warning: commands will be executed using /bin/sh
job 2548 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	6
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 2518890 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 44329 members 
Mstep: Class 3 contains 44168 members 
Mstep: Class 4 contains 43943 members 
Mstep: Class 5 contains 43985 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 44101 members 
Mstep: Class 8 contains 44259 members 
Mstep: Class 9 contains 43922 members 
Mstep: Class 10 contains 44178 members 
Mstep: Class 11 contains 44578 members 
Mstep: Class 12 contains 43955 members 
Mstep: Class 13 contains 44153 members 
Mstep: Class 14 contains 44434 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 44390 members 
Mstep: Class 17 contains 44180 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 709.617676 but Gain 3382.894531
Score: -98983760.000000 Penalty: 60892.160156
Iteration 0F: 19 clusters Score -9.898376e+07 nChanged 793442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2300 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 3 contains 14375 members 
Mstep: Class 4 contains 33058 members 
Mstep: Class 5 contains 348874 members 
Mstep: Class 6 contains 23904 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 58600 members 
Mstep: Class 9 contains 40550 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 12 contains 18164 members 
Mstep: Class 13 contains 18694 members 
Mstep: Class 14 contains 53453 members 
Mstep: Class 15 contains 18554 members 
Mstep: Class 16 contains 40662 members 
Mstep: Class 17 contains 35962 members 
Mstep: Class 18 contains 37534 members 
Mstep: Class 19 contains 20138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103237984.000000 Penalty: 60892.160156
Iteration 1F: 19 clusters Score -1.03238e+08 nChanged 338938
Entering Unmasked Mstep 
Mstep: Class 0 contains 2098 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 22166 members 
Mstep: Class 5 contains 502041 members 
Mstep: Class 6 contains 16580 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 43879 members 
Mstep: Class 9 contains 33111 members 
Mstep: Class 10 contains 8408 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 14289 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 53410 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 35157 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103714808.000000 Penalty: 60892.160156
Iteration 2F: 19 clusters Score -1.037148e+08 nChanged 159312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1785 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 29585 members 
Mstep: Class 5 contains 481686 members 
Mstep: Class 6 contains 14833 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 43547 members 
Mstep: Class 9 contains 31666 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 11 contains 3885 members 
Mstep: Class 12 contains 19193 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 76786 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 9619 members 
Mstep: Class 17 contains 31811 members 
Mstep: Class 18 contains 20550 members 
Mstep: Class 19 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039640.000000 Penalty: 60892.160156
Iteration 3F: 19 clusters Score -1.040396e+08 nChanged 98168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1239 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 35882 members 
Mstep: Class 5 contains 453994 members 
Mstep: Class 6 contains 14381 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 38337 members 
Mstep: Class 9 contains 31151 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 22446 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 92248 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 10841 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104249208.000000 Penalty: 60892.160156
Iteration 4F: 19 clusters Score -1.042492e+08 nChanged 66914
Entering Unmasked Mstep 
Mstep: Class 0 contains 719 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 3 contains 8399 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 436032 members 
Mstep: Class 6 contains 14308 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 34109 members 
Mstep: Class 9 contains 30072 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 23497 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 101001 members 
Mstep: Class 15 contains 10146 members 
Mstep: Class 16 contains 12712 members 
Mstep: Class 17 contains 26646 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104407680.000000 Penalty: 60892.160156
Iteration 5F: 19 clusters Score -1.044077e+08 nChanged 50816
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 41205 members 
Mstep: Class 5 contains 424625 members 
Mstep: Class 6 contains 14575 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 32421 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 23650 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 105937 members 
Mstep: Class 15 contains 11808 members 
Mstep: Class 16 contains 14885 members 
Mstep: Class 17 contains 25392 members 
Mstep: Class 18 contains 17067 members 
Mstep: Class 19 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104518776.000000 Penalty: 60892.160156
Iteration 6F: 19 clusters Score -1.045188e+08 nChanged 39480
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 43043 members 
Mstep: Class 5 contains 416429 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 27888 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 23581 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 108789 members 
Mstep: Class 15 contains 12785 members 
Mstep: Class 16 contains 16987 members 
Mstep: Class 17 contains 24750 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104580744.000000 Penalty: 60892.160156
Iteration 7Q: 19 clusters Score -1.045807e+08 nChanged 31233
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 44738 members 
Mstep: Class 5 contains 410070 members 
Mstep: Class 6 contains 16580 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 29828 members 
Mstep: Class 9 contains 27187 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 23520 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 14 contains 110492 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 18854 members 
Mstep: Class 17 contains 24328 members 
Mstep: Class 18 contains 17972 members 
Mstep: Class 19 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104619160.000000 Penalty: 60892.160156
Iteration 8Q: 19 clusters Score -1.046192e+08 nChanged 25381
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 3 contains 9785 members 
Mstep: Class 4 contains 46001 members 
Mstep: Class 5 contains 404758 members 
Mstep: Class 6 contains 18015 members 
Mstep: Class 7 contains 7163 members 
Mstep: Class 8 contains 29170 members 
Mstep: Class 9 contains 26800 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 23549 members 
Mstep: Class 13 contains 7925 members 
Mstep: Class 14 contains 111451 members 
Mstep: Class 15 contains 13696 members 
Mstep: Class 16 contains 20431 members 
Mstep: Class 17 contains 24104 members 
Mstep: Class 18 contains 17410 members 
Mstep: Class 19 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104647000.000000 Penalty: 60892.160156
Iteration 9Q: 19 clusters Score -1.04647e+08 nChanged 21218
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 3 contains 10411 members 
Mstep: Class 4 contains 46915 members 
Mstep: Class 5 contains 400306 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 28815 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 23562 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 111939 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 21749 members 
Mstep: Class 17 contains 23951 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104666912.000000 Penalty: 60892.160156
Iteration 10Q: 19 clusters Score -1.046669e+08 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 47413 members 
Mstep: Class 5 contains 396713 members 
Mstep: Class 6 contains 20498 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 28615 members 
Mstep: Class 9 contains 26779 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 23560 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 112022 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 16 contains 22889 members 
Mstep: Class 17 contains 23760 members 
Mstep: Class 18 contains 15014 members 
Mstep: Class 19 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104682608.000000 Penalty: 60892.160156
Iteration 11Q: 19 clusters Score -1.046826e+08 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 47620 members 
Mstep: Class 5 contains 393857 members 
Mstep: Class 6 contains 21476 members 
Mstep: Class 7 contains 9817 members 
Mstep: Class 8 contains 28483 members 
Mstep: Class 9 contains 26800 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 1335 members 
Mstep: Class 12 contains 23483 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 111798 members 
Mstep: Class 15 contains 14676 members 
Mstep: Class 16 contains 23954 members 
Mstep: Class 17 contains 23638 members 
Mstep: Class 18 contains 13834 members 
Mstep: Class 19 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104695368.000000 Penalty: 60892.160156
Iteration 12Q: 19 clusters Score -1.046954e+08 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 3 contains 13080 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 391662 members 
Mstep: Class 6 contains 22332 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 28374 members 
Mstep: Class 9 contains 26857 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 1333 members 
Mstep: Class 12 contains 23403 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 111331 members 
Mstep: Class 15 contains 15077 members 
Mstep: Class 16 contains 24931 members 
Mstep: Class 17 contains 23518 members 
Mstep: Class 18 contains 12746 members 
Mstep: Class 19 contains 10798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104705576.000000 Penalty: 60892.160156
Iteration 13Q: 19 clusters Score -1.047056e+08 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 3 contains 14092 members 
Mstep: Class 4 contains 47319 members 
Mstep: Class 5 contains 389726 members 
Mstep: Class 6 contains 22920 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 26942 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 23210 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 110850 members 
Mstep: Class 15 contains 15526 members 
Mstep: Class 16 contains 25845 members 
Mstep: Class 17 contains 23383 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104714024.000000 Penalty: 60892.160156
Iteration 14Q: 19 clusters Score -1.04714e+08 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 4 contains 46967 members 
Mstep: Class 5 contains 387849 members 
Mstep: Class 6 contains 23351 members 
Mstep: Class 7 contains 12021 members 
Mstep: Class 8 contains 28204 members 
Mstep: Class 9 contains 27157 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 22936 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 110359 members 
Mstep: Class 15 contains 15932 members 
Mstep: Class 16 contains 26742 members 
Mstep: Class 17 contains 23213 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 12255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104722080.000000 Penalty: 60892.160156
Iteration 15Q: 19 clusters Score -1.047221e+08 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 46501 members 
Mstep: Class 5 contains 386222 members 
Mstep: Class 6 contains 23589 members 
Mstep: Class 7 contains 12632 members 
Mstep: Class 8 contains 28140 members 
Mstep: Class 9 contains 27365 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1329 members 
Mstep: Class 12 contains 22641 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 109836 members 
Mstep: Class 15 contains 16445 members 
Mstep: Class 16 contains 27614 members 
Mstep: Class 17 contains 23030 members 
Mstep: Class 18 contains 10870 members 
Mstep: Class 19 contains 12900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729352.000000 Penalty: 60892.160156
Iteration 16Q: 19 clusters Score -1.047294e+08 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 3 contains 16990 members 
Mstep: Class 4 contains 45911 members 
Mstep: Class 5 contains 384590 members 
Mstep: Class 6 contains 23836 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 28087 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 8413 members 
Mstep: Class 14 contains 109390 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 28567 members 
Mstep: Class 17 contains 22934 members 
Mstep: Class 18 contains 10556 members 
Mstep: Class 19 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104736696.000000 Penalty: 60892.160156
Iteration 17Q: 19 clusters Score -1.047367e+08 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 3 contains 18124 members 
Mstep: Class 4 contains 45152 members 
Mstep: Class 5 contains 382994 members 
Mstep: Class 6 contains 24004 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 28016 members 
Mstep: Class 9 contains 27742 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 21892 members 
Mstep: Class 13 contains 8495 members 
Mstep: Class 14 contains 108978 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 29582 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 14040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104743408.000000 Penalty: 60892.160156
Iteration 18Q: 19 clusters Score -1.047434e+08 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 3 contains 19290 members 
Mstep: Class 4 contains 44314 members 
Mstep: Class 5 contains 381341 members 
Mstep: Class 6 contains 24072 members 
Mstep: Class 7 contains 14143 members 
Mstep: Class 8 contains 27954 members 
Mstep: Class 9 contains 28051 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 21499 members 
Mstep: Class 13 contains 8558 members 
Mstep: Class 14 contains 108659 members 
Mstep: Class 15 contains 17767 members 
Mstep: Class 16 contains 30669 members 
Mstep: Class 17 contains 22872 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749696.000000 Penalty: 60892.160156
Iteration 19Q: 19 clusters Score -1.047497e+08 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 3 contains 20352 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 5 contains 379722 members 
Mstep: Class 6 contains 24061 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 8 contains 27907 members 
Mstep: Class 9 contains 28452 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 21092 members 
Mstep: Class 13 contains 8617 members 
Mstep: Class 14 contains 108449 members 
Mstep: Class 15 contains 18144 members 
Mstep: Class 16 contains 31766 members 
Mstep: Class 17 contains 22895 members 
Mstep: Class 18 contains 10172 members 
Mstep: Class 19 contains 14936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757896.000000 Penalty: 60892.160156
Iteration 20F: 19 clusters Score -1.047579e+08 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 3 contains 21438 members 
Mstep: Class 4 contains 42384 members 
Mstep: Class 5 contains 377681 members 
Mstep: Class 6 contains 24068 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 27848 members 
Mstep: Class 9 contains 28955 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 1321 members 
Mstep: Class 12 contains 20650 members 
Mstep: Class 13 contains 8673 members 
Mstep: Class 14 contains 108397 members 
Mstep: Class 15 contains 18435 members 
Mstep: Class 16 contains 32974 members 
Mstep: Class 17 contains 22848 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 15775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765336.000000 Penalty: 60892.160156
Iteration 21Q: 19 clusters Score -1.047653e+08 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 3 contains 22385 members 
Mstep: Class 4 contains 41381 members 
Mstep: Class 5 contains 375848 members 
Mstep: Class 6 contains 23892 members 
Mstep: Class 7 contains 15313 members 
Mstep: Class 8 contains 27812 members 
Mstep: Class 9 contains 29512 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1316 members 
Mstep: Class 12 contains 20146 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 108359 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 34175 members 
Mstep: Class 17 contains 22868 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 16506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771528.000000 Penalty: 60892.160156
Iteration 22Q: 19 clusters Score -1.047715e+08 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 3 contains 23090 members 
Mstep: Class 4 contains 40319 members 
Mstep: Class 5 contains 374019 members 
Mstep: Class 6 contains 23672 members 
Mstep: Class 7 contains 15706 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 30209 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 108405 members 
Mstep: Class 15 contains 18908 members 
Mstep: Class 16 contains 35355 members 
Mstep: Class 17 contains 22904 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 17200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776832.000000 Penalty: 60892.160156
Iteration 23Q: 19 clusters Score -1.047768e+08 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 3 contains 23513 members 
Mstep: Class 4 contains 39208 members 
Mstep: Class 5 contains 372161 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 27773 members 
Mstep: Class 9 contains 30970 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1311 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 14 contains 108637 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 36543 members 
Mstep: Class 17 contains 22968 members 
Mstep: Class 18 contains 10459 members 
Mstep: Class 19 contains 17852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104781456.000000 Penalty: 60892.160156
Iteration 24Q: 19 clusters Score -1.047815e+08 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 3 contains 23702 members 
Mstep: Class 4 contains 38111 members 
Mstep: Class 5 contains 370194 members 
Mstep: Class 6 contains 23244 members 
Mstep: Class 7 contains 16396 members 
Mstep: Class 8 contains 27756 members 
Mstep: Class 9 contains 31744 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1311 members 
Mstep: Class 12 contains 19449 members 
Mstep: Class 13 contains 8964 members 
Mstep: Class 14 contains 109140 members 
Mstep: Class 15 contains 19298 members 
Mstep: Class 16 contains 37654 members 
Mstep: Class 17 contains 22986 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 18517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104786376.000000 Penalty: 60892.160156
Iteration 25Q: 19 clusters Score -1.047864e+08 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 368090 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 8 contains 27730 members 
Mstep: Class 9 contains 32568 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19399 members 
Mstep: Class 13 contains 9037 members 
Mstep: Class 14 contains 109869 members 
Mstep: Class 15 contains 19478 members 
Mstep: Class 16 contains 38778 members 
Mstep: Class 17 contains 22940 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 19117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104790904.000000 Penalty: 60892.160156
Iteration 26Q: 19 clusters Score -1.047909e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 3 contains 23850 members 
Mstep: Class 4 contains 35807 members 
Mstep: Class 5 contains 365994 members 
Mstep: Class 6 contains 22895 members 
Mstep: Class 7 contains 17141 members 
Mstep: Class 8 contains 27704 members 
Mstep: Class 9 contains 33371 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 9091 members 
Mstep: Class 14 contains 110759 members 
Mstep: Class 15 contains 19659 members 
Mstep: Class 16 contains 39863 members 
Mstep: Class 17 contains 22906 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 19 contains 19683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104794512.000000 Penalty: 60892.160156
Iteration 27Q: 19 clusters Score -1.047945e+08 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 3 contains 23848 members 
Mstep: Class 4 contains 34679 members 
Mstep: Class 5 contains 363455 members 
Mstep: Class 6 contains 22737 members 
Mstep: Class 7 contains 17534 members 
Mstep: Class 8 contains 27664 members 
Mstep: Class 9 contains 34182 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 9136 members 
Mstep: Class 14 contains 112025 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 40939 members 
Mstep: Class 17 contains 22881 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 20224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104797216.000000 Penalty: 60892.160156
Iteration 28Q: 19 clusters Score -1.047972e+08 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 3 contains 23810 members 
Mstep: Class 4 contains 33489 members 
Mstep: Class 5 contains 360873 members 
Mstep: Class 6 contains 22600 members 
Mstep: Class 7 contains 17949 members 
Mstep: Class 8 contains 27627 members 
Mstep: Class 9 contains 34944 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 113510 members 
Mstep: Class 15 contains 20048 members 
Mstep: Class 16 contains 42013 members 
Mstep: Class 17 contains 22851 members 
Mstep: Class 18 contains 10792 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104799424.000000 Penalty: 60892.160156
Iteration 29Q: 19 clusters Score -1.047994e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 3 contains 23744 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 357740 members 
Mstep: Class 6 contains 22469 members 
Mstep: Class 7 contains 18402 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 35686 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 115457 members 
Mstep: Class 15 contains 20278 members 
Mstep: Class 16 contains 43090 members 
Mstep: Class 17 contains 22840 members 
Mstep: Class 18 contains 10824 members 
Mstep: Class 19 contains 21288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104800688.000000 Penalty: 60892.160156
Iteration 30Q: 19 clusters Score -1.048007e+08 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 3 contains 23665 members 
Mstep: Class 4 contains 31176 members 
Mstep: Class 5 contains 354163 members 
Mstep: Class 6 contains 22342 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 27573 members 
Mstep: Class 9 contains 36448 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19374 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 117864 members 
Mstep: Class 15 contains 20452 members 
Mstep: Class 16 contains 44161 members 
Mstep: Class 17 contains 22810 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 21781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104802808.000000 Penalty: 60892.160156
Iteration 31Q: 19 clusters Score -1.048028e+08 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 3 contains 23588 members 
Mstep: Class 4 contains 30116 members 
Mstep: Class 5 contains 349903 members 
Mstep: Class 6 contains 22209 members 
Mstep: Class 7 contains 19448 members 
Mstep: Class 8 contains 27549 members 
Mstep: Class 9 contains 37185 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19384 members 
Mstep: Class 13 contains 9250 members 
Mstep: Class 14 contains 120792 members 
Mstep: Class 15 contains 20643 members 
Mstep: Class 16 contains 45225 members 
Mstep: Class 17 contains 22781 members 
Mstep: Class 18 contains 10891 members 
Mstep: Class 19 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104803576.000000 Penalty: 60892.160156
Iteration 32Q: 19 clusters Score -1.048036e+08 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 3 contains 23506 members 
Mstep: Class 4 contains 29072 members 
Mstep: Class 5 contains 344926 members 
Mstep: Class 6 contains 22098 members 
Mstep: Class 7 contains 20043 members 
Mstep: Class 8 contains 27520 members 
Mstep: Class 9 contains 37882 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19400 members 
Mstep: Class 13 contains 9271 members 
Mstep: Class 14 contains 124273 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 46317 members 
Mstep: Class 17 contains 22751 members 
Mstep: Class 18 contains 10924 members 
Mstep: Class 19 contains 22911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104802480.000000 Penalty: 60892.160156
Iteration 33Q: 19 clusters Score -1.048025e+08 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 3 contains 23417 members 
Mstep: Class 4 contains 28173 members 
Mstep: Class 5 contains 338764 members 
Mstep: Class 6 contains 22043 members 
Mstep: Class 7 contains 20744 members 
Mstep: Class 8 contains 27494 members 
Mstep: Class 9 contains 38630 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19429 members 
Mstep: Class 13 contains 9291 members 
Mstep: Class 14 contains 128532 members 
Mstep: Class 15 contains 21077 members 
Mstep: Class 16 contains 47394 members 
Mstep: Class 17 contains 22726 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 19 contains 23537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104801392.000000 Penalty: 60892.160156
Iteration 34Q: 19 clusters Score -1.048014e+08 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 3 contains 23345 members 
Mstep: Class 4 contains 27236 members 
Mstep: Class 5 contains 331476 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 27470 members 
Mstep: Class 9 contains 39380 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19465 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 133744 members 
Mstep: Class 15 contains 21295 members 
Mstep: Class 16 contains 48415 members 
Mstep: Class 17 contains 22703 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 24315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104802496.000000 Penalty: 60892.160156
Iteration 35Q: 19 clusters Score -1.048025e+08 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 3 contains 23275 members 
Mstep: Class 4 contains 26385 members 
Mstep: Class 5 contains 322941 members 
Mstep: Class 6 contains 22015 members 
Mstep: Class 7 contains 22418 members 
Mstep: Class 8 contains 27438 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19467 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 140024 members 
Mstep: Class 15 contains 21553 members 
Mstep: Class 16 contains 49393 members 
Mstep: Class 17 contains 22687 members 
Mstep: Class 18 contains 10886 members 
Mstep: Class 19 contains 25091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104804176.000000 Penalty: 60892.160156
Iteration 36Q: 19 clusters Score -1.048042e+08 nChanged 15106
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 25540 members 
Mstep: Class 5 contains 313244 members 
Mstep: Class 6 contains 22017 members 
Mstep: Class 7 contains 23382 members 
Mstep: Class 8 contains 27411 members 
Mstep: Class 9 contains 40904 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19470 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 147380 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 16 contains 50277 members 
Mstep: Class 17 contains 22655 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 25947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104807528.000000 Penalty: 60892.160156
Iteration 37Q: 19 clusters Score -1.048075e+08 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 24725 members 
Mstep: Class 5 contains 302603 members 
Mstep: Class 6 contains 21975 members 
Mstep: Class 7 contains 24421 members 
Mstep: Class 8 contains 27374 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19482 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 155697 members 
Mstep: Class 15 contains 22056 members 
Mstep: Class 16 contains 51054 members 
Mstep: Class 17 contains 22624 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 26900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104812744.000000 Penalty: 60892.160156
Iteration 38Q: 19 clusters Score -1.048127e+08 nChanged 16690
Entering ConstructFrom: 
Score: -104812744.000000 Penalty: 60892.160156
Entering ConstructFrom: 
Trying to split cluster 1 (52768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Entering Unmasked Estep 
Score: -6365829.500000 Penalty: 2696.667725
	Iteration 0F: 2 clusters Score -6365830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6330343.500000 Penalty: 5393.335449
	Iteration 0F: 3 clusters Score -6330344 nChanged 24495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6344043.500000 Penalty: 5393.335449
	Iteration 1F: 3 clusters Score -6344044 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6345436.000000 Penalty: 5393.335449
	Iteration 2F: 3 clusters Score -6345436 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -6347533.000000 Penalty: 5393.335449
	Iteration 3F: 3 clusters Score -6347533 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -6350406.000000 Penalty: 5393.335449
	Iteration 4F: 3 clusters Score -6350406 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -6354000.500000 Penalty: 5393.335449
	Iteration 5F: 3 clusters Score -6354000 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -6357113.000000 Penalty: 5393.335449
	Iteration 6F: 3 clusters Score -6357113 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -6359490.500000 Penalty: 5393.335449
	Iteration 7F: 3 clusters Score -6359490 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -6361471.000000 Penalty: 5393.335449
	Iteration 8F: 3 clusters Score -6361471 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -6363124.000000 Penalty: 5393.335449
	Iteration 9Q: 3 clusters Score -6363124 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6364456.500000 Penalty: 5393.335449
	Iteration 10Q: 3 clusters Score -6364456 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -6365435.000000 Penalty: 5393.335449
	Iteration 11Q: 3 clusters Score -6365435 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -6366035.000000 Penalty: 5393.335449
	Iteration 12Q: 3 clusters Score -6366035 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -6366496.000000 Penalty: 5393.335449
	Iteration 13Q: 3 clusters Score -6366496 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -6366806.000000 Penalty: 5393.335449
	Iteration 14Q: 3 clusters Score -6366806 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6367022.000000 Penalty: 5393.335449
	Iteration 15Q: 3 clusters Score -6367022 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6367208.500000 Penalty: 5393.335449
	Iteration 16Q: 3 clusters Score -6367208 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6367374.500000 Penalty: 5393.335449
	Iteration 17Q: 3 clusters Score -6367374 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -6367481.500000 Penalty: 5393.335449
	Iteration 18Q: 3 clusters Score -6367482 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -6367549.000000 Penalty: 5393.335449
	Iteration 19Q: 3 clusters Score -6367549 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6367630.500000 Penalty: 5393.335449
	Iteration 20F: 3 clusters Score -6367630 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6367703.000000 Penalty: 5393.335449
	Iteration 21Q: 3 clusters Score -6367703 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6367800.500000 Penalty: 5393.335449
	Iteration 22Q: 3 clusters Score -6367800 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -6367834.000000 Penalty: 5393.335449
	Iteration 23Q: 3 clusters Score -6367834 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -6367873.500000 Penalty: 5393.335449
	Iteration 24Q: 3 clusters Score -6367874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -6367905.500000 Penalty: 5393.335449
	Iteration 25Q: 3 clusters Score -6367906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -6367940.500000 Penalty: 5393.335449
	Iteration 26Q: 3 clusters Score -6367940 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -6367967.500000 Penalty: 5393.335449
	Iteration 27Q: 3 clusters Score -6367968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6367991.000000 Penalty: 5393.335449
	Iteration 28Q: 3 clusters Score -6367991 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -6368025.500000 Penalty: 5393.335449
	Iteration 29Q: 3 clusters Score -6368026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6368063.000000 Penalty: 5393.335449
	Iteration 30Q: 3 clusters Score -6368063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -6368075.500000 Penalty: 5393.335449
	Iteration 31Q: 3 clusters Score -6368076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -6368090.000000 Penalty: 5393.335449
	Iteration 32Q: 3 clusters Score -6368090 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -6368104.000000 Penalty: 5393.335449
	Iteration 33Q: 3 clusters Score -6368104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -6368147.000000 Penalty: 5393.335449
	Iteration 34Q: 3 clusters Score -6368147 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6368164.000000 Penalty: 5393.335449
	Iteration 35Q: 3 clusters Score -6368164 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6368187.000000 Penalty: 5393.335449
	Iteration 36Q: 3 clusters Score -6368187 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -6368195.500000 Penalty: 5393.335449
	Iteration 37Q: 3 clusters Score -6368196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -6368210.500000 Penalty: 5393.335449
	Iteration 38Q: 3 clusters Score -6368210 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6368241.000000 Penalty: 5393.335449
	Iteration 39Q: 3 clusters Score -6368241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6368263.500000 Penalty: 5393.335449
	Iteration 40F: 3 clusters Score -6368264 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -6368272.000000 Penalty: 5393.335449
	Iteration 41Q: 3 clusters Score -6368272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -6368262.000000 Penalty: 5393.335449
	Iteration 42Q: 3 clusters Score -6368262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6368270.500000 Penalty: 5393.335449
	Iteration 43Q: 3 clusters Score -6368270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -6368286.000000 Penalty: 5393.335449
	Iteration 44Q: 3 clusters Score -6368286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6368277.000000 Penalty: 5393.335449
	Iteration 45Q: 3 clusters Score -6368277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -6368261.500000 Penalty: 5393.335449
	Iteration 46Q: 3 clusters Score -6368262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6368254.000000 Penalty: 5393.335449
	Iteration 47Q: 3 clusters Score -6368254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -6368257.500000 Penalty: 5393.335449
	Iteration 48Q: 3 clusters Score -6368258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -6368260.000000 Penalty: 5393.335449
	Iteration 49Q: 3 clusters Score -6368260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -6368267.000000 Penalty: 5393.335449
	Iteration 50Q: 3 clusters Score -6368267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -6368284.500000 Penalty: 5393.335449
	Iteration 51Q: 3 clusters Score -6368284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6368303.500000 Penalty: 5393.335449
	Iteration 52Q: 3 clusters Score -6368304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6368299.500000 Penalty: 5393.335449
	Iteration 53Q: 3 clusters Score -6368300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -6368306.500000 Penalty: 5393.335449
	Iteration 54Q: 3 clusters Score -6368306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -6368322.500000 Penalty: 5393.335449
	Iteration 55Q: 3 clusters Score -6368322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6368330.000000 Penalty: 5393.335449
	Iteration 56Q: 3 clusters Score -6368330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6368339.500000 Penalty: 5393.335449
	Iteration 57Q: 3 clusters Score -6368340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -6368378.500000 Penalty: 5393.335449
	Iteration 58Q: 3 clusters Score -6368378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6368363.500000 Penalty: 5393.335449
	Iteration 59Q: 3 clusters Score -6368364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -6368369.500000 Penalty: 5393.335449
	Iteration 60F: 3 clusters Score -6368370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6368376.500000 Penalty: 5393.335449
	Iteration 61Q: 3 clusters Score -6368376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -6368380.500000 Penalty: 5393.335449
	Iteration 62Q: 3 clusters Score -6368380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -6368384.500000 Penalty: 5393.335449
	Iteration 63Q: 3 clusters Score -6368384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -6368396.500000 Penalty: 5393.335449
	Iteration 64Q: 3 clusters Score -6368396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -6368402.000000 Penalty: 5393.335449
	Iteration 65Q: 3 clusters Score -6368402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -6368427.500000 Penalty: 5393.335449
	Iteration 66Q: 3 clusters Score -6368428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -6368434.000000 Penalty: 5393.335449
	Iteration 67Q: 3 clusters Score -6368434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -6368425.000000 Penalty: 5393.335449
	Iteration 68Q: 3 clusters Score -6368425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -6368435.500000 Penalty: 5393.335449
	Iteration 69Q: 3 clusters Score -6368436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -6368428.500000 Penalty: 5393.335449
	Iteration 70Q: 3 clusters Score -6368428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -6368424.500000 Penalty: 5393.335449
	Iteration 71Q: 3 clusters Score -6368424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -6368435.500000 Penalty: 5393.335449
	Iteration 72Q: 3 clusters Score -6368436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6368435.000000 Penalty: 5393.335449
	Iteration 73Q: 3 clusters Score -6368435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -6368435.000000 Penalty: 5393.335449
	Iteration 74Q: 3 clusters Score -6368435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -6368426.000000 Penalty: 5393.335449
	Iteration 75Q: 3 clusters Score -6368426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -6368436.500000 Penalty: 5393.335449
	Iteration 76Q: 3 clusters Score -6368436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6368464.000000 Penalty: 5393.335449
	Iteration 77Q: 3 clusters Score -6368464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -6368472.000000 Penalty: 5393.335449
	Iteration 78Q: 3 clusters Score -6368472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -6368495.500000 Penalty: 5393.335449
	Iteration 79Q: 3 clusters Score -6368496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -6368496.500000 Penalty: 5393.335449
	Iteration 80F: 3 clusters Score -6368496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -6368501.500000 Penalty: 5393.335449
	Iteration 81Q: 3 clusters Score -6368502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -6368504.000000 Penalty: 5393.335449
	Iteration 82Q: 3 clusters Score -6368504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -6368500.000000 Penalty: 5393.335449
	Iteration 83Q: 3 clusters Score -6368500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -6368501.500000 Penalty: 5393.335449
	Iteration 84Q: 3 clusters Score -6368502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -6368492.500000 Penalty: 5393.335449
	Iteration 85Q: 3 clusters Score -6368492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -6368501.000000 Penalty: 5393.335449
	Iteration 86Q: 3 clusters Score -6368501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -6368539.500000 Penalty: 5393.335449
	Iteration 87Q: 3 clusters Score -6368540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -6368535.000000 Penalty: 5393.335449
	Iteration 88Q: 3 clusters Score -6368535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -6368541.000000 Penalty: 5393.335449
	Iteration 89Q: 3 clusters Score -6368541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6368531.500000 Penalty: 5393.335449
	Iteration 90Q: 3 clusters Score -6368532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -6368551.500000 Penalty: 5393.335449
	Iteration 91Q: 3 clusters Score -6368552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6368547.000000 Penalty: 5393.335449
	Iteration 92Q: 3 clusters Score -6368547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -6368576.000000 Penalty: 5393.335449
	Iteration 93Q: 3 clusters Score -6368576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -6368584.000000 Penalty: 5393.335449
	Iteration 94Q: 3 clusters Score -6368584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6368613.500000 Penalty: 5393.335449
	Iteration 95Q: 3 clusters Score -6368614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6368625.500000 Penalty: 5393.335449
	Iteration 96Q: 3 clusters Score -6368626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -6368628.000000 Penalty: 5393.335449
	Iteration 97Q: 3 clusters Score -6368628 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -6368640.500000 Penalty: 5393.335449
	Iteration 98Q: 3 clusters Score -6368640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -6368656.000000 Penalty: 5393.335449
	Iteration 99Q: 3 clusters Score -6368656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -6368666.500000 Penalty: 5393.335449
	Iteration 100F: 3 clusters Score -6368666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -6368685.500000 Penalty: 5393.335449
	Iteration 101Q: 3 clusters Score -6368686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -6368712.500000 Penalty: 5393.335449
	Iteration 102Q: 3 clusters Score -6368712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6368737.500000 Penalty: 5393.335449
	Iteration 103Q: 3 clusters Score -6368738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -6368755.000000 Penalty: 5393.335449
	Iteration 104Q: 3 clusters Score -6368755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6368746.000000 Penalty: 5393.335449
	Iteration 105Q: 3 clusters Score -6368746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -6368741.000000 Penalty: 5393.335449
	Iteration 106Q: 3 clusters Score -6368741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -6368777.000000 Penalty: 5393.335449
	Iteration 107Q: 3 clusters Score -6368777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -6368802.500000 Penalty: 5393.335449
	Iteration 108Q: 3 clusters Score -6368802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -6368781.500000 Penalty: 5393.335449
	Iteration 109Q: 3 clusters Score -6368782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -6368786.000000 Penalty: 5393.335449
	Iteration 110Q: 3 clusters Score -6368786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -6368781.500000 Penalty: 5393.335449
	Iteration 111Q: 3 clusters Score -6368782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -6368796.500000 Penalty: 5393.335449
	Iteration 112Q: 3 clusters Score -6368796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6368800.000000 Penalty: 5393.335449
	Iteration 113Q: 3 clusters Score -6368800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6368814.500000 Penalty: 5393.335449
	Iteration 114Q: 3 clusters Score -6368814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -6368816.500000 Penalty: 5393.335449
	Iteration 115Q: 3 clusters Score -6368816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -6368811.000000 Penalty: 5393.335449
	Iteration 116Q: 3 clusters Score -6368811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -6368810.000000 Penalty: 5393.335449
	Iteration 117Q: 3 clusters Score -6368810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6368803.500000 Penalty: 5393.335449
	Iteration 118Q: 3 clusters Score -6368804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -6368808.500000 Penalty: 5393.335449
	Iteration 119Q: 3 clusters Score -6368808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6368797.500000 Penalty: 5393.335449
	Iteration 120F: 3 clusters Score -6368798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -6368794.000000 Penalty: 5393.335449
	Iteration 121Q: 3 clusters Score -6368794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -6368794.000000 Penalty: 5393.335449
	Iteration 122Q: 3 clusters Score -6368794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -6368794.000000 Penalty: 5393.335449
	Iteration 123F: 3 clusters Score -6368794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 23090 members 
Mstep: Class 4 contains 23974 members 
Mstep: Class 5 contains 291570 members 
Mstep: Class 6 contains 21869 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Entering Unmasked Estep 
Score: -104819760.000000 Penalty: 64275.054688
Splitting cluster 1 changes total score from -104812744.000000 to -104819760.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (23090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Entering Unmasked Estep 
Score: -2869498.250000 Penalty: 2491.694580
	Iteration 0F: 2 clusters Score -2869498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2853426.250000 Penalty: 4983.389160
	Iteration 0F: 3 clusters Score -2853426 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2859511.250000 Penalty: 4983.389160
	Iteration 1F: 3 clusters Score -2859511 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2860359.750000 Penalty: 4983.389160
	Iteration 2F: 3 clusters Score -2860360 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2861297.250000 Penalty: 4983.389160
	Iteration 3F: 3 clusters Score -2861297 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2862562.500000 Penalty: 4983.389160
	Iteration 4F: 3 clusters Score -2862562 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2864144.750000 Penalty: 4983.389160
	Iteration 5F: 3 clusters Score -2864145 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2865795.250000 Penalty: 4983.389160
	Iteration 6F: 3 clusters Score -2865795 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2866947.750000 Penalty: 4983.389160
	Iteration 7F: 3 clusters Score -2866948 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2867637.000000 Penalty: 4983.389160
	Iteration 8Q: 3 clusters Score -2867637 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2868014.000000 Penalty: 4983.389160
	Iteration 9Q: 3 clusters Score -2868014 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2868290.000000 Penalty: 4983.389160
	Iteration 10Q: 3 clusters Score -2868290 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2868482.500000 Penalty: 4983.389160
	Iteration 11Q: 3 clusters Score -2868482 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2868636.000000 Penalty: 4983.389160
	Iteration 12Q: 3 clusters Score -2868636 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2868772.000000 Penalty: 4983.389160
	Iteration 13Q: 3 clusters Score -2868772 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2868901.500000 Penalty: 4983.389160
	Iteration 14Q: 3 clusters Score -2868902 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2868985.000000 Penalty: 4983.389160
	Iteration 15Q: 3 clusters Score -2868985 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2869070.000000 Penalty: 4983.389160
	Iteration 16Q: 3 clusters Score -2869070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2869132.500000 Penalty: 4983.389160
	Iteration 17Q: 3 clusters Score -2869132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2869192.000000 Penalty: 4983.389160
	Iteration 18Q: 3 clusters Score -2869192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2869254.250000 Penalty: 4983.389160
	Iteration 19Q: 3 clusters Score -2869254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2869294.750000 Penalty: 4983.389160
	Iteration 20F: 3 clusters Score -2869295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2869338.750000 Penalty: 4983.389160
	Iteration 21Q: 3 clusters Score -2869339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2869377.250000 Penalty: 4983.389160
	Iteration 22Q: 3 clusters Score -2869377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2869398.250000 Penalty: 4983.389160
	Iteration 23Q: 3 clusters Score -2869398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2869426.000000 Penalty: 4983.389160
	Iteration 24Q: 3 clusters Score -2869426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2869442.000000 Penalty: 4983.389160
	Iteration 25Q: 3 clusters Score -2869442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2869452.250000 Penalty: 4983.389160
	Iteration 26Q: 3 clusters Score -2869452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2869459.750000 Penalty: 4983.389160
	Iteration 27Q: 3 clusters Score -2869460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2869471.750000 Penalty: 4983.389160
	Iteration 28Q: 3 clusters Score -2869472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2869472.500000 Penalty: 4983.389160
	Iteration 29Q: 3 clusters Score -2869472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2869491.000000 Penalty: 4983.389160
	Iteration 30Q: 3 clusters Score -2869491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2869498.750000 Penalty: 4983.389160
	Iteration 31Q: 3 clusters Score -2869499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2869503.250000 Penalty: 4983.389160
	Iteration 32Q: 3 clusters Score -2869503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2869515.500000 Penalty: 4983.389160
	Iteration 33Q: 3 clusters Score -2869516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2869532.250000 Penalty: 4983.389160
	Iteration 34Q: 3 clusters Score -2869532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2869550.250000 Penalty: 4983.389160
	Iteration 35Q: 3 clusters Score -2869550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2869562.750000 Penalty: 4983.389160
	Iteration 36Q: 3 clusters Score -2869563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2869566.000000 Penalty: 4983.389160
	Iteration 37Q: 3 clusters Score -2869566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2869576.250000 Penalty: 4983.389160
	Iteration 38Q: 3 clusters Score -2869576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2869602.250000 Penalty: 4983.389160
	Iteration 39Q: 3 clusters Score -2869602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2869616.250000 Penalty: 4983.389160
	Iteration 40F: 3 clusters Score -2869616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2869620.250000 Penalty: 4983.389160
	Iteration 41Q: 3 clusters Score -2869620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2869630.500000 Penalty: 4983.389160
	Iteration 42Q: 3 clusters Score -2869630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2869637.750000 Penalty: 4983.389160
	Iteration 43Q: 3 clusters Score -2869638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2869638.750000 Penalty: 4983.389160
	Iteration 44Q: 3 clusters Score -2869639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2869646.500000 Penalty: 4983.389160
	Iteration 45Q: 3 clusters Score -2869646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2869660.000000 Penalty: 4983.389160
	Iteration 46Q: 3 clusters Score -2869660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2869667.750000 Penalty: 4983.389160
	Iteration 47Q: 3 clusters Score -2869668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2869673.000000 Penalty: 4983.389160
	Iteration 48Q: 3 clusters Score -2869673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2869674.500000 Penalty: 4983.389160
	Iteration 49Q: 3 clusters Score -2869674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2869672.250000 Penalty: 4983.389160
	Iteration 50Q: 3 clusters Score -2869672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2869674.000000 Penalty: 4983.389160
	Iteration 51Q: 3 clusters Score -2869674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2869673.500000 Penalty: 4983.389160
	Iteration 52Q: 3 clusters Score -2869674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2869672.500000 Penalty: 4983.389160
	Iteration 53Q: 3 clusters Score -2869672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2869670.250000 Penalty: 4983.389160
	Iteration 54Q: 3 clusters Score -2869670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2869666.750000 Penalty: 4983.389160
	Iteration 55Q: 3 clusters Score -2869667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2869668.750000 Penalty: 4983.389160
	Iteration 56Q: 3 clusters Score -2869669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2869671.000000 Penalty: 4983.389160
	Iteration 57Q: 3 clusters Score -2869671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2869671.750000 Penalty: 4983.389160
	Iteration 58Q: 3 clusters Score -2869672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2869671.750000 Penalty: 4983.389160
	Iteration 59Q: 3 clusters Score -2869672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2869675.750000 Penalty: 4983.389160
	Iteration 60F: 3 clusters Score -2869676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2869673.000000 Penalty: 4983.389160
	Iteration 61Q: 3 clusters Score -2869673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2869673.000000 Penalty: 4983.389160
	Iteration 62F: 3 clusters Score -2869673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 23974 members 
Mstep: Class 5 contains 291570 members 
Mstep: Class 6 contains 21869 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Entering Unmasked Estep 
Score: -104819376.000000 Penalty: 67657.953125
Splitting cluster 3 changes total score from -104812744.000000 to -104819376.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (23974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Entering Unmasked Estep 
Score: -3060185.750000 Penalty: 2501.011963
	Iteration 0F: 2 clusters Score -3060186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3043616.000000 Penalty: 5002.023926
	Iteration 0F: 3 clusters Score -3043616 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3049485.000000 Penalty: 5002.023926
	Iteration 1F: 3 clusters Score -3049485 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3050096.250000 Penalty: 5002.023926
	Iteration 2F: 3 clusters Score -3050096 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3050845.750000 Penalty: 5002.023926
	Iteration 3F: 3 clusters Score -3050846 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3051810.250000 Penalty: 5002.023926
	Iteration 4F: 3 clusters Score -3051810 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3052938.500000 Penalty: 5002.023926
	Iteration 5F: 3 clusters Score -3052938 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3054274.500000 Penalty: 5002.023926
	Iteration 6F: 3 clusters Score -3054274 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3055560.000000 Penalty: 5002.023926
	Iteration 7F: 3 clusters Score -3055560 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3056534.750000 Penalty: 5002.023926
	Iteration 8F: 3 clusters Score -3056535 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3057206.500000 Penalty: 5002.023926
	Iteration 9Q: 3 clusters Score -3057206 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3057655.000000 Penalty: 5002.023926
	Iteration 10Q: 3 clusters Score -3057655 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3058051.500000 Penalty: 5002.023926
	Iteration 11Q: 3 clusters Score -3058052 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3058447.500000 Penalty: 5002.023926
	Iteration 12Q: 3 clusters Score -3058448 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3058832.500000 Penalty: 5002.023926
	Iteration 13Q: 3 clusters Score -3058832 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3059182.750000 Penalty: 5002.023926
	Iteration 14Q: 3 clusters Score -3059183 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3059427.000000 Penalty: 5002.023926
	Iteration 15Q: 3 clusters Score -3059427 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3059628.500000 Penalty: 5002.023926
	Iteration 16Q: 3 clusters Score -3059628 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3059763.750000 Penalty: 5002.023926
	Iteration 17Q: 3 clusters Score -3059764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3059816.500000 Penalty: 5002.023926
	Iteration 18Q: 3 clusters Score -3059816 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3059865.000000 Penalty: 5002.023926
	Iteration 19Q: 3 clusters Score -3059865 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3059899.500000 Penalty: 5002.023926
	Iteration 20F: 3 clusters Score -3059900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3059912.500000 Penalty: 5002.023926
	Iteration 21Q: 3 clusters Score -3059912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3059929.250000 Penalty: 5002.023926
	Iteration 22Q: 3 clusters Score -3059929 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3059949.500000 Penalty: 5002.023926
	Iteration 23Q: 3 clusters Score -3059950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3059958.000000 Penalty: 5002.023926
	Iteration 24Q: 3 clusters Score -3059958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3059958.500000 Penalty: 5002.023926
	Iteration 25Q: 3 clusters Score -3059958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3059969.500000 Penalty: 5002.023926
	Iteration 26Q: 3 clusters Score -3059970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3059985.000000 Penalty: 5002.023926
	Iteration 27Q: 3 clusters Score -3059985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3059985.250000 Penalty: 5002.023926
	Iteration 28Q: 3 clusters Score -3059985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3059998.000000 Penalty: 5002.023926
	Iteration 29Q: 3 clusters Score -3059998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3059995.000000 Penalty: 5002.023926
	Iteration 30Q: 3 clusters Score -3059995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3060002.500000 Penalty: 5002.023926
	Iteration 31Q: 3 clusters Score -3060002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3060021.250000 Penalty: 5002.023926
	Iteration 32Q: 3 clusters Score -3060021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3060033.000000 Penalty: 5002.023926
	Iteration 33Q: 3 clusters Score -3060033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3060048.250000 Penalty: 5002.023926
	Iteration 34Q: 3 clusters Score -3060048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3060055.000000 Penalty: 5002.023926
	Iteration 35Q: 3 clusters Score -3060055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3060068.250000 Penalty: 5002.023926
	Iteration 36Q: 3 clusters Score -3060068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3060082.500000 Penalty: 5002.023926
	Iteration 37Q: 3 clusters Score -3060082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3060092.000000 Penalty: 5002.023926
	Iteration 38Q: 3 clusters Score -3060092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3060094.500000 Penalty: 5002.023926
	Iteration 39Q: 3 clusters Score -3060094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3060121.000000 Penalty: 5002.023926
	Iteration 40F: 3 clusters Score -3060121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3060129.500000 Penalty: 5002.023926
	Iteration 41Q: 3 clusters Score -3060130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3060145.500000 Penalty: 5002.023926
	Iteration 42Q: 3 clusters Score -3060146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3060151.250000 Penalty: 5002.023926
	Iteration 43Q: 3 clusters Score -3060151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3060163.000000 Penalty: 5002.023926
	Iteration 44Q: 3 clusters Score -3060163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3060174.250000 Penalty: 5002.023926
	Iteration 45Q: 3 clusters Score -3060174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3060175.250000 Penalty: 5002.023926
	Iteration 46Q: 3 clusters Score -3060175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3060189.000000 Penalty: 5002.023926
	Iteration 47Q: 3 clusters Score -3060189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3060183.750000 Penalty: 5002.023926
	Iteration 48Q: 3 clusters Score -3060184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3060195.500000 Penalty: 5002.023926
	Iteration 49Q: 3 clusters Score -3060196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3060198.500000 Penalty: 5002.023926
	Iteration 50Q: 3 clusters Score -3060198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3060215.750000 Penalty: 5002.023926
	Iteration 51Q: 3 clusters Score -3060216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3060216.250000 Penalty: 5002.023926
	Iteration 52Q: 3 clusters Score -3060216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3060229.000000 Penalty: 5002.023926
	Iteration 53Q: 3 clusters Score -3060229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3060228.000000 Penalty: 5002.023926
	Iteration 54Q: 3 clusters Score -3060228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3060233.750000 Penalty: 5002.023926
	Iteration 55Q: 3 clusters Score -3060234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3060241.500000 Penalty: 5002.023926
	Iteration 56Q: 3 clusters Score -3060242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3060246.000000 Penalty: 5002.023926
	Iteration 57Q: 3 clusters Score -3060246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3060251.500000 Penalty: 5002.023926
	Iteration 58Q: 3 clusters Score -3060252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3060253.250000 Penalty: 5002.023926
	Iteration 59Q: 3 clusters Score -3060253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3060260.000000 Penalty: 5002.023926
	Iteration 60F: 3 clusters Score -3060260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3060268.750000 Penalty: 5002.023926
	Iteration 61Q: 3 clusters Score -3060269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3060271.750000 Penalty: 5002.023926
	Iteration 62Q: 3 clusters Score -3060272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3060269.000000 Penalty: 5002.023926
	Iteration 63Q: 3 clusters Score -3060269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3060274.000000 Penalty: 5002.023926
	Iteration 64Q: 3 clusters Score -3060274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3060275.750000 Penalty: 5002.023926
	Iteration 65Q: 3 clusters Score -3060276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3060281.250000 Penalty: 5002.023926
	Iteration 66Q: 3 clusters Score -3060281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3060282.250000 Penalty: 5002.023926
	Iteration 67Q: 3 clusters Score -3060282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3060287.000000 Penalty: 5002.023926
	Iteration 68Q: 3 clusters Score -3060287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3060288.250000 Penalty: 5002.023926
	Iteration 69Q: 3 clusters Score -3060288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3060289.000000 Penalty: 5002.023926
	Iteration 70Q: 3 clusters Score -3060289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3060291.250000 Penalty: 5002.023926
	Iteration 71Q: 3 clusters Score -3060291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3060283.750000 Penalty: 5002.023926
	Iteration 72Q: 3 clusters Score -3060284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3060288.000000 Penalty: 5002.023926
	Iteration 73Q: 3 clusters Score -3060288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3060286.000000 Penalty: 5002.023926
	Iteration 74Q: 3 clusters Score -3060286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3060289.500000 Penalty: 5002.023926
	Iteration 75Q: 3 clusters Score -3060290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3060291.500000 Penalty: 5002.023926
	Iteration 76Q: 3 clusters Score -3060292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3060290.750000 Penalty: 5002.023926
	Iteration 77Q: 3 clusters Score -3060291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3060294.500000 Penalty: 5002.023926
	Iteration 78Q: 3 clusters Score -3060294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3060296.750000 Penalty: 5002.023926
	Iteration 79Q: 3 clusters Score -3060297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3060307.750000 Penalty: 5002.023926
	Iteration 80F: 3 clusters Score -3060308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3060305.250000 Penalty: 5002.023926
	Iteration 81Q: 3 clusters Score -3060305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3060302.250000 Penalty: 5002.023926
	Iteration 82Q: 3 clusters Score -3060302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3060303.500000 Penalty: 5002.023926
	Iteration 83Q: 3 clusters Score -3060304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3060300.750000 Penalty: 5002.023926
	Iteration 84Q: 3 clusters Score -3060301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3060299.000000 Penalty: 5002.023926
	Iteration 85Q: 3 clusters Score -3060299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3060298.500000 Penalty: 5002.023926
	Iteration 86Q: 3 clusters Score -3060298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3060301.000000 Penalty: 5002.023926
	Iteration 87Q: 3 clusters Score -3060301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3060298.750000 Penalty: 5002.023926
	Iteration 88Q: 3 clusters Score -3060299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3060298.750000 Penalty: 5002.023926
	Iteration 89F: 3 clusters Score -3060299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 291570 members 
Mstep: Class 6 contains 21869 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Entering Unmasked Estep 
Score: -104818624.000000 Penalty: 71040.851562
Splitting cluster 4 changes total score from -104812744.000000 to -104818624.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (291570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291570 members 
Entering Unmasked Estep 
Score: -37804400.000000 Penalty: 3120.592773
	Iteration 0F: 2 clusters Score -3.78044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145612 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -37646224.000000 Penalty: 6241.185547
	Iteration 0F: 3 clusters Score -3.764622e+07 nChanged 141131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -37730784.000000 Penalty: 6241.185547
	Iteration 1F: 3 clusters Score -3.773078e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -37733796.000000 Penalty: 6241.185547
	Iteration 2Q: 3 clusters Score -3.77338e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132318 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -37738788.000000 Penalty: 6241.185547
	Iteration 3Q: 3 clusters Score -3.773879e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -37745644.000000 Penalty: 6241.185547
	Iteration 4Q: 3 clusters Score -3.774564e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -37754076.000000 Penalty: 6241.185547
	Iteration 5F: 3 clusters Score -3.775408e+07 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 180710 members 
Entering Unmasked Estep 
Score: -37764220.000000 Penalty: 6241.185547
	Iteration 6F: 3 clusters Score -3.776422e+07 nChanged 17386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 188580 members 
Entering Unmasked Estep 
Score: -37774656.000000 Penalty: 6241.185547
	Iteration 7F: 3 clusters Score -3.777466e+07 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
Score: -37783972.000000 Penalty: 6241.185547
	Iteration 8F: 3 clusters Score -3.778397e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 200112 members 
Entering Unmasked Estep 
Score: -37790976.000000 Penalty: 6241.185547
	Iteration 9Q: 3 clusters Score -3.779098e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 203447 members 
Entering Unmasked Estep 
Score: -37794420.000000 Penalty: 6241.185547
	Iteration 10Q: 3 clusters Score -3.779442e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 205741 members 
Entering Unmasked Estep 
Score: -37795888.000000 Penalty: 6241.185547
	Iteration 11Q: 3 clusters Score -3.779589e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 207400 members 
Entering Unmasked Estep 
Score: -37796432.000000 Penalty: 6241.185547
	Iteration 12Q: 3 clusters Score -3.779643e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 208622 members 
Entering Unmasked Estep 
Score: -37796500.000000 Penalty: 6241.185547
	Iteration 13Q: 3 clusters Score -3.77965e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 209604 members 
Entering Unmasked Estep 
Score: -37796496.000000 Penalty: 6241.185547
	Iteration 14Q: 3 clusters Score -3.77965e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 210389 members 
Entering Unmasked Estep 
Score: -37796416.000000 Penalty: 6241.185547
	Iteration 15Q: 3 clusters Score -3.779642e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 211006 members 
Entering Unmasked Estep 
Score: -37796312.000000 Penalty: 6241.185547
	Iteration 16Q: 3 clusters Score -3.779631e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 211456 members 
Entering Unmasked Estep 
Score: -37796404.000000 Penalty: 6241.185547
	Iteration 17Q: 3 clusters Score -3.77964e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -37796752.000000 Penalty: 6241.185547
	Iteration 18Q: 3 clusters Score -3.779675e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 211680 members 
Entering Unmasked Estep 
Score: -37796968.000000 Penalty: 6241.185547
	Iteration 19Q: 3 clusters Score -3.779697e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 211650 members 
Entering Unmasked Estep 
Score: -37797264.000000 Penalty: 6241.185547
	Iteration 20F: 3 clusters Score -3.779726e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 211466 members 
Entering Unmasked Estep 
Score: -37797576.000000 Penalty: 6241.185547
	Iteration 21Q: 3 clusters Score -3.779758e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -37797788.000000 Penalty: 6241.185547
	Iteration 22Q: 3 clusters Score -3.779779e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 210806 members 
Entering Unmasked Estep 
Score: -37798080.000000 Penalty: 6241.185547
	Iteration 23Q: 3 clusters Score -3.779808e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 210458 members 
Entering Unmasked Estep 
Score: -37798636.000000 Penalty: 6241.185547
	Iteration 24Q: 3 clusters Score -3.779864e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 210014 members 
Entering Unmasked Estep 
Score: -37799120.000000 Penalty: 6241.185547
	Iteration 25Q: 3 clusters Score -3.779912e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 209647 members 
Entering Unmasked Estep 
Score: -37799836.000000 Penalty: 6241.185547
	Iteration 26Q: 3 clusters Score -3.779984e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 209358 members 
Entering Unmasked Estep 
Score: -37800760.000000 Penalty: 6241.185547
	Iteration 27Q: 3 clusters Score -3.780076e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 209104 members 
Entering Unmasked Estep 
Score: -37801672.000000 Penalty: 6241.185547
	Iteration 28Q: 3 clusters Score -3.780167e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 208845 members 
Entering Unmasked Estep 
Score: -37802492.000000 Penalty: 6241.185547
	Iteration 29Q: 3 clusters Score -3.780249e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 208704 members 
Entering Unmasked Estep 
Score: -37803588.000000 Penalty: 6241.185547
	Iteration 30Q: 3 clusters Score -3.780359e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 208629 members 
Entering Unmasked Estep 
Score: -37804396.000000 Penalty: 6241.185547
	Iteration 31Q: 3 clusters Score -3.78044e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 208714 members 
Entering Unmasked Estep 
Score: -37805304.000000 Penalty: 6241.185547
	Iteration 32Q: 3 clusters Score -3.78053e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 208999 members 
Entering Unmasked Estep 
Score: -37805888.000000 Penalty: 6241.185547
	Iteration 33Q: 3 clusters Score -3.780589e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 209399 members 
Entering Unmasked Estep 
Score: -37806700.000000 Penalty: 6241.185547
	Iteration 34Q: 3 clusters Score -3.78067e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 209918 members 
Entering Unmasked Estep 
Score: -37807180.000000 Penalty: 6241.185547
	Iteration 35Q: 3 clusters Score -3.780718e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 210623 members 
Entering Unmasked Estep 
Score: -37807644.000000 Penalty: 6241.185547
	Iteration 36Q: 3 clusters Score -3.780764e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 211471 members 
Entering Unmasked Estep 
Score: -37808144.000000 Penalty: 6241.185547
	Iteration 37Q: 3 clusters Score -3.780814e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 212276 members 
Entering Unmasked Estep 
Score: -37808372.000000 Penalty: 6241.185547
	Iteration 38Q: 3 clusters Score -3.780837e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 213202 members 
Entering Unmasked Estep 
Score: -37808788.000000 Penalty: 6241.185547
	Iteration 39Q: 3 clusters Score -3.780879e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 214148 members 
Entering Unmasked Estep 
Score: -37809320.000000 Penalty: 6241.185547
	Iteration 40F: 3 clusters Score -3.780932e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 214729 members 
Entering Unmasked Estep 
Score: -37809752.000000 Penalty: 6241.185547
	Iteration 41Q: 3 clusters Score -3.780975e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 215278 members 
Entering Unmasked Estep 
Score: -37810056.000000 Penalty: 6241.185547
	Iteration 42Q: 3 clusters Score -3.781006e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -37810252.000000 Penalty: 6241.185547
	Iteration 43Q: 3 clusters Score -3.781025e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -37810428.000000 Penalty: 6241.185547
	Iteration 44Q: 3 clusters Score -3.781043e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 216865 members 
Entering Unmasked Estep 
Score: -37810640.000000 Penalty: 6241.185547
	Iteration 45Q: 3 clusters Score -3.781064e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 217409 members 
Entering Unmasked Estep 
Score: -37810744.000000 Penalty: 6241.185547
	Iteration 46Q: 3 clusters Score -3.781074e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 217957 members 
Entering Unmasked Estep 
Score: -37810888.000000 Penalty: 6241.185547
	Iteration 47Q: 3 clusters Score -3.781089e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 218546 members 
Entering Unmasked Estep 
Score: -37811048.000000 Penalty: 6241.185547
	Iteration 48Q: 3 clusters Score -3.781105e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 219149 members 
Entering Unmasked Estep 
Score: -37811044.000000 Penalty: 6241.185547
	Iteration 49Q: 3 clusters Score -3.781104e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 219761 members 
Entering Unmasked Estep 
Score: -37811096.000000 Penalty: 6241.185547
	Iteration 50Q: 3 clusters Score -3.78111e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 220332 members 
Entering Unmasked Estep 
Score: -37811096.000000 Penalty: 6241.185547
	Iteration 51Q: 3 clusters Score -3.78111e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 220920 members 
Entering Unmasked Estep 
Score: -37811200.000000 Penalty: 6241.185547
	Iteration 52Q: 3 clusters Score -3.78112e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 221516 members 
Entering Unmasked Estep 
Score: -37811200.000000 Penalty: 6241.185547
	Iteration 53Q: 3 clusters Score -3.78112e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 222053 members 
Entering Unmasked Estep 
Score: -37811232.000000 Penalty: 6241.185547
	Iteration 54Q: 3 clusters Score -3.781123e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 222580 members 
Entering Unmasked Estep 
Score: -37811148.000000 Penalty: 6241.185547
	Iteration 55Q: 3 clusters Score -3.781115e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 223068 members 
Entering Unmasked Estep 
Score: -37811136.000000 Penalty: 6241.185547
	Iteration 56Q: 3 clusters Score -3.781114e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 223523 members 
Entering Unmasked Estep 
Score: -37811156.000000 Penalty: 6241.185547
	Iteration 57Q: 3 clusters Score -3.781116e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 223939 members 
Entering Unmasked Estep 
Score: -37811204.000000 Penalty: 6241.185547
	Iteration 58Q: 3 clusters Score -3.78112e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -37811104.000000 Penalty: 6241.185547
	Iteration 59Q: 3 clusters Score -3.78111e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 224789 members 
Entering Unmasked Estep 
Score: -37811112.000000 Penalty: 6241.185547
	Iteration 60F: 3 clusters Score -3.781111e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 225168 members 
Entering Unmasked Estep 
Score: -37811104.000000 Penalty: 6241.185547
	Iteration 61Q: 3 clusters Score -3.78111e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 225545 members 
Entering Unmasked Estep 
Score: -37811024.000000 Penalty: 6241.185547
	Iteration 62Q: 3 clusters Score -3.781102e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -37810984.000000 Penalty: 6241.185547
	Iteration 63Q: 3 clusters Score -3.781098e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 226277 members 
Entering Unmasked Estep 
Score: -37810960.000000 Penalty: 6241.185547
	Iteration 64Q: 3 clusters Score -3.781096e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 226575 members 
Entering Unmasked Estep 
Score: -37810880.000000 Penalty: 6241.185547
	Iteration 65Q: 3 clusters Score -3.781088e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 226895 members 
Entering Unmasked Estep 
Score: -37810856.000000 Penalty: 6241.185547
	Iteration 66Q: 3 clusters Score -3.781086e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 227202 members 
Entering Unmasked Estep 
Score: -37810820.000000 Penalty: 6241.185547
	Iteration 67Q: 3 clusters Score -3.781082e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 227479 members 
Entering Unmasked Estep 
Score: -37810728.000000 Penalty: 6241.185547
	Iteration 68Q: 3 clusters Score -3.781073e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 227738 members 
Entering Unmasked Estep 
Score: -37810668.000000 Penalty: 6241.185547
	Iteration 69Q: 3 clusters Score -3.781067e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 227982 members 
Entering Unmasked Estep 
Score: -37810712.000000 Penalty: 6241.185547
	Iteration 70Q: 3 clusters Score -3.781071e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 228227 members 
Entering Unmasked Estep 
Score: -37810648.000000 Penalty: 6241.185547
	Iteration 71Q: 3 clusters Score -3.781065e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 228474 members 
Entering Unmasked Estep 
Score: -37810676.000000 Penalty: 6241.185547
	Iteration 72Q: 3 clusters Score -3.781068e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 228717 members 
Entering Unmasked Estep 
Score: -37810604.000000 Penalty: 6241.185547
	Iteration 73Q: 3 clusters Score -3.78106e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 228957 members 
Entering Unmasked Estep 
Score: -37810632.000000 Penalty: 6241.185547
	Iteration 74Q: 3 clusters Score -3.781063e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 229217 members 
Entering Unmasked Estep 
Score: -37810624.000000 Penalty: 6241.185547
	Iteration 75Q: 3 clusters Score -3.781062e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 229488 members 
Entering Unmasked Estep 
Score: -37810580.000000 Penalty: 6241.185547
	Iteration 76Q: 3 clusters Score -3.781058e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 229771 members 
Entering Unmasked Estep 
Score: -37810556.000000 Penalty: 6241.185547
	Iteration 77Q: 3 clusters Score -3.781056e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 230055 members 
Entering Unmasked Estep 
Score: -37810504.000000 Penalty: 6241.185547
	Iteration 78Q: 3 clusters Score -3.78105e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 230348 members 
Entering Unmasked Estep 
Score: -37810472.000000 Penalty: 6241.185547
	Iteration 79Q: 3 clusters Score -3.781047e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 230644 members 
Entering Unmasked Estep 
Score: -37810424.000000 Penalty: 6241.185547
	Iteration 80F: 3 clusters Score -3.781042e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 230968 members 
Entering Unmasked Estep 
Score: -37810420.000000 Penalty: 6241.185547
	Iteration 81Q: 3 clusters Score -3.781042e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 231287 members 
Entering Unmasked Estep 
Score: -37810304.000000 Penalty: 6241.185547
	Iteration 82Q: 3 clusters Score -3.78103e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 231609 members 
Entering Unmasked Estep 
Score: -37810264.000000 Penalty: 6241.185547
	Iteration 83Q: 3 clusters Score -3.781026e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 231887 members 
Entering Unmasked Estep 
Score: -37810216.000000 Penalty: 6241.185547
	Iteration 84Q: 3 clusters Score -3.781022e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 232187 members 
Entering Unmasked Estep 
Score: -37810300.000000 Penalty: 6241.185547
	Iteration 85Q: 3 clusters Score -3.78103e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 232499 members 
Entering Unmasked Estep 
Score: -37810280.000000 Penalty: 6241.185547
	Iteration 86Q: 3 clusters Score -3.781028e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 232840 members 
Entering Unmasked Estep 
Score: -37810280.000000 Penalty: 6241.185547
	Iteration 87Q: 3 clusters Score -3.781028e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 233152 members 
Entering Unmasked Estep 
Score: -37810284.000000 Penalty: 6241.185547
	Iteration 88Q: 3 clusters Score -3.781028e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 233451 members 
Entering Unmasked Estep 
Score: -37810308.000000 Penalty: 6241.185547
	Iteration 89Q: 3 clusters Score -3.781031e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -37810300.000000 Penalty: 6241.185547
	Iteration 90Q: 3 clusters Score -3.78103e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 234069 members 
Entering Unmasked Estep 
Score: -37810376.000000 Penalty: 6241.185547
	Iteration 91Q: 3 clusters Score -3.781038e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 234362 members 
Entering Unmasked Estep 
Score: -37810348.000000 Penalty: 6241.185547
	Iteration 92Q: 3 clusters Score -3.781035e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 234654 members 
Entering Unmasked Estep 
Score: -37810288.000000 Penalty: 6241.185547
	Iteration 93Q: 3 clusters Score -3.781029e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 234950 members 
Entering Unmasked Estep 
Score: -37810248.000000 Penalty: 6241.185547
	Iteration 94Q: 3 clusters Score -3.781025e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 235252 members 
Entering Unmasked Estep 
Score: -37810252.000000 Penalty: 6241.185547
	Iteration 95Q: 3 clusters Score -3.781025e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 235583 members 
Entering Unmasked Estep 
Score: -37810280.000000 Penalty: 6241.185547
	Iteration 96Q: 3 clusters Score -3.781028e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 235943 members 
Entering Unmasked Estep 
Score: -37810296.000000 Penalty: 6241.185547
	Iteration 97Q: 3 clusters Score -3.78103e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 236308 members 
Entering Unmasked Estep 
Score: -37810332.000000 Penalty: 6241.185547
	Iteration 98Q: 3 clusters Score -3.781033e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 236675 members 
Entering Unmasked Estep 
Score: -37810232.000000 Penalty: 6241.185547
	Iteration 99Q: 3 clusters Score -3.781023e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 237063 members 
Entering Unmasked Estep 
Score: -37810244.000000 Penalty: 6241.185547
	Iteration 100F: 3 clusters Score -3.781024e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 237454 members 
Entering Unmasked Estep 
Score: -37810296.000000 Penalty: 6241.185547
	Iteration 101Q: 3 clusters Score -3.78103e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 237854 members 
Entering Unmasked Estep 
Score: -37810376.000000 Penalty: 6241.185547
	Iteration 102Q: 3 clusters Score -3.781038e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 238280 members 
Entering Unmasked Estep 
Score: -37810364.000000 Penalty: 6241.185547
	Iteration 103Q: 3 clusters Score -3.781036e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 238741 members 
Entering Unmasked Estep 
Score: -37810344.000000 Penalty: 6241.185547
	Iteration 104Q: 3 clusters Score -3.781034e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 239234 members 
Entering Unmasked Estep 
Score: -37810360.000000 Penalty: 6241.185547
	Iteration 105Q: 3 clusters Score -3.781036e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 239769 members 
Entering Unmasked Estep 
Score: -37810316.000000 Penalty: 6241.185547
	Iteration 106Q: 3 clusters Score -3.781032e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 240370 members 
Entering Unmasked Estep 
Score: -37810348.000000 Penalty: 6241.185547
	Iteration 107Q: 3 clusters Score -3.781035e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 240992 members 
Entering Unmasked Estep 
Score: -37810396.000000 Penalty: 6241.185547
	Iteration 108Q: 3 clusters Score -3.78104e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 241664 members 
Entering Unmasked Estep 
Score: -37810500.000000 Penalty: 6241.185547
	Iteration 109Q: 3 clusters Score -3.78105e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 242317 members 
Entering Unmasked Estep 
Score: -37810540.000000 Penalty: 6241.185547
	Iteration 110Q: 3 clusters Score -3.781054e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 243002 members 
Entering Unmasked Estep 
Score: -37810572.000000 Penalty: 6241.185547
	Iteration 111Q: 3 clusters Score -3.781057e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 243813 members 
Entering Unmasked Estep 
Score: -37810644.000000 Penalty: 6241.185547
	Iteration 112Q: 3 clusters Score -3.781064e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 244676 members 
Entering Unmasked Estep 
Score: -37810808.000000 Penalty: 6241.185547
	Iteration 113Q: 3 clusters Score -3.781081e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 245622 members 
Entering Unmasked Estep 
Score: -37811268.000000 Penalty: 6241.185547
	Iteration 114Q: 3 clusters Score -3.781127e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 246608 members 
Entering Unmasked Estep 
Score: -37811588.000000 Penalty: 6241.185547
	Iteration 115Q: 3 clusters Score -3.781159e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 247670 members 
Entering Unmasked Estep 
Score: -37811880.000000 Penalty: 6241.185547
	Iteration 116Q: 3 clusters Score -3.781188e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 248848 members 
Entering Unmasked Estep 
Score: -37812376.000000 Penalty: 6241.185547
	Iteration 117Q: 3 clusters Score -3.781238e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 250107 members 
Entering Unmasked Estep 
Score: -37813040.000000 Penalty: 6241.185547
	Iteration 118Q: 3 clusters Score -3.781304e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 251405 members 
Entering Unmasked Estep 
Score: -37813932.000000 Penalty: 6241.185547
	Iteration 119Q: 3 clusters Score -3.781393e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 252739 members 
Entering Unmasked Estep 
Score: -37814700.000000 Penalty: 6241.185547
	Iteration 120F: 3 clusters Score -3.78147e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 254079 members 
Entering Unmasked Estep 
Score: -37815552.000000 Penalty: 6241.185547
	Iteration 121Q: 3 clusters Score -3.781555e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 255308 members 
Entering Unmasked Estep 
Score: -37816388.000000 Penalty: 6241.185547
	Iteration 122Q: 3 clusters Score -3.781639e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 256378 members 
Entering Unmasked Estep 
Score: -37817008.000000 Penalty: 6241.185547
	Iteration 123Q: 3 clusters Score -3.781701e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 257299 members 
Entering Unmasked Estep 
Score: -37817384.000000 Penalty: 6241.185547
	Iteration 124Q: 3 clusters Score -3.781738e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 258157 members 
Entering Unmasked Estep 
Score: -37817744.000000 Penalty: 6241.185547
	Iteration 125Q: 3 clusters Score -3.781774e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 258902 members 
Entering Unmasked Estep 
Score: -37818028.000000 Penalty: 6241.185547
	Iteration 126Q: 3 clusters Score -3.781803e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 259544 members 
Entering Unmasked Estep 
Score: -37818168.000000 Penalty: 6241.185547
	Iteration 127Q: 3 clusters Score -3.781817e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 260139 members 
Entering Unmasked Estep 
Score: -37818180.000000 Penalty: 6241.185547
	Iteration 128Q: 3 clusters Score -3.781818e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 260654 members 
Entering Unmasked Estep 
Score: -37818188.000000 Penalty: 6241.185547
	Iteration 129Q: 3 clusters Score -3.781819e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 261107 members 
Entering Unmasked Estep 
Score: -37818320.000000 Penalty: 6241.185547
	Iteration 130Q: 3 clusters Score -3.781832e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 261518 members 
Entering Unmasked Estep 
Score: -37818308.000000 Penalty: 6241.185547
	Iteration 131Q: 3 clusters Score -3.781831e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 261858 members 
Entering Unmasked Estep 
Score: -37818380.000000 Penalty: 6241.185547
	Iteration 132Q: 3 clusters Score -3.781838e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 262153 members 
Entering Unmasked Estep 
Score: -37818296.000000 Penalty: 6241.185547
	Iteration 133Q: 3 clusters Score -3.78183e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 262406 members 
Entering Unmasked Estep 
Score: -37818320.000000 Penalty: 6241.185547
	Iteration 134Q: 3 clusters Score -3.781832e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 262643 members 
Entering Unmasked Estep 
Score: -37818280.000000 Penalty: 6241.185547
	Iteration 135Q: 3 clusters Score -3.781828e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 262870 members 
Entering Unmasked Estep 
Score: -37818216.000000 Penalty: 6241.185547
	Iteration 136Q: 3 clusters Score -3.781822e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 263105 members 
Entering Unmasked Estep 
Score: -37818112.000000 Penalty: 6241.185547
	Iteration 137Q: 3 clusters Score -3.781811e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 263325 members 
Entering Unmasked Estep 
Score: -37818144.000000 Penalty: 6241.185547
	Iteration 138Q: 3 clusters Score -3.781814e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 263515 members 
Entering Unmasked Estep 
Score: -37818176.000000 Penalty: 6241.185547
	Iteration 139Q: 3 clusters Score -3.781818e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 263695 members 
Entering Unmasked Estep 
Score: -37818080.000000 Penalty: 6241.185547
	Iteration 140F: 3 clusters Score -3.781808e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 263869 members 
Entering Unmasked Estep 
Score: -37818124.000000 Penalty: 6241.185547
	Iteration 141Q: 3 clusters Score -3.781812e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 264012 members 
Entering Unmasked Estep 
Score: -37818128.000000 Penalty: 6241.185547
	Iteration 142Q: 3 clusters Score -3.781813e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 264135 members 
Entering Unmasked Estep 
Score: -37818184.000000 Penalty: 6241.185547
	Iteration 143Q: 3 clusters Score -3.781818e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 264240 members 
Entering Unmasked Estep 
Score: -37818204.000000 Penalty: 6241.185547
	Iteration 144Q: 3 clusters Score -3.78182e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 264331 members 
Entering Unmasked Estep 
Score: -37818164.000000 Penalty: 6241.185547
	Iteration 145Q: 3 clusters Score -3.781816e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 264415 members 
Entering Unmasked Estep 
Score: -37818176.000000 Penalty: 6241.185547
	Iteration 146Q: 3 clusters Score -3.781818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 264492 members 
Entering Unmasked Estep 
Score: -37818148.000000 Penalty: 6241.185547
	Iteration 147Q: 3 clusters Score -3.781815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 264578 members 
Entering Unmasked Estep 
Score: -37818172.000000 Penalty: 6241.185547
	Iteration 148Q: 3 clusters Score -3.781817e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 264672 members 
Entering Unmasked Estep 
Score: -37818132.000000 Penalty: 6241.185547
	Iteration 149Q: 3 clusters Score -3.781813e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 264780 members 
Entering Unmasked Estep 
Score: -37818108.000000 Penalty: 6241.185547
	Iteration 150Q: 3 clusters Score -3.781811e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 264878 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 151Q: 3 clusters Score -3.781808e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 264989 members 
Entering Unmasked Estep 
Score: -37818060.000000 Penalty: 6241.185547
	Iteration 152Q: 3 clusters Score -3.781806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 265081 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 153Q: 3 clusters Score -3.781804e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 265161 members 
Entering Unmasked Estep 
Score: -37818040.000000 Penalty: 6241.185547
	Iteration 154Q: 3 clusters Score -3.781804e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 265225 members 
Entering Unmasked Estep 
Score: -37818056.000000 Penalty: 6241.185547
	Iteration 155Q: 3 clusters Score -3.781806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 265304 members 
Entering Unmasked Estep 
Score: -37818032.000000 Penalty: 6241.185547
	Iteration 156Q: 3 clusters Score -3.781803e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 265367 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 157Q: 3 clusters Score -3.781804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 265424 members 
Entering Unmasked Estep 
Score: -37818012.000000 Penalty: 6241.185547
	Iteration 158Q: 3 clusters Score -3.781801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 265476 members 
Entering Unmasked Estep 
Score: -37818028.000000 Penalty: 6241.185547
	Iteration 159Q: 3 clusters Score -3.781803e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 265528 members 
Entering Unmasked Estep 
Score: -37818060.000000 Penalty: 6241.185547
	Iteration 160F: 3 clusters Score -3.781806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 265577 members 
Entering Unmasked Estep 
Score: -37818056.000000 Penalty: 6241.185547
	Iteration 161Q: 3 clusters Score -3.781806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 265617 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 162Q: 3 clusters Score -3.781804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 265645 members 
Entering Unmasked Estep 
Score: -37818040.000000 Penalty: 6241.185547
	Iteration 163Q: 3 clusters Score -3.781804e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 265687 members 
Entering Unmasked Estep 
Score: -37818056.000000 Penalty: 6241.185547
	Iteration 164Q: 3 clusters Score -3.781806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 265734 members 
Entering Unmasked Estep 
Score: -37818056.000000 Penalty: 6241.185547
	Iteration 165Q: 3 clusters Score -3.781806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 265778 members 
Entering Unmasked Estep 
Score: -37818040.000000 Penalty: 6241.185547
	Iteration 166Q: 3 clusters Score -3.781804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 265816 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 167Q: 3 clusters Score -3.781804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 265851 members 
Entering Unmasked Estep 
Score: -37818044.000000 Penalty: 6241.185547
	Iteration 168Q: 3 clusters Score -3.781804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 265892 members 
Entering Unmasked Estep 
Score: -37818024.000000 Penalty: 6241.185547
	Iteration 169Q: 3 clusters Score -3.781802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 265921 members 
Entering Unmasked Estep 
Score: -37818044.000000 Penalty: 6241.185547
	Iteration 170Q: 3 clusters Score -3.781804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 265949 members 
Entering Unmasked Estep 
Score: -37818092.000000 Penalty: 6241.185547
	Iteration 171Q: 3 clusters Score -3.781809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 265980 members 
Entering Unmasked Estep 
Score: -37818068.000000 Penalty: 6241.185547
	Iteration 172Q: 3 clusters Score -3.781807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 266008 members 
Entering Unmasked Estep 
Score: -37818052.000000 Penalty: 6241.185547
	Iteration 173Q: 3 clusters Score -3.781805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 266042 members 
Entering Unmasked Estep 
Score: -37818080.000000 Penalty: 6241.185547
	Iteration 174Q: 3 clusters Score -3.781808e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 266078 members 
Entering Unmasked Estep 
Score: -37818112.000000 Penalty: 6241.185547
	Iteration 175Q: 3 clusters Score -3.781811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 266114 members 
Entering Unmasked Estep 
Score: -37818072.000000 Penalty: 6241.185547
	Iteration 176Q: 3 clusters Score -3.781807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 266146 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 177Q: 3 clusters Score -3.781808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 266175 members 
Entering Unmasked Estep 
Score: -37818052.000000 Penalty: 6241.185547
	Iteration 178Q: 3 clusters Score -3.781805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 266204 members 
Entering Unmasked Estep 
Score: -37818060.000000 Penalty: 6241.185547
	Iteration 179Q: 3 clusters Score -3.781806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 266229 members 
Entering Unmasked Estep 
Score: -37818068.000000 Penalty: 6241.185547
	Iteration 180F: 3 clusters Score -3.781807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 266250 members 
Entering Unmasked Estep 
Score: -37818100.000000 Penalty: 6241.185547
	Iteration 181Q: 3 clusters Score -3.78181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 266271 members 
Entering Unmasked Estep 
Score: -37818096.000000 Penalty: 6241.185547
	Iteration 182Q: 3 clusters Score -3.78181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 266295 members 
Entering Unmasked Estep 
Score: -37818068.000000 Penalty: 6241.185547
	Iteration 183Q: 3 clusters Score -3.781807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 266312 members 
Entering Unmasked Estep 
Score: -37818052.000000 Penalty: 6241.185547
	Iteration 184Q: 3 clusters Score -3.781805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 266321 members 
Entering Unmasked Estep 
Score: -37818032.000000 Penalty: 6241.185547
	Iteration 185Q: 3 clusters Score -3.781803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 266334 members 
Entering Unmasked Estep 
Score: -37818044.000000 Penalty: 6241.185547
	Iteration 186Q: 3 clusters Score -3.781804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 266351 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 187Q: 3 clusters Score -3.781804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 266367 members 
Entering Unmasked Estep 
Score: -37818020.000000 Penalty: 6241.185547
	Iteration 188Q: 3 clusters Score -3.781802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 266387 members 
Entering Unmasked Estep 
Score: -37818008.000000 Penalty: 6241.185547
	Iteration 189Q: 3 clusters Score -3.781801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 266408 members 
Entering Unmasked Estep 
Score: -37818020.000000 Penalty: 6241.185547
	Iteration 190Q: 3 clusters Score -3.781802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 266433 members 
Entering Unmasked Estep 
Score: -37818032.000000 Penalty: 6241.185547
	Iteration 191Q: 3 clusters Score -3.781803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 266460 members 
Entering Unmasked Estep 
Score: -37818020.000000 Penalty: 6241.185547
	Iteration 192Q: 3 clusters Score -3.781802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 266483 members 
Entering Unmasked Estep 
Score: -37818004.000000 Penalty: 6241.185547
	Iteration 193Q: 3 clusters Score -3.7818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 266508 members 
Entering Unmasked Estep 
Score: -37818008.000000 Penalty: 6241.185547
	Iteration 194Q: 3 clusters Score -3.781801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 266529 members 
Entering Unmasked Estep 
Score: -37818036.000000 Penalty: 6241.185547
	Iteration 195Q: 3 clusters Score -3.781804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 266551 members 
Entering Unmasked Estep 
Score: -37818072.000000 Penalty: 6241.185547
	Iteration 196Q: 3 clusters Score -3.781807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 266567 members 
Entering Unmasked Estep 
Score: -37818080.000000 Penalty: 6241.185547
	Iteration 197Q: 3 clusters Score -3.781808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 266579 members 
Entering Unmasked Estep 
Score: -37818076.000000 Penalty: 6241.185547
	Iteration 198Q: 3 clusters Score -3.781808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 266589 members 
Entering Unmasked Estep 
Score: -37818068.000000 Penalty: 6241.185547
	Iteration 199Q: 3 clusters Score -3.781807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 266602 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 200F: 3 clusters Score -3.781808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 266614 members 
Entering Unmasked Estep 
Score: -37818092.000000 Penalty: 6241.185547
	Iteration 201Q: 3 clusters Score -3.781809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 266622 members 
Entering Unmasked Estep 
Score: -37818068.000000 Penalty: 6241.185547
	Iteration 202Q: 3 clusters Score -3.781807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 266630 members 
Entering Unmasked Estep 
Score: -37818088.000000 Penalty: 6241.185547
	Iteration 203Q: 3 clusters Score -3.781809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 266635 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 204Q: 3 clusters Score -3.781808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 266641 members 
Entering Unmasked Estep 
Score: -37818028.000000 Penalty: 6241.185547
	Iteration 205Q: 3 clusters Score -3.781803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 266646 members 
Entering Unmasked Estep 
Score: -37818064.000000 Penalty: 6241.185547
	Iteration 206Q: 3 clusters Score -3.781806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 266648 members 
Entering Unmasked Estep 
Score: -37818052.000000 Penalty: 6241.185547
	Iteration 207Q: 3 clusters Score -3.781805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 266650 members 
Entering Unmasked Estep 
Score: -37818044.000000 Penalty: 6241.185547
	Iteration 208Q: 3 clusters Score -3.781804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 266653 members 
Entering Unmasked Estep 
Score: -37818076.000000 Penalty: 6241.185547
	Iteration 209Q: 3 clusters Score -3.781808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 266658 members 
Entering Unmasked Estep 
Score: -37818088.000000 Penalty: 6241.185547
	Iteration 210Q: 3 clusters Score -3.781809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 266661 members 
Entering Unmasked Estep 
Score: -37818076.000000 Penalty: 6241.185547
	Iteration 211Q: 3 clusters Score -3.781808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 266666 members 
Entering Unmasked Estep 
Score: -37818096.000000 Penalty: 6241.185547
	Iteration 212Q: 3 clusters Score -3.78181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 266668 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 213Q: 3 clusters Score -3.781808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 266670 members 
Entering Unmasked Estep 
Score: -37818088.000000 Penalty: 6241.185547
	Iteration 214Q: 3 clusters Score -3.781809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 266671 members 
Entering Unmasked Estep 
Score: -37818088.000000 Penalty: 6241.185547
	Iteration 215Q: 3 clusters Score -3.781809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 266673 members 
Entering Unmasked Estep 
Score: -37818080.000000 Penalty: 6241.185547
	Iteration 216Q: 3 clusters Score -3.781808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 266675 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 217Q: 3 clusters Score -3.781808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 266675 members 
Entering Unmasked Estep 
Score: -37818084.000000 Penalty: 6241.185547
	Iteration 218Q: 3 clusters Score -3.781808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 266676 members 
Entering Unmasked Estep 
Score: -37818088.000000 Penalty: 6241.185547
	Iteration 219Q: 3 clusters Score -3.781809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 266678 members 
Entering Unmasked Estep 
Score: -37818080.000000 Penalty: 6241.185547
	Iteration 220F: 3 clusters Score -3.781808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 21869 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Entering Unmasked Estep 
Score: -104833224.000000 Penalty: 74423.750000
Splitting cluster 5 changes total score from -104812744.000000 to -104833224.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -2833674.250000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -2833674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2818635.750000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -2818636 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2823911.750000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -2823912 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2825044.000000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -2825044 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2826700.500000 Penalty: 4956.441406
	Iteration 3F: 3 clusters Score -2826700 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2828637.000000 Penalty: 4956.441406
	Iteration 4F: 3 clusters Score -2828637 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2830447.500000 Penalty: 4956.441406
	Iteration 5F: 3 clusters Score -2830448 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2831905.500000 Penalty: 4956.441406
	Iteration 6F: 3 clusters Score -2831906 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2832763.750000 Penalty: 4956.441406
	Iteration 7Q: 3 clusters Score -2832764 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2833139.750000 Penalty: 4956.441406
	Iteration 8Q: 3 clusters Score -2833140 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2833317.750000 Penalty: 4956.441406
	Iteration 9Q: 3 clusters Score -2833318 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2833413.000000 Penalty: 4956.441406
	Iteration 10Q: 3 clusters Score -2833413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2833478.000000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -2833478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2833511.000000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -2833511 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2833543.500000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -2833544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2833565.250000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -2833565 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2833584.000000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -2833584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2833605.000000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -2833605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2833621.000000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -2833621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2833627.500000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -2833628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2833637.750000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -2833638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2833645.250000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -2833645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2833653.000000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -2833653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2833652.750000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -2833653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2833660.500000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -2833660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2833661.750000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -2833662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2833667.500000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -2833668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2833671.250000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -2833671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2833681.250000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -2833681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2833682.250000 Penalty: 4956.441406
	Iteration 28Q: 3 clusters Score -2833682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2833679.000000 Penalty: 4956.441406
	Iteration 29Q: 3 clusters Score -2833679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2833691.000000 Penalty: 4956.441406
	Iteration 30Q: 3 clusters Score -2833691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2833685.750000 Penalty: 4956.441406
	Iteration 31Q: 3 clusters Score -2833686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2833691.000000 Penalty: 4956.441406
	Iteration 32Q: 3 clusters Score -2833691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2833686.750000 Penalty: 4956.441406
	Iteration 33Q: 3 clusters Score -2833687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2833689.000000 Penalty: 4956.441406
	Iteration 34Q: 3 clusters Score -2833689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2833686.750000 Penalty: 4956.441406
	Iteration 35Q: 3 clusters Score -2833687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2833695.250000 Penalty: 4956.441406
	Iteration 36Q: 3 clusters Score -2833695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2833697.250000 Penalty: 4956.441406
	Iteration 37Q: 3 clusters Score -2833697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2833703.750000 Penalty: 4956.441406
	Iteration 38Q: 3 clusters Score -2833704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2833700.500000 Penalty: 4956.441406
	Iteration 39Q: 3 clusters Score -2833700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2833698.500000 Penalty: 4956.441406
	Iteration 40F: 3 clusters Score -2833698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2833702.750000 Penalty: 4956.441406
	Iteration 41Q: 3 clusters Score -2833703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2833692.000000 Penalty: 4956.441406
	Iteration 42Q: 3 clusters Score -2833692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2833695.000000 Penalty: 4956.441406
	Iteration 43Q: 3 clusters Score -2833695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2833696.500000 Penalty: 4956.441406
	Iteration 44Q: 3 clusters Score -2833696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2833696.250000 Penalty: 4956.441406
	Iteration 45Q: 3 clusters Score -2833696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2833698.500000 Penalty: 4956.441406
	Iteration 46Q: 3 clusters Score -2833698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2833706.000000 Penalty: 4956.441406
	Iteration 47Q: 3 clusters Score -2833706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2833700.250000 Penalty: 4956.441406
	Iteration 48Q: 3 clusters Score -2833700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2833705.250000 Penalty: 4956.441406
	Iteration 49Q: 3 clusters Score -2833705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2833700.500000 Penalty: 4956.441406
	Iteration 50Q: 3 clusters Score -2833700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2833704.000000 Penalty: 4956.441406
	Iteration 51Q: 3 clusters Score -2833704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2833703.500000 Penalty: 4956.441406
	Iteration 52Q: 3 clusters Score -2833704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2833708.500000 Penalty: 4956.441406
	Iteration 53Q: 3 clusters Score -2833708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2833701.750000 Penalty: 4956.441406
	Iteration 54Q: 3 clusters Score -2833702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2833701.500000 Penalty: 4956.441406
	Iteration 55Q: 3 clusters Score -2833702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2833703.500000 Penalty: 4956.441406
	Iteration 56Q: 3 clusters Score -2833704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2833705.000000 Penalty: 4956.441406
	Iteration 57Q: 3 clusters Score -2833705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2833705.000000 Penalty: 4956.441406
	Iteration 58F: 3 clusters Score -2833705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Entering Unmasked Estep 
Score: -104832080.000000 Penalty: 77806.648438
Splitting cluster 6 changes total score from -104812744.000000 to -104832080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (25525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Entering Unmasked Estep 
Score: -3211775.000000 Penalty: 2516.558594
	Iteration 0F: 2 clusters Score -3211775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3194094.250000 Penalty: 5033.117188
	Iteration 0F: 3 clusters Score -3194094 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3201083.000000 Penalty: 5033.117188
	Iteration 1F: 3 clusters Score -3201083 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3203034.750000 Penalty: 5033.117188
	Iteration 2F: 3 clusters Score -3203035 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3205534.250000 Penalty: 5033.117188
	Iteration 3F: 3 clusters Score -3205534 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3207969.250000 Penalty: 5033.117188
	Iteration 4F: 3 clusters Score -3207969 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3209757.000000 Penalty: 5033.117188
	Iteration 5F: 3 clusters Score -3209757 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3210578.000000 Penalty: 5033.117188
	Iteration 6F: 3 clusters Score -3210578 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3210888.500000 Penalty: 5033.117188
	Iteration 7Q: 3 clusters Score -3210888 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3211020.500000 Penalty: 5033.117188
	Iteration 8Q: 3 clusters Score -3211020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3211093.250000 Penalty: 5033.117188
	Iteration 9Q: 3 clusters Score -3211093 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3211148.250000 Penalty: 5033.117188
	Iteration 10Q: 3 clusters Score -3211148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3211170.250000 Penalty: 5033.117188
	Iteration 11Q: 3 clusters Score -3211170 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3211204.500000 Penalty: 5033.117188
	Iteration 12Q: 3 clusters Score -3211204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3211224.000000 Penalty: 5033.117188
	Iteration 13Q: 3 clusters Score -3211224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3211238.750000 Penalty: 5033.117188
	Iteration 14Q: 3 clusters Score -3211239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3211247.750000 Penalty: 5033.117188
	Iteration 15Q: 3 clusters Score -3211248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3211261.000000 Penalty: 5033.117188
	Iteration 16Q: 3 clusters Score -3211261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3211257.500000 Penalty: 5033.117188
	Iteration 17Q: 3 clusters Score -3211258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3211269.250000 Penalty: 5033.117188
	Iteration 18Q: 3 clusters Score -3211269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3211265.250000 Penalty: 5033.117188
	Iteration 19Q: 3 clusters Score -3211265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3211270.750000 Penalty: 5033.117188
	Iteration 20F: 3 clusters Score -3211271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3211281.500000 Penalty: 5033.117188
	Iteration 21Q: 3 clusters Score -3211282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3211287.250000 Penalty: 5033.117188
	Iteration 22Q: 3 clusters Score -3211287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3211298.250000 Penalty: 5033.117188
	Iteration 23Q: 3 clusters Score -3211298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3211315.250000 Penalty: 5033.117188
	Iteration 24Q: 3 clusters Score -3211315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3211324.000000 Penalty: 5033.117188
	Iteration 25Q: 3 clusters Score -3211324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3211328.500000 Penalty: 5033.117188
	Iteration 26Q: 3 clusters Score -3211328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3211341.750000 Penalty: 5033.117188
	Iteration 27Q: 3 clusters Score -3211342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3211343.250000 Penalty: 5033.117188
	Iteration 28Q: 3 clusters Score -3211343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3211336.500000 Penalty: 5033.117188
	Iteration 29Q: 3 clusters Score -3211336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3211348.250000 Penalty: 5033.117188
	Iteration 30Q: 3 clusters Score -3211348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3211354.750000 Penalty: 5033.117188
	Iteration 31Q: 3 clusters Score -3211355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3211358.000000 Penalty: 5033.117188
	Iteration 32Q: 3 clusters Score -3211358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3211362.000000 Penalty: 5033.117188
	Iteration 33Q: 3 clusters Score -3211362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3211371.000000 Penalty: 5033.117188
	Iteration 34Q: 3 clusters Score -3211371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3211388.250000 Penalty: 5033.117188
	Iteration 35Q: 3 clusters Score -3211388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3211388.750000 Penalty: 5033.117188
	Iteration 36Q: 3 clusters Score -3211389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3211396.750000 Penalty: 5033.117188
	Iteration 37Q: 3 clusters Score -3211397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3211399.750000 Penalty: 5033.117188
	Iteration 38Q: 3 clusters Score -3211400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3211418.750000 Penalty: 5033.117188
	Iteration 39Q: 3 clusters Score -3211419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3211437.500000 Penalty: 5033.117188
	Iteration 40F: 3 clusters Score -3211438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3211457.000000 Penalty: 5033.117188
	Iteration 41Q: 3 clusters Score -3211457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3211467.500000 Penalty: 5033.117188
	Iteration 42Q: 3 clusters Score -3211468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3211481.750000 Penalty: 5033.117188
	Iteration 43Q: 3 clusters Score -3211482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3211491.000000 Penalty: 5033.117188
	Iteration 44Q: 3 clusters Score -3211491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3211515.500000 Penalty: 5033.117188
	Iteration 45Q: 3 clusters Score -3211516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3211522.250000 Penalty: 5033.117188
	Iteration 46Q: 3 clusters Score -3211522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3211532.250000 Penalty: 5033.117188
	Iteration 47Q: 3 clusters Score -3211532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3211549.000000 Penalty: 5033.117188
	Iteration 48Q: 3 clusters Score -3211549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3211563.000000 Penalty: 5033.117188
	Iteration 49Q: 3 clusters Score -3211563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3211568.750000 Penalty: 5033.117188
	Iteration 50Q: 3 clusters Score -3211569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3211573.500000 Penalty: 5033.117188
	Iteration 51Q: 3 clusters Score -3211574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3211584.000000 Penalty: 5033.117188
	Iteration 52Q: 3 clusters Score -3211584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3211605.500000 Penalty: 5033.117188
	Iteration 53Q: 3 clusters Score -3211606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3211617.750000 Penalty: 5033.117188
	Iteration 54Q: 3 clusters Score -3211618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3211648.250000 Penalty: 5033.117188
	Iteration 55Q: 3 clusters Score -3211648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3211663.250000 Penalty: 5033.117188
	Iteration 56Q: 3 clusters Score -3211663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3211677.750000 Penalty: 5033.117188
	Iteration 57Q: 3 clusters Score -3211678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3211704.250000 Penalty: 5033.117188
	Iteration 58Q: 3 clusters Score -3211704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3211724.750000 Penalty: 5033.117188
	Iteration 59Q: 3 clusters Score -3211725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3211741.000000 Penalty: 5033.117188
	Iteration 60F: 3 clusters Score -3211741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3211768.250000 Penalty: 5033.117188
	Iteration 61Q: 3 clusters Score -3211768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3211809.250000 Penalty: 5033.117188
	Iteration 62Q: 3 clusters Score -3211809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3211886.250000 Penalty: 5033.117188
	Iteration 63Q: 3 clusters Score -3211886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3211969.500000 Penalty: 5033.117188
	Iteration 64Q: 3 clusters Score -3211970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3212036.250000 Penalty: 5033.117188
	Iteration 65Q: 3 clusters Score -3212036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3212088.500000 Penalty: 5033.117188
	Iteration 66Q: 3 clusters Score -3212088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3212107.750000 Penalty: 5033.117188
	Iteration 67Q: 3 clusters Score -3212108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3212130.750000 Penalty: 5033.117188
	Iteration 68Q: 3 clusters Score -3212131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3212135.500000 Penalty: 5033.117188
	Iteration 69Q: 3 clusters Score -3212136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3212140.750000 Penalty: 5033.117188
	Iteration 70Q: 3 clusters Score -3212141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3212148.250000 Penalty: 5033.117188
	Iteration 71Q: 3 clusters Score -3212148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3212150.750000 Penalty: 5033.117188
	Iteration 72Q: 3 clusters Score -3212151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3212154.000000 Penalty: 5033.117188
	Iteration 73Q: 3 clusters Score -3212154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3212158.750000 Penalty: 5033.117188
	Iteration 74Q: 3 clusters Score -3212159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3212165.250000 Penalty: 5033.117188
	Iteration 75Q: 3 clusters Score -3212165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3212164.500000 Penalty: 5033.117188
	Iteration 76Q: 3 clusters Score -3212164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3212167.750000 Penalty: 5033.117188
	Iteration 77Q: 3 clusters Score -3212168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3212170.250000 Penalty: 5033.117188
	Iteration 78Q: 3 clusters Score -3212170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3212170.250000 Penalty: 5033.117188
	Iteration 79F: 3 clusters Score -3212170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Entering Unmasked Estep 
Score: -104831832.000000 Penalty: 81189.546875
Splitting cluster 7 changes total score from -104812744.000000 to -104831832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (27349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Entering Unmasked Estep 
Score: -3270656.500000 Penalty: 2533.676025
	Iteration 0F: 2 clusters Score -3270656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3251963.750000 Penalty: 5067.352051
	Iteration 0F: 3 clusters Score -3251964 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3259300.250000 Penalty: 5067.352051
	Iteration 1F: 3 clusters Score -3259300 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3261003.000000 Penalty: 5067.352051
	Iteration 2F: 3 clusters Score -3261003 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3263944.500000 Penalty: 5067.352051
	Iteration 3F: 3 clusters Score -3263944 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3267395.000000 Penalty: 5067.352051
	Iteration 4F: 3 clusters Score -3267395 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3269725.000000 Penalty: 5067.352051
	Iteration 5F: 3 clusters Score -3269725 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3271159.250000 Penalty: 5067.352051
	Iteration 6F: 3 clusters Score -3271159 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3272074.500000 Penalty: 5067.352051
	Iteration 7F: 3 clusters Score -3272074 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3272856.500000 Penalty: 5067.352051
	Iteration 8Q: 3 clusters Score -3272856 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3273552.000000 Penalty: 5067.352051
	Iteration 9Q: 3 clusters Score -3273552 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3274185.500000 Penalty: 5067.352051
	Iteration 10Q: 3 clusters Score -3274186 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3274800.500000 Penalty: 5067.352051
	Iteration 11Q: 3 clusters Score -3274800 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3275590.000000 Penalty: 5067.352051
	Iteration 12Q: 3 clusters Score -3275590 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3276627.000000 Penalty: 5067.352051
	Iteration 13Q: 3 clusters Score -3276627 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3277456.750000 Penalty: 5067.352051
	Iteration 14Q: 3 clusters Score -3277457 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3277852.750000 Penalty: 5067.352051
	Iteration 15Q: 3 clusters Score -3277853 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3278017.000000 Penalty: 5067.352051
	Iteration 16Q: 3 clusters Score -3278017 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3278108.500000 Penalty: 5067.352051
	Iteration 17Q: 3 clusters Score -3278108 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3278128.250000 Penalty: 5067.352051
	Iteration 18Q: 3 clusters Score -3278128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3278172.250000 Penalty: 5067.352051
	Iteration 19Q: 3 clusters Score -3278172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3278217.000000 Penalty: 5067.352051
	Iteration 20F: 3 clusters Score -3278217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3278228.000000 Penalty: 5067.352051
	Iteration 21Q: 3 clusters Score -3278228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3278228.500000 Penalty: 5067.352051
	Iteration 22Q: 3 clusters Score -3278228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3278249.250000 Penalty: 5067.352051
	Iteration 23Q: 3 clusters Score -3278249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3278262.000000 Penalty: 5067.352051
	Iteration 24Q: 3 clusters Score -3278262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3278251.250000 Penalty: 5067.352051
	Iteration 25Q: 3 clusters Score -3278251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3278251.500000 Penalty: 5067.352051
	Iteration 26Q: 3 clusters Score -3278252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3278259.250000 Penalty: 5067.352051
	Iteration 27Q: 3 clusters Score -3278259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3278260.750000 Penalty: 5067.352051
	Iteration 28Q: 3 clusters Score -3278261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3278268.500000 Penalty: 5067.352051
	Iteration 29Q: 3 clusters Score -3278268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3278273.250000 Penalty: 5067.352051
	Iteration 30Q: 3 clusters Score -3278273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3278276.500000 Penalty: 5067.352051
	Iteration 31Q: 3 clusters Score -3278276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3278276.000000 Penalty: 5067.352051
	Iteration 32Q: 3 clusters Score -3278276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3278272.750000 Penalty: 5067.352051
	Iteration 33Q: 3 clusters Score -3278273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3278272.000000 Penalty: 5067.352051
	Iteration 34Q: 3 clusters Score -3278272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3278270.750000 Penalty: 5067.352051
	Iteration 35Q: 3 clusters Score -3278271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3278276.000000 Penalty: 5067.352051
	Iteration 36Q: 3 clusters Score -3278276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3278274.000000 Penalty: 5067.352051
	Iteration 37Q: 3 clusters Score -3278274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3278273.000000 Penalty: 5067.352051
	Iteration 38Q: 3 clusters Score -3278273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3278269.000000 Penalty: 5067.352051
	Iteration 39Q: 3 clusters Score -3278269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3278265.250000 Penalty: 5067.352051
	Iteration 40F: 3 clusters Score -3278265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3278268.000000 Penalty: 5067.352051
	Iteration 41Q: 3 clusters Score -3278268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3278271.500000 Penalty: 5067.352051
	Iteration 42Q: 3 clusters Score -3278272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3278278.500000 Penalty: 5067.352051
	Iteration 43Q: 3 clusters Score -3278278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3278286.500000 Penalty: 5067.352051
	Iteration 44Q: 3 clusters Score -3278286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3278290.500000 Penalty: 5067.352051
	Iteration 45Q: 3 clusters Score -3278290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3278287.000000 Penalty: 5067.352051
	Iteration 46Q: 3 clusters Score -3278287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3278288.250000 Penalty: 5067.352051
	Iteration 47Q: 3 clusters Score -3278288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3278298.000000 Penalty: 5067.352051
	Iteration 48Q: 3 clusters Score -3278298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3278293.500000 Penalty: 5067.352051
	Iteration 49Q: 3 clusters Score -3278294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3278297.750000 Penalty: 5067.352051
	Iteration 50Q: 3 clusters Score -3278298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3278298.750000 Penalty: 5067.352051
	Iteration 51Q: 3 clusters Score -3278299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3278295.750000 Penalty: 5067.352051
	Iteration 52Q: 3 clusters Score -3278296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3278294.250000 Penalty: 5067.352051
	Iteration 53Q: 3 clusters Score -3278294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3278295.750000 Penalty: 5067.352051
	Iteration 54Q: 3 clusters Score -3278296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3278294.750000 Penalty: 5067.352051
	Iteration 55Q: 3 clusters Score -3278295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3278292.750000 Penalty: 5067.352051
	Iteration 56Q: 3 clusters Score -3278293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3278296.750000 Penalty: 5067.352051
	Iteration 57Q: 3 clusters Score -3278297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3278299.750000 Penalty: 5067.352051
	Iteration 58Q: 3 clusters Score -3278300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3278299.500000 Penalty: 5067.352051
	Iteration 59Q: 3 clusters Score -3278300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3278297.500000 Penalty: 5067.352051
	Iteration 60F: 3 clusters Score -3278298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3278297.000000 Penalty: 5067.352051
	Iteration 61Q: 3 clusters Score -3278297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3278304.750000 Penalty: 5067.352051
	Iteration 62Q: 3 clusters Score -3278305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3278301.000000 Penalty: 5067.352051
	Iteration 63Q: 3 clusters Score -3278301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3278301.000000 Penalty: 5067.352051
	Iteration 64F: 3 clusters Score -3278301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Entering Unmasked Estep 
Score: -104838208.000000 Penalty: 84572.445312
Splitting cluster 8 changes total score from -104812744.000000 to -104838208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (42109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Entering Unmasked Estep 
Score: -5481065.000000 Penalty: 2640.708252
	Iteration 0F: 2 clusters Score -5481065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5452623.000000 Penalty: 5281.416504
	Iteration 0F: 3 clusters Score -5452623 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5463194.500000 Penalty: 5281.416504
	Iteration 1F: 3 clusters Score -5463194 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5464140.500000 Penalty: 5281.416504
	Iteration 2F: 3 clusters Score -5464140 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5465673.000000 Penalty: 5281.416504
	Iteration 3F: 3 clusters Score -5465673 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5468041.500000 Penalty: 5281.416504
	Iteration 4F: 3 clusters Score -5468042 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5470952.500000 Penalty: 5281.416504
	Iteration 5F: 3 clusters Score -5470952 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5473625.500000 Penalty: 5281.416504
	Iteration 6F: 3 clusters Score -5473626 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5475731.500000 Penalty: 5281.416504
	Iteration 7F: 3 clusters Score -5475732 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -5477080.500000 Penalty: 5281.416504
	Iteration 8Q: 3 clusters Score -5477080 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5477814.500000 Penalty: 5281.416504
	Iteration 9Q: 3 clusters Score -5477814 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5478178.000000 Penalty: 5281.416504
	Iteration 10Q: 3 clusters Score -5478178 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5478354.500000 Penalty: 5281.416504
	Iteration 11Q: 3 clusters Score -5478354 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5478493.000000 Penalty: 5281.416504
	Iteration 12Q: 3 clusters Score -5478493 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5478598.000000 Penalty: 5281.416504
	Iteration 13Q: 3 clusters Score -5478598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5478630.000000 Penalty: 5281.416504
	Iteration 14Q: 3 clusters Score -5478630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5478659.500000 Penalty: 5281.416504
	Iteration 15Q: 3 clusters Score -5478660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5478683.000000 Penalty: 5281.416504
	Iteration 16Q: 3 clusters Score -5478683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5478725.500000 Penalty: 5281.416504
	Iteration 17Q: 3 clusters Score -5478726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5478748.000000 Penalty: 5281.416504
	Iteration 18Q: 3 clusters Score -5478748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5478784.000000 Penalty: 5281.416504
	Iteration 19Q: 3 clusters Score -5478784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5478814.000000 Penalty: 5281.416504
	Iteration 20F: 3 clusters Score -5478814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5478848.000000 Penalty: 5281.416504
	Iteration 21Q: 3 clusters Score -5478848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5478886.500000 Penalty: 5281.416504
	Iteration 22Q: 3 clusters Score -5478886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5478920.500000 Penalty: 5281.416504
	Iteration 23Q: 3 clusters Score -5478920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5478937.000000 Penalty: 5281.416504
	Iteration 24Q: 3 clusters Score -5478937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5478971.000000 Penalty: 5281.416504
	Iteration 25Q: 3 clusters Score -5478971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5479012.500000 Penalty: 5281.416504
	Iteration 26Q: 3 clusters Score -5479012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5479052.000000 Penalty: 5281.416504
	Iteration 27Q: 3 clusters Score -5479052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5479096.500000 Penalty: 5281.416504
	Iteration 28Q: 3 clusters Score -5479096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5479138.000000 Penalty: 5281.416504
	Iteration 29Q: 3 clusters Score -5479138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5479183.500000 Penalty: 5281.416504
	Iteration 30Q: 3 clusters Score -5479184 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5479215.500000 Penalty: 5281.416504
	Iteration 31Q: 3 clusters Score -5479216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5479255.500000 Penalty: 5281.416504
	Iteration 32Q: 3 clusters Score -5479256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5479301.500000 Penalty: 5281.416504
	Iteration 33Q: 3 clusters Score -5479302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5479351.500000 Penalty: 5281.416504
	Iteration 34Q: 3 clusters Score -5479352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5479381.500000 Penalty: 5281.416504
	Iteration 35Q: 3 clusters Score -5479382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5479436.500000 Penalty: 5281.416504
	Iteration 36Q: 3 clusters Score -5479436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5479493.000000 Penalty: 5281.416504
	Iteration 37Q: 3 clusters Score -5479493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5479529.500000 Penalty: 5281.416504
	Iteration 38Q: 3 clusters Score -5479530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5479561.500000 Penalty: 5281.416504
	Iteration 39Q: 3 clusters Score -5479562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5479593.500000 Penalty: 5281.416504
	Iteration 40F: 3 clusters Score -5479594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5479601.500000 Penalty: 5281.416504
	Iteration 41Q: 3 clusters Score -5479602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5479618.000000 Penalty: 5281.416504
	Iteration 42Q: 3 clusters Score -5479618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5479628.000000 Penalty: 5281.416504
	Iteration 43Q: 3 clusters Score -5479628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5479627.000000 Penalty: 5281.416504
	Iteration 44Q: 3 clusters Score -5479627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5479640.000000 Penalty: 5281.416504
	Iteration 45Q: 3 clusters Score -5479640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5479634.500000 Penalty: 5281.416504
	Iteration 46Q: 3 clusters Score -5479634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5479644.500000 Penalty: 5281.416504
	Iteration 47Q: 3 clusters Score -5479644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5479647.000000 Penalty: 5281.416504
	Iteration 48Q: 3 clusters Score -5479647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5479649.000000 Penalty: 5281.416504
	Iteration 49Q: 3 clusters Score -5479649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5479647.000000 Penalty: 5281.416504
	Iteration 50Q: 3 clusters Score -5479647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5479649.000000 Penalty: 5281.416504
	Iteration 51Q: 3 clusters Score -5479649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5479645.000000 Penalty: 5281.416504
	Iteration 52Q: 3 clusters Score -5479645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5479643.500000 Penalty: 5281.416504
	Iteration 53Q: 3 clusters Score -5479644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5479647.000000 Penalty: 5281.416504
	Iteration 54Q: 3 clusters Score -5479647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5479647.000000 Penalty: 5281.416504
	Iteration 55F: 3 clusters Score -5479647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -140505.953125 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -140506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -138620.750000 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -138620.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140142.375000 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -140142.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141551.093750 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -141551.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142183.890625 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -142183.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142377.781250 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -142377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142439.265625 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -142439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142464.500000 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -142464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -142475.828125 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -142475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142492.328125 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -142492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -142518.484375 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -142518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -142533.609375 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -142533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142544.875000 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -142544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142552.031250 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -142552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142560.562500 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -142560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142565.984375 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -142566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142569.843750 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -142569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -142571.296875 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -142571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142578.984375 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -142579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142594.359375 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -142594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142614.312500 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -142614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142634.687500 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -142634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142653.140625 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -142653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142666.921875 Penalty: 3573.995117
	Iteration 22Q: 3 clusters Score -142666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142674.640625 Penalty: 3573.995117
	Iteration 23Q: 3 clusters Score -142674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142684.281250 Penalty: 3573.995117
	Iteration 24Q: 3 clusters Score -142684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142688.687500 Penalty: 3573.995117
	Iteration 25Q: 3 clusters Score -142688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142720.781250 Penalty: 3573.995117
	Iteration 26Q: 3 clusters Score -142720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142731.671875 Penalty: 3573.995117
	Iteration 27Q: 3 clusters Score -142731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142732.937500 Penalty: 3573.995117
	Iteration 28Q: 3 clusters Score -142732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142732.937500 Penalty: 3573.995117
	Iteration 29F: 3 clusters Score -142732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Entering Unmasked Estep 
Score: -104838920.000000 Penalty: 87955.343750
Splitting cluster 10 changes total score from -104812744.000000 to -104838920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -139264.625000 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -139264.6 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 649 members 
Entering Unmasked Estep 
Score: -137452.250000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -137452.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138924.859375 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -138924.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -140161.812500 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -140161.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -140824.562500 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -140824.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141112.437500 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -141112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -141233.656250 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -141233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -141294.828125 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -141294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141311.125000 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -141311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141313.375000 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -141313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141314.765625 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -141314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141317.875000 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -141317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141330.343750 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -141330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141383.515625 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -141383.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -141555.312500 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -141555.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -141831.015625 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -141831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -141928.359375 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -141928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141938.140625 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -141938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141938.250000 Penalty: 3560.936768
	Iteration 17F: 3 clusters Score -141938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141940.968750 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -141941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141940.968750 Penalty: 3560.936768
	Iteration 19F: 3 clusters Score -141941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 921 members 
Entering Unmasked Estep 
Score: -104840008.000000 Penalty: 91338.234375
Splitting cluster 11 changes total score from -104812744.000000 to -104840008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (19471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Entering Unmasked Estep 
Score: -2384052.750000 Penalty: 2449.416992
	Iteration 0F: 2 clusters Score -2384053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2370386.500000 Penalty: 4898.833984
	Iteration 0F: 3 clusters Score -2370386 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2375622.250000 Penalty: 4898.833984
	Iteration 1F: 3 clusters Score -2375622 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2376856.250000 Penalty: 4898.833984
	Iteration 2F: 3 clusters Score -2376856 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2378069.000000 Penalty: 4898.833984
	Iteration 3F: 3 clusters Score -2378069 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2379097.250000 Penalty: 4898.833984
	Iteration 4F: 3 clusters Score -2379097 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2379959.750000 Penalty: 4898.833984
	Iteration 5F: 3 clusters Score -2379960 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2380613.750000 Penalty: 4898.833984
	Iteration 6F: 3 clusters Score -2380614 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2381052.000000 Penalty: 4898.833984
	Iteration 7Q: 3 clusters Score -2381052 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2381352.000000 Penalty: 4898.833984
	Iteration 8Q: 3 clusters Score -2381352 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2381590.250000 Penalty: 4898.833984
	Iteration 9Q: 3 clusters Score -2381590 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2381755.750000 Penalty: 4898.833984
	Iteration 10Q: 3 clusters Score -2381756 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2381912.750000 Penalty: 4898.833984
	Iteration 11Q: 3 clusters Score -2381913 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2382072.750000 Penalty: 4898.833984
	Iteration 12Q: 3 clusters Score -2382073 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2382251.750000 Penalty: 4898.833984
	Iteration 13Q: 3 clusters Score -2382252 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2382462.750000 Penalty: 4898.833984
	Iteration 14Q: 3 clusters Score -2382463 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2382735.750000 Penalty: 4898.833984
	Iteration 15Q: 3 clusters Score -2382736 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2383012.000000 Penalty: 4898.833984
	Iteration 16Q: 3 clusters Score -2383012 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2383287.250000 Penalty: 4898.833984
	Iteration 17Q: 3 clusters Score -2383287 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2383578.750000 Penalty: 4898.833984
	Iteration 18Q: 3 clusters Score -2383579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2383858.250000 Penalty: 4898.833984
	Iteration 19Q: 3 clusters Score -2383858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2384043.750000 Penalty: 4898.833984
	Iteration 20F: 3 clusters Score -2384044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2384139.250000 Penalty: 4898.833984
	Iteration 21Q: 3 clusters Score -2384139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2384204.250000 Penalty: 4898.833984
	Iteration 22Q: 3 clusters Score -2384204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2384229.000000 Penalty: 4898.833984
	Iteration 23Q: 3 clusters Score -2384229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2384247.250000 Penalty: 4898.833984
	Iteration 24Q: 3 clusters Score -2384247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2384262.250000 Penalty: 4898.833984
	Iteration 25Q: 3 clusters Score -2384262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2384268.000000 Penalty: 4898.833984
	Iteration 26Q: 3 clusters Score -2384268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2384281.000000 Penalty: 4898.833984
	Iteration 27Q: 3 clusters Score -2384281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2384289.000000 Penalty: 4898.833984
	Iteration 28Q: 3 clusters Score -2384289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2384289.250000 Penalty: 4898.833984
	Iteration 29Q: 3 clusters Score -2384289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2384291.250000 Penalty: 4898.833984
	Iteration 30Q: 3 clusters Score -2384291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2384296.250000 Penalty: 4898.833984
	Iteration 31Q: 3 clusters Score -2384296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2384295.000000 Penalty: 4898.833984
	Iteration 32Q: 3 clusters Score -2384295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2384294.500000 Penalty: 4898.833984
	Iteration 33Q: 3 clusters Score -2384294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2384293.250000 Penalty: 4898.833984
	Iteration 34Q: 3 clusters Score -2384293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2384297.750000 Penalty: 4898.833984
	Iteration 35Q: 3 clusters Score -2384298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2384295.000000 Penalty: 4898.833984
	Iteration 36Q: 3 clusters Score -2384295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2384295.000000 Penalty: 4898.833984
	Iteration 37F: 3 clusters Score -2384295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 17849 members 
Entering Unmasked Estep 
Score: -104839376.000000 Penalty: 94721.132812
Splitting cluster 12 changes total score from -104812744.000000 to -104839376.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -982684.750000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -982684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -975663.500000 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -975663.5 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -979071.000000 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -979071 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -981639.250000 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -981639.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -983926.375000 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -983926.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -985096.375000 Penalty: 4534.728027
	Iteration 4F: 3 clusters Score -985096.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -985655.312500 Penalty: 4534.728027
	Iteration 5F: 3 clusters Score -985655.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -985993.437500 Penalty: 4534.728027
	Iteration 6Q: 3 clusters Score -985993.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -986261.375000 Penalty: 4534.728027
	Iteration 7Q: 3 clusters Score -986261.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -986485.062500 Penalty: 4534.728027
	Iteration 8Q: 3 clusters Score -986485.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -986661.812500 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -986661.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -986753.250000 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -986753.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -986828.687500 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -986828.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -986894.250000 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -986894.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -986926.062500 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -986926.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -986939.125000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -986939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -986956.687500 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -986956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -986963.500000 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -986963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -986965.687500 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -986965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -986967.187500 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -986967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -986969.312500 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -986969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -986997.062500 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -986997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -987020.687500 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -987020.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -987037.937500 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -987037.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -987051.500000 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -987051.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -987064.437500 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -987064.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -987079.687500 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -987079.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -987090.937500 Penalty: 4534.728027
	Iteration 26Q: 3 clusters Score -987090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -987101.500000 Penalty: 4534.728027
	Iteration 27Q: 3 clusters Score -987101.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -987106.562500 Penalty: 4534.728027
	Iteration 28Q: 3 clusters Score -987106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -987116.625000 Penalty: 4534.728027
	Iteration 29Q: 3 clusters Score -987116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -987117.625000 Penalty: 4534.728027
	Iteration 30Q: 3 clusters Score -987117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -987118.312500 Penalty: 4534.728027
	Iteration 31Q: 3 clusters Score -987118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -987122.625000 Penalty: 4534.728027
	Iteration 32Q: 3 clusters Score -987122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -987127.750000 Penalty: 4534.728027
	Iteration 33Q: 3 clusters Score -987127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -987133.500000 Penalty: 4534.728027
	Iteration 34Q: 3 clusters Score -987133.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -987143.375000 Penalty: 4534.728027
	Iteration 35Q: 3 clusters Score -987143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -987149.687500 Penalty: 4534.728027
	Iteration 36Q: 3 clusters Score -987149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -987154.687500 Penalty: 4534.728027
	Iteration 37Q: 3 clusters Score -987154.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -987158.187500 Penalty: 4534.728027
	Iteration 38Q: 3 clusters Score -987158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -987160.875000 Penalty: 4534.728027
	Iteration 39Q: 3 clusters Score -987160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -987161.250000 Penalty: 4534.728027
	Iteration 40F: 3 clusters Score -987161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -987162.250000 Penalty: 4534.728027
	Iteration 41Q: 3 clusters Score -987162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -987163.312500 Penalty: 4534.728027
	Iteration 42Q: 3 clusters Score -987163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -987162.062500 Penalty: 4534.728027
	Iteration 43Q: 3 clusters Score -987162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -987164.375000 Penalty: 4534.728027
	Iteration 44Q: 3 clusters Score -987164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -987165.187500 Penalty: 4534.728027
	Iteration 45Q: 3 clusters Score -987165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -987164.625000 Penalty: 4534.728027
	Iteration 46Q: 3 clusters Score -987164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -987164.500000 Penalty: 4534.728027
	Iteration 47Q: 3 clusters Score -987164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -987164.500000 Penalty: 4534.728027
	Iteration 48F: 3 clusters Score -987164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 22588 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 17849 members 
Mstep: Class 29 contains 8337 members 
Entering Unmasked Estep 
Score: -104842696.000000 Penalty: 98104.031250
Splitting cluster 13 changes total score from -104812744.000000 to -104842696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (164670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Entering Unmasked Estep 
Score: -21345962.000000 Penalty: 2978.901367
	Iteration 0F: 2 clusters Score -2.134596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -21235648.000000 Penalty: 5957.802734
	Iteration 0F: 3 clusters Score -2.123565e+07 nChanged 78889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -21281324.000000 Penalty: 5957.802734
	Iteration 1F: 3 clusters Score -2.128132e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -21282124.000000 Penalty: 5957.802734
	Iteration 2Q: 3 clusters Score -2.128212e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -21282944.000000 Penalty: 5957.802734
	Iteration 3Q: 3 clusters Score -2.128294e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -21284018.000000 Penalty: 5957.802734
	Iteration 4Q: 3 clusters Score -2.128402e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -21285290.000000 Penalty: 5957.802734
	Iteration 5Q: 3 clusters Score -2.128529e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -21286786.000000 Penalty: 5957.802734
	Iteration 6Q: 3 clusters Score -2.128679e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -21288984.000000 Penalty: 5957.802734
	Iteration 7Q: 3 clusters Score -2.128898e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -21292436.000000 Penalty: 5957.802734
	Iteration 8Q: 3 clusters Score -2.129244e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -21297594.000000 Penalty: 5957.802734
	Iteration 9F: 3 clusters Score -2.129759e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -21304542.000000 Penalty: 5957.802734
	Iteration 10F: 3 clusters Score -2.130454e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -21312708.000000 Penalty: 5957.802734
	Iteration 11F: 3 clusters Score -2.131271e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -21321040.000000 Penalty: 5957.802734
	Iteration 12F: 3 clusters Score -2.132104e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -21328826.000000 Penalty: 5957.802734
	Iteration 13F: 3 clusters Score -2.132883e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -21334704.000000 Penalty: 5957.802734
	Iteration 14Q: 3 clusters Score -2.13347e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -21338342.000000 Penalty: 5957.802734
	Iteration 15Q: 3 clusters Score -2.133834e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -21340338.000000 Penalty: 5957.802734
	Iteration 16Q: 3 clusters Score -2.134034e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 161717 members 
Entering Unmasked Estep 
Score: -21341432.000000 Penalty: 5957.802734
	Iteration 17Q: 3 clusters Score -2.134143e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 162609 members 
Entering Unmasked Estep 
Score: -21342220.000000 Penalty: 5957.802734
	Iteration 18Q: 3 clusters Score -2.134222e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -21342598.000000 Penalty: 5957.802734
	Iteration 19Q: 3 clusters Score -2.13426e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -21342876.000000 Penalty: 5957.802734
	Iteration 20F: 3 clusters Score -2.134288e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -21342988.000000 Penalty: 5957.802734
	Iteration 21Q: 3 clusters Score -2.134299e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -21343064.000000 Penalty: 5957.802734
	Iteration 22Q: 3 clusters Score -2.134306e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -21343154.000000 Penalty: 5957.802734
	Iteration 23Q: 3 clusters Score -2.134315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -21343242.000000 Penalty: 5957.802734
	Iteration 24Q: 3 clusters Score -2.134324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -21343262.000000 Penalty: 5957.802734
	Iteration 25Q: 3 clusters Score -2.134326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -21343288.000000 Penalty: 5957.802734
	Iteration 26Q: 3 clusters Score -2.134329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -21343308.000000 Penalty: 5957.802734
	Iteration 27Q: 3 clusters Score -2.134331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -21343294.000000 Penalty: 5957.802734
	Iteration 28Q: 3 clusters Score -2.134329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -21343326.000000 Penalty: 5957.802734
	Iteration 29Q: 3 clusters Score -2.134333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -21343334.000000 Penalty: 5957.802734
	Iteration 30Q: 3 clusters Score -2.134333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -21343376.000000 Penalty: 5957.802734
	Iteration 31Q: 3 clusters Score -2.134338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -21343376.000000 Penalty: 5957.802734
	Iteration 32Q: 3 clusters Score -2.134338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -21343370.000000 Penalty: 5957.802734
	Iteration 33Q: 3 clusters Score -2.134337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -21343372.000000 Penalty: 5957.802734
	Iteration 34Q: 3 clusters Score -2.134337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -21343388.000000 Penalty: 5957.802734
	Iteration 35Q: 3 clusters Score -2.134339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -21343378.000000 Penalty: 5957.802734
	Iteration 36Q: 3 clusters Score -2.134338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -21343382.000000 Penalty: 5957.802734
	Iteration 37Q: 3 clusters Score -2.134338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -21343386.000000 Penalty: 5957.802734
	Iteration 38Q: 3 clusters Score -2.134339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -21343388.000000 Penalty: 5957.802734
	Iteration 39Q: 3 clusters Score -2.134339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -21343386.000000 Penalty: 5957.802734
	Iteration 40F: 3 clusters Score -2.134339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -21343400.000000 Penalty: 5957.802734
	Iteration 41Q: 3 clusters Score -2.13434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -21343400.000000 Penalty: 5957.802734
	Iteration 42F: 3 clusters Score -2.13434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Entering Unmasked Estep 
Score: -2710347.500000 Penalty: 2483.172119
	Iteration 0F: 2 clusters Score -2710348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2694720.500000 Penalty: 4966.344238
	Iteration 0F: 3 clusters Score -2694720 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2700218.250000 Penalty: 4966.344238
	Iteration 1F: 3 clusters Score -2700218 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2700835.000000 Penalty: 4966.344238
	Iteration 2F: 3 clusters Score -2700835 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2701470.750000 Penalty: 4966.344238
	Iteration 3F: 3 clusters Score -2701471 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2702106.500000 Penalty: 4966.344238
	Iteration 4F: 3 clusters Score -2702106 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2702785.250000 Penalty: 4966.344238
	Iteration 5F: 3 clusters Score -2702785 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2703555.500000 Penalty: 4966.344238
	Iteration 6F: 3 clusters Score -2703556 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2704306.000000 Penalty: 4966.344238
	Iteration 7F: 3 clusters Score -2704306 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2705069.250000 Penalty: 4966.344238
	Iteration 8F: 3 clusters Score -2705069 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2705803.000000 Penalty: 4966.344238
	Iteration 9Q: 3 clusters Score -2705803 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2706546.250000 Penalty: 4966.344238
	Iteration 10Q: 3 clusters Score -2706546 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2707167.750000 Penalty: 4966.344238
	Iteration 11Q: 3 clusters Score -2707168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2707675.000000 Penalty: 4966.344238
	Iteration 12Q: 3 clusters Score -2707675 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2708076.250000 Penalty: 4966.344238
	Iteration 13Q: 3 clusters Score -2708076 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2708368.250000 Penalty: 4966.344238
	Iteration 14Q: 3 clusters Score -2708368 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2708629.000000 Penalty: 4966.344238
	Iteration 15Q: 3 clusters Score -2708629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2708808.250000 Penalty: 4966.344238
	Iteration 16Q: 3 clusters Score -2708808 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2708958.500000 Penalty: 4966.344238
	Iteration 17Q: 3 clusters Score -2708958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2709100.750000 Penalty: 4966.344238
	Iteration 18Q: 3 clusters Score -2709101 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2709269.500000 Penalty: 4966.344238
	Iteration 19Q: 3 clusters Score -2709270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2709541.750000 Penalty: 4966.344238
	Iteration 20F: 3 clusters Score -2709542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2709741.750000 Penalty: 4966.344238
	Iteration 21Q: 3 clusters Score -2709742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2709810.000000 Penalty: 4966.344238
	Iteration 22Q: 3 clusters Score -2709810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2709857.000000 Penalty: 4966.344238
	Iteration 23Q: 3 clusters Score -2709857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2709873.000000 Penalty: 4966.344238
	Iteration 24Q: 3 clusters Score -2709873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2709886.750000 Penalty: 4966.344238
	Iteration 25Q: 3 clusters Score -2709887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2709887.250000 Penalty: 4966.344238
	Iteration 26Q: 3 clusters Score -2709887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2709889.250000 Penalty: 4966.344238
	Iteration 27Q: 3 clusters Score -2709889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2709894.500000 Penalty: 4966.344238
	Iteration 28Q: 3 clusters Score -2709894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2709894.500000 Penalty: 4966.344238
	Iteration 29F: 3 clusters Score -2709894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Entering Unmasked Estep 
Score: -6710515.500000 Penalty: 2691.510498
	Iteration 0F: 2 clusters Score -6710516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6675676.000000 Penalty: 5383.020996
	Iteration 0F: 3 clusters Score -6675676 nChanged 23922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6688823.000000 Penalty: 5383.020996
	Iteration 1F: 3 clusters Score -6688823 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -6689359.500000 Penalty: 5383.020996
	Iteration 2Q: 3 clusters Score -6689360 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -6689837.000000 Penalty: 5383.020996
	Iteration 3Q: 3 clusters Score -6689837 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -6690362.000000 Penalty: 5383.020996
	Iteration 4Q: 3 clusters Score -6690362 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -6690991.500000 Penalty: 5383.020996
	Iteration 5Q: 3 clusters Score -6690992 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6691953.500000 Penalty: 5383.020996
	Iteration 6Q: 3 clusters Score -6691954 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -6693280.000000 Penalty: 5383.020996
	Iteration 7Q: 3 clusters Score -6693280 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6695246.500000 Penalty: 5383.020996
	Iteration 8F: 3 clusters Score -6695246 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6697972.000000 Penalty: 5383.020996
	Iteration 9F: 3 clusters Score -6697972 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -6700939.500000 Penalty: 5383.020996
	Iteration 10F: 3 clusters Score -6700940 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -6703473.500000 Penalty: 5383.020996
	Iteration 11F: 3 clusters Score -6703474 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -6705399.500000 Penalty: 5383.020996
	Iteration 12Q: 3 clusters Score -6705400 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6706613.000000 Penalty: 5383.020996
	Iteration 13Q: 3 clusters Score -6706613 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -6707214.500000 Penalty: 5383.020996
	Iteration 14Q: 3 clusters Score -6707214 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -6707537.500000 Penalty: 5383.020996
	Iteration 15Q: 3 clusters Score -6707538 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -6707681.500000 Penalty: 5383.020996
	Iteration 16Q: 3 clusters Score -6707682 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6707764.500000 Penalty: 5383.020996
	Iteration 17Q: 3 clusters Score -6707764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -6707826.500000 Penalty: 5383.020996
	Iteration 18Q: 3 clusters Score -6707826 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -6707887.500000 Penalty: 5383.020996
	Iteration 19Q: 3 clusters Score -6707888 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6707889.500000 Penalty: 5383.020996
	Iteration 20F: 3 clusters Score -6707890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -6707960.000000 Penalty: 5383.020996
	Iteration 21Q: 3 clusters Score -6707960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6707982.000000 Penalty: 5383.020996
	Iteration 22Q: 3 clusters Score -6707982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6708004.500000 Penalty: 5383.020996
	Iteration 23Q: 3 clusters Score -6708004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6708037.000000 Penalty: 5383.020996
	Iteration 24Q: 3 clusters Score -6708037 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -6708067.500000 Penalty: 5383.020996
	Iteration 25Q: 3 clusters Score -6708068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -6708067.000000 Penalty: 5383.020996
	Iteration 26Q: 3 clusters Score -6708067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6708099.000000 Penalty: 5383.020996
	Iteration 27Q: 3 clusters Score -6708099 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6708111.500000 Penalty: 5383.020996
	Iteration 28Q: 3 clusters Score -6708112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6708137.000000 Penalty: 5383.020996
	Iteration 29Q: 3 clusters Score -6708137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -6708148.500000 Penalty: 5383.020996
	Iteration 30Q: 3 clusters Score -6708148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6708162.000000 Penalty: 5383.020996
	Iteration 31Q: 3 clusters Score -6708162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -6708169.000000 Penalty: 5383.020996
	Iteration 32Q: 3 clusters Score -6708169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -6708176.500000 Penalty: 5383.020996
	Iteration 33Q: 3 clusters Score -6708176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -6708177.000000 Penalty: 5383.020996
	Iteration 34Q: 3 clusters Score -6708177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -6708181.500000 Penalty: 5383.020996
	Iteration 35Q: 3 clusters Score -6708182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6708186.000000 Penalty: 5383.020996
	Iteration 36Q: 3 clusters Score -6708186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6708185.500000 Penalty: 5383.020996
	Iteration 37Q: 3 clusters Score -6708186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6708186.500000 Penalty: 5383.020996
	Iteration 38Q: 3 clusters Score -6708186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -6708191.500000 Penalty: 5383.020996
	Iteration 39Q: 3 clusters Score -6708192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -6708213.500000 Penalty: 5383.020996
	Iteration 40F: 3 clusters Score -6708214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6708214.500000 Penalty: 5383.020996
	Iteration 41Q: 3 clusters Score -6708214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6708222.000000 Penalty: 5383.020996
	Iteration 42Q: 3 clusters Score -6708222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6708228.500000 Penalty: 5383.020996
	Iteration 43Q: 3 clusters Score -6708228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -6708230.500000 Penalty: 5383.020996
	Iteration 44Q: 3 clusters Score -6708230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -6708231.000000 Penalty: 5383.020996
	Iteration 45Q: 3 clusters Score -6708231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -6708233.500000 Penalty: 5383.020996
	Iteration 46Q: 3 clusters Score -6708234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6708223.000000 Penalty: 5383.020996
	Iteration 47Q: 3 clusters Score -6708223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6708246.000000 Penalty: 5383.020996
	Iteration 48Q: 3 clusters Score -6708246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6708251.000000 Penalty: 5383.020996
	Iteration 49Q: 3 clusters Score -6708251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6708246.000000 Penalty: 5383.020996
	Iteration 50Q: 3 clusters Score -6708246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6708257.500000 Penalty: 5383.020996
	Iteration 51Q: 3 clusters Score -6708258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6708271.500000 Penalty: 5383.020996
	Iteration 52Q: 3 clusters Score -6708272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -6708274.000000 Penalty: 5383.020996
	Iteration 53Q: 3 clusters Score -6708274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -6708280.000000 Penalty: 5383.020996
	Iteration 54Q: 3 clusters Score -6708280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -6708287.500000 Penalty: 5383.020996
	Iteration 55Q: 3 clusters Score -6708288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6708288.000000 Penalty: 5383.020996
	Iteration 56Q: 3 clusters Score -6708288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6708288.500000 Penalty: 5383.020996
	Iteration 57Q: 3 clusters Score -6708288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6708288.000000 Penalty: 5383.020996
	Iteration 58Q: 3 clusters Score -6708288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -6708285.000000 Penalty: 5383.020996
	Iteration 59Q: 3 clusters Score -6708285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6708296.500000 Penalty: 5383.020996
	Iteration 60F: 3 clusters Score -6708296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6708300.500000 Penalty: 5383.020996
	Iteration 61Q: 3 clusters Score -6708300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -6708304.000000 Penalty: 5383.020996
	Iteration 62Q: 3 clusters Score -6708304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6708296.500000 Penalty: 5383.020996
	Iteration 63Q: 3 clusters Score -6708296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6708306.000000 Penalty: 5383.020996
	Iteration 64Q: 3 clusters Score -6708306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -6708305.000000 Penalty: 5383.020996
	Iteration 65Q: 3 clusters Score -6708305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6708305.500000 Penalty: 5383.020996
	Iteration 66Q: 3 clusters Score -6708306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -6708294.000000 Penalty: 5383.020996
	Iteration 67Q: 3 clusters Score -6708294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6708315.000000 Penalty: 5383.020996
	Iteration 68Q: 3 clusters Score -6708315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -6708315.500000 Penalty: 5383.020996
	Iteration 69Q: 3 clusters Score -6708316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6708314.500000 Penalty: 5383.020996
	Iteration 70Q: 3 clusters Score -6708314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -6708325.000000 Penalty: 5383.020996
	Iteration 71Q: 3 clusters Score -6708325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6708315.500000 Penalty: 5383.020996
	Iteration 72Q: 3 clusters Score -6708316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -6708324.500000 Penalty: 5383.020996
	Iteration 73Q: 3 clusters Score -6708324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6708321.000000 Penalty: 5383.020996
	Iteration 74Q: 3 clusters Score -6708321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -6708328.000000 Penalty: 5383.020996
	Iteration 75Q: 3 clusters Score -6708328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6708334.000000 Penalty: 5383.020996
	Iteration 76Q: 3 clusters Score -6708334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6708331.500000 Penalty: 5383.020996
	Iteration 77Q: 3 clusters Score -6708332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6708338.500000 Penalty: 5383.020996
	Iteration 78Q: 3 clusters Score -6708338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6708350.500000 Penalty: 5383.020996
	Iteration 79Q: 3 clusters Score -6708350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -6708349.000000 Penalty: 5383.020996
	Iteration 80F: 3 clusters Score -6708349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6708350.000000 Penalty: 5383.020996
	Iteration 81Q: 3 clusters Score -6708350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6708347.500000 Penalty: 5383.020996
	Iteration 82Q: 3 clusters Score -6708348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6708346.500000 Penalty: 5383.020996
	Iteration 83Q: 3 clusters Score -6708346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6708349.000000 Penalty: 5383.020996
	Iteration 84Q: 3 clusters Score -6708349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6708348.500000 Penalty: 5383.020996
	Iteration 85Q: 3 clusters Score -6708348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -6708359.500000 Penalty: 5383.020996
	Iteration 86Q: 3 clusters Score -6708360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6708353.000000 Penalty: 5383.020996
	Iteration 87Q: 3 clusters Score -6708353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6708354.000000 Penalty: 5383.020996
	Iteration 88Q: 3 clusters Score -6708354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6708351.500000 Penalty: 5383.020996
	Iteration 89Q: 3 clusters Score -6708352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -6708367.000000 Penalty: 5383.020996
	Iteration 90Q: 3 clusters Score -6708367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -6708361.000000 Penalty: 5383.020996
	Iteration 91Q: 3 clusters Score -6708361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6708353.500000 Penalty: 5383.020996
	Iteration 92Q: 3 clusters Score -6708354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6708348.000000 Penalty: 5383.020996
	Iteration 93Q: 3 clusters Score -6708348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6708357.500000 Penalty: 5383.020996
	Iteration 94Q: 3 clusters Score -6708358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6708368.500000 Penalty: 5383.020996
	Iteration 95Q: 3 clusters Score -6708368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6708366.000000 Penalty: 5383.020996
	Iteration 96Q: 3 clusters Score -6708366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6708370.500000 Penalty: 5383.020996
	Iteration 97Q: 3 clusters Score -6708370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6708371.000000 Penalty: 5383.020996
	Iteration 98Q: 3 clusters Score -6708371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6708371.000000 Penalty: 5383.020996
	Iteration 99F: 3 clusters Score -6708371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Entering Unmasked Estep 
Score: -2457577.250000 Penalty: 2486.243164
	Iteration 0F: 2 clusters Score -2457577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2441665.750000 Penalty: 4972.486328
	Iteration 0F: 3 clusters Score -2441666 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2449164.500000 Penalty: 4972.486328
	Iteration 1F: 3 clusters Score -2449164 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2453518.750000 Penalty: 4972.486328
	Iteration 2F: 3 clusters Score -2453519 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2458157.500000 Penalty: 4972.486328
	Iteration 3F: 3 clusters Score -2458158 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2460922.000000 Penalty: 4972.486328
	Iteration 4F: 3 clusters Score -2460922 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2462069.750000 Penalty: 4972.486328
	Iteration 5F: 3 clusters Score -2462070 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2462542.250000 Penalty: 4972.486328
	Iteration 6Q: 3 clusters Score -2462542 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2462749.000000 Penalty: 4972.486328
	Iteration 7Q: 3 clusters Score -2462749 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2462885.500000 Penalty: 4972.486328
	Iteration 8Q: 3 clusters Score -2462886 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2462942.000000 Penalty: 4972.486328
	Iteration 9Q: 3 clusters Score -2462942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2462964.500000 Penalty: 4972.486328
	Iteration 10Q: 3 clusters Score -2462964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2462981.000000 Penalty: 4972.486328
	Iteration 11Q: 3 clusters Score -2462981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2462999.000000 Penalty: 4972.486328
	Iteration 12Q: 3 clusters Score -2462999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2463013.750000 Penalty: 4972.486328
	Iteration 13Q: 3 clusters Score -2463014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2463014.000000 Penalty: 4972.486328
	Iteration 14Q: 3 clusters Score -2463014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2463024.750000 Penalty: 4972.486328
	Iteration 15Q: 3 clusters Score -2463025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2463034.000000 Penalty: 4972.486328
	Iteration 16Q: 3 clusters Score -2463034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2463031.000000 Penalty: 4972.486328
	Iteration 17Q: 3 clusters Score -2463031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2463041.000000 Penalty: 4972.486328
	Iteration 18Q: 3 clusters Score -2463041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2463042.000000 Penalty: 4972.486328
	Iteration 19Q: 3 clusters Score -2463042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2463048.500000 Penalty: 4972.486328
	Iteration 20F: 3 clusters Score -2463048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2463040.750000 Penalty: 4972.486328
	Iteration 21Q: 3 clusters Score -2463041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2463047.500000 Penalty: 4972.486328
	Iteration 22Q: 3 clusters Score -2463048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2463046.500000 Penalty: 4972.486328
	Iteration 23Q: 3 clusters Score -2463046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2463045.500000 Penalty: 4972.486328
	Iteration 24Q: 3 clusters Score -2463046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2463048.250000 Penalty: 4972.486328
	Iteration 25Q: 3 clusters Score -2463048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2463047.250000 Penalty: 4972.486328
	Iteration 26Q: 3 clusters Score -2463047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2463049.250000 Penalty: 4972.486328
	Iteration 27Q: 3 clusters Score -2463049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2463048.250000 Penalty: 4972.486328
	Iteration 28Q: 3 clusters Score -2463048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2463046.250000 Penalty: 4972.486328
	Iteration 29Q: 3 clusters Score -2463046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2463045.750000 Penalty: 4972.486328
	Iteration 30Q: 3 clusters Score -2463046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2463045.250000 Penalty: 4972.486328
	Iteration 31Q: 3 clusters Score -2463045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2463048.250000 Penalty: 4972.486328
	Iteration 32Q: 3 clusters Score -2463048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2463052.750000 Penalty: 4972.486328
	Iteration 33Q: 3 clusters Score -2463053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2463056.000000 Penalty: 4972.486328
	Iteration 34Q: 3 clusters Score -2463056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2463050.750000 Penalty: 4972.486328
	Iteration 35Q: 3 clusters Score -2463051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2463054.250000 Penalty: 4972.486328
	Iteration 36Q: 3 clusters Score -2463054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2463050.000000 Penalty: 4972.486328
	Iteration 37Q: 3 clusters Score -2463050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2463050.250000 Penalty: 4972.486328
	Iteration 38Q: 3 clusters Score -2463050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2463047.750000 Penalty: 4972.486328
	Iteration 39Q: 3 clusters Score -2463048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2463044.500000 Penalty: 4972.486328
	Iteration 40F: 3 clusters Score -2463044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2463047.500000 Penalty: 4972.486328
	Iteration 41Q: 3 clusters Score -2463048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2463046.500000 Penalty: 4972.486328
	Iteration 42Q: 3 clusters Score -2463046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2463049.250000 Penalty: 4972.486328
	Iteration 43Q: 3 clusters Score -2463049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2463049.250000 Penalty: 4972.486328
	Iteration 44F: 3 clusters Score -2463049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 17849 members 
Mstep: Class 29 contains 8337 members 
Mstep: Class 30 contains 11146 members 
Entering Unmasked Estep 
Score: -104846688.000000 Penalty: 101486.929688
Splitting cluster 17 changes total score from -104812744.000000 to -104846688.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (10782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Entering Unmasked Estep 
Score: -1274392.250000 Penalty: 2302.836914
	Iteration 0F: 2 clusters Score -1274392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1266287.875000 Penalty: 4605.673828
	Iteration 0F: 3 clusters Score -1266288 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1268574.000000 Penalty: 4605.673828
	Iteration 1F: 3 clusters Score -1268574 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1268923.250000 Penalty: 4605.673828
	Iteration 2F: 3 clusters Score -1268923 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1269210.000000 Penalty: 4605.673828
	Iteration 3F: 3 clusters Score -1269210 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1269530.875000 Penalty: 4605.673828
	Iteration 4Q: 3 clusters Score -1269531 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1269941.625000 Penalty: 4605.673828
	Iteration 5F: 3 clusters Score -1269942 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1270422.625000 Penalty: 4605.673828
	Iteration 6F: 3 clusters Score -1270423 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1270965.250000 Penalty: 4605.673828
	Iteration 7F: 3 clusters Score -1270965 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1271547.125000 Penalty: 4605.673828
	Iteration 8F: 3 clusters Score -1271547 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1272180.125000 Penalty: 4605.673828
	Iteration 9F: 3 clusters Score -1272180 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1272901.500000 Penalty: 4605.673828
	Iteration 10F: 3 clusters Score -1272902 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1273951.375000 Penalty: 4605.673828
	Iteration 11F: 3 clusters Score -1273951 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1275214.250000 Penalty: 4605.673828
	Iteration 12F: 3 clusters Score -1275214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1275839.125000 Penalty: 4605.673828
	Iteration 13Q: 3 clusters Score -1275839 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1276174.125000 Penalty: 4605.673828
	Iteration 14Q: 3 clusters Score -1276174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1276353.000000 Penalty: 4605.673828
	Iteration 15Q: 3 clusters Score -1276353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1276420.750000 Penalty: 4605.673828
	Iteration 16Q: 3 clusters Score -1276421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1276450.375000 Penalty: 4605.673828
	Iteration 17Q: 3 clusters Score -1276450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1276466.125000 Penalty: 4605.673828
	Iteration 18Q: 3 clusters Score -1276466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1276475.875000 Penalty: 4605.673828
	Iteration 19Q: 3 clusters Score -1276476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1276478.875000 Penalty: 4605.673828
	Iteration 20F: 3 clusters Score -1276479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1276480.750000 Penalty: 4605.673828
	Iteration 21Q: 3 clusters Score -1276481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1276482.500000 Penalty: 4605.673828
	Iteration 22Q: 3 clusters Score -1276482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1276484.250000 Penalty: 4605.673828
	Iteration 23Q: 3 clusters Score -1276484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1276486.750000 Penalty: 4605.673828
	Iteration 24Q: 3 clusters Score -1276487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1276487.125000 Penalty: 4605.673828
	Iteration 25Q: 3 clusters Score -1276487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1276486.500000 Penalty: 4605.673828
	Iteration 26Q: 3 clusters Score -1276486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1276488.000000 Penalty: 4605.673828
	Iteration 27Q: 3 clusters Score -1276488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1276489.500000 Penalty: 4605.673828
	Iteration 28Q: 3 clusters Score -1276490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1276491.375000 Penalty: 4605.673828
	Iteration 29Q: 3 clusters Score -1276491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1276491.375000 Penalty: 4605.673828
	Iteration 30F: 3 clusters Score -1276491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 27817 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 16701 members 
Mstep: Class 22 contains 266678 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 24198 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 17849 members 
Mstep: Class 29 contains 8337 members 
Mstep: Class 30 contains 11146 members 
Mstep: Class 31 contains 4668 members 
Entering Unmasked Estep 
Score: -104847208.000000 Penalty: 104869.828125
Splitting cluster 18 changes total score from -104812744.000000 to -104847208.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (27817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Entering Unmasked Estep 
Score: -3667496.750000 Penalty: 2537.883789
	Iteration 0F: 2 clusters Score -3667497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3648258.750000 Penalty: 5075.767578
	Iteration 0F: 3 clusters Score -3648259 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3655103.750000 Penalty: 5075.767578
	Iteration 1F: 3 clusters Score -3655104 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3655624.500000 Penalty: 5075.767578
	Iteration 2F: 3 clusters Score -3655624 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3656139.500000 Penalty: 5075.767578
	Iteration 3Q: 3 clusters Score -3656140 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3656671.250000 Penalty: 5075.767578
	Iteration 4Q: 3 clusters Score -3656671 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3657237.500000 Penalty: 5075.767578
	Iteration 5Q: 3 clusters Score -3657238 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3657876.250000 Penalty: 5075.767578
	Iteration 6Q: 3 clusters Score -3657876 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3658632.750000 Penalty: 5075.767578
	Iteration 7Q: 3 clusters Score -3658633 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3659452.750000 Penalty: 5075.767578
	Iteration 8F: 3 clusters Score -3659453 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3660319.750000 Penalty: 5075.767578
	Iteration 9Q: 3 clusters Score -3660320 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3661122.750000 Penalty: 5075.767578
	Iteration 10Q: 3 clusters Score -3661123 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3661715.750000 Penalty: 5075.767578
	Iteration 11Q: 3 clusters Score -3661716 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3662095.750000 Penalty: 5075.767578
	Iteration 12Q: 3 clusters Score -3662096 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3662363.250000 Penalty: 5075.767578
	Iteration 13Q: 3 clusters Score -3662363 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3662640.500000 Penalty: 5075.767578
	Iteration 14Q: 3 clusters Score -3662640 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3662938.250000 Penalty: 5075.767578
	Iteration 15Q: 3 clusters Score -3662938 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3663348.500000 Penalty: 5075.767578
	Iteration 16Q: 3 clusters Score -3663348 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3663855.750000 Penalty: 5075.767578
	Iteration 17Q: 3 clusters Score -3663856 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3664531.250000 Penalty: 5075.767578
	Iteration 18Q: 3 clusters Score -3664531 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3665292.500000 Penalty: 5075.767578
	Iteration 19Q: 3 clusters Score -3665292 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3666097.000000 Penalty: 5075.767578
	Iteration 20F: 3 clusters Score -3666097 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3666689.750000 Penalty: 5075.767578
	Iteration 21Q: 3 clusters Score -3666690 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3667034.250000 Penalty: 5075.767578
	Iteration 22Q: 3 clusters Score -3667034 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3667205.000000 Penalty: 5075.767578
	Iteration 23Q: 3 clusters Score -3667205 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3667274.750000 Penalty: 5075.767578
	Iteration 24Q: 3 clusters Score -3667275 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3667302.000000 Penalty: 5075.767578
	Iteration 25Q: 3 clusters Score -3667302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3667323.000000 Penalty: 5075.767578
	Iteration 26Q: 3 clusters Score -3667323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3667333.000000 Penalty: 5075.767578
	Iteration 27Q: 3 clusters Score -3667333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3667344.000000 Penalty: 5075.767578
	Iteration 28Q: 3 clusters Score -3667344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3667344.750000 Penalty: 5075.767578
	Iteration 29Q: 3 clusters Score -3667345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3667347.750000 Penalty: 5075.767578
	Iteration 30Q: 3 clusters Score -3667348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3667360.250000 Penalty: 5075.767578
	Iteration 31Q: 3 clusters Score -3667360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3667352.250000 Penalty: 5075.767578
	Iteration 32Q: 3 clusters Score -3667352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3667364.250000 Penalty: 5075.767578
	Iteration 33Q: 3 clusters Score -3667364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3667372.250000 Penalty: 5075.767578
	Iteration 34Q: 3 clusters Score -3667372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3667374.000000 Penalty: 5075.767578
	Iteration 35Q: 3 clusters Score -3667374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3667370.000000 Penalty: 5075.767578
	Iteration 36Q: 3 clusters Score -3667370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3667372.500000 Penalty: 5075.767578
	Iteration 37Q: 3 clusters Score -3667372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3667367.750000 Penalty: 5075.767578
	Iteration 38Q: 3 clusters Score -3667368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3667365.250000 Penalty: 5075.767578
	Iteration 39Q: 3 clusters Score -3667365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3667366.250000 Penalty: 5075.767578
	Iteration 40F: 3 clusters Score -3667366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3667372.500000 Penalty: 5075.767578
	Iteration 41Q: 3 clusters Score -3667372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3667364.250000 Penalty: 5075.767578
	Iteration 42Q: 3 clusters Score -3667364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3667372.250000 Penalty: 5075.767578
	Iteration 43Q: 3 clusters Score -3667372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3667377.000000 Penalty: 5075.767578
	Iteration 44Q: 3 clusters Score -3667377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3667387.750000 Penalty: 5075.767578
	Iteration 45Q: 3 clusters Score -3667388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3667391.750000 Penalty: 5075.767578
	Iteration 46Q: 3 clusters Score -3667392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3667390.500000 Penalty: 5075.767578
	Iteration 47Q: 3 clusters Score -3667390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3667387.500000 Penalty: 5075.767578
	Iteration 48Q: 3 clusters Score -3667388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3667383.750000 Penalty: 5075.767578
	Iteration 49Q: 3 clusters Score -3667384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3667380.250000 Penalty: 5075.767578
	Iteration 50Q: 3 clusters Score -3667380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3667385.000000 Penalty: 5075.767578
	Iteration 51Q: 3 clusters Score -3667385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3667383.500000 Penalty: 5075.767578
	Iteration 52Q: 3 clusters Score -3667384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3667384.500000 Penalty: 5075.767578
	Iteration 53Q: 3 clusters Score -3667384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3667386.000000 Penalty: 5075.767578
	Iteration 54Q: 3 clusters Score -3667386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3667387.000000 Penalty: 5075.767578
	Iteration 55Q: 3 clusters Score -3667387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3667389.000000 Penalty: 5075.767578
	Iteration 56Q: 3 clusters Score -3667389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3667390.000000 Penalty: 5075.767578
	Iteration 57Q: 3 clusters Score -3667390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3667390.000000 Penalty: 5075.767578
	Iteration 58F: 3 clusters Score -3667390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 14049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 51682 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104862152.000000 Penalty: 104869.828125
Iteration 39Q: 32 clusters Score -1.048622e+08 nChanged 30018
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 39739 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 25371 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 173091 members 
Mstep: Class 15 contains 22566 members 
Mstep: Class 16 contains 52362 members 
Mstep: Class 17 contains 12053 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 28544 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 15560 members 
Mstep: Class 22 contains 255768 members 
Mstep: Class 23 contains 8261 members 
Mstep: Class 24 contains 24013 members 
Mstep: Class 25 contains 9068 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 923 members 
Mstep: Class 28 contains 16805 members 
Mstep: Class 29 contains 8292 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 4554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104876016.000000 Penalty: 104869.828125
Iteration 40F: 32 clusters Score -1.04876e+08 nChanged 25345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 39428 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 8541 members 
Mstep: Class 5 contains 25622 members 
Mstep: Class 6 contains 15388 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 42502 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 179677 members 
Mstep: Class 15 contains 22397 members 
Mstep: Class 16 contains 52445 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 28940 members 
Mstep: Class 20 contains 18655 members 
Mstep: Class 21 contains 15302 members 
Mstep: Class 22 contains 246414 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 25767 members 
Mstep: Class 25 contains 9127 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 16227 members 
Mstep: Class 29 contains 8805 members 
Mstep: Class 30 contains 11813 members 
Mstep: Class 31 contains 4564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104885952.000000 Penalty: 104869.828125
Iteration 41Q: 32 clusters Score -1.04886e+08 nChanged 20755
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 8783 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 15660 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 17429 members 
Mstep: Class 9 contains 42465 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 187064 members 
Mstep: Class 15 contains 22291 members 
Mstep: Class 16 contains 52371 members 
Mstep: Class 17 contains 12428 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 29202 members 
Mstep: Class 20 contains 18300 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 236577 members 
Mstep: Class 23 contains 9442 members 
Mstep: Class 24 contains 27371 members 
Mstep: Class 25 contains 9164 members 
Mstep: Class 26 contains 424 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 15785 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104892912.000000 Penalty: 104869.828125
Iteration 42Q: 32 clusters Score -1.048929e+08 nChanged 19137
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 38822 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 26300 members 
Mstep: Class 6 contains 15917 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 17264 members 
Mstep: Class 9 contains 42402 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 194835 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 52165 members 
Mstep: Class 17 contains 12594 members 
Mstep: Class 18 contains 6326 members 
Mstep: Class 19 contains 29305 members 
Mstep: Class 20 contains 17995 members 
Mstep: Class 21 contains 14702 members 
Mstep: Class 22 contains 226740 members 
Mstep: Class 23 contains 9923 members 
Mstep: Class 24 contains 28829 members 
Mstep: Class 25 contains 9232 members 
Mstep: Class 26 contains 432 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 9338 members 
Mstep: Class 30 contains 12105 members 
Mstep: Class 31 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104899280.000000 Penalty: 104869.828125
Iteration 43Q: 32 clusters Score -1.048993e+08 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 38659 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 26604 members 
Mstep: Class 6 contains 16192 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 202610 members 
Mstep: Class 15 contains 22104 members 
Mstep: Class 16 contains 51805 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 18 contains 6368 members 
Mstep: Class 19 contains 29304 members 
Mstep: Class 20 contains 17669 members 
Mstep: Class 21 contains 14395 members 
Mstep: Class 22 contains 217341 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 30233 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 15223 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104905200.000000 Penalty: 104869.828125
Iteration 44Q: 32 clusters Score -1.049052e+08 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 38537 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 26753 members 
Mstep: Class 6 contains 16422 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 1217 members 
Mstep: Class 14 contains 210038 members 
Mstep: Class 15 contains 22012 members 
Mstep: Class 16 contains 51376 members 
Mstep: Class 17 contains 12831 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 29146 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 14078 members 
Mstep: Class 22 contains 208823 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 31643 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 15051 members 
Mstep: Class 29 contains 9590 members 
Mstep: Class 30 contains 12123 members 
Mstep: Class 31 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104910576.000000 Penalty: 104869.828125
Iteration 45Q: 32 clusters Score -1.049106e+08 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 38484 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 26863 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 1220 members 
Mstep: Class 14 contains 217248 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 16 contains 50990 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 28827 members 
Mstep: Class 20 contains 17036 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 200872 members 
Mstep: Class 23 contains 11176 members 
Mstep: Class 24 contains 32972 members 
Mstep: Class 25 contains 9327 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 14909 members 
Mstep: Class 29 contains 9668 members 
Mstep: Class 30 contains 12096 members 
Mstep: Class 31 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104915296.000000 Penalty: 104869.828125
Iteration 46Q: 32 clusters Score -1.049153e+08 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 38449 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 9500 members 
Mstep: Class 5 contains 26963 members 
Mstep: Class 6 contains 16842 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 41525 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 1228 members 
Mstep: Class 14 contains 224060 members 
Mstep: Class 15 contains 21887 members 
Mstep: Class 16 contains 50701 members 
Mstep: Class 17 contains 12949 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 19 contains 28440 members 
Mstep: Class 20 contains 16744 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 193500 members 
Mstep: Class 23 contains 11557 members 
Mstep: Class 24 contains 34243 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 14776 members 
Mstep: Class 29 contains 9719 members 
Mstep: Class 30 contains 12048 members 
Mstep: Class 31 contains 4906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104917432.000000 Penalty: 104869.828125
Iteration 47Q: 32 clusters Score -1.049174e+08 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 38454 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 27033 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 41324 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 1233 members 
Mstep: Class 14 contains 230719 members 
Mstep: Class 15 contains 21843 members 
Mstep: Class 16 contains 50548 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 27986 members 
Mstep: Class 20 contains 16483 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 186333 members 
Mstep: Class 23 contains 11900 members 
Mstep: Class 24 contains 35456 members 
Mstep: Class 25 contains 9298 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 14660 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 12017 members 
Mstep: Class 31 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104920192.000000 Penalty: 104869.828125
Iteration 48Q: 32 clusters Score -1.049202e+08 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 38454 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 9393 members 
Mstep: Class 5 contains 27081 members 
Mstep: Class 6 contains 17136 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 41182 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 237253 members 
Mstep: Class 15 contains 21790 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 6995 members 
Mstep: Class 19 contains 27546 members 
Mstep: Class 20 contains 16240 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 179342 members 
Mstep: Class 23 contains 12211 members 
Mstep: Class 24 contains 36564 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 14551 members 
Mstep: Class 29 contains 9767 members 
Mstep: Class 30 contains 11989 members 
Mstep: Class 31 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104921952.000000 Penalty: 104869.828125
Iteration 49Q: 32 clusters Score -1.04922e+08 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 38452 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 27160 members 
Mstep: Class 6 contains 17256 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 16932 members 
Mstep: Class 9 contains 41065 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 243479 members 
Mstep: Class 15 contains 21715 members 
Mstep: Class 16 contains 50446 members 
Mstep: Class 17 contains 13008 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 27122 members 
Mstep: Class 20 contains 16023 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 22 contains 172695 members 
Mstep: Class 23 contains 12511 members 
Mstep: Class 24 contains 37557 members 
Mstep: Class 25 contains 9278 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14479 members 
Mstep: Class 29 contains 9784 members 
Mstep: Class 30 contains 11955 members 
Mstep: Class 31 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923984.000000 Penalty: 104869.828125
Iteration 50Q: 32 clusters Score -1.04924e+08 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 38491 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 9152 members 
Mstep: Class 5 contains 27266 members 
Mstep: Class 6 contains 17401 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 249397 members 
Mstep: Class 15 contains 21638 members 
Mstep: Class 16 contains 50414 members 
Mstep: Class 17 contains 13007 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 26672 members 
Mstep: Class 20 contains 15843 members 
Mstep: Class 21 contains 12484 members 
Mstep: Class 22 contains 166443 members 
Mstep: Class 23 contains 12788 members 
Mstep: Class 24 contains 38385 members 
Mstep: Class 25 contains 9273 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14416 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 11902 members 
Mstep: Class 31 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926128.000000 Penalty: 104869.828125
Iteration 51Q: 32 clusters Score -1.049261e+08 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 38523 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 17578 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 16905 members 
Mstep: Class 9 contains 40925 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 254962 members 
Mstep: Class 15 contains 21555 members 
Mstep: Class 16 contains 50517 members 
Mstep: Class 17 contains 12996 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 26246 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 12289 members 
Mstep: Class 22 contains 160391 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 39152 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14377 members 
Mstep: Class 29 contains 9821 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926632.000000 Penalty: 104869.828125
Iteration 52Q: 32 clusters Score -1.049266e+08 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 38588 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 27455 members 
Mstep: Class 6 contains 17808 members 
Mstep: Class 7 contains 2426 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 260296 members 
Mstep: Class 15 contains 21461 members 
Mstep: Class 16 contains 50674 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 25825 members 
Mstep: Class 20 contains 15568 members 
Mstep: Class 21 contains 12102 members 
Mstep: Class 22 contains 154542 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 39850 members 
Mstep: Class 25 contains 9276 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14354 members 
Mstep: Class 29 contains 9833 members 
Mstep: Class 30 contains 11810 members 
Mstep: Class 31 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927264.000000 Penalty: 104869.828125
Iteration 53Q: 32 clusters Score -1.049273e+08 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 38646 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 8527 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 18148 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 41001 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 265222 members 
Mstep: Class 15 contains 21353 members 
Mstep: Class 16 contains 50907 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 25335 members 
Mstep: Class 20 contains 15455 members 
Mstep: Class 21 contains 11958 members 
Mstep: Class 22 contains 148988 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 40462 members 
Mstep: Class 25 contains 9279 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 11766 members 
Mstep: Class 31 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927320.000000 Penalty: 104869.828125
Iteration 54Q: 32 clusters Score -1.049273e+08 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 38734 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 4 contains 8299 members 
Mstep: Class 5 contains 27545 members 
Mstep: Class 6 contains 18599 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 41023 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 269712 members 
Mstep: Class 15 contains 21286 members 
Mstep: Class 16 contains 51164 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 7573 members 
Mstep: Class 19 contains 24914 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 11824 members 
Mstep: Class 22 contains 143774 members 
Mstep: Class 23 contains 13707 members 
Mstep: Class 24 contains 40975 members 
Mstep: Class 25 contains 9282 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14309 members 
Mstep: Class 29 contains 9848 members 
Mstep: Class 30 contains 11729 members 
Mstep: Class 31 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928640.000000 Penalty: 104869.828125
Iteration 55Q: 32 clusters Score -1.049286e+08 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 38809 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 27621 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 273777 members 
Mstep: Class 15 contains 21220 members 
Mstep: Class 16 contains 51459 members 
Mstep: Class 17 contains 12936 members 
Mstep: Class 18 contains 7629 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15236 members 
Mstep: Class 21 contains 11689 members 
Mstep: Class 22 contains 138884 members 
Mstep: Class 23 contains 13915 members 
Mstep: Class 24 contains 41432 members 
Mstep: Class 25 contains 9278 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 11694 members 
Mstep: Class 31 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928624.000000 Penalty: 104869.828125
Iteration 56Q: 32 clusters Score -1.049286e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 38930 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 27693 members 
Mstep: Class 6 contains 19597 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 277559 members 
Mstep: Class 15 contains 21123 members 
Mstep: Class 16 contains 51804 members 
Mstep: Class 17 contains 12920 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 24042 members 
Mstep: Class 20 contains 15128 members 
Mstep: Class 21 contains 11571 members 
Mstep: Class 22 contains 134328 members 
Mstep: Class 23 contains 14115 members 
Mstep: Class 24 contains 41786 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14271 members 
Mstep: Class 29 contains 9853 members 
Mstep: Class 30 contains 11657 members 
Mstep: Class 31 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928960.000000 Penalty: 104869.828125
Iteration 57Q: 32 clusters Score -1.04929e+08 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 39017 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 27734 members 
Mstep: Class 6 contains 20185 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 41163 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 280926 members 
Mstep: Class 15 contains 21027 members 
Mstep: Class 16 contains 52143 members 
Mstep: Class 17 contains 12900 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 23671 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 11476 members 
Mstep: Class 22 contains 130124 members 
Mstep: Class 23 contains 14307 members 
Mstep: Class 24 contains 42056 members 
Mstep: Class 25 contains 9269 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14264 members 
Mstep: Class 29 contains 9858 members 
Mstep: Class 30 contains 11629 members 
Mstep: Class 31 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929136.000000 Penalty: 104869.828125
Iteration 58Q: 32 clusters Score -1.049291e+08 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 39117 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 27774 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 41193 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 283852 members 
Mstep: Class 15 contains 20930 members 
Mstep: Class 16 contains 52482 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 23292 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 126447 members 
Mstep: Class 23 contains 14539 members 
Mstep: Class 24 contains 42278 members 
Mstep: Class 25 contains 9268 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14255 members 
Mstep: Class 29 contains 9863 members 
Mstep: Class 30 contains 11599 members 
Mstep: Class 31 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929232.000000 Penalty: 104869.828125
Iteration 59Q: 32 clusters Score -1.049292e+08 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 39194 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 27818 members 
Mstep: Class 6 contains 21226 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 41215 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 286624 members 
Mstep: Class 15 contains 20860 members 
Mstep: Class 16 contains 52813 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 22889 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 21 contains 11316 members 
Mstep: Class 22 contains 123100 members 
Mstep: Class 23 contains 14762 members 
Mstep: Class 24 contains 42423 members 
Mstep: Class 25 contains 9270 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14245 members 
Mstep: Class 29 contains 9864 members 
Mstep: Class 30 contains 11566 members 
Mstep: Class 31 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929936.000000 Penalty: 104869.828125
Iteration 60F: 32 clusters Score -1.049299e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 5 contains 27819 members 
Mstep: Class 6 contains 21709 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 41242 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 289358 members 
Mstep: Class 15 contains 20776 members 
Mstep: Class 16 contains 53128 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 22526 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 119788 members 
Mstep: Class 23 contains 14999 members 
Mstep: Class 24 contains 42547 members 
Mstep: Class 25 contains 9277 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14239 members 
Mstep: Class 29 contains 9861 members 
Mstep: Class 30 contains 11523 members 
Mstep: Class 31 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929832.000000 Penalty: 104869.828125
Iteration 61Q: 32 clusters Score -1.049298e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 39415 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 7049 members 
Mstep: Class 5 contains 27830 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 41235 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 291942 members 
Mstep: Class 15 contains 20674 members 
Mstep: Class 16 contains 53436 members 
Mstep: Class 17 contains 12778 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 22210 members 
Mstep: Class 20 contains 14634 members 
Mstep: Class 21 contains 11181 members 
Mstep: Class 22 contains 116715 members 
Mstep: Class 23 contains 15215 members 
Mstep: Class 24 contains 42605 members 
Mstep: Class 25 contains 9280 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14229 members 
Mstep: Class 29 contains 9859 members 
Mstep: Class 30 contains 11477 members 
Mstep: Class 31 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930568.000000 Penalty: 104869.828125
Iteration 62Q: 32 clusters Score -1.049306e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 39526 members 
Mstep: Class 3 contains 3227 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 22601 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 41248 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 294313 members 
Mstep: Class 15 contains 20563 members 
Mstep: Class 16 contains 53698 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 14518 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 113968 members 
Mstep: Class 23 contains 15420 members 
Mstep: Class 24 contains 42648 members 
Mstep: Class 25 contains 9280 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14225 members 
Mstep: Class 29 contains 9860 members 
Mstep: Class 30 contains 11425 members 
Mstep: Class 31 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929856.000000 Penalty: 104869.828125
Iteration 63Q: 32 clusters Score -1.049299e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 39624 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 22991 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 41218 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 296563 members 
Mstep: Class 15 contains 20451 members 
Mstep: Class 16 contains 53949 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 21629 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 111421 members 
Mstep: Class 23 contains 15605 members 
Mstep: Class 24 contains 42637 members 
Mstep: Class 25 contains 9281 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14229 members 
Mstep: Class 29 contains 9864 members 
Mstep: Class 30 contains 11386 members 
Mstep: Class 31 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929720.000000 Penalty: 104869.828125
Iteration 64Q: 32 clusters Score -1.049297e+08 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 39746 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 27857 members 
Mstep: Class 6 contains 23349 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 16879 members 
Mstep: Class 9 contains 41251 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 298674 members 
Mstep: Class 15 contains 20333 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 21293 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 109087 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 42631 members 
Mstep: Class 25 contains 9282 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14228 members 
Mstep: Class 29 contains 9872 members 
Mstep: Class 30 contains 11339 members 
Mstep: Class 31 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930016.000000 Penalty: 104869.828125
Iteration 65Q: 32 clusters Score -1.0493e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 39846 members 
Mstep: Class 3 contains 3227 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 27867 members 
Mstep: Class 6 contains 23697 members 
Mstep: Class 7 contains 3421 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 41291 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 300511 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 54526 members 
Mstep: Class 17 contains 12704 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 20988 members 
Mstep: Class 20 contains 14183 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 106990 members 
Mstep: Class 23 contains 15892 members 
Mstep: Class 24 contains 42624 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14231 members 
Mstep: Class 29 contains 9872 members 
Mstep: Class 30 contains 11298 members 
Mstep: Class 31 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929784.000000 Penalty: 104869.828125
Iteration 66Q: 32 clusters Score -1.049298e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 39984 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 27896 members 
Mstep: Class 6 contains 23973 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 41367 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 302235 members 
Mstep: Class 15 contains 20106 members 
Mstep: Class 16 contains 54811 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 20698 members 
Mstep: Class 20 contains 14080 members 
Mstep: Class 21 contains 10921 members 
Mstep: Class 22 contains 105060 members 
Mstep: Class 23 contains 16015 members 
Mstep: Class 24 contains 42582 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14224 members 
Mstep: Class 29 contains 9875 members 
Mstep: Class 30 contains 11256 members 
Mstep: Class 31 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930144.000000 Penalty: 104869.828125
Iteration 67Q: 32 clusters Score -1.049301e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 40143 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 27916 members 
Mstep: Class 6 contains 24255 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 303803 members 
Mstep: Class 15 contains 19973 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 17 contains 12652 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 20 contains 13971 members 
Mstep: Class 21 contains 10878 members 
Mstep: Class 22 contains 103315 members 
Mstep: Class 23 contains 16120 members 
Mstep: Class 24 contains 42545 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14219 members 
Mstep: Class 29 contains 9876 members 
Mstep: Class 30 contains 11207 members 
Mstep: Class 31 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930312.000000 Penalty: 104869.828125
Iteration 68Q: 32 clusters Score -1.049303e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 40288 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 24480 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 305276 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 55418 members 
Mstep: Class 17 contains 12625 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 20136 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 101723 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 42481 members 
Mstep: Class 25 contains 9289 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14208 members 
Mstep: Class 29 contains 9875 members 
Mstep: Class 30 contains 11164 members 
Mstep: Class 31 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930624.000000 Penalty: 104869.828125
Iteration 69Q: 32 clusters Score -1.049306e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 40454 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 5957 members 
Mstep: Class 5 contains 27899 members 
Mstep: Class 6 contains 24693 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 41542 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 306727 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 55702 members 
Mstep: Class 17 contains 12604 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 13782 members 
Mstep: Class 21 contains 10788 members 
Mstep: Class 22 contains 100169 members 
Mstep: Class 23 contains 16340 members 
Mstep: Class 24 contains 42405 members 
Mstep: Class 25 contains 9293 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14200 members 
Mstep: Class 29 contains 9875 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930584.000000 Penalty: 104869.828125
Iteration 70Q: 32 clusters Score -1.049306e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 24893 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 41631 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 308113 members 
Mstep: Class 15 contains 19575 members 
Mstep: Class 16 contains 55934 members 
Mstep: Class 17 contains 12585 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 19662 members 
Mstep: Class 20 contains 13701 members 
Mstep: Class 21 contains 10735 members 
Mstep: Class 22 contains 98665 members 
Mstep: Class 23 contains 16432 members 
Mstep: Class 24 contains 42363 members 
Mstep: Class 25 contains 9298 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14195 members 
Mstep: Class 29 contains 9874 members 
Mstep: Class 30 contains 11083 members 
Mstep: Class 31 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930928.000000 Penalty: 104869.828125
Iteration 71Q: 32 clusters Score -1.049309e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 40773 members 
Mstep: Class 3 contains 3224 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 27879 members 
Mstep: Class 6 contains 25063 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 41688 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 309428 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 56200 members 
Mstep: Class 17 contains 12579 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 19416 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 10683 members 
Mstep: Class 22 contains 97286 members 
Mstep: Class 23 contains 16521 members 
Mstep: Class 24 contains 42309 members 
Mstep: Class 25 contains 9295 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14184 members 
Mstep: Class 29 contains 9875 members 
Mstep: Class 30 contains 11053 members 
Mstep: Class 31 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930808.000000 Penalty: 104869.828125
Iteration 72Q: 32 clusters Score -1.049308e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 40950 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 5564 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 25215 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 41729 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 310738 members 
Mstep: Class 15 contains 19312 members 
Mstep: Class 16 contains 56417 members 
Mstep: Class 17 contains 12561 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 19203 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 21 contains 10632 members 
Mstep: Class 22 contains 95972 members 
Mstep: Class 23 contains 16600 members 
Mstep: Class 24 contains 42254 members 
Mstep: Class 25 contains 9294 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14181 members 
Mstep: Class 29 contains 9877 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930968.000000 Penalty: 104869.828125
Iteration 73Q: 32 clusters Score -1.04931e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 41102 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 5413 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 25341 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 312009 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 56642 members 
Mstep: Class 17 contains 12546 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 13468 members 
Mstep: Class 21 contains 10585 members 
Mstep: Class 22 contains 94722 members 
Mstep: Class 23 contains 16679 members 
Mstep: Class 24 contains 42206 members 
Mstep: Class 25 contains 9297 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14184 members 
Mstep: Class 29 contains 9879 members 
Mstep: Class 30 contains 10990 members 
Mstep: Class 31 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931528.000000 Penalty: 104869.828125
Iteration 74Q: 32 clusters Score -1.049315e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 41246 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 27844 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 41834 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 313196 members 
Mstep: Class 15 contains 19024 members 
Mstep: Class 16 contains 56846 members 
Mstep: Class 17 contains 12532 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 18749 members 
Mstep: Class 20 contains 13412 members 
Mstep: Class 21 contains 10544 members 
Mstep: Class 22 contains 93588 members 
Mstep: Class 23 contains 16751 members 
Mstep: Class 24 contains 42180 members 
Mstep: Class 25 contains 9305 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14184 members 
Mstep: Class 29 contains 9883 members 
Mstep: Class 30 contains 10965 members 
Mstep: Class 31 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931336.000000 Penalty: 104869.828125
Iteration 75Q: 32 clusters Score -1.049313e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 41377 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 27829 members 
Mstep: Class 6 contains 25579 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 314351 members 
Mstep: Class 15 contains 18877 members 
Mstep: Class 16 contains 57088 members 
Mstep: Class 17 contains 12522 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 18516 members 
Mstep: Class 20 contains 13356 members 
Mstep: Class 21 contains 10514 members 
Mstep: Class 22 contains 92470 members 
Mstep: Class 23 contains 16811 members 
Mstep: Class 24 contains 42159 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14179 members 
Mstep: Class 29 contains 9884 members 
Mstep: Class 30 contains 10942 members 
Mstep: Class 31 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931512.000000 Penalty: 104869.828125
Iteration 76Q: 32 clusters Score -1.049315e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 41513 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 27809 members 
Mstep: Class 6 contains 25688 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 315541 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 57338 members 
Mstep: Class 17 contains 12511 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 18300 members 
Mstep: Class 20 contains 13289 members 
Mstep: Class 21 contains 10473 members 
Mstep: Class 22 contains 91357 members 
Mstep: Class 23 contains 16878 members 
Mstep: Class 24 contains 42142 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14181 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 10912 members 
Mstep: Class 31 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931760.000000 Penalty: 104869.828125
Iteration 77Q: 32 clusters Score -1.049318e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 41668 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 27781 members 
Mstep: Class 6 contains 25777 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 41903 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 316729 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 57619 members 
Mstep: Class 17 contains 12504 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 18081 members 
Mstep: Class 20 contains 13228 members 
Mstep: Class 21 contains 10430 members 
Mstep: Class 22 contains 90193 members 
Mstep: Class 23 contains 16930 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 9317 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14184 members 
Mstep: Class 29 contains 9888 members 
Mstep: Class 30 contains 10878 members 
Mstep: Class 31 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931784.000000 Penalty: 104869.828125
Iteration 78Q: 32 clusters Score -1.049318e+08 nChanged 3034
Entering ConstructFrom: 
Score: -104931784.000000 Penalty: 104869.828125
Entering ConstructFrom: 
Trying to split cluster 1 (14324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Entering Unmasked Estep 
Score: -1794939.125000 Penalty: 2373.283447
	Iteration 0F: 2 clusters Score -1794939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1784634.000000 Penalty: 4746.566895
	Iteration 0F: 3 clusters Score -1784634 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1787787.500000 Penalty: 4746.566895
	Iteration 1F: 3 clusters Score -1787788 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1788170.000000 Penalty: 4746.566895
	Iteration 2F: 3 clusters Score -1788170 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1788489.000000 Penalty: 4746.566895
	Iteration 3F: 3 clusters Score -1788489 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1788790.500000 Penalty: 4746.566895
	Iteration 4Q: 3 clusters Score -1788790 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1789111.125000 Penalty: 4746.566895
	Iteration 5Q: 3 clusters Score -1789111 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1789486.500000 Penalty: 4746.566895
	Iteration 6Q: 3 clusters Score -1789486 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1789900.250000 Penalty: 4746.566895
	Iteration 7F: 3 clusters Score -1789900 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1790314.750000 Penalty: 4746.566895
	Iteration 8F: 3 clusters Score -1790315 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1790701.000000 Penalty: 4746.566895
	Iteration 9Q: 3 clusters Score -1790701 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1791023.250000 Penalty: 4746.566895
	Iteration 10Q: 3 clusters Score -1791023 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1791251.125000 Penalty: 4746.566895
	Iteration 11Q: 3 clusters Score -1791251 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1791406.125000 Penalty: 4746.566895
	Iteration 12Q: 3 clusters Score -1791406 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1791511.125000 Penalty: 4746.566895
	Iteration 13Q: 3 clusters Score -1791511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1791575.750000 Penalty: 4746.566895
	Iteration 14Q: 3 clusters Score -1791576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1791624.125000 Penalty: 4746.566895
	Iteration 15Q: 3 clusters Score -1791624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1791670.125000 Penalty: 4746.566895
	Iteration 16Q: 3 clusters Score -1791670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1791706.375000 Penalty: 4746.566895
	Iteration 17Q: 3 clusters Score -1791706 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1791743.125000 Penalty: 4746.566895
	Iteration 18Q: 3 clusters Score -1791743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1791781.375000 Penalty: 4746.566895
	Iteration 19Q: 3 clusters Score -1791781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1791806.250000 Penalty: 4746.566895
	Iteration 20F: 3 clusters Score -1791806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1791825.500000 Penalty: 4746.566895
	Iteration 21Q: 3 clusters Score -1791826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1791849.375000 Penalty: 4746.566895
	Iteration 22Q: 3 clusters Score -1791849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1791879.000000 Penalty: 4746.566895
	Iteration 23Q: 3 clusters Score -1791879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1791905.500000 Penalty: 4746.566895
	Iteration 24Q: 3 clusters Score -1791906 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1791928.375000 Penalty: 4746.566895
	Iteration 25Q: 3 clusters Score -1791928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1791959.625000 Penalty: 4746.566895
	Iteration 26Q: 3 clusters Score -1791960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1791989.750000 Penalty: 4746.566895
	Iteration 27Q: 3 clusters Score -1791990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1792031.625000 Penalty: 4746.566895
	Iteration 28Q: 3 clusters Score -1792032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1792062.375000 Penalty: 4746.566895
	Iteration 29Q: 3 clusters Score -1792062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1792110.500000 Penalty: 4746.566895
	Iteration 30Q: 3 clusters Score -1792110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1792156.875000 Penalty: 4746.566895
	Iteration 31Q: 3 clusters Score -1792157 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1792196.500000 Penalty: 4746.566895
	Iteration 32Q: 3 clusters Score -1792196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1792259.125000 Penalty: 4746.566895
	Iteration 33Q: 3 clusters Score -1792259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1792330.000000 Penalty: 4746.566895
	Iteration 34Q: 3 clusters Score -1792330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1792390.125000 Penalty: 4746.566895
	Iteration 35Q: 3 clusters Score -1792390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1792465.875000 Penalty: 4746.566895
	Iteration 36Q: 3 clusters Score -1792466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1792534.250000 Penalty: 4746.566895
	Iteration 37Q: 3 clusters Score -1792534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1792580.125000 Penalty: 4746.566895
	Iteration 38Q: 3 clusters Score -1792580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1792615.625000 Penalty: 4746.566895
	Iteration 39Q: 3 clusters Score -1792616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1792654.375000 Penalty: 4746.566895
	Iteration 40F: 3 clusters Score -1792654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1792678.625000 Penalty: 4746.566895
	Iteration 41Q: 3 clusters Score -1792679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1792700.500000 Penalty: 4746.566895
	Iteration 42Q: 3 clusters Score -1792700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1792736.750000 Penalty: 4746.566895
	Iteration 43Q: 3 clusters Score -1792737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1792768.250000 Penalty: 4746.566895
	Iteration 44Q: 3 clusters Score -1792768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1792808.625000 Penalty: 4746.566895
	Iteration 45Q: 3 clusters Score -1792809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1792830.125000 Penalty: 4746.566895
	Iteration 46Q: 3 clusters Score -1792830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1792848.875000 Penalty: 4746.566895
	Iteration 47Q: 3 clusters Score -1792849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1792863.750000 Penalty: 4746.566895
	Iteration 48Q: 3 clusters Score -1792864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1792871.500000 Penalty: 4746.566895
	Iteration 49Q: 3 clusters Score -1792872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1792887.125000 Penalty: 4746.566895
	Iteration 50Q: 3 clusters Score -1792887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1792899.750000 Penalty: 4746.566895
	Iteration 51Q: 3 clusters Score -1792900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1792915.625000 Penalty: 4746.566895
	Iteration 52Q: 3 clusters Score -1792916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1792926.625000 Penalty: 4746.566895
	Iteration 53Q: 3 clusters Score -1792927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1792941.500000 Penalty: 4746.566895
	Iteration 54Q: 3 clusters Score -1792942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1792954.250000 Penalty: 4746.566895
	Iteration 55Q: 3 clusters Score -1792954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1792960.125000 Penalty: 4746.566895
	Iteration 56Q: 3 clusters Score -1792960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1792969.375000 Penalty: 4746.566895
	Iteration 57Q: 3 clusters Score -1792969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1792969.750000 Penalty: 4746.566895
	Iteration 58Q: 3 clusters Score -1792970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1792975.500000 Penalty: 4746.566895
	Iteration 59Q: 3 clusters Score -1792976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1792975.375000 Penalty: 4746.566895
	Iteration 60F: 3 clusters Score -1792975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1792975.500000 Penalty: 4746.566895
	Iteration 61Q: 3 clusters Score -1792976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1792979.500000 Penalty: 4746.566895
	Iteration 62Q: 3 clusters Score -1792980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1792979.125000 Penalty: 4746.566895
	Iteration 63Q: 3 clusters Score -1792979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1792984.125000 Penalty: 4746.566895
	Iteration 64Q: 3 clusters Score -1792984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1792984.125000 Penalty: 4746.566895
	Iteration 65Q: 3 clusters Score -1792984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1792988.750000 Penalty: 4746.566895
	Iteration 66Q: 3 clusters Score -1792989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1792989.250000 Penalty: 4746.566895
	Iteration 67Q: 3 clusters Score -1792989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1792994.125000 Penalty: 4746.566895
	Iteration 68Q: 3 clusters Score -1792994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1792994.250000 Penalty: 4746.566895
	Iteration 69Q: 3 clusters Score -1792994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1792997.125000 Penalty: 4746.566895
	Iteration 70Q: 3 clusters Score -1792997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1792996.875000 Penalty: 4746.566895
	Iteration 71Q: 3 clusters Score -1792997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1792998.500000 Penalty: 4746.566895
	Iteration 72Q: 3 clusters Score -1792998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1793000.000000 Penalty: 4746.566895
	Iteration 73Q: 3 clusters Score -1793000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1793000.500000 Penalty: 4746.566895
	Iteration 74Q: 3 clusters Score -1793000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1793000.500000 Penalty: 4746.566895
	Iteration 75F: 3 clusters Score -1793000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Entering Unmasked Estep 
Score: -4987644.000000 Penalty: 2639.124756
	Iteration 0F: 2 clusters Score -4987644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4959408.000000 Penalty: 5278.249512
	Iteration 0F: 3 clusters Score -4959408 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4969875.000000 Penalty: 5278.249512
	Iteration 1F: 3 clusters Score -4969875 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4970487.000000 Penalty: 5278.249512
	Iteration 2Q: 3 clusters Score -4970487 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4971161.500000 Penalty: 5278.249512
	Iteration 3Q: 3 clusters Score -4971162 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4971778.500000 Penalty: 5278.249512
	Iteration 4Q: 3 clusters Score -4971778 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4972424.500000 Penalty: 5278.249512
	Iteration 5Q: 3 clusters Score -4972424 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4973135.500000 Penalty: 5278.249512
	Iteration 6Q: 3 clusters Score -4973136 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4973894.500000 Penalty: 5278.249512
	Iteration 7Q: 3 clusters Score -4973894 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4974778.000000 Penalty: 5278.249512
	Iteration 8Q: 3 clusters Score -4974778 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4975692.000000 Penalty: 5278.249512
	Iteration 9Q: 3 clusters Score -4975692 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4976603.000000 Penalty: 5278.249512
	Iteration 10Q: 3 clusters Score -4976603 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -4977525.500000 Penalty: 5278.249512
	Iteration 11Q: 3 clusters Score -4977526 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4978351.500000 Penalty: 5278.249512
	Iteration 12Q: 3 clusters Score -4978352 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4978980.000000 Penalty: 5278.249512
	Iteration 13Q: 3 clusters Score -4978980 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4979452.500000 Penalty: 5278.249512
	Iteration 14Q: 3 clusters Score -4979452 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4979724.500000 Penalty: 5278.249512
	Iteration 15Q: 3 clusters Score -4979724 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4979895.500000 Penalty: 5278.249512
	Iteration 16Q: 3 clusters Score -4979896 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4979983.000000 Penalty: 5278.249512
	Iteration 17Q: 3 clusters Score -4979983 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4980094.000000 Penalty: 5278.249512
	Iteration 18Q: 3 clusters Score -4980094 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -4980197.500000 Penalty: 5278.249512
	Iteration 19Q: 3 clusters Score -4980198 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -4980293.000000 Penalty: 5278.249512
	Iteration 20F: 3 clusters Score -4980293 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4980390.500000 Penalty: 5278.249512
	Iteration 21Q: 3 clusters Score -4980390 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4980528.000000 Penalty: 5278.249512
	Iteration 22Q: 3 clusters Score -4980528 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4980651.000000 Penalty: 5278.249512
	Iteration 23Q: 3 clusters Score -4980651 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4980746.000000 Penalty: 5278.249512
	Iteration 24Q: 3 clusters Score -4980746 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4980871.500000 Penalty: 5278.249512
	Iteration 25Q: 3 clusters Score -4980872 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4980999.000000 Penalty: 5278.249512
	Iteration 26Q: 3 clusters Score -4980999 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4981147.500000 Penalty: 5278.249512
	Iteration 27Q: 3 clusters Score -4981148 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4981303.000000 Penalty: 5278.249512
	Iteration 28Q: 3 clusters Score -4981303 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4981456.000000 Penalty: 5278.249512
	Iteration 29Q: 3 clusters Score -4981456 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4981584.000000 Penalty: 5278.249512
	Iteration 30Q: 3 clusters Score -4981584 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4981746.000000 Penalty: 5278.249512
	Iteration 31Q: 3 clusters Score -4981746 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4981887.000000 Penalty: 5278.249512
	Iteration 32Q: 3 clusters Score -4981887 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4982035.500000 Penalty: 5278.249512
	Iteration 33Q: 3 clusters Score -4982036 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4982182.500000 Penalty: 5278.249512
	Iteration 34Q: 3 clusters Score -4982182 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4982378.500000 Penalty: 5278.249512
	Iteration 35Q: 3 clusters Score -4982378 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4982570.500000 Penalty: 5278.249512
	Iteration 36Q: 3 clusters Score -4982570 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4982803.500000 Penalty: 5278.249512
	Iteration 37Q: 3 clusters Score -4982804 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4983012.500000 Penalty: 5278.249512
	Iteration 38Q: 3 clusters Score -4983012 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4983314.500000 Penalty: 5278.249512
	Iteration 39Q: 3 clusters Score -4983314 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4983592.500000 Penalty: 5278.249512
	Iteration 40F: 3 clusters Score -4983592 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4983818.500000 Penalty: 5278.249512
	Iteration 41Q: 3 clusters Score -4983818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4984043.500000 Penalty: 5278.249512
	Iteration 42Q: 3 clusters Score -4984044 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4984244.000000 Penalty: 5278.249512
	Iteration 43Q: 3 clusters Score -4984244 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4984436.000000 Penalty: 5278.249512
	Iteration 44Q: 3 clusters Score -4984436 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4984609.500000 Penalty: 5278.249512
	Iteration 45Q: 3 clusters Score -4984610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -4984766.000000 Penalty: 5278.249512
	Iteration 46Q: 3 clusters Score -4984766 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4984889.000000 Penalty: 5278.249512
	Iteration 47Q: 3 clusters Score -4984889 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4984982.500000 Penalty: 5278.249512
	Iteration 48Q: 3 clusters Score -4984982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4985083.500000 Penalty: 5278.249512
	Iteration 49Q: 3 clusters Score -4985084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4985173.000000 Penalty: 5278.249512
	Iteration 50Q: 3 clusters Score -4985173 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4985260.500000 Penalty: 5278.249512
	Iteration 51Q: 3 clusters Score -4985260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4985317.500000 Penalty: 5278.249512
	Iteration 52Q: 3 clusters Score -4985318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4985371.500000 Penalty: 5278.249512
	Iteration 53Q: 3 clusters Score -4985372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -4985423.000000 Penalty: 5278.249512
	Iteration 54Q: 3 clusters Score -4985423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -4985447.000000 Penalty: 5278.249512
	Iteration 55Q: 3 clusters Score -4985447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -4985474.500000 Penalty: 5278.249512
	Iteration 56Q: 3 clusters Score -4985474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4985490.000000 Penalty: 5278.249512
	Iteration 57Q: 3 clusters Score -4985490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4985516.000000 Penalty: 5278.249512
	Iteration 58Q: 3 clusters Score -4985516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -4985533.000000 Penalty: 5278.249512
	Iteration 59Q: 3 clusters Score -4985533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4985545.500000 Penalty: 5278.249512
	Iteration 60F: 3 clusters Score -4985546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4985547.000000 Penalty: 5278.249512
	Iteration 61Q: 3 clusters Score -4985547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4985553.500000 Penalty: 5278.249512
	Iteration 62Q: 3 clusters Score -4985554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -4985566.500000 Penalty: 5278.249512
	Iteration 63Q: 3 clusters Score -4985566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4985579.000000 Penalty: 5278.249512
	Iteration 64Q: 3 clusters Score -4985579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4985590.500000 Penalty: 5278.249512
	Iteration 65Q: 3 clusters Score -4985590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -4985593.000000 Penalty: 5278.249512
	Iteration 66Q: 3 clusters Score -4985593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4985615.000000 Penalty: 5278.249512
	Iteration 67Q: 3 clusters Score -4985615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4985622.500000 Penalty: 5278.249512
	Iteration 68Q: 3 clusters Score -4985622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4985626.500000 Penalty: 5278.249512
	Iteration 69Q: 3 clusters Score -4985626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4985631.000000 Penalty: 5278.249512
	Iteration 70Q: 3 clusters Score -4985631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4985632.500000 Penalty: 5278.249512
	Iteration 71Q: 3 clusters Score -4985632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4985652.000000 Penalty: 5278.249512
	Iteration 72Q: 3 clusters Score -4985652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4985658.000000 Penalty: 5278.249512
	Iteration 73Q: 3 clusters Score -4985658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -4985657.000000 Penalty: 5278.249512
	Iteration 74Q: 3 clusters Score -4985657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -4985672.000000 Penalty: 5278.249512
	Iteration 75Q: 3 clusters Score -4985672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4985673.000000 Penalty: 5278.249512
	Iteration 76Q: 3 clusters Score -4985673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4985679.500000 Penalty: 5278.249512
	Iteration 77Q: 3 clusters Score -4985680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -4985689.000000 Penalty: 5278.249512
	Iteration 78Q: 3 clusters Score -4985689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4985687.000000 Penalty: 5278.249512
	Iteration 79Q: 3 clusters Score -4985687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4985689.500000 Penalty: 5278.249512
	Iteration 80F: 3 clusters Score -4985690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4985684.000000 Penalty: 5278.249512
	Iteration 81Q: 3 clusters Score -4985684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4985686.500000 Penalty: 5278.249512
	Iteration 82Q: 3 clusters Score -4985686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4985691.500000 Penalty: 5278.249512
	Iteration 83Q: 3 clusters Score -4985692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4985694.500000 Penalty: 5278.249512
	Iteration 84Q: 3 clusters Score -4985694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4985694.500000 Penalty: 5278.249512
	Iteration 85Q: 3 clusters Score -4985694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -4985698.000000 Penalty: 5278.249512
	Iteration 86Q: 3 clusters Score -4985698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4985698.500000 Penalty: 5278.249512
	Iteration 87Q: 3 clusters Score -4985698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4985697.000000 Penalty: 5278.249512
	Iteration 88Q: 3 clusters Score -4985697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4985699.000000 Penalty: 5278.249512
	Iteration 89Q: 3 clusters Score -4985699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4985703.000000 Penalty: 5278.249512
	Iteration 90Q: 3 clusters Score -4985703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -4985703.500000 Penalty: 5278.249512
	Iteration 91Q: 3 clusters Score -4985704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4985705.500000 Penalty: 5278.249512
	Iteration 92Q: 3 clusters Score -4985706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -4985711.000000 Penalty: 5278.249512
	Iteration 93Q: 3 clusters Score -4985711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4985715.500000 Penalty: 5278.249512
	Iteration 94Q: 3 clusters Score -4985716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4985716.000000 Penalty: 5278.249512
	Iteration 95Q: 3 clusters Score -4985716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -4985714.500000 Penalty: 5278.249512
	Iteration 96Q: 3 clusters Score -4985714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4985716.500000 Penalty: 5278.249512
	Iteration 97Q: 3 clusters Score -4985716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4985715.500000 Penalty: 5278.249512
	Iteration 98Q: 3 clusters Score -4985716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4985718.000000 Penalty: 5278.249512
	Iteration 99Q: 3 clusters Score -4985718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4985723.000000 Penalty: 5278.249512
	Iteration 100F: 3 clusters Score -4985723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4985729.500000 Penalty: 5278.249512
	Iteration 101Q: 3 clusters Score -4985730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4985728.500000 Penalty: 5278.249512
	Iteration 102Q: 3 clusters Score -4985728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4985728.500000 Penalty: 5278.249512
	Iteration 103Q: 3 clusters Score -4985728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -4985724.500000 Penalty: 5278.249512
	Iteration 104Q: 3 clusters Score -4985724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4985728.000000 Penalty: 5278.249512
	Iteration 105Q: 3 clusters Score -4985728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4985733.000000 Penalty: 5278.249512
	Iteration 106Q: 3 clusters Score -4985733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -4985733.000000 Penalty: 5278.249512
	Iteration 107Q: 3 clusters Score -4985733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -4985733.000000 Penalty: 5278.249512
	Iteration 108Q: 3 clusters Score -4985733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -4985733.000000 Penalty: 5278.249512
	Iteration 109F: 3 clusters Score -4985733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -401932.656250 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -401932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -398564.968750 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -398565 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -399271.531250 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -399271.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -399443.937500 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -399443.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -399530.406250 Penalty: 4003.788818
	Iteration 3Q: 3 clusters Score -399530.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -399581.937500 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -399581.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -399618.187500 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -399618.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -399649.906250 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -399649.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -399667.468750 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -399667.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -399686.250000 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -399686.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -399697.843750 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -399697.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -399709.812500 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -399709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -399717.281250 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -399717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -399723.406250 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -399723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399730.312500 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -399730.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -399735.875000 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -399735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -399746.718750 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -399746.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -399755.781250 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -399755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -399763.125000 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -399763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -399768.625000 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -399768.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -399773.500000 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -399773.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -399776.031250 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -399776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -399777.750000 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -399777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -399778.531250 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -399778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -399780.125000 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -399780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -399780.125000 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -399780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -399782.531250 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -399782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -399784.375000 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -399784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -399786.843750 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -399786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -399792.781250 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -399792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -399799.625000 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -399799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -399807.937500 Penalty: 4003.788818
	Iteration 30Q: 3 clusters Score -399807.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -399815.625000 Penalty: 4003.788818
	Iteration 31Q: 3 clusters Score -399815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -399823.593750 Penalty: 4003.788818
	Iteration 32Q: 3 clusters Score -399823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -399830.281250 Penalty: 4003.788818
	Iteration 33Q: 3 clusters Score -399830.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -399839.968750 Penalty: 4003.788818
	Iteration 34Q: 3 clusters Score -399840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -399850.125000 Penalty: 4003.788818
	Iteration 35Q: 3 clusters Score -399850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -399859.656250 Penalty: 4003.788818
	Iteration 36Q: 3 clusters Score -399859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -399867.156250 Penalty: 4003.788818
	Iteration 37Q: 3 clusters Score -399867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -399875.156250 Penalty: 4003.788818
	Iteration 38Q: 3 clusters Score -399875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -399883.125000 Penalty: 4003.788818
	Iteration 39Q: 3 clusters Score -399883.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -399891.906250 Penalty: 4003.788818
	Iteration 40F: 3 clusters Score -399891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -399898.937500 Penalty: 4003.788818
	Iteration 41Q: 3 clusters Score -399898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -399908.906250 Penalty: 4003.788818
	Iteration 42Q: 3 clusters Score -399908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -399918.156250 Penalty: 4003.788818
	Iteration 43Q: 3 clusters Score -399918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -399926.468750 Penalty: 4003.788818
	Iteration 44Q: 3 clusters Score -399926.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -399932.531250 Penalty: 4003.788818
	Iteration 45Q: 3 clusters Score -399932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -399935.125000 Penalty: 4003.788818
	Iteration 46Q: 3 clusters Score -399935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -399941.562500 Penalty: 4003.788818
	Iteration 47Q: 3 clusters Score -399941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -399944.843750 Penalty: 4003.788818
	Iteration 48Q: 3 clusters Score -399944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -399948.312500 Penalty: 4003.788818
	Iteration 49Q: 3 clusters Score -399948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -399950.812500 Penalty: 4003.788818
	Iteration 50Q: 3 clusters Score -399950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -399953.562500 Penalty: 4003.788818
	Iteration 51Q: 3 clusters Score -399953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399954.718750 Penalty: 4003.788818
	Iteration 52Q: 3 clusters Score -399954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -399955.906250 Penalty: 4003.788818
	Iteration 53Q: 3 clusters Score -399955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -399958.343750 Penalty: 4003.788818
	Iteration 54Q: 3 clusters Score -399958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -399960.406250 Penalty: 4003.788818
	Iteration 55Q: 3 clusters Score -399960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -399961.625000 Penalty: 4003.788818
	Iteration 56Q: 3 clusters Score -399961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -399962.781250 Penalty: 4003.788818
	Iteration 57Q: 3 clusters Score -399962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -399963.718750 Penalty: 4003.788818
	Iteration 58Q: 3 clusters Score -399963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -399966.000000 Penalty: 4003.788818
	Iteration 59Q: 3 clusters Score -399966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -399968.187500 Penalty: 4003.788818
	Iteration 60F: 3 clusters Score -399968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -399969.875000 Penalty: 4003.788818
	Iteration 61Q: 3 clusters Score -399969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -399972.500000 Penalty: 4003.788818
	Iteration 62Q: 3 clusters Score -399972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -399974.906250 Penalty: 4003.788818
	Iteration 63Q: 3 clusters Score -399974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -399976.468750 Penalty: 4003.788818
	Iteration 64Q: 3 clusters Score -399976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -399979.437500 Penalty: 4003.788818
	Iteration 65Q: 3 clusters Score -399979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -399982.968750 Penalty: 4003.788818
	Iteration 66Q: 3 clusters Score -399983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -399987.531250 Penalty: 4003.788818
	Iteration 67Q: 3 clusters Score -399987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -399989.156250 Penalty: 4003.788818
	Iteration 68Q: 3 clusters Score -399989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -399991.718750 Penalty: 4003.788818
	Iteration 69Q: 3 clusters Score -399991.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -399995.187500 Penalty: 4003.788818
	Iteration 70Q: 3 clusters Score -399995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -399999.500000 Penalty: 4003.788818
	Iteration 71Q: 3 clusters Score -399999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -400008.343750 Penalty: 4003.788818
	Iteration 72Q: 3 clusters Score -400008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -400015.281250 Penalty: 4003.788818
	Iteration 73Q: 3 clusters Score -400015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -400021.156250 Penalty: 4003.788818
	Iteration 74Q: 3 clusters Score -400021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -400025.875000 Penalty: 4003.788818
	Iteration 75Q: 3 clusters Score -400025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -400027.937500 Penalty: 4003.788818
	Iteration 76Q: 3 clusters Score -400027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -400032.062500 Penalty: 4003.788818
	Iteration 77Q: 3 clusters Score -400032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -400035.812500 Penalty: 4003.788818
	Iteration 78Q: 3 clusters Score -400035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -400041.625000 Penalty: 4003.788818
	Iteration 79Q: 3 clusters Score -400041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -400044.187500 Penalty: 4003.788818
	Iteration 80F: 3 clusters Score -400044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -400048.218750 Penalty: 4003.788818
	Iteration 81Q: 3 clusters Score -400048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -400051.187500 Penalty: 4003.788818
	Iteration 82Q: 3 clusters Score -400051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -400060.437500 Penalty: 4003.788818
	Iteration 83Q: 3 clusters Score -400060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -400062.437500 Penalty: 4003.788818
	Iteration 84Q: 3 clusters Score -400062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -400064.781250 Penalty: 4003.788818
	Iteration 85Q: 3 clusters Score -400064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -400069.375000 Penalty: 4003.788818
	Iteration 86Q: 3 clusters Score -400069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -400073.218750 Penalty: 4003.788818
	Iteration 87Q: 3 clusters Score -400073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -400074.062500 Penalty: 4003.788818
	Iteration 88Q: 3 clusters Score -400074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -400075.375000 Penalty: 4003.788818
	Iteration 89Q: 3 clusters Score -400075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -400076.406250 Penalty: 4003.788818
	Iteration 90Q: 3 clusters Score -400076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -400076.906250 Penalty: 4003.788818
	Iteration 91Q: 3 clusters Score -400076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -400077.906250 Penalty: 4003.788818
	Iteration 92Q: 3 clusters Score -400077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -400077.906250 Penalty: 4003.788818
	Iteration 93Q: 3 clusters Score -400077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -400078.718750 Penalty: 4003.788818
	Iteration 94Q: 3 clusters Score -400078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -400078.718750 Penalty: 4003.788818
	Iteration 95F: 3 clusters Score -400078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -609297.687500 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -609297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -604984.375000 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -604984.4 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -606039.187500 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -606039.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -606264.562500 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -606264.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -606402.937500 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -606402.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -606500.125000 Penalty: 4193.942871
	Iteration 4Q: 3 clusters Score -606500.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -606575.312500 Penalty: 4193.942871
	Iteration 5Q: 3 clusters Score -606575.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -606640.812500 Penalty: 4193.942871
	Iteration 6Q: 3 clusters Score -606640.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -606703.250000 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -606703.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -606783.437500 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -606783.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -606881.312500 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -606881.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -607011.375000 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -607011.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -607187.875000 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -607187.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -607386.062500 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -607386.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -607565.312500 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -607565.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -607744.062500 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -607744.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -607877.562500 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -607877.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -607973.250000 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -607973.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -608049.000000 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -608049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -608089.875000 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -608089.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -608119.812500 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -608119.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -608146.312500 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -608146.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -608170.062500 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -608170.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -608190.437500 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -608190.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -608212.187500 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -608212.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -608228.875000 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -608228.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -608244.875000 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -608244.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -608266.562500 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -608266.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -608294.625000 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -608294.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -608326.062500 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -608326.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -608364.562500 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -608364.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -608414.125000 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -608414.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -608467.750000 Penalty: 4193.942871
	Iteration 31Q: 3 clusters Score -608467.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -608513.125000 Penalty: 4193.942871
	Iteration 32Q: 3 clusters Score -608513.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -608556.562500 Penalty: 4193.942871
	Iteration 33Q: 3 clusters Score -608556.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -608581.375000 Penalty: 4193.942871
	Iteration 34Q: 3 clusters Score -608581.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -608598.000000 Penalty: 4193.942871
	Iteration 35Q: 3 clusters Score -608598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -608613.437500 Penalty: 4193.942871
	Iteration 36Q: 3 clusters Score -608613.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -608622.562500 Penalty: 4193.942871
	Iteration 37Q: 3 clusters Score -608622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -608626.375000 Penalty: 4193.942871
	Iteration 38Q: 3 clusters Score -608626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -608633.625000 Penalty: 4193.942871
	Iteration 39Q: 3 clusters Score -608633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -608634.750000 Penalty: 4193.942871
	Iteration 40F: 3 clusters Score -608634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -608637.750000 Penalty: 4193.942871
	Iteration 41Q: 3 clusters Score -608637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -608641.000000 Penalty: 4193.942871
	Iteration 42Q: 3 clusters Score -608641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -608641.875000 Penalty: 4193.942871
	Iteration 43Q: 3 clusters Score -608641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -608641.812500 Penalty: 4193.942871
	Iteration 44Q: 3 clusters Score -608641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -608642.000000 Penalty: 4193.942871
	Iteration 45Q: 3 clusters Score -608642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -608643.125000 Penalty: 4193.942871
	Iteration 46Q: 3 clusters Score -608643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -608642.687500 Penalty: 4193.942871
	Iteration 47Q: 3 clusters Score -608642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -608643.500000 Penalty: 4193.942871
	Iteration 48Q: 3 clusters Score -608643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -608643.500000 Penalty: 4193.942871
	Iteration 49F: 3 clusters Score -608643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Entering Unmasked Estep 
Score: -3665637.250000 Penalty: 2537.402100
	Iteration 0F: 2 clusters Score -3665637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3646351.250000 Penalty: 5074.804199
	Iteration 0F: 3 clusters Score -3646351 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3653327.750000 Penalty: 5074.804199
	Iteration 1F: 3 clusters Score -3653328 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3653904.250000 Penalty: 5074.804199
	Iteration 2F: 3 clusters Score -3653904 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3654579.000000 Penalty: 5074.804199
	Iteration 3Q: 3 clusters Score -3654579 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3655508.250000 Penalty: 5074.804199
	Iteration 4F: 3 clusters Score -3655508 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3656747.500000 Penalty: 5074.804199
	Iteration 5F: 3 clusters Score -3656748 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3658362.250000 Penalty: 5074.804199
	Iteration 6F: 3 clusters Score -3658362 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3660255.250000 Penalty: 5074.804199
	Iteration 7F: 3 clusters Score -3660255 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3661809.750000 Penalty: 5074.804199
	Iteration 8F: 3 clusters Score -3661810 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3662679.000000 Penalty: 5074.804199
	Iteration 9Q: 3 clusters Score -3662679 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3663085.250000 Penalty: 5074.804199
	Iteration 10Q: 3 clusters Score -3663085 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3663244.000000 Penalty: 5074.804199
	Iteration 11Q: 3 clusters Score -3663244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3663331.500000 Penalty: 5074.804199
	Iteration 12Q: 3 clusters Score -3663332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3663359.250000 Penalty: 5074.804199
	Iteration 13Q: 3 clusters Score -3663359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3663381.000000 Penalty: 5074.804199
	Iteration 14Q: 3 clusters Score -3663381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3663384.500000 Penalty: 5074.804199
	Iteration 15Q: 3 clusters Score -3663384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3663385.500000 Penalty: 5074.804199
	Iteration 16Q: 3 clusters Score -3663386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3663384.000000 Penalty: 5074.804199
	Iteration 17Q: 3 clusters Score -3663384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3663384.000000 Penalty: 5074.804199
	Iteration 18F: 3 clusters Score -3663384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Entering Unmasked Estep 
Score: -3415652.750000 Penalty: 2519.600586
	Iteration 0F: 2 clusters Score -3415653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3397800.000000 Penalty: 5039.201172
	Iteration 0F: 3 clusters Score -3397800 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3403892.750000 Penalty: 5039.201172
	Iteration 1F: 3 clusters Score -3403893 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3404322.000000 Penalty: 5039.201172
	Iteration 2Q: 3 clusters Score -3404322 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3404761.000000 Penalty: 5039.201172
	Iteration 3Q: 3 clusters Score -3404761 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3405180.000000 Penalty: 5039.201172
	Iteration 4Q: 3 clusters Score -3405180 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3405736.250000 Penalty: 5039.201172
	Iteration 5Q: 3 clusters Score -3405736 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3406561.750000 Penalty: 5039.201172
	Iteration 6F: 3 clusters Score -3406562 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3407706.250000 Penalty: 5039.201172
	Iteration 7F: 3 clusters Score -3407706 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3409138.500000 Penalty: 5039.201172
	Iteration 8F: 3 clusters Score -3409138 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3410593.000000 Penalty: 5039.201172
	Iteration 9F: 3 clusters Score -3410593 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3411684.500000 Penalty: 5039.201172
	Iteration 10Q: 3 clusters Score -3411684 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3412421.500000 Penalty: 5039.201172
	Iteration 11Q: 3 clusters Score -3412422 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3412854.500000 Penalty: 5039.201172
	Iteration 12Q: 3 clusters Score -3412854 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3413104.750000 Penalty: 5039.201172
	Iteration 13Q: 3 clusters Score -3413105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3413230.000000 Penalty: 5039.201172
	Iteration 14Q: 3 clusters Score -3413230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3413330.750000 Penalty: 5039.201172
	Iteration 15Q: 3 clusters Score -3413331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3413395.250000 Penalty: 5039.201172
	Iteration 16Q: 3 clusters Score -3413395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3413430.500000 Penalty: 5039.201172
	Iteration 17Q: 3 clusters Score -3413430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3413464.250000 Penalty: 5039.201172
	Iteration 18Q: 3 clusters Score -3413464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3413478.000000 Penalty: 5039.201172
	Iteration 19Q: 3 clusters Score -3413478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3413490.250000 Penalty: 5039.201172
	Iteration 20F: 3 clusters Score -3413490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3413499.000000 Penalty: 5039.201172
	Iteration 21Q: 3 clusters Score -3413499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3413502.250000 Penalty: 5039.201172
	Iteration 22Q: 3 clusters Score -3413502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3413509.000000 Penalty: 5039.201172
	Iteration 23Q: 3 clusters Score -3413509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3413513.250000 Penalty: 5039.201172
	Iteration 24Q: 3 clusters Score -3413513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3413515.750000 Penalty: 5039.201172
	Iteration 25Q: 3 clusters Score -3413516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3413512.500000 Penalty: 5039.201172
	Iteration 26Q: 3 clusters Score -3413512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3413512.500000 Penalty: 5039.201172
	Iteration 27F: 3 clusters Score -3413512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -449408.468750 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -449408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -445697.343750 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -445697.3 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -446540.656250 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -446540.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -446752.406250 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -446752.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -446889.687500 Penalty: 4072.221436
	Iteration 3F: 3 clusters Score -446889.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -446982.250000 Penalty: 4072.221436
	Iteration 4Q: 3 clusters Score -446982.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -447050.218750 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -447050.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -447106.312500 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -447106.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -447157.781250 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -447157.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -447242.812500 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -447242.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -447363.531250 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -447363.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -447519.875000 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -447519.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -447801.125000 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -447801.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -448143.875000 Penalty: 4072.221436
	Iteration 12F: 3 clusters Score -448143.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -448453.718750 Penalty: 4072.221436
	Iteration 13F: 3 clusters Score -448453.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -448713.781250 Penalty: 4072.221436
	Iteration 14F: 3 clusters Score -448713.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -448939.187500 Penalty: 4072.221436
	Iteration 15F: 3 clusters Score -448939.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -449099.062500 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -449099.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -449188.000000 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -449188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -449245.187500 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -449245.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -449277.656250 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -449277.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -449295.812500 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -449295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -449308.968750 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -449309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -449313.875000 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -449313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -449318.375000 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -449318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -449319.906250 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -449319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -449320.531250 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -449320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -449321.437500 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -449321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -449321.437500 Penalty: 4072.221436
	Iteration 27F: 3 clusters Score -449321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Entering Unmasked Estep 
Score: -2050613.000000 Penalty: 2414.429199
	Iteration 0F: 2 clusters Score -2050613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2038589.000000 Penalty: 4828.858398
	Iteration 0F: 3 clusters Score -2038589 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2042643.000000 Penalty: 4828.858398
	Iteration 1F: 3 clusters Score -2042643 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2043192.250000 Penalty: 4828.858398
	Iteration 2F: 3 clusters Score -2043192 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2043836.000000 Penalty: 4828.858398
	Iteration 3F: 3 clusters Score -2043836 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2044596.000000 Penalty: 4828.858398
	Iteration 4F: 3 clusters Score -2044596 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2045437.875000 Penalty: 4828.858398
	Iteration 5F: 3 clusters Score -2045438 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2046120.250000 Penalty: 4828.858398
	Iteration 6F: 3 clusters Score -2046120 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2046562.875000 Penalty: 4828.858398
	Iteration 7Q: 3 clusters Score -2046563 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2046876.000000 Penalty: 4828.858398
	Iteration 8Q: 3 clusters Score -2046876 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2047091.750000 Penalty: 4828.858398
	Iteration 9Q: 3 clusters Score -2047092 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2047259.625000 Penalty: 4828.858398
	Iteration 10Q: 3 clusters Score -2047260 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2047387.625000 Penalty: 4828.858398
	Iteration 11Q: 3 clusters Score -2047388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2047463.125000 Penalty: 4828.858398
	Iteration 12Q: 3 clusters Score -2047463 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2047525.875000 Penalty: 4828.858398
	Iteration 13Q: 3 clusters Score -2047526 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2047573.500000 Penalty: 4828.858398
	Iteration 14Q: 3 clusters Score -2047574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2047613.625000 Penalty: 4828.858398
	Iteration 15Q: 3 clusters Score -2047614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2047664.625000 Penalty: 4828.858398
	Iteration 16Q: 3 clusters Score -2047665 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2047697.125000 Penalty: 4828.858398
	Iteration 17Q: 3 clusters Score -2047697 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2047728.750000 Penalty: 4828.858398
	Iteration 18Q: 3 clusters Score -2047729 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2047773.125000 Penalty: 4828.858398
	Iteration 19Q: 3 clusters Score -2047773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2047807.750000 Penalty: 4828.858398
	Iteration 20F: 3 clusters Score -2047808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2047843.000000 Penalty: 4828.858398
	Iteration 21Q: 3 clusters Score -2047843 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2047891.625000 Penalty: 4828.858398
	Iteration 22Q: 3 clusters Score -2047892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2047928.375000 Penalty: 4828.858398
	Iteration 23Q: 3 clusters Score -2047928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2047981.125000 Penalty: 4828.858398
	Iteration 24Q: 3 clusters Score -2047981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2048036.375000 Penalty: 4828.858398
	Iteration 25Q: 3 clusters Score -2048036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2048089.000000 Penalty: 4828.858398
	Iteration 26Q: 3 clusters Score -2048089 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2048139.250000 Penalty: 4828.858398
	Iteration 27Q: 3 clusters Score -2048139 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2048206.125000 Penalty: 4828.858398
	Iteration 28Q: 3 clusters Score -2048206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2048262.000000 Penalty: 4828.858398
	Iteration 29Q: 3 clusters Score -2048262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2048335.000000 Penalty: 4828.858398
	Iteration 30Q: 3 clusters Score -2048335 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2048426.750000 Penalty: 4828.858398
	Iteration 31Q: 3 clusters Score -2048427 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2048526.875000 Penalty: 4828.858398
	Iteration 32Q: 3 clusters Score -2048527 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2048656.000000 Penalty: 4828.858398
	Iteration 33Q: 3 clusters Score -2048656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2048849.125000 Penalty: 4828.858398
	Iteration 34Q: 3 clusters Score -2048849 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2049110.000000 Penalty: 4828.858398
	Iteration 35Q: 3 clusters Score -2049110 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2049442.250000 Penalty: 4828.858398
	Iteration 36Q: 3 clusters Score -2049442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2049754.875000 Penalty: 4828.858398
	Iteration 37Q: 3 clusters Score -2049755 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2050021.875000 Penalty: 4828.858398
	Iteration 38Q: 3 clusters Score -2050022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2050212.750000 Penalty: 4828.858398
	Iteration 39Q: 3 clusters Score -2050213 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2050316.250000 Penalty: 4828.858398
	Iteration 40F: 3 clusters Score -2050316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2050361.000000 Penalty: 4828.858398
	Iteration 41Q: 3 clusters Score -2050361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2050387.875000 Penalty: 4828.858398
	Iteration 42Q: 3 clusters Score -2050388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2050409.250000 Penalty: 4828.858398
	Iteration 43Q: 3 clusters Score -2050409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2050422.750000 Penalty: 4828.858398
	Iteration 44Q: 3 clusters Score -2050423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2050440.625000 Penalty: 4828.858398
	Iteration 45Q: 3 clusters Score -2050441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2050448.000000 Penalty: 4828.858398
	Iteration 46Q: 3 clusters Score -2050448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2050463.875000 Penalty: 4828.858398
	Iteration 47Q: 3 clusters Score -2050464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2050463.125000 Penalty: 4828.858398
	Iteration 48Q: 3 clusters Score -2050463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2050464.500000 Penalty: 4828.858398
	Iteration 49Q: 3 clusters Score -2050464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2050459.000000 Penalty: 4828.858398
	Iteration 50Q: 3 clusters Score -2050459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2050461.250000 Penalty: 4828.858398
	Iteration 51Q: 3 clusters Score -2050461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2050463.625000 Penalty: 4828.858398
	Iteration 52Q: 3 clusters Score -2050464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2050464.125000 Penalty: 4828.858398
	Iteration 53Q: 3 clusters Score -2050464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2050463.500000 Penalty: 4828.858398
	Iteration 54Q: 3 clusters Score -2050464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2050466.000000 Penalty: 4828.858398
	Iteration 55Q: 3 clusters Score -2050466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2050464.500000 Penalty: 4828.858398
	Iteration 56Q: 3 clusters Score -2050464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2050465.750000 Penalty: 4828.858398
	Iteration 57Q: 3 clusters Score -2050466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2050463.250000 Penalty: 4828.858398
	Iteration 58Q: 3 clusters Score -2050463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2050462.750000 Penalty: 4828.858398
	Iteration 59Q: 3 clusters Score -2050463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2050462.000000 Penalty: 4828.858398
	Iteration 60F: 3 clusters Score -2050462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2050461.250000 Penalty: 4828.858398
	Iteration 61Q: 3 clusters Score -2050461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2050461.625000 Penalty: 4828.858398
	Iteration 62Q: 3 clusters Score -2050462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2050464.250000 Penalty: 4828.858398
	Iteration 63Q: 3 clusters Score -2050464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2050464.250000 Penalty: 4828.858398
	Iteration 64F: 3 clusters Score -2050464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Entering Unmasked Estep 
Score: -5455943.500000 Penalty: 2639.479980
	Iteration 0F: 2 clusters Score -5455944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5427559.000000 Penalty: 5278.959961
	Iteration 0F: 3 clusters Score -5427559 nChanged 19233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5438473.500000 Penalty: 5278.959961
	Iteration 1F: 3 clusters Score -5438474 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -5439126.500000 Penalty: 5278.959961
	Iteration 2Q: 3 clusters Score -5439126 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5439976.500000 Penalty: 5278.959961
	Iteration 3Q: 3 clusters Score -5439976 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5441041.000000 Penalty: 5278.959961
	Iteration 4F: 3 clusters Score -5441041 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5442488.500000 Penalty: 5278.959961
	Iteration 5F: 3 clusters Score -5442488 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5444337.500000 Penalty: 5278.959961
	Iteration 6F: 3 clusters Score -5444338 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5446174.000000 Penalty: 5278.959961
	Iteration 7F: 3 clusters Score -5446174 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5447745.000000 Penalty: 5278.959961
	Iteration 8F: 3 clusters Score -5447745 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -5449057.000000 Penalty: 5278.959961
	Iteration 9Q: 3 clusters Score -5449057 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -5450089.000000 Penalty: 5278.959961
	Iteration 10Q: 3 clusters Score -5450089 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5450788.000000 Penalty: 5278.959961
	Iteration 11Q: 3 clusters Score -5450788 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -5451261.500000 Penalty: 5278.959961
	Iteration 12Q: 3 clusters Score -5451262 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5451608.000000 Penalty: 5278.959961
	Iteration 13Q: 3 clusters Score -5451608 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5451809.500000 Penalty: 5278.959961
	Iteration 14Q: 3 clusters Score -5451810 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -5451957.500000 Penalty: 5278.959961
	Iteration 15Q: 3 clusters Score -5451958 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5452084.000000 Penalty: 5278.959961
	Iteration 16Q: 3 clusters Score -5452084 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -5452180.000000 Penalty: 5278.959961
	Iteration 17Q: 3 clusters Score -5452180 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5452253.000000 Penalty: 5278.959961
	Iteration 18Q: 3 clusters Score -5452253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5452333.500000 Penalty: 5278.959961
	Iteration 19Q: 3 clusters Score -5452334 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5452413.500000 Penalty: 5278.959961
	Iteration 20F: 3 clusters Score -5452414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -5452485.000000 Penalty: 5278.959961
	Iteration 21Q: 3 clusters Score -5452485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5452558.500000 Penalty: 5278.959961
	Iteration 22Q: 3 clusters Score -5452558 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5452637.000000 Penalty: 5278.959961
	Iteration 23Q: 3 clusters Score -5452637 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5452668.000000 Penalty: 5278.959961
	Iteration 24Q: 3 clusters Score -5452668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5452733.500000 Penalty: 5278.959961
	Iteration 25Q: 3 clusters Score -5452734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5452773.500000 Penalty: 5278.959961
	Iteration 26Q: 3 clusters Score -5452774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5452811.000000 Penalty: 5278.959961
	Iteration 27Q: 3 clusters Score -5452811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5452889.500000 Penalty: 5278.959961
	Iteration 28Q: 3 clusters Score -5452890 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -5452940.000000 Penalty: 5278.959961
	Iteration 29Q: 3 clusters Score -5452940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5452995.000000 Penalty: 5278.959961
	Iteration 30Q: 3 clusters Score -5452995 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -5453052.500000 Penalty: 5278.959961
	Iteration 31Q: 3 clusters Score -5453052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5453108.500000 Penalty: 5278.959961
	Iteration 32Q: 3 clusters Score -5453108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5453153.000000 Penalty: 5278.959961
	Iteration 33Q: 3 clusters Score -5453153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -5453205.000000 Penalty: 5278.959961
	Iteration 34Q: 3 clusters Score -5453205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5453271.000000 Penalty: 5278.959961
	Iteration 35Q: 3 clusters Score -5453271 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5453323.500000 Penalty: 5278.959961
	Iteration 36Q: 3 clusters Score -5453324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5453359.500000 Penalty: 5278.959961
	Iteration 37Q: 3 clusters Score -5453360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5453389.500000 Penalty: 5278.959961
	Iteration 38Q: 3 clusters Score -5453390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5453419.000000 Penalty: 5278.959961
	Iteration 39Q: 3 clusters Score -5453419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5453447.000000 Penalty: 5278.959961
	Iteration 40F: 3 clusters Score -5453447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5453478.000000 Penalty: 5278.959961
	Iteration 41Q: 3 clusters Score -5453478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -5453512.000000 Penalty: 5278.959961
	Iteration 42Q: 3 clusters Score -5453512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5453540.500000 Penalty: 5278.959961
	Iteration 43Q: 3 clusters Score -5453540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -5453585.000000 Penalty: 5278.959961
	Iteration 44Q: 3 clusters Score -5453585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5453618.500000 Penalty: 5278.959961
	Iteration 45Q: 3 clusters Score -5453618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5453624.500000 Penalty: 5278.959961
	Iteration 46Q: 3 clusters Score -5453624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5453660.000000 Penalty: 5278.959961
	Iteration 47Q: 3 clusters Score -5453660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5453686.500000 Penalty: 5278.959961
	Iteration 48Q: 3 clusters Score -5453686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5453718.000000 Penalty: 5278.959961
	Iteration 49Q: 3 clusters Score -5453718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5453736.000000 Penalty: 5278.959961
	Iteration 50Q: 3 clusters Score -5453736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5453765.000000 Penalty: 5278.959961
	Iteration 51Q: 3 clusters Score -5453765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5453811.000000 Penalty: 5278.959961
	Iteration 52Q: 3 clusters Score -5453811 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5453850.000000 Penalty: 5278.959961
	Iteration 53Q: 3 clusters Score -5453850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5453892.000000 Penalty: 5278.959961
	Iteration 54Q: 3 clusters Score -5453892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5453914.000000 Penalty: 5278.959961
	Iteration 55Q: 3 clusters Score -5453914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5453946.500000 Penalty: 5278.959961
	Iteration 56Q: 3 clusters Score -5453946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5453966.000000 Penalty: 5278.959961
	Iteration 57Q: 3 clusters Score -5453966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5453965.500000 Penalty: 5278.959961
	Iteration 58Q: 3 clusters Score -5453966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5453983.000000 Penalty: 5278.959961
	Iteration 59Q: 3 clusters Score -5453983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5453992.000000 Penalty: 5278.959961
	Iteration 60F: 3 clusters Score -5453992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5454013.000000 Penalty: 5278.959961
	Iteration 61Q: 3 clusters Score -5454013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5454027.000000 Penalty: 5278.959961
	Iteration 62Q: 3 clusters Score -5454027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5454037.000000 Penalty: 5278.959961
	Iteration 63Q: 3 clusters Score -5454037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -5454064.500000 Penalty: 5278.959961
	Iteration 64Q: 3 clusters Score -5454064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5454109.500000 Penalty: 5278.959961
	Iteration 65Q: 3 clusters Score -5454110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5454152.500000 Penalty: 5278.959961
	Iteration 66Q: 3 clusters Score -5454152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5454191.500000 Penalty: 5278.959961
	Iteration 67Q: 3 clusters Score -5454192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5454222.000000 Penalty: 5278.959961
	Iteration 68Q: 3 clusters Score -5454222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5454246.000000 Penalty: 5278.959961
	Iteration 69Q: 3 clusters Score -5454246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5454267.500000 Penalty: 5278.959961
	Iteration 70Q: 3 clusters Score -5454268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5454282.500000 Penalty: 5278.959961
	Iteration 71Q: 3 clusters Score -5454282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5454287.000000 Penalty: 5278.959961
	Iteration 72Q: 3 clusters Score -5454287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5454314.500000 Penalty: 5278.959961
	Iteration 73Q: 3 clusters Score -5454314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5454317.500000 Penalty: 5278.959961
	Iteration 74Q: 3 clusters Score -5454318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5454321.000000 Penalty: 5278.959961
	Iteration 75Q: 3 clusters Score -5454321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5454327.000000 Penalty: 5278.959961
	Iteration 76Q: 3 clusters Score -5454327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5454334.000000 Penalty: 5278.959961
	Iteration 77Q: 3 clusters Score -5454334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5454346.500000 Penalty: 5278.959961
	Iteration 78Q: 3 clusters Score -5454346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5454347.000000 Penalty: 5278.959961
	Iteration 79Q: 3 clusters Score -5454347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5454352.000000 Penalty: 5278.959961
	Iteration 80F: 3 clusters Score -5454352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5454349.000000 Penalty: 5278.959961
	Iteration 81Q: 3 clusters Score -5454349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5454352.500000 Penalty: 5278.959961
	Iteration 82Q: 3 clusters Score -5454352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5454352.500000 Penalty: 5278.959961
	Iteration 83Q: 3 clusters Score -5454352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5454352.000000 Penalty: 5278.959961
	Iteration 84Q: 3 clusters Score -5454352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5454348.500000 Penalty: 5278.959961
	Iteration 85Q: 3 clusters Score -5454348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5454348.500000 Penalty: 5278.959961
	Iteration 86Q: 3 clusters Score -5454348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5454351.500000 Penalty: 5278.959961
	Iteration 87Q: 3 clusters Score -5454352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5454355.000000 Penalty: 5278.959961
	Iteration 88Q: 3 clusters Score -5454355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5454356.500000 Penalty: 5278.959961
	Iteration 89Q: 3 clusters Score -5454356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5454356.500000 Penalty: 5278.959961
	Iteration 90F: 3 clusters Score -5454356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103555.710938 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103555.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101711.843750 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101711.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102160.398438 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102160.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102380.507812 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102380.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102524.539062 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -102524.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102690.265625 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -102690.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102887.101562 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -102887.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103123.398438 Penalty: 3393.441406
	Iteration 6F: 3 clusters Score -103123.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103349.046875 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -103349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103611.867188 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103611.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103801.445312 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -103801.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103985.007812 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -103985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104031.609375 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -104031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104066.968750 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -104067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104106.468750 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -104106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104115.195312 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -104115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104117.812500 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -104117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104120.007812 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -104120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104120.007812 Penalty: 3393.441406
	Iteration 17F: 3 clusters Score -104120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 41841 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 27763 members 
Mstep: Class 6 contains 25840 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 41901 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 317961 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 57932 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 88987 members 
Mstep: Class 23 contains 16978 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 9324 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14186 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 10852 members 
Mstep: Class 31 contains 5070 members 
Mstep: Class 32 contains 406 members 
Entering Unmasked Estep 
Score: -104930592.000000 Penalty: 108252.726562
Splitting cluster 10 changes total score from -104931784.000000 to -104930592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -40272.187500 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -40272.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38954.542969 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -38954.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39280.000000 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -39280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39442.843750 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -39442.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39667.515625 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -39667.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39756.382812 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -39756.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39790.492188 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -39790.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39816.859375 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -39816.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39873.464844 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -39873.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39882.804688 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -39882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39882.804688 Penalty: 2964.270020
	Iteration 9F: 3 clusters Score -39882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -221374.218750 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -221374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218914.156250 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -218914.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -219376.281250 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -219376.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219520.640625 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -219520.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -219586.859375 Penalty: 3715.025391
	Iteration 3Q: 3 clusters Score -219586.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219635.671875 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -219635.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219663.937500 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -219663.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -219690.296875 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -219690.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219713.453125 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -219713.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219720.812500 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -219720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219729.015625 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -219729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219738.750000 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -219738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219748.109375 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -219748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219754.406250 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -219754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219762.250000 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -219762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219773.703125 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -219773.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -219782.640625 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -219782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219790.609375 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -219790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -219796.031250 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -219796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -219801.390625 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -219801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -219806.546875 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -219806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219812.390625 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -219812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219813.406250 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -219813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -219814.531250 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -219814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219815.218750 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -219815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219815.484375 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -219815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219815.484375 Penalty: 3715.025391
	Iteration 25F: 3 clusters Score -219815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -121026.515625 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -121026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119023.476562 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -119023.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119645.187500 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -119645.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -119954.679688 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -119954.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -120191.828125 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -120191.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120358.273438 Penalty: 3551.394287
	Iteration 4F: 3 clusters Score -120358.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120461.820312 Penalty: 3551.394287
	Iteration 5Q: 3 clusters Score -120461.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -120546.632812 Penalty: 3551.394287
	Iteration 6Q: 3 clusters Score -120546.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -120610.203125 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -120610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -120651.164062 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -120651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -120664.218750 Penalty: 3551.394287
	Iteration 9Q: 3 clusters Score -120664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -120674.773438 Penalty: 3551.394287
	Iteration 10Q: 3 clusters Score -120674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -120690.671875 Penalty: 3551.394287
	Iteration 11Q: 3 clusters Score -120690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -120704.289062 Penalty: 3551.394287
	Iteration 12Q: 3 clusters Score -120704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -120709.921875 Penalty: 3551.394287
	Iteration 13Q: 3 clusters Score -120709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -120714.203125 Penalty: 3551.394287
	Iteration 14Q: 3 clusters Score -120714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -120714.781250 Penalty: 3551.394287
	Iteration 15Q: 3 clusters Score -120714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120715.328125 Penalty: 3551.394287
	Iteration 16Q: 3 clusters Score -120715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120722.492188 Penalty: 3551.394287
	Iteration 17F: 3 clusters Score -120722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -120757.554688 Penalty: 3551.394287
	Iteration 18Q: 3 clusters Score -120757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -120767.242188 Penalty: 3551.394287
	Iteration 19Q: 3 clusters Score -120767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -120769.398438 Penalty: 3551.394287
	Iteration 20F: 3 clusters Score -120769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -120770.195312 Penalty: 3551.394287
	Iteration 21Q: 3 clusters Score -120770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -120771.023438 Penalty: 3551.394287
	Iteration 22Q: 3 clusters Score -120771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -120771.023438 Penalty: 3551.394287
	Iteration 23F: 3 clusters Score -120771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (317961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317961 members 
Entering Unmasked Estep 
Score: -41221640.000000 Penalty: 3142.081787
	Iteration 0F: 2 clusters Score -4.122164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -41026012.000000 Penalty: 6284.163574
	Iteration 0F: 3 clusters Score -4.102601e+07 nChanged 154749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 149717 members 
Entering Unmasked Estep 
Score: -41118228.000000 Penalty: 6284.163574
	Iteration 1F: 3 clusters Score -4.111823e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -41120228.000000 Penalty: 6284.163574
	Iteration 2Q: 3 clusters Score -4.112023e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 133909 members 
Entering Unmasked Estep 
Score: -41123164.000000 Penalty: 6284.163574
	Iteration 3Q: 3 clusters Score -4.112316e+07 nChanged 15406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198710 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -41129056.000000 Penalty: 6284.163574
	Iteration 4Q: 3 clusters Score -4.112906e+07 nChanged 21441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219629 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -41139640.000000 Penalty: 6284.163574
	Iteration 5F: 3 clusters Score -4.113964e+07 nChanged 26077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245178 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -41155192.000000 Penalty: 6284.163574
	Iteration 6F: 3 clusters Score -4.115519e+07 nChanged 25662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270570 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -41174192.000000 Penalty: 6284.163574
	Iteration 7F: 3 clusters Score -4.117419e+07 nChanged 19599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290043 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -41191108.000000 Penalty: 6284.163574
	Iteration 8F: 3 clusters Score -4.119111e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302050 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -41201592.000000 Penalty: 6284.163574
	Iteration 9Q: 3 clusters Score -4.120159e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308471 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -41207896.000000 Penalty: 6284.163574
	Iteration 10Q: 3 clusters Score -4.12079e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312032 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -41211676.000000 Penalty: 6284.163574
	Iteration 11Q: 3 clusters Score -4.121168e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314045 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -41214108.000000 Penalty: 6284.163574
	Iteration 12Q: 3 clusters Score -4.121411e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315198 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -41215408.000000 Penalty: 6284.163574
	Iteration 13Q: 3 clusters Score -4.121541e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315900 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -41216352.000000 Penalty: 6284.163574
	Iteration 14Q: 3 clusters Score -4.121635e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316326 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -41216976.000000 Penalty: 6284.163574
	Iteration 15Q: 3 clusters Score -4.121698e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316607 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -41217380.000000 Penalty: 6284.163574
	Iteration 16Q: 3 clusters Score -4.121738e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316786 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -41217628.000000 Penalty: 6284.163574
	Iteration 17Q: 3 clusters Score -4.121763e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316916 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -41217784.000000 Penalty: 6284.163574
	Iteration 18Q: 3 clusters Score -4.121778e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316983 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -41217876.000000 Penalty: 6284.163574
	Iteration 19Q: 3 clusters Score -4.121788e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317028 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -41217980.000000 Penalty: 6284.163574
	Iteration 20F: 3 clusters Score -4.121798e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -41218084.000000 Penalty: 6284.163574
	Iteration 21Q: 3 clusters Score -4.121808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317119 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -41218128.000000 Penalty: 6284.163574
	Iteration 22Q: 3 clusters Score -4.121813e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317147 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -41218192.000000 Penalty: 6284.163574
	Iteration 23Q: 3 clusters Score -4.121819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317172 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -41218236.000000 Penalty: 6284.163574
	Iteration 24Q: 3 clusters Score -4.121824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317189 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -41218288.000000 Penalty: 6284.163574
	Iteration 25Q: 3 clusters Score -4.121829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317201 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -41218284.000000 Penalty: 6284.163574
	Iteration 26Q: 3 clusters Score -4.121828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317211 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -41218316.000000 Penalty: 6284.163574
	Iteration 27Q: 3 clusters Score -4.121832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317216 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -41218320.000000 Penalty: 6284.163574
	Iteration 28Q: 3 clusters Score -4.121832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317225 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -41218332.000000 Penalty: 6284.163574
	Iteration 29Q: 3 clusters Score -4.121833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317227 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -41218348.000000 Penalty: 6284.163574
	Iteration 30Q: 3 clusters Score -4.121835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317229 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -41218336.000000 Penalty: 6284.163574
	Iteration 31Q: 3 clusters Score -4.121834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317232 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -41218356.000000 Penalty: 6284.163574
	Iteration 32Q: 3 clusters Score -4.121836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317233 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -41218356.000000 Penalty: 6284.163574
	Iteration 33Q: 3 clusters Score -4.121836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317236 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -41218368.000000 Penalty: 6284.163574
	Iteration 34Q: 3 clusters Score -4.121837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -41218364.000000 Penalty: 6284.163574
	Iteration 35Q: 3 clusters Score -4.121836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317243 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -41218372.000000 Penalty: 6284.163574
	Iteration 36Q: 3 clusters Score -4.121837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317248 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -41218388.000000 Penalty: 6284.163574
	Iteration 37Q: 3 clusters Score -4.121839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -41218392.000000 Penalty: 6284.163574
	Iteration 38Q: 3 clusters Score -4.121839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317256 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -41218396.000000 Penalty: 6284.163574
	Iteration 39Q: 3 clusters Score -4.12184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317258 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -41218408.000000 Penalty: 6284.163574
	Iteration 40F: 3 clusters Score -4.121841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317259 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -41218432.000000 Penalty: 6284.163574
	Iteration 41Q: 3 clusters Score -4.121843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317263 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -41218448.000000 Penalty: 6284.163574
	Iteration 42Q: 3 clusters Score -4.121845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -41218424.000000 Penalty: 6284.163574
	Iteration 43Q: 3 clusters Score -4.121842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41218448.000000 Penalty: 6284.163574
	Iteration 44Q: 3 clusters Score -4.121845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317268 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -41218440.000000 Penalty: 6284.163574
	Iteration 45Q: 3 clusters Score -4.121844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41218448.000000 Penalty: 6284.163574
	Iteration 46Q: 3 clusters Score -4.121845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41218448.000000 Penalty: 6284.163574
	Iteration 47F: 3 clusters Score -4.121845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Entering Unmasked Estep 
Score: -2253812.500000 Penalty: 2435.642334
	Iteration 0F: 2 clusters Score -2253812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2240594.000000 Penalty: 4871.284668
	Iteration 0F: 3 clusters Score -2240594 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2245055.250000 Penalty: 4871.284668
	Iteration 1F: 3 clusters Score -2245055 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2245576.750000 Penalty: 4871.284668
	Iteration 2F: 3 clusters Score -2245577 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2246135.000000 Penalty: 4871.284668
	Iteration 3F: 3 clusters Score -2246135 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2246642.750000 Penalty: 4871.284668
	Iteration 4F: 3 clusters Score -2246643 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2247191.500000 Penalty: 4871.284668
	Iteration 5F: 3 clusters Score -2247192 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2247802.750000 Penalty: 4871.284668
	Iteration 6F: 3 clusters Score -2247803 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2248395.500000 Penalty: 4871.284668
	Iteration 7F: 3 clusters Score -2248396 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2248974.500000 Penalty: 4871.284668
	Iteration 8F: 3 clusters Score -2248974 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2249557.750000 Penalty: 4871.284668
	Iteration 9Q: 3 clusters Score -2249558 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2250190.000000 Penalty: 4871.284668
	Iteration 10Q: 3 clusters Score -2250190 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2250805.500000 Penalty: 4871.284668
	Iteration 11Q: 3 clusters Score -2250806 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2251346.750000 Penalty: 4871.284668
	Iteration 12Q: 3 clusters Score -2251347 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2251769.250000 Penalty: 4871.284668
	Iteration 13Q: 3 clusters Score -2251769 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2252082.500000 Penalty: 4871.284668
	Iteration 14Q: 3 clusters Score -2252082 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2252299.250000 Penalty: 4871.284668
	Iteration 15Q: 3 clusters Score -2252299 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2252446.750000 Penalty: 4871.284668
	Iteration 16Q: 3 clusters Score -2252447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2252524.750000 Penalty: 4871.284668
	Iteration 17Q: 3 clusters Score -2252525 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2252589.750000 Penalty: 4871.284668
	Iteration 18Q: 3 clusters Score -2252590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2252635.750000 Penalty: 4871.284668
	Iteration 19Q: 3 clusters Score -2252636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2252651.000000 Penalty: 4871.284668
	Iteration 20F: 3 clusters Score -2252651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2252674.250000 Penalty: 4871.284668
	Iteration 21Q: 3 clusters Score -2252674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2252687.250000 Penalty: 4871.284668
	Iteration 22Q: 3 clusters Score -2252687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2252692.500000 Penalty: 4871.284668
	Iteration 23Q: 3 clusters Score -2252692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2252708.000000 Penalty: 4871.284668
	Iteration 24Q: 3 clusters Score -2252708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2252707.500000 Penalty: 4871.284668
	Iteration 25Q: 3 clusters Score -2252708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2252718.000000 Penalty: 4871.284668
	Iteration 26Q: 3 clusters Score -2252718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2252720.750000 Penalty: 4871.284668
	Iteration 27Q: 3 clusters Score -2252721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2252723.250000 Penalty: 4871.284668
	Iteration 28Q: 3 clusters Score -2252723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2252729.750000 Penalty: 4871.284668
	Iteration 29Q: 3 clusters Score -2252730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2252732.750000 Penalty: 4871.284668
	Iteration 30Q: 3 clusters Score -2252733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2252737.250000 Penalty: 4871.284668
	Iteration 31Q: 3 clusters Score -2252737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2252730.750000 Penalty: 4871.284668
	Iteration 32Q: 3 clusters Score -2252731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2252732.500000 Penalty: 4871.284668
	Iteration 33Q: 3 clusters Score -2252732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2252736.000000 Penalty: 4871.284668
	Iteration 34Q: 3 clusters Score -2252736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2252738.000000 Penalty: 4871.284668
	Iteration 35Q: 3 clusters Score -2252738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2252746.250000 Penalty: 4871.284668
	Iteration 36Q: 3 clusters Score -2252746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2252749.500000 Penalty: 4871.284668
	Iteration 37Q: 3 clusters Score -2252750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2252745.500000 Penalty: 4871.284668
	Iteration 38Q: 3 clusters Score -2252746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2252747.750000 Penalty: 4871.284668
	Iteration 39Q: 3 clusters Score -2252748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2252752.500000 Penalty: 4871.284668
	Iteration 40F: 3 clusters Score -2252752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2252749.250000 Penalty: 4871.284668
	Iteration 41Q: 3 clusters Score -2252749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2252752.000000 Penalty: 4871.284668
	Iteration 42Q: 3 clusters Score -2252752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2252759.500000 Penalty: 4871.284668
	Iteration 43Q: 3 clusters Score -2252760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2252754.250000 Penalty: 4871.284668
	Iteration 44Q: 3 clusters Score -2252754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2252758.250000 Penalty: 4871.284668
	Iteration 45Q: 3 clusters Score -2252758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2252758.000000 Penalty: 4871.284668
	Iteration 46Q: 3 clusters Score -2252758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2252756.250000 Penalty: 4871.284668
	Iteration 47Q: 3 clusters Score -2252756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2252756.000000 Penalty: 4871.284668
	Iteration 48Q: 3 clusters Score -2252756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2252760.250000 Penalty: 4871.284668
	Iteration 49Q: 3 clusters Score -2252760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2252767.250000 Penalty: 4871.284668
	Iteration 50Q: 3 clusters Score -2252767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2252770.750000 Penalty: 4871.284668
	Iteration 51Q: 3 clusters Score -2252771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2252773.500000 Penalty: 4871.284668
	Iteration 52Q: 3 clusters Score -2252774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2252772.000000 Penalty: 4871.284668
	Iteration 53Q: 3 clusters Score -2252772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2252772.250000 Penalty: 4871.284668
	Iteration 54Q: 3 clusters Score -2252772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2252774.250000 Penalty: 4871.284668
	Iteration 55Q: 3 clusters Score -2252774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2252774.000000 Penalty: 4871.284668
	Iteration 56Q: 3 clusters Score -2252774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2252774.750000 Penalty: 4871.284668
	Iteration 57Q: 3 clusters Score -2252775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2252772.500000 Penalty: 4871.284668
	Iteration 58Q: 3 clusters Score -2252772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2252771.250000 Penalty: 4871.284668
	Iteration 59Q: 3 clusters Score -2252771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2252772.000000 Penalty: 4871.284668
	Iteration 60F: 3 clusters Score -2252772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2252773.000000 Penalty: 4871.284668
	Iteration 61Q: 3 clusters Score -2252773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2252773.000000 Penalty: 4871.284668
	Iteration 62F: 3 clusters Score -2252773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Entering Unmasked Estep 
Score: -7490899.500000 Penalty: 2719.822266
	Iteration 0F: 2 clusters Score -7490900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -7451953.500000 Penalty: 5439.644531
	Iteration 0F: 3 clusters Score -7451954 nChanged 26899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -7466856.500000 Penalty: 5439.644531
	Iteration 1F: 3 clusters Score -7466856 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -7467420.000000 Penalty: 5439.644531
	Iteration 2Q: 3 clusters Score -7467420 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -7467977.000000 Penalty: 5439.644531
	Iteration 3Q: 3 clusters Score -7467977 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7468546.000000 Penalty: 5439.644531
	Iteration 4Q: 3 clusters Score -7468546 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7469248.000000 Penalty: 5439.644531
	Iteration 5Q: 3 clusters Score -7469248 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -7470067.500000 Penalty: 5439.644531
	Iteration 6Q: 3 clusters Score -7470068 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7471081.000000 Penalty: 5439.644531
	Iteration 7Q: 3 clusters Score -7471081 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -7472366.500000 Penalty: 5439.644531
	Iteration 8Q: 3 clusters Score -7472366 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -7473793.000000 Penalty: 5439.644531
	Iteration 9Q: 3 clusters Score -7473793 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -7475528.000000 Penalty: 5439.644531
	Iteration 10F: 3 clusters Score -7475528 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -7477584.000000 Penalty: 5439.644531
	Iteration 11F: 3 clusters Score -7477584 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -7479718.000000 Penalty: 5439.644531
	Iteration 12F: 3 clusters Score -7479718 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -7481815.500000 Penalty: 5439.644531
	Iteration 13Q: 3 clusters Score -7481816 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -7483563.500000 Penalty: 5439.644531
	Iteration 14Q: 3 clusters Score -7483564 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -7484788.500000 Penalty: 5439.644531
	Iteration 15Q: 3 clusters Score -7484788 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -7485745.500000 Penalty: 5439.644531
	Iteration 16Q: 3 clusters Score -7485746 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -7486457.000000 Penalty: 5439.644531
	Iteration 17Q: 3 clusters Score -7486457 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -7487026.000000 Penalty: 5439.644531
	Iteration 18Q: 3 clusters Score -7487026 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -7487372.000000 Penalty: 5439.644531
	Iteration 19Q: 3 clusters Score -7487372 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -7487592.500000 Penalty: 5439.644531
	Iteration 20F: 3 clusters Score -7487592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7487775.000000 Penalty: 5439.644531
	Iteration 21Q: 3 clusters Score -7487775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7487902.000000 Penalty: 5439.644531
	Iteration 22Q: 3 clusters Score -7487902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7488008.000000 Penalty: 5439.644531
	Iteration 23Q: 3 clusters Score -7488008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -7488075.000000 Penalty: 5439.644531
	Iteration 24Q: 3 clusters Score -7488075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7488161.000000 Penalty: 5439.644531
	Iteration 25Q: 3 clusters Score -7488161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7488206.500000 Penalty: 5439.644531
	Iteration 26Q: 3 clusters Score -7488206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -7488251.500000 Penalty: 5439.644531
	Iteration 27Q: 3 clusters Score -7488252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7488299.500000 Penalty: 5439.644531
	Iteration 28Q: 3 clusters Score -7488300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -7488340.500000 Penalty: 5439.644531
	Iteration 29Q: 3 clusters Score -7488340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7488362.500000 Penalty: 5439.644531
	Iteration 30Q: 3 clusters Score -7488362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7488378.000000 Penalty: 5439.644531
	Iteration 31Q: 3 clusters Score -7488378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -7488406.000000 Penalty: 5439.644531
	Iteration 32Q: 3 clusters Score -7488406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7488444.000000 Penalty: 5439.644531
	Iteration 33Q: 3 clusters Score -7488444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -7488462.500000 Penalty: 5439.644531
	Iteration 34Q: 3 clusters Score -7488462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -7488467.000000 Penalty: 5439.644531
	Iteration 35Q: 3 clusters Score -7488467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -7488494.000000 Penalty: 5439.644531
	Iteration 36Q: 3 clusters Score -7488494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -7488493.000000 Penalty: 5439.644531
	Iteration 37Q: 3 clusters Score -7488493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7488513.000000 Penalty: 5439.644531
	Iteration 38Q: 3 clusters Score -7488513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7488512.000000 Penalty: 5439.644531
	Iteration 39Q: 3 clusters Score -7488512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -7488510.500000 Penalty: 5439.644531
	Iteration 40F: 3 clusters Score -7488510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7488514.000000 Penalty: 5439.644531
	Iteration 41Q: 3 clusters Score -7488514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -7488520.000000 Penalty: 5439.644531
	Iteration 42Q: 3 clusters Score -7488520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -7488538.000000 Penalty: 5439.644531
	Iteration 43Q: 3 clusters Score -7488538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7488528.000000 Penalty: 5439.644531
	Iteration 44Q: 3 clusters Score -7488528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -7488533.500000 Penalty: 5439.644531
	Iteration 45Q: 3 clusters Score -7488534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7488533.500000 Penalty: 5439.644531
	Iteration 46Q: 3 clusters Score -7488534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7488536.500000 Penalty: 5439.644531
	Iteration 47Q: 3 clusters Score -7488536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7488539.000000 Penalty: 5439.644531
	Iteration 48Q: 3 clusters Score -7488539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7488539.000000 Penalty: 5439.644531
	Iteration 49F: 3 clusters Score -7488539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -1364645.000000 Penalty: 2339.305664
	Iteration 0F: 2 clusters Score -1364645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1355441.750000 Penalty: 4678.611328
	Iteration 0F: 3 clusters Score -1355442 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1358541.625000 Penalty: 4678.611328
	Iteration 1F: 3 clusters Score -1358542 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1359113.125000 Penalty: 4678.611328
	Iteration 2F: 3 clusters Score -1359113 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1359633.750000 Penalty: 4678.611328
	Iteration 3F: 3 clusters Score -1359634 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1360110.375000 Penalty: 4678.611328
	Iteration 4F: 3 clusters Score -1360110 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1360504.375000 Penalty: 4678.611328
	Iteration 5F: 3 clusters Score -1360504 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1360838.625000 Penalty: 4678.611328
	Iteration 6Q: 3 clusters Score -1360839 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1361108.500000 Penalty: 4678.611328
	Iteration 7Q: 3 clusters Score -1361108 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1361342.625000 Penalty: 4678.611328
	Iteration 8Q: 3 clusters Score -1361343 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1361564.125000 Penalty: 4678.611328
	Iteration 9Q: 3 clusters Score -1361564 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1361750.000000 Penalty: 4678.611328
	Iteration 10Q: 3 clusters Score -1361750 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1361923.000000 Penalty: 4678.611328
	Iteration 11Q: 3 clusters Score -1361923 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1362084.500000 Penalty: 4678.611328
	Iteration 12Q: 3 clusters Score -1362084 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1362227.625000 Penalty: 4678.611328
	Iteration 13Q: 3 clusters Score -1362228 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1362362.250000 Penalty: 4678.611328
	Iteration 14Q: 3 clusters Score -1362362 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1362485.250000 Penalty: 4678.611328
	Iteration 15Q: 3 clusters Score -1362485 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1362586.125000 Penalty: 4678.611328
	Iteration 16Q: 3 clusters Score -1362586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1362678.125000 Penalty: 4678.611328
	Iteration 17Q: 3 clusters Score -1362678 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1362766.375000 Penalty: 4678.611328
	Iteration 18Q: 3 clusters Score -1362766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1362825.500000 Penalty: 4678.611328
	Iteration 19Q: 3 clusters Score -1362826 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1362869.250000 Penalty: 4678.611328
	Iteration 20F: 3 clusters Score -1362869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1362912.625000 Penalty: 4678.611328
	Iteration 21Q: 3 clusters Score -1362913 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1362956.500000 Penalty: 4678.611328
	Iteration 22Q: 3 clusters Score -1362956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1362992.000000 Penalty: 4678.611328
	Iteration 23Q: 3 clusters Score -1362992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1363014.500000 Penalty: 4678.611328
	Iteration 24Q: 3 clusters Score -1363014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1363035.500000 Penalty: 4678.611328
	Iteration 25Q: 3 clusters Score -1363036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1363048.500000 Penalty: 4678.611328
	Iteration 26Q: 3 clusters Score -1363048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1363059.000000 Penalty: 4678.611328
	Iteration 27Q: 3 clusters Score -1363059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1363072.125000 Penalty: 4678.611328
	Iteration 28Q: 3 clusters Score -1363072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1363089.625000 Penalty: 4678.611328
	Iteration 29Q: 3 clusters Score -1363090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1363106.000000 Penalty: 4678.611328
	Iteration 30Q: 3 clusters Score -1363106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1363117.000000 Penalty: 4678.611328
	Iteration 31Q: 3 clusters Score -1363117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1363128.375000 Penalty: 4678.611328
	Iteration 32Q: 3 clusters Score -1363128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1363143.625000 Penalty: 4678.611328
	Iteration 33Q: 3 clusters Score -1363144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1363159.000000 Penalty: 4678.611328
	Iteration 34Q: 3 clusters Score -1363159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1363170.500000 Penalty: 4678.611328
	Iteration 35Q: 3 clusters Score -1363170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1363179.625000 Penalty: 4678.611328
	Iteration 36Q: 3 clusters Score -1363180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1363196.750000 Penalty: 4678.611328
	Iteration 37Q: 3 clusters Score -1363197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1363214.250000 Penalty: 4678.611328
	Iteration 38Q: 3 clusters Score -1363214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1363230.000000 Penalty: 4678.611328
	Iteration 39Q: 3 clusters Score -1363230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1363249.125000 Penalty: 4678.611328
	Iteration 40F: 3 clusters Score -1363249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1363264.000000 Penalty: 4678.611328
	Iteration 41Q: 3 clusters Score -1363264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1363271.750000 Penalty: 4678.611328
	Iteration 42Q: 3 clusters Score -1363272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1363281.125000 Penalty: 4678.611328
	Iteration 43Q: 3 clusters Score -1363281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1363292.000000 Penalty: 4678.611328
	Iteration 44Q: 3 clusters Score -1363292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1363305.125000 Penalty: 4678.611328
	Iteration 45Q: 3 clusters Score -1363305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1363309.750000 Penalty: 4678.611328
	Iteration 46Q: 3 clusters Score -1363310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1363313.875000 Penalty: 4678.611328
	Iteration 47Q: 3 clusters Score -1363314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1363320.000000 Penalty: 4678.611328
	Iteration 48Q: 3 clusters Score -1363320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1363318.250000 Penalty: 4678.611328
	Iteration 49Q: 3 clusters Score -1363318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1363319.250000 Penalty: 4678.611328
	Iteration 50Q: 3 clusters Score -1363319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1363322.125000 Penalty: 4678.611328
	Iteration 51Q: 3 clusters Score -1363322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1363322.375000 Penalty: 4678.611328
	Iteration 52Q: 3 clusters Score -1363322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1363327.375000 Penalty: 4678.611328
	Iteration 53Q: 3 clusters Score -1363327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1363339.625000 Penalty: 4678.611328
	Iteration 54Q: 3 clusters Score -1363340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1363345.375000 Penalty: 4678.611328
	Iteration 55Q: 3 clusters Score -1363345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1363350.125000 Penalty: 4678.611328
	Iteration 56Q: 3 clusters Score -1363350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1363354.375000 Penalty: 4678.611328
	Iteration 57Q: 3 clusters Score -1363354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1363359.625000 Penalty: 4678.611328
	Iteration 58Q: 3 clusters Score -1363360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1363363.000000 Penalty: 4678.611328
	Iteration 59Q: 3 clusters Score -1363363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1363362.500000 Penalty: 4678.611328
	Iteration 60F: 3 clusters Score -1363362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1363367.750000 Penalty: 4678.611328
	Iteration 61Q: 3 clusters Score -1363368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1363373.375000 Penalty: 4678.611328
	Iteration 62Q: 3 clusters Score -1363373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1363377.125000 Penalty: 4678.611328
	Iteration 63Q: 3 clusters Score -1363377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1363380.125000 Penalty: 4678.611328
	Iteration 64Q: 3 clusters Score -1363380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1363387.375000 Penalty: 4678.611328
	Iteration 65Q: 3 clusters Score -1363387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1363385.000000 Penalty: 4678.611328
	Iteration 66Q: 3 clusters Score -1363385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1363390.000000 Penalty: 4678.611328
	Iteration 67Q: 3 clusters Score -1363390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1363389.125000 Penalty: 4678.611328
	Iteration 68Q: 3 clusters Score -1363389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1363391.875000 Penalty: 4678.611328
	Iteration 69Q: 3 clusters Score -1363392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1363392.750000 Penalty: 4678.611328
	Iteration 70Q: 3 clusters Score -1363393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1363391.875000 Penalty: 4678.611328
	Iteration 71Q: 3 clusters Score -1363392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1363392.375000 Penalty: 4678.611328
	Iteration 72Q: 3 clusters Score -1363392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1363391.375000 Penalty: 4678.611328
	Iteration 73Q: 3 clusters Score -1363391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1363394.500000 Penalty: 4678.611328
	Iteration 74Q: 3 clusters Score -1363394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1363394.500000 Penalty: 4678.611328
	Iteration 75F: 3 clusters Score -1363394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -955726.750000 Penalty: 2231.138916
	Iteration 0F: 2 clusters Score -955726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -949227.937500 Penalty: 4462.277832
	Iteration 0F: 3 clusters Score -949227.9 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -951021.437500 Penalty: 4462.277832
	Iteration 1F: 3 clusters Score -951021.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -951288.875000 Penalty: 4462.277832
	Iteration 2F: 3 clusters Score -951288.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -951489.562500 Penalty: 4462.277832
	Iteration 3F: 3 clusters Score -951489.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -951622.750000 Penalty: 4462.277832
	Iteration 4Q: 3 clusters Score -951622.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -951716.187500 Penalty: 4462.277832
	Iteration 5Q: 3 clusters Score -951716.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -951803.437500 Penalty: 4462.277832
	Iteration 6Q: 3 clusters Score -951803.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -951897.562500 Penalty: 4462.277832
	Iteration 7Q: 3 clusters Score -951897.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -951994.062500 Penalty: 4462.277832
	Iteration 8Q: 3 clusters Score -951994.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -952105.312500 Penalty: 4462.277832
	Iteration 9Q: 3 clusters Score -952105.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -952208.812500 Penalty: 4462.277832
	Iteration 10Q: 3 clusters Score -952208.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -952295.062500 Penalty: 4462.277832
	Iteration 11Q: 3 clusters Score -952295.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -952383.812500 Penalty: 4462.277832
	Iteration 12Q: 3 clusters Score -952383.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -952472.625000 Penalty: 4462.277832
	Iteration 13Q: 3 clusters Score -952472.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -952549.250000 Penalty: 4462.277832
	Iteration 14Q: 3 clusters Score -952549.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -952616.625000 Penalty: 4462.277832
	Iteration 15Q: 3 clusters Score -952616.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -952694.500000 Penalty: 4462.277832
	Iteration 16Q: 3 clusters Score -952694.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -952774.750000 Penalty: 4462.277832
	Iteration 17Q: 3 clusters Score -952774.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -952851.937500 Penalty: 4462.277832
	Iteration 18Q: 3 clusters Score -952851.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -952947.562500 Penalty: 4462.277832
	Iteration 19Q: 3 clusters Score -952947.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -953044.750000 Penalty: 4462.277832
	Iteration 20F: 3 clusters Score -953044.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -953124.812500 Penalty: 4462.277832
	Iteration 21Q: 3 clusters Score -953124.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -953195.875000 Penalty: 4462.277832
	Iteration 22Q: 3 clusters Score -953195.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -953259.562500 Penalty: 4462.277832
	Iteration 23Q: 3 clusters Score -953259.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -953314.437500 Penalty: 4462.277832
	Iteration 24Q: 3 clusters Score -953314.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -953369.875000 Penalty: 4462.277832
	Iteration 25Q: 3 clusters Score -953369.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -953417.437500 Penalty: 4462.277832
	Iteration 26Q: 3 clusters Score -953417.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -953469.937500 Penalty: 4462.277832
	Iteration 27Q: 3 clusters Score -953469.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -953520.062500 Penalty: 4462.277832
	Iteration 28Q: 3 clusters Score -953520.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -953560.062500 Penalty: 4462.277832
	Iteration 29Q: 3 clusters Score -953560.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -953594.312500 Penalty: 4462.277832
	Iteration 30Q: 3 clusters Score -953594.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -953628.250000 Penalty: 4462.277832
	Iteration 31Q: 3 clusters Score -953628.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -953659.437500 Penalty: 4462.277832
	Iteration 32Q: 3 clusters Score -953659.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -953691.125000 Penalty: 4462.277832
	Iteration 33Q: 3 clusters Score -953691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -953721.187500 Penalty: 4462.277832
	Iteration 34Q: 3 clusters Score -953721.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -953747.125000 Penalty: 4462.277832
	Iteration 35Q: 3 clusters Score -953747.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -953769.625000 Penalty: 4462.277832
	Iteration 36Q: 3 clusters Score -953769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -953785.437500 Penalty: 4462.277832
	Iteration 37Q: 3 clusters Score -953785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -953795.875000 Penalty: 4462.277832
	Iteration 38Q: 3 clusters Score -953795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -953802.500000 Penalty: 4462.277832
	Iteration 39Q: 3 clusters Score -953802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -953804.625000 Penalty: 4462.277832
	Iteration 40F: 3 clusters Score -953804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Entering Unmasked Estep 
Score: -2359321.750000 Penalty: 2427.749023
	Iteration 0F: 2 clusters Score -2359322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2346557.250000 Penalty: 4855.498047
	Iteration 0F: 3 clusters Score -2346557 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2350695.750000 Penalty: 4855.498047
	Iteration 1F: 3 clusters Score -2350696 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2351043.000000 Penalty: 4855.498047
	Iteration 2F: 3 clusters Score -2351043 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2351293.750000 Penalty: 4855.498047
	Iteration 3Q: 3 clusters Score -2351294 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2351489.250000 Penalty: 4855.498047
	Iteration 4Q: 3 clusters Score -2351489 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2351677.250000 Penalty: 4855.498047
	Iteration 5Q: 3 clusters Score -2351677 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2351863.500000 Penalty: 4855.498047
	Iteration 6Q: 3 clusters Score -2351864 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2352071.750000 Penalty: 4855.498047
	Iteration 7Q: 3 clusters Score -2352072 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2352267.500000 Penalty: 4855.498047
	Iteration 8Q: 3 clusters Score -2352268 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2352551.500000 Penalty: 4855.498047
	Iteration 9Q: 3 clusters Score -2352552 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2352892.500000 Penalty: 4855.498047
	Iteration 10Q: 3 clusters Score -2352892 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2353323.000000 Penalty: 4855.498047
	Iteration 11Q: 3 clusters Score -2353323 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2353906.750000 Penalty: 4855.498047
	Iteration 12Q: 3 clusters Score -2353907 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2354598.750000 Penalty: 4855.498047
	Iteration 13F: 3 clusters Score -2354599 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2355344.500000 Penalty: 4855.498047
	Iteration 14F: 3 clusters Score -2355344 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2356143.750000 Penalty: 4855.498047
	Iteration 15Q: 3 clusters Score -2356144 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2356794.500000 Penalty: 4855.498047
	Iteration 16Q: 3 clusters Score -2356794 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2357296.500000 Penalty: 4855.498047
	Iteration 17Q: 3 clusters Score -2357296 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2357713.750000 Penalty: 4855.498047
	Iteration 18Q: 3 clusters Score -2357714 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2358013.250000 Penalty: 4855.498047
	Iteration 19Q: 3 clusters Score -2358013 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2358237.750000 Penalty: 4855.498047
	Iteration 20F: 3 clusters Score -2358238 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2358388.000000 Penalty: 4855.498047
	Iteration 21Q: 3 clusters Score -2358388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2358441.500000 Penalty: 4855.498047
	Iteration 22Q: 3 clusters Score -2358442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2358481.000000 Penalty: 4855.498047
	Iteration 23Q: 3 clusters Score -2358481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2358504.000000 Penalty: 4855.498047
	Iteration 24Q: 3 clusters Score -2358504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2358508.500000 Penalty: 4855.498047
	Iteration 25Q: 3 clusters Score -2358508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2358512.500000 Penalty: 4855.498047
	Iteration 26Q: 3 clusters Score -2358512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2358515.750000 Penalty: 4855.498047
	Iteration 27Q: 3 clusters Score -2358516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2358519.000000 Penalty: 4855.498047
	Iteration 28Q: 3 clusters Score -2358519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2358520.250000 Penalty: 4855.498047
	Iteration 29Q: 3 clusters Score -2358520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2358518.000000 Penalty: 4855.498047
	Iteration 30Q: 3 clusters Score -2358518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2358521.750000 Penalty: 4855.498047
	Iteration 31Q: 3 clusters Score -2358522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2358520.250000 Penalty: 4855.498047
	Iteration 32Q: 3 clusters Score -2358520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2358520.500000 Penalty: 4855.498047
	Iteration 33Q: 3 clusters Score -2358520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2358524.000000 Penalty: 4855.498047
	Iteration 34Q: 3 clusters Score -2358524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2358523.750000 Penalty: 4855.498047
	Iteration 35Q: 3 clusters Score -2358524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2358522.500000 Penalty: 4855.498047
	Iteration 36Q: 3 clusters Score -2358522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2358518.500000 Penalty: 4855.498047
	Iteration 37Q: 3 clusters Score -2358518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2358522.250000 Penalty: 4855.498047
	Iteration 38Q: 3 clusters Score -2358522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2358517.250000 Penalty: 4855.498047
	Iteration 39Q: 3 clusters Score -2358517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2358520.250000 Penalty: 4855.498047
	Iteration 40F: 3 clusters Score -2358520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Entering Unmasked Estep 
Score: -1662856.250000 Penalty: 2352.264648
	Iteration 0F: 2 clusters Score -1662856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1653251.375000 Penalty: 4704.529297
	Iteration 0F: 3 clusters Score -1653251 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1656195.500000 Penalty: 4704.529297
	Iteration 1F: 3 clusters Score -1656196 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1656634.250000 Penalty: 4704.529297
	Iteration 2F: 3 clusters Score -1656634 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1657060.500000 Penalty: 4704.529297
	Iteration 3F: 3 clusters Score -1657060 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1657497.750000 Penalty: 4704.529297
	Iteration 4F: 3 clusters Score -1657498 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1657984.500000 Penalty: 4704.529297
	Iteration 5F: 3 clusters Score -1657984 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1658539.250000 Penalty: 4704.529297
	Iteration 6F: 3 clusters Score -1658539 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1659101.000000 Penalty: 4704.529297
	Iteration 7F: 3 clusters Score -1659101 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1659601.125000 Penalty: 4704.529297
	Iteration 8Q: 3 clusters Score -1659601 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1659991.125000 Penalty: 4704.529297
	Iteration 9Q: 3 clusters Score -1659991 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1660257.750000 Penalty: 4704.529297
	Iteration 10Q: 3 clusters Score -1660258 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1660441.500000 Penalty: 4704.529297
	Iteration 11Q: 3 clusters Score -1660442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1660558.625000 Penalty: 4704.529297
	Iteration 12Q: 3 clusters Score -1660559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1660633.500000 Penalty: 4704.529297
	Iteration 13Q: 3 clusters Score -1660634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1660683.875000 Penalty: 4704.529297
	Iteration 14Q: 3 clusters Score -1660684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1660707.875000 Penalty: 4704.529297
	Iteration 15Q: 3 clusters Score -1660708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1660738.125000 Penalty: 4704.529297
	Iteration 16Q: 3 clusters Score -1660738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1660758.750000 Penalty: 4704.529297
	Iteration 17Q: 3 clusters Score -1660759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1660771.375000 Penalty: 4704.529297
	Iteration 18Q: 3 clusters Score -1660771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1660782.750000 Penalty: 4704.529297
	Iteration 19Q: 3 clusters Score -1660783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1660793.875000 Penalty: 4704.529297
	Iteration 20F: 3 clusters Score -1660794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1660801.875000 Penalty: 4704.529297
	Iteration 21Q: 3 clusters Score -1660802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1660810.375000 Penalty: 4704.529297
	Iteration 22Q: 3 clusters Score -1660810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1660820.625000 Penalty: 4704.529297
	Iteration 23Q: 3 clusters Score -1660821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1660830.750000 Penalty: 4704.529297
	Iteration 24Q: 3 clusters Score -1660831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1660834.500000 Penalty: 4704.529297
	Iteration 25Q: 3 clusters Score -1660834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1660834.375000 Penalty: 4704.529297
	Iteration 26Q: 3 clusters Score -1660834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1660837.000000 Penalty: 4704.529297
	Iteration 27Q: 3 clusters Score -1660837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1660837.125000 Penalty: 4704.529297
	Iteration 28Q: 3 clusters Score -1660837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1660837.125000 Penalty: 4704.529297
	Iteration 29F: 3 clusters Score -1660837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Entering Unmasked Estep 
Score: -1327945.000000 Penalty: 2293.891113
	Iteration 0F: 2 clusters Score -1327945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1320086.250000 Penalty: 4587.782227
	Iteration 0F: 3 clusters Score -1320086 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1322403.000000 Penalty: 4587.782227
	Iteration 1F: 3 clusters Score -1322403 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1322722.750000 Penalty: 4587.782227
	Iteration 2F: 3 clusters Score -1322723 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1322952.625000 Penalty: 4587.782227
	Iteration 3Q: 3 clusters Score -1322953 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1323156.750000 Penalty: 4587.782227
	Iteration 4Q: 3 clusters Score -1323157 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1323378.250000 Penalty: 4587.782227
	Iteration 5Q: 3 clusters Score -1323378 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1323591.500000 Penalty: 4587.782227
	Iteration 6Q: 3 clusters Score -1323592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1323799.875000 Penalty: 4587.782227
	Iteration 7Q: 3 clusters Score -1323800 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1324030.750000 Penalty: 4587.782227
	Iteration 8Q: 3 clusters Score -1324031 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1324300.375000 Penalty: 4587.782227
	Iteration 9Q: 3 clusters Score -1324300 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1324557.250000 Penalty: 4587.782227
	Iteration 10Q: 3 clusters Score -1324557 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1324765.125000 Penalty: 4587.782227
	Iteration 11Q: 3 clusters Score -1324765 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1324941.000000 Penalty: 4587.782227
	Iteration 12Q: 3 clusters Score -1324941 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1325073.250000 Penalty: 4587.782227
	Iteration 13Q: 3 clusters Score -1325073 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1325177.625000 Penalty: 4587.782227
	Iteration 14Q: 3 clusters Score -1325178 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1325260.000000 Penalty: 4587.782227
	Iteration 15Q: 3 clusters Score -1325260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1325323.500000 Penalty: 4587.782227
	Iteration 16Q: 3 clusters Score -1325324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1325364.875000 Penalty: 4587.782227
	Iteration 17Q: 3 clusters Score -1325365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1325399.375000 Penalty: 4587.782227
	Iteration 18Q: 3 clusters Score -1325399 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1325434.500000 Penalty: 4587.782227
	Iteration 19Q: 3 clusters Score -1325434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1325468.500000 Penalty: 4587.782227
	Iteration 20F: 3 clusters Score -1325468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1325492.375000 Penalty: 4587.782227
	Iteration 21Q: 3 clusters Score -1325492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1325518.000000 Penalty: 4587.782227
	Iteration 22Q: 3 clusters Score -1325518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1325545.875000 Penalty: 4587.782227
	Iteration 23Q: 3 clusters Score -1325546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1325572.750000 Penalty: 4587.782227
	Iteration 24Q: 3 clusters Score -1325573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1325607.000000 Penalty: 4587.782227
	Iteration 25Q: 3 clusters Score -1325607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1325643.000000 Penalty: 4587.782227
	Iteration 26Q: 3 clusters Score -1325643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1325671.125000 Penalty: 4587.782227
	Iteration 27Q: 3 clusters Score -1325671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1325697.875000 Penalty: 4587.782227
	Iteration 28Q: 3 clusters Score -1325698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1325721.875000 Penalty: 4587.782227
	Iteration 29Q: 3 clusters Score -1325722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1325746.125000 Penalty: 4587.782227
	Iteration 30Q: 3 clusters Score -1325746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1325766.375000 Penalty: 4587.782227
	Iteration 31Q: 3 clusters Score -1325766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1325795.625000 Penalty: 4587.782227
	Iteration 32Q: 3 clusters Score -1325796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1325821.000000 Penalty: 4587.782227
	Iteration 33Q: 3 clusters Score -1325821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1325850.625000 Penalty: 4587.782227
	Iteration 34Q: 3 clusters Score -1325851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1325875.500000 Penalty: 4587.782227
	Iteration 35Q: 3 clusters Score -1325876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1325897.500000 Penalty: 4587.782227
	Iteration 36Q: 3 clusters Score -1325898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1325928.125000 Penalty: 4587.782227
	Iteration 37Q: 3 clusters Score -1325928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1325953.375000 Penalty: 4587.782227
	Iteration 38Q: 3 clusters Score -1325953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1325977.750000 Penalty: 4587.782227
	Iteration 39Q: 3 clusters Score -1325978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1325996.125000 Penalty: 4587.782227
	Iteration 40F: 3 clusters Score -1325996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1326011.625000 Penalty: 4587.782227
	Iteration 41Q: 3 clusters Score -1326012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1326021.875000 Penalty: 4587.782227
	Iteration 42Q: 3 clusters Score -1326022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1326032.500000 Penalty: 4587.782227
	Iteration 43Q: 3 clusters Score -1326032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1326042.125000 Penalty: 4587.782227
	Iteration 44Q: 3 clusters Score -1326042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1326047.250000 Penalty: 4587.782227
	Iteration 45Q: 3 clusters Score -1326047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1326049.500000 Penalty: 4587.782227
	Iteration 46Q: 3 clusters Score -1326050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1326052.125000 Penalty: 4587.782227
	Iteration 47Q: 3 clusters Score -1326052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1326052.875000 Penalty: 4587.782227
	Iteration 48Q: 3 clusters Score -1326053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1326056.500000 Penalty: 4587.782227
	Iteration 49Q: 3 clusters Score -1326056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1326059.625000 Penalty: 4587.782227
	Iteration 50Q: 3 clusters Score -1326060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1326057.500000 Penalty: 4587.782227
	Iteration 51Q: 3 clusters Score -1326058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1326059.125000 Penalty: 4587.782227
	Iteration 52Q: 3 clusters Score -1326059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1326061.625000 Penalty: 4587.782227
	Iteration 53Q: 3 clusters Score -1326062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1326062.250000 Penalty: 4587.782227
	Iteration 54Q: 3 clusters Score -1326062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1326061.875000 Penalty: 4587.782227
	Iteration 55Q: 3 clusters Score -1326062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1326064.000000 Penalty: 4587.782227
	Iteration 56Q: 3 clusters Score -1326064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1326064.500000 Penalty: 4587.782227
	Iteration 57Q: 3 clusters Score -1326064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1326063.875000 Penalty: 4587.782227
	Iteration 58Q: 3 clusters Score -1326064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1326063.500000 Penalty: 4587.782227
	Iteration 59Q: 3 clusters Score -1326064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1326063.750000 Penalty: 4587.782227
	Iteration 60F: 3 clusters Score -1326064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1326067.000000 Penalty: 4587.782227
	Iteration 61Q: 3 clusters Score -1326067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1326065.375000 Penalty: 4587.782227
	Iteration 62Q: 3 clusters Score -1326065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1326063.500000 Penalty: 4587.782227
	Iteration 63Q: 3 clusters Score -1326064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1326063.875000 Penalty: 4587.782227
	Iteration 64Q: 3 clusters Score -1326064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1326064.125000 Penalty: 4587.782227
	Iteration 65Q: 3 clusters Score -1326064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1326068.750000 Penalty: 4587.782227
	Iteration 66Q: 3 clusters Score -1326069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1326068.875000 Penalty: 4587.782227
	Iteration 67Q: 3 clusters Score -1326069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1326069.375000 Penalty: 4587.782227
	Iteration 68Q: 3 clusters Score -1326069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1326071.125000 Penalty: 4587.782227
	Iteration 69Q: 3 clusters Score -1326071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1326071.125000 Penalty: 4587.782227
	Iteration 70F: 3 clusters Score -1326071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Entering Unmasked Estep 
Score: -11625273.000000 Penalty: 2826.269043
	Iteration 0F: 2 clusters Score -1.162527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -11565928.000000 Penalty: 5652.538086
	Iteration 0F: 3 clusters Score -1.156593e+07 nChanged 41657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -11589897.000000 Penalty: 5652.538086
	Iteration 1F: 3 clusters Score -1.15899e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -11591091.000000 Penalty: 5652.538086
	Iteration 2Q: 3 clusters Score -1.159109e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -11592465.000000 Penalty: 5652.538086
	Iteration 3Q: 3 clusters Score -1.159246e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -11594867.000000 Penalty: 5652.538086
	Iteration 4F: 3 clusters Score -1.159487e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -11598743.000000 Penalty: 5652.538086
	Iteration 5F: 3 clusters Score -1.159874e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -11604659.000000 Penalty: 5652.538086
	Iteration 6F: 3 clusters Score -1.160466e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -11611874.000000 Penalty: 5652.538086
	Iteration 7F: 3 clusters Score -1.161187e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -11617940.000000 Penalty: 5652.538086
	Iteration 8F: 3 clusters Score -1.161794e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11621067.000000 Penalty: 5652.538086
	Iteration 9Q: 3 clusters Score -1.162107e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11622136.000000 Penalty: 5652.538086
	Iteration 10Q: 3 clusters Score -1.162214e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11622469.000000 Penalty: 5652.538086
	Iteration 11Q: 3 clusters Score -1.162247e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11622612.000000 Penalty: 5652.538086
	Iteration 12Q: 3 clusters Score -1.162261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11622690.000000 Penalty: 5652.538086
	Iteration 13Q: 3 clusters Score -1.162269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11622732.000000 Penalty: 5652.538086
	Iteration 14Q: 3 clusters Score -1.162273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11622750.000000 Penalty: 5652.538086
	Iteration 15Q: 3 clusters Score -1.162275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11622764.000000 Penalty: 5652.538086
	Iteration 16Q: 3 clusters Score -1.162276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11622774.000000 Penalty: 5652.538086
	Iteration 17Q: 3 clusters Score -1.162277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11622781.000000 Penalty: 5652.538086
	Iteration 18Q: 3 clusters Score -1.162278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11622791.000000 Penalty: 5652.538086
	Iteration 19Q: 3 clusters Score -1.162279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11622800.000000 Penalty: 5652.538086
	Iteration 20F: 3 clusters Score -1.16228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11622806.000000 Penalty: 5652.538086
	Iteration 21Q: 3 clusters Score -1.162281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11622801.000000 Penalty: 5652.538086
	Iteration 22Q: 3 clusters Score -1.16228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11622793.000000 Penalty: 5652.538086
	Iteration 23Q: 3 clusters Score -1.162279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11622798.000000 Penalty: 5652.538086
	Iteration 24Q: 3 clusters Score -1.16228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11622799.000000 Penalty: 5652.538086
	Iteration 25Q: 3 clusters Score -1.16228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11622799.000000 Penalty: 5652.538086
	Iteration 26F: 3 clusters Score -1.16228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Entering Unmasked Estep 
Score: -2172891.500000 Penalty: 2415.438965
	Iteration 0F: 2 clusters Score -2172892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2160730.500000 Penalty: 4830.877930
	Iteration 0F: 3 clusters Score -2160730 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2164728.500000 Penalty: 4830.877930
	Iteration 1F: 3 clusters Score -2164728 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2165162.000000 Penalty: 4830.877930
	Iteration 2F: 3 clusters Score -2165162 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2165546.500000 Penalty: 4830.877930
	Iteration 3F: 3 clusters Score -2165546 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2165919.500000 Penalty: 4830.877930
	Iteration 4Q: 3 clusters Score -2165920 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2166332.500000 Penalty: 4830.877930
	Iteration 5Q: 3 clusters Score -2166332 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2166794.500000 Penalty: 4830.877930
	Iteration 6Q: 3 clusters Score -2166794 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2167282.500000 Penalty: 4830.877930
	Iteration 7Q: 3 clusters Score -2167282 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2167779.500000 Penalty: 4830.877930
	Iteration 8Q: 3 clusters Score -2167780 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2168258.500000 Penalty: 4830.877930
	Iteration 9Q: 3 clusters Score -2168258 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2168696.250000 Penalty: 4830.877930
	Iteration 10Q: 3 clusters Score -2168696 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2169080.750000 Penalty: 4830.877930
	Iteration 11Q: 3 clusters Score -2169081 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2169377.250000 Penalty: 4830.877930
	Iteration 12Q: 3 clusters Score -2169377 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2169579.500000 Penalty: 4830.877930
	Iteration 13Q: 3 clusters Score -2169580 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2169716.000000 Penalty: 4830.877930
	Iteration 14Q: 3 clusters Score -2169716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2169811.500000 Penalty: 4830.877930
	Iteration 15Q: 3 clusters Score -2169812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2169876.000000 Penalty: 4830.877930
	Iteration 16Q: 3 clusters Score -2169876 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2169936.250000 Penalty: 4830.877930
	Iteration 17Q: 3 clusters Score -2169936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2169988.750000 Penalty: 4830.877930
	Iteration 18Q: 3 clusters Score -2169989 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2170046.500000 Penalty: 4830.877930
	Iteration 19Q: 3 clusters Score -2170046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2170085.500000 Penalty: 4830.877930
	Iteration 20F: 3 clusters Score -2170086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2170114.000000 Penalty: 4830.877930
	Iteration 21Q: 3 clusters Score -2170114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2170147.750000 Penalty: 4830.877930
	Iteration 22Q: 3 clusters Score -2170148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2170191.500000 Penalty: 4830.877930
	Iteration 23Q: 3 clusters Score -2170192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2170234.500000 Penalty: 4830.877930
	Iteration 24Q: 3 clusters Score -2170234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2170285.750000 Penalty: 4830.877930
	Iteration 25Q: 3 clusters Score -2170286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2170345.000000 Penalty: 4830.877930
	Iteration 26Q: 3 clusters Score -2170345 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2170394.500000 Penalty: 4830.877930
	Iteration 27Q: 3 clusters Score -2170394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2170447.750000 Penalty: 4830.877930
	Iteration 28Q: 3 clusters Score -2170448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2170517.000000 Penalty: 4830.877930
	Iteration 29Q: 3 clusters Score -2170517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2170591.250000 Penalty: 4830.877930
	Iteration 30Q: 3 clusters Score -2170591 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2170647.000000 Penalty: 4830.877930
	Iteration 31Q: 3 clusters Score -2170647 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2170725.250000 Penalty: 4830.877930
	Iteration 32Q: 3 clusters Score -2170725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2170791.000000 Penalty: 4830.877930
	Iteration 33Q: 3 clusters Score -2170791 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2170849.250000 Penalty: 4830.877930
	Iteration 34Q: 3 clusters Score -2170849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2170902.500000 Penalty: 4830.877930
	Iteration 35Q: 3 clusters Score -2170902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2170943.750000 Penalty: 4830.877930
	Iteration 36Q: 3 clusters Score -2170944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2170984.250000 Penalty: 4830.877930
	Iteration 37Q: 3 clusters Score -2170984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2171023.000000 Penalty: 4830.877930
	Iteration 38Q: 3 clusters Score -2171023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2171056.250000 Penalty: 4830.877930
	Iteration 39Q: 3 clusters Score -2171056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2171090.750000 Penalty: 4830.877930
	Iteration 40F: 3 clusters Score -2171091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2171128.250000 Penalty: 4830.877930
	Iteration 41Q: 3 clusters Score -2171128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2171147.500000 Penalty: 4830.877930
	Iteration 42Q: 3 clusters Score -2171148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2171159.500000 Penalty: 4830.877930
	Iteration 43Q: 3 clusters Score -2171160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2171166.500000 Penalty: 4830.877930
	Iteration 44Q: 3 clusters Score -2171166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2171179.500000 Penalty: 4830.877930
	Iteration 45Q: 3 clusters Score -2171180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2171200.000000 Penalty: 4830.877930
	Iteration 46Q: 3 clusters Score -2171200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2171212.000000 Penalty: 4830.877930
	Iteration 47Q: 3 clusters Score -2171212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2171230.000000 Penalty: 4830.877930
	Iteration 48Q: 3 clusters Score -2171230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2171237.250000 Penalty: 4830.877930
	Iteration 49Q: 3 clusters Score -2171237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2171248.250000 Penalty: 4830.877930
	Iteration 50Q: 3 clusters Score -2171248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2171258.750000 Penalty: 4830.877930
	Iteration 51Q: 3 clusters Score -2171259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2171267.250000 Penalty: 4830.877930
	Iteration 52Q: 3 clusters Score -2171267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2171281.250000 Penalty: 4830.877930
	Iteration 53Q: 3 clusters Score -2171281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2171289.500000 Penalty: 4830.877930
	Iteration 54Q: 3 clusters Score -2171290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2171302.750000 Penalty: 4830.877930
	Iteration 55Q: 3 clusters Score -2171303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2171319.500000 Penalty: 4830.877930
	Iteration 56Q: 3 clusters Score -2171320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2171329.250000 Penalty: 4830.877930
	Iteration 57Q: 3 clusters Score -2171329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2171338.250000 Penalty: 4830.877930
	Iteration 58Q: 3 clusters Score -2171338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2171345.750000 Penalty: 4830.877930
	Iteration 59Q: 3 clusters Score -2171346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2171351.750000 Penalty: 4830.877930
	Iteration 60F: 3 clusters Score -2171352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2171357.750000 Penalty: 4830.877930
	Iteration 61Q: 3 clusters Score -2171358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2171358.500000 Penalty: 4830.877930
	Iteration 62Q: 3 clusters Score -2171358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2171360.750000 Penalty: 4830.877930
	Iteration 63Q: 3 clusters Score -2171361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2171365.000000 Penalty: 4830.877930
	Iteration 64Q: 3 clusters Score -2171365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2171372.250000 Penalty: 4830.877930
	Iteration 65Q: 3 clusters Score -2171372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2171376.000000 Penalty: 4830.877930
	Iteration 66Q: 3 clusters Score -2171376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2171377.250000 Penalty: 4830.877930
	Iteration 67Q: 3 clusters Score -2171377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2171386.250000 Penalty: 4830.877930
	Iteration 68Q: 3 clusters Score -2171386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2171385.500000 Penalty: 4830.877930
	Iteration 69Q: 3 clusters Score -2171386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2171389.250000 Penalty: 4830.877930
	Iteration 70Q: 3 clusters Score -2171389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2171397.250000 Penalty: 4830.877930
	Iteration 71Q: 3 clusters Score -2171397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2171394.500000 Penalty: 4830.877930
	Iteration 72Q: 3 clusters Score -2171394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2171397.500000 Penalty: 4830.877930
	Iteration 73Q: 3 clusters Score -2171398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2171400.500000 Penalty: 4830.877930
	Iteration 74Q: 3 clusters Score -2171400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2171398.000000 Penalty: 4830.877930
	Iteration 75Q: 3 clusters Score -2171398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2171401.750000 Penalty: 4830.877930
	Iteration 76Q: 3 clusters Score -2171402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2171409.750000 Penalty: 4830.877930
	Iteration 77Q: 3 clusters Score -2171410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2171414.750000 Penalty: 4830.877930
	Iteration 78Q: 3 clusters Score -2171415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2171414.250000 Penalty: 4830.877930
	Iteration 79Q: 3 clusters Score -2171414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2171413.000000 Penalty: 4830.877930
	Iteration 80F: 3 clusters Score -2171413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2171416.500000 Penalty: 4830.877930
	Iteration 81Q: 3 clusters Score -2171416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2171421.000000 Penalty: 4830.877930
	Iteration 82Q: 3 clusters Score -2171421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2171424.500000 Penalty: 4830.877930
	Iteration 83Q: 3 clusters Score -2171424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2171430.000000 Penalty: 4830.877930
	Iteration 84Q: 3 clusters Score -2171430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2171432.250000 Penalty: 4830.877930
	Iteration 85Q: 3 clusters Score -2171432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2171435.250000 Penalty: 4830.877930
	Iteration 86Q: 3 clusters Score -2171435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2171444.750000 Penalty: 4830.877930
	Iteration 87Q: 3 clusters Score -2171445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2171448.750000 Penalty: 4830.877930
	Iteration 88Q: 3 clusters Score -2171449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2171462.750000 Penalty: 4830.877930
	Iteration 89Q: 3 clusters Score -2171463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2171480.250000 Penalty: 4830.877930
	Iteration 90Q: 3 clusters Score -2171480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2171505.250000 Penalty: 4830.877930
	Iteration 91Q: 3 clusters Score -2171505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2171524.250000 Penalty: 4830.877930
	Iteration 92Q: 3 clusters Score -2171524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2171541.750000 Penalty: 4830.877930
	Iteration 93Q: 3 clusters Score -2171542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2171584.250000 Penalty: 4830.877930
	Iteration 94Q: 3 clusters Score -2171584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2171636.750000 Penalty: 4830.877930
	Iteration 95Q: 3 clusters Score -2171637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2171715.500000 Penalty: 4830.877930
	Iteration 96Q: 3 clusters Score -2171716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2171777.250000 Penalty: 4830.877930
	Iteration 97Q: 3 clusters Score -2171777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2171828.250000 Penalty: 4830.877930
	Iteration 98Q: 3 clusters Score -2171828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2171858.750000 Penalty: 4830.877930
	Iteration 99Q: 3 clusters Score -2171859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2171869.750000 Penalty: 4830.877930
	Iteration 100F: 3 clusters Score -2171870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2171886.500000 Penalty: 4830.877930
	Iteration 101Q: 3 clusters Score -2171886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2171899.750000 Penalty: 4830.877930
	Iteration 102Q: 3 clusters Score -2171900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2171904.500000 Penalty: 4830.877930
	Iteration 103Q: 3 clusters Score -2171904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2171910.250000 Penalty: 4830.877930
	Iteration 104Q: 3 clusters Score -2171910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2171915.500000 Penalty: 4830.877930
	Iteration 105Q: 3 clusters Score -2171916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2171911.500000 Penalty: 4830.877930
	Iteration 106Q: 3 clusters Score -2171912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2171911.250000 Penalty: 4830.877930
	Iteration 107Q: 3 clusters Score -2171911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2171916.750000 Penalty: 4830.877930
	Iteration 108Q: 3 clusters Score -2171917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2171915.000000 Penalty: 4830.877930
	Iteration 109Q: 3 clusters Score -2171915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2171917.250000 Penalty: 4830.877930
	Iteration 110Q: 3 clusters Score -2171917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2171919.000000 Penalty: 4830.877930
	Iteration 111Q: 3 clusters Score -2171919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2171916.750000 Penalty: 4830.877930
	Iteration 112Q: 3 clusters Score -2171917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2171919.000000 Penalty: 4830.877930
	Iteration 113Q: 3 clusters Score -2171919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2171924.250000 Penalty: 4830.877930
	Iteration 114Q: 3 clusters Score -2171924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2171923.750000 Penalty: 4830.877930
	Iteration 115Q: 3 clusters Score -2171924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2171924.750000 Penalty: 4830.877930
	Iteration 116Q: 3 clusters Score -2171925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2171924.750000 Penalty: 4830.877930
	Iteration 117F: 3 clusters Score -2171925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Entering Unmasked Estep 
Score: -5363056.500000 Penalty: 2640.767090
	Iteration 0F: 2 clusters Score -5363056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5334650.500000 Penalty: 5281.534180
	Iteration 0F: 3 clusters Score -5334650 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -5345050.000000 Penalty: 5281.534180
	Iteration 1F: 3 clusters Score -5345050 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5345513.000000 Penalty: 5281.534180
	Iteration 2Q: 3 clusters Score -5345513 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5345911.500000 Penalty: 5281.534180
	Iteration 3Q: 3 clusters Score -5345912 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5346317.500000 Penalty: 5281.534180
	Iteration 4Q: 3 clusters Score -5346318 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5346772.000000 Penalty: 5281.534180
	Iteration 5Q: 3 clusters Score -5346772 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5347324.500000 Penalty: 5281.534180
	Iteration 6Q: 3 clusters Score -5347324 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5348065.000000 Penalty: 5281.534180
	Iteration 7Q: 3 clusters Score -5348065 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -5349013.500000 Penalty: 5281.534180
	Iteration 8Q: 3 clusters Score -5349014 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5350271.000000 Penalty: 5281.534180
	Iteration 9Q: 3 clusters Score -5350271 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -5351785.000000 Penalty: 5281.534180
	Iteration 10F: 3 clusters Score -5351785 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5353407.000000 Penalty: 5281.534180
	Iteration 11F: 3 clusters Score -5353407 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5355223.000000 Penalty: 5281.534180
	Iteration 12F: 3 clusters Score -5355223 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5356939.500000 Penalty: 5281.534180
	Iteration 13F: 3 clusters Score -5356940 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5358332.000000 Penalty: 5281.534180
	Iteration 14Q: 3 clusters Score -5358332 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5359255.500000 Penalty: 5281.534180
	Iteration 15Q: 3 clusters Score -5359256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5359840.500000 Penalty: 5281.534180
	Iteration 16Q: 3 clusters Score -5359840 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5360238.000000 Penalty: 5281.534180
	Iteration 17Q: 3 clusters Score -5360238 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5360457.500000 Penalty: 5281.534180
	Iteration 18Q: 3 clusters Score -5360458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5360563.000000 Penalty: 5281.534180
	Iteration 19Q: 3 clusters Score -5360563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5360621.000000 Penalty: 5281.534180
	Iteration 20F: 3 clusters Score -5360621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5360655.500000 Penalty: 5281.534180
	Iteration 21Q: 3 clusters Score -5360656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5360690.000000 Penalty: 5281.534180
	Iteration 22Q: 3 clusters Score -5360690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5360721.000000 Penalty: 5281.534180
	Iteration 23Q: 3 clusters Score -5360721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5360741.500000 Penalty: 5281.534180
	Iteration 24Q: 3 clusters Score -5360742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5360772.000000 Penalty: 5281.534180
	Iteration 25Q: 3 clusters Score -5360772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5360787.000000 Penalty: 5281.534180
	Iteration 26Q: 3 clusters Score -5360787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5360799.500000 Penalty: 5281.534180
	Iteration 27Q: 3 clusters Score -5360800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5360801.500000 Penalty: 5281.534180
	Iteration 28Q: 3 clusters Score -5360802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5360803.500000 Penalty: 5281.534180
	Iteration 29Q: 3 clusters Score -5360804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5360815.000000 Penalty: 5281.534180
	Iteration 30Q: 3 clusters Score -5360815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5360811.000000 Penalty: 5281.534180
	Iteration 31Q: 3 clusters Score -5360811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5360814.500000 Penalty: 5281.534180
	Iteration 32Q: 3 clusters Score -5360814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5360812.500000 Penalty: 5281.534180
	Iteration 33Q: 3 clusters Score -5360812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5360818.000000 Penalty: 5281.534180
	Iteration 34Q: 3 clusters Score -5360818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5360815.500000 Penalty: 5281.534180
	Iteration 35Q: 3 clusters Score -5360816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5360813.500000 Penalty: 5281.534180
	Iteration 36Q: 3 clusters Score -5360814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5360813.500000 Penalty: 5281.534180
	Iteration 37F: 3 clusters Score -5360814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Entering Unmasked Estep 
Score: -1125737.250000 Penalty: 2266.805908
	Iteration 0F: 2 clusters Score -1125737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1118421.000000 Penalty: 4533.611816
	Iteration 0F: 3 clusters Score -1118421 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1120645.750000 Penalty: 4533.611816
	Iteration 1F: 3 clusters Score -1120646 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1121474.375000 Penalty: 4533.611816
	Iteration 2F: 3 clusters Score -1121474 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1122408.250000 Penalty: 4533.611816
	Iteration 3F: 3 clusters Score -1122408 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1123101.750000 Penalty: 4533.611816
	Iteration 4F: 3 clusters Score -1123102 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1123595.625000 Penalty: 4533.611816
	Iteration 5F: 3 clusters Score -1123596 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1123963.125000 Penalty: 4533.611816
	Iteration 6Q: 3 clusters Score -1123963 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1124283.000000 Penalty: 4533.611816
	Iteration 7Q: 3 clusters Score -1124283 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1124555.250000 Penalty: 4533.611816
	Iteration 8Q: 3 clusters Score -1124555 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1124931.875000 Penalty: 4533.611816
	Iteration 9Q: 3 clusters Score -1124932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1125594.375000 Penalty: 4533.611816
	Iteration 10Q: 3 clusters Score -1125594 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1126592.000000 Penalty: 4533.611816
	Iteration 11Q: 3 clusters Score -1126592 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1127231.250000 Penalty: 4533.611816
	Iteration 12Q: 3 clusters Score -1127231 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1127619.750000 Penalty: 4533.611816
	Iteration 13Q: 3 clusters Score -1127620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1127917.000000 Penalty: 4533.611816
	Iteration 14Q: 3 clusters Score -1127917 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1128190.125000 Penalty: 4533.611816
	Iteration 15Q: 3 clusters Score -1128190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1128517.125000 Penalty: 4533.611816
	Iteration 16Q: 3 clusters Score -1128517 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1129009.125000 Penalty: 4533.611816
	Iteration 17Q: 3 clusters Score -1129009 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1129507.375000 Penalty: 4533.611816
	Iteration 18Q: 3 clusters Score -1129507 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1129827.500000 Penalty: 4533.611816
	Iteration 19Q: 3 clusters Score -1129828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1130030.750000 Penalty: 4533.611816
	Iteration 20F: 3 clusters Score -1130031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1130158.125000 Penalty: 4533.611816
	Iteration 21Q: 3 clusters Score -1130158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1130211.375000 Penalty: 4533.611816
	Iteration 22Q: 3 clusters Score -1130211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1130239.750000 Penalty: 4533.611816
	Iteration 23Q: 3 clusters Score -1130240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1130250.875000 Penalty: 4533.611816
	Iteration 24Q: 3 clusters Score -1130251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1130254.875000 Penalty: 4533.611816
	Iteration 25Q: 3 clusters Score -1130255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1130254.125000 Penalty: 4533.611816
	Iteration 26Q: 3 clusters Score -1130254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1130255.750000 Penalty: 4533.611816
	Iteration 27Q: 3 clusters Score -1130256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1130259.125000 Penalty: 4533.611816
	Iteration 28Q: 3 clusters Score -1130259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1130261.000000 Penalty: 4533.611816
	Iteration 29Q: 3 clusters Score -1130261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1130259.625000 Penalty: 4533.611816
	Iteration 30Q: 3 clusters Score -1130260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1130259.625000 Penalty: 4533.611816
	Iteration 31F: 3 clusters Score -1130260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 41841 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 27763 members 
Mstep: Class 6 contains 25840 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 41901 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 317961 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 57932 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 88987 members 
Mstep: Class 23 contains 16978 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 14186 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 10852 members 
Mstep: Class 31 contains 5070 members 
Mstep: Class 32 contains 4589 members 
Entering Unmasked Estep 
Score: -104934976.000000 Penalty: 108252.726562
Splitting cluster 25 changes total score from -104931784.000000 to -104934976.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 201 members 
Entering Unmasked Estep 
Score: -42170.140625 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42170.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42472.425781 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42472.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42682.230469 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42682.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42816.820312 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -42816.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42856.699219 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -42856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42872.937500 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -42872.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42872.937500 Penalty: 3012.230225
	Iteration 6F: 3 clusters Score -42872.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -103848.148438 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103848.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102116.421875 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -102116.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102749.234375 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -102749.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103164.085938 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -103164.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103436.898438 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -103436.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103610.164062 Penalty: 3388.648926
	Iteration 4F: 3 clusters Score -103610.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103778.515625 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -103778.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103903.539062 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -103903.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104027.875000 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -104027.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104229.773438 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -104229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104282.218750 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -104282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104308.242188 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -104308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104310.203125 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -104310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104310.203125 Penalty: 3388.648926
	Iteration 12F: 3 clusters Score -104310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 41841 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 27763 members 
Mstep: Class 6 contains 25840 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 41901 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 317961 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 57932 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 88987 members 
Mstep: Class 23 contains 16978 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 14186 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 10852 members 
Mstep: Class 31 contains 5070 members 
Mstep: Class 32 contains 4589 members 
Mstep: Class 33 contains 320 members 
Entering Unmasked Estep 
Score: -104933792.000000 Penalty: 111635.625000
Splitting cluster 27 changes total score from -104931784.000000 to -104933792.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (14186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Entering Unmasked Estep 
Score: -1761797.375000 Penalty: 2370.882812
	Iteration 0F: 2 clusters Score -1761797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1751442.125000 Penalty: 4741.765625
	Iteration 0F: 3 clusters Score -1751442 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1754795.000000 Penalty: 4741.765625
	Iteration 1F: 3 clusters Score -1754795 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1755291.250000 Penalty: 4741.765625
	Iteration 2F: 3 clusters Score -1755291 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1755757.375000 Penalty: 4741.765625
	Iteration 3F: 3 clusters Score -1755757 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1756162.875000 Penalty: 4741.765625
	Iteration 4F: 3 clusters Score -1756163 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1756525.375000 Penalty: 4741.765625
	Iteration 5F: 3 clusters Score -1756525 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1756847.000000 Penalty: 4741.765625
	Iteration 6Q: 3 clusters Score -1756847 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1757162.750000 Penalty: 4741.765625
	Iteration 7Q: 3 clusters Score -1757163 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1757450.125000 Penalty: 4741.765625
	Iteration 8Q: 3 clusters Score -1757450 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1757685.375000 Penalty: 4741.765625
	Iteration 9Q: 3 clusters Score -1757685 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1758168 nChanged 284
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Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1758370 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1758541 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8226 members 
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Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1758804 nChanged 204
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1758872 nChanged 218
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1759011 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1759063 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1759112 nChanged 164
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Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1759160 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1759191 nChanged 124
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Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1759225 nChanged 101
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1759253 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1759281 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1759311 nChanged 120
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Mstep: Class 1 contains 3533 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1759345 nChanged 118
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Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1759378 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10892 members 
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	Iteration 34Q: 3 clusters Score -1759420 nChanged 141
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Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11031 members 
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	Iteration 35Q: 3 clusters Score -1759458 nChanged 124
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Mstep: Class 1 contains 3033 members 
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	Iteration 36Q: 3 clusters Score -1759493 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1759531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1759565 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1759603 nChanged 104
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Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1759632 nChanged 90
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1759664 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
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	Iteration 42Q: 3 clusters Score -1759690 nChanged 98
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Mstep: Class 1 contains 2336 members 
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	Iteration 43Q: 3 clusters Score -1759724 nChanged 102
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11948 members 
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	Iteration 44Q: 3 clusters Score -1759766 nChanged 93
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12037 members 
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	Iteration 45Q: 3 clusters Score -1759789 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1759819 nChanged 64
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1759838 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1759856 nChanged 59
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Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1759869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1759886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1759896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1759913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1759932 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1759955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1759967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12636 members 
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	Iteration 56Q: 3 clusters Score -1759976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1759989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1760002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1760014 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1760023.125000 Penalty: 4741.765625
	Iteration 60F: 3 clusters Score -1760023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1760034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1760039.625000 Penalty: 4741.765625
	Iteration 62Q: 3 clusters Score -1760040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1760040 nChanged 15
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Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1760044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1760047 nChanged 22
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1760057 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1760064 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1760069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1760079 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1760087 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1760096.750000 Penalty: 4741.765625
	Iteration 71Q: 3 clusters Score -1760097 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1760106.375000 Penalty: 4741.765625
	Iteration 72Q: 3 clusters Score -1760106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1760109.750000 Penalty: 4741.765625
	Iteration 73Q: 3 clusters Score -1760110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1760113.000000 Penalty: 4741.765625
	Iteration 74Q: 3 clusters Score -1760113 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1760125.875000 Penalty: 4741.765625
	Iteration 75Q: 3 clusters Score -1760126 nChanged 10
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Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1760129.125000 Penalty: 4741.765625
	Iteration 76Q: 3 clusters Score -1760129 nChanged 9
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1760129 nChanged 8
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1760134.125000 Penalty: 4741.765625
	Iteration 78Q: 3 clusters Score -1760134 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1760133.375000 Penalty: 4741.765625
	Iteration 79Q: 3 clusters Score -1760133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1760134.750000 Penalty: 4741.765625
	Iteration 80F: 3 clusters Score -1760135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1760133.125000 Penalty: 4741.765625
	Iteration 81Q: 3 clusters Score -1760133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1760137.875000 Penalty: 4741.765625
	Iteration 82Q: 3 clusters Score -1760138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1760138.625000 Penalty: 4741.765625
	Iteration 83Q: 3 clusters Score -1760139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1760137.625000 Penalty: 4741.765625
	Iteration 84Q: 3 clusters Score -1760138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1760137.875000 Penalty: 4741.765625
	Iteration 85Q: 3 clusters Score -1760138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1760138.875000 Penalty: 4741.765625
	Iteration 86Q: 3 clusters Score -1760139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1760140.125000 Penalty: 4741.765625
	Iteration 87Q: 3 clusters Score -1760140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1760140.875000 Penalty: 4741.765625
	Iteration 88Q: 3 clusters Score -1760141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1760145.250000 Penalty: 4741.765625
	Iteration 89Q: 3 clusters Score -1760145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1760145.625000 Penalty: 4741.765625
	Iteration 90Q: 3 clusters Score -1760146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1760150.625000 Penalty: 4741.765625
	Iteration 91Q: 3 clusters Score -1760151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1760150.375000 Penalty: 4741.765625
	Iteration 92Q: 3 clusters Score -1760150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1760156.375000 Penalty: 4741.765625
	Iteration 93Q: 3 clusters Score -1760156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1760160.375000 Penalty: 4741.765625
	Iteration 94Q: 3 clusters Score -1760160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1760165.000000 Penalty: 4741.765625
	Iteration 95Q: 3 clusters Score -1760165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1760168.750000 Penalty: 4741.765625
	Iteration 96Q: 3 clusters Score -1760169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1760172.875000 Penalty: 4741.765625
	Iteration 97Q: 3 clusters Score -1760173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1760176.125000 Penalty: 4741.765625
	Iteration 98Q: 3 clusters Score -1760176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1760179.375000 Penalty: 4741.765625
	Iteration 99Q: 3 clusters Score -1760179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1760177.625000 Penalty: 4741.765625
	Iteration 100F: 3 clusters Score -1760178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1760181.250000 Penalty: 4741.765625
	Iteration 101Q: 3 clusters Score -1760181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1760181.250000 Penalty: 4741.765625
	Iteration 102F: 3 clusters Score -1760181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Entering Unmasked Estep 
Score: -1071319.375000 Penalty: 2281.320801
	Iteration 0F: 2 clusters Score -1071319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1063772.875000 Penalty: 4562.641602
	Iteration 0F: 3 clusters Score -1063773 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1066386.750000 Penalty: 4562.641602
	Iteration 1F: 3 clusters Score -1066387 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1067344.750000 Penalty: 4562.641602
	Iteration 2F: 3 clusters Score -1067345 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1068502.500000 Penalty: 4562.641602
	Iteration 3F: 3 clusters Score -1068502 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1069461.625000 Penalty: 4562.641602
	Iteration 4F: 3 clusters Score -1069462 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1069994.125000 Penalty: 4562.641602
	Iteration 5F: 3 clusters Score -1069994 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1070287.500000 Penalty: 4562.641602
	Iteration 6F: 3 clusters Score -1070288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1070421.625000 Penalty: 4562.641602
	Iteration 7Q: 3 clusters Score -1070422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1070493.125000 Penalty: 4562.641602
	Iteration 8Q: 3 clusters Score -1070493 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1070540.875000 Penalty: 4562.641602
	Iteration 9Q: 3 clusters Score -1070541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1070574.875000 Penalty: 4562.641602
	Iteration 10Q: 3 clusters Score -1070575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1070599.875000 Penalty: 4562.641602
	Iteration 11Q: 3 clusters Score -1070600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1070628.500000 Penalty: 4562.641602
	Iteration 12Q: 3 clusters Score -1070628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1070649.375000 Penalty: 4562.641602
	Iteration 13Q: 3 clusters Score -1070649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1070664.500000 Penalty: 4562.641602
	Iteration 14Q: 3 clusters Score -1070664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1070679.500000 Penalty: 4562.641602
	Iteration 15Q: 3 clusters Score -1070680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1070693.500000 Penalty: 4562.641602
	Iteration 16Q: 3 clusters Score -1070694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1070704.750000 Penalty: 4562.641602
	Iteration 17Q: 3 clusters Score -1070705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1070709.625000 Penalty: 4562.641602
	Iteration 18Q: 3 clusters Score -1070710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1070722.625000 Penalty: 4562.641602
	Iteration 19Q: 3 clusters Score -1070723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1070725.750000 Penalty: 4562.641602
	Iteration 20F: 3 clusters Score -1070726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1070731.750000 Penalty: 4562.641602
	Iteration 21Q: 3 clusters Score -1070732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1070742.750000 Penalty: 4562.641602
	Iteration 22Q: 3 clusters Score -1070743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1070748.500000 Penalty: 4562.641602
	Iteration 23Q: 3 clusters Score -1070748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1070754.000000 Penalty: 4562.641602
	Iteration 24Q: 3 clusters Score -1070754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1070761.375000 Penalty: 4562.641602
	Iteration 25Q: 3 clusters Score -1070761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1070771.750000 Penalty: 4562.641602
	Iteration 26Q: 3 clusters Score -1070772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1070779.625000 Penalty: 4562.641602
	Iteration 27Q: 3 clusters Score -1070780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1070782.625000 Penalty: 4562.641602
	Iteration 28Q: 3 clusters Score -1070783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1070786.500000 Penalty: 4562.641602
	Iteration 29Q: 3 clusters Score -1070786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1070785.125000 Penalty: 4562.641602
	Iteration 30Q: 3 clusters Score -1070785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1070787.500000 Penalty: 4562.641602
	Iteration 31Q: 3 clusters Score -1070788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1070791.125000 Penalty: 4562.641602
	Iteration 32Q: 3 clusters Score -1070791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1070792.875000 Penalty: 4562.641602
	Iteration 33Q: 3 clusters Score -1070793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1070794.750000 Penalty: 4562.641602
	Iteration 34Q: 3 clusters Score -1070795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1070798.250000 Penalty: 4562.641602
	Iteration 35Q: 3 clusters Score -1070798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1070797.625000 Penalty: 4562.641602
	Iteration 36Q: 3 clusters Score -1070798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1070804.500000 Penalty: 4562.641602
	Iteration 37Q: 3 clusters Score -1070804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1070809.875000 Penalty: 4562.641602
	Iteration 38Q: 3 clusters Score -1070810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1070810.625000 Penalty: 4562.641602
	Iteration 39Q: 3 clusters Score -1070811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1070813.625000 Penalty: 4562.641602
	Iteration 40F: 3 clusters Score -1070814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1070815.000000 Penalty: 4562.641602
	Iteration 41Q: 3 clusters Score -1070815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1070816.250000 Penalty: 4562.641602
	Iteration 42Q: 3 clusters Score -1070816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1070819.250000 Penalty: 4562.641602
	Iteration 43Q: 3 clusters Score -1070819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1070820.125000 Penalty: 4562.641602
	Iteration 44Q: 3 clusters Score -1070820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1070822.375000 Penalty: 4562.641602
	Iteration 45Q: 3 clusters Score -1070822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1070821.125000 Penalty: 4562.641602
	Iteration 46Q: 3 clusters Score -1070821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1070822.875000 Penalty: 4562.641602
	Iteration 47Q: 3 clusters Score -1070823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1070824.125000 Penalty: 4562.641602
	Iteration 48Q: 3 clusters Score -1070824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1070826.625000 Penalty: 4562.641602
	Iteration 49Q: 3 clusters Score -1070827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1070825.250000 Penalty: 4562.641602
	Iteration 50Q: 3 clusters Score -1070825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1070827.000000 Penalty: 4562.641602
	Iteration 51Q: 3 clusters Score -1070827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1070830.875000 Penalty: 4562.641602
	Iteration 52Q: 3 clusters Score -1070831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1070833.125000 Penalty: 4562.641602
	Iteration 53Q: 3 clusters Score -1070833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1070831.875000 Penalty: 4562.641602
	Iteration 54Q: 3 clusters Score -1070832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1070830.750000 Penalty: 4562.641602
	Iteration 55Q: 3 clusters Score -1070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1070831.125000 Penalty: 4562.641602
	Iteration 56Q: 3 clusters Score -1070831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1070831.625000 Penalty: 4562.641602
	Iteration 57Q: 3 clusters Score -1070832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1070831.125000 Penalty: 4562.641602
	Iteration 58Q: 3 clusters Score -1070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1070832.625000 Penalty: 4562.641602
	Iteration 59Q: 3 clusters Score -1070833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1070831.375000 Penalty: 4562.641602
	Iteration 60F: 3 clusters Score -1070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1070831.250000 Penalty: 4562.641602
	Iteration 61Q: 3 clusters Score -1070831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1070831.875000 Penalty: 4562.641602
	Iteration 62Q: 3 clusters Score -1070832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1070830.250000 Penalty: 4562.641602
	Iteration 63Q: 3 clusters Score -1070830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1070835.625000 Penalty: 4562.641602
	Iteration 64Q: 3 clusters Score -1070836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1070840.500000 Penalty: 4562.641602
	Iteration 65Q: 3 clusters Score -1070840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1070838.500000 Penalty: 4562.641602
	Iteration 66Q: 3 clusters Score -1070838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1070840.750000 Penalty: 4562.641602
	Iteration 67Q: 3 clusters Score -1070841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1070841.375000 Penalty: 4562.641602
	Iteration 68Q: 3 clusters Score -1070841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1070841.875000 Penalty: 4562.641602
	Iteration 69Q: 3 clusters Score -1070842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1070841.750000 Penalty: 4562.641602
	Iteration 70Q: 3 clusters Score -1070842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1070843.750000 Penalty: 4562.641602
	Iteration 71Q: 3 clusters Score -1070844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1070842.500000 Penalty: 4562.641602
	Iteration 72Q: 3 clusters Score -1070842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1070845.125000 Penalty: 4562.641602
	Iteration 73Q: 3 clusters Score -1070845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1070844.375000 Penalty: 4562.641602
	Iteration 74Q: 3 clusters Score -1070844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1070850.000000 Penalty: 4562.641602
	Iteration 75Q: 3 clusters Score -1070850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1070849.500000 Penalty: 4562.641602
	Iteration 76Q: 3 clusters Score -1070850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1070848.750000 Penalty: 4562.641602
	Iteration 77Q: 3 clusters Score -1070849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1070851.000000 Penalty: 4562.641602
	Iteration 78Q: 3 clusters Score -1070851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1070849.625000 Penalty: 4562.641602
	Iteration 79Q: 3 clusters Score -1070850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1070851.500000 Penalty: 4562.641602
	Iteration 80F: 3 clusters Score -1070852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1070854.875000 Penalty: 4562.641602
	Iteration 81Q: 3 clusters Score -1070855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1070855.000000 Penalty: 4562.641602
	Iteration 82Q: 3 clusters Score -1070855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1070853.000000 Penalty: 4562.641602
	Iteration 83Q: 3 clusters Score -1070853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1070855.500000 Penalty: 4562.641602
	Iteration 84Q: 3 clusters Score -1070856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1070860.500000 Penalty: 4562.641602
	Iteration 85Q: 3 clusters Score -1070860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1070860.875000 Penalty: 4562.641602
	Iteration 86Q: 3 clusters Score -1070861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1070863.625000 Penalty: 4562.641602
	Iteration 87Q: 3 clusters Score -1070864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1070866.750000 Penalty: 4562.641602
	Iteration 88Q: 3 clusters Score -1070867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1070864.750000 Penalty: 4562.641602
	Iteration 89Q: 3 clusters Score -1070865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1070870.625000 Penalty: 4562.641602
	Iteration 90Q: 3 clusters Score -1070871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1070873.750000 Penalty: 4562.641602
	Iteration 91Q: 3 clusters Score -1070874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1070875.250000 Penalty: 4562.641602
	Iteration 92Q: 3 clusters Score -1070875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1070878.625000 Penalty: 4562.641602
	Iteration 93Q: 3 clusters Score -1070879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1070881.750000 Penalty: 4562.641602
	Iteration 94Q: 3 clusters Score -1070882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1070883.750000 Penalty: 4562.641602
	Iteration 95Q: 3 clusters Score -1070884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1070886.500000 Penalty: 4562.641602
	Iteration 96Q: 3 clusters Score -1070886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1070891.625000 Penalty: 4562.641602
	Iteration 97Q: 3 clusters Score -1070892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1070894.125000 Penalty: 4562.641602
	Iteration 98Q: 3 clusters Score -1070894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1070892.125000 Penalty: 4562.641602
	Iteration 99Q: 3 clusters Score -1070892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1070895.125000 Penalty: 4562.641602
	Iteration 100F: 3 clusters Score -1070895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1070899.875000 Penalty: 4562.641602
	Iteration 101Q: 3 clusters Score -1070900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1070900.000000 Penalty: 4562.641602
	Iteration 102Q: 3 clusters Score -1070900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1070903.750000 Penalty: 4562.641602
	Iteration 103Q: 3 clusters Score -1070904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1070904.625000 Penalty: 4562.641602
	Iteration 104Q: 3 clusters Score -1070905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1070905.125000 Penalty: 4562.641602
	Iteration 105Q: 3 clusters Score -1070905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1070903.750000 Penalty: 4562.641602
	Iteration 106Q: 3 clusters Score -1070904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1070908.375000 Penalty: 4562.641602
	Iteration 107Q: 3 clusters Score -1070908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1070910.125000 Penalty: 4562.641602
	Iteration 108Q: 3 clusters Score -1070910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1070910.625000 Penalty: 4562.641602
	Iteration 109Q: 3 clusters Score -1070911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1070909.875000 Penalty: 4562.641602
	Iteration 110Q: 3 clusters Score -1070910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1070913.625000 Penalty: 4562.641602
	Iteration 111Q: 3 clusters Score -1070914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1070917.625000 Penalty: 4562.641602
	Iteration 112Q: 3 clusters Score -1070918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1070921.000000 Penalty: 4562.641602
	Iteration 113Q: 3 clusters Score -1070921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1070923.250000 Penalty: 4562.641602
	Iteration 114Q: 3 clusters Score -1070923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1070922.625000 Penalty: 4562.641602
	Iteration 115Q: 3 clusters Score -1070923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1070923.750000 Penalty: 4562.641602
	Iteration 116Q: 3 clusters Score -1070924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1070924.000000 Penalty: 4562.641602
	Iteration 117Q: 3 clusters Score -1070924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1070926.250000 Penalty: 4562.641602
	Iteration 118Q: 3 clusters Score -1070926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1070927.375000 Penalty: 4562.641602
	Iteration 119Q: 3 clusters Score -1070927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1070927.375000 Penalty: 4562.641602
	Iteration 120F: 3 clusters Score -1070927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1214136.500000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1214136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1206000.000000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1206000 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1208659.125000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1208659 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1209144.375000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1209144 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1209608.375000 Penalty: 4608.883789
	Iteration 3F: 3 clusters Score -1209608 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1210053.500000 Penalty: 4608.883789
	Iteration 4F: 3 clusters Score -1210054 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1210445.625000 Penalty: 4608.883789
	Iteration 5F: 3 clusters Score -1210446 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1210731.875000 Penalty: 4608.883789
	Iteration 6Q: 3 clusters Score -1210732 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1210967.750000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1210968 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1211157.125000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1211157 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1211282.625000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1211283 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1211391.125000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1211391 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1211471.750000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1211472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1211523.000000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1211523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1211561.000000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1211561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1211580.000000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1211580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1211597.500000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1211598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1211617.625000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1211618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1211635.625000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1211636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1211656.625000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1211657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1211670.250000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1211670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1211684.375000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1211684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1211696.250000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1211696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1211706.125000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1211706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1211719.625000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1211720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1211732.750000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1211733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1211750.375000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1211750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1211759.125000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1211759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1211773.125000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1211773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1211785.750000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1211786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1211795.625000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1211796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1211805.875000 Penalty: 4608.883789
	Iteration 30Q: 3 clusters Score -1211806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1211815.500000 Penalty: 4608.883789
	Iteration 31Q: 3 clusters Score -1211816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1211817.375000 Penalty: 4608.883789
	Iteration 32Q: 3 clusters Score -1211817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1211823.625000 Penalty: 4608.883789
	Iteration 33Q: 3 clusters Score -1211824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1211833.375000 Penalty: 4608.883789
	Iteration 34Q: 3 clusters Score -1211833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1211838.250000 Penalty: 4608.883789
	Iteration 35Q: 3 clusters Score -1211838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1211841.750000 Penalty: 4608.883789
	Iteration 36Q: 3 clusters Score -1211842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1211848.875000 Penalty: 4608.883789
	Iteration 37Q: 3 clusters Score -1211849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1211856.500000 Penalty: 4608.883789
	Iteration 38Q: 3 clusters Score -1211856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1211863.125000 Penalty: 4608.883789
	Iteration 39Q: 3 clusters Score -1211863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1211873.375000 Penalty: 4608.883789
	Iteration 40F: 3 clusters Score -1211873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1211875.625000 Penalty: 4608.883789
	Iteration 41Q: 3 clusters Score -1211876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1211883.250000 Penalty: 4608.883789
	Iteration 42Q: 3 clusters Score -1211883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1211887.125000 Penalty: 4608.883789
	Iteration 43Q: 3 clusters Score -1211887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1211895.875000 Penalty: 4608.883789
	Iteration 44Q: 3 clusters Score -1211896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1211895.500000 Penalty: 4608.883789
	Iteration 45Q: 3 clusters Score -1211896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1211899.625000 Penalty: 4608.883789
	Iteration 46Q: 3 clusters Score -1211900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1211901.250000 Penalty: 4608.883789
	Iteration 47Q: 3 clusters Score -1211901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1211903.500000 Penalty: 4608.883789
	Iteration 48Q: 3 clusters Score -1211904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1211909.125000 Penalty: 4608.883789
	Iteration 49Q: 3 clusters Score -1211909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1211914.750000 Penalty: 4608.883789
	Iteration 50Q: 3 clusters Score -1211915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1211919.750000 Penalty: 4608.883789
	Iteration 51Q: 3 clusters Score -1211920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1211925.625000 Penalty: 4608.883789
	Iteration 52Q: 3 clusters Score -1211926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1211931.750000 Penalty: 4608.883789
	Iteration 53Q: 3 clusters Score -1211932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1211944.375000 Penalty: 4608.883789
	Iteration 54Q: 3 clusters Score -1211944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1211954.375000 Penalty: 4608.883789
	Iteration 55Q: 3 clusters Score -1211954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1211965.750000 Penalty: 4608.883789
	Iteration 56Q: 3 clusters Score -1211966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1211969.500000 Penalty: 4608.883789
	Iteration 57Q: 3 clusters Score -1211970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1211983.125000 Penalty: 4608.883789
	Iteration 58Q: 3 clusters Score -1211983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1211998.125000 Penalty: 4608.883789
	Iteration 59Q: 3 clusters Score -1211998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1212012.250000 Penalty: 4608.883789
	Iteration 60F: 3 clusters Score -1212012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1212023.125000 Penalty: 4608.883789
	Iteration 61Q: 3 clusters Score -1212023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1212037.750000 Penalty: 4608.883789
	Iteration 62Q: 3 clusters Score -1212038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1212057.375000 Penalty: 4608.883789
	Iteration 63Q: 3 clusters Score -1212057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1212077.250000 Penalty: 4608.883789
	Iteration 64Q: 3 clusters Score -1212077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1212101.875000 Penalty: 4608.883789
	Iteration 65Q: 3 clusters Score -1212102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1212120.500000 Penalty: 4608.883789
	Iteration 66Q: 3 clusters Score -1212120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1212138.375000 Penalty: 4608.883789
	Iteration 67Q: 3 clusters Score -1212138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1212152.625000 Penalty: 4608.883789
	Iteration 68Q: 3 clusters Score -1212153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1212167.000000 Penalty: 4608.883789
	Iteration 69Q: 3 clusters Score -1212167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1212185.375000 Penalty: 4608.883789
	Iteration 70Q: 3 clusters Score -1212185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1212205.875000 Penalty: 4608.883789
	Iteration 71Q: 3 clusters Score -1212206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1212229.625000 Penalty: 4608.883789
	Iteration 72Q: 3 clusters Score -1212230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1212243.000000 Penalty: 4608.883789
	Iteration 73Q: 3 clusters Score -1212243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1212261.625000 Penalty: 4608.883789
	Iteration 74Q: 3 clusters Score -1212262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1212284.750000 Penalty: 4608.883789
	Iteration 75Q: 3 clusters Score -1212285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1212302.625000 Penalty: 4608.883789
	Iteration 76Q: 3 clusters Score -1212303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1212325.000000 Penalty: 4608.883789
	Iteration 77Q: 3 clusters Score -1212325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1212356.250000 Penalty: 4608.883789
	Iteration 78Q: 3 clusters Score -1212356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1212383.500000 Penalty: 4608.883789
	Iteration 79Q: 3 clusters Score -1212384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1212409.000000 Penalty: 4608.883789
	Iteration 80F: 3 clusters Score -1212409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1212440.500000 Penalty: 4608.883789
	Iteration 81Q: 3 clusters Score -1212440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1212462.875000 Penalty: 4608.883789
	Iteration 82Q: 3 clusters Score -1212463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1212494.250000 Penalty: 4608.883789
	Iteration 83Q: 3 clusters Score -1212494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1212517.875000 Penalty: 4608.883789
	Iteration 84Q: 3 clusters Score -1212518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1212540.250000 Penalty: 4608.883789
	Iteration 85Q: 3 clusters Score -1212540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1212555.250000 Penalty: 4608.883789
	Iteration 86Q: 3 clusters Score -1212555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1212568.875000 Penalty: 4608.883789
	Iteration 87Q: 3 clusters Score -1212569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1212580.125000 Penalty: 4608.883789
	Iteration 88Q: 3 clusters Score -1212580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1212597.250000 Penalty: 4608.883789
	Iteration 89Q: 3 clusters Score -1212597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1212614.375000 Penalty: 4608.883789
	Iteration 90Q: 3 clusters Score -1212614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1212632.250000 Penalty: 4608.883789
	Iteration 91Q: 3 clusters Score -1212632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1212648.875000 Penalty: 4608.883789
	Iteration 92Q: 3 clusters Score -1212649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1212664.250000 Penalty: 4608.883789
	Iteration 93Q: 3 clusters Score -1212664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1212680.875000 Penalty: 4608.883789
	Iteration 94Q: 3 clusters Score -1212681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1212693.875000 Penalty: 4608.883789
	Iteration 95Q: 3 clusters Score -1212694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1212695.125000 Penalty: 4608.883789
	Iteration 96Q: 3 clusters Score -1212695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1212695.250000 Penalty: 4608.883789
	Iteration 97Q: 3 clusters Score -1212695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1212706.000000 Penalty: 4608.883789
	Iteration 98Q: 3 clusters Score -1212706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1212710.250000 Penalty: 4608.883789
	Iteration 99Q: 3 clusters Score -1212710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1212719.500000 Penalty: 4608.883789
	Iteration 100F: 3 clusters Score -1212720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1212725.625000 Penalty: 4608.883789
	Iteration 101Q: 3 clusters Score -1212726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1212732.500000 Penalty: 4608.883789
	Iteration 102Q: 3 clusters Score -1212732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1212734.625000 Penalty: 4608.883789
	Iteration 103Q: 3 clusters Score -1212735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1212733.375000 Penalty: 4608.883789
	Iteration 104Q: 3 clusters Score -1212733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1212737.375000 Penalty: 4608.883789
	Iteration 105Q: 3 clusters Score -1212737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1212743.125000 Penalty: 4608.883789
	Iteration 106Q: 3 clusters Score -1212743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1212747.250000 Penalty: 4608.883789
	Iteration 107Q: 3 clusters Score -1212747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1212750.250000 Penalty: 4608.883789
	Iteration 108Q: 3 clusters Score -1212750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1212753.875000 Penalty: 4608.883789
	Iteration 109Q: 3 clusters Score -1212754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1212757.375000 Penalty: 4608.883789
	Iteration 110Q: 3 clusters Score -1212757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1212758.375000 Penalty: 4608.883789
	Iteration 111Q: 3 clusters Score -1212758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1212763.000000 Penalty: 4608.883789
	Iteration 112Q: 3 clusters Score -1212763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1212764.125000 Penalty: 4608.883789
	Iteration 113Q: 3 clusters Score -1212764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1212768.000000 Penalty: 4608.883789
	Iteration 114Q: 3 clusters Score -1212768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1212770.375000 Penalty: 4608.883789
	Iteration 115Q: 3 clusters Score -1212770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1212773.500000 Penalty: 4608.883789
	Iteration 116Q: 3 clusters Score -1212774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1212774.375000 Penalty: 4608.883789
	Iteration 117Q: 3 clusters Score -1212774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1212777.875000 Penalty: 4608.883789
	Iteration 118Q: 3 clusters Score -1212778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1212778.000000 Penalty: 4608.883789
	Iteration 119Q: 3 clusters Score -1212778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1212780.500000 Penalty: 4608.883789
	Iteration 120F: 3 clusters Score -1212780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1212780.000000 Penalty: 4608.883789
	Iteration 121Q: 3 clusters Score -1212780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1212780.000000 Penalty: 4608.883789
	Iteration 122F: 3 clusters Score -1212780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -605962.125000 Penalty: 2115.711914
	Iteration 0F: 2 clusters Score -605962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -601379.312500 Penalty: 4231.423828
	Iteration 0F: 3 clusters Score -601379.3 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -602738.437500 Penalty: 4231.423828
	Iteration 1F: 3 clusters Score -602738.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603434.625000 Penalty: 4231.423828
	Iteration 2F: 3 clusters Score -603434.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -604320.062500 Penalty: 4231.423828
	Iteration 3F: 3 clusters Score -604320.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -605153.812500 Penalty: 4231.423828
	Iteration 4F: 3 clusters Score -605153.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -605612.375000 Penalty: 4231.423828
	Iteration 5F: 3 clusters Score -605612.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -605811.562500 Penalty: 4231.423828
	Iteration 6Q: 3 clusters Score -605811.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -605893.937500 Penalty: 4231.423828
	Iteration 7Q: 3 clusters Score -605893.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -605919.687500 Penalty: 4231.423828
	Iteration 8Q: 3 clusters Score -605919.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605935.500000 Penalty: 4231.423828
	Iteration 9Q: 3 clusters Score -605935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -605943.062500 Penalty: 4231.423828
	Iteration 10Q: 3 clusters Score -605943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -605946.687500 Penalty: 4231.423828
	Iteration 11Q: 3 clusters Score -605946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -605949.062500 Penalty: 4231.423828
	Iteration 12Q: 3 clusters Score -605949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605951.187500 Penalty: 4231.423828
	Iteration 13Q: 3 clusters Score -605951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -605951.125000 Penalty: 4231.423828
	Iteration 14Q: 3 clusters Score -605951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -605952.187500 Penalty: 4231.423828
	Iteration 15Q: 3 clusters Score -605952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -605951.812500 Penalty: 4231.423828
	Iteration 16Q: 3 clusters Score -605951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -605953.937500 Penalty: 4231.423828
	Iteration 17Q: 3 clusters Score -605953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -605953.875000 Penalty: 4231.423828
	Iteration 18Q: 3 clusters Score -605953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605954.625000 Penalty: 4231.423828
	Iteration 19Q: 3 clusters Score -605954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605954.625000 Penalty: 4231.423828
	Iteration 20F: 3 clusters Score -605954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 41841 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 27763 members 
Mstep: Class 6 contains 25840 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 41901 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 317961 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 57932 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 88987 members 
Mstep: Class 23 contains 16978 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 14186 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 10852 members 
Mstep: Class 31 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104935008.000000 Penalty: 111635.625000
Iteration 79Q: 34 clusters Score -1.04935e+08 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 42073 members 
Mstep: Class 3 contains 3207 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 27735 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 16767 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 319154 members 
Mstep: Class 15 contains 18289 members 
Mstep: Class 16 contains 58225 members 
Mstep: Class 17 contains 12451 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 17627 members 
Mstep: Class 20 contains 13096 members 
Mstep: Class 21 contains 10364 members 
Mstep: Class 22 contains 87850 members 
Mstep: Class 23 contains 17024 members 
Mstep: Class 24 contains 42118 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14193 members 
Mstep: Class 29 contains 9876 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 5086 members 
Mstep: Class 32 contains 4379 members 
Mstep: Class 33 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936744.000000 Penalty: 111635.625000
Iteration 80F: 34 clusters Score -1.049367e+08 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 27710 members 
Mstep: Class 6 contains 25972 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 16559 members 
Mstep: Class 9 contains 41827 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 320329 members 
Mstep: Class 15 contains 18131 members 
Mstep: Class 16 contains 58445 members 
Mstep: Class 17 contains 12420 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 17444 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 10332 members 
Mstep: Class 22 contains 86739 members 
Mstep: Class 23 contains 17076 members 
Mstep: Class 24 contains 42123 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14195 members 
Mstep: Class 29 contains 9768 members 
Mstep: Class 30 contains 10781 members 
Mstep: Class 31 contains 5043 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937528.000000 Penalty: 111635.625000
Iteration 81Q: 34 clusters Score -1.049375e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 42563 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 27684 members 
Mstep: Class 6 contains 26011 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 16411 members 
Mstep: Class 9 contains 41765 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 321447 members 
Mstep: Class 15 contains 17977 members 
Mstep: Class 16 contains 58647 members 
Mstep: Class 17 contains 12394 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 17266 members 
Mstep: Class 20 contains 12983 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 85670 members 
Mstep: Class 23 contains 17125 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14196 members 
Mstep: Class 29 contains 9715 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 5014 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938144.000000 Penalty: 111635.625000
Iteration 82Q: 34 clusters Score -1.049381e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 42836 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 27657 members 
Mstep: Class 6 contains 26057 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 16284 members 
Mstep: Class 9 contains 41709 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 322565 members 
Mstep: Class 15 contains 17808 members 
Mstep: Class 16 contains 58863 members 
Mstep: Class 17 contains 12382 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 17061 members 
Mstep: Class 20 contains 12922 members 
Mstep: Class 21 contains 10274 members 
Mstep: Class 22 contains 84594 members 
Mstep: Class 23 contains 17165 members 
Mstep: Class 24 contains 42106 members 
Mstep: Class 25 contains 6297 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14192 members 
Mstep: Class 29 contains 9695 members 
Mstep: Class 30 contains 10727 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 4547 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938584.000000 Penalty: 111635.625000
Iteration 83Q: 34 clusters Score -1.049386e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 43113 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 27640 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 41670 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 323630 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 59107 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 16810 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 10248 members 
Mstep: Class 22 contains 83561 members 
Mstep: Class 23 contains 17219 members 
Mstep: Class 24 contains 42122 members 
Mstep: Class 25 contains 6518 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14193 members 
Mstep: Class 29 contains 9676 members 
Mstep: Class 30 contains 10706 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 4545 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939184.000000 Penalty: 111635.625000
Iteration 84Q: 34 clusters Score -1.049392e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 43373 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 27636 members 
Mstep: Class 6 contains 26148 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 16061 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 324773 members 
Mstep: Class 15 contains 17404 members 
Mstep: Class 16 contains 59361 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 16536 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 10217 members 
Mstep: Class 22 contains 82520 members 
Mstep: Class 23 contains 17272 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14197 members 
Mstep: Class 29 contains 9673 members 
Mstep: Class 30 contains 10685 members 
Mstep: Class 31 contains 4964 members 
Mstep: Class 32 contains 4529 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939976.000000 Penalty: 111635.625000
Iteration 85Q: 34 clusters Score -1.0494e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 43616 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 27626 members 
Mstep: Class 6 contains 26170 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 15957 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 325877 members 
Mstep: Class 15 contains 17197 members 
Mstep: Class 16 contains 59634 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 12737 members 
Mstep: Class 21 contains 10212 members 
Mstep: Class 22 contains 81458 members 
Mstep: Class 23 contains 17322 members 
Mstep: Class 24 contains 42205 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 10669 members 
Mstep: Class 31 contains 4956 members 
Mstep: Class 32 contains 4505 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939824.000000 Penalty: 111635.625000
Iteration 86Q: 34 clusters Score -1.049398e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 43842 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 27605 members 
Mstep: Class 6 contains 26208 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 41436 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 326993 members 
Mstep: Class 15 contains 17011 members 
Mstep: Class 16 contains 59917 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 15983 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 10206 members 
Mstep: Class 22 contains 80407 members 
Mstep: Class 23 contains 17377 members 
Mstep: Class 24 contains 42257 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14202 members 
Mstep: Class 29 contains 9669 members 
Mstep: Class 30 contains 10653 members 
Mstep: Class 31 contains 4954 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940480.000000 Penalty: 111635.625000
Iteration 87Q: 34 clusters Score -1.049405e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 44088 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 27582 members 
Mstep: Class 6 contains 26239 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 8 contains 15772 members 
Mstep: Class 9 contains 41357 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 328066 members 
Mstep: Class 15 contains 16777 members 
Mstep: Class 16 contains 60216 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 10209 members 
Mstep: Class 22 contains 79410 members 
Mstep: Class 23 contains 17442 members 
Mstep: Class 24 contains 42289 members 
Mstep: Class 25 contains 7096 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14202 members 
Mstep: Class 29 contains 9664 members 
Mstep: Class 30 contains 10631 members 
Mstep: Class 31 contains 4952 members 
Mstep: Class 32 contains 4478 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941296.000000 Penalty: 111635.625000
Iteration 88Q: 34 clusters Score -1.049413e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 44332 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 27553 members 
Mstep: Class 6 contains 26267 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 41244 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 329186 members 
Mstep: Class 15 contains 16548 members 
Mstep: Class 16 contains 60554 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 10194 members 
Mstep: Class 22 contains 78391 members 
Mstep: Class 23 contains 17491 members 
Mstep: Class 24 contains 42329 members 
Mstep: Class 25 contains 7186 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14208 members 
Mstep: Class 29 contains 9663 members 
Mstep: Class 30 contains 10607 members 
Mstep: Class 31 contains 4949 members 
Mstep: Class 32 contains 4465 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941736.000000 Penalty: 111635.625000
Iteration 89Q: 34 clusters Score -1.049417e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 44568 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 3933 members 
Mstep: Class 5 contains 27519 members 
Mstep: Class 6 contains 26262 members 
Mstep: Class 7 contains 3816 members 
Mstep: Class 8 contains 15615 members 
Mstep: Class 9 contains 41146 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 330277 members 
Mstep: Class 15 contains 16304 members 
Mstep: Class 16 contains 60870 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 15076 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 17550 members 
Mstep: Class 24 contains 42369 members 
Mstep: Class 25 contains 7278 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14207 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 10588 members 
Mstep: Class 31 contains 4946 members 
Mstep: Class 32 contains 4452 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943040.000000 Penalty: 111635.625000
Iteration 90Q: 34 clusters Score -1.04943e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 44812 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 27463 members 
Mstep: Class 6 contains 26254 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 41046 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 331414 members 
Mstep: Class 15 contains 16050 members 
Mstep: Class 16 contains 61185 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 10195 members 
Mstep: Class 22 contains 76272 members 
Mstep: Class 23 contains 17603 members 
Mstep: Class 24 contains 42393 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14211 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 10574 members 
Mstep: Class 31 contains 4945 members 
Mstep: Class 32 contains 4443 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943680.000000 Penalty: 111635.625000
Iteration 91Q: 34 clusters Score -1.049437e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 45061 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 27399 members 
Mstep: Class 6 contains 26232 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 15472 members 
Mstep: Class 9 contains 40891 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 332610 members 
Mstep: Class 15 contains 15826 members 
Mstep: Class 16 contains 61485 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 14619 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 10185 members 
Mstep: Class 22 contains 75186 members 
Mstep: Class 23 contains 17657 members 
Mstep: Class 24 contains 42419 members 
Mstep: Class 25 contains 7439 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14206 members 
Mstep: Class 29 contains 9666 members 
Mstep: Class 30 contains 10540 members 
Mstep: Class 31 contains 4944 members 
Mstep: Class 32 contains 4434 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944624.000000 Penalty: 111635.625000
Iteration 92Q: 34 clusters Score -1.049446e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 45314 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 27326 members 
Mstep: Class 6 contains 26205 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 15396 members 
Mstep: Class 9 contains 40687 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 333784 members 
Mstep: Class 15 contains 15603 members 
Mstep: Class 16 contains 61734 members 
Mstep: Class 17 contains 12315 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 12475 members 
Mstep: Class 21 contains 10180 members 
Mstep: Class 22 contains 74116 members 
Mstep: Class 23 contains 17715 members 
Mstep: Class 24 contains 42441 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14207 members 
Mstep: Class 29 contains 9669 members 
Mstep: Class 30 contains 10524 members 
Mstep: Class 31 contains 4942 members 
Mstep: Class 32 contains 4423 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944736.000000 Penalty: 111635.625000
Iteration 93Q: 34 clusters Score -1.049447e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 45574 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 26189 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 15311 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 1311 members 
Mstep: Class 14 contains 334850 members 
Mstep: Class 15 contains 15379 members 
Mstep: Class 16 contains 61910 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 10179 members 
Mstep: Class 22 contains 73073 members 
Mstep: Class 23 contains 17764 members 
Mstep: Class 24 contains 42485 members 
Mstep: Class 25 contains 7613 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14203 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 10502 members 
Mstep: Class 31 contains 4937 members 
Mstep: Class 32 contains 4421 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944664.000000 Penalty: 111635.625000
Iteration 94Q: 34 clusters Score -1.049447e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 45823 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 27231 members 
Mstep: Class 6 contains 26178 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 15245 members 
Mstep: Class 9 contains 40304 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 335846 members 
Mstep: Class 15 contains 15178 members 
Mstep: Class 16 contains 62062 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 7776 members 
Mstep: Class 19 contains 14461 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 10180 members 
Mstep: Class 22 contains 72077 members 
Mstep: Class 23 contains 17815 members 
Mstep: Class 24 contains 42534 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14200 members 
Mstep: Class 29 contains 9663 members 
Mstep: Class 30 contains 10483 members 
Mstep: Class 31 contains 4932 members 
Mstep: Class 32 contains 4415 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 95Q: 34 clusters Score -1.049452e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 46103 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 27164 members 
Mstep: Class 6 contains 26160 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 15186 members 
Mstep: Class 9 contains 40143 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 336783 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 62183 members 
Mstep: Class 17 contains 12278 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 14452 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 10185 members 
Mstep: Class 22 contains 71133 members 
Mstep: Class 23 contains 17858 members 
Mstep: Class 24 contains 42572 members 
Mstep: Class 25 contains 7761 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14198 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 10466 members 
Mstep: Class 31 contains 4927 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 96Q: 34 clusters Score -1.049455e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 46365 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 27110 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 15155 members 
Mstep: Class 9 contains 39994 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 337704 members 
Mstep: Class 15 contains 14735 members 
Mstep: Class 16 contains 62283 members 
Mstep: Class 17 contains 12278 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 14436 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 10179 members 
Mstep: Class 22 contains 70226 members 
Mstep: Class 23 contains 17899 members 
Mstep: Class 24 contains 42633 members 
Mstep: Class 25 contains 7807 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14194 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 4924 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.049457e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 46630 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 27067 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 15137 members 
Mstep: Class 9 contains 39876 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 338580 members 
Mstep: Class 15 contains 14504 members 
Mstep: Class 16 contains 62380 members 
Mstep: Class 17 contains 12283 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 14436 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 10182 members 
Mstep: Class 22 contains 69286 members 
Mstep: Class 23 contains 17927 members 
Mstep: Class 24 contains 42707 members 
Mstep: Class 25 contains 7840 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14188 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 10429 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 4397 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.049457e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 46877 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 27026 members 
Mstep: Class 6 contains 26097 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 15124 members 
Mstep: Class 9 contains 39800 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 339373 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 62426 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 14466 members 
Mstep: Class 20 contains 12392 members 
Mstep: Class 21 contains 10186 members 
Mstep: Class 22 contains 68426 members 
Mstep: Class 23 contains 17964 members 
Mstep: Class 24 contains 42798 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14188 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 10410 members 
Mstep: Class 31 contains 4917 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945512.000000 Penalty: 111635.625000
Iteration 99Q: 34 clusters Score -1.049455e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 47107 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 26994 members 
Mstep: Class 6 contains 26087 members 
Mstep: Class 7 contains 4117 members 
Mstep: Class 8 contains 15111 members 
Mstep: Class 9 contains 39717 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 340077 members 
Mstep: Class 15 contains 14052 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 12378 members 
Mstep: Class 21 contains 10194 members 
Mstep: Class 22 contains 67622 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 42865 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14182 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 10395 members 
Mstep: Class 31 contains 4911 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945568.000000 Penalty: 111635.625000
Iteration 100F: 34 clusters Score -1.049456e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 47324 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 26963 members 
Mstep: Class 6 contains 26086 members 
Mstep: Class 7 contains 4137 members 
Mstep: Class 8 contains 15080 members 
Mstep: Class 9 contains 39636 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 340742 members 
Mstep: Class 15 contains 13847 members 
Mstep: Class 16 contains 62547 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 14538 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 10190 members 
Mstep: Class 22 contains 66866 members 
Mstep: Class 23 contains 18024 members 
Mstep: Class 24 contains 42948 members 
Mstep: Class 25 contains 7923 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14178 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 10381 members 
Mstep: Class 31 contains 4907 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945432.000000 Penalty: 111635.625000
Iteration 101Q: 34 clusters Score -1.049454e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 47565 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 26079 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 15048 members 
Mstep: Class 9 contains 39571 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 341322 members 
Mstep: Class 15 contains 13641 members 
Mstep: Class 16 contains 62610 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 14578 members 
Mstep: Class 20 contains 12354 members 
Mstep: Class 21 contains 10198 members 
Mstep: Class 22 contains 66165 members 
Mstep: Class 23 contains 18057 members 
Mstep: Class 24 contains 43024 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14180 members 
Mstep: Class 29 contains 9640 members 
Mstep: Class 30 contains 10367 members 
Mstep: Class 31 contains 4902 members 
Mstep: Class 32 contains 4376 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945632.000000 Penalty: 111635.625000
Iteration 102Q: 34 clusters Score -1.049456e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 47803 members 
Mstep: Class 3 contains 3161 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 26914 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 8 contains 15027 members 
Mstep: Class 9 contains 39502 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 341931 members 
Mstep: Class 15 contains 13427 members 
Mstep: Class 16 contains 62646 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 14598 members 
Mstep: Class 20 contains 12335 members 
Mstep: Class 21 contains 10198 members 
Mstep: Class 22 contains 65498 members 
Mstep: Class 23 contains 18092 members 
Mstep: Class 24 contains 43106 members 
Mstep: Class 25 contains 7992 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14182 members 
Mstep: Class 29 contains 9637 members 
Mstep: Class 30 contains 10349 members 
Mstep: Class 31 contains 4898 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945712.000000 Penalty: 111635.625000
Iteration 103Q: 34 clusters Score -1.049457e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 48055 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 26884 members 
Mstep: Class 6 contains 26075 members 
Mstep: Class 7 contains 4186 members 
Mstep: Class 8 contains 15001 members 
Mstep: Class 9 contains 39427 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 342501 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 62702 members 
Mstep: Class 17 contains 12268 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 10205 members 
Mstep: Class 22 contains 64832 members 
Mstep: Class 23 contains 18122 members 
Mstep: Class 24 contains 43196 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14178 members 
Mstep: Class 29 contains 9636 members 
Mstep: Class 30 contains 10334 members 
Mstep: Class 31 contains 4893 members 
Mstep: Class 32 contains 4374 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945976.000000 Penalty: 111635.625000
Iteration 104Q: 34 clusters Score -1.04946e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 48310 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 26870 members 
Mstep: Class 6 contains 26073 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 14987 members 
Mstep: Class 9 contains 39380 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 343040 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 62748 members 
Mstep: Class 17 contains 12269 members 
Mstep: Class 18 contains 7629 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 10196 members 
Mstep: Class 22 contains 64184 members 
Mstep: Class 23 contains 18160 members 
Mstep: Class 24 contains 43279 members 
Mstep: Class 25 contains 8038 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14176 members 
Mstep: Class 29 contains 9639 members 
Mstep: Class 30 contains 10322 members 
Mstep: Class 31 contains 4892 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945880.000000 Penalty: 111635.625000
Iteration 105Q: 34 clusters Score -1.049459e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 48587 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 26847 members 
Mstep: Class 6 contains 26057 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 14981 members 
Mstep: Class 9 contains 39343 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 343586 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 62793 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 14682 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 10185 members 
Mstep: Class 22 contains 63572 members 
Mstep: Class 23 contains 18210 members 
Mstep: Class 24 contains 43361 members 
Mstep: Class 25 contains 8045 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14173 members 
Mstep: Class 29 contains 9644 members 
Mstep: Class 30 contains 10317 members 
Mstep: Class 31 contains 4889 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946232.000000 Penalty: 111635.625000
Iteration 106Q: 34 clusters Score -1.049462e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 48858 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 26808 members 
Mstep: Class 6 contains 26054 members 
Mstep: Class 7 contains 4208 members 
Mstep: Class 8 contains 14978 members 
Mstep: Class 9 contains 39308 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 344113 members 
Mstep: Class 15 contains 12378 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 14706 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 10190 members 
Mstep: Class 22 contains 62999 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 43422 members 
Mstep: Class 25 contains 8043 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14172 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 10302 members 
Mstep: Class 31 contains 4885 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946432.000000 Penalty: 111635.625000
Iteration 107Q: 34 clusters Score -1.049464e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 49164 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 26771 members 
Mstep: Class 6 contains 26055 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 14976 members 
Mstep: Class 9 contains 39276 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 344642 members 
Mstep: Class 15 contains 12085 members 
Mstep: Class 16 contains 62875 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 7564 members 
Mstep: Class 19 contains 14714 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 10182 members 
Mstep: Class 22 contains 62455 members 
Mstep: Class 23 contains 18273 members 
Mstep: Class 24 contains 43481 members 
Mstep: Class 25 contains 8047 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14167 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 10295 members 
Mstep: Class 31 contains 4884 members 
Mstep: Class 32 contains 4362 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946584.000000 Penalty: 111635.625000
Iteration 108Q: 34 clusters Score -1.049466e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 49501 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 26059 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 14974 members 
Mstep: Class 9 contains 39242 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 345094 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 62909 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 7553 members 
Mstep: Class 19 contains 14726 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 22 contains 61972 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 43560 members 
Mstep: Class 25 contains 8050 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14173 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 10269 members 
Mstep: Class 31 contains 4884 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946696.000000 Penalty: 111635.625000
Iteration 109Q: 34 clusters Score -1.049467e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 49808 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 26668 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 14975 members 
Mstep: Class 9 contains 39229 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 345554 members 
Mstep: Class 15 contains 11488 members 
Mstep: Class 16 contains 62920 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 14725 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 10153 members 
Mstep: Class 22 contains 61504 members 
Mstep: Class 23 contains 18320 members 
Mstep: Class 24 contains 43626 members 
Mstep: Class 25 contains 8050 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14173 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 10251 members 
Mstep: Class 31 contains 4883 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946912.000000 Penalty: 111635.625000
Iteration 110Q: 34 clusters Score -1.049469e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 50107 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 26616 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 14974 members 
Mstep: Class 9 contains 39210 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 345989 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 62948 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 14729 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 10147 members 
Mstep: Class 22 contains 61072 members 
Mstep: Class 23 contains 18339 members 
Mstep: Class 24 contains 43686 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14173 members 
Mstep: Class 29 contains 9657 members 
Mstep: Class 30 contains 10230 members 
Mstep: Class 31 contains 4883 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946704.000000 Penalty: 111635.625000
Iteration 111Q: 34 clusters Score -1.049467e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 50381 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 26558 members 
Mstep: Class 6 contains 26010 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 14974 members 
Mstep: Class 9 contains 39186 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 346437 members 
Mstep: Class 15 contains 10977 members 
Mstep: Class 16 contains 62979 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 14719 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 10142 members 
Mstep: Class 22 contains 60646 members 
Mstep: Class 23 contains 18355 members 
Mstep: Class 24 contains 43749 members 
Mstep: Class 25 contains 8055 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14170 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 10223 members 
Mstep: Class 31 contains 4880 members 
Mstep: Class 32 contains 4343 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946904.000000 Penalty: 111635.625000
Iteration 112Q: 34 clusters Score -1.049469e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 50664 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 8 contains 14971 members 
Mstep: Class 9 contains 39157 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 346853 members 
Mstep: Class 15 contains 10732 members 
Mstep: Class 16 contains 63003 members 
Mstep: Class 17 contains 12284 members 
Mstep: Class 18 contains 7468 members 
Mstep: Class 19 contains 14715 members 
Mstep: Class 20 contains 12192 members 
Mstep: Class 21 contains 10130 members 
Mstep: Class 22 contains 60255 members 
Mstep: Class 23 contains 18367 members 
Mstep: Class 24 contains 43802 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14167 members 
Mstep: Class 29 contains 9657 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 4877 members 
Mstep: Class 32 contains 4340 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946632.000000 Penalty: 111635.625000
Iteration 113Q: 34 clusters Score -1.049466e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 50933 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 25974 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 8 contains 14971 members 
Mstep: Class 9 contains 39139 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 347203 members 
Mstep: Class 15 contains 10516 members 
Mstep: Class 16 contains 63028 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 7447 members 
Mstep: Class 19 contains 14716 members 
Mstep: Class 20 contains 12183 members 
Mstep: Class 21 contains 10113 members 
Mstep: Class 22 contains 59912 members 
Mstep: Class 23 contains 18370 members 
Mstep: Class 24 contains 43854 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14169 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 10203 members 
Mstep: Class 31 contains 4872 members 
Mstep: Class 32 contains 4336 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 114Q: 34 clusters Score -1.049466e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 51187 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 25952 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 14969 members 
Mstep: Class 9 contains 39144 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 347567 members 
Mstep: Class 15 contains 10303 members 
Mstep: Class 16 contains 63023 members 
Mstep: Class 17 contains 12297 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 12180 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 59573 members 
Mstep: Class 23 contains 18373 members 
Mstep: Class 24 contains 43890 members 
Mstep: Class 25 contains 8072 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14166 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 10195 members 
Mstep: Class 31 contains 4869 members 
Mstep: Class 32 contains 4333 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 115Q: 34 clusters Score -1.049468e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 51420 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 26365 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4221 members 
Mstep: Class 8 contains 14959 members 
Mstep: Class 9 contains 39163 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 347840 members 
Mstep: Class 15 contains 10110 members 
Mstep: Class 16 contains 63066 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 14716 members 
Mstep: Class 20 contains 12178 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 59244 members 
Mstep: Class 23 contains 18384 members 
Mstep: Class 24 contains 43932 members 
Mstep: Class 25 contains 8081 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14163 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 10180 members 
Mstep: Class 31 contains 4865 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 116Q: 34 clusters Score -1.049471e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 51675 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 26322 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4225 members 
Mstep: Class 8 contains 14954 members 
Mstep: Class 9 contains 39161 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348134 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 63125 members 
Mstep: Class 17 contains 12320 members 
Mstep: Class 18 contains 7414 members 
Mstep: Class 19 contains 14701 members 
Mstep: Class 20 contains 12175 members 
Mstep: Class 21 contains 10081 members 
Mstep: Class 22 contains 58907 members 
Mstep: Class 23 contains 18390 members 
Mstep: Class 24 contains 43965 members 
Mstep: Class 25 contains 8087 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14160 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 10168 members 
Mstep: Class 31 contains 4864 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
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Iteration 117Q: 34 clusters Score -1.049473e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 51930 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 26282 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4233 members 
Mstep: Class 8 contains 14944 members 
Mstep: Class 9 contains 39142 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348463 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 63147 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 14683 members 
Mstep: Class 20 contains 12173 members 
Mstep: Class 21 contains 10058 members 
Mstep: Class 22 contains 58576 members 
Mstep: Class 23 contains 18396 members 
Mstep: Class 24 contains 43990 members 
Mstep: Class 25 contains 8093 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14160 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 10160 members 
Mstep: Class 31 contains 4863 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947440.000000 Penalty: 111635.625000
Iteration 118Q: 34 clusters Score -1.049474e+08 nChanged 1229
Entering ConstructFrom: 
Score: -104947440.000000 Penalty: 111635.625000
Entering ConstructFrom: 
Trying to split cluster 1 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1782059.875000 Penalty: 2370.024658
	Iteration 0F: 2 clusters Score -1782060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1771786.750000 Penalty: 4740.049316
	Iteration 0F: 3 clusters Score -1771787 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1775163.500000 Penalty: 4740.049316
	Iteration 1F: 3 clusters Score -1775164 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1775699.125000 Penalty: 4740.049316
	Iteration 2F: 3 clusters Score -1775699 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1776295.500000 Penalty: 4740.049316
	Iteration 3F: 3 clusters Score -1776296 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1776981.000000 Penalty: 4740.049316
	Iteration 4F: 3 clusters Score -1776981 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1777742.500000 Penalty: 4740.049316
	Iteration 5F: 3 clusters Score -1777742 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1778424.875000 Penalty: 4740.049316
	Iteration 6F: 3 clusters Score -1778425 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1778953.625000 Penalty: 4740.049316
	Iteration 7F: 3 clusters Score -1778954 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1779319.625000 Penalty: 4740.049316
	Iteration 8Q: 3 clusters Score -1779320 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1779601.500000 Penalty: 4740.049316
	Iteration 9Q: 3 clusters Score -1779602 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1779789.625000 Penalty: 4740.049316
	Iteration 10Q: 3 clusters Score -1779790 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1779914.250000 Penalty: 4740.049316
	Iteration 11Q: 3 clusters Score -1779914 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1780006.875000 Penalty: 4740.049316
	Iteration 12Q: 3 clusters Score -1780007 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1780085.875000 Penalty: 4740.049316
	Iteration 13Q: 3 clusters Score -1780086 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1780172.500000 Penalty: 4740.049316
	Iteration 14Q: 3 clusters Score -1780172 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1780235.875000 Penalty: 4740.049316
	Iteration 15Q: 3 clusters Score -1780236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1780296.000000 Penalty: 4740.049316
	Iteration 16Q: 3 clusters Score -1780296 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1780360.250000 Penalty: 4740.049316
	Iteration 17Q: 3 clusters Score -1780360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1780419.625000 Penalty: 4740.049316
	Iteration 18Q: 3 clusters Score -1780420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1780464.875000 Penalty: 4740.049316
	Iteration 19Q: 3 clusters Score -1780465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1780500.250000 Penalty: 4740.049316
	Iteration 20F: 3 clusters Score -1780500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1780541.875000 Penalty: 4740.049316
	Iteration 21Q: 3 clusters Score -1780542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1780576.750000 Penalty: 4740.049316
	Iteration 22Q: 3 clusters Score -1780577 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1780601.875000 Penalty: 4740.049316
	Iteration 23Q: 3 clusters Score -1780602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1780619.375000 Penalty: 4740.049316
	Iteration 24Q: 3 clusters Score -1780619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1780644.125000 Penalty: 4740.049316
	Iteration 25Q: 3 clusters Score -1780644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1780663.250000 Penalty: 4740.049316
	Iteration 26Q: 3 clusters Score -1780663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1780686.250000 Penalty: 4740.049316
	Iteration 27Q: 3 clusters Score -1780686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1780711.250000 Penalty: 4740.049316
	Iteration 28Q: 3 clusters Score -1780711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1780744.250000 Penalty: 4740.049316
	Iteration 29Q: 3 clusters Score -1780744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1780777.500000 Penalty: 4740.049316
	Iteration 30Q: 3 clusters Score -1780778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1780808.875000 Penalty: 4740.049316
	Iteration 31Q: 3 clusters Score -1780809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1780842.250000 Penalty: 4740.049316
	Iteration 32Q: 3 clusters Score -1780842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1780890.125000 Penalty: 4740.049316
	Iteration 33Q: 3 clusters Score -1780890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1780925.750000 Penalty: 4740.049316
	Iteration 34Q: 3 clusters Score -1780926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1780969.500000 Penalty: 4740.049316
	Iteration 35Q: 3 clusters Score -1780970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1781013.000000 Penalty: 4740.049316
	Iteration 36Q: 3 clusters Score -1781013 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1781068.250000 Penalty: 4740.049316
	Iteration 37Q: 3 clusters Score -1781068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1781141.375000 Penalty: 4740.049316
	Iteration 38Q: 3 clusters Score -1781141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1781201.125000 Penalty: 4740.049316
	Iteration 39Q: 3 clusters Score -1781201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1781268.250000 Penalty: 4740.049316
	Iteration 40F: 3 clusters Score -1781268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1781332.750000 Penalty: 4740.049316
	Iteration 41Q: 3 clusters Score -1781333 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1781374.500000 Penalty: 4740.049316
	Iteration 42Q: 3 clusters Score -1781374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1781404.000000 Penalty: 4740.049316
	Iteration 43Q: 3 clusters Score -1781404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1781413.875000 Penalty: 4740.049316
	Iteration 44Q: 3 clusters Score -1781414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1781422.375000 Penalty: 4740.049316
	Iteration 45Q: 3 clusters Score -1781422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1781426.250000 Penalty: 4740.049316
	Iteration 46Q: 3 clusters Score -1781426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1781430.500000 Penalty: 4740.049316
	Iteration 47Q: 3 clusters Score -1781430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1781430.250000 Penalty: 4740.049316
	Iteration 48Q: 3 clusters Score -1781430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1781433.250000 Penalty: 4740.049316
	Iteration 49Q: 3 clusters Score -1781433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1781435.000000 Penalty: 4740.049316
	Iteration 50Q: 3 clusters Score -1781435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1781438.875000 Penalty: 4740.049316
	Iteration 51Q: 3 clusters Score -1781439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1781438.125000 Penalty: 4740.049316
	Iteration 52Q: 3 clusters Score -1781438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1781437.875000 Penalty: 4740.049316
	Iteration 53Q: 3 clusters Score -1781438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1781436.625000 Penalty: 4740.049316
	Iteration 54Q: 3 clusters Score -1781437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1781435.875000 Penalty: 4740.049316
	Iteration 55Q: 3 clusters Score -1781436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1781438.375000 Penalty: 4740.049316
	Iteration 56Q: 3 clusters Score -1781438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1781435.875000 Penalty: 4740.049316
	Iteration 57Q: 3 clusters Score -1781436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1781439.125000 Penalty: 4740.049316
	Iteration 58Q: 3 clusters Score -1781439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1781440.500000 Penalty: 4740.049316
	Iteration 59Q: 3 clusters Score -1781440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1781441.375000 Penalty: 4740.049316
	Iteration 60F: 3 clusters Score -1781441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1781440.375000 Penalty: 4740.049316
	Iteration 61Q: 3 clusters Score -1781440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1781442.000000 Penalty: 4740.049316
	Iteration 62Q: 3 clusters Score -1781442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1781442.000000 Penalty: 4740.049316
	Iteration 63F: 3 clusters Score -1781442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Entering Unmasked Estep 
Score: -6211932.500000 Penalty: 2693.888672
	Iteration 0F: 2 clusters Score -6211932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6176740.000000 Penalty: 5387.777344
	Iteration 0F: 3 clusters Score -6176740 nChanged 24123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6190659.500000 Penalty: 5387.777344
	Iteration 1F: 3 clusters Score -6190660 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6191629.500000 Penalty: 5387.777344
	Iteration 2Q: 3 clusters Score -6191630 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6192908.000000 Penalty: 5387.777344
	Iteration 3F: 3 clusters Score -6192908 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -6194804.500000 Penalty: 5387.777344
	Iteration 4F: 3 clusters Score -6194804 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -6197421.000000 Penalty: 5387.777344
	Iteration 5F: 3 clusters Score -6197421 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6200849.500000 Penalty: 5387.777344
	Iteration 6F: 3 clusters Score -6200850 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -6204419.000000 Penalty: 5387.777344
	Iteration 7F: 3 clusters Score -6204419 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6207141.000000 Penalty: 5387.777344
	Iteration 8F: 3 clusters Score -6207141 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6208526.500000 Penalty: 5387.777344
	Iteration 9Q: 3 clusters Score -6208526 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6209112.000000 Penalty: 5387.777344
	Iteration 10Q: 3 clusters Score -6209112 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6209394.500000 Penalty: 5387.777344
	Iteration 11Q: 3 clusters Score -6209394 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6209527.000000 Penalty: 5387.777344
	Iteration 12Q: 3 clusters Score -6209527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6209615.500000 Penalty: 5387.777344
	Iteration 13Q: 3 clusters Score -6209616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6209656.000000 Penalty: 5387.777344
	Iteration 14Q: 3 clusters Score -6209656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6209685.500000 Penalty: 5387.777344
	Iteration 15Q: 3 clusters Score -6209686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6209709.000000 Penalty: 5387.777344
	Iteration 16Q: 3 clusters Score -6209709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6209731.000000 Penalty: 5387.777344
	Iteration 17Q: 3 clusters Score -6209731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6209746.500000 Penalty: 5387.777344
	Iteration 18Q: 3 clusters Score -6209746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6209771.000000 Penalty: 5387.777344
	Iteration 19Q: 3 clusters Score -6209771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6209773.000000 Penalty: 5387.777344
	Iteration 20F: 3 clusters Score -6209773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6209787.500000 Penalty: 5387.777344
	Iteration 21Q: 3 clusters Score -6209788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6209790.000000 Penalty: 5387.777344
	Iteration 22Q: 3 clusters Score -6209790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6209789.000000 Penalty: 5387.777344
	Iteration 23Q: 3 clusters Score -6209789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6209786.500000 Penalty: 5387.777344
	Iteration 24Q: 3 clusters Score -6209786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6209784.000000 Penalty: 5387.777344
	Iteration 25Q: 3 clusters Score -6209784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6209784.500000 Penalty: 5387.777344
	Iteration 26Q: 3 clusters Score -6209784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6209784.500000 Penalty: 5387.777344
	Iteration 27Q: 3 clusters Score -6209784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6209789.000000 Penalty: 5387.777344
	Iteration 28Q: 3 clusters Score -6209789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6209790.500000 Penalty: 5387.777344
	Iteration 29Q: 3 clusters Score -6209790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6209790.500000 Penalty: 5387.777344
	Iteration 30F: 3 clusters Score -6209790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -384559.500000 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -384559.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381271.375000 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -381271.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -381936.312500 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -381936.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -382120.000000 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -382120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382218.468750 Penalty: 3980.493896
	Iteration 3F: 3 clusters Score -382218.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -382291.250000 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -382291.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -382346.687500 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -382346.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -382378.531250 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -382378.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -382401.312500 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -382401.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -382424.781250 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -382424.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -382441.406250 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -382441.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382458.031250 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -382458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -382471.500000 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -382471.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -382477.250000 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -382477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382481.593750 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -382481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -382486.062500 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -382486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382489.406250 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -382489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -382492.562500 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -382492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382493.031250 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -382493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382494.968750 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -382495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -382496.406250 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -382496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -382497.156250 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -382497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -382498.812500 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -382498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -382501.125000 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -382501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382502.468750 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -382502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -382504.875000 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -382504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -382506.812500 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -382506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -382507.406250 Penalty: 3980.493896
	Iteration 26Q: 3 clusters Score -382507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -382509.406250 Penalty: 3980.493896
	Iteration 27Q: 3 clusters Score -382509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -382511.656250 Penalty: 3980.493896
	Iteration 28Q: 3 clusters Score -382511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -382511.437500 Penalty: 3980.493896
	Iteration 29Q: 3 clusters Score -382511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382512.968750 Penalty: 3980.493896
	Iteration 30Q: 3 clusters Score -382513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382512.968750 Penalty: 3980.493896
	Iteration 31F: 3 clusters Score -382513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -499971.937500 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -499971.9 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 1951 members 
Entering Unmasked Estep 
Score: -496108.375000 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -496108.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -496940.750000 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -496940.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -497114.531250 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -497114.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -497220.718750 Penalty: 4100.909180
	Iteration 3Q: 3 clusters Score -497220.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -497288.031250 Penalty: 4100.909180
	Iteration 4Q: 3 clusters Score -497288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -497339.093750 Penalty: 4100.909180
	Iteration 5Q: 3 clusters Score -497339.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -497383.468750 Penalty: 4100.909180
	Iteration 6Q: 3 clusters Score -497383.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -497418.562500 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -497418.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -497449.250000 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -497449.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -497471.937500 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -497471.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -497490.750000 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -497490.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -497508.218750 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -497508.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -497523.562500 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -497523.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -497536.593750 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -497536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -497548.718750 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -497548.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -497557.156250 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -497557.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -497565.312500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -497565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497571.562500 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -497571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -497576.187500 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -497576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497581.531250 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -497581.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497586.750000 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -497586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -497592.187500 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -497592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -497596.000000 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -497596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -497597.750000 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -497597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -497600.687500 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -497600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497602.437500 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -497602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497602.906250 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -497602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -497603.000000 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -497603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497604.968750 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -497605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497604.750000 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -497604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497606.406250 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -497606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497606.406250 Penalty: 4100.909180
	Iteration 31F: 3 clusters Score -497606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Entering Unmasked Estep 
Score: -3465261.250000 Penalty: 2523.457275
	Iteration 0F: 2 clusters Score -3465261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3447015.750000 Penalty: 5046.914551
	Iteration 0F: 3 clusters Score -3447016 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3453433.250000 Penalty: 5046.914551
	Iteration 1F: 3 clusters Score -3453433 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3453892.000000 Penalty: 5046.914551
	Iteration 2Q: 3 clusters Score -3453892 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3454343.500000 Penalty: 5046.914551
	Iteration 3Q: 3 clusters Score -3454344 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3454967.000000 Penalty: 5046.914551
	Iteration 4Q: 3 clusters Score -3454967 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3455768.250000 Penalty: 5046.914551
	Iteration 5F: 3 clusters Score -3455768 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3456874.000000 Penalty: 5046.914551
	Iteration 6F: 3 clusters Score -3456874 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3458236.500000 Penalty: 5046.914551
	Iteration 7F: 3 clusters Score -3458236 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3459710.000000 Penalty: 5046.914551
	Iteration 8F: 3 clusters Score -3459710 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3460989.750000 Penalty: 5046.914551
	Iteration 9F: 3 clusters Score -3460990 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3461879.500000 Penalty: 5046.914551
	Iteration 10Q: 3 clusters Score -3461880 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3462421.250000 Penalty: 5046.914551
	Iteration 11Q: 3 clusters Score -3462421 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3462712.750000 Penalty: 5046.914551
	Iteration 12Q: 3 clusters Score -3462713 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3462888.250000 Penalty: 5046.914551
	Iteration 13Q: 3 clusters Score -3462888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3462999.500000 Penalty: 5046.914551
	Iteration 14Q: 3 clusters Score -3463000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3463061.500000 Penalty: 5046.914551
	Iteration 15Q: 3 clusters Score -3463062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3463107.000000 Penalty: 5046.914551
	Iteration 16Q: 3 clusters Score -3463107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3463137.000000 Penalty: 5046.914551
	Iteration 17Q: 3 clusters Score -3463137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3463161.250000 Penalty: 5046.914551
	Iteration 18Q: 3 clusters Score -3463161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3463169.000000 Penalty: 5046.914551
	Iteration 19Q: 3 clusters Score -3463169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3463183.500000 Penalty: 5046.914551
	Iteration 20F: 3 clusters Score -3463184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3463190.750000 Penalty: 5046.914551
	Iteration 21Q: 3 clusters Score -3463191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3463191.750000 Penalty: 5046.914551
	Iteration 22Q: 3 clusters Score -3463192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3463192.500000 Penalty: 5046.914551
	Iteration 23Q: 3 clusters Score -3463192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3463192.250000 Penalty: 5046.914551
	Iteration 24Q: 3 clusters Score -3463192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3463197.750000 Penalty: 5046.914551
	Iteration 25Q: 3 clusters Score -3463198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3463197.250000 Penalty: 5046.914551
	Iteration 26Q: 3 clusters Score -3463197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3463198.500000 Penalty: 5046.914551
	Iteration 27Q: 3 clusters Score -3463198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3463197.500000 Penalty: 5046.914551
	Iteration 28Q: 3 clusters Score -3463198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3463201.500000 Penalty: 5046.914551
	Iteration 29Q: 3 clusters Score -3463202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3463198.000000 Penalty: 5046.914551
	Iteration 30Q: 3 clusters Score -3463198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3463198.000000 Penalty: 5046.914551
	Iteration 31F: 3 clusters Score -3463198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Entering Unmasked Estep 
Score: -3429464.500000 Penalty: 2520.634766
	Iteration 0F: 2 clusters Score -3429464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3411525.500000 Penalty: 5041.269531
	Iteration 0F: 3 clusters Score -3411526 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3417545.250000 Penalty: 5041.269531
	Iteration 1F: 3 clusters Score -3417545 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3417908.500000 Penalty: 5041.269531
	Iteration 2Q: 3 clusters Score -3417908 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3418239.000000 Penalty: 5041.269531
	Iteration 3Q: 3 clusters Score -3418239 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3418541.250000 Penalty: 5041.269531
	Iteration 4Q: 3 clusters Score -3418541 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3418857.250000 Penalty: 5041.269531
	Iteration 5Q: 3 clusters Score -3418857 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3419232.250000 Penalty: 5041.269531
	Iteration 6Q: 3 clusters Score -3419232 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3419658.000000 Penalty: 5041.269531
	Iteration 7Q: 3 clusters Score -3419658 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3420184.000000 Penalty: 5041.269531
	Iteration 8Q: 3 clusters Score -3420184 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3420903.250000 Penalty: 5041.269531
	Iteration 9Q: 3 clusters Score -3420903 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3421883.000000 Penalty: 5041.269531
	Iteration 10F: 3 clusters Score -3421883 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3423091.250000 Penalty: 5041.269531
	Iteration 11F: 3 clusters Score -3423091 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3424254.750000 Penalty: 5041.269531
	Iteration 12F: 3 clusters Score -3424255 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3424997.000000 Penalty: 5041.269531
	Iteration 13Q: 3 clusters Score -3424997 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3425500.000000 Penalty: 5041.269531
	Iteration 14Q: 3 clusters Score -3425500 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3425835.750000 Penalty: 5041.269531
	Iteration 15Q: 3 clusters Score -3425836 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3426054.000000 Penalty: 5041.269531
	Iteration 16Q: 3 clusters Score -3426054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3426188.500000 Penalty: 5041.269531
	Iteration 17Q: 3 clusters Score -3426188 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3426313.000000 Penalty: 5041.269531
	Iteration 18Q: 3 clusters Score -3426313 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3426400.500000 Penalty: 5041.269531
	Iteration 19Q: 3 clusters Score -3426400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3426494.500000 Penalty: 5041.269531
	Iteration 20F: 3 clusters Score -3426494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3426566.500000 Penalty: 5041.269531
	Iteration 21Q: 3 clusters Score -3426566 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3426651.250000 Penalty: 5041.269531
	Iteration 22Q: 3 clusters Score -3426651 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3426721.250000 Penalty: 5041.269531
	Iteration 23Q: 3 clusters Score -3426721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3426783.750000 Penalty: 5041.269531
	Iteration 24Q: 3 clusters Score -3426784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3426821.000000 Penalty: 5041.269531
	Iteration 25Q: 3 clusters Score -3426821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3426851.000000 Penalty: 5041.269531
	Iteration 26Q: 3 clusters Score -3426851 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3426872.500000 Penalty: 5041.269531
	Iteration 27Q: 3 clusters Score -3426872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3426908.250000 Penalty: 5041.269531
	Iteration 28Q: 3 clusters Score -3426908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3426928.500000 Penalty: 5041.269531
	Iteration 29Q: 3 clusters Score -3426928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3426968.000000 Penalty: 5041.269531
	Iteration 30Q: 3 clusters Score -3426968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3427004.750000 Penalty: 5041.269531
	Iteration 31Q: 3 clusters Score -3427005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3427027.750000 Penalty: 5041.269531
	Iteration 32Q: 3 clusters Score -3427028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3427046.500000 Penalty: 5041.269531
	Iteration 33Q: 3 clusters Score -3427046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3427058.000000 Penalty: 5041.269531
	Iteration 34Q: 3 clusters Score -3427058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3427072.750000 Penalty: 5041.269531
	Iteration 35Q: 3 clusters Score -3427073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3427075.000000 Penalty: 5041.269531
	Iteration 36Q: 3 clusters Score -3427075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3427081.250000 Penalty: 5041.269531
	Iteration 37Q: 3 clusters Score -3427081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3427100.750000 Penalty: 5041.269531
	Iteration 38Q: 3 clusters Score -3427101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3427104.000000 Penalty: 5041.269531
	Iteration 39Q: 3 clusters Score -3427104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3427113.750000 Penalty: 5041.269531
	Iteration 40F: 3 clusters Score -3427114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3427122.000000 Penalty: 5041.269531
	Iteration 41Q: 3 clusters Score -3427122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3427128.250000 Penalty: 5041.269531
	Iteration 42Q: 3 clusters Score -3427128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3427141.500000 Penalty: 5041.269531
	Iteration 43Q: 3 clusters Score -3427142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3427150.000000 Penalty: 5041.269531
	Iteration 44Q: 3 clusters Score -3427150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3427164.250000 Penalty: 5041.269531
	Iteration 45Q: 3 clusters Score -3427164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3427176.500000 Penalty: 5041.269531
	Iteration 46Q: 3 clusters Score -3427176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3427187.500000 Penalty: 5041.269531
	Iteration 47Q: 3 clusters Score -3427188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3427189.000000 Penalty: 5041.269531
	Iteration 48Q: 3 clusters Score -3427189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3427197.250000 Penalty: 5041.269531
	Iteration 49Q: 3 clusters Score -3427197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3427198.000000 Penalty: 5041.269531
	Iteration 50Q: 3 clusters Score -3427198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3427203.750000 Penalty: 5041.269531
	Iteration 51Q: 3 clusters Score -3427204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3427214.750000 Penalty: 5041.269531
	Iteration 52Q: 3 clusters Score -3427215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3427215.000000 Penalty: 5041.269531
	Iteration 53Q: 3 clusters Score -3427215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3427220.500000 Penalty: 5041.269531
	Iteration 54Q: 3 clusters Score -3427220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3427226.500000 Penalty: 5041.269531
	Iteration 55Q: 3 clusters Score -3427226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3427230.000000 Penalty: 5041.269531
	Iteration 56Q: 3 clusters Score -3427230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3427229.500000 Penalty: 5041.269531
	Iteration 57Q: 3 clusters Score -3427230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3427231.750000 Penalty: 5041.269531
	Iteration 58Q: 3 clusters Score -3427232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3427235.500000 Penalty: 5041.269531
	Iteration 59Q: 3 clusters Score -3427236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3427242.000000 Penalty: 5041.269531
	Iteration 60F: 3 clusters Score -3427242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3427246.000000 Penalty: 5041.269531
	Iteration 61Q: 3 clusters Score -3427246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3427242.500000 Penalty: 5041.269531
	Iteration 62Q: 3 clusters Score -3427242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3427240.250000 Penalty: 5041.269531
	Iteration 63Q: 3 clusters Score -3427240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3427244.250000 Penalty: 5041.269531
	Iteration 64Q: 3 clusters Score -3427244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3427249.750000 Penalty: 5041.269531
	Iteration 65Q: 3 clusters Score -3427250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3427249.750000 Penalty: 5041.269531
	Iteration 66Q: 3 clusters Score -3427250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3427248.250000 Penalty: 5041.269531
	Iteration 67Q: 3 clusters Score -3427248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3427249.500000 Penalty: 5041.269531
	Iteration 68Q: 3 clusters Score -3427250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3427249.500000 Penalty: 5041.269531
	Iteration 69F: 3 clusters Score -3427250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -526965.750000 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -526965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -522946.406250 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -522946.4 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -523838.843750 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -523838.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -524001.406250 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -524001.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -524106.375000 Penalty: 4142.281738
	Iteration 3Q: 3 clusters Score -524106.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -524216.781250 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -524216.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -524353.000000 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -524353 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -524556.187500 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -524556.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -524767.750000 Penalty: 4142.281738
	Iteration 7F: 3 clusters Score -524767.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -524956.375000 Penalty: 4142.281738
	Iteration 8F: 3 clusters Score -524956.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -525122.437500 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -525122.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -525253.937500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -525253.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -525353.312500 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -525353.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -525424.125000 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -525424.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -525496.625000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -525496.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -525557.062500 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -525557.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -525597.000000 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -525597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -525623.062500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -525623.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -525640.187500 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -525640.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -525667.062500 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -525667.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -525684.812500 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -525684.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -525702.750000 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -525702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -525711.062500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -525711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -525717.812500 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -525717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -525720.625000 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -525720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -525723.062500 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -525723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -525724.375000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -525724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -525726.125000 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -525726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -525728.937500 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -525728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -525733.875000 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -525733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -525735.437500 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -525735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -525735.437500 Penalty: 4142.281738
	Iteration 30F: 3 clusters Score -525735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -1812824.875000 Penalty: 2383.592773
	Iteration 0F: 2 clusters Score -1812825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1801982.000000 Penalty: 4767.185547
	Iteration 0F: 3 clusters Score -1801982 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1805348.000000 Penalty: 4767.185547
	Iteration 1F: 3 clusters Score -1805348 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1805842.250000 Penalty: 4767.185547
	Iteration 2F: 3 clusters Score -1805842 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1806392.125000 Penalty: 4767.185547
	Iteration 3F: 3 clusters Score -1806392 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1806973.375000 Penalty: 4767.185547
	Iteration 4F: 3 clusters Score -1806973 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1807586.125000 Penalty: 4767.185547
	Iteration 5F: 3 clusters Score -1807586 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1808120.500000 Penalty: 4767.185547
	Iteration 6F: 3 clusters Score -1808120 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1808576.500000 Penalty: 4767.185547
	Iteration 7F: 3 clusters Score -1808576 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1808944.000000 Penalty: 4767.185547
	Iteration 8Q: 3 clusters Score -1808944 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1809219.625000 Penalty: 4767.185547
	Iteration 9Q: 3 clusters Score -1809220 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1809412.125000 Penalty: 4767.185547
	Iteration 10Q: 3 clusters Score -1809412 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1809561.000000 Penalty: 4767.185547
	Iteration 11Q: 3 clusters Score -1809561 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1809660.875000 Penalty: 4767.185547
	Iteration 12Q: 3 clusters Score -1809661 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1809736.125000 Penalty: 4767.185547
	Iteration 13Q: 3 clusters Score -1809736 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1809783.750000 Penalty: 4767.185547
	Iteration 14Q: 3 clusters Score -1809784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1809833.125000 Penalty: 4767.185547
	Iteration 15Q: 3 clusters Score -1809833 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1809872.750000 Penalty: 4767.185547
	Iteration 16Q: 3 clusters Score -1809873 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1809905.125000 Penalty: 4767.185547
	Iteration 17Q: 3 clusters Score -1809905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1809919.000000 Penalty: 4767.185547
	Iteration 18Q: 3 clusters Score -1809919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1809935.750000 Penalty: 4767.185547
	Iteration 19Q: 3 clusters Score -1809936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1809962.750000 Penalty: 4767.185547
	Iteration 20F: 3 clusters Score -1809963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1809983.750000 Penalty: 4767.185547
	Iteration 21Q: 3 clusters Score -1809984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1809999.625000 Penalty: 4767.185547
	Iteration 22Q: 3 clusters Score -1810000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1810013.875000 Penalty: 4767.185547
	Iteration 23Q: 3 clusters Score -1810014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1810037.625000 Penalty: 4767.185547
	Iteration 24Q: 3 clusters Score -1810038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1810051.625000 Penalty: 4767.185547
	Iteration 25Q: 3 clusters Score -1810052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1810066.250000 Penalty: 4767.185547
	Iteration 26Q: 3 clusters Score -1810066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1810083.750000 Penalty: 4767.185547
	Iteration 27Q: 3 clusters Score -1810084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1810100.000000 Penalty: 4767.185547
	Iteration 28Q: 3 clusters Score -1810100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1810117.125000 Penalty: 4767.185547
	Iteration 29Q: 3 clusters Score -1810117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1810121.375000 Penalty: 4767.185547
	Iteration 30Q: 3 clusters Score -1810121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1810130.625000 Penalty: 4767.185547
	Iteration 31Q: 3 clusters Score -1810131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1810141.750000 Penalty: 4767.185547
	Iteration 32Q: 3 clusters Score -1810142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1810159.750000 Penalty: 4767.185547
	Iteration 33Q: 3 clusters Score -1810160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1810171.125000 Penalty: 4767.185547
	Iteration 34Q: 3 clusters Score -1810171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1810180.375000 Penalty: 4767.185547
	Iteration 35Q: 3 clusters Score -1810180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1810196.000000 Penalty: 4767.185547
	Iteration 36Q: 3 clusters Score -1810196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1810207.875000 Penalty: 4767.185547
	Iteration 37Q: 3 clusters Score -1810208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1810222.125000 Penalty: 4767.185547
	Iteration 38Q: 3 clusters Score -1810222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1810237.375000 Penalty: 4767.185547
	Iteration 39Q: 3 clusters Score -1810237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1810256.125000 Penalty: 4767.185547
	Iteration 40F: 3 clusters Score -1810256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1810275.750000 Penalty: 4767.185547
	Iteration 41Q: 3 clusters Score -1810276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1810285.125000 Penalty: 4767.185547
	Iteration 42Q: 3 clusters Score -1810285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1810302.625000 Penalty: 4767.185547
	Iteration 43Q: 3 clusters Score -1810303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1810322.875000 Penalty: 4767.185547
	Iteration 44Q: 3 clusters Score -1810323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1810343.625000 Penalty: 4767.185547
	Iteration 45Q: 3 clusters Score -1810344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1810361.750000 Penalty: 4767.185547
	Iteration 46Q: 3 clusters Score -1810362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1810378.625000 Penalty: 4767.185547
	Iteration 47Q: 3 clusters Score -1810379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1810403.000000 Penalty: 4767.185547
	Iteration 48Q: 3 clusters Score -1810403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1810422.875000 Penalty: 4767.185547
	Iteration 49Q: 3 clusters Score -1810423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1810440.375000 Penalty: 4767.185547
	Iteration 50Q: 3 clusters Score -1810440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1810456.625000 Penalty: 4767.185547
	Iteration 51Q: 3 clusters Score -1810457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1810476.250000 Penalty: 4767.185547
	Iteration 52Q: 3 clusters Score -1810476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1810493.625000 Penalty: 4767.185547
	Iteration 53Q: 3 clusters Score -1810494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1810515.500000 Penalty: 4767.185547
	Iteration 54Q: 3 clusters Score -1810516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1810534.000000 Penalty: 4767.185547
	Iteration 55Q: 3 clusters Score -1810534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1810552.375000 Penalty: 4767.185547
	Iteration 56Q: 3 clusters Score -1810552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1810569.250000 Penalty: 4767.185547
	Iteration 57Q: 3 clusters Score -1810569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1810585.625000 Penalty: 4767.185547
	Iteration 58Q: 3 clusters Score -1810586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1810612.125000 Penalty: 4767.185547
	Iteration 59Q: 3 clusters Score -1810612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1810627.625000 Penalty: 4767.185547
	Iteration 60F: 3 clusters Score -1810628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1810642.125000 Penalty: 4767.185547
	Iteration 61Q: 3 clusters Score -1810642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1810662.125000 Penalty: 4767.185547
	Iteration 62Q: 3 clusters Score -1810662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1810682.000000 Penalty: 4767.185547
	Iteration 63Q: 3 clusters Score -1810682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1810698.750000 Penalty: 4767.185547
	Iteration 64Q: 3 clusters Score -1810699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1810716.250000 Penalty: 4767.185547
	Iteration 65Q: 3 clusters Score -1810716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1810726.500000 Penalty: 4767.185547
	Iteration 66Q: 3 clusters Score -1810726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1810744.625000 Penalty: 4767.185547
	Iteration 67Q: 3 clusters Score -1810745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1810761.125000 Penalty: 4767.185547
	Iteration 68Q: 3 clusters Score -1810761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1810765.750000 Penalty: 4767.185547
	Iteration 69Q: 3 clusters Score -1810766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1810772.125000 Penalty: 4767.185547
	Iteration 70Q: 3 clusters Score -1810772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1810777.125000 Penalty: 4767.185547
	Iteration 71Q: 3 clusters Score -1810777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1810789.500000 Penalty: 4767.185547
	Iteration 72Q: 3 clusters Score -1810790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1810799.875000 Penalty: 4767.185547
	Iteration 73Q: 3 clusters Score -1810800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1810815.625000 Penalty: 4767.185547
	Iteration 74Q: 3 clusters Score -1810816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1810828.375000 Penalty: 4767.185547
	Iteration 75Q: 3 clusters Score -1810828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1810832.875000 Penalty: 4767.185547
	Iteration 76Q: 3 clusters Score -1810833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1810842.875000 Penalty: 4767.185547
	Iteration 77Q: 3 clusters Score -1810843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1810856.000000 Penalty: 4767.185547
	Iteration 78Q: 3 clusters Score -1810856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1810858.500000 Penalty: 4767.185547
	Iteration 79Q: 3 clusters Score -1810858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1810863.500000 Penalty: 4767.185547
	Iteration 80F: 3 clusters Score -1810864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1810867.875000 Penalty: 4767.185547
	Iteration 81Q: 3 clusters Score -1810868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1810867.625000 Penalty: 4767.185547
	Iteration 82Q: 3 clusters Score -1810868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1810879.125000 Penalty: 4767.185547
	Iteration 83Q: 3 clusters Score -1810879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1810882.250000 Penalty: 4767.185547
	Iteration 84Q: 3 clusters Score -1810882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1810885.250000 Penalty: 4767.185547
	Iteration 85Q: 3 clusters Score -1810885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1810891.500000 Penalty: 4767.185547
	Iteration 86Q: 3 clusters Score -1810892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1810896.625000 Penalty: 4767.185547
	Iteration 87Q: 3 clusters Score -1810897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1810898.625000 Penalty: 4767.185547
	Iteration 88Q: 3 clusters Score -1810899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1810900.500000 Penalty: 4767.185547
	Iteration 89Q: 3 clusters Score -1810900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1810899.500000 Penalty: 4767.185547
	Iteration 90Q: 3 clusters Score -1810900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1810899.500000 Penalty: 4767.185547
	Iteration 91F: 3 clusters Score -1810900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Entering Unmasked Estep 
Score: -5090091.500000 Penalty: 2622.549805
	Iteration 0F: 2 clusters Score -5090092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5063766.000000 Penalty: 5245.099609
	Iteration 0F: 3 clusters Score -5063766 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5073554.500000 Penalty: 5245.099609
	Iteration 1F: 3 clusters Score -5073554 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -5074194.500000 Penalty: 5245.099609
	Iteration 2Q: 3 clusters Score -5074194 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5074840.000000 Penalty: 5245.099609
	Iteration 3Q: 3 clusters Score -5074840 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5075658.500000 Penalty: 5245.099609
	Iteration 4Q: 3 clusters Score -5075658 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -5076723.500000 Penalty: 5245.099609
	Iteration 5Q: 3 clusters Score -5076724 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5077992.500000 Penalty: 5245.099609
	Iteration 6F: 3 clusters Score -5077992 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5079416.500000 Penalty: 5245.099609
	Iteration 7F: 3 clusters Score -5079416 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5080867.000000 Penalty: 5245.099609
	Iteration 8F: 3 clusters Score -5080867 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5082100.000000 Penalty: 5245.099609
	Iteration 9F: 3 clusters Score -5082100 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5083191.500000 Penalty: 5245.099609
	Iteration 10Q: 3 clusters Score -5083192 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5084232.500000 Penalty: 5245.099609
	Iteration 11Q: 3 clusters Score -5084232 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5085388.000000 Penalty: 5245.099609
	Iteration 12Q: 3 clusters Score -5085388 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -5086660.500000 Penalty: 5245.099609
	Iteration 13Q: 3 clusters Score -5086660 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -5087784.500000 Penalty: 5245.099609
	Iteration 14Q: 3 clusters Score -5087784 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5088438.500000 Penalty: 5245.099609
	Iteration 15Q: 3 clusters Score -5088438 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -5088774.500000 Penalty: 5245.099609
	Iteration 16Q: 3 clusters Score -5088774 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5088946.000000 Penalty: 5245.099609
	Iteration 17Q: 3 clusters Score -5088946 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5089042.000000 Penalty: 5245.099609
	Iteration 18Q: 3 clusters Score -5089042 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5089077.500000 Penalty: 5245.099609
	Iteration 19Q: 3 clusters Score -5089078 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -5089134.500000 Penalty: 5245.099609
	Iteration 20F: 3 clusters Score -5089134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -5089177.000000 Penalty: 5245.099609
	Iteration 21Q: 3 clusters Score -5089177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5089223.500000 Penalty: 5245.099609
	Iteration 22Q: 3 clusters Score -5089224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -5089246.000000 Penalty: 5245.099609
	Iteration 23Q: 3 clusters Score -5089246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5089272.500000 Penalty: 5245.099609
	Iteration 24Q: 3 clusters Score -5089272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5089298.000000 Penalty: 5245.099609
	Iteration 25Q: 3 clusters Score -5089298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -5089352.500000 Penalty: 5245.099609
	Iteration 26Q: 3 clusters Score -5089352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -5089434.500000 Penalty: 5245.099609
	Iteration 27Q: 3 clusters Score -5089434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5089518.500000 Penalty: 5245.099609
	Iteration 28Q: 3 clusters Score -5089518 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -5089667.500000 Penalty: 5245.099609
	Iteration 29Q: 3 clusters Score -5089668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5089861.000000 Penalty: 5245.099609
	Iteration 30Q: 3 clusters Score -5089861 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -5090155.000000 Penalty: 5245.099609
	Iteration 31Q: 3 clusters Score -5090155 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5090336.500000 Penalty: 5245.099609
	Iteration 32Q: 3 clusters Score -5090336 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5090473.500000 Penalty: 5245.099609
	Iteration 33Q: 3 clusters Score -5090474 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -5090575.000000 Penalty: 5245.099609
	Iteration 34Q: 3 clusters Score -5090575 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5090648.000000 Penalty: 5245.099609
	Iteration 35Q: 3 clusters Score -5090648 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -5090697.000000 Penalty: 5245.099609
	Iteration 36Q: 3 clusters Score -5090697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5090734.000000 Penalty: 5245.099609
	Iteration 37Q: 3 clusters Score -5090734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -5090760.000000 Penalty: 5245.099609
	Iteration 38Q: 3 clusters Score -5090760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5090780.000000 Penalty: 5245.099609
	Iteration 39Q: 3 clusters Score -5090780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -5090852.500000 Penalty: 5245.099609
	Iteration 40F: 3 clusters Score -5090852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5090911.000000 Penalty: 5245.099609
	Iteration 41Q: 3 clusters Score -5090911 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5090932.000000 Penalty: 5245.099609
	Iteration 42Q: 3 clusters Score -5090932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5090947.500000 Penalty: 5245.099609
	Iteration 43Q: 3 clusters Score -5090948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -5090955.500000 Penalty: 5245.099609
	Iteration 44Q: 3 clusters Score -5090956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5090979.000000 Penalty: 5245.099609
	Iteration 45Q: 3 clusters Score -5090979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5090991.000000 Penalty: 5245.099609
	Iteration 46Q: 3 clusters Score -5090991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -5091010.500000 Penalty: 5245.099609
	Iteration 47Q: 3 clusters Score -5091010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5091027.500000 Penalty: 5245.099609
	Iteration 48Q: 3 clusters Score -5091028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5091024.000000 Penalty: 5245.099609
	Iteration 49Q: 3 clusters Score -5091024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5091037.500000 Penalty: 5245.099609
	Iteration 50Q: 3 clusters Score -5091038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5091034.500000 Penalty: 5245.099609
	Iteration 51Q: 3 clusters Score -5091034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -5091040.500000 Penalty: 5245.099609
	Iteration 52Q: 3 clusters Score -5091040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5091043.500000 Penalty: 5245.099609
	Iteration 53Q: 3 clusters Score -5091044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5091044.500000 Penalty: 5245.099609
	Iteration 54Q: 3 clusters Score -5091044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5091054.500000 Penalty: 5245.099609
	Iteration 55Q: 3 clusters Score -5091054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5091049.500000 Penalty: 5245.099609
	Iteration 56Q: 3 clusters Score -5091050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5091047.000000 Penalty: 5245.099609
	Iteration 57Q: 3 clusters Score -5091047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -5091044.500000 Penalty: 5245.099609
	Iteration 58Q: 3 clusters Score -5091044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5091051.000000 Penalty: 5245.099609
	Iteration 59Q: 3 clusters Score -5091051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5091050.500000 Penalty: 5245.099609
	Iteration 60F: 3 clusters Score -5091050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5091047.000000 Penalty: 5245.099609
	Iteration 61Q: 3 clusters Score -5091047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5091047.000000 Penalty: 5245.099609
	Iteration 62Q: 3 clusters Score -5091047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5091044.500000 Penalty: 5245.099609
	Iteration 63Q: 3 clusters Score -5091044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5091041.000000 Penalty: 5245.099609
	Iteration 64Q: 3 clusters Score -5091041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5091046.500000 Penalty: 5245.099609
	Iteration 65Q: 3 clusters Score -5091046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5091047.000000 Penalty: 5245.099609
	Iteration 66Q: 3 clusters Score -5091047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5091047.000000 Penalty: 5245.099609
	Iteration 67F: 3 clusters Score -5091047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 52180 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 14932 members 
Mstep: Class 9 contains 23819 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348710 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 63161 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 58317 members 
Mstep: Class 23 contains 18397 members 
Mstep: Class 24 contains 44028 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14153 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 10158 members 
Mstep: Class 31 contains 4855 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 15317 members 
Entering Unmasked Estep 
Score: -104947512.000000 Penalty: 115018.523438
Splitting cluster 9 changes total score from -104947440.000000 to -104947512.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101731.328125 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101731.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102119.609375 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102119.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102356.523438 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102356.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102632.679688 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -102632.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103009.460938 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -103009.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103290.203125 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -103290.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103512.914062 Penalty: 3393.441406
	Iteration 6F: 3 clusters Score -103512.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103766.273438 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -103766.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103967.429688 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103967.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104049.398438 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -104049.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104098.507812 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -104098.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104137.687500 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -104137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104147.640625 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -104147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104161.250000 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -104161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104170.531250 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -104170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104182.335938 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -104182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104188.609375 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -104188.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104191.203125 Penalty: 3393.441406
	Iteration 17F: 3 clusters Score -104191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104204.507812 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -104204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104214.351562 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -104214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104220.625000 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -104220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104230.187500 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -104230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104231.078125 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -104231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104232.929688 Penalty: 3393.441406
	Iteration 23Q: 3 clusters Score -104232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104242.898438 Penalty: 3393.441406
	Iteration 24Q: 3 clusters Score -104242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104248.851562 Penalty: 3393.441406
	Iteration 25Q: 3 clusters Score -104248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104270.210938 Penalty: 3393.441406
	Iteration 26Q: 3 clusters Score -104270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104302.507812 Penalty: 3393.441406
	Iteration 27Q: 3 clusters Score -104302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104388.929688 Penalty: 3393.441406
	Iteration 28Q: 3 clusters Score -104388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104588.851562 Penalty: 3393.441406
	Iteration 29Q: 3 clusters Score -104588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -104706.875000 Penalty: 3393.441406
	Iteration 30Q: 3 clusters Score -104706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104768.484375 Penalty: 3393.441406
	Iteration 31Q: 3 clusters Score -104768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104780.937500 Penalty: 3393.441406
	Iteration 32Q: 3 clusters Score -104780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104780.937500 Penalty: 3393.441406
	Iteration 33F: 3 clusters Score -104780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 52180 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 14932 members 
Mstep: Class 9 contains 23819 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348710 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 63161 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 58317 members 
Mstep: Class 23 contains 18397 members 
Mstep: Class 24 contains 44028 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14153 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 10158 members 
Mstep: Class 31 contains 4855 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 15317 members 
Mstep: Class 35 contains 432 members 
Entering Unmasked Estep 
Score: -104947008.000000 Penalty: 118401.421875
Splitting cluster 10 changes total score from -104947440.000000 to -104947008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39210.003906 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39448.050781 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39448.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39682.566406 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39682.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39874.945312 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -39874.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39999.664062 Penalty: 2966.781494
	Iteration 4F: 3 clusters Score -39999.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40121.726562 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -40121.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40168.535156 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -40168.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40191.589844 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -40191.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40209.386719 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -40209.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40221.921875 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -40221.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40237.292969 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -40237.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40258.722656 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -40258.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40276.253906 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -40276.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40278.078125 Penalty: 2966.781494
	Iteration 13F: 3 clusters Score -40278.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40283.136719 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -40283.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40292.742188 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -40292.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40299.074219 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -40299.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40305.738281 Penalty: 2966.781494
	Iteration 17Q: 3 clusters Score -40305.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40312.781250 Penalty: 2966.781494
	Iteration 18Q: 3 clusters Score -40312.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40319.093750 Penalty: 2966.781494
	Iteration 19Q: 3 clusters Score -40319.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40326.476562 Penalty: 2966.781494
	Iteration 20F: 3 clusters Score -40326.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -221752.703125 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -221752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219257.234375 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -219257.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219708.890625 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -219708.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219837.578125 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -219837.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219906.609375 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -219906.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219969.281250 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -219969.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -220019.906250 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -220019.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -220053.281250 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -220053.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220083.406250 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -220083.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -220134.593750 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -220134.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -220192.890625 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -220192.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -220288.953125 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -220289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -220407.296875 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -220407.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220459.562500 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -220459.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220495.750000 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -220495.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220514.765625 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -220514.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -220534.015625 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -220534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220546.812500 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -220546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220557.421875 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -220557.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220574.546875 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -220574.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220596.781250 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -220596.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220629.671875 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -220629.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -220663.218750 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -220663.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220699.890625 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -220699.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220726.593750 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -220726.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220743.421875 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -220743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -220754.953125 Penalty: 3715.579346
	Iteration 25Q: 3 clusters Score -220755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220765.984375 Penalty: 3715.579346
	Iteration 26Q: 3 clusters Score -220766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220775.765625 Penalty: 3715.579346
	Iteration 27Q: 3 clusters Score -220775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220782.078125 Penalty: 3715.579346
	Iteration 28Q: 3 clusters Score -220782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220790.781250 Penalty: 3715.579346
	Iteration 29Q: 3 clusters Score -220790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220798.546875 Penalty: 3715.579346
	Iteration 30Q: 3 clusters Score -220798.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -220810.000000 Penalty: 3715.579346
	Iteration 31Q: 3 clusters Score -220810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220818.390625 Penalty: 3715.579346
	Iteration 32Q: 3 clusters Score -220818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220825.812500 Penalty: 3715.579346
	Iteration 33Q: 3 clusters Score -220825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220832.234375 Penalty: 3715.579346
	Iteration 34Q: 3 clusters Score -220832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220836.734375 Penalty: 3715.579346
	Iteration 35Q: 3 clusters Score -220836.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -220847.562500 Penalty: 3715.579346
	Iteration 36Q: 3 clusters Score -220847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220859.328125 Penalty: 3715.579346
	Iteration 37Q: 3 clusters Score -220859.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -220875.421875 Penalty: 3715.579346
	Iteration 38Q: 3 clusters Score -220875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -220882.140625 Penalty: 3715.579346
	Iteration 39Q: 3 clusters Score -220882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220893.140625 Penalty: 3715.579346
	Iteration 40F: 3 clusters Score -220893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220906.421875 Penalty: 3715.579346
	Iteration 41Q: 3 clusters Score -220906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220916.171875 Penalty: 3715.579346
	Iteration 42Q: 3 clusters Score -220916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220923.343750 Penalty: 3715.579346
	Iteration 43Q: 3 clusters Score -220923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220934.593750 Penalty: 3715.579346
	Iteration 44Q: 3 clusters Score -220934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220943.921875 Penalty: 3715.579346
	Iteration 45Q: 3 clusters Score -220943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220947.906250 Penalty: 3715.579346
	Iteration 46Q: 3 clusters Score -220947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -220952.984375 Penalty: 3715.579346
	Iteration 47Q: 3 clusters Score -220953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220956.109375 Penalty: 3715.579346
	Iteration 48Q: 3 clusters Score -220956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -220963.218750 Penalty: 3715.579346
	Iteration 49Q: 3 clusters Score -220963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220971.593750 Penalty: 3715.579346
	Iteration 50Q: 3 clusters Score -220971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -220981.296875 Penalty: 3715.579346
	Iteration 51Q: 3 clusters Score -220981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220991.187500 Penalty: 3715.579346
	Iteration 52Q: 3 clusters Score -220991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -221007.375000 Penalty: 3715.579346
	Iteration 53Q: 3 clusters Score -221007.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -221019.187500 Penalty: 3715.579346
	Iteration 54Q: 3 clusters Score -221019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -221029.625000 Penalty: 3715.579346
	Iteration 55Q: 3 clusters Score -221029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -221043.265625 Penalty: 3715.579346
	Iteration 56Q: 3 clusters Score -221043.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -221061.843750 Penalty: 3715.579346
	Iteration 57Q: 3 clusters Score -221061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221077.562500 Penalty: 3715.579346
	Iteration 58Q: 3 clusters Score -221077.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221095.703125 Penalty: 3715.579346
	Iteration 59Q: 3 clusters Score -221095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221110.359375 Penalty: 3715.579346
	Iteration 60F: 3 clusters Score -221110.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221145.437500 Penalty: 3715.579346
	Iteration 61Q: 3 clusters Score -221145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -221190.046875 Penalty: 3715.579346
	Iteration 62Q: 3 clusters Score -221190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221221.500000 Penalty: 3715.579346
	Iteration 63Q: 3 clusters Score -221221.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221277.578125 Penalty: 3715.579346
	Iteration 64Q: 3 clusters Score -221277.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -221318.031250 Penalty: 3715.579346
	Iteration 65Q: 3 clusters Score -221318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -221343.703125 Penalty: 3715.579346
	Iteration 66Q: 3 clusters Score -221343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -221347.671875 Penalty: 3715.579346
	Iteration 67Q: 3 clusters Score -221347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -221352.296875 Penalty: 3715.579346
	Iteration 68Q: 3 clusters Score -221352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -221355.171875 Penalty: 3715.579346
	Iteration 69Q: 3 clusters Score -221355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -221356.515625 Penalty: 3715.579346
	Iteration 70Q: 3 clusters Score -221356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -221356.515625 Penalty: 3715.579346
	Iteration 71F: 3 clusters Score -221356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -125916.234375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -125916.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123819.546875 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -123819.5 nChanged 415
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: -124475.187500 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -124475.2 nChanged 149
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: -124822.882812 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -124822.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125104.531250 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -125104.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125277.328125 Penalty: 3569.184814
	Iteration 4F: 3 clusters Score -125277.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125388.453125 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -125388.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125445.054688 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -125445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125490.273438 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -125490.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -125520.679688 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -125520.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125545.085938 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -125545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -125583.960938 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -125584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -125608.492188 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -125608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -125628.382812 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -125628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -125634.187500 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -125634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125646.476562 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -125646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -125653.375000 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -125653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -125655.695312 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -125655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -125657.281250 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -125657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -125661.203125 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -125661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -125665.765625 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -125665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -125669.789062 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -125669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -125672.210938 Penalty: 3569.184814
	Iteration 21Q: 3 clusters Score -125672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -125677.296875 Penalty: 3569.184814
	Iteration 22Q: 3 clusters Score -125677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125678.664062 Penalty: 3569.184814
	Iteration 23Q: 3 clusters Score -125678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125678.664062 Penalty: 3569.184814
	Iteration 24F: 3 clusters Score -125678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (348710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348710 members 
Entering Unmasked Estep 
Score: -45181880.000000 Penalty: 3164.975098
	Iteration 0F: 2 clusters Score -4.518188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174794 members 
Mstep: Class 2 contains 173916 members 
Entering Unmasked Estep 
Score: -44973036.000000 Penalty: 6329.950195
	Iteration 0F: 3 clusters Score -4.497304e+07 nChanged 169059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -45074244.000000 Penalty: 6329.950195
	Iteration 1F: 3 clusters Score -4.507424e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Mstep: Class 2 contains 157668 members 
Entering Unmasked Estep 
Score: -45076020.000000 Penalty: 6329.950195
	Iteration 2Q: 3 clusters Score -4.507602e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199980 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -45079192.000000 Penalty: 6329.950195
	Iteration 3Q: 3 clusters Score -4.507919e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212522 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -45084456.000000 Penalty: 6329.950195
	Iteration 4Q: 3 clusters Score -4.508446e+07 nChanged 20085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228293 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -45092856.000000 Penalty: 6329.950195
	Iteration 5F: 3 clusters Score -4.509286e+07 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244850 members 
Mstep: Class 2 contains 103860 members 
Entering Unmasked Estep 
Score: -45105252.000000 Penalty: 6329.950195
	Iteration 6F: 3 clusters Score -4.510525e+07 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258288 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -45120256.000000 Penalty: 6329.950195
	Iteration 7F: 3 clusters Score -4.512026e+07 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265113 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -45132004.000000 Penalty: 6329.950195
	Iteration 8F: 3 clusters Score -4.5132e+07 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266442 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -45138548.000000 Penalty: 6329.950195
	Iteration 9Q: 3 clusters Score -4.513855e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265545 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -45140200.000000 Penalty: 6329.950195
	Iteration 10Q: 3 clusters Score -4.51402e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264280 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -45140384.000000 Penalty: 6329.950195
	Iteration 11Q: 3 clusters Score -4.514038e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262795 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -45140364.000000 Penalty: 6329.950195
	Iteration 12Q: 3 clusters Score -4.514036e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261165 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -45140248.000000 Penalty: 6329.950195
	Iteration 13Q: 3 clusters Score -4.514025e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259381 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -45140052.000000 Penalty: 6329.950195
	Iteration 14Q: 3 clusters Score -4.514005e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257307 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -45139552.000000 Penalty: 6329.950195
	Iteration 15Q: 3 clusters Score -4.513955e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254997 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -45139268.000000 Penalty: 6329.950195
	Iteration 16Q: 3 clusters Score -4.513927e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252412 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -45139196.000000 Penalty: 6329.950195
	Iteration 17Q: 3 clusters Score -4.51392e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249595 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -45139176.000000 Penalty: 6329.950195
	Iteration 18Q: 3 clusters Score -4.513918e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246560 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -45139028.000000 Penalty: 6329.950195
	Iteration 19Q: 3 clusters Score -4.513903e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243352 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -45138872.000000 Penalty: 6329.950195
	Iteration 20F: 3 clusters Score -4.513887e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239966 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -45138572.000000 Penalty: 6329.950195
	Iteration 21Q: 3 clusters Score -4.513857e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236329 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -45138812.000000 Penalty: 6329.950195
	Iteration 22Q: 3 clusters Score -4.513881e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232590 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -45138952.000000 Penalty: 6329.950195
	Iteration 23Q: 3 clusters Score -4.513895e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228695 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -45139168.000000 Penalty: 6329.950195
	Iteration 24Q: 3 clusters Score -4.513917e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224716 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -45139536.000000 Penalty: 6329.950195
	Iteration 25Q: 3 clusters Score -4.513954e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220681 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -45139872.000000 Penalty: 6329.950195
	Iteration 26Q: 3 clusters Score -4.513987e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216656 members 
Mstep: Class 2 contains 132054 members 
Entering Unmasked Estep 
Score: -45140272.000000 Penalty: 6329.950195
	Iteration 27Q: 3 clusters Score -4.514027e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212640 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -45140700.000000 Penalty: 6329.950195
	Iteration 28Q: 3 clusters Score -4.51407e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208800 members 
Mstep: Class 2 contains 139910 members 
Entering Unmasked Estep 
Score: -45141160.000000 Penalty: 6329.950195
	Iteration 29Q: 3 clusters Score -4.514116e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -45141364.000000 Penalty: 6329.950195
	Iteration 30Q: 3 clusters Score -4.514136e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202402 members 
Mstep: Class 2 contains 146308 members 
Entering Unmasked Estep 
Score: -45141284.000000 Penalty: 6329.950195
	Iteration 31Q: 3 clusters Score -4.514128e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199606 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -45141648.000000 Penalty: 6329.950195
	Iteration 32Q: 3 clusters Score -4.514165e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196995 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -45141864.000000 Penalty: 6329.950195
	Iteration 33Q: 3 clusters Score -4.514186e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194555 members 
Mstep: Class 2 contains 154155 members 
Entering Unmasked Estep 
Score: -45141904.000000 Penalty: 6329.950195
	Iteration 34Q: 3 clusters Score -4.51419e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192293 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -45141884.000000 Penalty: 6329.950195
	Iteration 35Q: 3 clusters Score -4.514188e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190214 members 
Mstep: Class 2 contains 158496 members 
Entering Unmasked Estep 
Score: -45142048.000000 Penalty: 6329.950195
	Iteration 36Q: 3 clusters Score -4.514205e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 160442 members 
Entering Unmasked Estep 
Score: -45142304.000000 Penalty: 6329.950195
	Iteration 37Q: 3 clusters Score -4.51423e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186504 members 
Mstep: Class 2 contains 162206 members 
Entering Unmasked Estep 
Score: -45142464.000000 Penalty: 6329.950195
	Iteration 38Q: 3 clusters Score -4.514246e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184824 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -45142528.000000 Penalty: 6329.950195
	Iteration 39Q: 3 clusters Score -4.514253e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -45142584.000000 Penalty: 6329.950195
	Iteration 40F: 3 clusters Score -4.514258e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -45142524.000000 Penalty: 6329.950195
	Iteration 41Q: 3 clusters Score -4.514252e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180586 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -45142528.000000 Penalty: 6329.950195
	Iteration 42Q: 3 clusters Score -4.514253e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -45142628.000000 Penalty: 6329.950195
	Iteration 43Q: 3 clusters Score -4.514263e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -45142484.000000 Penalty: 6329.950195
	Iteration 44Q: 3 clusters Score -4.514248e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -45142620.000000 Penalty: 6329.950195
	Iteration 45Q: 3 clusters Score -4.514262e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175036 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -45142772.000000 Penalty: 6329.950195
	Iteration 46Q: 3 clusters Score -4.514277e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 175272 members 
Entering Unmasked Estep 
Score: -45142740.000000 Penalty: 6329.950195
	Iteration 47Q: 3 clusters Score -4.514274e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -45142836.000000 Penalty: 6329.950195
	Iteration 48Q: 3 clusters Score -4.514284e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 178926 members 
Entering Unmasked Estep 
Score: -45143308.000000 Penalty: 6329.950195
	Iteration 49Q: 3 clusters Score -4.514331e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167785 members 
Mstep: Class 2 contains 180925 members 
Entering Unmasked Estep 
Score: -45143688.000000 Penalty: 6329.950195
	Iteration 50Q: 3 clusters Score -4.514369e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -45143892.000000 Penalty: 6329.950195
	Iteration 51Q: 3 clusters Score -4.514389e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 185773 members 
Entering Unmasked Estep 
Score: -45144004.000000 Penalty: 6329.950195
	Iteration 52Q: 3 clusters Score -4.5144e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -45144216.000000 Penalty: 6329.950195
	Iteration 53Q: 3 clusters Score -4.514422e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 192615 members 
Entering Unmasked Estep 
Score: -45144336.000000 Penalty: 6329.950195
	Iteration 54Q: 3 clusters Score -4.514434e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 197189 members 
Entering Unmasked Estep 
Score: -45144744.000000 Penalty: 6329.950195
	Iteration 55Q: 3 clusters Score -4.514474e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 202414 members 
Entering Unmasked Estep 
Score: -45145396.000000 Penalty: 6329.950195
	Iteration 56Q: 3 clusters Score -4.51454e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 208387 members 
Entering Unmasked Estep 
Score: -45145840.000000 Penalty: 6329.950195
	Iteration 57Q: 3 clusters Score -4.514584e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133246 members 
Mstep: Class 2 contains 215464 members 
Entering Unmasked Estep 
Score: -45146156.000000 Penalty: 6329.950195
	Iteration 58Q: 3 clusters Score -4.514616e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 223782 members 
Entering Unmasked Estep 
Score: -45147176.000000 Penalty: 6329.950195
	Iteration 59Q: 3 clusters Score -4.514718e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115461 members 
Mstep: Class 2 contains 233249 members 
Entering Unmasked Estep 
Score: -45147792.000000 Penalty: 6329.950195
	Iteration 60F: 3 clusters Score -4.514779e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 243804 members 
Entering Unmasked Estep 
Score: -45149192.000000 Penalty: 6329.950195
	Iteration 61Q: 3 clusters Score -4.514919e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 254727 members 
Entering Unmasked Estep 
Score: -45150356.000000 Penalty: 6329.950195
	Iteration 62Q: 3 clusters Score -4.515036e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 265832 members 
Entering Unmasked Estep 
Score: -45151976.000000 Penalty: 6329.950195
	Iteration 63Q: 3 clusters Score -4.515198e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 276796 members 
Entering Unmasked Estep 
Score: -45153744.000000 Penalty: 6329.950195
	Iteration 64Q: 3 clusters Score -4.515374e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 287284 members 
Entering Unmasked Estep 
Score: -45155840.000000 Penalty: 6329.950195
	Iteration 65Q: 3 clusters Score -4.515584e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 297152 members 
Entering Unmasked Estep 
Score: -45157776.000000 Penalty: 6329.950195
	Iteration 66Q: 3 clusters Score -4.515778e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 306082 members 
Entering Unmasked Estep 
Score: -45159460.000000 Penalty: 6329.950195
	Iteration 67Q: 3 clusters Score -4.515946e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 313945 members 
Entering Unmasked Estep 
Score: -45161716.000000 Penalty: 6329.950195
	Iteration 68Q: 3 clusters Score -4.516172e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 320923 members 
Entering Unmasked Estep 
Score: -45164116.000000 Penalty: 6329.950195
	Iteration 69Q: 3 clusters Score -4.516412e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 326972 members 
Entering Unmasked Estep 
Score: -45166196.000000 Penalty: 6329.950195
	Iteration 70Q: 3 clusters Score -4.51662e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 332129 members 
Entering Unmasked Estep 
Score: -45169476.000000 Penalty: 6329.950195
	Iteration 71Q: 3 clusters Score -4.516948e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 336457 members 
Entering Unmasked Estep 
Score: -45172060.000000 Penalty: 6329.950195
	Iteration 72Q: 3 clusters Score -4.517206e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 339898 members 
Entering Unmasked Estep 
Score: -45173660.000000 Penalty: 6329.950195
	Iteration 73Q: 3 clusters Score -4.517366e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 342535 members 
Entering Unmasked Estep 
Score: -45175032.000000 Penalty: 6329.950195
	Iteration 74Q: 3 clusters Score -4.517503e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 344447 members 
Entering Unmasked Estep 
Score: -45176316.000000 Penalty: 6329.950195
	Iteration 75Q: 3 clusters Score -4.517632e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 345728 members 
Entering Unmasked Estep 
Score: -45177540.000000 Penalty: 6329.950195
	Iteration 76Q: 3 clusters Score -4.517754e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 346579 members 
Entering Unmasked Estep 
Score: -45178392.000000 Penalty: 6329.950195
	Iteration 77Q: 3 clusters Score -4.517839e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 347070 members 
Entering Unmasked Estep 
Score: -45178656.000000 Penalty: 6329.950195
	Iteration 78Q: 3 clusters Score -4.517866e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 347371 members 
Entering Unmasked Estep 
Score: -45178804.000000 Penalty: 6329.950195
	Iteration 79Q: 3 clusters Score -4.51788e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 347552 members 
Entering Unmasked Estep 
Score: -45179020.000000 Penalty: 6329.950195
	Iteration 80F: 3 clusters Score -4.517902e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 347675 members 
Entering Unmasked Estep 
Score: -45179072.000000 Penalty: 6329.950195
	Iteration 81Q: 3 clusters Score -4.517907e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 347767 members 
Entering Unmasked Estep 
Score: -45179080.000000 Penalty: 6329.950195
	Iteration 82Q: 3 clusters Score -4.517908e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 347822 members 
Entering Unmasked Estep 
Score: -45179064.000000 Penalty: 6329.950195
	Iteration 83Q: 3 clusters Score -4.517906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 347873 members 
Entering Unmasked Estep 
Score: -45179140.000000 Penalty: 6329.950195
	Iteration 84Q: 3 clusters Score -4.517914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 347904 members 
Entering Unmasked Estep 
Score: -45179188.000000 Penalty: 6329.950195
	Iteration 85Q: 3 clusters Score -4.517919e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 347924 members 
Entering Unmasked Estep 
Score: -45179212.000000 Penalty: 6329.950195
	Iteration 86Q: 3 clusters Score -4.517921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 347948 members 
Entering Unmasked Estep 
Score: -45179200.000000 Penalty: 6329.950195
	Iteration 87Q: 3 clusters Score -4.51792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 347966 members 
Entering Unmasked Estep 
Score: -45179216.000000 Penalty: 6329.950195
	Iteration 88Q: 3 clusters Score -4.517922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 347979 members 
Entering Unmasked Estep 
Score: -45179244.000000 Penalty: 6329.950195
	Iteration 89Q: 3 clusters Score -4.517924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 347985 members 
Entering Unmasked Estep 
Score: -45179204.000000 Penalty: 6329.950195
	Iteration 90Q: 3 clusters Score -4.51792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 347993 members 
Entering Unmasked Estep 
Score: -45179224.000000 Penalty: 6329.950195
	Iteration 91Q: 3 clusters Score -4.517922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 348003 members 
Entering Unmasked Estep 
Score: -45179236.000000 Penalty: 6329.950195
	Iteration 92Q: 3 clusters Score -4.517924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 348010 members 
Entering Unmasked Estep 
Score: -45179228.000000 Penalty: 6329.950195
	Iteration 93Q: 3 clusters Score -4.517923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 348017 members 
Entering Unmasked Estep 
Score: -45179232.000000 Penalty: 6329.950195
	Iteration 94Q: 3 clusters Score -4.517923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 348022 members 
Entering Unmasked Estep 
Score: -45179228.000000 Penalty: 6329.950195
	Iteration 95Q: 3 clusters Score -4.517923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 348025 members 
Entering Unmasked Estep 
Score: -45179236.000000 Penalty: 6329.950195
	Iteration 96Q: 3 clusters Score -4.517924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 348026 members 
Entering Unmasked Estep 
Score: -45179236.000000 Penalty: 6329.950195
	Iteration 97Q: 3 clusters Score -4.517924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 348026 members 
Entering Unmasked Estep 
Score: -45179256.000000 Penalty: 6329.950195
	Iteration 98Q: 3 clusters Score -4.517926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 348028 members 
Entering Unmasked Estep 
Score: -45179244.000000 Penalty: 6329.950195
	Iteration 99Q: 3 clusters Score -4.517924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 348030 members 
Entering Unmasked Estep 
Score: -45179256.000000 Penalty: 6329.950195
	Iteration 100F: 3 clusters Score -4.517926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 348031 members 
Entering Unmasked Estep 
Score: -45179240.000000 Penalty: 6329.950195
	Iteration 101Q: 3 clusters Score -4.517924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 348031 members 
Entering Unmasked Estep 
Score: -45179248.000000 Penalty: 6329.950195
	Iteration 102Q: 3 clusters Score -4.517925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 348031 members 
Entering Unmasked Estep 
Score: -45179248.000000 Penalty: 6329.950195
	Iteration 103F: 3 clusters Score -4.517925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Entering Unmasked Estep 
Score: -1183321.875000 Penalty: 2272.485840
	Iteration 0F: 2 clusters Score -1183322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1175904.000000 Penalty: 4544.971680
	Iteration 0F: 3 clusters Score -1175904 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1178051.625000 Penalty: 4544.971680
	Iteration 1F: 3 clusters Score -1178052 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1178440.000000 Penalty: 4544.971680
	Iteration 2F: 3 clusters Score -1178440 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1178809.625000 Penalty: 4544.971680
	Iteration 3F: 3 clusters Score -1178810 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1179252.875000 Penalty: 4544.971680
	Iteration 4F: 3 clusters Score -1179253 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1179766.250000 Penalty: 4544.971680
	Iteration 5F: 3 clusters Score -1179766 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1180305.625000 Penalty: 4544.971680
	Iteration 6F: 3 clusters Score -1180306 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1180866.000000 Penalty: 4544.971680
	Iteration 7F: 3 clusters Score -1180866 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1181333.625000 Penalty: 4544.971680
	Iteration 8F: 3 clusters Score -1181334 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1181672.625000 Penalty: 4544.971680
	Iteration 9Q: 3 clusters Score -1181673 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1181917.375000 Penalty: 4544.971680
	Iteration 10Q: 3 clusters Score -1181917 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1182049.125000 Penalty: 4544.971680
	Iteration 11Q: 3 clusters Score -1182049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1182129.375000 Penalty: 4544.971680
	Iteration 12Q: 3 clusters Score -1182129 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1182182.875000 Penalty: 4544.971680
	Iteration 13Q: 3 clusters Score -1182183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1182216.375000 Penalty: 4544.971680
	Iteration 14Q: 3 clusters Score -1182216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1182241.375000 Penalty: 4544.971680
	Iteration 15Q: 3 clusters Score -1182241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1182257.250000 Penalty: 4544.971680
	Iteration 16Q: 3 clusters Score -1182257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1182274.875000 Penalty: 4544.971680
	Iteration 17Q: 3 clusters Score -1182275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1182291.000000 Penalty: 4544.971680
	Iteration 18Q: 3 clusters Score -1182291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1182308.875000 Penalty: 4544.971680
	Iteration 19Q: 3 clusters Score -1182309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1182327.625000 Penalty: 4544.971680
	Iteration 20F: 3 clusters Score -1182328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1182347.125000 Penalty: 4544.971680
	Iteration 21Q: 3 clusters Score -1182347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1182361.125000 Penalty: 4544.971680
	Iteration 22Q: 3 clusters Score -1182361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1182373.375000 Penalty: 4544.971680
	Iteration 23Q: 3 clusters Score -1182373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1182382.250000 Penalty: 4544.971680
	Iteration 24Q: 3 clusters Score -1182382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1182385.750000 Penalty: 4544.971680
	Iteration 25Q: 3 clusters Score -1182386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1182390.875000 Penalty: 4544.971680
	Iteration 26Q: 3 clusters Score -1182391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1182396.000000 Penalty: 4544.971680
	Iteration 27Q: 3 clusters Score -1182396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1182402.625000 Penalty: 4544.971680
	Iteration 28Q: 3 clusters Score -1182403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1182401.125000 Penalty: 4544.971680
	Iteration 29Q: 3 clusters Score -1182401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1182402.000000 Penalty: 4544.971680
	Iteration 30Q: 3 clusters Score -1182402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1182399.250000 Penalty: 4544.971680
	Iteration 31Q: 3 clusters Score -1182399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1182400.000000 Penalty: 4544.971680
	Iteration 32Q: 3 clusters Score -1182400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1182402.250000 Penalty: 4544.971680
	Iteration 33Q: 3 clusters Score -1182402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1182403.500000 Penalty: 4544.971680
	Iteration 34Q: 3 clusters Score -1182404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1182404.875000 Penalty: 4544.971680
	Iteration 35Q: 3 clusters Score -1182405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1182404.375000 Penalty: 4544.971680
	Iteration 36Q: 3 clusters Score -1182404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1182408.375000 Penalty: 4544.971680
	Iteration 37Q: 3 clusters Score -1182408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1182409.875000 Penalty: 4544.971680
	Iteration 38Q: 3 clusters Score -1182410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1182411.500000 Penalty: 4544.971680
	Iteration 39Q: 3 clusters Score -1182412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1182410.375000 Penalty: 4544.971680
	Iteration 40F: 3 clusters Score -1182410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1182410.375000 Penalty: 4544.971680
	Iteration 41Q: 3 clusters Score -1182410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1182409.500000 Penalty: 4544.971680
	Iteration 42Q: 3 clusters Score -1182410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1182412.125000 Penalty: 4544.971680
	Iteration 43Q: 3 clusters Score -1182412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1182413.000000 Penalty: 4544.971680
	Iteration 44Q: 3 clusters Score -1182413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1182411.750000 Penalty: 4544.971680
	Iteration 45Q: 3 clusters Score -1182412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1182411.625000 Penalty: 4544.971680
	Iteration 46Q: 3 clusters Score -1182412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1182415.750000 Penalty: 4544.971680
	Iteration 47Q: 3 clusters Score -1182416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1182414.750000 Penalty: 4544.971680
	Iteration 48Q: 3 clusters Score -1182415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1182415.125000 Penalty: 4544.971680
	Iteration 49Q: 3 clusters Score -1182415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1182414.000000 Penalty: 4544.971680
	Iteration 50Q: 3 clusters Score -1182414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1182416.000000 Penalty: 4544.971680
	Iteration 51Q: 3 clusters Score -1182416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1182417.375000 Penalty: 4544.971680
	Iteration 52Q: 3 clusters Score -1182417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1182417.000000 Penalty: 4544.971680
	Iteration 53Q: 3 clusters Score -1182417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1182419.625000 Penalty: 4544.971680
	Iteration 54Q: 3 clusters Score -1182420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1182423.250000 Penalty: 4544.971680
	Iteration 55Q: 3 clusters Score -1182423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1182426.125000 Penalty: 4544.971680
	Iteration 56Q: 3 clusters Score -1182426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1182425.125000 Penalty: 4544.971680
	Iteration 57Q: 3 clusters Score -1182425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1182425.125000 Penalty: 4544.971680
	Iteration 58F: 3 clusters Score -1182425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Entering Unmasked Estep 
Score: -8175519.500000 Penalty: 2741.253662
	Iteration 0F: 2 clusters Score -8175520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8132954.500000 Penalty: 5482.507324
	Iteration 0F: 3 clusters Score -8132954 nChanged 29492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -8149678.000000 Penalty: 5482.507324
	Iteration 1F: 3 clusters Score -8149678 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -8150222.000000 Penalty: 5482.507324
	Iteration 2Q: 3 clusters Score -8150222 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -8150945.500000 Penalty: 5482.507324
	Iteration 3Q: 3 clusters Score -8150946 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -8151729.000000 Penalty: 5482.507324
	Iteration 4Q: 3 clusters Score -8151729 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -8152855.000000 Penalty: 5482.507324
	Iteration 5Q: 3 clusters Score -8152855 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -8154305.500000 Penalty: 5482.507324
	Iteration 6Q: 3 clusters Score -8154306 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8156404.500000 Penalty: 5482.507324
	Iteration 7F: 3 clusters Score -8156404 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8158879.500000 Penalty: 5482.507324
	Iteration 8F: 3 clusters Score -8158880 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -8161747.500000 Penalty: 5482.507324
	Iteration 9F: 3 clusters Score -8161748 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -8164315.500000 Penalty: 5482.507324
	Iteration 10F: 3 clusters Score -8164316 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -8166460.000000 Penalty: 5482.507324
	Iteration 11Q: 3 clusters Score -8166460 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8167935.000000 Penalty: 5482.507324
	Iteration 12Q: 3 clusters Score -8167935 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -8168667.500000 Penalty: 5482.507324
	Iteration 13Q: 3 clusters Score -8168668 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8169161.000000 Penalty: 5482.507324
	Iteration 14Q: 3 clusters Score -8169161 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -8169504.500000 Penalty: 5482.507324
	Iteration 15Q: 3 clusters Score -8169504 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -8169735.500000 Penalty: 5482.507324
	Iteration 16Q: 3 clusters Score -8169736 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -8169977.000000 Penalty: 5482.507324
	Iteration 17Q: 3 clusters Score -8169977 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -8170150.500000 Penalty: 5482.507324
	Iteration 18Q: 3 clusters Score -8170150 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -8170335.500000 Penalty: 5482.507324
	Iteration 19Q: 3 clusters Score -8170336 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -8170451.500000 Penalty: 5482.507324
	Iteration 20F: 3 clusters Score -8170452 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -8170587.000000 Penalty: 5482.507324
	Iteration 21Q: 3 clusters Score -8170587 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -8170710.000000 Penalty: 5482.507324
	Iteration 22Q: 3 clusters Score -8170710 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8170843.000000 Penalty: 5482.507324
	Iteration 23Q: 3 clusters Score -8170843 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8170935 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8171024 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8171114 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8171172 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8171230 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8171250 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8171281 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8171298 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8171335 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8171379 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8171394 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8171434 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8171460 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8171490 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8171513.500000 Penalty: 5482.507324
	Iteration 38Q: 3 clusters Score -8171514 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8171530 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8171554.500000 Penalty: 5482.507324
	Iteration 40F: 3 clusters Score -8171554 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8171590 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8171590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8171596 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8171620.500000 Penalty: 5482.507324
	Iteration 44Q: 3 clusters Score -8171620 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8171654 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8171716.000000 Penalty: 5482.507324
	Iteration 46Q: 3 clusters Score -8171716 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8171726 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8171778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8171835 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8171881 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8171942.500000 Penalty: 5482.507324
	Iteration 51Q: 3 clusters Score -8171942 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8172015 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8172040 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8172071 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8172124.000000 Penalty: 5482.507324
	Iteration 55Q: 3 clusters Score -8172124 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8172177.000000 Penalty: 5482.507324
	Iteration 56Q: 3 clusters Score -8172177 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8172203 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8172252 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8172297 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8172341.500000 Penalty: 5482.507324
	Iteration 60F: 3 clusters Score -8172342 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8172392 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8172427 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8172469 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8172488 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8172556 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8172627 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8172656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8172679 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8172739.500000 Penalty: 5482.507324
	Iteration 69Q: 3 clusters Score -8172740 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8172796 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8172828.000000 Penalty: 5482.507324
	Iteration 71Q: 3 clusters Score -8172828 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8172856 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8172904.500000 Penalty: 5482.507324
	Iteration 73Q: 3 clusters Score -8172904 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8172926.000000 Penalty: 5482.507324
	Iteration 74Q: 3 clusters Score -8172926 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8172963.500000 Penalty: 5482.507324
	Iteration 75Q: 3 clusters Score -8172964 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8172994.000000 Penalty: 5482.507324
	Iteration 76Q: 3 clusters Score -8172994 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8173015.500000 Penalty: 5482.507324
	Iteration 77Q: 3 clusters Score -8173016 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8173020 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8173026 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8173049.500000 Penalty: 5482.507324
	Iteration 80F: 3 clusters Score -8173050 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8173058.500000 Penalty: 5482.507324
	Iteration 81Q: 3 clusters Score -8173058 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8173076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8173071.500000 Penalty: 5482.507324
	Iteration 83Q: 3 clusters Score -8173072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8173073.500000 Penalty: 5482.507324
	Iteration 84Q: 3 clusters Score -8173074 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8173082.500000 Penalty: 5482.507324
	Iteration 85Q: 3 clusters Score -8173082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8173095.500000 Penalty: 5482.507324
	Iteration 86Q: 3 clusters Score -8173096 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8173106.500000 Penalty: 5482.507324
	Iteration 87Q: 3 clusters Score -8173106 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8173108.500000 Penalty: 5482.507324
	Iteration 88Q: 3 clusters Score -8173108 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8173110.500000 Penalty: 5482.507324
	Iteration 89Q: 3 clusters Score -8173110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8173116.000000 Penalty: 5482.507324
	Iteration 90Q: 3 clusters Score -8173116 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8173130.500000 Penalty: 5482.507324
	Iteration 91Q: 3 clusters Score -8173130 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8173124.000000 Penalty: 5482.507324
	Iteration 92Q: 3 clusters Score -8173124 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8173146.500000 Penalty: 5482.507324
	Iteration 93Q: 3 clusters Score -8173146 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8173155.000000 Penalty: 5482.507324
	Iteration 94Q: 3 clusters Score -8173155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8173157.000000 Penalty: 5482.507324
	Iteration 95Q: 3 clusters Score -8173157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8173165.500000 Penalty: 5482.507324
	Iteration 96Q: 3 clusters Score -8173166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8173169.000000 Penalty: 5482.507324
	Iteration 97Q: 3 clusters Score -8173169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8173167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8173167.000000 Penalty: 5482.507324
	Iteration 99Q: 3 clusters Score -8173167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8173170.500000 Penalty: 5482.507324
	Iteration 100F: 3 clusters Score -8173170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8173166.000000 Penalty: 5482.507324
	Iteration 101Q: 3 clusters Score -8173166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8173165.000000 Penalty: 5482.507324
	Iteration 102Q: 3 clusters Score -8173165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8173166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8173183.000000 Penalty: 5482.507324
	Iteration 104Q: 3 clusters Score -8173183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8173190.500000 Penalty: 5482.507324
	Iteration 105Q: 3 clusters Score -8173190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8173190.000000 Penalty: 5482.507324
	Iteration 106Q: 3 clusters Score -8173190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8173192.000000 Penalty: 5482.507324
	Iteration 107Q: 3 clusters Score -8173192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8173188.000000 Penalty: 5482.507324
	Iteration 108Q: 3 clusters Score -8173188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8173188.000000 Penalty: 5482.507324
	Iteration 109Q: 3 clusters Score -8173188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8173187.000000 Penalty: 5482.507324
	Iteration 110Q: 3 clusters Score -8173187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8173193.000000 Penalty: 5482.507324
	Iteration 111Q: 3 clusters Score -8173193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8173192.500000 Penalty: 5482.507324
	Iteration 112Q: 3 clusters Score -8173192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8173192.500000 Penalty: 5482.507324
	Iteration 113Q: 3 clusters Score -8173192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8173195.000000 Penalty: 5482.507324
	Iteration 114Q: 3 clusters Score -8173195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8173200.000000 Penalty: 5482.507324
	Iteration 115Q: 3 clusters Score -8173200 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8173196.500000 Penalty: 5482.507324
	Iteration 116Q: 3 clusters Score -8173196 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8173196.500000 Penalty: 5482.507324
	Iteration 117F: 3 clusters Score -8173196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Entering Unmasked Estep 
Score: -1347774.625000 Penalty: 2336.188477
	Iteration 0F: 2 clusters Score -1347775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1338574.875000 Penalty: 4672.376953
	Iteration 0F: 3 clusters Score -1338575 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1341723.500000 Penalty: 4672.376953
	Iteration 1F: 3 clusters Score -1341724 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1342372.250000 Penalty: 4672.376953
	Iteration 2F: 3 clusters Score -1342372 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1342975.875000 Penalty: 4672.376953
	Iteration 3F: 3 clusters Score -1342976 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1343438.500000 Penalty: 4672.376953
	Iteration 4F: 3 clusters Score -1343438 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1343828.250000 Penalty: 4672.376953
	Iteration 5F: 3 clusters Score -1343828 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1344176.750000 Penalty: 4672.376953
	Iteration 6Q: 3 clusters Score -1344177 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1344505.625000 Penalty: 4672.376953
	Iteration 7Q: 3 clusters Score -1344506 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1344787.125000 Penalty: 4672.376953
	Iteration 8Q: 3 clusters Score -1344787 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1345012.000000 Penalty: 4672.376953
	Iteration 9Q: 3 clusters Score -1345012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1345212.125000 Penalty: 4672.376953
	Iteration 10Q: 3 clusters Score -1345212 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1345390.875000 Penalty: 4672.376953
	Iteration 11Q: 3 clusters Score -1345391 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1345532.500000 Penalty: 4672.376953
	Iteration 12Q: 3 clusters Score -1345532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1345649.000000 Penalty: 4672.376953
	Iteration 13Q: 3 clusters Score -1345649 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1345760.000000 Penalty: 4672.376953
	Iteration 14Q: 3 clusters Score -1345760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1345852.000000 Penalty: 4672.376953
	Iteration 15Q: 3 clusters Score -1345852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1345924.750000 Penalty: 4672.376953
	Iteration 16Q: 3 clusters Score -1345925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1345989.500000 Penalty: 4672.376953
	Iteration 17Q: 3 clusters Score -1345990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1346024.625000 Penalty: 4672.376953
	Iteration 18Q: 3 clusters Score -1346025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1346063.000000 Penalty: 4672.376953
	Iteration 19Q: 3 clusters Score -1346063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1346107.125000 Penalty: 4672.376953
	Iteration 20F: 3 clusters Score -1346107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1346128.250000 Penalty: 4672.376953
	Iteration 21Q: 3 clusters Score -1346128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1346156.375000 Penalty: 4672.376953
	Iteration 22Q: 3 clusters Score -1346156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1346178.875000 Penalty: 4672.376953
	Iteration 23Q: 3 clusters Score -1346179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1346197.250000 Penalty: 4672.376953
	Iteration 24Q: 3 clusters Score -1346197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1346207.500000 Penalty: 4672.376953
	Iteration 25Q: 3 clusters Score -1346208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1346218.125000 Penalty: 4672.376953
	Iteration 26Q: 3 clusters Score -1346218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1346227.125000 Penalty: 4672.376953
	Iteration 27Q: 3 clusters Score -1346227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1346234.500000 Penalty: 4672.376953
	Iteration 28Q: 3 clusters Score -1346234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1346234.625000 Penalty: 4672.376953
	Iteration 29Q: 3 clusters Score -1346235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1346240.875000 Penalty: 4672.376953
	Iteration 30Q: 3 clusters Score -1346241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1346242.375000 Penalty: 4672.376953
	Iteration 31Q: 3 clusters Score -1346242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1346253.500000 Penalty: 4672.376953
	Iteration 32Q: 3 clusters Score -1346254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1346266.375000 Penalty: 4672.376953
	Iteration 33Q: 3 clusters Score -1346266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1346280.250000 Penalty: 4672.376953
	Iteration 34Q: 3 clusters Score -1346280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1346293.625000 Penalty: 4672.376953
	Iteration 35Q: 3 clusters Score -1346294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1346313.750000 Penalty: 4672.376953
	Iteration 36Q: 3 clusters Score -1346314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1346328.250000 Penalty: 4672.376953
	Iteration 37Q: 3 clusters Score -1346328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1346352.500000 Penalty: 4672.376953
	Iteration 38Q: 3 clusters Score -1346352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1346365.375000 Penalty: 4672.376953
	Iteration 39Q: 3 clusters Score -1346365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1346383.750000 Penalty: 4672.376953
	Iteration 40F: 3 clusters Score -1346384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1346396.375000 Penalty: 4672.376953
	Iteration 41Q: 3 clusters Score -1346396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1346403.125000 Penalty: 4672.376953
	Iteration 42Q: 3 clusters Score -1346403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1346409.000000 Penalty: 4672.376953
	Iteration 43Q: 3 clusters Score -1346409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1346419.375000 Penalty: 4672.376953
	Iteration 44Q: 3 clusters Score -1346419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1346424.000000 Penalty: 4672.376953
	Iteration 45Q: 3 clusters Score -1346424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1346429.625000 Penalty: 4672.376953
	Iteration 46Q: 3 clusters Score -1346430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1346437.000000 Penalty: 4672.376953
	Iteration 47Q: 3 clusters Score -1346437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1346442.375000 Penalty: 4672.376953
	Iteration 48Q: 3 clusters Score -1346442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1346446.375000 Penalty: 4672.376953
	Iteration 49Q: 3 clusters Score -1346446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1346454.500000 Penalty: 4672.376953
	Iteration 50Q: 3 clusters Score -1346454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1346456.000000 Penalty: 4672.376953
	Iteration 51Q: 3 clusters Score -1346456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1346461.500000 Penalty: 4672.376953
	Iteration 52Q: 3 clusters Score -1346462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1346460.375000 Penalty: 4672.376953
	Iteration 53Q: 3 clusters Score -1346460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1346461.125000 Penalty: 4672.376953
	Iteration 54Q: 3 clusters Score -1346461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1346468.750000 Penalty: 4672.376953
	Iteration 55Q: 3 clusters Score -1346469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1346469.250000 Penalty: 4672.376953
	Iteration 56Q: 3 clusters Score -1346469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1346471.000000 Penalty: 4672.376953
	Iteration 57Q: 3 clusters Score -1346471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1346474.125000 Penalty: 4672.376953
	Iteration 58Q: 3 clusters Score -1346474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1346474.375000 Penalty: 4672.376953
	Iteration 59Q: 3 clusters Score -1346474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1346474.000000 Penalty: 4672.376953
	Iteration 60F: 3 clusters Score -1346474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -868375.437500 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -868375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -862357.250000 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -862357.2 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -863951.125000 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -863951.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -864192.812500 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -864192.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -864367.312500 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -864367.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -864510.500000 Penalty: 4417.638184
	Iteration 4Q: 3 clusters Score -864510.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -864634.750000 Penalty: 4417.638184
	Iteration 5Q: 3 clusters Score -864634.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -864758.750000 Penalty: 4417.638184
	Iteration 6Q: 3 clusters Score -864758.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -864874.125000 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -864874.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -864970.125000 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -864970.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -865056.937500 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -865056.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -865139.375000 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -865139.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -865231.750000 Penalty: 4417.638184
	Iteration 11Q: 3 clusters Score -865231.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -865318.437500 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -865318.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -865393.437500 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -865393.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -865470.125000 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -865470.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -865552.375000 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -865552.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -865647.562500 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -865647.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -865735.000000 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -865735 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -865835.812500 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -865835.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -865930.000000 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -865930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -866005.062500 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -866005.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -866071.437500 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -866071.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -866135.312500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -866135.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -866197.062500 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -866197.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -866247.000000 Penalty: 4417.638184
	Iteration 24Q: 3 clusters Score -866247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -866296.125000 Penalty: 4417.638184
	Iteration 25Q: 3 clusters Score -866296.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -866339.062500 Penalty: 4417.638184
	Iteration 26Q: 3 clusters Score -866339.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -866385.000000 Penalty: 4417.638184
	Iteration 27Q: 3 clusters Score -866385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -866429.312500 Penalty: 4417.638184
	Iteration 28Q: 3 clusters Score -866429.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -866470.812500 Penalty: 4417.638184
	Iteration 29Q: 3 clusters Score -866470.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -866492.875000 Penalty: 4417.638184
	Iteration 30Q: 3 clusters Score -866492.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -866515.875000 Penalty: 4417.638184
	Iteration 31Q: 3 clusters Score -866515.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -866539.500000 Penalty: 4417.638184
	Iteration 32Q: 3 clusters Score -866539.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -866560.562500 Penalty: 4417.638184
	Iteration 33Q: 3 clusters Score -866560.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -866577.937500 Penalty: 4417.638184
	Iteration 34Q: 3 clusters Score -866577.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -866587.125000 Penalty: 4417.638184
	Iteration 35Q: 3 clusters Score -866587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -866598.375000 Penalty: 4417.638184
	Iteration 36Q: 3 clusters Score -866598.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -866602.125000 Penalty: 4417.638184
	Iteration 37Q: 3 clusters Score -866602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -866605.625000 Penalty: 4417.638184
	Iteration 38Q: 3 clusters Score -866605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -866607.250000 Penalty: 4417.638184
	Iteration 39Q: 3 clusters Score -866607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -866608.750000 Penalty: 4417.638184
	Iteration 40F: 3 clusters Score -866608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -866611.437500 Penalty: 4417.638184
	Iteration 41Q: 3 clusters Score -866611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -866613.125000 Penalty: 4417.638184
	Iteration 42Q: 3 clusters Score -866613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -866613.312500 Penalty: 4417.638184
	Iteration 43Q: 3 clusters Score -866613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -866616.437500 Penalty: 4417.638184
	Iteration 44Q: 3 clusters Score -866616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -866617.375000 Penalty: 4417.638184
	Iteration 45Q: 3 clusters Score -866617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -866617.250000 Penalty: 4417.638184
	Iteration 46Q: 3 clusters Score -866617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -866617.125000 Penalty: 4417.638184
	Iteration 47Q: 3 clusters Score -866617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -866618.687500 Penalty: 4417.638184
	Iteration 48Q: 3 clusters Score -866618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -866620.687500 Penalty: 4417.638184
	Iteration 49Q: 3 clusters Score -866620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -866620.437500 Penalty: 4417.638184
	Iteration 50Q: 3 clusters Score -866620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -866620.437500 Penalty: 4417.638184
	Iteration 51F: 3 clusters Score -866620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Entering Unmasked Estep 
Score: -1941795.125000 Penalty: 2379.321289
	Iteration 0F: 2 clusters Score -1941795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1931089.750000 Penalty: 4758.642578
	Iteration 0F: 3 clusters Score -1931090 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1934306.625000 Penalty: 4758.642578
	Iteration 1F: 3 clusters Score -1934307 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1934636.250000 Penalty: 4758.642578
	Iteration 2F: 3 clusters Score -1934636 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1934872.000000 Penalty: 4758.642578
	Iteration 3Q: 3 clusters Score -1934872 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1935098.125000 Penalty: 4758.642578
	Iteration 4Q: 3 clusters Score -1935098 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1935271.500000 Penalty: 4758.642578
	Iteration 5Q: 3 clusters Score -1935272 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1935431.250000 Penalty: 4758.642578
	Iteration 6Q: 3 clusters Score -1935431 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1935599.250000 Penalty: 4758.642578
	Iteration 7Q: 3 clusters Score -1935599 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1935779.500000 Penalty: 4758.642578
	Iteration 8Q: 3 clusters Score -1935780 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1935964.250000 Penalty: 4758.642578
	Iteration 9Q: 3 clusters Score -1935964 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1936224.750000 Penalty: 4758.642578
	Iteration 10Q: 3 clusters Score -1936225 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1936608.375000 Penalty: 4758.642578
	Iteration 11Q: 3 clusters Score -1936608 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1937077.625000 Penalty: 4758.642578
	Iteration 12Q: 3 clusters Score -1937078 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1937631.250000 Penalty: 4758.642578
	Iteration 13F: 3 clusters Score -1937631 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1938104.750000 Penalty: 4758.642578
	Iteration 14Q: 3 clusters Score -1938105 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1938554.625000 Penalty: 4758.642578
	Iteration 15Q: 3 clusters Score -1938555 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1938927.375000 Penalty: 4758.642578
	Iteration 16Q: 3 clusters Score -1938927 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1939184.000000 Penalty: 4758.642578
	Iteration 17Q: 3 clusters Score -1939184 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1939374.875000 Penalty: 4758.642578
	Iteration 18Q: 3 clusters Score -1939375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1939494.875000 Penalty: 4758.642578
	Iteration 19Q: 3 clusters Score -1939495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1939587.750000 Penalty: 4758.642578
	Iteration 20F: 3 clusters Score -1939588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1939634.625000 Penalty: 4758.642578
	Iteration 21Q: 3 clusters Score -1939635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1939676.625000 Penalty: 4758.642578
	Iteration 22Q: 3 clusters Score -1939677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1939703.125000 Penalty: 4758.642578
	Iteration 23Q: 3 clusters Score -1939703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1939719.000000 Penalty: 4758.642578
	Iteration 24Q: 3 clusters Score -1939719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1939731.125000 Penalty: 4758.642578
	Iteration 25Q: 3 clusters Score -1939731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1939744.000000 Penalty: 4758.642578
	Iteration 26Q: 3 clusters Score -1939744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1939754.125000 Penalty: 4758.642578
	Iteration 27Q: 3 clusters Score -1939754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1939759.000000 Penalty: 4758.642578
	Iteration 28Q: 3 clusters Score -1939759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1939772.500000 Penalty: 4758.642578
	Iteration 29Q: 3 clusters Score -1939772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1939771.875000 Penalty: 4758.642578
	Iteration 30Q: 3 clusters Score -1939772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1939774.625000 Penalty: 4758.642578
	Iteration 31Q: 3 clusters Score -1939775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1939775.250000 Penalty: 4758.642578
	Iteration 32Q: 3 clusters Score -1939775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1939775.250000 Penalty: 4758.642578
	Iteration 33Q: 3 clusters Score -1939775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1939777.250000 Penalty: 4758.642578
	Iteration 34Q: 3 clusters Score -1939777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1939778.875000 Penalty: 4758.642578
	Iteration 35Q: 3 clusters Score -1939779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1939780.750000 Penalty: 4758.642578
	Iteration 36Q: 3 clusters Score -1939781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1939782.000000 Penalty: 4758.642578
	Iteration 37Q: 3 clusters Score -1939782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1939783.500000 Penalty: 4758.642578
	Iteration 38Q: 3 clusters Score -1939784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1939785.750000 Penalty: 4758.642578
	Iteration 39Q: 3 clusters Score -1939786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1939785.750000 Penalty: 4758.642578
	Iteration 40F: 3 clusters Score -1939786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Entering Unmasked Estep 
Score: -1540637.500000 Penalty: 2332.787354
	Iteration 0F: 2 clusters Score -1540638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1531590.250000 Penalty: 4665.574707
	Iteration 0F: 3 clusters Score -1531590 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1534321.500000 Penalty: 4665.574707
	Iteration 1F: 3 clusters Score -1534322 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1534670.625000 Penalty: 4665.574707
	Iteration 2F: 3 clusters Score -1534671 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1534908.875000 Penalty: 4665.574707
	Iteration 3Q: 3 clusters Score -1534909 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1535101.500000 Penalty: 4665.574707
	Iteration 4Q: 3 clusters Score -1535102 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1535269.125000 Penalty: 4665.574707
	Iteration 5Q: 3 clusters Score -1535269 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1535429.125000 Penalty: 4665.574707
	Iteration 6Q: 3 clusters Score -1535429 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1535571.500000 Penalty: 4665.574707
	Iteration 7Q: 3 clusters Score -1535572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1535698.875000 Penalty: 4665.574707
	Iteration 8Q: 3 clusters Score -1535699 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1535850.250000 Penalty: 4665.574707
	Iteration 9Q: 3 clusters Score -1535850 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1536025.250000 Penalty: 4665.574707
	Iteration 10Q: 3 clusters Score -1536025 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1536226.125000 Penalty: 4665.574707
	Iteration 11Q: 3 clusters Score -1536226 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1536460.125000 Penalty: 4665.574707
	Iteration 12Q: 3 clusters Score -1536460 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1536715.125000 Penalty: 4665.574707
	Iteration 13Q: 3 clusters Score -1536715 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1536954.500000 Penalty: 4665.574707
	Iteration 14Q: 3 clusters Score -1536954 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1537184.375000 Penalty: 4665.574707
	Iteration 15Q: 3 clusters Score -1537184 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1537423.375000 Penalty: 4665.574707
	Iteration 16Q: 3 clusters Score -1537423 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1537657.250000 Penalty: 4665.574707
	Iteration 17Q: 3 clusters Score -1537657 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1537834.625000 Penalty: 4665.574707
	Iteration 18Q: 3 clusters Score -1537835 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1537984.500000 Penalty: 4665.574707
	Iteration 19Q: 3 clusters Score -1537984 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1538081.875000 Penalty: 4665.574707
	Iteration 20F: 3 clusters Score -1538082 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1538161.125000 Penalty: 4665.574707
	Iteration 21Q: 3 clusters Score -1538161 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1538231.500000 Penalty: 4665.574707
	Iteration 22Q: 3 clusters Score -1538232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1538308.000000 Penalty: 4665.574707
	Iteration 23Q: 3 clusters Score -1538308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1538361.250000 Penalty: 4665.574707
	Iteration 24Q: 3 clusters Score -1538361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1538403.375000 Penalty: 4665.574707
	Iteration 25Q: 3 clusters Score -1538403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1538452.750000 Penalty: 4665.574707
	Iteration 26Q: 3 clusters Score -1538453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1538491.625000 Penalty: 4665.574707
	Iteration 27Q: 3 clusters Score -1538492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1538526.625000 Penalty: 4665.574707
	Iteration 28Q: 3 clusters Score -1538527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1538545.250000 Penalty: 4665.574707
	Iteration 29Q: 3 clusters Score -1538545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1538561.500000 Penalty: 4665.574707
	Iteration 30Q: 3 clusters Score -1538562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1538574.125000 Penalty: 4665.574707
	Iteration 31Q: 3 clusters Score -1538574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1538587.125000 Penalty: 4665.574707
	Iteration 32Q: 3 clusters Score -1538587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1538598.625000 Penalty: 4665.574707
	Iteration 33Q: 3 clusters Score -1538599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1538603.750000 Penalty: 4665.574707
	Iteration 34Q: 3 clusters Score -1538604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1538609.625000 Penalty: 4665.574707
	Iteration 35Q: 3 clusters Score -1538610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1538612.875000 Penalty: 4665.574707
	Iteration 36Q: 3 clusters Score -1538613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1538614.500000 Penalty: 4665.574707
	Iteration 37Q: 3 clusters Score -1538614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1538616.250000 Penalty: 4665.574707
	Iteration 38Q: 3 clusters Score -1538616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1538616.250000 Penalty: 4665.574707
	Iteration 39F: 3 clusters Score -1538616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1283107.875000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1283108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1275332.250000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1275332 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1277568.750000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1277569 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1277846.375000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1277846 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1278045.750000 Penalty: 4570.654785
	Iteration 3Q: 3 clusters Score -1278046 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1278201.000000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1278201 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1278359.000000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1278359 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1278508.125000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1278508 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1278676.625000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1278677 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1278876.000000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1278876 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1279106.875000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1279107 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1279385.500000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1279386 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1279683.875000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1279684 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1279971.625000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1279972 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1280216.625000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1280217 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1280445.125000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1280445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1280617.375000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1280617 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1280764.125000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1280764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1280875.125000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1280875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1280945.750000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1280946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1281003.750000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1281004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1281035.250000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1281035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1281051.500000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1281052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1281073.625000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1281074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1281089.750000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1281090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1281099.375000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1281099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1281105.500000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1281106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1281106.875000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1281107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1281108.000000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1281108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1281108.000000 Penalty: 4570.654785
	Iteration 28F: 3 clusters Score -1281108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Entering Unmasked Estep 
Score: -7643825.000000 Penalty: 2721.464844
	Iteration 0F: 2 clusters Score -7643825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7604824.000000 Penalty: 5442.929688
	Iteration 0F: 3 clusters Score -7604824 nChanged 27052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -7619965.500000 Penalty: 5442.929688
	Iteration 1F: 3 clusters Score -7619966 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -7620695.000000 Penalty: 5442.929688
	Iteration 2Q: 3 clusters Score -7620695 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7621716.000000 Penalty: 5442.929688
	Iteration 3Q: 3 clusters Score -7621716 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -7623095.000000 Penalty: 5442.929688
	Iteration 4Q: 3 clusters Score -7623095 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -7625350.500000 Penalty: 5442.929688
	Iteration 5F: 3 clusters Score -7625350 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -7628484.500000 Penalty: 5442.929688
	Iteration 6F: 3 clusters Score -7628484 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -7632364.500000 Penalty: 5442.929688
	Iteration 7F: 3 clusters Score -7632364 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7636063.500000 Penalty: 5442.929688
	Iteration 8F: 3 clusters Score -7636064 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7638763.500000 Penalty: 5442.929688
	Iteration 9Q: 3 clusters Score -7638764 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7640183.000000 Penalty: 5442.929688
	Iteration 10Q: 3 clusters Score -7640183 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7640890.500000 Penalty: 5442.929688
	Iteration 11Q: 3 clusters Score -7640890 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7641188.500000 Penalty: 5442.929688
	Iteration 12Q: 3 clusters Score -7641188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7641303.500000 Penalty: 5442.929688
	Iteration 13Q: 3 clusters Score -7641304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7641369.000000 Penalty: 5442.929688
	Iteration 14Q: 3 clusters Score -7641369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7641394.500000 Penalty: 5442.929688
	Iteration 15Q: 3 clusters Score -7641394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7641422.500000 Penalty: 5442.929688
	Iteration 16Q: 3 clusters Score -7641422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7641451.500000 Penalty: 5442.929688
	Iteration 17Q: 3 clusters Score -7641452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7641454.500000 Penalty: 5442.929688
	Iteration 18Q: 3 clusters Score -7641454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7641463.500000 Penalty: 5442.929688
	Iteration 19Q: 3 clusters Score -7641464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7641465.500000 Penalty: 5442.929688
	Iteration 20F: 3 clusters Score -7641466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7641470.000000 Penalty: 5442.929688
	Iteration 21Q: 3 clusters Score -7641470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7641490.500000 Penalty: 5442.929688
	Iteration 22Q: 3 clusters Score -7641490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7641489.500000 Penalty: 5442.929688
	Iteration 23Q: 3 clusters Score -7641490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7641484.500000 Penalty: 5442.929688
	Iteration 24Q: 3 clusters Score -7641484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7641494.000000 Penalty: 5442.929688
	Iteration 25Q: 3 clusters Score -7641494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7641494.500000 Penalty: 5442.929688
	Iteration 26Q: 3 clusters Score -7641494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7641498.000000 Penalty: 5442.929688
	Iteration 27Q: 3 clusters Score -7641498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7641506.000000 Penalty: 5442.929688
	Iteration 28Q: 3 clusters Score -7641506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7641507.500000 Penalty: 5442.929688
	Iteration 29Q: 3 clusters Score -7641508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7641503.500000 Penalty: 5442.929688
	Iteration 30Q: 3 clusters Score -7641504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7641511.500000 Penalty: 5442.929688
	Iteration 31Q: 3 clusters Score -7641512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7641514.000000 Penalty: 5442.929688
	Iteration 32Q: 3 clusters Score -7641514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7641523.000000 Penalty: 5442.929688
	Iteration 33Q: 3 clusters Score -7641523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7641531.500000 Penalty: 5442.929688
	Iteration 34Q: 3 clusters Score -7641532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7641537.500000 Penalty: 5442.929688
	Iteration 35Q: 3 clusters Score -7641538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7641536.000000 Penalty: 5442.929688
	Iteration 36Q: 3 clusters Score -7641536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7641536.000000 Penalty: 5442.929688
	Iteration 37F: 3 clusters Score -7641536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Entering Unmasked Estep 
Score: -2348671.500000 Penalty: 2435.345703
	Iteration 0F: 2 clusters Score -2348672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2335671.250000 Penalty: 4870.691406
	Iteration 0F: 3 clusters Score -2335671 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2340020.500000 Penalty: 4870.691406
	Iteration 1F: 3 clusters Score -2340020 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2340356.500000 Penalty: 4870.691406
	Iteration 2F: 3 clusters Score -2340356 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2340594.250000 Penalty: 4870.691406
	Iteration 3Q: 3 clusters Score -2340594 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2340794.500000 Penalty: 4870.691406
	Iteration 4Q: 3 clusters Score -2340794 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2340986.500000 Penalty: 4870.691406
	Iteration 5Q: 3 clusters Score -2340986 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2341202.000000 Penalty: 4870.691406
	Iteration 6Q: 3 clusters Score -2341202 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2341428.500000 Penalty: 4870.691406
	Iteration 7Q: 3 clusters Score -2341428 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2341658.250000 Penalty: 4870.691406
	Iteration 8Q: 3 clusters Score -2341658 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2341949.750000 Penalty: 4870.691406
	Iteration 9Q: 3 clusters Score -2341950 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2342315.250000 Penalty: 4870.691406
	Iteration 10Q: 3 clusters Score -2342315 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2342825.500000 Penalty: 4870.691406
	Iteration 11Q: 3 clusters Score -2342826 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2343621.500000 Penalty: 4870.691406
	Iteration 12Q: 3 clusters Score -2343622 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2344698.000000 Penalty: 4870.691406
	Iteration 13F: 3 clusters Score -2344698 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2345586.750000 Penalty: 4870.691406
	Iteration 14F: 3 clusters Score -2345587 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2346191.000000 Penalty: 4870.691406
	Iteration 15Q: 3 clusters Score -2346191 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2346540.000000 Penalty: 4870.691406
	Iteration 16Q: 3 clusters Score -2346540 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2346715.000000 Penalty: 4870.691406
	Iteration 17Q: 3 clusters Score -2346715 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2346823.750000 Penalty: 4870.691406
	Iteration 18Q: 3 clusters Score -2346824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2346898.750000 Penalty: 4870.691406
	Iteration 19Q: 3 clusters Score -2346899 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2346966.500000 Penalty: 4870.691406
	Iteration 20F: 3 clusters Score -2346966 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2347020.000000 Penalty: 4870.691406
	Iteration 21Q: 3 clusters Score -2347020 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2347039.250000 Penalty: 4870.691406
	Iteration 22Q: 3 clusters Score -2347039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2347061.500000 Penalty: 4870.691406
	Iteration 23Q: 3 clusters Score -2347062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2347080.500000 Penalty: 4870.691406
	Iteration 24Q: 3 clusters Score -2347080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2347095.500000 Penalty: 4870.691406
	Iteration 25Q: 3 clusters Score -2347096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2347116.250000 Penalty: 4870.691406
	Iteration 26Q: 3 clusters Score -2347116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2347127.250000 Penalty: 4870.691406
	Iteration 27Q: 3 clusters Score -2347127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2347137.750000 Penalty: 4870.691406
	Iteration 28Q: 3 clusters Score -2347138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2347150.500000 Penalty: 4870.691406
	Iteration 29Q: 3 clusters Score -2347150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2347152.750000 Penalty: 4870.691406
	Iteration 30Q: 3 clusters Score -2347153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2347157.750000 Penalty: 4870.691406
	Iteration 31Q: 3 clusters Score -2347158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2347159.250000 Penalty: 4870.691406
	Iteration 32Q: 3 clusters Score -2347159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2347163.500000 Penalty: 4870.691406
	Iteration 33Q: 3 clusters Score -2347164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2347164.250000 Penalty: 4870.691406
	Iteration 34Q: 3 clusters Score -2347164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2347160.250000 Penalty: 4870.691406
	Iteration 35Q: 3 clusters Score -2347160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2347155.750000 Penalty: 4870.691406
	Iteration 36Q: 3 clusters Score -2347156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2347158.000000 Penalty: 4870.691406
	Iteration 37Q: 3 clusters Score -2347158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2347156.500000 Penalty: 4870.691406
	Iteration 38Q: 3 clusters Score -2347156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2347157.000000 Penalty: 4870.691406
	Iteration 39Q: 3 clusters Score -2347157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2347157.000000 Penalty: 4870.691406
	Iteration 40F: 3 clusters Score -2347157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Entering Unmasked Estep 
Score: -5605281.500000 Penalty: 2651.760254
	Iteration 0F: 2 clusters Score -5605282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5575769.000000 Penalty: 5303.520508
	Iteration 0F: 3 clusters Score -5575769 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5586931.500000 Penalty: 5303.520508
	Iteration 1F: 3 clusters Score -5586932 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5587632.500000 Penalty: 5303.520508
	Iteration 2Q: 3 clusters Score -5587632 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5588535.500000 Penalty: 5303.520508
	Iteration 3Q: 3 clusters Score -5588536 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5589920.500000 Penalty: 5303.520508
	Iteration 4F: 3 clusters Score -5589920 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5592045.500000 Penalty: 5303.520508
	Iteration 5F: 3 clusters Score -5592046 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -5594899.000000 Penalty: 5303.520508
	Iteration 6F: 3 clusters Score -5594899 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -5597953.000000 Penalty: 5303.520508
	Iteration 7F: 3 clusters Score -5597953 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5600395.500000 Penalty: 5303.520508
	Iteration 8F: 3 clusters Score -5600396 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5602064.500000 Penalty: 5303.520508
	Iteration 9Q: 3 clusters Score -5602064 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5602855.000000 Penalty: 5303.520508
	Iteration 10Q: 3 clusters Score -5602855 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5603174.000000 Penalty: 5303.520508
	Iteration 11Q: 3 clusters Score -5603174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5603308.000000 Penalty: 5303.520508
	Iteration 12Q: 3 clusters Score -5603308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5603376.500000 Penalty: 5303.520508
	Iteration 13Q: 3 clusters Score -5603376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5603402.000000 Penalty: 5303.520508
	Iteration 14Q: 3 clusters Score -5603402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5603436.000000 Penalty: 5303.520508
	Iteration 15Q: 3 clusters Score -5603436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5603445.000000 Penalty: 5303.520508
	Iteration 16Q: 3 clusters Score -5603445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5603450.500000 Penalty: 5303.520508
	Iteration 17Q: 3 clusters Score -5603450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5603456.500000 Penalty: 5303.520508
	Iteration 18Q: 3 clusters Score -5603456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5603468.000000 Penalty: 5303.520508
	Iteration 19Q: 3 clusters Score -5603468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5603481.500000 Penalty: 5303.520508
	Iteration 20F: 3 clusters Score -5603482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5603491.000000 Penalty: 5303.520508
	Iteration 21Q: 3 clusters Score -5603491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5603493.000000 Penalty: 5303.520508
	Iteration 22Q: 3 clusters Score -5603493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5603502.000000 Penalty: 5303.520508
	Iteration 23Q: 3 clusters Score -5603502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5603497.500000 Penalty: 5303.520508
	Iteration 24Q: 3 clusters Score -5603498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5603504.000000 Penalty: 5303.520508
	Iteration 25Q: 3 clusters Score -5603504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5603504.000000 Penalty: 5303.520508
	Iteration 26F: 3 clusters Score -5603504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -987819.687500 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -987819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -981298.437500 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -981298.4 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -983089.687500 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -983089.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -983428.500000 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -983428.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -983778.187500 Penalty: 4464.117188
	Iteration 3F: 3 clusters Score -983778.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -984209.437500 Penalty: 4464.117188
	Iteration 4F: 3 clusters Score -984209.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -984678.812500 Penalty: 4464.117188
	Iteration 5F: 3 clusters Score -984678.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -985158.875000 Penalty: 4464.117188
	Iteration 6F: 3 clusters Score -985158.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -985554.812500 Penalty: 4464.117188
	Iteration 7F: 3 clusters Score -985554.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -985860.937500 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -985860.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -986057.187500 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -986057.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -986180.937500 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -986180.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -986245.437500 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -986245.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -986283.125000 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -986283.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -986306.250000 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -986306.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -986322.875000 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -986322.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -986332.687500 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -986332.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -986345.625000 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -986345.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -986351.750000 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -986351.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -986359.000000 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -986359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -986368.750000 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -986368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -986372.125000 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -986372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -986376.750000 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -986376.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -986383.375000 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -986383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -986384.625000 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -986384.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -986389.500000 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -986389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -986390.375000 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -986390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -986393.625000 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -986393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -986395.937500 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -986395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -986401.187500 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -986401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -986400.875000 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -986400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -986405.750000 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -986405.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -986409.937500 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -986409.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -986416.375000 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -986416.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -986419.187500 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -986419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -986427.437500 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -986427.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -986429.937500 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -986429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -986431.937500 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -986431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -986435.250000 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -986435.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -986437.812500 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -986437.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -986443.687500 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -986443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -986448.250000 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -986448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -986447.812500 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -986447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -986451.312500 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -986451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -986455.562500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -986455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -986454.937500 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -986454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -986457.750000 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -986457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -986460.500000 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -986460.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -986460.562500 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -986460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -986462.812500 Penalty: 4464.117188
	Iteration 48Q: 3 clusters Score -986462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -986464.937500 Penalty: 4464.117188
	Iteration 49Q: 3 clusters Score -986464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -986465.937500 Penalty: 4464.117188
	Iteration 50Q: 3 clusters Score -986465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -986465.187500 Penalty: 4464.117188
	Iteration 51Q: 3 clusters Score -986465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -986464.250000 Penalty: 4464.117188
	Iteration 52Q: 3 clusters Score -986464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -986464.250000 Penalty: 4464.117188
	Iteration 53F: 3 clusters Score -986464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 212 members 
Entering Unmasked Estep 
Score: -42145.226562 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42145.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42389.191406 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42389.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42509.175781 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42509.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42608.328125 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -42608.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42683.820312 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -42683.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42740.046875 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -42740.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42776.886719 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -42776.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42783.015625 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -42783.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42791.785156 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -42791.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42793.398438 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -42793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42797.968750 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -42797.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42797.968750 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -42797.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 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 317 members 
Entering Unmasked Estep 
Score: -67276.195312 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67276.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67575.898438 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67575.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67779.226562 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67779.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67977.835938 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -67977.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68145.617188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -68145.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68310.171875 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68310.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68341.757812 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68341.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68364.539062 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68364.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68374.812500 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68374.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68389.406250 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68389.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68407.742188 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68407.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68419.906250 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68419.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68430.640625 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68430.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68441.562500 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -68441.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68449.898438 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -68449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68460.773438 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -68460.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68469.851562 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -68469.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68490.234375 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -68490.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68496.640625 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -68496.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68504.734375 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -68504.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68528.710938 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -68528.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68535.218750 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -68535.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68541.875000 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -68541.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68554.195312 Penalty: 3177.812500
	Iteration 23Q: 3 clusters Score -68554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68554.992188 Penalty: 3177.812500
	Iteration 24Q: 3 clusters Score -68554.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68554.992188 Penalty: 3177.812500
	Iteration 25F: 3 clusters Score -68554.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Entering Unmasked Estep 
Score: -1758231.000000 Penalty: 2370.305176
	Iteration 0F: 2 clusters Score -1758231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1747939.625000 Penalty: 4740.610352
	Iteration 0F: 3 clusters Score -1747940 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1751139.500000 Penalty: 4740.610352
	Iteration 1F: 3 clusters Score -1751140 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1751573.875000 Penalty: 4740.610352
	Iteration 2F: 3 clusters Score -1751574 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1752081.750000 Penalty: 4740.610352
	Iteration 3F: 3 clusters Score -1752082 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1752630.500000 Penalty: 4740.610352
	Iteration 4F: 3 clusters Score -1752630 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1753171.375000 Penalty: 4740.610352
	Iteration 5F: 3 clusters Score -1753171 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1753733.125000 Penalty: 4740.610352
	Iteration 6F: 3 clusters Score -1753733 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1754287.875000 Penalty: 4740.610352
	Iteration 7F: 3 clusters Score -1754288 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1754822.000000 Penalty: 4740.610352
	Iteration 8F: 3 clusters Score -1754822 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1755338.250000 Penalty: 4740.610352
	Iteration 9Q: 3 clusters Score -1755338 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1755804.250000 Penalty: 4740.610352
	Iteration 10Q: 3 clusters Score -1755804 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1756177.500000 Penalty: 4740.610352
	Iteration 11Q: 3 clusters Score -1756178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1756512.375000 Penalty: 4740.610352
	Iteration 12Q: 3 clusters Score -1756512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1756759.250000 Penalty: 4740.610352
	Iteration 13Q: 3 clusters Score -1756759 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1756886.125000 Penalty: 4740.610352
	Iteration 14Q: 3 clusters Score -1756886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1756952.500000 Penalty: 4740.610352
	Iteration 15Q: 3 clusters Score -1756952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1756993.625000 Penalty: 4740.610352
	Iteration 16Q: 3 clusters Score -1756994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1757024.250000 Penalty: 4740.610352
	Iteration 17Q: 3 clusters Score -1757024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1757039.750000 Penalty: 4740.610352
	Iteration 18Q: 3 clusters Score -1757040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1757050.875000 Penalty: 4740.610352
	Iteration 19Q: 3 clusters Score -1757051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1757061.125000 Penalty: 4740.610352
	Iteration 20F: 3 clusters Score -1757061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1757065.875000 Penalty: 4740.610352
	Iteration 21Q: 3 clusters Score -1757066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1757071.750000 Penalty: 4740.610352
	Iteration 22Q: 3 clusters Score -1757072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1757079.250000 Penalty: 4740.610352
	Iteration 23Q: 3 clusters Score -1757079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1757088.375000 Penalty: 4740.610352
	Iteration 24Q: 3 clusters Score -1757088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1757096.500000 Penalty: 4740.610352
	Iteration 25Q: 3 clusters Score -1757096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1757104.250000 Penalty: 4740.610352
	Iteration 26Q: 3 clusters Score -1757104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1757107.000000 Penalty: 4740.610352
	Iteration 27Q: 3 clusters Score -1757107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1757116.875000 Penalty: 4740.610352
	Iteration 28Q: 3 clusters Score -1757117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1757120.500000 Penalty: 4740.610352
	Iteration 29Q: 3 clusters Score -1757120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1757119.750000 Penalty: 4740.610352
	Iteration 30Q: 3 clusters Score -1757120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1757124.625000 Penalty: 4740.610352
	Iteration 31Q: 3 clusters Score -1757125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1757125.250000 Penalty: 4740.610352
	Iteration 32Q: 3 clusters Score -1757125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1757126.625000 Penalty: 4740.610352
	Iteration 33Q: 3 clusters Score -1757127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1757125.875000 Penalty: 4740.610352
	Iteration 34Q: 3 clusters Score -1757126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1757125.375000 Penalty: 4740.610352
	Iteration 35Q: 3 clusters Score -1757125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1757125.375000 Penalty: 4740.610352
	Iteration 36F: 3 clusters Score -1757125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Entering Unmasked Estep 
Score: -1045295.250000 Penalty: 2275.354736
	Iteration 0F: 2 clusters Score -1045295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1037904.437500 Penalty: 4550.709473
	Iteration 0F: 3 clusters Score -1037904 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1040540.250000 Penalty: 4550.709473
	Iteration 1F: 3 clusters Score -1040540 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1041467.250000 Penalty: 4550.709473
	Iteration 2F: 3 clusters Score -1041467 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1042425.375000 Penalty: 4550.709473
	Iteration 3F: 3 clusters Score -1042425 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1043155.250000 Penalty: 4550.709473
	Iteration 4F: 3 clusters Score -1043155 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1043613.562500 Penalty: 4550.709473
	Iteration 5F: 3 clusters Score -1043614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1043887.687500 Penalty: 4550.709473
	Iteration 6Q: 3 clusters Score -1043888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1044065.312500 Penalty: 4550.709473
	Iteration 7Q: 3 clusters Score -1044065 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1044188.187500 Penalty: 4550.709473
	Iteration 8Q: 3 clusters Score -1044188 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1044290.937500 Penalty: 4550.709473
	Iteration 9Q: 3 clusters Score -1044291 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1044376.125000 Penalty: 4550.709473
	Iteration 10Q: 3 clusters Score -1044376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1044469.062500 Penalty: 4550.709473
	Iteration 11Q: 3 clusters Score -1044469 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1044559.937500 Penalty: 4550.709473
	Iteration 12Q: 3 clusters Score -1044560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1044622.812500 Penalty: 4550.709473
	Iteration 13Q: 3 clusters Score -1044623 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1044675.125000 Penalty: 4550.709473
	Iteration 14Q: 3 clusters Score -1044675 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1044723.500000 Penalty: 4550.709473
	Iteration 15Q: 3 clusters Score -1044724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1044765.687500 Penalty: 4550.709473
	Iteration 16Q: 3 clusters Score -1044766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1044801.875000 Penalty: 4550.709473
	Iteration 17Q: 3 clusters Score -1044802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1044838.562500 Penalty: 4550.709473
	Iteration 18Q: 3 clusters Score -1044839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1044874.312500 Penalty: 4550.709473
	Iteration 19Q: 3 clusters Score -1044874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1044899.312500 Penalty: 4550.709473
	Iteration 20F: 3 clusters Score -1044899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1044923.625000 Penalty: 4550.709473
	Iteration 21Q: 3 clusters Score -1044924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1044946.375000 Penalty: 4550.709473
	Iteration 22Q: 3 clusters Score -1044946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1044968.062500 Penalty: 4550.709473
	Iteration 23Q: 3 clusters Score -1044968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1044989.812500 Penalty: 4550.709473
	Iteration 24Q: 3 clusters Score -1044990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1045008.375000 Penalty: 4550.709473
	Iteration 25Q: 3 clusters Score -1045008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1045018.250000 Penalty: 4550.709473
	Iteration 26Q: 3 clusters Score -1045018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1045027.187500 Penalty: 4550.709473
	Iteration 27Q: 3 clusters Score -1045027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1045030.312500 Penalty: 4550.709473
	Iteration 28Q: 3 clusters Score -1045030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1045038.625000 Penalty: 4550.709473
	Iteration 29Q: 3 clusters Score -1045039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1045043.687500 Penalty: 4550.709473
	Iteration 30Q: 3 clusters Score -1045044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1045046.500000 Penalty: 4550.709473
	Iteration 31Q: 3 clusters Score -1045046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1045049.000000 Penalty: 4550.709473
	Iteration 32Q: 3 clusters Score -1045049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1045050.875000 Penalty: 4550.709473
	Iteration 33Q: 3 clusters Score -1045051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1045055.812500 Penalty: 4550.709473
	Iteration 34Q: 3 clusters Score -1045056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1045059.625000 Penalty: 4550.709473
	Iteration 35Q: 3 clusters Score -1045060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1045060.875000 Penalty: 4550.709473
	Iteration 36Q: 3 clusters Score -1045061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1045064.187500 Penalty: 4550.709473
	Iteration 37Q: 3 clusters Score -1045064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1045068.000000 Penalty: 4550.709473
	Iteration 38Q: 3 clusters Score -1045068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1045070.812500 Penalty: 4550.709473
	Iteration 39Q: 3 clusters Score -1045071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1045074.000000 Penalty: 4550.709473
	Iteration 40F: 3 clusters Score -1045074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1045080.562500 Penalty: 4550.709473
	Iteration 41Q: 3 clusters Score -1045081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1045081.250000 Penalty: 4550.709473
	Iteration 42Q: 3 clusters Score -1045081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1045086.500000 Penalty: 4550.709473
	Iteration 43Q: 3 clusters Score -1045086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1045089.500000 Penalty: 4550.709473
	Iteration 44Q: 3 clusters Score -1045090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1045091.687500 Penalty: 4550.709473
	Iteration 45Q: 3 clusters Score -1045092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1045091.687500 Penalty: 4550.709473
	Iteration 46Q: 3 clusters Score -1045092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1045092.562500 Penalty: 4550.709473
	Iteration 47Q: 3 clusters Score -1045093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1045093.437500 Penalty: 4550.709473
	Iteration 48Q: 3 clusters Score -1045093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1045097.437500 Penalty: 4550.709473
	Iteration 49Q: 3 clusters Score -1045097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1045099.250000 Penalty: 4550.709473
	Iteration 50Q: 3 clusters Score -1045099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1045096.937500 Penalty: 4550.709473
	Iteration 51Q: 3 clusters Score -1045097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1045099.500000 Penalty: 4550.709473
	Iteration 52Q: 3 clusters Score -1045100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1045099.625000 Penalty: 4550.709473
	Iteration 53Q: 3 clusters Score -1045100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1045102.875000 Penalty: 4550.709473
	Iteration 54Q: 3 clusters Score -1045103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1045108.625000 Penalty: 4550.709473
	Iteration 55Q: 3 clusters Score -1045109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1045114.562500 Penalty: 4550.709473
	Iteration 56Q: 3 clusters Score -1045115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1045117.437500 Penalty: 4550.709473
	Iteration 57Q: 3 clusters Score -1045117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1045123.312500 Penalty: 4550.709473
	Iteration 58Q: 3 clusters Score -1045123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1045130.750000 Penalty: 4550.709473
	Iteration 59Q: 3 clusters Score -1045131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1045140.375000 Penalty: 4550.709473
	Iteration 60F: 3 clusters Score -1045140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1045149.687500 Penalty: 4550.709473
	Iteration 61Q: 3 clusters Score -1045150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1045154.500000 Penalty: 4550.709473
	Iteration 62Q: 3 clusters Score -1045154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1045161.000000 Penalty: 4550.709473
	Iteration 63Q: 3 clusters Score -1045161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1045160.062500 Penalty: 4550.709473
	Iteration 64Q: 3 clusters Score -1045160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1045163.812500 Penalty: 4550.709473
	Iteration 65Q: 3 clusters Score -1045164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1045166.687500 Penalty: 4550.709473
	Iteration 66Q: 3 clusters Score -1045167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1045169.625000 Penalty: 4550.709473
	Iteration 67Q: 3 clusters Score -1045170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1045172.312500 Penalty: 4550.709473
	Iteration 68Q: 3 clusters Score -1045172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1045173.125000 Penalty: 4550.709473
	Iteration 69Q: 3 clusters Score -1045173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1045174.562500 Penalty: 4550.709473
	Iteration 70Q: 3 clusters Score -1045175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1045175.500000 Penalty: 4550.709473
	Iteration 71Q: 3 clusters Score -1045176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1045175.062500 Penalty: 4550.709473
	Iteration 72Q: 3 clusters Score -1045175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1045175.875000 Penalty: 4550.709473
	Iteration 73Q: 3 clusters Score -1045176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1045176.187500 Penalty: 4550.709473
	Iteration 74Q: 3 clusters Score -1045176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1045178.312500 Penalty: 4550.709473
	Iteration 75Q: 3 clusters Score -1045178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1045177.375000 Penalty: 4550.709473
	Iteration 76Q: 3 clusters Score -1045177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1045180.062500 Penalty: 4550.709473
	Iteration 77Q: 3 clusters Score -1045180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1045179.187500 Penalty: 4550.709473
	Iteration 78Q: 3 clusters Score -1045179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1045179.000000 Penalty: 4550.709473
	Iteration 79Q: 3 clusters Score -1045179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1045180.000000 Penalty: 4550.709473
	Iteration 80F: 3 clusters Score -1045180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1045180.500000 Penalty: 4550.709473
	Iteration 81Q: 3 clusters Score -1045180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1045181.312500 Penalty: 4550.709473
	Iteration 82Q: 3 clusters Score -1045181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1045182.062500 Penalty: 4550.709473
	Iteration 83Q: 3 clusters Score -1045182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1045184.062500 Penalty: 4550.709473
	Iteration 84Q: 3 clusters Score -1045184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1045184.062500 Penalty: 4550.709473
	Iteration 85F: 3 clusters Score -1045184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -1136567.625000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -1136568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1128891.500000 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -1128892 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1131323.875000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -1131324 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1131965.625000 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -1131966 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1132612.375000 Penalty: 4576.104492
	Iteration 3F: 3 clusters Score -1132612 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1133174.125000 Penalty: 4576.104492
	Iteration 4F: 3 clusters Score -1133174 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1133603.750000 Penalty: 4576.104492
	Iteration 5F: 3 clusters Score -1133604 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1133880.625000 Penalty: 4576.104492
	Iteration 6Q: 3 clusters Score -1133881 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1134043.750000 Penalty: 4576.104492
	Iteration 7Q: 3 clusters Score -1134044 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1134143.500000 Penalty: 4576.104492
	Iteration 8Q: 3 clusters Score -1134144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1134214.875000 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -1134215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1134277.000000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -1134277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1134339.375000 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -1134339 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1134391.750000 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -1134392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1134440.125000 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -1134440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1134486.500000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -1134486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1134537.625000 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -1134538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1134595.875000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -1134596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1134648.250000 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -1134648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1134705.000000 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -1134705 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1134755.625000 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -1134756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1134803.125000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -1134803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1134848.375000 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -1134848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1134893.750000 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -1134894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1134942.625000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -1134943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1134973.125000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -1134973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1135008.750000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -1135009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1135050.625000 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -1135051 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1135094.375000 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -1135094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1135118.250000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -1135118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1135140.625000 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -1135141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1135163.375000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -1135163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1135186.125000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -1135186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1135215.250000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -1135215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1135236.250000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -1135236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1135258.000000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -1135258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1135275.000000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -1135275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1135290.375000 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -1135290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1135303.500000 Penalty: 4576.104492
	Iteration 37Q: 3 clusters Score -1135304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1135321.125000 Penalty: 4576.104492
	Iteration 38Q: 3 clusters Score -1135321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1135328.500000 Penalty: 4576.104492
	Iteration 39Q: 3 clusters Score -1135328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1135337.750000 Penalty: 4576.104492
	Iteration 40F: 3 clusters Score -1135338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1135344.625000 Penalty: 4576.104492
	Iteration 41Q: 3 clusters Score -1135345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1135354.250000 Penalty: 4576.104492
	Iteration 42Q: 3 clusters Score -1135354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1135362.750000 Penalty: 4576.104492
	Iteration 43Q: 3 clusters Score -1135363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1135370.500000 Penalty: 4576.104492
	Iteration 44Q: 3 clusters Score -1135370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1135372.375000 Penalty: 4576.104492
	Iteration 45Q: 3 clusters Score -1135372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1135375.625000 Penalty: 4576.104492
	Iteration 46Q: 3 clusters Score -1135376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1135380.625000 Penalty: 4576.104492
	Iteration 47Q: 3 clusters Score -1135381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1135382.750000 Penalty: 4576.104492
	Iteration 48Q: 3 clusters Score -1135383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1135384.500000 Penalty: 4576.104492
	Iteration 49Q: 3 clusters Score -1135384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1135387.500000 Penalty: 4576.104492
	Iteration 50Q: 3 clusters Score -1135388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1135390.000000 Penalty: 4576.104492
	Iteration 51Q: 3 clusters Score -1135390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1135392.250000 Penalty: 4576.104492
	Iteration 52Q: 3 clusters Score -1135392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1135395.375000 Penalty: 4576.104492
	Iteration 53Q: 3 clusters Score -1135395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1135397.000000 Penalty: 4576.104492
	Iteration 54Q: 3 clusters Score -1135397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1135400.750000 Penalty: 4576.104492
	Iteration 55Q: 3 clusters Score -1135401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1135400.625000 Penalty: 4576.104492
	Iteration 56Q: 3 clusters Score -1135401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1135403.000000 Penalty: 4576.104492
	Iteration 57Q: 3 clusters Score -1135403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1135403.875000 Penalty: 4576.104492
	Iteration 58Q: 3 clusters Score -1135404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1135404.875000 Penalty: 4576.104492
	Iteration 59Q: 3 clusters Score -1135405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1135405.750000 Penalty: 4576.104492
	Iteration 60F: 3 clusters Score -1135406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Entering Unmasked Estep 
Score: -580004.750000 Penalty: 2104.965576
	Iteration 0F: 2 clusters Score -580004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -575657.375000 Penalty: 4209.931152
	Iteration 0F: 3 clusters Score -575657.4 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -576760.062500 Penalty: 4209.931152
	Iteration 1F: 3 clusters Score -576760.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -577147.437500 Penalty: 4209.931152
	Iteration 2F: 3 clusters Score -577147.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -577698.687500 Penalty: 4209.931152
	Iteration 3F: 3 clusters Score -577698.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -578451.812500 Penalty: 4209.931152
	Iteration 4F: 3 clusters Score -578451.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -579173.625000 Penalty: 4209.931152
	Iteration 5F: 3 clusters Score -579173.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -579589.812500 Penalty: 4209.931152
	Iteration 6F: 3 clusters Score -579589.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -579786.250000 Penalty: 4209.931152
	Iteration 7Q: 3 clusters Score -579786.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -579905.687500 Penalty: 4209.931152
	Iteration 8Q: 3 clusters Score -579905.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -579960.500000 Penalty: 4209.931152
	Iteration 9Q: 3 clusters Score -579960.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -579990.437500 Penalty: 4209.931152
	Iteration 10Q: 3 clusters Score -579990.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -580012.312500 Penalty: 4209.931152
	Iteration 11Q: 3 clusters Score -580012.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -580027.312500 Penalty: 4209.931152
	Iteration 12Q: 3 clusters Score -580027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -580033.562500 Penalty: 4209.931152
	Iteration 13Q: 3 clusters Score -580033.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -580037.750000 Penalty: 4209.931152
	Iteration 14Q: 3 clusters Score -580037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -580041.562500 Penalty: 4209.931152
	Iteration 15Q: 3 clusters Score -580041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -580045.062500 Penalty: 4209.931152
	Iteration 16Q: 3 clusters Score -580045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -580045.187500 Penalty: 4209.931152
	Iteration 17Q: 3 clusters Score -580045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -580046.000000 Penalty: 4209.931152
	Iteration 18Q: 3 clusters Score -580046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -580047.437500 Penalty: 4209.931152
	Iteration 19Q: 3 clusters Score -580047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -580049.000000 Penalty: 4209.931152
	Iteration 20F: 3 clusters Score -580049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -580049.187500 Penalty: 4209.931152
	Iteration 21Q: 3 clusters Score -580049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -580048.312500 Penalty: 4209.931152
	Iteration 22Q: 3 clusters Score -580048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -580048.312500 Penalty: 4209.931152
	Iteration 23F: 3 clusters Score -580048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 52180 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 14932 members 
Mstep: Class 9 contains 23819 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348710 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 63161 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 58317 members 
Mstep: Class 23 contains 18397 members 
Mstep: Class 24 contains 44028 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14153 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 10158 members 
Mstep: Class 31 contains 2083 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 15317 members 
Mstep: Class 35 contains 2772 members 
Entering Unmasked Estep 
Score: -104946456.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104947440.000000 to -104946456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -529071.437500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -529071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -525021.250000 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -525021.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -525943.875000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -525943.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -526171.875000 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -526171.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -526360.062500 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -526360.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -526493.500000 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -526493.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -526614.875000 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -526614.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -526733.187500 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -526733.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -526835.125000 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -526835.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -526958.625000 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -526958.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -527106.187500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -527106.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -527284.937500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -527284.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -527460.500000 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -527460.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -527578.500000 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -527578.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -527669.312500 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -527669.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -527751.375000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -527751.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -527821.250000 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -527821.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -527870.437500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -527870.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -527894.312500 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -527894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -527910.375000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -527910.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -527923.437500 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -527923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -527930.875000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -527930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -527935.062500 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -527935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -527937.937500 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -527937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -527940.625000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -527940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -527943.312500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -527943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -527945.625000 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -527945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -527946.250000 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -527946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -527947.625000 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -527947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -527948.375000 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -527948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -527948.750000 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -527948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -527949.125000 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -527949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -527949.875000 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -527949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -527949.875000 Penalty: 4154.198242
	Iteration 32F: 3 clusters Score -527949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -37066.726562 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -37066.73 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 164 members 
Entering Unmasked Estep 
Score: -35782.785156 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -35782.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35910.121094 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -35910.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35969.804688 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -35969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36008.855469 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -36008.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36017.191406 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -36017.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36020.898438 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -36020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36020.898438 Penalty: 2870.301025
	Iteration 6F: 3 clusters Score -36020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 52180 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 14932 members 
Mstep: Class 9 contains 23819 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 348710 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 63161 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 58317 members 
Mstep: Class 23 contains 18397 members 
Mstep: Class 24 contains 44028 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14153 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 10158 members 
Mstep: Class 31 contains 4855 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950216.000000 Penalty: 115018.523438
Iteration 119Q: 35 clusters Score -1.049502e+08 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 52488 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26219 members 
Mstep: Class 6 contains 25987 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 14917 members 
Mstep: Class 9 contains 23481 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 350199 members 
Mstep: Class 15 contains 9204 members 
Mstep: Class 16 contains 63261 members 
Mstep: Class 17 contains 12349 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 14733 members 
Mstep: Class 20 contains 12163 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 58271 members 
Mstep: Class 23 contains 18502 members 
Mstep: Class 24 contains 44063 members 
Mstep: Class 25 contains 8119 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14145 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 10153 members 
Mstep: Class 31 contains 4879 members 
Mstep: Class 32 contains 4340 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952608.000000 Penalty: 115018.523438
Iteration 120F: 35 clusters Score -1.049526e+08 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 52677 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 26155 members 
Mstep: Class 6 contains 25981 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 14898 members 
Mstep: Class 9 contains 23314 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 350299 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 16 contains 63278 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 21 contains 10033 members 
Mstep: Class 22 contains 58070 members 
Mstep: Class 23 contains 18516 members 
Mstep: Class 24 contains 44138 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 10154 members 
Mstep: Class 31 contains 4844 members 
Mstep: Class 32 contains 4336 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953400.000000 Penalty: 115018.523438
Iteration 121Q: 35 clusters Score -1.049534e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 52895 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 26103 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 14886 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 350438 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 63269 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 7334 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 57873 members 
Mstep: Class 23 contains 18546 members 
Mstep: Class 24 contains 44203 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 10141 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 4341 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954000.000000 Penalty: 115018.523438
Iteration 122Q: 35 clusters Score -1.04954e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 53142 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 26065 members 
Mstep: Class 6 contains 25989 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 14872 members 
Mstep: Class 9 contains 23136 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 350527 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 63248 members 
Mstep: Class 17 contains 12430 members 
Mstep: Class 18 contains 7311 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 12124 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 57702 members 
Mstep: Class 23 contains 18575 members 
Mstep: Class 24 contains 44246 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 9644 members 
Mstep: Class 30 contains 10136 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 4343 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953968.000000 Penalty: 115018.523438
Iteration 123Q: 35 clusters Score -1.04954e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 53414 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 25999 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 14859 members 
Mstep: Class 9 contains 23091 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 350640 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 63223 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 10013 members 
Mstep: Class 22 contains 57524 members 
Mstep: Class 23 contains 18597 members 
Mstep: Class 24 contains 44281 members 
Mstep: Class 25 contains 8171 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 10127 members 
Mstep: Class 31 contains 4805 members 
Mstep: Class 32 contains 4344 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954064.000000 Penalty: 115018.523438
Iteration 124Q: 35 clusters Score -1.049541e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 53686 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 25965 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 14852 members 
Mstep: Class 9 contains 23061 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 350834 members 
Mstep: Class 15 contains 7726 members 
Mstep: Class 16 contains 63190 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 12098 members 
Mstep: Class 21 contains 10008 members 
Mstep: Class 22 contains 57340 members 
Mstep: Class 23 contains 18619 members 
Mstep: Class 24 contains 44309 members 
Mstep: Class 25 contains 8178 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 9644 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954472.000000 Penalty: 115018.523438
Iteration 125Q: 35 clusters Score -1.049545e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 53994 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 25925 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 14850 members 
Mstep: Class 9 contains 23040 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 351034 members 
Mstep: Class 15 contains 7445 members 
Mstep: Class 16 contains 63142 members 
Mstep: Class 17 contains 12520 members 
Mstep: Class 18 contains 7218 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 21 contains 10002 members 
Mstep: Class 22 contains 57149 members 
Mstep: Class 23 contains 18632 members 
Mstep: Class 24 contains 44332 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 9639 members 
Mstep: Class 30 contains 10099 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954600.000000 Penalty: 115018.523438
Iteration 126Q: 35 clusters Score -1.049546e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 54276 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 25903 members 
Mstep: Class 6 contains 25964 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 23054 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 351179 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 63105 members 
Mstep: Class 17 contains 12538 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 14874 members 
Mstep: Class 20 contains 12077 members 
Mstep: Class 21 contains 9994 members 
Mstep: Class 22 contains 56973 members 
Mstep: Class 23 contains 18650 members 
Mstep: Class 24 contains 44348 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 9638 members 
Mstep: Class 30 contains 10096 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954576.000000 Penalty: 115018.523438
Iteration 127Q: 35 clusters Score -1.049546e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 54544 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 25901 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 351319 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 63045 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 7152 members 
Mstep: Class 19 contains 14889 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 21 contains 9986 members 
Mstep: Class 22 contains 56800 members 
Mstep: Class 23 contains 18661 members 
Mstep: Class 24 contains 44373 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14129 members 
Mstep: Class 29 contains 9639 members 
Mstep: Class 30 contains 10096 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954880.000000 Penalty: 115018.523438
Iteration 128Q: 35 clusters Score -1.049549e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 54796 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 25892 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 22993 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 351452 members 
Mstep: Class 15 contains 6692 members 
Mstep: Class 16 contains 63004 members 
Mstep: Class 17 contains 12607 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 14902 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 56624 members 
Mstep: Class 23 contains 18673 members 
Mstep: Class 24 contains 44390 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 9639 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 115018.523438
Iteration 129Q: 35 clusters Score -1.049551e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 54964 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 25880 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 22965 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 351554 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 62973 members 
Mstep: Class 17 contains 12658 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 56458 members 
Mstep: Class 23 contains 18693 members 
Mstep: Class 24 contains 44402 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 9636 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955384.000000 Penalty: 115018.523438
Iteration 130Q: 35 clusters Score -1.049554e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 55093 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 25862 members 
Mstep: Class 6 contains 25963 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 14849 members 
Mstep: Class 9 contains 22952 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 351666 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 62928 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 12048 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 56316 members 
Mstep: Class 23 contains 18721 members 
Mstep: Class 24 contains 44412 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14126 members 
Mstep: Class 29 contains 9629 members 
Mstep: Class 30 contains 10075 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955552.000000 Penalty: 115018.523438
Iteration 131Q: 35 clusters Score -1.049556e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 55227 members 
Mstep: Class 3 contains 3018 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 25848 members 
Mstep: Class 6 contains 25968 members 
Mstep: Class 7 contains 4271 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 22948 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 351806 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 62855 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 56172 members 
Mstep: Class 23 contains 18744 members 
Mstep: Class 24 contains 44423 members 
Mstep: Class 25 contains 8181 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 9623 members 
Mstep: Class 30 contains 10067 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955728.000000 Penalty: 115018.523438
Iteration 132Q: 35 clusters Score -1.049557e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 55322 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 25830 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 22946 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 351946 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 62796 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 7060 members 
Mstep: Class 19 contains 14922 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 56041 members 
Mstep: Class 23 contains 18780 members 
Mstep: Class 24 contains 44426 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14124 members 
Mstep: Class 29 contains 9617 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 133Q: 35 clusters Score -1.049558e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 55416 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 25813 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 22938 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 352077 members 
Mstep: Class 15 contains 6157 members 
Mstep: Class 16 contains 62742 members 
Mstep: Class 17 contains 12812 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 14929 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 55924 members 
Mstep: Class 23 contains 18797 members 
Mstep: Class 24 contains 44426 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14120 members 
Mstep: Class 29 contains 9615 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955760.000000 Penalty: 115018.523438
Iteration 134Q: 35 clusters Score -1.049558e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 55507 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25964 members 
Mstep: Class 7 contains 4295 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22928 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 352168 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 62697 members 
Mstep: Class 17 contains 12837 members 
Mstep: Class 18 contains 7024 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 12035 members 
Mstep: Class 21 contains 9944 members 
Mstep: Class 22 contains 55814 members 
Mstep: Class 23 contains 18810 members 
Mstep: Class 24 contains 44429 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14119 members 
Mstep: Class 29 contains 9616 members 
Mstep: Class 30 contains 10053 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955680.000000 Penalty: 115018.523438
Iteration 135Q: 35 clusters Score -1.049557e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 55600 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 25961 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22928 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 352260 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 62649 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 7008 members 
Mstep: Class 19 contains 14929 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 9940 members 
Mstep: Class 22 contains 55698 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 44434 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 9614 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955728.000000 Penalty: 115018.523438
Iteration 136Q: 35 clusters Score -1.049557e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 55666 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 25795 members 
Mstep: Class 6 contains 25958 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22929 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 352352 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 62602 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 55612 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 44436 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 9613 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955480.000000 Penalty: 115018.523438
Iteration 137Q: 35 clusters Score -1.049555e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 55697 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 25796 members 
Mstep: Class 6 contains 25961 members 
Mstep: Class 7 contains 4310 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22927 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 352422 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 62564 members 
Mstep: Class 17 contains 12901 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 19 contains 14935 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 9940 members 
Mstep: Class 22 contains 55527 members 
Mstep: Class 23 contains 18830 members 
Mstep: Class 24 contains 44441 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14116 members 
Mstep: Class 29 contains 9610 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955552.000000 Penalty: 115018.523438
Iteration 138Q: 35 clusters Score -1.049556e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 55729 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25963 members 
Mstep: Class 7 contains 4315 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22928 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 352503 members 
Mstep: Class 15 contains 5949 members 
Mstep: Class 16 contains 62548 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 6978 members 
Mstep: Class 19 contains 14934 members 
Mstep: Class 20 contains 12044 members 
Mstep: Class 21 contains 9938 members 
Mstep: Class 22 contains 55431 members 
Mstep: Class 23 contains 18843 members 
Mstep: Class 24 contains 44441 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14112 members 
Mstep: Class 29 contains 9608 members 
Mstep: Class 30 contains 10024 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955528.000000 Penalty: 115018.523438
Iteration 139Q: 35 clusters Score -1.049555e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 55727 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25967 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22918 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 352555 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 62537 members 
Mstep: Class 17 contains 12953 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 14933 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 9940 members 
Mstep: Class 22 contains 55358 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 44448 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14110 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 10019 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955584.000000 Penalty: 115018.523438
Iteration 140F: 35 clusters Score -1.049556e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 55748 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25969 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22912 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 352612 members 
Mstep: Class 15 contains 5909 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 55274 members 
Mstep: Class 23 contains 18877 members 
Mstep: Class 24 contains 44457 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14106 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 10012 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955544.000000 Penalty: 115018.523438
Iteration 141Q: 35 clusters Score -1.049555e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 55772 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 25780 members 
Mstep: Class 6 contains 25972 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22901 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 352675 members 
Mstep: Class 15 contains 5889 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 13016 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 55207 members 
Mstep: Class 23 contains 18894 members 
Mstep: Class 24 contains 44462 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14102 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 10008 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955632.000000 Penalty: 115018.523438
Iteration 142Q: 35 clusters Score -1.049556e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 55792 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 25775 members 
Mstep: Class 6 contains 25970 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22892 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 352735 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 6940 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 55146 members 
Mstep: Class 23 contains 18911 members 
Mstep: Class 24 contains 44466 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14101 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955616.000000 Penalty: 115018.523438
Iteration 143Q: 35 clusters Score -1.049556e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 55816 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 25978 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 22887 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 352768 members 
Mstep: Class 15 contains 5858 members 
Mstep: Class 16 contains 62478 members 
Mstep: Class 17 contains 13072 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 55096 members 
Mstep: Class 23 contains 18916 members 
Mstep: Class 24 contains 44470 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14099 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 9978 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955720.000000 Penalty: 115018.523438
Iteration 144Q: 35 clusters Score -1.049557e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 55836 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 25773 members 
Mstep: Class 6 contains 25980 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 22878 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 352808 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 62477 members 
Mstep: Class 17 contains 13096 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 9943 members 
Mstep: Class 22 contains 55046 members 
Mstep: Class 23 contains 18929 members 
Mstep: Class 24 contains 44472 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 9963 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955752.000000 Penalty: 115018.523438
Iteration 145Q: 35 clusters Score -1.049558e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 55859 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 25772 members 
Mstep: Class 6 contains 25983 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22872 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 352836 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 62478 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 6924 members 
Mstep: Class 19 contains 14922 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 55000 members 
Mstep: Class 23 contains 18949 members 
Mstep: Class 24 contains 44474 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 9602 members 
Mstep: Class 30 contains 9945 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955720.000000 Penalty: 115018.523438
Iteration 146Q: 35 clusters Score -1.049557e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 55886 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 25768 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22859 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 352859 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 62469 members 
Mstep: Class 17 contains 13125 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 12040 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 54961 members 
Mstep: Class 23 contains 18969 members 
Mstep: Class 24 contains 44476 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14091 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 9929 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955744.000000 Penalty: 115018.523438
Iteration 147Q: 35 clusters Score -1.049557e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 55894 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 25767 members 
Mstep: Class 6 contains 25988 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 352886 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 62460 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 12036 members 
Mstep: Class 21 contains 9979 members 
Mstep: Class 22 contains 54912 members 
Mstep: Class 23 contains 18982 members 
Mstep: Class 24 contains 44478 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14082 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 9922 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955840.000000 Penalty: 115018.523438
Iteration 148Q: 35 clusters Score -1.049558e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 55906 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 25766 members 
Mstep: Class 6 contains 25976 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 22835 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1769 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 352930 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 62453 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 54880 members 
Mstep: Class 23 contains 18994 members 
Mstep: Class 24 contains 44480 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14075 members 
Mstep: Class 29 contains 9600 members 
Mstep: Class 30 contains 9906 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955696.000000 Penalty: 115018.523438
Iteration 149Q: 35 clusters Score -1.049557e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 55927 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25962 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 22827 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1769 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 352970 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 62439 members 
Mstep: Class 17 contains 13187 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 10009 members 
Mstep: Class 22 contains 54850 members 
Mstep: Class 23 contains 19002 members 
Mstep: Class 24 contains 44481 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955752.000000 Penalty: 115018.523438
Iteration 150Q: 35 clusters Score -1.049558e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 55940 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 22821 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 1386 members 
Mstep: Class 14 contains 352995 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 62435 members 
Mstep: Class 17 contains 13213 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 54819 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 44484 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 9854 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955768.000000 Penalty: 115018.523438
Iteration 151Q: 35 clusters Score -1.049558e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 55965 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 25947 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 14838 members 
Mstep: Class 9 contains 22814 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 353013 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 62430 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 21 contains 10036 members 
Mstep: Class 22 contains 54794 members 
Mstep: Class 23 contains 19020 members 
Mstep: Class 24 contains 44493 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14059 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 9827 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955648.000000 Penalty: 115018.523438
Iteration 152Q: 35 clusters Score -1.049556e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 56003 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 22802 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 353039 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 62422 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 6853 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 54765 members 
Mstep: Class 23 contains 19042 members 
Mstep: Class 24 contains 44497 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14056 members 
Mstep: Class 29 contains 9596 members 
Mstep: Class 30 contains 9799 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955608.000000 Penalty: 115018.523438
Iteration 153Q: 35 clusters Score -1.049556e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 56029 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 25752 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14833 members 
Mstep: Class 9 contains 22793 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 353059 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 62414 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 6838 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 54739 members 
Mstep: Class 23 contains 19060 members 
Mstep: Class 24 contains 44502 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14051 members 
Mstep: Class 29 contains 9595 members 
Mstep: Class 30 contains 9776 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 154Q: 35 clusters Score -1.049558e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 56054 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 25752 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14829 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 353088 members 
Mstep: Class 15 contains 5770 members 
Mstep: Class 16 contains 62407 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 54705 members 
Mstep: Class 23 contains 19079 members 
Mstep: Class 24 contains 44511 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14045 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9751 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955576.000000 Penalty: 115018.523438
Iteration 155Q: 35 clusters Score -1.049556e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 56070 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14826 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 353084 members 
Mstep: Class 15 contains 5770 members 
Mstep: Class 16 contains 62406 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 54692 members 
Mstep: Class 23 contains 19094 members 
Mstep: Class 24 contains 44523 members 
Mstep: Class 25 contains 8195 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14036 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9736 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955760.000000 Penalty: 115018.523438
Iteration 156Q: 35 clusters Score -1.049558e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 56099 members 
Mstep: Class 3 contains 2965 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14825 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 353093 members 
Mstep: Class 15 contains 5763 members 
Mstep: Class 16 contains 62399 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 54669 members 
Mstep: Class 23 contains 19109 members 
Mstep: Class 24 contains 44529 members 
Mstep: Class 25 contains 8197 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14031 members 
Mstep: Class 29 contains 9593 members 
Mstep: Class 30 contains 9716 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955872.000000 Penalty: 115018.523438
Iteration 157Q: 35 clusters Score -1.049559e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 56123 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25758 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14823 members 
Mstep: Class 9 contains 22781 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 353092 members 
Mstep: Class 15 contains 5752 members 
Mstep: Class 16 contains 62395 members 
Mstep: Class 17 contains 13287 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 54654 members 
Mstep: Class 23 contains 19120 members 
Mstep: Class 24 contains 44534 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14019 members 
Mstep: Class 29 contains 9592 members 
Mstep: Class 30 contains 9699 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955944.000000 Penalty: 115018.523438
Iteration 158Q: 35 clusters Score -1.049559e+08 nChanged 244
Entering ConstructFrom: 
Score: -104955944.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (14338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Entering Unmasked Estep 
Score: -1807628.250000 Penalty: 2373.525635
	Iteration 0F: 2 clusters Score -1807628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1797185.625000 Penalty: 4747.051270
	Iteration 0F: 3 clusters Score -1797186 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1800531.625000 Penalty: 4747.051270
	Iteration 1F: 3 clusters Score -1800532 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1800880.750000 Penalty: 4747.051270
	Iteration 2F: 3 clusters Score -1800881 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1801156.625000 Penalty: 4747.051270
	Iteration 3Q: 3 clusters Score -1801157 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1801369.000000 Penalty: 4747.051270
	Iteration 4Q: 3 clusters Score -1801369 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1801579.000000 Penalty: 4747.051270
	Iteration 5Q: 3 clusters Score -1801579 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1801763.250000 Penalty: 4747.051270
	Iteration 6Q: 3 clusters Score -1801763 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1801956.250000 Penalty: 4747.051270
	Iteration 7Q: 3 clusters Score -1801956 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1802252.000000 Penalty: 4747.051270
	Iteration 8Q: 3 clusters Score -1802252 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1802658.125000 Penalty: 4747.051270
	Iteration 9Q: 3 clusters Score -1802658 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1803190.250000 Penalty: 4747.051270
	Iteration 10F: 3 clusters Score -1803190 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1803826.750000 Penalty: 4747.051270
	Iteration 11F: 3 clusters Score -1803827 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1804475.000000 Penalty: 4747.051270
	Iteration 12F: 3 clusters Score -1804475 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1805008.125000 Penalty: 4747.051270
	Iteration 13Q: 3 clusters Score -1805008 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1805479.375000 Penalty: 4747.051270
	Iteration 14Q: 3 clusters Score -1805479 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1805905.750000 Penalty: 4747.051270
	Iteration 15Q: 3 clusters Score -1805906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1806333.875000 Penalty: 4747.051270
	Iteration 16Q: 3 clusters Score -1806334 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1806671.250000 Penalty: 4747.051270
	Iteration 17Q: 3 clusters Score -1806671 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1806866.625000 Penalty: 4747.051270
	Iteration 18Q: 3 clusters Score -1806867 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1806940.250000 Penalty: 4747.051270
	Iteration 19Q: 3 clusters Score -1806940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1806975.250000 Penalty: 4747.051270
	Iteration 20F: 3 clusters Score -1806975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1806989.875000 Penalty: 4747.051270
	Iteration 21Q: 3 clusters Score -1806990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1807008.000000 Penalty: 4747.051270
	Iteration 22Q: 3 clusters Score -1807008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1807008.750000 Penalty: 4747.051270
	Iteration 23Q: 3 clusters Score -1807009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1807014.375000 Penalty: 4747.051270
	Iteration 24Q: 3 clusters Score -1807014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1807023.000000 Penalty: 4747.051270
	Iteration 25Q: 3 clusters Score -1807023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1807022.500000 Penalty: 4747.051270
	Iteration 26Q: 3 clusters Score -1807022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1807024.000000 Penalty: 4747.051270
	Iteration 27Q: 3 clusters Score -1807024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1807023.625000 Penalty: 4747.051270
	Iteration 28Q: 3 clusters Score -1807024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1807023.250000 Penalty: 4747.051270
	Iteration 29Q: 3 clusters Score -1807023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1807023.750000 Penalty: 4747.051270
	Iteration 30Q: 3 clusters Score -1807024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1807023.875000 Penalty: 4747.051270
	Iteration 31Q: 3 clusters Score -1807024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1807025.000000 Penalty: 4747.051270
	Iteration 32Q: 3 clusters Score -1807025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1807025.500000 Penalty: 4747.051270
	Iteration 33Q: 3 clusters Score -1807026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1807025.500000 Penalty: 4747.051270
	Iteration 34F: 3 clusters Score -1807026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Entering Unmasked Estep 
Score: -6694970.500000 Penalty: 2712.064941
	Iteration 0F: 2 clusters Score -6694970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -6657107.000000 Penalty: 5424.129883
	Iteration 0F: 3 clusters Score -6657107 nChanged 26162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6671955.000000 Penalty: 5424.129883
	Iteration 1F: 3 clusters Score -6671955 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -6672965.000000 Penalty: 5424.129883
	Iteration 2Q: 3 clusters Score -6672965 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6674208.500000 Penalty: 5424.129883
	Iteration 3Q: 3 clusters Score -6674208 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6675918.500000 Penalty: 5424.129883
	Iteration 4F: 3 clusters Score -6675918 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -6678017.000000 Penalty: 5424.129883
	Iteration 5F: 3 clusters Score -6678017 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6680816.000000 Penalty: 5424.129883
	Iteration 6F: 3 clusters Score -6680816 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -6683887.000000 Penalty: 5424.129883
	Iteration 7F: 3 clusters Score -6683887 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -6686666.000000 Penalty: 5424.129883
	Iteration 8F: 3 clusters Score -6686666 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6688908.000000 Penalty: 5424.129883
	Iteration 9Q: 3 clusters Score -6688908 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -6690322.000000 Penalty: 5424.129883
	Iteration 10Q: 3 clusters Score -6690322 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6691236.000000 Penalty: 5424.129883
	Iteration 11Q: 3 clusters Score -6691236 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6691811.000000 Penalty: 5424.129883
	Iteration 12Q: 3 clusters Score -6691811 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6692164.500000 Penalty: 5424.129883
	Iteration 13Q: 3 clusters Score -6692164 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6692404.000000 Penalty: 5424.129883
	Iteration 14Q: 3 clusters Score -6692404 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6692561.500000 Penalty: 5424.129883
	Iteration 15Q: 3 clusters Score -6692562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6692682.000000 Penalty: 5424.129883
	Iteration 16Q: 3 clusters Score -6692682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6692762.000000 Penalty: 5424.129883
	Iteration 17Q: 3 clusters Score -6692762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6692821.000000 Penalty: 5424.129883
	Iteration 18Q: 3 clusters Score -6692821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6692854.500000 Penalty: 5424.129883
	Iteration 19Q: 3 clusters Score -6692854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6692876.000000 Penalty: 5424.129883
	Iteration 20F: 3 clusters Score -6692876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6692907.000000 Penalty: 5424.129883
	Iteration 21Q: 3 clusters Score -6692907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6692942.500000 Penalty: 5424.129883
	Iteration 22Q: 3 clusters Score -6692942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6692970.000000 Penalty: 5424.129883
	Iteration 23Q: 3 clusters Score -6692970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6692989.500000 Penalty: 5424.129883
	Iteration 24Q: 3 clusters Score -6692990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6693010.000000 Penalty: 5424.129883
	Iteration 25Q: 3 clusters Score -6693010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6693016.000000 Penalty: 5424.129883
	Iteration 26Q: 3 clusters Score -6693016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6693034.000000 Penalty: 5424.129883
	Iteration 27Q: 3 clusters Score -6693034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6693032.500000 Penalty: 5424.129883
	Iteration 28Q: 3 clusters Score -6693032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6693049.000000 Penalty: 5424.129883
	Iteration 29Q: 3 clusters Score -6693049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6693064.000000 Penalty: 5424.129883
	Iteration 30Q: 3 clusters Score -6693064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6693080.000000 Penalty: 5424.129883
	Iteration 31Q: 3 clusters Score -6693080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6693075.500000 Penalty: 5424.129883
	Iteration 32Q: 3 clusters Score -6693076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6693080.500000 Penalty: 5424.129883
	Iteration 33Q: 3 clusters Score -6693080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6693080.500000 Penalty: 5424.129883
	Iteration 34Q: 3 clusters Score -6693080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6693083.000000 Penalty: 5424.129883
	Iteration 35Q: 3 clusters Score -6693083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6693083.500000 Penalty: 5424.129883
	Iteration 36Q: 3 clusters Score -6693084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6693082.000000 Penalty: 5424.129883
	Iteration 37Q: 3 clusters Score -6693082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6693087.500000 Penalty: 5424.129883
	Iteration 38Q: 3 clusters Score -6693088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6693091.000000 Penalty: 5424.129883
	Iteration 39Q: 3 clusters Score -6693091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6693096.500000 Penalty: 5424.129883
	Iteration 40F: 3 clusters Score -6693096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6693098.500000 Penalty: 5424.129883
	Iteration 41Q: 3 clusters Score -6693098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6693098.500000 Penalty: 5424.129883
	Iteration 42F: 3 clusters Score -6693098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -372403.156250 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -372403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -369208.906250 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -369208.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -369839.625000 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -369839.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -369987.250000 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -369987.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -370074.375000 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -370074.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -370128.968750 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -370129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -370159.281250 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -370159.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -370183.406250 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -370183.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -370203.937500 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -370203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -370224.593750 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -370224.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -370244.468750 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -370244.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -370272.437500 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -370272.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -370302.406250 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -370302.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370326.593750 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -370326.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370354.625000 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -370354.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -370369.000000 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -370369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -370384.093750 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -370384.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -370397.343750 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -370397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -370406.968750 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -370407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -370418.750000 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -370418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -370428.937500 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -370428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -370442.062500 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -370442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -370450.250000 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -370450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -370459.875000 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -370459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -370474.187500 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -370474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -370487.312500 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -370487.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -370507.343750 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -370507.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -370529.312500 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -370529.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -370542.343750 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -370542.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -370553.093750 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -370553.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -370559.218750 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -370559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -370562.906250 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -370562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -370565.312500 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -370565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -370567.312500 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -370567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -370568.250000 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -370568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -370569.437500 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -370569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -370570.062500 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -370570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -370570.656250 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -370570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -370570.656250 Penalty: 3964.165283
	Iteration 37F: 3 clusters Score -370570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -523326.781250 Penalty: 2062.684814
	Iteration 0F: 2 clusters Score -523326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -519379.437500 Penalty: 4125.369629
	Iteration 0F: 3 clusters Score -519379.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -520259.250000 Penalty: 4125.369629
	Iteration 1F: 3 clusters Score -520259.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -520437.812500 Penalty: 4125.369629
	Iteration 2F: 3 clusters Score -520437.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -520556.781250 Penalty: 4125.369629
	Iteration 3Q: 3 clusters Score -520556.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -520635.281250 Penalty: 4125.369629
	Iteration 4Q: 3 clusters Score -520635.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -520705.468750 Penalty: 4125.369629
	Iteration 5Q: 3 clusters Score -520705.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -520779.218750 Penalty: 4125.369629
	Iteration 6Q: 3 clusters Score -520779.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -520859.843750 Penalty: 4125.369629
	Iteration 7Q: 3 clusters Score -520859.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -520947.843750 Penalty: 4125.369629
	Iteration 8Q: 3 clusters Score -520947.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -521045.687500 Penalty: 4125.369629
	Iteration 9Q: 3 clusters Score -521045.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -521132.187500 Penalty: 4125.369629
	Iteration 10Q: 3 clusters Score -521132.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -521211.375000 Penalty: 4125.369629
	Iteration 11Q: 3 clusters Score -521211.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -521286.406250 Penalty: 4125.369629
	Iteration 12Q: 3 clusters Score -521286.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -521378.906250 Penalty: 4125.369629
	Iteration 13Q: 3 clusters Score -521378.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -521460.437500 Penalty: 4125.369629
	Iteration 14Q: 3 clusters Score -521460.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -521537.656250 Penalty: 4125.369629
	Iteration 15Q: 3 clusters Score -521537.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -521625.281250 Penalty: 4125.369629
	Iteration 16Q: 3 clusters Score -521625.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -521694.937500 Penalty: 4125.369629
	Iteration 17Q: 3 clusters Score -521694.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -521744.500000 Penalty: 4125.369629
	Iteration 18Q: 3 clusters Score -521744.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -521794.906250 Penalty: 4125.369629
	Iteration 19Q: 3 clusters Score -521794.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -521841.875000 Penalty: 4125.369629
	Iteration 20F: 3 clusters Score -521841.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -521894.500000 Penalty: 4125.369629
	Iteration 21Q: 3 clusters Score -521894.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -521934.375000 Penalty: 4125.369629
	Iteration 22Q: 3 clusters Score -521934.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -521963.656250 Penalty: 4125.369629
	Iteration 23Q: 3 clusters Score -521963.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -521984.531250 Penalty: 4125.369629
	Iteration 24Q: 3 clusters Score -521984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -521997.968750 Penalty: 4125.369629
	Iteration 25Q: 3 clusters Score -521998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -522003.875000 Penalty: 4125.369629
	Iteration 26Q: 3 clusters Score -522003.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -522008.218750 Penalty: 4125.369629
	Iteration 27Q: 3 clusters Score -522008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -522011.468750 Penalty: 4125.369629
	Iteration 28Q: 3 clusters Score -522011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -522013.500000 Penalty: 4125.369629
	Iteration 29Q: 3 clusters Score -522013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -522014.625000 Penalty: 4125.369629
	Iteration 30Q: 3 clusters Score -522014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -522017.093750 Penalty: 4125.369629
	Iteration 31Q: 3 clusters Score -522017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -522017.593750 Penalty: 4125.369629
	Iteration 32Q: 3 clusters Score -522017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -522018.531250 Penalty: 4125.369629
	Iteration 33Q: 3 clusters Score -522018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -522019.125000 Penalty: 4125.369629
	Iteration 34Q: 3 clusters Score -522019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -522019.125000 Penalty: 4125.369629
	Iteration 35F: 3 clusters Score -522019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Entering Unmasked Estep 
Score: -3401844.250000 Penalty: 2518.841064
	Iteration 0F: 2 clusters Score -3401844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3383967.750000 Penalty: 5037.682129
	Iteration 0F: 3 clusters Score -3383968 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3390340.000000 Penalty: 5037.682129
	Iteration 1F: 3 clusters Score -3390340 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3390792.750000 Penalty: 5037.682129
	Iteration 2F: 3 clusters Score -3390793 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3391207.250000 Penalty: 5037.682129
	Iteration 3Q: 3 clusters Score -3391207 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3391675.750000 Penalty: 5037.682129
	Iteration 4Q: 3 clusters Score -3391676 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3392121.000000 Penalty: 5037.682129
	Iteration 5Q: 3 clusters Score -3392121 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3392752.750000 Penalty: 5037.682129
	Iteration 6Q: 3 clusters Score -3392753 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3393599.250000 Penalty: 5037.682129
	Iteration 7F: 3 clusters Score -3393599 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3394622.000000 Penalty: 5037.682129
	Iteration 8F: 3 clusters Score -3394622 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3395931.500000 Penalty: 5037.682129
	Iteration 9F: 3 clusters Score -3395932 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3397229.250000 Penalty: 5037.682129
	Iteration 10F: 3 clusters Score -3397229 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3398202.750000 Penalty: 5037.682129
	Iteration 11Q: 3 clusters Score -3398203 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3398840.500000 Penalty: 5037.682129
	Iteration 12Q: 3 clusters Score -3398840 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3399204.500000 Penalty: 5037.682129
	Iteration 13Q: 3 clusters Score -3399204 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3399397.750000 Penalty: 5037.682129
	Iteration 14Q: 3 clusters Score -3399398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3399512.500000 Penalty: 5037.682129
	Iteration 15Q: 3 clusters Score -3399512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3399590.750000 Penalty: 5037.682129
	Iteration 16Q: 3 clusters Score -3399591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3399619.750000 Penalty: 5037.682129
	Iteration 17Q: 3 clusters Score -3399620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3399641.250000 Penalty: 5037.682129
	Iteration 18Q: 3 clusters Score -3399641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3399652.250000 Penalty: 5037.682129
	Iteration 19Q: 3 clusters Score -3399652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3399661.250000 Penalty: 5037.682129
	Iteration 20F: 3 clusters Score -3399661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3399661.250000 Penalty: 5037.682129
	Iteration 21Q: 3 clusters Score -3399661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3399664.000000 Penalty: 5037.682129
	Iteration 22Q: 3 clusters Score -3399664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3399670.250000 Penalty: 5037.682129
	Iteration 23Q: 3 clusters Score -3399670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3399676.500000 Penalty: 5037.682129
	Iteration 24Q: 3 clusters Score -3399676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3399677.000000 Penalty: 5037.682129
	Iteration 25Q: 3 clusters Score -3399677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3399677.750000 Penalty: 5037.682129
	Iteration 26Q: 3 clusters Score -3399678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3399680.250000 Penalty: 5037.682129
	Iteration 27Q: 3 clusters Score -3399680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3399679.750000 Penalty: 5037.682129
	Iteration 28Q: 3 clusters Score -3399680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3399690.000000 Penalty: 5037.682129
	Iteration 29Q: 3 clusters Score -3399690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3399693.750000 Penalty: 5037.682129
	Iteration 30Q: 3 clusters Score -3399694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3399693.750000 Penalty: 5037.682129
	Iteration 31Q: 3 clusters Score -3399694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3399691.750000 Penalty: 5037.682129
	Iteration 32Q: 3 clusters Score -3399692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3399691.750000 Penalty: 5037.682129
	Iteration 33F: 3 clusters Score -3399692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Entering Unmasked Estep 
Score: -3430607.750000 Penalty: 2520.634766
	Iteration 0F: 2 clusters Score -3430608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3412642.500000 Penalty: 5041.269531
	Iteration 0F: 3 clusters Score -3412642 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3419035.750000 Penalty: 5041.269531
	Iteration 1F: 3 clusters Score -3419036 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3419557.500000 Penalty: 5041.269531
	Iteration 2F: 3 clusters Score -3419558 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3420055.000000 Penalty: 5041.269531
	Iteration 3Q: 3 clusters Score -3420055 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3420638.000000 Penalty: 5041.269531
	Iteration 4Q: 3 clusters Score -3420638 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3421351.750000 Penalty: 5041.269531
	Iteration 5F: 3 clusters Score -3421352 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3422302.750000 Penalty: 5041.269531
	Iteration 6F: 3 clusters Score -3422303 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3423459.500000 Penalty: 5041.269531
	Iteration 7F: 3 clusters Score -3423460 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3424712.750000 Penalty: 5041.269531
	Iteration 8F: 3 clusters Score -3424713 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3425864.000000 Penalty: 5041.269531
	Iteration 9F: 3 clusters Score -3425864 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3426849.500000 Penalty: 5041.269531
	Iteration 10Q: 3 clusters Score -3426850 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3427487.500000 Penalty: 5041.269531
	Iteration 11Q: 3 clusters Score -3427488 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3427869.500000 Penalty: 5041.269531
	Iteration 12Q: 3 clusters Score -3427870 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3428108.500000 Penalty: 5041.269531
	Iteration 13Q: 3 clusters Score -3428108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3428276.500000 Penalty: 5041.269531
	Iteration 14Q: 3 clusters Score -3428276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3428365.250000 Penalty: 5041.269531
	Iteration 15Q: 3 clusters Score -3428365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3428432.250000 Penalty: 5041.269531
	Iteration 16Q: 3 clusters Score -3428432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3428470.500000 Penalty: 5041.269531
	Iteration 17Q: 3 clusters Score -3428470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3428498.000000 Penalty: 5041.269531
	Iteration 18Q: 3 clusters Score -3428498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3428514.000000 Penalty: 5041.269531
	Iteration 19Q: 3 clusters Score -3428514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3428528.250000 Penalty: 5041.269531
	Iteration 20F: 3 clusters Score -3428528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3428547.750000 Penalty: 5041.269531
	Iteration 21Q: 3 clusters Score -3428548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3428551.750000 Penalty: 5041.269531
	Iteration 22Q: 3 clusters Score -3428552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3428551.500000 Penalty: 5041.269531
	Iteration 23Q: 3 clusters Score -3428552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3428550.250000 Penalty: 5041.269531
	Iteration 24Q: 3 clusters Score -3428550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3428552.250000 Penalty: 5041.269531
	Iteration 25Q: 3 clusters Score -3428552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3428551.750000 Penalty: 5041.269531
	Iteration 26Q: 3 clusters Score -3428552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3428556.000000 Penalty: 5041.269531
	Iteration 27Q: 3 clusters Score -3428556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3428553.250000 Penalty: 5041.269531
	Iteration 28Q: 3 clusters Score -3428553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3428557.000000 Penalty: 5041.269531
	Iteration 29Q: 3 clusters Score -3428557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3428557.000000 Penalty: 5041.269531
	Iteration 30F: 3 clusters Score -3428557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Entering Unmasked Estep 
Score: -539252.562500 Penalty: 2076.813232
	Iteration 0F: 2 clusters Score -539252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -535160.500000 Penalty: 4153.626465
	Iteration 0F: 3 clusters Score -535160.5 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -536276.750000 Penalty: 4153.626465
	Iteration 1F: 3 clusters Score -536276.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -536659.125000 Penalty: 4153.626465
	Iteration 2F: 3 clusters Score -536659.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -536914.500000 Penalty: 4153.626465
	Iteration 3F: 3 clusters Score -536914.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -537138.500000 Penalty: 4153.626465
	Iteration 4F: 3 clusters Score -537138.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -537360.250000 Penalty: 4153.626465
	Iteration 5F: 3 clusters Score -537360.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -537535.500000 Penalty: 4153.626465
	Iteration 6F: 3 clusters Score -537535.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -537662.875000 Penalty: 4153.626465
	Iteration 7Q: 3 clusters Score -537662.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -537757.937500 Penalty: 4153.626465
	Iteration 8Q: 3 clusters Score -537757.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -537829.500000 Penalty: 4153.626465
	Iteration 9Q: 3 clusters Score -537829.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -537875.187500 Penalty: 4153.626465
	Iteration 10Q: 3 clusters Score -537875.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -537914.312500 Penalty: 4153.626465
	Iteration 11Q: 3 clusters Score -537914.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -537948.000000 Penalty: 4153.626465
	Iteration 12Q: 3 clusters Score -537948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -537968.187500 Penalty: 4153.626465
	Iteration 13Q: 3 clusters Score -537968.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -537982.437500 Penalty: 4153.626465
	Iteration 14Q: 3 clusters Score -537982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -537995.750000 Penalty: 4153.626465
	Iteration 15Q: 3 clusters Score -537995.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -538012.750000 Penalty: 4153.626465
	Iteration 16Q: 3 clusters Score -538012.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -538026.437500 Penalty: 4153.626465
	Iteration 17Q: 3 clusters Score -538026.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -538035.750000 Penalty: 4153.626465
	Iteration 18Q: 3 clusters Score -538035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -538044.250000 Penalty: 4153.626465
	Iteration 19Q: 3 clusters Score -538044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -538046.500000 Penalty: 4153.626465
	Iteration 20F: 3 clusters Score -538046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -538048.062500 Penalty: 4153.626465
	Iteration 21Q: 3 clusters Score -538048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -538050.687500 Penalty: 4153.626465
	Iteration 22Q: 3 clusters Score -538050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -538054.562500 Penalty: 4153.626465
	Iteration 23Q: 3 clusters Score -538054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -538056.687500 Penalty: 4153.626465
	Iteration 24Q: 3 clusters Score -538056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -538058.812500 Penalty: 4153.626465
	Iteration 25Q: 3 clusters Score -538058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -538060.500000 Penalty: 4153.626465
	Iteration 26Q: 3 clusters Score -538060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -538062.062500 Penalty: 4153.626465
	Iteration 27Q: 3 clusters Score -538062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -538062.312500 Penalty: 4153.626465
	Iteration 28Q: 3 clusters Score -538062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -538062.000000 Penalty: 4153.626465
	Iteration 29Q: 3 clusters Score -538062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -538062.000000 Penalty: 4153.626465
	Iteration 30F: 3 clusters Score -538062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -1799397.375000 Penalty: 2381.725830
	Iteration 0F: 2 clusters Score -1799397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1788636.750000 Penalty: 4763.451660
	Iteration 0F: 3 clusters Score -1788637 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1792026.750000 Penalty: 4763.451660
	Iteration 1F: 3 clusters Score -1792027 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1792592.375000 Penalty: 4763.451660
	Iteration 2F: 3 clusters Score -1792592 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1793179.500000 Penalty: 4763.451660
	Iteration 3F: 3 clusters Score -1793180 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1793796.750000 Penalty: 4763.451660
	Iteration 4F: 3 clusters Score -1793797 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1794397.750000 Penalty: 4763.451660
	Iteration 5F: 3 clusters Score -1794398 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1794965.375000 Penalty: 4763.451660
	Iteration 6F: 3 clusters Score -1794965 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1795418.625000 Penalty: 4763.451660
	Iteration 7F: 3 clusters Score -1795419 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1795783.125000 Penalty: 4763.451660
	Iteration 8Q: 3 clusters Score -1795783 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1796012.625000 Penalty: 4763.451660
	Iteration 9Q: 3 clusters Score -1796013 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1796172.875000 Penalty: 4763.451660
	Iteration 10Q: 3 clusters Score -1796173 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1796264.500000 Penalty: 4763.451660
	Iteration 11Q: 3 clusters Score -1796264 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1796339.250000 Penalty: 4763.451660
	Iteration 12Q: 3 clusters Score -1796339 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1796395.125000 Penalty: 4763.451660
	Iteration 13Q: 3 clusters Score -1796395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1796442.000000 Penalty: 4763.451660
	Iteration 14Q: 3 clusters Score -1796442 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1796479.500000 Penalty: 4763.451660
	Iteration 15Q: 3 clusters Score -1796480 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1796511.000000 Penalty: 4763.451660
	Iteration 16Q: 3 clusters Score -1796511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1796536.250000 Penalty: 4763.451660
	Iteration 17Q: 3 clusters Score -1796536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1796575.125000 Penalty: 4763.451660
	Iteration 18Q: 3 clusters Score -1796575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1796608.125000 Penalty: 4763.451660
	Iteration 19Q: 3 clusters Score -1796608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1796636.250000 Penalty: 4763.451660
	Iteration 20F: 3 clusters Score -1796636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1796661.875000 Penalty: 4763.451660
	Iteration 21Q: 3 clusters Score -1796662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1796688.000000 Penalty: 4763.451660
	Iteration 22Q: 3 clusters Score -1796688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1796716.625000 Penalty: 4763.451660
	Iteration 23Q: 3 clusters Score -1796717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1796730.250000 Penalty: 4763.451660
	Iteration 24Q: 3 clusters Score -1796730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1796753.750000 Penalty: 4763.451660
	Iteration 25Q: 3 clusters Score -1796754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1796772.000000 Penalty: 4763.451660
	Iteration 26Q: 3 clusters Score -1796772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1796787.000000 Penalty: 4763.451660
	Iteration 27Q: 3 clusters Score -1796787 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1796806.750000 Penalty: 4763.451660
	Iteration 28Q: 3 clusters Score -1796807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1796820.500000 Penalty: 4763.451660
	Iteration 29Q: 3 clusters Score -1796820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1796841.250000 Penalty: 4763.451660
	Iteration 30Q: 3 clusters Score -1796841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1796855.125000 Penalty: 4763.451660
	Iteration 31Q: 3 clusters Score -1796855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1796867.375000 Penalty: 4763.451660
	Iteration 32Q: 3 clusters Score -1796867 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1796893.375000 Penalty: 4763.451660
	Iteration 33Q: 3 clusters Score -1796893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1796909.875000 Penalty: 4763.451660
	Iteration 34Q: 3 clusters Score -1796910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1796927.375000 Penalty: 4763.451660
	Iteration 35Q: 3 clusters Score -1796927 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1796944.000000 Penalty: 4763.451660
	Iteration 36Q: 3 clusters Score -1796944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1796957.625000 Penalty: 4763.451660
	Iteration 37Q: 3 clusters Score -1796958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1796978.375000 Penalty: 4763.451660
	Iteration 38Q: 3 clusters Score -1796978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1796995.750000 Penalty: 4763.451660
	Iteration 39Q: 3 clusters Score -1796996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1797010.250000 Penalty: 4763.451660
	Iteration 40F: 3 clusters Score -1797010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1797033.000000 Penalty: 4763.451660
	Iteration 41Q: 3 clusters Score -1797033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1797051.000000 Penalty: 4763.451660
	Iteration 42Q: 3 clusters Score -1797051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1797070.125000 Penalty: 4763.451660
	Iteration 43Q: 3 clusters Score -1797070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1797087.375000 Penalty: 4763.451660
	Iteration 44Q: 3 clusters Score -1797087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1797108.875000 Penalty: 4763.451660
	Iteration 45Q: 3 clusters Score -1797109 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1797130.500000 Penalty: 4763.451660
	Iteration 46Q: 3 clusters Score -1797130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1797145.625000 Penalty: 4763.451660
	Iteration 47Q: 3 clusters Score -1797146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1797163.500000 Penalty: 4763.451660
	Iteration 48Q: 3 clusters Score -1797164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1797173.625000 Penalty: 4763.451660
	Iteration 49Q: 3 clusters Score -1797174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1797191.125000 Penalty: 4763.451660
	Iteration 50Q: 3 clusters Score -1797191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1797208.250000 Penalty: 4763.451660
	Iteration 51Q: 3 clusters Score -1797208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1797219.625000 Penalty: 4763.451660
	Iteration 52Q: 3 clusters Score -1797220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1797226.625000 Penalty: 4763.451660
	Iteration 53Q: 3 clusters Score -1797227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1797230.250000 Penalty: 4763.451660
	Iteration 54Q: 3 clusters Score -1797230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1797238.000000 Penalty: 4763.451660
	Iteration 55Q: 3 clusters Score -1797238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1797239.750000 Penalty: 4763.451660
	Iteration 56Q: 3 clusters Score -1797240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1797247.375000 Penalty: 4763.451660
	Iteration 57Q: 3 clusters Score -1797247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1797243.750000 Penalty: 4763.451660
	Iteration 58Q: 3 clusters Score -1797244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1797247.875000 Penalty: 4763.451660
	Iteration 59Q: 3 clusters Score -1797248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1797259.750000 Penalty: 4763.451660
	Iteration 60F: 3 clusters Score -1797260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1797264.875000 Penalty: 4763.451660
	Iteration 61Q: 3 clusters Score -1797265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1797269.375000 Penalty: 4763.451660
	Iteration 62Q: 3 clusters Score -1797269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1797272.750000 Penalty: 4763.451660
	Iteration 63Q: 3 clusters Score -1797273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1797279.500000 Penalty: 4763.451660
	Iteration 64Q: 3 clusters Score -1797280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1797282.875000 Penalty: 4763.451660
	Iteration 65Q: 3 clusters Score -1797283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1797291.500000 Penalty: 4763.451660
	Iteration 66Q: 3 clusters Score -1797292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1797304.375000 Penalty: 4763.451660
	Iteration 67Q: 3 clusters Score -1797304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1797310.125000 Penalty: 4763.451660
	Iteration 68Q: 3 clusters Score -1797310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1797324.125000 Penalty: 4763.451660
	Iteration 69Q: 3 clusters Score -1797324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1797337.375000 Penalty: 4763.451660
	Iteration 70Q: 3 clusters Score -1797337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1797349.500000 Penalty: 4763.451660
	Iteration 71Q: 3 clusters Score -1797350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1797361.250000 Penalty: 4763.451660
	Iteration 72Q: 3 clusters Score -1797361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1797382.000000 Penalty: 4763.451660
	Iteration 73Q: 3 clusters Score -1797382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1797393.875000 Penalty: 4763.451660
	Iteration 74Q: 3 clusters Score -1797394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1797396.250000 Penalty: 4763.451660
	Iteration 75Q: 3 clusters Score -1797396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1797406.625000 Penalty: 4763.451660
	Iteration 76Q: 3 clusters Score -1797407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1797415.125000 Penalty: 4763.451660
	Iteration 77Q: 3 clusters Score -1797415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1797427.000000 Penalty: 4763.451660
	Iteration 78Q: 3 clusters Score -1797427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1797436.125000 Penalty: 4763.451660
	Iteration 79Q: 3 clusters Score -1797436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1797441.750000 Penalty: 4763.451660
	Iteration 80F: 3 clusters Score -1797442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1797459.750000 Penalty: 4763.451660
	Iteration 81Q: 3 clusters Score -1797460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1797476.250000 Penalty: 4763.451660
	Iteration 82Q: 3 clusters Score -1797476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1797500.000000 Penalty: 4763.451660
	Iteration 83Q: 3 clusters Score -1797500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1797514.250000 Penalty: 4763.451660
	Iteration 84Q: 3 clusters Score -1797514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1797533.875000 Penalty: 4763.451660
	Iteration 85Q: 3 clusters Score -1797534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1797559.625000 Penalty: 4763.451660
	Iteration 86Q: 3 clusters Score -1797560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1797579.375000 Penalty: 4763.451660
	Iteration 87Q: 3 clusters Score -1797579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1797610.500000 Penalty: 4763.451660
	Iteration 88Q: 3 clusters Score -1797610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1797625.750000 Penalty: 4763.451660
	Iteration 89Q: 3 clusters Score -1797626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1797641.500000 Penalty: 4763.451660
	Iteration 90Q: 3 clusters Score -1797642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1797657.250000 Penalty: 4763.451660
	Iteration 91Q: 3 clusters Score -1797657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1797673.625000 Penalty: 4763.451660
	Iteration 92Q: 3 clusters Score -1797674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1797690.375000 Penalty: 4763.451660
	Iteration 93Q: 3 clusters Score -1797690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1797716.125000 Penalty: 4763.451660
	Iteration 94Q: 3 clusters Score -1797716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1797731.000000 Penalty: 4763.451660
	Iteration 95Q: 3 clusters Score -1797731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1797744.250000 Penalty: 4763.451660
	Iteration 96Q: 3 clusters Score -1797744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1797752.125000 Penalty: 4763.451660
	Iteration 97Q: 3 clusters Score -1797752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1797765.875000 Penalty: 4763.451660
	Iteration 98Q: 3 clusters Score -1797766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1797775.375000 Penalty: 4763.451660
	Iteration 99Q: 3 clusters Score -1797775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1797787.875000 Penalty: 4763.451660
	Iteration 100F: 3 clusters Score -1797788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1797798.500000 Penalty: 4763.451660
	Iteration 101Q: 3 clusters Score -1797798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1797805.000000 Penalty: 4763.451660
	Iteration 102Q: 3 clusters Score -1797805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1797813.375000 Penalty: 4763.451660
	Iteration 103Q: 3 clusters Score -1797813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1797820.000000 Penalty: 4763.451660
	Iteration 104Q: 3 clusters Score -1797820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1797824.125000 Penalty: 4763.451660
	Iteration 105Q: 3 clusters Score -1797824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1797827.625000 Penalty: 4763.451660
	Iteration 106Q: 3 clusters Score -1797828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1797836.000000 Penalty: 4763.451660
	Iteration 107Q: 3 clusters Score -1797836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1797836.125000 Penalty: 4763.451660
	Iteration 108Q: 3 clusters Score -1797836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1797837.000000 Penalty: 4763.451660
	Iteration 109Q: 3 clusters Score -1797837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1797839.250000 Penalty: 4763.451660
	Iteration 110Q: 3 clusters Score -1797839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1797839.375000 Penalty: 4763.451660
	Iteration 111Q: 3 clusters Score -1797839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1797839.875000 Penalty: 4763.451660
	Iteration 112Q: 3 clusters Score -1797840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1797838.875000 Penalty: 4763.451660
	Iteration 113Q: 3 clusters Score -1797839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1797837.750000 Penalty: 4763.451660
	Iteration 114Q: 3 clusters Score -1797838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1797837.625000 Penalty: 4763.451660
	Iteration 115Q: 3 clusters Score -1797838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1797837.875000 Penalty: 4763.451660
	Iteration 116Q: 3 clusters Score -1797838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1797838.375000 Penalty: 4763.451660
	Iteration 117Q: 3 clusters Score -1797838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1797836.750000 Penalty: 4763.451660
	Iteration 118Q: 3 clusters Score -1797837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1797836.625000 Penalty: 4763.451660
	Iteration 119Q: 3 clusters Score -1797837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1797836.875000 Penalty: 4763.451660
	Iteration 120F: 3 clusters Score -1797837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1797836.750000 Penalty: 4763.451660
	Iteration 121Q: 3 clusters Score -1797837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1797837.375000 Penalty: 4763.451660
	Iteration 122Q: 3 clusters Score -1797837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1797838.500000 Penalty: 4763.451660
	Iteration 123Q: 3 clusters Score -1797838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1797838.500000 Penalty: 4763.451660
	Iteration 124Q: 3 clusters Score -1797838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1797838.875000 Penalty: 4763.451660
	Iteration 125Q: 3 clusters Score -1797839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1797838.250000 Penalty: 4763.451660
	Iteration 126Q: 3 clusters Score -1797838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1797838.500000 Penalty: 4763.451660
	Iteration 127Q: 3 clusters Score -1797838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1797838.500000 Penalty: 4763.451660
	Iteration 128F: 3 clusters Score -1797838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Entering Unmasked Estep 
Score: -2968069.750000 Penalty: 2488.342285
	Iteration 0F: 2 clusters Score -2968070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2952113.000000 Penalty: 4976.684570
	Iteration 0F: 3 clusters Score -2952113 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2957670.000000 Penalty: 4976.684570
	Iteration 1F: 3 clusters Score -2957670 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2958061.000000 Penalty: 4976.684570
	Iteration 2F: 3 clusters Score -2958061 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2958402.500000 Penalty: 4976.684570
	Iteration 3Q: 3 clusters Score -2958402 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2958700.250000 Penalty: 4976.684570
	Iteration 4Q: 3 clusters Score -2958700 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2959017.500000 Penalty: 4976.684570
	Iteration 5Q: 3 clusters Score -2959018 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2959410.250000 Penalty: 4976.684570
	Iteration 6Q: 3 clusters Score -2959410 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2959916.750000 Penalty: 4976.684570
	Iteration 7Q: 3 clusters Score -2959917 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2960663.000000 Penalty: 4976.684570
	Iteration 8F: 3 clusters Score -2960663 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2961680.500000 Penalty: 4976.684570
	Iteration 9F: 3 clusters Score -2961680 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2962884.000000 Penalty: 4976.684570
	Iteration 10F: 3 clusters Score -2962884 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2964075.500000 Penalty: 4976.684570
	Iteration 11F: 3 clusters Score -2964076 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2964886.500000 Penalty: 4976.684570
	Iteration 12Q: 3 clusters Score -2964886 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2965353.000000 Penalty: 4976.684570
	Iteration 13Q: 3 clusters Score -2965353 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2965638.000000 Penalty: 4976.684570
	Iteration 14Q: 3 clusters Score -2965638 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2965777.500000 Penalty: 4976.684570
	Iteration 15Q: 3 clusters Score -2965778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2965852.250000 Penalty: 4976.684570
	Iteration 16Q: 3 clusters Score -2965852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2965913.750000 Penalty: 4976.684570
	Iteration 17Q: 3 clusters Score -2965914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2965959.750000 Penalty: 4976.684570
	Iteration 18Q: 3 clusters Score -2965960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2965979.750000 Penalty: 4976.684570
	Iteration 19Q: 3 clusters Score -2965980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2965996.250000 Penalty: 4976.684570
	Iteration 20F: 3 clusters Score -2965996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2966014.000000 Penalty: 4976.684570
	Iteration 21Q: 3 clusters Score -2966014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2966028.000000 Penalty: 4976.684570
	Iteration 22Q: 3 clusters Score -2966028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2966039.250000 Penalty: 4976.684570
	Iteration 23Q: 3 clusters Score -2966039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2966045.500000 Penalty: 4976.684570
	Iteration 24Q: 3 clusters Score -2966046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2966053.500000 Penalty: 4976.684570
	Iteration 25Q: 3 clusters Score -2966054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2966058.250000 Penalty: 4976.684570
	Iteration 26Q: 3 clusters Score -2966058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2966060.000000 Penalty: 4976.684570
	Iteration 27Q: 3 clusters Score -2966060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2966064.250000 Penalty: 4976.684570
	Iteration 28Q: 3 clusters Score -2966064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2966065.750000 Penalty: 4976.684570
	Iteration 29Q: 3 clusters Score -2966066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2966073.000000 Penalty: 4976.684570
	Iteration 30Q: 3 clusters Score -2966073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2966075.250000 Penalty: 4976.684570
	Iteration 31Q: 3 clusters Score -2966075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2966078.000000 Penalty: 4976.684570
	Iteration 32Q: 3 clusters Score -2966078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2966088.250000 Penalty: 4976.684570
	Iteration 33Q: 3 clusters Score -2966088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2966087.250000 Penalty: 4976.684570
	Iteration 34Q: 3 clusters Score -2966087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2966089.750000 Penalty: 4976.684570
	Iteration 35Q: 3 clusters Score -2966090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2966091.250000 Penalty: 4976.684570
	Iteration 36Q: 3 clusters Score -2966091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2966091.250000 Penalty: 4976.684570
	Iteration 37F: 3 clusters Score -2966091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101681.585938 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101681.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102020.960938 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102206.335938 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102206.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102338.218750 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -102338.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102518.093750 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -102518.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -102779.968750 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -102780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103054.195312 Penalty: 3393.441406
	Iteration 6F: 3 clusters Score -103054.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103223.210938 Penalty: 3393.441406
	Iteration 7F: 3 clusters Score -103223.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -103406.781250 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103406.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103753.351562 Penalty: 3393.441406
	Iteration 9F: 3 clusters Score -103753.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104052.843750 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -104052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104124.070312 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -104124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104209.125000 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -104209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104310.273438 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -104310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104437.625000 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -104437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104529.328125 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -104529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104553.796875 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -104553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104553.796875 Penalty: 3393.441406
	Iteration 17F: 3 clusters Score -104553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 22780 members 
Mstep: Class 10 contains 420 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353094 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 62398 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 54634 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Mstep: Class 35 contains 516 members 
Entering Unmasked Estep 
Score: -104955160.000000 Penalty: 118401.421875
Splitting cluster 10 changes total score from -104955944.000000 to -104955160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 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 200 members 
Entering Unmasked Estep 
Score: -39245.769531 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39245.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39616.347656 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39616.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39708.593750 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39708.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39788.015625 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -39788.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39852.449219 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -39852.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39887.562500 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -39887.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39913.214844 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -39913.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39934.882812 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -39934.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39948.171875 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -39948.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39948.171875 Penalty: 2966.781494
	Iteration 9F: 3 clusters Score -39948.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -216540.140625 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -216540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -214120.468750 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -214120.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -214556.171875 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -214556.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -214705.281250 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -214705.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -214792.203125 Penalty: 3703.248779
	Iteration 3Q: 3 clusters Score -214792.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -214848.812500 Penalty: 3703.248779
	Iteration 4Q: 3 clusters Score -214848.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214894.984375 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -214895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -214931.265625 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -214931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -214956.625000 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -214956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -214974.984375 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -214975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -214991.421875 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -214991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215003.078125 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -215003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215016.187500 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -215016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215027.937500 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -215027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215039.281250 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -215039.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215050.921875 Penalty: 3703.248779
	Iteration 14Q: 3 clusters Score -215050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215058.468750 Penalty: 3703.248779
	Iteration 15Q: 3 clusters Score -215058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215063.546875 Penalty: 3703.248779
	Iteration 16Q: 3 clusters Score -215063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -215067.203125 Penalty: 3703.248779
	Iteration 17Q: 3 clusters Score -215067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215071.859375 Penalty: 3703.248779
	Iteration 18Q: 3 clusters Score -215071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215075.984375 Penalty: 3703.248779
	Iteration 19Q: 3 clusters Score -215076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215077.562500 Penalty: 3703.248779
	Iteration 20F: 3 clusters Score -215077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215078.093750 Penalty: 3703.248779
	Iteration 21Q: 3 clusters Score -215078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215078.093750 Penalty: 3703.248779
	Iteration 22F: 3 clusters Score -215078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -133460.343750 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -133460.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -131298.765625 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -131298.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131804.625000 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -131804.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132077.343750 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -132077.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132229.468750 Penalty: 3596.667236
	Iteration 3F: 3 clusters Score -132229.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132310.812500 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -132310.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132478.140625 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -132478.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -132598.359375 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -132598.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132725.468750 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -132725.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -132789.453125 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -132789.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132832.484375 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -132832.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132893.921875 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -132893.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132953.093750 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -132953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -133026.296875 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -133026.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133084.625000 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -133084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133104.234375 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -133104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133114.531250 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -133114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133116.453125 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -133116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133117.234375 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -133117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133126.937500 Penalty: 3596.667236
	Iteration 18F: 3 clusters Score -133126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133138.109375 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -133138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133143.328125 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -133143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133145.093750 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -133145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133145.093750 Penalty: 3596.667236
	Iteration 22F: 3 clusters Score -133145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (353094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353094 members 
Entering Unmasked Estep 
Score: -45745724.000000 Penalty: 3168.073486
	Iteration 0F: 2 clusters Score -4.574572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 177010 members 
Entering Unmasked Estep 
Score: -45536212.000000 Penalty: 6336.146973
	Iteration 0F: 3 clusters Score -4.553621e+07 nChanged 171424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -45637808.000000 Penalty: 6336.146973
	Iteration 1F: 3 clusters Score -4.563781e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 189918 members 
Entering Unmasked Estep 
Score: -45639140.000000 Penalty: 6336.146973
	Iteration 2Q: 3 clusters Score -4.563914e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 197984 members 
Entering Unmasked Estep 
Score: -45642040.000000 Penalty: 6336.146973
	Iteration 3Q: 3 clusters Score -4.564204e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142917 members 
Mstep: Class 2 contains 210177 members 
Entering Unmasked Estep 
Score: -45646500.000000 Penalty: 6336.146973
	Iteration 4Q: 3 clusters Score -4.56465e+07 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 227728 members 
Entering Unmasked Estep 
Score: -45654692.000000 Penalty: 6336.146973
	Iteration 5F: 3 clusters Score -4.565469e+07 nChanged 23650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 250050 members 
Entering Unmasked Estep 
Score: -45667072.000000 Penalty: 6336.146973
	Iteration 6F: 3 clusters Score -4.566707e+07 nChanged 26130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 275240 members 
Entering Unmasked Estep 
Score: -45684056.000000 Penalty: 6336.146973
	Iteration 7F: 3 clusters Score -4.568406e+07 nChanged 24493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 299131 members 
Entering Unmasked Estep 
Score: -45700636.000000 Penalty: 6336.146973
	Iteration 8F: 3 clusters Score -4.570064e+07 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 317808 members 
Entering Unmasked Estep 
Score: -45713912.000000 Penalty: 6336.146973
	Iteration 9F: 3 clusters Score -4.571391e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 330423 members 
Entering Unmasked Estep 
Score: -45723708.000000 Penalty: 6336.146973
	Iteration 10Q: 3 clusters Score -4.572371e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 338647 members 
Entering Unmasked Estep 
Score: -45730816.000000 Penalty: 6336.146973
	Iteration 11Q: 3 clusters Score -4.573082e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 344019 members 
Entering Unmasked Estep 
Score: -45735292.000000 Penalty: 6336.146973
	Iteration 12Q: 3 clusters Score -4.573529e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 347426 members 
Entering Unmasked Estep 
Score: -45739260.000000 Penalty: 6336.146973
	Iteration 13Q: 3 clusters Score -4.573926e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 349625 members 
Entering Unmasked Estep 
Score: -45740968.000000 Penalty: 6336.146973
	Iteration 14Q: 3 clusters Score -4.574097e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 350822 members 
Entering Unmasked Estep 
Score: -45741784.000000 Penalty: 6336.146973
	Iteration 15Q: 3 clusters Score -4.574178e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 351499 members 
Entering Unmasked Estep 
Score: -45742264.000000 Penalty: 6336.146973
	Iteration 16Q: 3 clusters Score -4.574226e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 351862 members 
Entering Unmasked Estep 
Score: -45742588.000000 Penalty: 6336.146973
	Iteration 17Q: 3 clusters Score -4.574259e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 352079 members 
Entering Unmasked Estep 
Score: -45742664.000000 Penalty: 6336.146973
	Iteration 18Q: 3 clusters Score -4.574266e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 352217 members 
Entering Unmasked Estep 
Score: -45742788.000000 Penalty: 6336.146973
	Iteration 19Q: 3 clusters Score -4.574279e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 352313 members 
Entering Unmasked Estep 
Score: -45742824.000000 Penalty: 6336.146973
	Iteration 20F: 3 clusters Score -4.574282e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 352358 members 
Entering Unmasked Estep 
Score: -45742904.000000 Penalty: 6336.146973
	Iteration 21Q: 3 clusters Score -4.57429e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 352392 members 
Entering Unmasked Estep 
Score: -45742900.000000 Penalty: 6336.146973
	Iteration 22Q: 3 clusters Score -4.57429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 352427 members 
Entering Unmasked Estep 
Score: -45742920.000000 Penalty: 6336.146973
	Iteration 23Q: 3 clusters Score -4.574292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 352445 members 
Entering Unmasked Estep 
Score: -45742896.000000 Penalty: 6336.146973
	Iteration 24Q: 3 clusters Score -4.57429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 352455 members 
Entering Unmasked Estep 
Score: -45742940.000000 Penalty: 6336.146973
	Iteration 25Q: 3 clusters Score -4.574294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 352465 members 
Entering Unmasked Estep 
Score: -45742952.000000 Penalty: 6336.146973
	Iteration 26Q: 3 clusters Score -4.574295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 352478 members 
Entering Unmasked Estep 
Score: -45742964.000000 Penalty: 6336.146973
	Iteration 27Q: 3 clusters Score -4.574296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 352480 members 
Entering Unmasked Estep 
Score: -45742972.000000 Penalty: 6336.146973
	Iteration 28Q: 3 clusters Score -4.574297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 352481 members 
Entering Unmasked Estep 
Score: -45742960.000000 Penalty: 6336.146973
	Iteration 29Q: 3 clusters Score -4.574296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 352482 members 
Entering Unmasked Estep 
Score: -45742968.000000 Penalty: 6336.146973
	Iteration 30Q: 3 clusters Score -4.574297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 352482 members 
Entering Unmasked Estep 
Score: -45742968.000000 Penalty: 6336.146973
	Iteration 31F: 3 clusters Score -4.574297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -722195.250000 Penalty: 2146.666016
	Iteration 0F: 2 clusters Score -722195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -717179.312500 Penalty: 4293.332031
	Iteration 0F: 3 clusters Score -717179.3 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -718407.500000 Penalty: 4293.332031
	Iteration 1F: 3 clusters Score -718407.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -718624.875000 Penalty: 4293.332031
	Iteration 2F: 3 clusters Score -718624.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -718767.437500 Penalty: 4293.332031
	Iteration 3F: 3 clusters Score -718767.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -718870.437500 Penalty: 4293.332031
	Iteration 4Q: 3 clusters Score -718870.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -718947.250000 Penalty: 4293.332031
	Iteration 5Q: 3 clusters Score -718947.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -719012.250000 Penalty: 4293.332031
	Iteration 6Q: 3 clusters Score -719012.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -719076.375000 Penalty: 4293.332031
	Iteration 7Q: 3 clusters Score -719076.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -719141.500000 Penalty: 4293.332031
	Iteration 8Q: 3 clusters Score -719141.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -719195.187500 Penalty: 4293.332031
	Iteration 9Q: 3 clusters Score -719195.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -719238.750000 Penalty: 4293.332031
	Iteration 10Q: 3 clusters Score -719238.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -719277.687500 Penalty: 4293.332031
	Iteration 11Q: 3 clusters Score -719277.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -719317.937500 Penalty: 4293.332031
	Iteration 12Q: 3 clusters Score -719317.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -719360.562500 Penalty: 4293.332031
	Iteration 13Q: 3 clusters Score -719360.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -719403.437500 Penalty: 4293.332031
	Iteration 14Q: 3 clusters Score -719403.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -719448.562500 Penalty: 4293.332031
	Iteration 15Q: 3 clusters Score -719448.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -719495.187500 Penalty: 4293.332031
	Iteration 16Q: 3 clusters Score -719495.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -719538.000000 Penalty: 4293.332031
	Iteration 17Q: 3 clusters Score -719538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -719585.937500 Penalty: 4293.332031
	Iteration 18Q: 3 clusters Score -719585.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -719619.125000 Penalty: 4293.332031
	Iteration 19Q: 3 clusters Score -719619.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -719654.687500 Penalty: 4293.332031
	Iteration 20F: 3 clusters Score -719654.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -719695.250000 Penalty: 4293.332031
	Iteration 21Q: 3 clusters Score -719695.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -719745.125000 Penalty: 4293.332031
	Iteration 22Q: 3 clusters Score -719745.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -719789.937500 Penalty: 4293.332031
	Iteration 23Q: 3 clusters Score -719789.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -719835.500000 Penalty: 4293.332031
	Iteration 24Q: 3 clusters Score -719835.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -719882.937500 Penalty: 4293.332031
	Iteration 25Q: 3 clusters Score -719882.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -719926.125000 Penalty: 4293.332031
	Iteration 26Q: 3 clusters Score -719926.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -719978.312500 Penalty: 4293.332031
	Iteration 27Q: 3 clusters Score -719978.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -720028.750000 Penalty: 4293.332031
	Iteration 28Q: 3 clusters Score -720028.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -720072.625000 Penalty: 4293.332031
	Iteration 29Q: 3 clusters Score -720072.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -720119.937500 Penalty: 4293.332031
	Iteration 30Q: 3 clusters Score -720119.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -720161.437500 Penalty: 4293.332031
	Iteration 31Q: 3 clusters Score -720161.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -720202.812500 Penalty: 4293.332031
	Iteration 32Q: 3 clusters Score -720202.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -720258.250000 Penalty: 4293.332031
	Iteration 33Q: 3 clusters Score -720258.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -720303.375000 Penalty: 4293.332031
	Iteration 34Q: 3 clusters Score -720303.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -720326.062500 Penalty: 4293.332031
	Iteration 35Q: 3 clusters Score -720326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -720346.250000 Penalty: 4293.332031
	Iteration 36Q: 3 clusters Score -720346.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -720359.687500 Penalty: 4293.332031
	Iteration 37Q: 3 clusters Score -720359.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -720366.125000 Penalty: 4293.332031
	Iteration 38Q: 3 clusters Score -720366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -720369.875000 Penalty: 4293.332031
	Iteration 39Q: 3 clusters Score -720369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -720373.062500 Penalty: 4293.332031
	Iteration 40F: 3 clusters Score -720373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -720380.312500 Penalty: 4293.332031
	Iteration 41Q: 3 clusters Score -720380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -720386.125000 Penalty: 4293.332031
	Iteration 42Q: 3 clusters Score -720386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -720387.812500 Penalty: 4293.332031
	Iteration 43Q: 3 clusters Score -720387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -720389.812500 Penalty: 4293.332031
	Iteration 44Q: 3 clusters Score -720389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -720391.437500 Penalty: 4293.332031
	Iteration 45Q: 3 clusters Score -720391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -720394.500000 Penalty: 4293.332031
	Iteration 46Q: 3 clusters Score -720394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -720394.500000 Penalty: 4293.332031
	Iteration 47F: 3 clusters Score -720394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Entering Unmasked Estep 
Score: -8084262.000000 Penalty: 2738.239502
	Iteration 0F: 2 clusters Score -8084262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -8042206.500000 Penalty: 5476.479004
	Iteration 0F: 3 clusters Score -8042206 nChanged 29050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8058453.500000 Penalty: 5476.479004
	Iteration 1F: 3 clusters Score -8058454 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -8059150.500000 Penalty: 5476.479004
	Iteration 2Q: 3 clusters Score -8059150 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -8060026.500000 Penalty: 5476.479004
	Iteration 3Q: 3 clusters Score -8060026 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -8060860.500000 Penalty: 5476.479004
	Iteration 4Q: 3 clusters Score -8060860 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8061790.000000 Penalty: 5476.479004
	Iteration 5Q: 3 clusters Score -8061790 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8062940.000000 Penalty: 5476.479004
	Iteration 6Q: 3 clusters Score -8062940 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -8064467.000000 Penalty: 5476.479004
	Iteration 7Q: 3 clusters Score -8064467 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8066286.500000 Penalty: 5476.479004
	Iteration 8F: 3 clusters Score -8066286 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8068550.000000 Penalty: 5476.479004
	Iteration 9F: 3 clusters Score -8068550 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -8071018.500000 Penalty: 5476.479004
	Iteration 10F: 3 clusters Score -8071018 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8073373.000000 Penalty: 5476.479004
	Iteration 11F: 3 clusters Score -8073373 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8075120.500000 Penalty: 5476.479004
	Iteration 12Q: 3 clusters Score -8075120 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8076289.500000 Penalty: 5476.479004
	Iteration 13Q: 3 clusters Score -8076290 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8076939.000000 Penalty: 5476.479004
	Iteration 14Q: 3 clusters Score -8076939 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8077405.500000 Penalty: 5476.479004
	Iteration 15Q: 3 clusters Score -8077406 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -8077748.500000 Penalty: 5476.479004
	Iteration 16Q: 3 clusters Score -8077748 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -8078142.500000 Penalty: 5476.479004
	Iteration 17Q: 3 clusters Score -8078142 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -8078546.500000 Penalty: 5476.479004
	Iteration 18Q: 3 clusters Score -8078546 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -8078983.500000 Penalty: 5476.479004
	Iteration 19Q: 3 clusters Score -8078984 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -8079397.000000 Penalty: 5476.479004
	Iteration 20F: 3 clusters Score -8079397 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -8079911.500000 Penalty: 5476.479004
	Iteration 21Q: 3 clusters Score -8079912 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -8080502.500000 Penalty: 5476.479004
	Iteration 22Q: 3 clusters Score -8080502 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -8081037.000000 Penalty: 5476.479004
	Iteration 23Q: 3 clusters Score -8081037 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -8081476.500000 Penalty: 5476.479004
	Iteration 24Q: 3 clusters Score -8081476 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -8081753.500000 Penalty: 5476.479004
	Iteration 25Q: 3 clusters Score -8081754 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -8081985.000000 Penalty: 5476.479004
	Iteration 26Q: 3 clusters Score -8081985 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -8082085.500000 Penalty: 5476.479004
	Iteration 27Q: 3 clusters Score -8082086 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -8082156.000000 Penalty: 5476.479004
	Iteration 28Q: 3 clusters Score -8082156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -8082232.000000 Penalty: 5476.479004
	Iteration 29Q: 3 clusters Score -8082232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -8082276.000000 Penalty: 5476.479004
	Iteration 30Q: 3 clusters Score -8082276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -8082295.000000 Penalty: 5476.479004
	Iteration 31Q: 3 clusters Score -8082295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -8082311.000000 Penalty: 5476.479004
	Iteration 32Q: 3 clusters Score -8082311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -8082329.500000 Penalty: 5476.479004
	Iteration 33Q: 3 clusters Score -8082330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -8082336.000000 Penalty: 5476.479004
	Iteration 34Q: 3 clusters Score -8082336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -8082331.000000 Penalty: 5476.479004
	Iteration 35Q: 3 clusters Score -8082331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -8082344.500000 Penalty: 5476.479004
	Iteration 36Q: 3 clusters Score -8082344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -8082361.500000 Penalty: 5476.479004
	Iteration 37Q: 3 clusters Score -8082362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -8082374.500000 Penalty: 5476.479004
	Iteration 38Q: 3 clusters Score -8082374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -8082391.500000 Penalty: 5476.479004
	Iteration 39Q: 3 clusters Score -8082392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -8082389.500000 Penalty: 5476.479004
	Iteration 40F: 3 clusters Score -8082390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -8082382.000000 Penalty: 5476.479004
	Iteration 41Q: 3 clusters Score -8082382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -8082396.500000 Penalty: 5476.479004
	Iteration 42Q: 3 clusters Score -8082396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -8082408.000000 Penalty: 5476.479004
	Iteration 43Q: 3 clusters Score -8082408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -8082400.000000 Penalty: 5476.479004
	Iteration 44Q: 3 clusters Score -8082400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -8082404.000000 Penalty: 5476.479004
	Iteration 45Q: 3 clusters Score -8082404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -8082396.500000 Penalty: 5476.479004
	Iteration 46Q: 3 clusters Score -8082396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -8082395.000000 Penalty: 5476.479004
	Iteration 47Q: 3 clusters Score -8082395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -8082404.500000 Penalty: 5476.479004
	Iteration 48Q: 3 clusters Score -8082404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -8082407.500000 Penalty: 5476.479004
	Iteration 49Q: 3 clusters Score -8082408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -8082412.500000 Penalty: 5476.479004
	Iteration 50Q: 3 clusters Score -8082412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -8082413.500000 Penalty: 5476.479004
	Iteration 51Q: 3 clusters Score -8082414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -8082413.500000 Penalty: 5476.479004
	Iteration 52Q: 3 clusters Score -8082414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -8082413.500000 Penalty: 5476.479004
	Iteration 53Q: 3 clusters Score -8082414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -8082416.000000 Penalty: 5476.479004
	Iteration 54Q: 3 clusters Score -8082416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -8082407.000000 Penalty: 5476.479004
	Iteration 55Q: 3 clusters Score -8082407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -8082415.000000 Penalty: 5476.479004
	Iteration 56Q: 3 clusters Score -8082415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -8082415.000000 Penalty: 5476.479004
	Iteration 57Q: 3 clusters Score -8082415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -8082418.500000 Penalty: 5476.479004
	Iteration 58Q: 3 clusters Score -8082418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -8082422.500000 Penalty: 5476.479004
	Iteration 59Q: 3 clusters Score -8082422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -8082429.500000 Penalty: 5476.479004
	Iteration 60F: 3 clusters Score -8082430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -8082427.000000 Penalty: 5476.479004
	Iteration 61Q: 3 clusters Score -8082427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8082427.500000 Penalty: 5476.479004
	Iteration 62Q: 3 clusters Score -8082428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8082427.000000 Penalty: 5476.479004
	Iteration 63Q: 3 clusters Score -8082427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8082427.000000 Penalty: 5476.479004
	Iteration 64F: 3 clusters Score -8082427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Entering Unmasked Estep 
Score: -1458791.375000 Penalty: 2354.944580
	Iteration 0F: 2 clusters Score -1458791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1449047.250000 Penalty: 4709.889160
	Iteration 0F: 3 clusters Score -1449047 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1452281.375000 Penalty: 4709.889160
	Iteration 1F: 3 clusters Score -1452281 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1452869.625000 Penalty: 4709.889160
	Iteration 2F: 3 clusters Score -1452870 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1453388.375000 Penalty: 4709.889160
	Iteration 3F: 3 clusters Score -1453388 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1453861.625000 Penalty: 4709.889160
	Iteration 4F: 3 clusters Score -1453862 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1454333.625000 Penalty: 4709.889160
	Iteration 5F: 3 clusters Score -1454334 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1454808.250000 Penalty: 4709.889160
	Iteration 6F: 3 clusters Score -1454808 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1455249.750000 Penalty: 4709.889160
	Iteration 7F: 3 clusters Score -1455250 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1455601.625000 Penalty: 4709.889160
	Iteration 8Q: 3 clusters Score -1455602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1455854.125000 Penalty: 4709.889160
	Iteration 9Q: 3 clusters Score -1455854 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1456016.000000 Penalty: 4709.889160
	Iteration 10Q: 3 clusters Score -1456016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1456135.500000 Penalty: 4709.889160
	Iteration 11Q: 3 clusters Score -1456136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1456209.000000 Penalty: 4709.889160
	Iteration 12Q: 3 clusters Score -1456209 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1456269.625000 Penalty: 4709.889160
	Iteration 13Q: 3 clusters Score -1456270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1456317.750000 Penalty: 4709.889160
	Iteration 14Q: 3 clusters Score -1456318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1456372.750000 Penalty: 4709.889160
	Iteration 15Q: 3 clusters Score -1456373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1456411.875000 Penalty: 4709.889160
	Iteration 16Q: 3 clusters Score -1456412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1456451.250000 Penalty: 4709.889160
	Iteration 17Q: 3 clusters Score -1456451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1456478.625000 Penalty: 4709.889160
	Iteration 18Q: 3 clusters Score -1456479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1456500.875000 Penalty: 4709.889160
	Iteration 19Q: 3 clusters Score -1456501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1456518.125000 Penalty: 4709.889160
	Iteration 20F: 3 clusters Score -1456518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1456532.375000 Penalty: 4709.889160
	Iteration 21Q: 3 clusters Score -1456532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1456551.500000 Penalty: 4709.889160
	Iteration 22Q: 3 clusters Score -1456552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1456567.500000 Penalty: 4709.889160
	Iteration 23Q: 3 clusters Score -1456568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1456580.750000 Penalty: 4709.889160
	Iteration 24Q: 3 clusters Score -1456581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1456598.625000 Penalty: 4709.889160
	Iteration 25Q: 3 clusters Score -1456599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1456617.000000 Penalty: 4709.889160
	Iteration 26Q: 3 clusters Score -1456617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1456623.875000 Penalty: 4709.889160
	Iteration 27Q: 3 clusters Score -1456624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1456630.000000 Penalty: 4709.889160
	Iteration 28Q: 3 clusters Score -1456630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1456645.250000 Penalty: 4709.889160
	Iteration 29Q: 3 clusters Score -1456645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1456653.375000 Penalty: 4709.889160
	Iteration 30Q: 3 clusters Score -1456653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1456663.625000 Penalty: 4709.889160
	Iteration 31Q: 3 clusters Score -1456664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1456671.750000 Penalty: 4709.889160
	Iteration 32Q: 3 clusters Score -1456672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1456681.250000 Penalty: 4709.889160
	Iteration 33Q: 3 clusters Score -1456681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1456699.500000 Penalty: 4709.889160
	Iteration 34Q: 3 clusters Score -1456700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1456701.625000 Penalty: 4709.889160
	Iteration 35Q: 3 clusters Score -1456702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1456716.000000 Penalty: 4709.889160
	Iteration 36Q: 3 clusters Score -1456716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1456726.625000 Penalty: 4709.889160
	Iteration 37Q: 3 clusters Score -1456727 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1456737.875000 Penalty: 4709.889160
	Iteration 38Q: 3 clusters Score -1456738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1456749.625000 Penalty: 4709.889160
	Iteration 39Q: 3 clusters Score -1456750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1456766.375000 Penalty: 4709.889160
	Iteration 40F: 3 clusters Score -1456766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1456775.000000 Penalty: 4709.889160
	Iteration 41Q: 3 clusters Score -1456775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1456792.125000 Penalty: 4709.889160
	Iteration 42Q: 3 clusters Score -1456792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1456803.125000 Penalty: 4709.889160
	Iteration 43Q: 3 clusters Score -1456803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1456820.500000 Penalty: 4709.889160
	Iteration 44Q: 3 clusters Score -1456820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1456836.250000 Penalty: 4709.889160
	Iteration 45Q: 3 clusters Score -1456836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1456852.750000 Penalty: 4709.889160
	Iteration 46Q: 3 clusters Score -1456853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1456872.375000 Penalty: 4709.889160
	Iteration 47Q: 3 clusters Score -1456872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1456880.500000 Penalty: 4709.889160
	Iteration 48Q: 3 clusters Score -1456880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1456891.125000 Penalty: 4709.889160
	Iteration 49Q: 3 clusters Score -1456891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1456902.000000 Penalty: 4709.889160
	Iteration 50Q: 3 clusters Score -1456902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1456922.500000 Penalty: 4709.889160
	Iteration 51Q: 3 clusters Score -1456922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1456937.625000 Penalty: 4709.889160
	Iteration 52Q: 3 clusters Score -1456938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1456959.250000 Penalty: 4709.889160
	Iteration 53Q: 3 clusters Score -1456959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1456969.750000 Penalty: 4709.889160
	Iteration 54Q: 3 clusters Score -1456970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1456984.625000 Penalty: 4709.889160
	Iteration 55Q: 3 clusters Score -1456985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1456992.000000 Penalty: 4709.889160
	Iteration 56Q: 3 clusters Score -1456992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1457002.375000 Penalty: 4709.889160
	Iteration 57Q: 3 clusters Score -1457002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1457013.625000 Penalty: 4709.889160
	Iteration 58Q: 3 clusters Score -1457014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1457022.375000 Penalty: 4709.889160
	Iteration 59Q: 3 clusters Score -1457022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1457031.000000 Penalty: 4709.889160
	Iteration 60F: 3 clusters Score -1457031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1457037.625000 Penalty: 4709.889160
	Iteration 61Q: 3 clusters Score -1457038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1457043.125000 Penalty: 4709.889160
	Iteration 62Q: 3 clusters Score -1457043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1457051.375000 Penalty: 4709.889160
	Iteration 63Q: 3 clusters Score -1457051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1457055.750000 Penalty: 4709.889160
	Iteration 64Q: 3 clusters Score -1457056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1457060.750000 Penalty: 4709.889160
	Iteration 65Q: 3 clusters Score -1457061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1457069.375000 Penalty: 4709.889160
	Iteration 66Q: 3 clusters Score -1457069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1457075.500000 Penalty: 4709.889160
	Iteration 67Q: 3 clusters Score -1457076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1457085.875000 Penalty: 4709.889160
	Iteration 68Q: 3 clusters Score -1457086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1457096.000000 Penalty: 4709.889160
	Iteration 69Q: 3 clusters Score -1457096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1457111.750000 Penalty: 4709.889160
	Iteration 70Q: 3 clusters Score -1457112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1457123.000000 Penalty: 4709.889160
	Iteration 71Q: 3 clusters Score -1457123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1457129.250000 Penalty: 4709.889160
	Iteration 72Q: 3 clusters Score -1457129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1457137.250000 Penalty: 4709.889160
	Iteration 73Q: 3 clusters Score -1457137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1457147.125000 Penalty: 4709.889160
	Iteration 74Q: 3 clusters Score -1457147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1457150.500000 Penalty: 4709.889160
	Iteration 75Q: 3 clusters Score -1457150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1457156.875000 Penalty: 4709.889160
	Iteration 76Q: 3 clusters Score -1457157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1457163.875000 Penalty: 4709.889160
	Iteration 77Q: 3 clusters Score -1457164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1457170.500000 Penalty: 4709.889160
	Iteration 78Q: 3 clusters Score -1457170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1457176.750000 Penalty: 4709.889160
	Iteration 79Q: 3 clusters Score -1457177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1457181.875000 Penalty: 4709.889160
	Iteration 80F: 3 clusters Score -1457182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1457193.500000 Penalty: 4709.889160
	Iteration 81Q: 3 clusters Score -1457194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1457196.625000 Penalty: 4709.889160
	Iteration 82Q: 3 clusters Score -1457197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1457207.250000 Penalty: 4709.889160
	Iteration 83Q: 3 clusters Score -1457207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1457212.250000 Penalty: 4709.889160
	Iteration 84Q: 3 clusters Score -1457212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1457222.125000 Penalty: 4709.889160
	Iteration 85Q: 3 clusters Score -1457222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1457228.500000 Penalty: 4709.889160
	Iteration 86Q: 3 clusters Score -1457228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1457231.750000 Penalty: 4709.889160
	Iteration 87Q: 3 clusters Score -1457232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1457240.625000 Penalty: 4709.889160
	Iteration 88Q: 3 clusters Score -1457241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1457248.250000 Penalty: 4709.889160
	Iteration 89Q: 3 clusters Score -1457248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1457264.500000 Penalty: 4709.889160
	Iteration 90Q: 3 clusters Score -1457264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1457279.250000 Penalty: 4709.889160
	Iteration 91Q: 3 clusters Score -1457279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1457288.625000 Penalty: 4709.889160
	Iteration 92Q: 3 clusters Score -1457289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1457300.125000 Penalty: 4709.889160
	Iteration 93Q: 3 clusters Score -1457300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1457319.625000 Penalty: 4709.889160
	Iteration 94Q: 3 clusters Score -1457320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1457331.375000 Penalty: 4709.889160
	Iteration 95Q: 3 clusters Score -1457331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1457347.750000 Penalty: 4709.889160
	Iteration 96Q: 3 clusters Score -1457348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1457360.625000 Penalty: 4709.889160
	Iteration 97Q: 3 clusters Score -1457361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1457375.375000 Penalty: 4709.889160
	Iteration 98Q: 3 clusters Score -1457375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1457385.500000 Penalty: 4709.889160
	Iteration 99Q: 3 clusters Score -1457386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1457397.250000 Penalty: 4709.889160
	Iteration 100F: 3 clusters Score -1457397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1457412.125000 Penalty: 4709.889160
	Iteration 101Q: 3 clusters Score -1457412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1457419.125000 Penalty: 4709.889160
	Iteration 102Q: 3 clusters Score -1457419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1457432.625000 Penalty: 4709.889160
	Iteration 103Q: 3 clusters Score -1457433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1457437.375000 Penalty: 4709.889160
	Iteration 104Q: 3 clusters Score -1457437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1457452.500000 Penalty: 4709.889160
	Iteration 105Q: 3 clusters Score -1457452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1457471.500000 Penalty: 4709.889160
	Iteration 106Q: 3 clusters Score -1457472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1457492.125000 Penalty: 4709.889160
	Iteration 107Q: 3 clusters Score -1457492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1457512.625000 Penalty: 4709.889160
	Iteration 108Q: 3 clusters Score -1457513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1457525.625000 Penalty: 4709.889160
	Iteration 109Q: 3 clusters Score -1457526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1457538.375000 Penalty: 4709.889160
	Iteration 110Q: 3 clusters Score -1457538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1457549.625000 Penalty: 4709.889160
	Iteration 111Q: 3 clusters Score -1457550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1457557.875000 Penalty: 4709.889160
	Iteration 112Q: 3 clusters Score -1457558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1457561.250000 Penalty: 4709.889160
	Iteration 113Q: 3 clusters Score -1457561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1457565.375000 Penalty: 4709.889160
	Iteration 114Q: 3 clusters Score -1457565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1457565.875000 Penalty: 4709.889160
	Iteration 115Q: 3 clusters Score -1457566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1457574.875000 Penalty: 4709.889160
	Iteration 116Q: 3 clusters Score -1457575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1457577.875000 Penalty: 4709.889160
	Iteration 117Q: 3 clusters Score -1457578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1457579.625000 Penalty: 4709.889160
	Iteration 118Q: 3 clusters Score -1457580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1457582.125000 Penalty: 4709.889160
	Iteration 119Q: 3 clusters Score -1457582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1457584.875000 Penalty: 4709.889160
	Iteration 120F: 3 clusters Score -1457585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1457587.250000 Penalty: 4709.889160
	Iteration 121Q: 3 clusters Score -1457587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1457595.500000 Penalty: 4709.889160
	Iteration 122Q: 3 clusters Score -1457596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1457598.500000 Penalty: 4709.889160
	Iteration 123Q: 3 clusters Score -1457598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1457604.000000 Penalty: 4709.889160
	Iteration 124Q: 3 clusters Score -1457604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1457610.000000 Penalty: 4709.889160
	Iteration 125Q: 3 clusters Score -1457610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1457620.750000 Penalty: 4709.889160
	Iteration 126Q: 3 clusters Score -1457621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1457626.000000 Penalty: 4709.889160
	Iteration 127Q: 3 clusters Score -1457626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1457630.750000 Penalty: 4709.889160
	Iteration 128Q: 3 clusters Score -1457631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1457634.250000 Penalty: 4709.889160
	Iteration 129Q: 3 clusters Score -1457634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1457639.875000 Penalty: 4709.889160
	Iteration 130Q: 3 clusters Score -1457640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1457641.250000 Penalty: 4709.889160
	Iteration 131Q: 3 clusters Score -1457641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1457642.500000 Penalty: 4709.889160
	Iteration 132Q: 3 clusters Score -1457642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1457649.375000 Penalty: 4709.889160
	Iteration 133Q: 3 clusters Score -1457649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1457658.625000 Penalty: 4709.889160
	Iteration 134Q: 3 clusters Score -1457659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1457656.125000 Penalty: 4709.889160
	Iteration 135Q: 3 clusters Score -1457656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1457661.875000 Penalty: 4709.889160
	Iteration 136Q: 3 clusters Score -1457662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1457661.250000 Penalty: 4709.889160
	Iteration 137Q: 3 clusters Score -1457661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1457665.375000 Penalty: 4709.889160
	Iteration 138Q: 3 clusters Score -1457665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1457668.125000 Penalty: 4709.889160
	Iteration 139Q: 3 clusters Score -1457668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1457668.250000 Penalty: 4709.889160
	Iteration 140F: 3 clusters Score -1457668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1457668.125000 Penalty: 4709.889160
	Iteration 141Q: 3 clusters Score -1457668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1457670.500000 Penalty: 4709.889160
	Iteration 142Q: 3 clusters Score -1457670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1457676.375000 Penalty: 4709.889160
	Iteration 143Q: 3 clusters Score -1457676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1457679.500000 Penalty: 4709.889160
	Iteration 144Q: 3 clusters Score -1457680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1457680.375000 Penalty: 4709.889160
	Iteration 145Q: 3 clusters Score -1457680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1457683.125000 Penalty: 4709.889160
	Iteration 146Q: 3 clusters Score -1457683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1457686.500000 Penalty: 4709.889160
	Iteration 147Q: 3 clusters Score -1457686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1457689.750000 Penalty: 4709.889160
	Iteration 148Q: 3 clusters Score -1457690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1457689.000000 Penalty: 4709.889160
	Iteration 149Q: 3 clusters Score -1457689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1457694.250000 Penalty: 4709.889160
	Iteration 150Q: 3 clusters Score -1457694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1457694.500000 Penalty: 4709.889160
	Iteration 151Q: 3 clusters Score -1457694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1457694.500000 Penalty: 4709.889160
	Iteration 152Q: 3 clusters Score -1457694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1457693.000000 Penalty: 4709.889160
	Iteration 153Q: 3 clusters Score -1457693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1457693.000000 Penalty: 4709.889160
	Iteration 154F: 3 clusters Score -1457693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -784028.187500 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -784028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -778397.875000 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -778397.9 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -780049.562500 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -780049.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -780305.687500 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -780305.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -780452.562500 Penalty: 4371.244141
	Iteration 3Q: 3 clusters Score -780452.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -780571.000000 Penalty: 4371.244141
	Iteration 4Q: 3 clusters Score -780571 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -780668.687500 Penalty: 4371.244141
	Iteration 5Q: 3 clusters Score -780668.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -780763.437500 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -780763.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -780847.500000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -780847.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -780955.125000 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -780955.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -781054.625000 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -781054.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -781159.937500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -781159.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -781263.062500 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -781263.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -781377.375000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -781377.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -781480.687500 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -781480.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -781595.875000 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -781595.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -781713.312500 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -781713.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -781819.187500 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -781819.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -781927.312500 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -781927.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -782028.187500 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -782028.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -782129.000000 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -782129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -782217.875000 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -782217.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -782278.812500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -782278.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -782328.500000 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -782328.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -782371.062500 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -782371.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -782400.437500 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -782400.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -782416.625000 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -782416.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -782432.375000 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -782432.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -782447.687500 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -782447.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -782454.500000 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -782454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -782464.187500 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -782464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -782471.187500 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -782471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -782476.687500 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -782476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -782479.812500 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -782479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -782484.250000 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -782484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -782486.500000 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -782486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -782485.812500 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -782485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -782485.812500 Penalty: 4371.244141
	Iteration 36F: 3 clusters Score -782485.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Entering Unmasked Estep 
Score: -1973505.375000 Penalty: 2383.443359
	Iteration 0F: 2 clusters Score -1973505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1962675.375000 Penalty: 4766.886719
	Iteration 0F: 3 clusters Score -1962675 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1966071.625000 Penalty: 4766.886719
	Iteration 1F: 3 clusters Score -1966072 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1966400.625000 Penalty: 4766.886719
	Iteration 2F: 3 clusters Score -1966401 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1966640.250000 Penalty: 4766.886719
	Iteration 3Q: 3 clusters Score -1966640 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1966851.875000 Penalty: 4766.886719
	Iteration 4Q: 3 clusters Score -1966852 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1967029.625000 Penalty: 4766.886719
	Iteration 5Q: 3 clusters Score -1967030 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1967194.625000 Penalty: 4766.886719
	Iteration 6Q: 3 clusters Score -1967195 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1967375.125000 Penalty: 4766.886719
	Iteration 7Q: 3 clusters Score -1967375 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1967556.500000 Penalty: 4766.886719
	Iteration 8Q: 3 clusters Score -1967556 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1967754.750000 Penalty: 4766.886719
	Iteration 9Q: 3 clusters Score -1967755 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1967970.000000 Penalty: 4766.886719
	Iteration 10Q: 3 clusters Score -1967970 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1968219.250000 Penalty: 4766.886719
	Iteration 11Q: 3 clusters Score -1968219 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1968539.250000 Penalty: 4766.886719
	Iteration 12Q: 3 clusters Score -1968539 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1968908.375000 Penalty: 4766.886719
	Iteration 13Q: 3 clusters Score -1968908 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1969270.750000 Penalty: 4766.886719
	Iteration 14Q: 3 clusters Score -1969271 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1969670.625000 Penalty: 4766.886719
	Iteration 15Q: 3 clusters Score -1969671 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1970065.375000 Penalty: 4766.886719
	Iteration 16Q: 3 clusters Score -1970065 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1970401.375000 Penalty: 4766.886719
	Iteration 17Q: 3 clusters Score -1970401 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1970652.000000 Penalty: 4766.886719
	Iteration 18Q: 3 clusters Score -1970652 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1970863.250000 Penalty: 4766.886719
	Iteration 19Q: 3 clusters Score -1970863 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1971016.250000 Penalty: 4766.886719
	Iteration 20F: 3 clusters Score -1971016 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1971111.625000 Penalty: 4766.886719
	Iteration 21Q: 3 clusters Score -1971112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1971203.875000 Penalty: 4766.886719
	Iteration 22Q: 3 clusters Score -1971204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1971253.375000 Penalty: 4766.886719
	Iteration 23Q: 3 clusters Score -1971253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1971285.375000 Penalty: 4766.886719
	Iteration 24Q: 3 clusters Score -1971285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1971322.000000 Penalty: 4766.886719
	Iteration 25Q: 3 clusters Score -1971322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1971338.375000 Penalty: 4766.886719
	Iteration 26Q: 3 clusters Score -1971338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1971353.000000 Penalty: 4766.886719
	Iteration 27Q: 3 clusters Score -1971353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1971362.375000 Penalty: 4766.886719
	Iteration 28Q: 3 clusters Score -1971362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1971379.750000 Penalty: 4766.886719
	Iteration 29Q: 3 clusters Score -1971380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1971389.125000 Penalty: 4766.886719
	Iteration 30Q: 3 clusters Score -1971389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1971392.000000 Penalty: 4766.886719
	Iteration 31Q: 3 clusters Score -1971392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1971398.375000 Penalty: 4766.886719
	Iteration 32Q: 3 clusters Score -1971398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1971406.375000 Penalty: 4766.886719
	Iteration 33Q: 3 clusters Score -1971406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1971418.375000 Penalty: 4766.886719
	Iteration 34Q: 3 clusters Score -1971418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1971421.875000 Penalty: 4766.886719
	Iteration 35Q: 3 clusters Score -1971422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1971428.750000 Penalty: 4766.886719
	Iteration 36Q: 3 clusters Score -1971429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1971435.000000 Penalty: 4766.886719
	Iteration 37Q: 3 clusters Score -1971435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1971434.000000 Penalty: 4766.886719
	Iteration 38Q: 3 clusters Score -1971434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1971437.375000 Penalty: 4766.886719
	Iteration 39Q: 3 clusters Score -1971437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1971441.625000 Penalty: 4766.886719
	Iteration 40F: 3 clusters Score -1971442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Entering Unmasked Estep 
Score: -1518901.000000 Penalty: 2329.173584
	Iteration 0F: 2 clusters Score -1518901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1509910.875000 Penalty: 4658.347168
	Iteration 0F: 3 clusters Score -1509911 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1512565.250000 Penalty: 4658.347168
	Iteration 1F: 3 clusters Score -1512565 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1512870.875000 Penalty: 4658.347168
	Iteration 2F: 3 clusters Score -1512871 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1513105.875000 Penalty: 4658.347168
	Iteration 3Q: 3 clusters Score -1513106 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1513336.375000 Penalty: 4658.347168
	Iteration 4Q: 3 clusters Score -1513336 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1513540.500000 Penalty: 4658.347168
	Iteration 5Q: 3 clusters Score -1513540 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1513707.875000 Penalty: 4658.347168
	Iteration 6Q: 3 clusters Score -1513708 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1513887.500000 Penalty: 4658.347168
	Iteration 7Q: 3 clusters Score -1513888 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1514039.625000 Penalty: 4658.347168
	Iteration 8Q: 3 clusters Score -1514040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1514211.250000 Penalty: 4658.347168
	Iteration 9Q: 3 clusters Score -1514211 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1514405.000000 Penalty: 4658.347168
	Iteration 10Q: 3 clusters Score -1514405 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1514618.625000 Penalty: 4658.347168
	Iteration 11Q: 3 clusters Score -1514619 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1514848.500000 Penalty: 4658.347168
	Iteration 12Q: 3 clusters Score -1514848 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1515088.625000 Penalty: 4658.347168
	Iteration 13Q: 3 clusters Score -1515089 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1515347.750000 Penalty: 4658.347168
	Iteration 14Q: 3 clusters Score -1515348 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1515610.625000 Penalty: 4658.347168
	Iteration 15Q: 3 clusters Score -1515611 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1515808.125000 Penalty: 4658.347168
	Iteration 16Q: 3 clusters Score -1515808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1515989.250000 Penalty: 4658.347168
	Iteration 17Q: 3 clusters Score -1515989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1516164.250000 Penalty: 4658.347168
	Iteration 18Q: 3 clusters Score -1516164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1516281.750000 Penalty: 4658.347168
	Iteration 19Q: 3 clusters Score -1516282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1516386.750000 Penalty: 4658.347168
	Iteration 20F: 3 clusters Score -1516387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1516477.375000 Penalty: 4658.347168
	Iteration 21Q: 3 clusters Score -1516477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1516552.125000 Penalty: 4658.347168
	Iteration 22Q: 3 clusters Score -1516552 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1516615.500000 Penalty: 4658.347168
	Iteration 23Q: 3 clusters Score -1516616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1516655.125000 Penalty: 4658.347168
	Iteration 24Q: 3 clusters Score -1516655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1516696.375000 Penalty: 4658.347168
	Iteration 25Q: 3 clusters Score -1516696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1516743.375000 Penalty: 4658.347168
	Iteration 26Q: 3 clusters Score -1516743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1516793.125000 Penalty: 4658.347168
	Iteration 27Q: 3 clusters Score -1516793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1516838.000000 Penalty: 4658.347168
	Iteration 28Q: 3 clusters Score -1516838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1516881.625000 Penalty: 4658.347168
	Iteration 29Q: 3 clusters Score -1516882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1516910.500000 Penalty: 4658.347168
	Iteration 30Q: 3 clusters Score -1516910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1516936.500000 Penalty: 4658.347168
	Iteration 31Q: 3 clusters Score -1516936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1516953.375000 Penalty: 4658.347168
	Iteration 32Q: 3 clusters Score -1516953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1516972.250000 Penalty: 4658.347168
	Iteration 33Q: 3 clusters Score -1516972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1516991.875000 Penalty: 4658.347168
	Iteration 34Q: 3 clusters Score -1516992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1517000.250000 Penalty: 4658.347168
	Iteration 35Q: 3 clusters Score -1517000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1517012.750000 Penalty: 4658.347168
	Iteration 36Q: 3 clusters Score -1517013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1517020.750000 Penalty: 4658.347168
	Iteration 37Q: 3 clusters Score -1517021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1517036.000000 Penalty: 4658.347168
	Iteration 38Q: 3 clusters Score -1517036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1517039.625000 Penalty: 4658.347168
	Iteration 39Q: 3 clusters Score -1517040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1517042.250000 Penalty: 4658.347168
	Iteration 40F: 3 clusters Score -1517042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1517048.875000 Penalty: 4658.347168
	Iteration 41Q: 3 clusters Score -1517049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1517055.250000 Penalty: 4658.347168
	Iteration 42Q: 3 clusters Score -1517055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1517058.750000 Penalty: 4658.347168
	Iteration 43Q: 3 clusters Score -1517059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1517064.125000 Penalty: 4658.347168
	Iteration 44Q: 3 clusters Score -1517064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1517073.250000 Penalty: 4658.347168
	Iteration 45Q: 3 clusters Score -1517073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1517078.750000 Penalty: 4658.347168
	Iteration 46Q: 3 clusters Score -1517079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1517087.750000 Penalty: 4658.347168
	Iteration 47Q: 3 clusters Score -1517088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1517093.125000 Penalty: 4658.347168
	Iteration 48Q: 3 clusters Score -1517093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1517098.125000 Penalty: 4658.347168
	Iteration 49Q: 3 clusters Score -1517098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1517099.000000 Penalty: 4658.347168
	Iteration 50Q: 3 clusters Score -1517099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1517102.375000 Penalty: 4658.347168
	Iteration 51Q: 3 clusters Score -1517102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1517106.125000 Penalty: 4658.347168
	Iteration 52Q: 3 clusters Score -1517106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1517111.375000 Penalty: 4658.347168
	Iteration 53Q: 3 clusters Score -1517111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1517112.000000 Penalty: 4658.347168
	Iteration 54Q: 3 clusters Score -1517112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1517119.125000 Penalty: 4658.347168
	Iteration 55Q: 3 clusters Score -1517119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1517120.000000 Penalty: 4658.347168
	Iteration 56Q: 3 clusters Score -1517120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1517121.375000 Penalty: 4658.347168
	Iteration 57Q: 3 clusters Score -1517121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1517124.625000 Penalty: 4658.347168
	Iteration 58Q: 3 clusters Score -1517125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1517125.125000 Penalty: 4658.347168
	Iteration 59Q: 3 clusters Score -1517125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1517125.500000 Penalty: 4658.347168
	Iteration 60F: 3 clusters Score -1517126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1517127.125000 Penalty: 4658.347168
	Iteration 61Q: 3 clusters Score -1517127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1517129.000000 Penalty: 4658.347168
	Iteration 62Q: 3 clusters Score -1517129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1517130.125000 Penalty: 4658.347168
	Iteration 63Q: 3 clusters Score -1517130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1517129.375000 Penalty: 4658.347168
	Iteration 64Q: 3 clusters Score -1517129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1517131.750000 Penalty: 4658.347168
	Iteration 65Q: 3 clusters Score -1517132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1517131.750000 Penalty: 4658.347168
	Iteration 66F: 3 clusters Score -1517132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Entering Unmasked Estep 
Score: -1293922.000000 Penalty: 2287.807861
	Iteration 0F: 2 clusters Score -1293922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1286147.750000 Penalty: 4575.615723
	Iteration 0F: 3 clusters Score -1286148 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1288377.000000 Penalty: 4575.615723
	Iteration 1F: 3 clusters Score -1288377 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1288690.250000 Penalty: 4575.615723
	Iteration 2F: 3 clusters Score -1288690 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1288879.375000 Penalty: 4575.615723
	Iteration 3Q: 3 clusters Score -1288879 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1289002.125000 Penalty: 4575.615723
	Iteration 4Q: 3 clusters Score -1289002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1289097.000000 Penalty: 4575.615723
	Iteration 5Q: 3 clusters Score -1289097 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1289185.750000 Penalty: 4575.615723
	Iteration 6Q: 3 clusters Score -1289186 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1289274.250000 Penalty: 4575.615723
	Iteration 7Q: 3 clusters Score -1289274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1289366.375000 Penalty: 4575.615723
	Iteration 8Q: 3 clusters Score -1289366 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1289497.250000 Penalty: 4575.615723
	Iteration 9Q: 3 clusters Score -1289497 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1289672.750000 Penalty: 4575.615723
	Iteration 10Q: 3 clusters Score -1289673 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1289865.375000 Penalty: 4575.615723
	Iteration 11Q: 3 clusters Score -1289865 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1290103.500000 Penalty: 4575.615723
	Iteration 12Q: 3 clusters Score -1290104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1290401.625000 Penalty: 4575.615723
	Iteration 13Q: 3 clusters Score -1290402 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1290719.125000 Penalty: 4575.615723
	Iteration 14Q: 3 clusters Score -1290719 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1291042.125000 Penalty: 4575.615723
	Iteration 15Q: 3 clusters Score -1291042 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1291299.750000 Penalty: 4575.615723
	Iteration 16Q: 3 clusters Score -1291300 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1291498.250000 Penalty: 4575.615723
	Iteration 17Q: 3 clusters Score -1291498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1291620.875000 Penalty: 4575.615723
	Iteration 18Q: 3 clusters Score -1291621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1291702.000000 Penalty: 4575.615723
	Iteration 19Q: 3 clusters Score -1291702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1291768.375000 Penalty: 4575.615723
	Iteration 20F: 3 clusters Score -1291768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1291810.875000 Penalty: 4575.615723
	Iteration 21Q: 3 clusters Score -1291811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1291839.500000 Penalty: 4575.615723
	Iteration 22Q: 3 clusters Score -1291840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1291863.625000 Penalty: 4575.615723
	Iteration 23Q: 3 clusters Score -1291864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1291872.500000 Penalty: 4575.615723
	Iteration 24Q: 3 clusters Score -1291872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1291885.875000 Penalty: 4575.615723
	Iteration 25Q: 3 clusters Score -1291886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1291896.750000 Penalty: 4575.615723
	Iteration 26Q: 3 clusters Score -1291897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1291904.000000 Penalty: 4575.615723
	Iteration 27Q: 3 clusters Score -1291904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1291912.125000 Penalty: 4575.615723
	Iteration 28Q: 3 clusters Score -1291912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1291917.250000 Penalty: 4575.615723
	Iteration 29Q: 3 clusters Score -1291917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1291918.750000 Penalty: 4575.615723
	Iteration 30Q: 3 clusters Score -1291919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1291921.250000 Penalty: 4575.615723
	Iteration 31Q: 3 clusters Score -1291921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1291921.250000 Penalty: 4575.615723
	Iteration 32F: 3 clusters Score -1291921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Entering Unmasked Estep 
Score: -7164897.000000 Penalty: 2705.286133
	Iteration 0F: 2 clusters Score -7164897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -7128096.000000 Penalty: 5410.572266
	Iteration 0F: 3 clusters Score -7128096 nChanged 25374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -7142459.000000 Penalty: 5410.572266
	Iteration 1F: 3 clusters Score -7142459 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -7143229.500000 Penalty: 5410.572266
	Iteration 2Q: 3 clusters Score -7143230 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -7144078.000000 Penalty: 5410.572266
	Iteration 3Q: 3 clusters Score -7144078 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -7145093.500000 Penalty: 5410.572266
	Iteration 4Q: 3 clusters Score -7145094 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -7146296.500000 Penalty: 5410.572266
	Iteration 5Q: 3 clusters Score -7146296 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -7147996.000000 Penalty: 5410.572266
	Iteration 6F: 3 clusters Score -7147996 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -7150238.000000 Penalty: 5410.572266
	Iteration 7F: 3 clusters Score -7150238 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -7152987.500000 Penalty: 5410.572266
	Iteration 8F: 3 clusters Score -7152988 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -7155550.000000 Penalty: 5410.572266
	Iteration 9F: 3 clusters Score -7155550 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -7157434.000000 Penalty: 5410.572266
	Iteration 10Q: 3 clusters Score -7157434 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -7158564.000000 Penalty: 5410.572266
	Iteration 11Q: 3 clusters Score -7158564 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -7159200.500000 Penalty: 5410.572266
	Iteration 12Q: 3 clusters Score -7159200 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -7159637.000000 Penalty: 5410.572266
	Iteration 13Q: 3 clusters Score -7159637 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -7160007.000000 Penalty: 5410.572266
	Iteration 14Q: 3 clusters Score -7160007 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7160304.000000 Penalty: 5410.572266
	Iteration 15Q: 3 clusters Score -7160304 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7160587.500000 Penalty: 5410.572266
	Iteration 16Q: 3 clusters Score -7160588 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7160819.500000 Penalty: 5410.572266
	Iteration 17Q: 3 clusters Score -7160820 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7161082.000000 Penalty: 5410.572266
	Iteration 18Q: 3 clusters Score -7161082 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7161252.000000 Penalty: 5410.572266
	Iteration 19Q: 3 clusters Score -7161252 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7161441.000000 Penalty: 5410.572266
	Iteration 20F: 3 clusters Score -7161441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7161560.500000 Penalty: 5410.572266
	Iteration 21Q: 3 clusters Score -7161560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7161657.000000 Penalty: 5410.572266
	Iteration 22Q: 3 clusters Score -7161657 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7161749.500000 Penalty: 5410.572266
	Iteration 23Q: 3 clusters Score -7161750 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7161829.500000 Penalty: 5410.572266
	Iteration 24Q: 3 clusters Score -7161830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7161912.500000 Penalty: 5410.572266
	Iteration 25Q: 3 clusters Score -7161912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7162006.000000 Penalty: 5410.572266
	Iteration 26Q: 3 clusters Score -7162006 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7162058.000000 Penalty: 5410.572266
	Iteration 27Q: 3 clusters Score -7162058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7162109.000000 Penalty: 5410.572266
	Iteration 28Q: 3 clusters Score -7162109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7162139.500000 Penalty: 5410.572266
	Iteration 29Q: 3 clusters Score -7162140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7162179.500000 Penalty: 5410.572266
	Iteration 30Q: 3 clusters Score -7162180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7162204.500000 Penalty: 5410.572266
	Iteration 31Q: 3 clusters Score -7162204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7162223.000000 Penalty: 5410.572266
	Iteration 32Q: 3 clusters Score -7162223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7162250.000000 Penalty: 5410.572266
	Iteration 33Q: 3 clusters Score -7162250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7162280.000000 Penalty: 5410.572266
	Iteration 34Q: 3 clusters Score -7162280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7162293.500000 Penalty: 5410.572266
	Iteration 35Q: 3 clusters Score -7162294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7162299.500000 Penalty: 5410.572266
	Iteration 36Q: 3 clusters Score -7162300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7162313.000000 Penalty: 5410.572266
	Iteration 37Q: 3 clusters Score -7162313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7162312.500000 Penalty: 5410.572266
	Iteration 38Q: 3 clusters Score -7162312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7162336.500000 Penalty: 5410.572266
	Iteration 39Q: 3 clusters Score -7162336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7162333.000000 Penalty: 5410.572266
	Iteration 40F: 3 clusters Score -7162333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7162351.000000 Penalty: 5410.572266
	Iteration 41Q: 3 clusters Score -7162351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7162384.500000 Penalty: 5410.572266
	Iteration 42Q: 3 clusters Score -7162384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7162395.500000 Penalty: 5410.572266
	Iteration 43Q: 3 clusters Score -7162396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7162416.000000 Penalty: 5410.572266
	Iteration 44Q: 3 clusters Score -7162416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7162420.500000 Penalty: 5410.572266
	Iteration 45Q: 3 clusters Score -7162420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7162430.500000 Penalty: 5410.572266
	Iteration 46Q: 3 clusters Score -7162430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7162439.500000 Penalty: 5410.572266
	Iteration 47Q: 3 clusters Score -7162440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7162452.000000 Penalty: 5410.572266
	Iteration 48Q: 3 clusters Score -7162452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7162466.000000 Penalty: 5410.572266
	Iteration 49Q: 3 clusters Score -7162466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7162473.500000 Penalty: 5410.572266
	Iteration 50Q: 3 clusters Score -7162474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7162491.500000 Penalty: 5410.572266
	Iteration 51Q: 3 clusters Score -7162492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7162492.500000 Penalty: 5410.572266
	Iteration 52Q: 3 clusters Score -7162492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7162502.000000 Penalty: 5410.572266
	Iteration 53Q: 3 clusters Score -7162502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7162519.500000 Penalty: 5410.572266
	Iteration 54Q: 3 clusters Score -7162520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7162511.000000 Penalty: 5410.572266
	Iteration 55Q: 3 clusters Score -7162511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7162514.500000 Penalty: 5410.572266
	Iteration 56Q: 3 clusters Score -7162514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7162531.000000 Penalty: 5410.572266
	Iteration 57Q: 3 clusters Score -7162531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7162534.500000 Penalty: 5410.572266
	Iteration 58Q: 3 clusters Score -7162534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7162536.500000 Penalty: 5410.572266
	Iteration 59Q: 3 clusters Score -7162536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7162540.000000 Penalty: 5410.572266
	Iteration 60F: 3 clusters Score -7162540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7162541.000000 Penalty: 5410.572266
	Iteration 61Q: 3 clusters Score -7162541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7162537.000000 Penalty: 5410.572266
	Iteration 62Q: 3 clusters Score -7162537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7162550.500000 Penalty: 5410.572266
	Iteration 63Q: 3 clusters Score -7162550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7162558.000000 Penalty: 5410.572266
	Iteration 64Q: 3 clusters Score -7162558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7162560.500000 Penalty: 5410.572266
	Iteration 65Q: 3 clusters Score -7162560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7162567.000000 Penalty: 5410.572266
	Iteration 66Q: 3 clusters Score -7162567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7162573.000000 Penalty: 5410.572266
	Iteration 67Q: 3 clusters Score -7162573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7162576.000000 Penalty: 5410.572266
	Iteration 68Q: 3 clusters Score -7162576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7162577.500000 Penalty: 5410.572266
	Iteration 69Q: 3 clusters Score -7162578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7162586.500000 Penalty: 5410.572266
	Iteration 70Q: 3 clusters Score -7162586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7162586.500000 Penalty: 5410.572266
	Iteration 71Q: 3 clusters Score -7162586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7162591.000000 Penalty: 5410.572266
	Iteration 72Q: 3 clusters Score -7162591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7162586.500000 Penalty: 5410.572266
	Iteration 73Q: 3 clusters Score -7162586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7162580.000000 Penalty: 5410.572266
	Iteration 74Q: 3 clusters Score -7162580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7162588.000000 Penalty: 5410.572266
	Iteration 75Q: 3 clusters Score -7162588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7162590.000000 Penalty: 5410.572266
	Iteration 76Q: 3 clusters Score -7162590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7162584.000000 Penalty: 5410.572266
	Iteration 77Q: 3 clusters Score -7162584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7162589.500000 Penalty: 5410.572266
	Iteration 78Q: 3 clusters Score -7162590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7162598.500000 Penalty: 5410.572266
	Iteration 79Q: 3 clusters Score -7162598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7162608.000000 Penalty: 5410.572266
	Iteration 80F: 3 clusters Score -7162608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7162613.000000 Penalty: 5410.572266
	Iteration 81Q: 3 clusters Score -7162613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7162620.500000 Penalty: 5410.572266
	Iteration 82Q: 3 clusters Score -7162620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7162629.000000 Penalty: 5410.572266
	Iteration 83Q: 3 clusters Score -7162629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7162624.000000 Penalty: 5410.572266
	Iteration 84Q: 3 clusters Score -7162624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7162626.500000 Penalty: 5410.572266
	Iteration 85Q: 3 clusters Score -7162626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7162627.500000 Penalty: 5410.572266
	Iteration 86Q: 3 clusters Score -7162628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7162630.500000 Penalty: 5410.572266
	Iteration 87Q: 3 clusters Score -7162630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7162637.500000 Penalty: 5410.572266
	Iteration 88Q: 3 clusters Score -7162638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7162646.500000 Penalty: 5410.572266
	Iteration 89Q: 3 clusters Score -7162646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7162642.000000 Penalty: 5410.572266
	Iteration 90Q: 3 clusters Score -7162642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7162641.000000 Penalty: 5410.572266
	Iteration 91Q: 3 clusters Score -7162641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7162648.000000 Penalty: 5410.572266
	Iteration 92Q: 3 clusters Score -7162648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7162647.500000 Penalty: 5410.572266
	Iteration 93Q: 3 clusters Score -7162648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7162660.000000 Penalty: 5410.572266
	Iteration 94Q: 3 clusters Score -7162660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7162660.500000 Penalty: 5410.572266
	Iteration 95Q: 3 clusters Score -7162660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7162650.500000 Penalty: 5410.572266
	Iteration 96Q: 3 clusters Score -7162650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7162654.500000 Penalty: 5410.572266
	Iteration 97Q: 3 clusters Score -7162654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7162654.000000 Penalty: 5410.572266
	Iteration 98Q: 3 clusters Score -7162654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7162653.500000 Penalty: 5410.572266
	Iteration 99Q: 3 clusters Score -7162654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7162654.500000 Penalty: 5410.572266
	Iteration 100F: 3 clusters Score -7162654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7162663.500000 Penalty: 5410.572266
	Iteration 101Q: 3 clusters Score -7162664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7162655.500000 Penalty: 5410.572266
	Iteration 102Q: 3 clusters Score -7162656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7162663.000000 Penalty: 5410.572266
	Iteration 103Q: 3 clusters Score -7162663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7162668.500000 Penalty: 5410.572266
	Iteration 104Q: 3 clusters Score -7162668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7162670.500000 Penalty: 5410.572266
	Iteration 105Q: 3 clusters Score -7162670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7162666.500000 Penalty: 5410.572266
	Iteration 106Q: 3 clusters Score -7162666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7162666.500000 Penalty: 5410.572266
	Iteration 107Q: 3 clusters Score -7162666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7162668.500000 Penalty: 5410.572266
	Iteration 108Q: 3 clusters Score -7162668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7162668.000000 Penalty: 5410.572266
	Iteration 109Q: 3 clusters Score -7162668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7162677.500000 Penalty: 5410.572266
	Iteration 110Q: 3 clusters Score -7162678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7162678.500000 Penalty: 5410.572266
	Iteration 111Q: 3 clusters Score -7162678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7162680.000000 Penalty: 5410.572266
	Iteration 112Q: 3 clusters Score -7162680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7162680.000000 Penalty: 5410.572266
	Iteration 113F: 3 clusters Score -7162680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Entering Unmasked Estep 
Score: -2438358.250000 Penalty: 2445.035156
	Iteration 0F: 2 clusters Score -2438358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2424855.500000 Penalty: 4890.070312
	Iteration 0F: 3 clusters Score -2424856 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2429569.000000 Penalty: 4890.070312
	Iteration 1F: 3 clusters Score -2429569 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2430335.500000 Penalty: 4890.070312
	Iteration 2F: 3 clusters Score -2430336 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2431306.250000 Penalty: 4890.070312
	Iteration 3F: 3 clusters Score -2431306 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2432346.500000 Penalty: 4890.070312
	Iteration 4F: 3 clusters Score -2432346 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2433392.250000 Penalty: 4890.070312
	Iteration 5F: 3 clusters Score -2433392 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2434363.000000 Penalty: 4890.070312
	Iteration 6F: 3 clusters Score -2434363 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2435213.000000 Penalty: 4890.070312
	Iteration 7F: 3 clusters Score -2435213 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2435867.500000 Penalty: 4890.070312
	Iteration 8Q: 3 clusters Score -2435868 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2436343.250000 Penalty: 4890.070312
	Iteration 9Q: 3 clusters Score -2436343 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2436731.500000 Penalty: 4890.070312
	Iteration 10Q: 3 clusters Score -2436732 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2436927.000000 Penalty: 4890.070312
	Iteration 11Q: 3 clusters Score -2436927 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2437063.000000 Penalty: 4890.070312
	Iteration 12Q: 3 clusters Score -2437063 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2437146.500000 Penalty: 4890.070312
	Iteration 13Q: 3 clusters Score -2437146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2437213.000000 Penalty: 4890.070312
	Iteration 14Q: 3 clusters Score -2437213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2437251.750000 Penalty: 4890.070312
	Iteration 15Q: 3 clusters Score -2437252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2437305.500000 Penalty: 4890.070312
	Iteration 16Q: 3 clusters Score -2437306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2437336.250000 Penalty: 4890.070312
	Iteration 17Q: 3 clusters Score -2437336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2437367.750000 Penalty: 4890.070312
	Iteration 18Q: 3 clusters Score -2437368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2437397.500000 Penalty: 4890.070312
	Iteration 19Q: 3 clusters Score -2437398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2437409.000000 Penalty: 4890.070312
	Iteration 20F: 3 clusters Score -2437409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2437430.000000 Penalty: 4890.070312
	Iteration 21Q: 3 clusters Score -2437430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2437438.250000 Penalty: 4890.070312
	Iteration 22Q: 3 clusters Score -2437438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2437438.250000 Penalty: 4890.070312
	Iteration 23Q: 3 clusters Score -2437438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2437440.000000 Penalty: 4890.070312
	Iteration 24Q: 3 clusters Score -2437440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2437453.000000 Penalty: 4890.070312
	Iteration 25Q: 3 clusters Score -2437453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2437452.750000 Penalty: 4890.070312
	Iteration 26Q: 3 clusters Score -2437453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2437460.000000 Penalty: 4890.070312
	Iteration 27Q: 3 clusters Score -2437460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2437456.250000 Penalty: 4890.070312
	Iteration 28Q: 3 clusters Score -2437456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2437458.000000 Penalty: 4890.070312
	Iteration 29Q: 3 clusters Score -2437458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2437457.250000 Penalty: 4890.070312
	Iteration 30Q: 3 clusters Score -2437457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2437455.250000 Penalty: 4890.070312
	Iteration 31Q: 3 clusters Score -2437455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2437466.500000 Penalty: 4890.070312
	Iteration 32Q: 3 clusters Score -2437466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2437463.250000 Penalty: 4890.070312
	Iteration 33Q: 3 clusters Score -2437463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2437469.000000 Penalty: 4890.070312
	Iteration 34Q: 3 clusters Score -2437469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2437464.500000 Penalty: 4890.070312
	Iteration 35Q: 3 clusters Score -2437464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2437466.750000 Penalty: 4890.070312
	Iteration 36Q: 3 clusters Score -2437467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2437470.500000 Penalty: 4890.070312
	Iteration 37Q: 3 clusters Score -2437470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2437469.250000 Penalty: 4890.070312
	Iteration 38Q: 3 clusters Score -2437469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2437470.500000 Penalty: 4890.070312
	Iteration 39Q: 3 clusters Score -2437470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2437475.000000 Penalty: 4890.070312
	Iteration 40F: 3 clusters Score -2437475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2437477.750000 Penalty: 4890.070312
	Iteration 41Q: 3 clusters Score -2437478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2437479.250000 Penalty: 4890.070312
	Iteration 42Q: 3 clusters Score -2437479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2437484.000000 Penalty: 4890.070312
	Iteration 43Q: 3 clusters Score -2437484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2437483.500000 Penalty: 4890.070312
	Iteration 44Q: 3 clusters Score -2437484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2437486.250000 Penalty: 4890.070312
	Iteration 45Q: 3 clusters Score -2437486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2437484.750000 Penalty: 4890.070312
	Iteration 46Q: 3 clusters Score -2437485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2437486.000000 Penalty: 4890.070312
	Iteration 47Q: 3 clusters Score -2437486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2437482.250000 Penalty: 4890.070312
	Iteration 48Q: 3 clusters Score -2437482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2437480.750000 Penalty: 4890.070312
	Iteration 49Q: 3 clusters Score -2437481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2437480.750000 Penalty: 4890.070312
	Iteration 50Q: 3 clusters Score -2437481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2437481.500000 Penalty: 4890.070312
	Iteration 51Q: 3 clusters Score -2437482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2437482.000000 Penalty: 4890.070312
	Iteration 52Q: 3 clusters Score -2437482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2437482.000000 Penalty: 4890.070312
	Iteration 53F: 3 clusters Score -2437482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Entering Unmasked Estep 
Score: -5671006.500000 Penalty: 2654.616211
	Iteration 0F: 2 clusters Score -5671006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -5640919.000000 Penalty: 5309.232422
	Iteration 0F: 3 clusters Score -5640919 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -5652191.500000 Penalty: 5309.232422
	Iteration 1F: 3 clusters Score -5652192 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5652941.500000 Penalty: 5309.232422
	Iteration 2Q: 3 clusters Score -5652942 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5653788.000000 Penalty: 5309.232422
	Iteration 3Q: 3 clusters Score -5653788 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5654956.000000 Penalty: 5309.232422
	Iteration 4F: 3 clusters Score -5654956 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5656676.500000 Penalty: 5309.232422
	Iteration 5F: 3 clusters Score -5656676 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5659158.500000 Penalty: 5309.232422
	Iteration 6F: 3 clusters Score -5659158 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -5662375.000000 Penalty: 5309.232422
	Iteration 7F: 3 clusters Score -5662375 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5665671.500000 Penalty: 5309.232422
	Iteration 8F: 3 clusters Score -5665672 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5667861.500000 Penalty: 5309.232422
	Iteration 9Q: 3 clusters Score -5667862 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5668758.000000 Penalty: 5309.232422
	Iteration 10Q: 3 clusters Score -5668758 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5669055.500000 Penalty: 5309.232422
	Iteration 11Q: 3 clusters Score -5669056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5669140.500000 Penalty: 5309.232422
	Iteration 12Q: 3 clusters Score -5669140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5669176.000000 Penalty: 5309.232422
	Iteration 13Q: 3 clusters Score -5669176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5669202.500000 Penalty: 5309.232422
	Iteration 14Q: 3 clusters Score -5669202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5669217.500000 Penalty: 5309.232422
	Iteration 15Q: 3 clusters Score -5669218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5669218.000000 Penalty: 5309.232422
	Iteration 16Q: 3 clusters Score -5669218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5669227.000000 Penalty: 5309.232422
	Iteration 17Q: 3 clusters Score -5669227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5669239.500000 Penalty: 5309.232422
	Iteration 18Q: 3 clusters Score -5669240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5669241.000000 Penalty: 5309.232422
	Iteration 19Q: 3 clusters Score -5669241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5669240.500000 Penalty: 5309.232422
	Iteration 20F: 3 clusters Score -5669240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5669234.500000 Penalty: 5309.232422
	Iteration 21Q: 3 clusters Score -5669234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5669239.000000 Penalty: 5309.232422
	Iteration 22Q: 3 clusters Score -5669239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5669239.000000 Penalty: 5309.232422
	Iteration 23Q: 3 clusters Score -5669239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5669236.500000 Penalty: 5309.232422
	Iteration 24Q: 3 clusters Score -5669236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5669240.500000 Penalty: 5309.232422
	Iteration 25Q: 3 clusters Score -5669240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5669240.500000 Penalty: 5309.232422
	Iteration 26Q: 3 clusters Score -5669240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5669242.500000 Penalty: 5309.232422
	Iteration 27Q: 3 clusters Score -5669242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5669242.500000 Penalty: 5309.232422
	Iteration 28F: 3 clusters Score -5669242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -999278.000000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -999278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -992823.062500 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -992823.1 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -994639.437500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -994639.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -995018.937500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -995018.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -995374.437500 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -995374.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -995754.375000 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -995754.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -996164.375000 Penalty: 4469.957520
	Iteration 5F: 3 clusters Score -996164.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -996606.750000 Penalty: 4469.957520
	Iteration 6F: 3 clusters Score -996606.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -997040.000000 Penalty: 4469.957520
	Iteration 7F: 3 clusters Score -997040 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -997335.250000 Penalty: 4469.957520
	Iteration 8F: 3 clusters Score -997335.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -997540.375000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -997540.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -997659.562500 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -997659.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -997731.375000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -997731.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -997777.187500 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -997777.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -997811.187500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -997811.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -997829.562500 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -997829.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -997849.375000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -997849.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -997859.000000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -997859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -997870.937500 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -997870.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -997881.750000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -997881.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -997886.812500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -997886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -997892.812500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -997892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -997896.875000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -997896.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -997901.437500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -997901.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -997900.875000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -997900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -997904.875000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -997904.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -997907.437500 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -997907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -997911.312500 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -997911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -997915.125000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -997915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -997916.937500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -997916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -997919.125000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -997919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -997921.937500 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -997921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -997922.812500 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -997922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -997926.875000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -997926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -997930.687500 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -997930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -997927.937500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -997927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -997928.062500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -997928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -997930.250000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -997930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -997932.437500 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -997932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -997934.812500 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -997934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -997936.125000 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -997936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -997936.562500 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -997936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -997937.625000 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -997937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -997939.875000 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -997939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -997939.687500 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -997939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -997939.625000 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -997939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -997940.437500 Penalty: 4469.957520
	Iteration 45Q: 3 clusters Score -997940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -997941.000000 Penalty: 4469.957520
	Iteration 46Q: 3 clusters Score -997941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -997941.500000 Penalty: 4469.957520
	Iteration 47Q: 3 clusters Score -997941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -997944.000000 Penalty: 4469.957520
	Iteration 48Q: 3 clusters Score -997944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -997944.125000 Penalty: 4469.957520
	Iteration 49Q: 3 clusters Score -997944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -997945.812500 Penalty: 4469.957520
	Iteration 50Q: 3 clusters Score -997945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -997944.000000 Penalty: 4469.957520
	Iteration 51Q: 3 clusters Score -997944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -997944.500000 Penalty: 4469.957520
	Iteration 52Q: 3 clusters Score -997944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -997948.375000 Penalty: 4469.957520
	Iteration 53Q: 3 clusters Score -997948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -997953.437500 Penalty: 4469.957520
	Iteration 54Q: 3 clusters Score -997953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -997952.687500 Penalty: 4469.957520
	Iteration 55Q: 3 clusters Score -997952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -997951.687500 Penalty: 4469.957520
	Iteration 56Q: 3 clusters Score -997951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -997956.750000 Penalty: 4469.957520
	Iteration 57Q: 3 clusters Score -997956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -997958.937500 Penalty: 4469.957520
	Iteration 58Q: 3 clusters Score -997958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -997960.250000 Penalty: 4469.957520
	Iteration 59Q: 3 clusters Score -997960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -997966.062500 Penalty: 4469.957520
	Iteration 60F: 3 clusters Score -997966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -997964.437500 Penalty: 4469.957520
	Iteration 61Q: 3 clusters Score -997964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -997969.000000 Penalty: 4469.957520
	Iteration 62Q: 3 clusters Score -997969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -997972.750000 Penalty: 4469.957520
	Iteration 63Q: 3 clusters Score -997972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -997973.750000 Penalty: 4469.957520
	Iteration 64Q: 3 clusters Score -997973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -997974.312500 Penalty: 4469.957520
	Iteration 65Q: 3 clusters Score -997974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -997974.687500 Penalty: 4469.957520
	Iteration 66Q: 3 clusters Score -997974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -997974.000000 Penalty: 4469.957520
	Iteration 67Q: 3 clusters Score -997974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -997978.437500 Penalty: 4469.957520
	Iteration 68Q: 3 clusters Score -997978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -997978.062500 Penalty: 4469.957520
	Iteration 69Q: 3 clusters Score -997978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -997977.750000 Penalty: 4469.957520
	Iteration 70Q: 3 clusters Score -997977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -997977.687500 Penalty: 4469.957520
	Iteration 71Q: 3 clusters Score -997977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -997978.062500 Penalty: 4469.957520
	Iteration 72Q: 3 clusters Score -997978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -997978.062500 Penalty: 4469.957520
	Iteration 73F: 3 clusters Score -997978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42288.917969 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42288.92 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42837.109375 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42837.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43201.765625 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -43201.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43431.656250 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -43431.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43675.382812 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -43675.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43795.226562 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -43795.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43882.605469 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -43882.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43954.273438 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -43954.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44103.101562 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -44103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44211.769531 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -44211.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44211.769531 Penalty: 3012.230225
	Iteration 10F: 3 clusters Score -44211.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 22780 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353094 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 62398 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 54634 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Mstep: Class 35 contains 175 members 
Entering Unmasked Estep 
Score: -104954512.000000 Penalty: 118401.421875
Splitting cluster 26 changes total score from -104955944.000000 to -104954512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 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 323 members 
Entering Unmasked Estep 
Score: -67306.562500 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67306.56 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67541.171875 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67541.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67647.859375 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67647.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67732.656250 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -67732.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67801.203125 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -67801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67929.109375 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -67929.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68065.273438 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68065.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68270.960938 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68270.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68450.929688 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68450.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68537.632812 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68537.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68647.898438 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68710.148438 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68710.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68717.398438 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68717.398438 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -68717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -1741888.750000 Penalty: 2367.839844
	Iteration 0F: 2 clusters Score -1741889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1731651.500000 Penalty: 4735.679688
	Iteration 0F: 3 clusters Score -1731652 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1734943.875000 Penalty: 4735.679688
	Iteration 1F: 3 clusters Score -1734944 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1735414.625000 Penalty: 4735.679688
	Iteration 2F: 3 clusters Score -1735415 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1735908.500000 Penalty: 4735.679688
	Iteration 3F: 3 clusters Score -1735908 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1736376.000000 Penalty: 4735.679688
	Iteration 4F: 3 clusters Score -1736376 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1736836.000000 Penalty: 4735.679688
	Iteration 5F: 3 clusters Score -1736836 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1737262.250000 Penalty: 4735.679688
	Iteration 6F: 3 clusters Score -1737262 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1737651.250000 Penalty: 4735.679688
	Iteration 7F: 3 clusters Score -1737651 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1738023.875000 Penalty: 4735.679688
	Iteration 8Q: 3 clusters Score -1738024 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1738349.500000 Penalty: 4735.679688
	Iteration 9Q: 3 clusters Score -1738350 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1738651.500000 Penalty: 4735.679688
	Iteration 10Q: 3 clusters Score -1738652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1738918.250000 Penalty: 4735.679688
	Iteration 11Q: 3 clusters Score -1738918 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1739153.625000 Penalty: 4735.679688
	Iteration 12Q: 3 clusters Score -1739154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1739372.750000 Penalty: 4735.679688
	Iteration 13Q: 3 clusters Score -1739373 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1739534.750000 Penalty: 4735.679688
	Iteration 14Q: 3 clusters Score -1739535 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1739670.750000 Penalty: 4735.679688
	Iteration 15Q: 3 clusters Score -1739671 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1739799.500000 Penalty: 4735.679688
	Iteration 16Q: 3 clusters Score -1739800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1739928.000000 Penalty: 4735.679688
	Iteration 17Q: 3 clusters Score -1739928 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1740061.125000 Penalty: 4735.679688
	Iteration 18Q: 3 clusters Score -1740061 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1740188.500000 Penalty: 4735.679688
	Iteration 19Q: 3 clusters Score -1740188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1740300.875000 Penalty: 4735.679688
	Iteration 20F: 3 clusters Score -1740301 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1740400.625000 Penalty: 4735.679688
	Iteration 21Q: 3 clusters Score -1740401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1740487.875000 Penalty: 4735.679688
	Iteration 22Q: 3 clusters Score -1740488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1740549.500000 Penalty: 4735.679688
	Iteration 23Q: 3 clusters Score -1740550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1740603.125000 Penalty: 4735.679688
	Iteration 24Q: 3 clusters Score -1740603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1740636.375000 Penalty: 4735.679688
	Iteration 25Q: 3 clusters Score -1740636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1740660.625000 Penalty: 4735.679688
	Iteration 26Q: 3 clusters Score -1740661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1740678.750000 Penalty: 4735.679688
	Iteration 27Q: 3 clusters Score -1740679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1740688.250000 Penalty: 4735.679688
	Iteration 28Q: 3 clusters Score -1740688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1740698.250000 Penalty: 4735.679688
	Iteration 29Q: 3 clusters Score -1740698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1740700.500000 Penalty: 4735.679688
	Iteration 30Q: 3 clusters Score -1740700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1740709.000000 Penalty: 4735.679688
	Iteration 31Q: 3 clusters Score -1740709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1740715.375000 Penalty: 4735.679688
	Iteration 32Q: 3 clusters Score -1740715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1740717.875000 Penalty: 4735.679688
	Iteration 33Q: 3 clusters Score -1740718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1740720.875000 Penalty: 4735.679688
	Iteration 34Q: 3 clusters Score -1740721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1740723.375000 Penalty: 4735.679688
	Iteration 35Q: 3 clusters Score -1740723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1740723.125000 Penalty: 4735.679688
	Iteration 36Q: 3 clusters Score -1740723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1740723.875000 Penalty: 4735.679688
	Iteration 37Q: 3 clusters Score -1740724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1740725.750000 Penalty: 4735.679688
	Iteration 38Q: 3 clusters Score -1740726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1740726.625000 Penalty: 4735.679688
	Iteration 39Q: 3 clusters Score -1740727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1740726.625000 Penalty: 4735.679688
	Iteration 40F: 3 clusters Score -1740727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -1038969.875000 Penalty: 2273.885498
	Iteration 0F: 2 clusters Score -1038970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1031617.125000 Penalty: 4547.770996
	Iteration 0F: 3 clusters Score -1031617 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1034049.937500 Penalty: 4547.770996
	Iteration 1F: 3 clusters Score -1034050 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1034747.312500 Penalty: 4547.770996
	Iteration 2F: 3 clusters Score -1034747 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1035443.500000 Penalty: 4547.770996
	Iteration 3F: 3 clusters Score -1035444 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1036289.687500 Penalty: 4547.770996
	Iteration 4F: 3 clusters Score -1036290 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1037126.250000 Penalty: 4547.770996
	Iteration 5F: 3 clusters Score -1037126 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1037749.562500 Penalty: 4547.770996
	Iteration 6F: 3 clusters Score -1037750 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1038088.562500 Penalty: 4547.770996
	Iteration 7F: 3 clusters Score -1038089 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1038296.125000 Penalty: 4547.770996
	Iteration 8Q: 3 clusters Score -1038296 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1038453.000000 Penalty: 4547.770996
	Iteration 9Q: 3 clusters Score -1038453 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1038557.062500 Penalty: 4547.770996
	Iteration 10Q: 3 clusters Score -1038557 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1038639.750000 Penalty: 4547.770996
	Iteration 11Q: 3 clusters Score -1038640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1038709.750000 Penalty: 4547.770996
	Iteration 12Q: 3 clusters Score -1038710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1038756.375000 Penalty: 4547.770996
	Iteration 13Q: 3 clusters Score -1038756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1038790.375000 Penalty: 4547.770996
	Iteration 14Q: 3 clusters Score -1038790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1038820.562500 Penalty: 4547.770996
	Iteration 15Q: 3 clusters Score -1038821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1038843.312500 Penalty: 4547.770996
	Iteration 16Q: 3 clusters Score -1038843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1038868.187500 Penalty: 4547.770996
	Iteration 17Q: 3 clusters Score -1038868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1038896.625000 Penalty: 4547.770996
	Iteration 18Q: 3 clusters Score -1038897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1038920.187500 Penalty: 4547.770996
	Iteration 19Q: 3 clusters Score -1038920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1038938.187500 Penalty: 4547.770996
	Iteration 20F: 3 clusters Score -1038938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1038960.375000 Penalty: 4547.770996
	Iteration 21Q: 3 clusters Score -1038960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1038982.187500 Penalty: 4547.770996
	Iteration 22Q: 3 clusters Score -1038982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1039001.187500 Penalty: 4547.770996
	Iteration 23Q: 3 clusters Score -1039001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1039014.312500 Penalty: 4547.770996
	Iteration 24Q: 3 clusters Score -1039014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1039022.625000 Penalty: 4547.770996
	Iteration 25Q: 3 clusters Score -1039023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1039027.375000 Penalty: 4547.770996
	Iteration 26Q: 3 clusters Score -1039027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1039033.062500 Penalty: 4547.770996
	Iteration 27Q: 3 clusters Score -1039033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1039035.937500 Penalty: 4547.770996
	Iteration 28Q: 3 clusters Score -1039036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1039039.375000 Penalty: 4547.770996
	Iteration 29Q: 3 clusters Score -1039039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1039036.000000 Penalty: 4547.770996
	Iteration 30Q: 3 clusters Score -1039036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1039041.125000 Penalty: 4547.770996
	Iteration 31Q: 3 clusters Score -1039041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1039040.750000 Penalty: 4547.770996
	Iteration 32Q: 3 clusters Score -1039041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1039042.250000 Penalty: 4547.770996
	Iteration 33Q: 3 clusters Score -1039042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1039043.437500 Penalty: 4547.770996
	Iteration 34Q: 3 clusters Score -1039043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1039043.687500 Penalty: 4547.770996
	Iteration 35Q: 3 clusters Score -1039044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1039044.875000 Penalty: 4547.770996
	Iteration 36Q: 3 clusters Score -1039045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1039045.937500 Penalty: 4547.770996
	Iteration 37Q: 3 clusters Score -1039046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1039047.187500 Penalty: 4547.770996
	Iteration 38Q: 3 clusters Score -1039047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1039045.250000 Penalty: 4547.770996
	Iteration 39Q: 3 clusters Score -1039045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1039047.562500 Penalty: 4547.770996
	Iteration 40F: 3 clusters Score -1039048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1039048.000000 Penalty: 4547.770996
	Iteration 41Q: 3 clusters Score -1039048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1039047.750000 Penalty: 4547.770996
	Iteration 42Q: 3 clusters Score -1039048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1039047.375000 Penalty: 4547.770996
	Iteration 43Q: 3 clusters Score -1039047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1039049.375000 Penalty: 4547.770996
	Iteration 44Q: 3 clusters Score -1039049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1039050.312500 Penalty: 4547.770996
	Iteration 45Q: 3 clusters Score -1039050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1039052.687500 Penalty: 4547.770996
	Iteration 46Q: 3 clusters Score -1039053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1039052.812500 Penalty: 4547.770996
	Iteration 47Q: 3 clusters Score -1039053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1039052.812500 Penalty: 4547.770996
	Iteration 48F: 3 clusters Score -1039053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 22780 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353094 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 62398 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 54634 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 7471 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Mstep: Class 35 contains 2123 members 
Entering Unmasked Estep 
Score: -104954680.000000 Penalty: 118401.421875
Splitting cluster 29 changes total score from -104955944.000000 to -104954680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -1085138.875000 Penalty: 2275.996094
	Iteration 0F: 2 clusters Score -1085139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1077651.500000 Penalty: 4551.992188
	Iteration 0F: 3 clusters Score -1077652 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1080049.500000 Penalty: 4551.992188
	Iteration 1F: 3 clusters Score -1080050 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1080487.625000 Penalty: 4551.992188
	Iteration 2F: 3 clusters Score -1080488 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1080871.500000 Penalty: 4551.992188
	Iteration 3F: 3 clusters Score -1080872 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1081217.625000 Penalty: 4551.992188
	Iteration 4F: 3 clusters Score -1081218 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1081492.125000 Penalty: 4551.992188
	Iteration 5Q: 3 clusters Score -1081492 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1081679.000000 Penalty: 4551.992188
	Iteration 6Q: 3 clusters Score -1081679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1081819.625000 Penalty: 4551.992188
	Iteration 7Q: 3 clusters Score -1081820 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1081924.125000 Penalty: 4551.992188
	Iteration 8Q: 3 clusters Score -1081924 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1082015.375000 Penalty: 4551.992188
	Iteration 9Q: 3 clusters Score -1082015 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1082080.875000 Penalty: 4551.992188
	Iteration 10Q: 3 clusters Score -1082081 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1082135.375000 Penalty: 4551.992188
	Iteration 11Q: 3 clusters Score -1082135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1082179.750000 Penalty: 4551.992188
	Iteration 12Q: 3 clusters Score -1082180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1082211.375000 Penalty: 4551.992188
	Iteration 13Q: 3 clusters Score -1082211 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1082246.875000 Penalty: 4551.992188
	Iteration 14Q: 3 clusters Score -1082247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1082275.125000 Penalty: 4551.992188
	Iteration 15Q: 3 clusters Score -1082275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1082299.000000 Penalty: 4551.992188
	Iteration 16Q: 3 clusters Score -1082299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1082318.250000 Penalty: 4551.992188
	Iteration 17Q: 3 clusters Score -1082318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1082337.250000 Penalty: 4551.992188
	Iteration 18Q: 3 clusters Score -1082337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1082358.375000 Penalty: 4551.992188
	Iteration 19Q: 3 clusters Score -1082358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1082379.250000 Penalty: 4551.992188
	Iteration 20F: 3 clusters Score -1082379 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1082401.375000 Penalty: 4551.992188
	Iteration 21Q: 3 clusters Score -1082401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1082423.125000 Penalty: 4551.992188
	Iteration 22Q: 3 clusters Score -1082423 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1082444.125000 Penalty: 4551.992188
	Iteration 23Q: 3 clusters Score -1082444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1082477.375000 Penalty: 4551.992188
	Iteration 24Q: 3 clusters Score -1082477 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1082520.250000 Penalty: 4551.992188
	Iteration 25Q: 3 clusters Score -1082520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1082566.500000 Penalty: 4551.992188
	Iteration 26Q: 3 clusters Score -1082566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1082621.125000 Penalty: 4551.992188
	Iteration 27Q: 3 clusters Score -1082621 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1082675.750000 Penalty: 4551.992188
	Iteration 28Q: 3 clusters Score -1082676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1082743.125000 Penalty: 4551.992188
	Iteration 29Q: 3 clusters Score -1082743 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1082816.000000 Penalty: 4551.992188
	Iteration 30Q: 3 clusters Score -1082816 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1082891.125000 Penalty: 4551.992188
	Iteration 31Q: 3 clusters Score -1082891 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1082974.750000 Penalty: 4551.992188
	Iteration 32Q: 3 clusters Score -1082975 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1083061.875000 Penalty: 4551.992188
	Iteration 33Q: 3 clusters Score -1083062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1083145.375000 Penalty: 4551.992188
	Iteration 34Q: 3 clusters Score -1083145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1083240.000000 Penalty: 4551.992188
	Iteration 35Q: 3 clusters Score -1083240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1083332.125000 Penalty: 4551.992188
	Iteration 36Q: 3 clusters Score -1083332 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1083428.375000 Penalty: 4551.992188
	Iteration 37Q: 3 clusters Score -1083428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1083514.250000 Penalty: 4551.992188
	Iteration 38Q: 3 clusters Score -1083514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1083582.375000 Penalty: 4551.992188
	Iteration 39Q: 3 clusters Score -1083582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1083632.625000 Penalty: 4551.992188
	Iteration 40F: 3 clusters Score -1083633 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1083674.875000 Penalty: 4551.992188
	Iteration 41Q: 3 clusters Score -1083675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1083710.125000 Penalty: 4551.992188
	Iteration 42Q: 3 clusters Score -1083710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1083740.750000 Penalty: 4551.992188
	Iteration 43Q: 3 clusters Score -1083741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1083776.875000 Penalty: 4551.992188
	Iteration 44Q: 3 clusters Score -1083777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1083803.125000 Penalty: 4551.992188
	Iteration 45Q: 3 clusters Score -1083803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1083825.375000 Penalty: 4551.992188
	Iteration 46Q: 3 clusters Score -1083825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1083847.125000 Penalty: 4551.992188
	Iteration 47Q: 3 clusters Score -1083847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1083865.250000 Penalty: 4551.992188
	Iteration 48Q: 3 clusters Score -1083865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1083880.000000 Penalty: 4551.992188
	Iteration 49Q: 3 clusters Score -1083880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1083887.875000 Penalty: 4551.992188
	Iteration 50Q: 3 clusters Score -1083888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1083895.000000 Penalty: 4551.992188
	Iteration 51Q: 3 clusters Score -1083895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1083901.250000 Penalty: 4551.992188
	Iteration 52Q: 3 clusters Score -1083901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1083906.500000 Penalty: 4551.992188
	Iteration 53Q: 3 clusters Score -1083906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1083915.375000 Penalty: 4551.992188
	Iteration 54Q: 3 clusters Score -1083915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1083922.125000 Penalty: 4551.992188
	Iteration 55Q: 3 clusters Score -1083922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1083926.250000 Penalty: 4551.992188
	Iteration 56Q: 3 clusters Score -1083926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1083929.625000 Penalty: 4551.992188
	Iteration 57Q: 3 clusters Score -1083930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1083933.250000 Penalty: 4551.992188
	Iteration 58Q: 3 clusters Score -1083933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1083935.750000 Penalty: 4551.992188
	Iteration 59Q: 3 clusters Score -1083936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1083939.000000 Penalty: 4551.992188
	Iteration 60F: 3 clusters Score -1083939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1083941.500000 Penalty: 4551.992188
	Iteration 61Q: 3 clusters Score -1083942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1083943.875000 Penalty: 4551.992188
	Iteration 62Q: 3 clusters Score -1083944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1083946.625000 Penalty: 4551.992188
	Iteration 63Q: 3 clusters Score -1083947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1083948.500000 Penalty: 4551.992188
	Iteration 64Q: 3 clusters Score -1083948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1083949.375000 Penalty: 4551.992188
	Iteration 65Q: 3 clusters Score -1083949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1083949.375000 Penalty: 4551.992188
	Iteration 66F: 3 clusters Score -1083949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -570553.625000 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -570553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -566169.375000 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -566169.4 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -567290.687500 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -567290.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -567611.062500 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -567611.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -568073.875000 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -568073.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -568816.750000 Penalty: 4201.793945
	Iteration 4F: 3 clusters Score -568816.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -569609.125000 Penalty: 4201.793945
	Iteration 5F: 3 clusters Score -569609.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -570147.875000 Penalty: 4201.793945
	Iteration 6F: 3 clusters Score -570147.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -570398.062500 Penalty: 4201.793945
	Iteration 7F: 3 clusters Score -570398.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -570517.437500 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -570517.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -570565.062500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -570565.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -570588.687500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -570588.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -570605.187500 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -570605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -570618.000000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -570618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -570627.812500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -570627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -570634.562500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -570634.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -570638.187500 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -570638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -570642.250000 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -570642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -570647.312500 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -570647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -570651.375000 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -570651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -570653.500000 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -570653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -570654.062500 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -570654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -570655.187500 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -570655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -570658.625000 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -570658.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -570661.125000 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -570661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -570660.937500 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -570660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -570661.000000 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -570661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -570661.812500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -570661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -570662.437500 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -570662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -570663.625000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -570663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -570663.812500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -570663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -570663.875000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -570663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -570664.000000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -570664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -570664.000000 Penalty: 4201.793945
	Iteration 32F: 3 clusters Score -570664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 22780 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353094 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 62398 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 54634 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 2085 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Mstep: Class 35 contains 2691 members 
Entering Unmasked Estep 
Score: -104954696.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104955944.000000 to -104954696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -530365.187500 Penalty: 2077.727051
	Iteration 0F: 2 clusters Score -530365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -526239.375000 Penalty: 4155.454102
	Iteration 0F: 3 clusters Score -526239.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -527258.250000 Penalty: 4155.454102
	Iteration 1F: 3 clusters Score -527258.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -527556.000000 Penalty: 4155.454102
	Iteration 2F: 3 clusters Score -527556 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -527822.875000 Penalty: 4155.454102
	Iteration 3F: 3 clusters Score -527822.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -528057.875000 Penalty: 4155.454102
	Iteration 4F: 3 clusters Score -528057.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -528253.312500 Penalty: 4155.454102
	Iteration 5Q: 3 clusters Score -528253.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -528437.812500 Penalty: 4155.454102
	Iteration 6Q: 3 clusters Score -528437.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -528576.000000 Penalty: 4155.454102
	Iteration 7Q: 3 clusters Score -528576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -528673.437500 Penalty: 4155.454102
	Iteration 8Q: 3 clusters Score -528673.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -528752.937500 Penalty: 4155.454102
	Iteration 9Q: 3 clusters Score -528752.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -528824.750000 Penalty: 4155.454102
	Iteration 10Q: 3 clusters Score -528824.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -528879.812500 Penalty: 4155.454102
	Iteration 11Q: 3 clusters Score -528879.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -528927.125000 Penalty: 4155.454102
	Iteration 12Q: 3 clusters Score -528927.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -528970.375000 Penalty: 4155.454102
	Iteration 13Q: 3 clusters Score -528970.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -528998.562500 Penalty: 4155.454102
	Iteration 14Q: 3 clusters Score -528998.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -529016.062500 Penalty: 4155.454102
	Iteration 15Q: 3 clusters Score -529016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -529031.250000 Penalty: 4155.454102
	Iteration 16Q: 3 clusters Score -529031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -529040.562500 Penalty: 4155.454102
	Iteration 17Q: 3 clusters Score -529040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -529047.625000 Penalty: 4155.454102
	Iteration 18Q: 3 clusters Score -529047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -529052.500000 Penalty: 4155.454102
	Iteration 19Q: 3 clusters Score -529052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -529055.687500 Penalty: 4155.454102
	Iteration 20F: 3 clusters Score -529055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -529058.875000 Penalty: 4155.454102
	Iteration 21Q: 3 clusters Score -529058.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -529064.312500 Penalty: 4155.454102
	Iteration 22Q: 3 clusters Score -529064.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -529070.375000 Penalty: 4155.454102
	Iteration 23Q: 3 clusters Score -529070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529075.062500 Penalty: 4155.454102
	Iteration 24Q: 3 clusters Score -529075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -529083.562500 Penalty: 4155.454102
	Iteration 25Q: 3 clusters Score -529083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -529089.687500 Penalty: 4155.454102
	Iteration 26Q: 3 clusters Score -529089.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -529091.187500 Penalty: 4155.454102
	Iteration 27Q: 3 clusters Score -529091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -529091.625000 Penalty: 4155.454102
	Iteration 28Q: 3 clusters Score -529091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -529092.625000 Penalty: 4155.454102
	Iteration 29Q: 3 clusters Score -529092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -529094.125000 Penalty: 4155.454102
	Iteration 30Q: 3 clusters Score -529094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529095.812500 Penalty: 4155.454102
	Iteration 31Q: 3 clusters Score -529095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -529096.187500 Penalty: 4155.454102
	Iteration 32Q: 3 clusters Score -529096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -529096.875000 Penalty: 4155.454102
	Iteration 33Q: 3 clusters Score -529096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529098.437500 Penalty: 4155.454102
	Iteration 34Q: 3 clusters Score -529098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529098.500000 Penalty: 4155.454102
	Iteration 35Q: 3 clusters Score -529098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529098.500000 Penalty: 4155.454102
	Iteration 36F: 3 clusters Score -529098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -37176.750000 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -37176.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35865.835938 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -35865.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35968.714844 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -35968.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36007.046875 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -36007.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36029.062500 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -36029.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36065.535156 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -36065.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36097.800781 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -36097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36107.363281 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -36107.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36111.949219 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -36111.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36117.339844 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -36117.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36117.339844 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -36117.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Entering Unmasked Estep 
Score: -2017958.625000 Penalty: 2390.262207
	Iteration 0F: 2 clusters Score -2017959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2006824.000000 Penalty: 4780.524414
	Iteration 0F: 3 clusters Score -2006824 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2010412.500000 Penalty: 4780.524414
	Iteration 1F: 3 clusters Score -2010412 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2010779.000000 Penalty: 4780.524414
	Iteration 2F: 3 clusters Score -2010779 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2011111.375000 Penalty: 4780.524414
	Iteration 3Q: 3 clusters Score -2011111 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2011402.375000 Penalty: 4780.524414
	Iteration 4Q: 3 clusters Score -2011402 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2011703.375000 Penalty: 4780.524414
	Iteration 5Q: 3 clusters Score -2011703 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2012015.375000 Penalty: 4780.524414
	Iteration 6Q: 3 clusters Score -2012015 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2012306.750000 Penalty: 4780.524414
	Iteration 7Q: 3 clusters Score -2012307 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2012610.750000 Penalty: 4780.524414
	Iteration 8Q: 3 clusters Score -2012611 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2012956.750000 Penalty: 4780.524414
	Iteration 9Q: 3 clusters Score -2012957 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2013398.750000 Penalty: 4780.524414
	Iteration 10Q: 3 clusters Score -2013399 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2013848.750000 Penalty: 4780.524414
	Iteration 11Q: 3 clusters Score -2013849 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2014305.500000 Penalty: 4780.524414
	Iteration 12Q: 3 clusters Score -2014306 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2014690.750000 Penalty: 4780.524414
	Iteration 13Q: 3 clusters Score -2014691 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2015007.250000 Penalty: 4780.524414
	Iteration 14Q: 3 clusters Score -2015007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2015264.250000 Penalty: 4780.524414
	Iteration 15Q: 3 clusters Score -2015264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2015502.750000 Penalty: 4780.524414
	Iteration 16Q: 3 clusters Score -2015503 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2015707.500000 Penalty: 4780.524414
	Iteration 17Q: 3 clusters Score -2015708 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2015902.125000 Penalty: 4780.524414
	Iteration 18Q: 3 clusters Score -2015902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2016051.125000 Penalty: 4780.524414
	Iteration 19Q: 3 clusters Score -2016051 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2016160.500000 Penalty: 4780.524414
	Iteration 20F: 3 clusters Score -2016160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2016253.750000 Penalty: 4780.524414
	Iteration 21Q: 3 clusters Score -2016254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2016331.000000 Penalty: 4780.524414
	Iteration 22Q: 3 clusters Score -2016331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2016385.500000 Penalty: 4780.524414
	Iteration 23Q: 3 clusters Score -2016386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2016423.375000 Penalty: 4780.524414
	Iteration 24Q: 3 clusters Score -2016423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2016439.250000 Penalty: 4780.524414
	Iteration 25Q: 3 clusters Score -2016439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2016458.375000 Penalty: 4780.524414
	Iteration 26Q: 3 clusters Score -2016458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2016467.500000 Penalty: 4780.524414
	Iteration 27Q: 3 clusters Score -2016468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2016466.000000 Penalty: 4780.524414
	Iteration 28Q: 3 clusters Score -2016466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2016473.625000 Penalty: 4780.524414
	Iteration 29Q: 3 clusters Score -2016474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2016471.875000 Penalty: 4780.524414
	Iteration 30Q: 3 clusters Score -2016472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2016477.125000 Penalty: 4780.524414
	Iteration 31Q: 3 clusters Score -2016477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2016476.625000 Penalty: 4780.524414
	Iteration 32Q: 3 clusters Score -2016477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2016478.625000 Penalty: 4780.524414
	Iteration 33Q: 3 clusters Score -2016479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2016480.500000 Penalty: 4780.524414
	Iteration 34Q: 3 clusters Score -2016480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2016480.375000 Penalty: 4780.524414
	Iteration 35Q: 3 clusters Score -2016480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2016484.875000 Penalty: 4780.524414
	Iteration 36Q: 3 clusters Score -2016485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2016487.875000 Penalty: 4780.524414
	Iteration 37Q: 3 clusters Score -2016488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2016488.000000 Penalty: 4780.524414
	Iteration 38Q: 3 clusters Score -2016488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2016486.875000 Penalty: 4780.524414
	Iteration 39Q: 3 clusters Score -2016487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2016489.625000 Penalty: 4780.524414
	Iteration 40F: 3 clusters Score -2016490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2016496.375000 Penalty: 4780.524414
	Iteration 41Q: 3 clusters Score -2016496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2016493.750000 Penalty: 4780.524414
	Iteration 42Q: 3 clusters Score -2016494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2016496.750000 Penalty: 4780.524414
	Iteration 43Q: 3 clusters Score -2016497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2016499.625000 Penalty: 4780.524414
	Iteration 44Q: 3 clusters Score -2016500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2016498.000000 Penalty: 4780.524414
	Iteration 45Q: 3 clusters Score -2016498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2016498.000000 Penalty: 4780.524414
	Iteration 46F: 3 clusters Score -2016498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56148 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 22780 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353094 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 62398 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 54634 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9676 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 159Q: 35 clusters Score -1.049558e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 56189 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14816 members 
Mstep: Class 9 contains 22781 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 353096 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 62403 members 
Mstep: Class 17 contains 13320 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 10169 members 
Mstep: Class 22 contains 54616 members 
Mstep: Class 23 contains 19136 members 
Mstep: Class 24 contains 44541 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14002 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9650 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955816.000000 Penalty: 115018.523438
Iteration 160F: 35 clusters Score -1.049558e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 56208 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22779 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 353116 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 62396 members 
Mstep: Class 17 contains 13330 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 14925 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 10183 members 
Mstep: Class 22 contains 54594 members 
Mstep: Class 23 contains 19151 members 
Mstep: Class 24 contains 44541 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13997 members 
Mstep: Class 29 contains 9592 members 
Mstep: Class 30 contains 9623 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 161Q: 35 clusters Score -1.049558e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 56242 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22778 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 353135 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 62393 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 6671 members 
Mstep: Class 19 contains 14925 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 10193 members 
Mstep: Class 22 contains 54561 members 
Mstep: Class 23 contains 19160 members 
Mstep: Class 24 contains 44547 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13983 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9598 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955736.000000 Penalty: 115018.523438
Iteration 162Q: 35 clusters Score -1.049557e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 56274 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22778 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 353147 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 62393 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 10213 members 
Mstep: Class 22 contains 54534 members 
Mstep: Class 23 contains 19162 members 
Mstep: Class 24 contains 44551 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13974 members 
Mstep: Class 29 contains 9598 members 
Mstep: Class 30 contains 9569 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955632.000000 Penalty: 115018.523438
Iteration 163Q: 35 clusters Score -1.049556e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 56307 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22776 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 353163 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 62397 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 10230 members 
Mstep: Class 22 contains 54506 members 
Mstep: Class 23 contains 19164 members 
Mstep: Class 24 contains 44553 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13966 members 
Mstep: Class 29 contains 9596 members 
Mstep: Class 30 contains 9539 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955696.000000 Penalty: 115018.523438
Iteration 164Q: 35 clusters Score -1.049557e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 56338 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 25763 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 353190 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 62394 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 10243 members 
Mstep: Class 22 contains 54473 members 
Mstep: Class 23 contains 19164 members 
Mstep: Class 24 contains 44557 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13959 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955864.000000 Penalty: 115018.523438
Iteration 165Q: 35 clusters Score -1.049559e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 56374 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22774 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 353213 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 62395 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 10261 members 
Mstep: Class 22 contains 54439 members 
Mstep: Class 23 contains 19168 members 
Mstep: Class 24 contains 44558 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 9596 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955744.000000 Penalty: 115018.523438
Iteration 166Q: 35 clusters Score -1.049557e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 56399 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22775 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 353228 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 62399 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 11969 members 
Mstep: Class 21 contains 10272 members 
Mstep: Class 22 contains 54413 members 
Mstep: Class 23 contains 19174 members 
Mstep: Class 24 contains 44559 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13945 members 
Mstep: Class 29 contains 9595 members 
Mstep: Class 30 contains 9452 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955880.000000 Penalty: 115018.523438
Iteration 167Q: 35 clusters Score -1.049559e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 56427 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 25756 members 
Mstep: Class 6 contains 25931 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 353244 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 62404 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 14921 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 10283 members 
Mstep: Class 22 contains 54392 members 
Mstep: Class 23 contains 19176 members 
Mstep: Class 24 contains 44560 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13934 members 
Mstep: Class 29 contains 9593 members 
Mstep: Class 30 contains 9438 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955880.000000 Penalty: 115018.523438
Iteration 168Q: 35 clusters Score -1.049559e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 56455 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22772 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 353264 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 62403 members 
Mstep: Class 17 contains 13486 members 
Mstep: Class 18 contains 6555 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 54373 members 
Mstep: Class 23 contains 19182 members 
Mstep: Class 24 contains 44563 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13929 members 
Mstep: Class 29 contains 9592 members 
Mstep: Class 30 contains 9427 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955880.000000 Penalty: 115018.523438
Iteration 169Q: 35 clusters Score -1.049559e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 56478 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 25752 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22769 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 353284 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 62400 members 
Mstep: Class 17 contains 13491 members 
Mstep: Class 18 contains 6531 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 10312 members 
Mstep: Class 22 contains 54355 members 
Mstep: Class 23 contains 19186 members 
Mstep: Class 24 contains 44564 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 9590 members 
Mstep: Class 30 contains 9425 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955840.000000 Penalty: 115018.523438
Iteration 170Q: 35 clusters Score -1.049558e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 56493 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 25928 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22770 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 353273 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 62407 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 6524 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 10322 members 
Mstep: Class 22 contains 54345 members 
Mstep: Class 23 contains 19191 members 
Mstep: Class 24 contains 44568 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 9590 members 
Mstep: Class 30 contains 9425 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955816.000000 Penalty: 115018.523438
Iteration 171Q: 35 clusters Score -1.049558e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 56521 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 25929 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22768 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 353270 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 62406 members 
Mstep: Class 17 contains 13504 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11977 members 
Mstep: Class 21 contains 10328 members 
Mstep: Class 22 contains 54330 members 
Mstep: Class 23 contains 19192 members 
Mstep: Class 24 contains 44570 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13908 members 
Mstep: Class 29 contains 9589 members 
Mstep: Class 30 contains 9421 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955752.000000 Penalty: 115018.523438
Iteration 172Q: 35 clusters Score -1.049558e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 56536 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 25929 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22767 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 353261 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 62410 members 
Mstep: Class 17 contains 13514 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 10332 members 
Mstep: Class 22 contains 54320 members 
Mstep: Class 23 contains 19192 members 
Mstep: Class 24 contains 44573 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13898 members 
Mstep: Class 29 contains 9590 members 
Mstep: Class 30 contains 9415 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955696.000000 Penalty: 115018.523438
Iteration 173Q: 35 clusters Score -1.049557e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 56547 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 25758 members 
Mstep: Class 6 contains 25932 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 14814 members 
Mstep: Class 9 contains 22767 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 1427 members 
Mstep: Class 14 contains 353261 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 62411 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 10345 members 
Mstep: Class 22 contains 54309 members 
Mstep: Class 23 contains 19192 members 
Mstep: Class 24 contains 44573 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13893 members 
Mstep: Class 29 contains 9589 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955752.000000 Penalty: 115018.523438
Iteration 174Q: 35 clusters Score -1.049558e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 56555 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 25757 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 14812 members 
Mstep: Class 9 contains 22763 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 14 contains 353255 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62417 members 
Mstep: Class 17 contains 13532 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 10359 members 
Mstep: Class 22 contains 54300 members 
Mstep: Class 23 contains 19196 members 
Mstep: Class 24 contains 44575 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13891 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 9413 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955800.000000 Penalty: 115018.523438
Iteration 175Q: 35 clusters Score -1.049558e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 56560 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 25757 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22762 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353256 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62425 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 10367 members 
Mstep: Class 22 contains 54290 members 
Mstep: Class 23 contains 19201 members 
Mstep: Class 24 contains 44577 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13886 members 
Mstep: Class 29 contains 9581 members 
Mstep: Class 30 contains 9414 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955872.000000 Penalty: 115018.523438
Iteration 176Q: 35 clusters Score -1.049559e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 56564 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22759 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353262 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62426 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 14909 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 10365 members 
Mstep: Class 22 contains 54279 members 
Mstep: Class 23 contains 19205 members 
Mstep: Class 24 contains 44579 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13885 members 
Mstep: Class 29 contains 9581 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955904.000000 Penalty: 115018.523438
Iteration 177Q: 35 clusters Score -1.049559e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 56570 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22757 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353256 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62430 members 
Mstep: Class 17 contains 13568 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 10368 members 
Mstep: Class 22 contains 54272 members 
Mstep: Class 23 contains 19208 members 
Mstep: Class 24 contains 44580 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13884 members 
Mstep: Class 29 contains 9579 members 
Mstep: Class 30 contains 9405 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 178Q: 35 clusters Score -1.049558e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 56579 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22752 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353259 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62437 members 
Mstep: Class 17 contains 13579 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 10361 members 
Mstep: Class 22 contains 54261 members 
Mstep: Class 23 contains 19212 members 
Mstep: Class 24 contains 44582 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13886 members 
Mstep: Class 29 contains 9576 members 
Mstep: Class 30 contains 9403 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955800.000000 Penalty: 115018.523438
Iteration 179Q: 35 clusters Score -1.049558e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 56581 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 25764 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22752 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353259 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62433 members 
Mstep: Class 17 contains 13591 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 10357 members 
Mstep: Class 22 contains 54250 members 
Mstep: Class 23 contains 19220 members 
Mstep: Class 24 contains 44585 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13887 members 
Mstep: Class 29 contains 9569 members 
Mstep: Class 30 contains 9401 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 4351 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 180F: 35 clusters Score -1.049558e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 56582 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 25767 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22751 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353256 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62435 members 
Mstep: Class 17 contains 13601 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 10362 members 
Mstep: Class 22 contains 54244 members 
Mstep: Class 23 contains 19225 members 
Mstep: Class 24 contains 44586 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13890 members 
Mstep: Class 29 contains 9568 members 
Mstep: Class 30 contains 9394 members 
Mstep: Class 31 contains 4772 members 
Mstep: Class 32 contains 4351 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955792.000000 Penalty: 115018.523438
Iteration 181Q: 35 clusters Score -1.049558e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 56583 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 25769 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22749 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353254 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62443 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 6391 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 10368 members 
Mstep: Class 22 contains 54234 members 
Mstep: Class 23 contains 19233 members 
Mstep: Class 24 contains 44586 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13891 members 
Mstep: Class 29 contains 9567 members 
Mstep: Class 30 contains 9393 members 
Mstep: Class 31 contains 4771 members 
Mstep: Class 32 contains 4353 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955760.000000 Penalty: 115018.523438
Iteration 182Q: 35 clusters Score -1.049558e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 56590 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4343 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22748 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353257 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62444 members 
Mstep: Class 17 contains 13620 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 10368 members 
Mstep: Class 22 contains 54228 members 
Mstep: Class 23 contains 19239 members 
Mstep: Class 24 contains 44584 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13887 members 
Mstep: Class 29 contains 9566 members 
Mstep: Class 30 contains 9387 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955792.000000 Penalty: 115018.523438
Iteration 183Q: 35 clusters Score -1.049558e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 56601 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22746 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353255 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62443 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 10373 members 
Mstep: Class 22 contains 54227 members 
Mstep: Class 23 contains 19245 members 
Mstep: Class 24 contains 44584 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13886 members 
Mstep: Class 29 contains 9564 members 
Mstep: Class 30 contains 9380 members 
Mstep: Class 31 contains 4768 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955832.000000 Penalty: 115018.523438
Iteration 184Q: 35 clusters Score -1.049558e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 56602 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 25933 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353259 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62445 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 54221 members 
Mstep: Class 23 contains 19252 members 
Mstep: Class 24 contains 44583 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13881 members 
Mstep: Class 29 contains 9563 members 
Mstep: Class 30 contains 9378 members 
Mstep: Class 31 contains 4765 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955808.000000 Penalty: 115018.523438
Iteration 185Q: 35 clusters Score -1.049558e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 56608 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22746 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353265 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 62449 members 
Mstep: Class 17 contains 13639 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 11971 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 54209 members 
Mstep: Class 23 contains 19255 members 
Mstep: Class 24 contains 44585 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13881 members 
Mstep: Class 29 contains 9563 members 
Mstep: Class 30 contains 9376 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955824.000000 Penalty: 115018.523438
Iteration 186Q: 35 clusters Score -1.049558e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 56613 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22744 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353265 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 62443 members 
Mstep: Class 17 contains 13646 members 
Mstep: Class 18 contains 6368 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 11965 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 54207 members 
Mstep: Class 23 contains 19260 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9562 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955848.000000 Penalty: 115018.523438
Iteration 187Q: 35 clusters Score -1.049558e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 56621 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22739 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353264 members 
Mstep: Class 15 contains 5659 members 
Mstep: Class 16 contains 62444 members 
Mstep: Class 17 contains 13649 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 11960 members 
Mstep: Class 21 contains 10387 members 
Mstep: Class 22 contains 54209 members 
Mstep: Class 23 contains 19266 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13880 members 
Mstep: Class 29 contains 9561 members 
Mstep: Class 30 contains 9367 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955872.000000 Penalty: 115018.523438
Iteration 188Q: 35 clusters Score -1.049559e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 56623 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22734 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353273 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 62441 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 11955 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 54200 members 
Mstep: Class 23 contains 19274 members 
Mstep: Class 24 contains 44590 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9561 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955816.000000 Penalty: 115018.523438
Iteration 189Q: 35 clusters Score -1.049558e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 56634 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22733 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353278 members 
Mstep: Class 15 contains 5657 members 
Mstep: Class 16 contains 62444 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 54192 members 
Mstep: Class 23 contains 19278 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 9561 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955792.000000 Penalty: 115018.523438
Iteration 190Q: 35 clusters Score -1.049558e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 56643 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4354 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353276 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 11942 members 
Mstep: Class 21 contains 10414 members 
Mstep: Class 22 contains 54188 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9559 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955816.000000 Penalty: 115018.523438
Iteration 191Q: 35 clusters Score -1.049558e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 56657 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 25772 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 22727 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353270 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 11940 members 
Mstep: Class 21 contains 10417 members 
Mstep: Class 22 contains 54189 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9556 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955816.000000 Penalty: 115018.523438
Iteration 192Q: 35 clusters Score -1.049558e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 56669 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 25773 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14812 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 353270 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 6328 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 11940 members 
Mstep: Class 21 contains 10428 members 
Mstep: Class 22 contains 54178 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9556 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955888.000000 Penalty: 115018.523438
Iteration 193Q: 35 clusters Score -1.049559e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 25777 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353277 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 62446 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 10441 members 
Mstep: Class 22 contains 54164 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 9558 members 
Mstep: Class 30 contains 9362 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955952.000000 Penalty: 115018.523438
Iteration 194Q: 35 clusters Score -1.04956e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 56696 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 25777 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353276 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 62445 members 
Mstep: Class 17 contains 13672 members 
Mstep: Class 18 contains 6309 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 10448 members 
Mstep: Class 22 contains 54161 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13877 members 
Mstep: Class 29 contains 9558 members 
Mstep: Class 30 contains 9357 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955848.000000 Penalty: 115018.523438
Iteration 195Q: 35 clusters Score -1.049558e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 56706 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 25777 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353280 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 10457 members 
Mstep: Class 22 contains 54154 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9558 members 
Mstep: Class 30 contains 9353 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955928.000000 Penalty: 115018.523438
Iteration 196Q: 35 clusters Score -1.049559e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 56709 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 25777 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353281 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 17 contains 13685 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 10466 members 
Mstep: Class 22 contains 54152 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9557 members 
Mstep: Class 30 contains 9349 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955920.000000 Penalty: 115018.523438
Iteration 197Q: 35 clusters Score -1.049559e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 56706 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353284 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62449 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 6291 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11951 members 
Mstep: Class 21 contains 10483 members 
Mstep: Class 22 contains 54141 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955944.000000 Penalty: 115018.523438
Iteration 198Q: 35 clusters Score -1.049559e+08 nChanged 63
Entering ConstructFrom: 
Score: -104955944.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -1814430.750000 Penalty: 2374.458008
	Iteration 0F: 2 clusters Score -1814431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1803939.750000 Penalty: 4748.916016
	Iteration 0F: 3 clusters Score -1803940 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1807299.250000 Penalty: 4748.916016
	Iteration 1F: 3 clusters Score -1807299 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1807819.125000 Penalty: 4748.916016
	Iteration 2F: 3 clusters Score -1807819 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1808373.000000 Penalty: 4748.916016
	Iteration 3F: 3 clusters Score -1808373 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1809051.625000 Penalty: 4748.916016
	Iteration 4F: 3 clusters Score -1809052 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1809851.875000 Penalty: 4748.916016
	Iteration 5F: 3 clusters Score -1809852 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1810630.125000 Penalty: 4748.916016
	Iteration 6F: 3 clusters Score -1810630 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1811333.375000 Penalty: 4748.916016
	Iteration 7F: 3 clusters Score -1811333 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1811940.625000 Penalty: 4748.916016
	Iteration 8F: 3 clusters Score -1811941 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1812437.125000 Penalty: 4748.916016
	Iteration 9Q: 3 clusters Score -1812437 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1812858.500000 Penalty: 4748.916016
	Iteration 10Q: 3 clusters Score -1812858 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1813268.875000 Penalty: 4748.916016
	Iteration 11Q: 3 clusters Score -1813269 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1813604.125000 Penalty: 4748.916016
	Iteration 12Q: 3 clusters Score -1813604 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1813747.125000 Penalty: 4748.916016
	Iteration 13Q: 3 clusters Score -1813747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1813810.000000 Penalty: 4748.916016
	Iteration 14Q: 3 clusters Score -1813810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1813832.375000 Penalty: 4748.916016
	Iteration 15Q: 3 clusters Score -1813832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1813850.500000 Penalty: 4748.916016
	Iteration 16Q: 3 clusters Score -1813850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1813860.875000 Penalty: 4748.916016
	Iteration 17Q: 3 clusters Score -1813861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1813867.125000 Penalty: 4748.916016
	Iteration 18Q: 3 clusters Score -1813867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1813865.250000 Penalty: 4748.916016
	Iteration 19Q: 3 clusters Score -1813865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1813863.875000 Penalty: 4748.916016
	Iteration 20F: 3 clusters Score -1813864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1813863.750000 Penalty: 4748.916016
	Iteration 21Q: 3 clusters Score -1813864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1813861.250000 Penalty: 4748.916016
	Iteration 22Q: 3 clusters Score -1813861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1813863.375000 Penalty: 4748.916016
	Iteration 23Q: 3 clusters Score -1813863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1813864.000000 Penalty: 4748.916016
	Iteration 24Q: 3 clusters Score -1813864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1813865.375000 Penalty: 4748.916016
	Iteration 25Q: 3 clusters Score -1813865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1813864.625000 Penalty: 4748.916016
	Iteration 26Q: 3 clusters Score -1813865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1813863.375000 Penalty: 4748.916016
	Iteration 27Q: 3 clusters Score -1813863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1813863.625000 Penalty: 4748.916016
	Iteration 28Q: 3 clusters Score -1813864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1813865.125000 Penalty: 4748.916016
	Iteration 29Q: 3 clusters Score -1813865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1813866.750000 Penalty: 4748.916016
	Iteration 30Q: 3 clusters Score -1813867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1813866.125000 Penalty: 4748.916016
	Iteration 31Q: 3 clusters Score -1813866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1813866.625000 Penalty: 4748.916016
	Iteration 32Q: 3 clusters Score -1813867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1813867.625000 Penalty: 4748.916016
	Iteration 33Q: 3 clusters Score -1813868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1813866.500000 Penalty: 4748.916016
	Iteration 34Q: 3 clusters Score -1813866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1813866.500000 Penalty: 4748.916016
	Iteration 35F: 3 clusters Score -1813866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Entering Unmasked Estep 
Score: -6764246.000000 Penalty: 2714.539551
	Iteration 0F: 2 clusters Score -6764246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6725878.500000 Penalty: 5429.079102
	Iteration 0F: 3 clusters Score -6725878 nChanged 26480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6741171.000000 Penalty: 5429.079102
	Iteration 1F: 3 clusters Score -6741171 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6741957.000000 Penalty: 5429.079102
	Iteration 2Q: 3 clusters Score -6741957 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -6742863.000000 Penalty: 5429.079102
	Iteration 3Q: 3 clusters Score -6742863 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6743949.500000 Penalty: 5429.079102
	Iteration 4Q: 3 clusters Score -6743950 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6745316.500000 Penalty: 5429.079102
	Iteration 5Q: 3 clusters Score -6745316 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -6747232.500000 Penalty: 5429.079102
	Iteration 6F: 3 clusters Score -6747232 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -6749522.500000 Penalty: 5429.079102
	Iteration 7F: 3 clusters Score -6749522 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -6752134.000000 Penalty: 5429.079102
	Iteration 8F: 3 clusters Score -6752134 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6754597.500000 Penalty: 5429.079102
	Iteration 9F: 3 clusters Score -6754598 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -6756589.000000 Penalty: 5429.079102
	Iteration 10Q: 3 clusters Score -6756589 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -6758113.000000 Penalty: 5429.079102
	Iteration 11Q: 3 clusters Score -6758113 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6759194.500000 Penalty: 5429.079102
	Iteration 12Q: 3 clusters Score -6759194 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6759991.000000 Penalty: 5429.079102
	Iteration 13Q: 3 clusters Score -6759991 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6760526.000000 Penalty: 5429.079102
	Iteration 14Q: 3 clusters Score -6760526 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6760920.500000 Penalty: 5429.079102
	Iteration 15Q: 3 clusters Score -6760920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6761196.000000 Penalty: 5429.079102
	Iteration 16Q: 3 clusters Score -6761196 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6761394.000000 Penalty: 5429.079102
	Iteration 17Q: 3 clusters Score -6761394 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6761543.500000 Penalty: 5429.079102
	Iteration 18Q: 3 clusters Score -6761544 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6761639.000000 Penalty: 5429.079102
	Iteration 19Q: 3 clusters Score -6761639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6761684.500000 Penalty: 5429.079102
	Iteration 20F: 3 clusters Score -6761684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6761743.500000 Penalty: 5429.079102
	Iteration 21Q: 3 clusters Score -6761744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6761776.500000 Penalty: 5429.079102
	Iteration 22Q: 3 clusters Score -6761776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6761815.000000 Penalty: 5429.079102
	Iteration 23Q: 3 clusters Score -6761815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6761833.000000 Penalty: 5429.079102
	Iteration 24Q: 3 clusters Score -6761833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6761850.000000 Penalty: 5429.079102
	Iteration 25Q: 3 clusters Score -6761850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6761867.000000 Penalty: 5429.079102
	Iteration 26Q: 3 clusters Score -6761867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6761896.000000 Penalty: 5429.079102
	Iteration 27Q: 3 clusters Score -6761896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6761899.500000 Penalty: 5429.079102
	Iteration 28Q: 3 clusters Score -6761900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6761906.000000 Penalty: 5429.079102
	Iteration 29Q: 3 clusters Score -6761906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6761919.500000 Penalty: 5429.079102
	Iteration 30Q: 3 clusters Score -6761920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6761920.000000 Penalty: 5429.079102
	Iteration 31Q: 3 clusters Score -6761920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6761930.000000 Penalty: 5429.079102
	Iteration 32Q: 3 clusters Score -6761930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6761943.000000 Penalty: 5429.079102
	Iteration 33Q: 3 clusters Score -6761943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6761955.000000 Penalty: 5429.079102
	Iteration 34Q: 3 clusters Score -6761955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6761960.000000 Penalty: 5429.079102
	Iteration 35Q: 3 clusters Score -6761960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6761967.000000 Penalty: 5429.079102
	Iteration 36Q: 3 clusters Score -6761967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6761973.000000 Penalty: 5429.079102
	Iteration 37Q: 3 clusters Score -6761973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6761988.500000 Penalty: 5429.079102
	Iteration 38Q: 3 clusters Score -6761988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6761996.000000 Penalty: 5429.079102
	Iteration 39Q: 3 clusters Score -6761996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6761998.000000 Penalty: 5429.079102
	Iteration 40F: 3 clusters Score -6761998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -366501.406250 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -366501.4 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 1482 members 
Entering Unmasked Estep 
Score: -363281.656250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -363281.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -363916.656250 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -363916.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -364084.687500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -364084.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -364175.406250 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -364175.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364244.562500 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -364244.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -364291.906250 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -364291.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -364326.937500 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -364326.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -364354.593750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -364354.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -364375.656250 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -364375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -364395.812500 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -364395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -364414.218750 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -364414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -364429.250000 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -364429.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -364440.125000 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -364440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -364450.375000 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -364450.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -364466.687500 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -364466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -364477.531250 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -364477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -364489.656250 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -364489.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -364498.406250 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -364498.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -364508.343750 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -364508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -364516.125000 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -364516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -364526.937500 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -364526.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -364543.781250 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -364543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -364560.875000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -364560.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -364573.468750 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -364573.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -364582.625000 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -364582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -364588.843750 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -364588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -364593.343750 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -364593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -364598.437500 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -364598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -364602.500000 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -364602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -364606.125000 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -364606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -364607.625000 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -364607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -364607.625000 Penalty: 3956.050537
	Iteration 31F: 3 clusters Score -364607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -511650.937500 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -511650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -507719.906250 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -507719.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -508530.781250 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -508530.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -508698.250000 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -508698.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -508802.187500 Penalty: 4115.581543
	Iteration 3Q: 3 clusters Score -508802.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -508877.906250 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -508877.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -508935.531250 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -508935.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -508977.500000 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -508977.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -509003.843750 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -509003.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -509030.718750 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -509030.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -509058.812500 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -509058.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -509084.437500 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -509084.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -509106.062500 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -509106.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -509129.437500 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -509129.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -509146.000000 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -509146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -509165.000000 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -509165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -509182.937500 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -509182.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -509194.281250 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -509194.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -509210.968750 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -509211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -509227.062500 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -509227.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -509245.187500 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -509245.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -509260.406250 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -509260.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -509276.281250 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -509276.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -509287.125000 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -509287.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -509297.031250 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -509297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -509304.937500 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -509304.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -509313.750000 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -509313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -509321.562500 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -509321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -509329.468750 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -509329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -509339.375000 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -509339.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -509349.093750 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -509349.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -509360.093750 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -509360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -509371.500000 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -509371.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -509381.281250 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -509381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -509388.906250 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -509388.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -509397.281250 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -509397.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -509403.187500 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -509403.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -509413.343750 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -509413.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -509420.218750 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -509420.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -509431.406250 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -509431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -509438.437500 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -509438.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -509450.312500 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -509450.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -509464.312500 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -509464.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -509477.125000 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -509477.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -509486.187500 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -509486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -509495.781250 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -509495.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -509499.093750 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -509499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -509503.500000 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -509503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -509506.000000 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -509506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -509510.750000 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -509510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -509515.250000 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -509515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -509521.781250 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -509521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -509529.000000 Penalty: 4115.581543
	Iteration 51Q: 3 clusters Score -509529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -509534.031250 Penalty: 4115.581543
	Iteration 52Q: 3 clusters Score -509534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -509539.718750 Penalty: 4115.581543
	Iteration 53Q: 3 clusters Score -509539.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -509546.156250 Penalty: 4115.581543
	Iteration 54Q: 3 clusters Score -509546.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -509552.281250 Penalty: 4115.581543
	Iteration 55Q: 3 clusters Score -509552.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -509557.468750 Penalty: 4115.581543
	Iteration 56Q: 3 clusters Score -509557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -509560.468750 Penalty: 4115.581543
	Iteration 57Q: 3 clusters Score -509560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -509565.906250 Penalty: 4115.581543
	Iteration 58Q: 3 clusters Score -509565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -509571.718750 Penalty: 4115.581543
	Iteration 59Q: 3 clusters Score -509571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -509575.718750 Penalty: 4115.581543
	Iteration 60F: 3 clusters Score -509575.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -509582.687500 Penalty: 4115.581543
	Iteration 61Q: 3 clusters Score -509582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -509585.812500 Penalty: 4115.581543
	Iteration 62Q: 3 clusters Score -509585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -509590.500000 Penalty: 4115.581543
	Iteration 63Q: 3 clusters Score -509590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -509596.937500 Penalty: 4115.581543
	Iteration 64Q: 3 clusters Score -509596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -509608.593750 Penalty: 4115.581543
	Iteration 65Q: 3 clusters Score -509608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -509617.593750 Penalty: 4115.581543
	Iteration 66Q: 3 clusters Score -509617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -509631.406250 Penalty: 4115.581543
	Iteration 67Q: 3 clusters Score -509631.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -509649.093750 Penalty: 4115.581543
	Iteration 68Q: 3 clusters Score -509649.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -509668.437500 Penalty: 4115.581543
	Iteration 69Q: 3 clusters Score -509668.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -509685.687500 Penalty: 4115.581543
	Iteration 70Q: 3 clusters Score -509685.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -509703.750000 Penalty: 4115.581543
	Iteration 71Q: 3 clusters Score -509703.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -509718.500000 Penalty: 4115.581543
	Iteration 72Q: 3 clusters Score -509718.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -509729.687500 Penalty: 4115.581543
	Iteration 73Q: 3 clusters Score -509729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -509743.000000 Penalty: 4115.581543
	Iteration 74Q: 3 clusters Score -509743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -509758.968750 Penalty: 4115.581543
	Iteration 75Q: 3 clusters Score -509759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -509772.312500 Penalty: 4115.581543
	Iteration 76Q: 3 clusters Score -509772.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -509780.156250 Penalty: 4115.581543
	Iteration 77Q: 3 clusters Score -509780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -509785.000000 Penalty: 4115.581543
	Iteration 78Q: 3 clusters Score -509785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -509791.406250 Penalty: 4115.581543
	Iteration 79Q: 3 clusters Score -509791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -509795.343750 Penalty: 4115.581543
	Iteration 80F: 3 clusters Score -509795.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -509801.656250 Penalty: 4115.581543
	Iteration 81Q: 3 clusters Score -509801.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -509808.593750 Penalty: 4115.581543
	Iteration 82Q: 3 clusters Score -509808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -509810.562500 Penalty: 4115.581543
	Iteration 83Q: 3 clusters Score -509810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -509811.531250 Penalty: 4115.581543
	Iteration 84Q: 3 clusters Score -509811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -509811.531250 Penalty: 4115.581543
	Iteration 85F: 3 clusters Score -509811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Entering Unmasked Estep 
Score: -3404180.750000 Penalty: 2519.014160
	Iteration 0F: 2 clusters Score -3404181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3386421.500000 Penalty: 5038.028320
	Iteration 0F: 3 clusters Score -3386422 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3392417.750000 Penalty: 5038.028320
	Iteration 1F: 3 clusters Score -3392418 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3392865.750000 Penalty: 5038.028320
	Iteration 2F: 3 clusters Score -3392866 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3393310.250000 Penalty: 5038.028320
	Iteration 3Q: 3 clusters Score -3393310 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3393801.000000 Penalty: 5038.028320
	Iteration 4Q: 3 clusters Score -3393801 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3394353.000000 Penalty: 5038.028320
	Iteration 5Q: 3 clusters Score -3394353 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3395064.000000 Penalty: 5038.028320
	Iteration 6F: 3 clusters Score -3395064 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3395951.750000 Penalty: 5038.028320
	Iteration 7F: 3 clusters Score -3395952 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3397083.750000 Penalty: 5038.028320
	Iteration 8F: 3 clusters Score -3397084 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3398266.500000 Penalty: 5038.028320
	Iteration 9F: 3 clusters Score -3398266 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3399395.750000 Penalty: 5038.028320
	Iteration 10F: 3 clusters Score -3399396 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3400371.000000 Penalty: 5038.028320
	Iteration 11Q: 3 clusters Score -3400371 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3401054.250000 Penalty: 5038.028320
	Iteration 12Q: 3 clusters Score -3401054 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3401469.000000 Penalty: 5038.028320
	Iteration 13Q: 3 clusters Score -3401469 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3401683.750000 Penalty: 5038.028320
	Iteration 14Q: 3 clusters Score -3401684 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3401811.750000 Penalty: 5038.028320
	Iteration 15Q: 3 clusters Score -3401812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3401915.000000 Penalty: 5038.028320
	Iteration 16Q: 3 clusters Score -3401915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3401966.750000 Penalty: 5038.028320
	Iteration 17Q: 3 clusters Score -3401967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3401987.500000 Penalty: 5038.028320
	Iteration 18Q: 3 clusters Score -3401988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3402003.250000 Penalty: 5038.028320
	Iteration 19Q: 3 clusters Score -3402003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3402014.000000 Penalty: 5038.028320
	Iteration 20F: 3 clusters Score -3402014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3402014.750000 Penalty: 5038.028320
	Iteration 21Q: 3 clusters Score -3402015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3402017.500000 Penalty: 5038.028320
	Iteration 22Q: 3 clusters Score -3402018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3402021.000000 Penalty: 5038.028320
	Iteration 23Q: 3 clusters Score -3402021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3402026.500000 Penalty: 5038.028320
	Iteration 24Q: 3 clusters Score -3402026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3402030.250000 Penalty: 5038.028320
	Iteration 25Q: 3 clusters Score -3402030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3402034.500000 Penalty: 5038.028320
	Iteration 26Q: 3 clusters Score -3402034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3402034.500000 Penalty: 5038.028320
	Iteration 27F: 3 clusters Score -3402034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Entering Unmasked Estep 
Score: -3429204.000000 Penalty: 2520.529541
	Iteration 0F: 2 clusters Score -3429204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3411243.750000 Penalty: 5041.059082
	Iteration 0F: 3 clusters Score -3411244 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3417448.250000 Penalty: 5041.059082
	Iteration 1F: 3 clusters Score -3417448 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3417785.250000 Penalty: 5041.059082
	Iteration 2Q: 3 clusters Score -3417785 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3418030.500000 Penalty: 5041.059082
	Iteration 3Q: 3 clusters Score -3418030 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3418249.500000 Penalty: 5041.059082
	Iteration 4Q: 3 clusters Score -3418250 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3418426.250000 Penalty: 5041.059082
	Iteration 5Q: 3 clusters Score -3418426 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3418584.250000 Penalty: 5041.059082
	Iteration 6Q: 3 clusters Score -3418584 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3418736.750000 Penalty: 5041.059082
	Iteration 7Q: 3 clusters Score -3418737 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3418892.500000 Penalty: 5041.059082
	Iteration 8Q: 3 clusters Score -3418892 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3419075.750000 Penalty: 5041.059082
	Iteration 9Q: 3 clusters Score -3419076 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3419240.000000 Penalty: 5041.059082
	Iteration 10Q: 3 clusters Score -3419240 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3419463.750000 Penalty: 5041.059082
	Iteration 11Q: 3 clusters Score -3419464 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3419714.000000 Penalty: 5041.059082
	Iteration 12Q: 3 clusters Score -3419714 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3420033.000000 Penalty: 5041.059082
	Iteration 13Q: 3 clusters Score -3420033 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3420408.000000 Penalty: 5041.059082
	Iteration 14Q: 3 clusters Score -3420408 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3420954.500000 Penalty: 5041.059082
	Iteration 15Q: 3 clusters Score -3420954 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3421576.000000 Penalty: 5041.059082
	Iteration 16Q: 3 clusters Score -3421576 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3422269.250000 Penalty: 5041.059082
	Iteration 17Q: 3 clusters Score -3422269 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3422982.000000 Penalty: 5041.059082
	Iteration 18Q: 3 clusters Score -3422982 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3423633.750000 Penalty: 5041.059082
	Iteration 19Q: 3 clusters Score -3423634 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3424248.500000 Penalty: 5041.059082
	Iteration 20F: 3 clusters Score -3424248 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3424731.250000 Penalty: 5041.059082
	Iteration 21Q: 3 clusters Score -3424731 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3425142.000000 Penalty: 5041.059082
	Iteration 22Q: 3 clusters Score -3425142 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3425496.000000 Penalty: 5041.059082
	Iteration 23Q: 3 clusters Score -3425496 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3425783.250000 Penalty: 5041.059082
	Iteration 24Q: 3 clusters Score -3425783 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3426016.750000 Penalty: 5041.059082
	Iteration 25Q: 3 clusters Score -3426017 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3426206.250000 Penalty: 5041.059082
	Iteration 26Q: 3 clusters Score -3426206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3426362.500000 Penalty: 5041.059082
	Iteration 27Q: 3 clusters Score -3426362 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3426514.500000 Penalty: 5041.059082
	Iteration 28Q: 3 clusters Score -3426514 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3426650.750000 Penalty: 5041.059082
	Iteration 29Q: 3 clusters Score -3426651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3426753.250000 Penalty: 5041.059082
	Iteration 30Q: 3 clusters Score -3426753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3426818.000000 Penalty: 5041.059082
	Iteration 31Q: 3 clusters Score -3426818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3426872.250000 Penalty: 5041.059082
	Iteration 32Q: 3 clusters Score -3426872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3426923.250000 Penalty: 5041.059082
	Iteration 33Q: 3 clusters Score -3426923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3426958.750000 Penalty: 5041.059082
	Iteration 34Q: 3 clusters Score -3426959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3426988.750000 Penalty: 5041.059082
	Iteration 35Q: 3 clusters Score -3426989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3427013.750000 Penalty: 5041.059082
	Iteration 36Q: 3 clusters Score -3427014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3427032.500000 Penalty: 5041.059082
	Iteration 37Q: 3 clusters Score -3427032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3427054.000000 Penalty: 5041.059082
	Iteration 38Q: 3 clusters Score -3427054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3427060.250000 Penalty: 5041.059082
	Iteration 39Q: 3 clusters Score -3427060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3427062.500000 Penalty: 5041.059082
	Iteration 40F: 3 clusters Score -3427062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3427062.750000 Penalty: 5041.059082
	Iteration 41Q: 3 clusters Score -3427063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3427062.750000 Penalty: 5041.059082
	Iteration 42F: 3 clusters Score -3427063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -541893.375000 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -541893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -537763.375000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -537763.4 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -538783.937500 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -538783.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -539115.750000 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -539115.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -539388.625000 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -539388.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -539621.562500 Penalty: 4156.023438
	Iteration 4F: 3 clusters Score -539621.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -539808.000000 Penalty: 4156.023438
	Iteration 5F: 3 clusters Score -539808 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -539974.625000 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -539974.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -540120.937500 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -540120.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -540237.937500 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -540237.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -540329.500000 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -540329.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -540406.250000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -540406.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -540460.375000 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -540460.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -540501.937500 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -540501.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -540521.875000 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -540521.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -540539.937500 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -540539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -540551.062500 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -540551.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -540561.375000 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -540561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -540570.000000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -540570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -540580.562500 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -540580.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -540588.062500 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -540588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -540592.125000 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -540592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -540594.375000 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -540594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -540597.812500 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -540597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -540601.062500 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -540601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -540603.125000 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -540603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -540604.437500 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -540604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -540604.187500 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -540604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -540604.937500 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -540604.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -540604.937500 Penalty: 4156.023438
	Iteration 28F: 3 clusters Score -540604.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1798293.750000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1798294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1787601.000000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1787601 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1790957.875000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1790958 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1791339.125000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1791339 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1791645.500000 Penalty: 4763.150391
	Iteration 3Q: 3 clusters Score -1791646 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1791944.500000 Penalty: 4763.150391
	Iteration 4Q: 3 clusters Score -1791944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1792284.125000 Penalty: 4763.150391
	Iteration 5Q: 3 clusters Score -1792284 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1792625.750000 Penalty: 4763.150391
	Iteration 6Q: 3 clusters Score -1792626 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1793026.250000 Penalty: 4763.150391
	Iteration 7Q: 3 clusters Score -1793026 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1793502.250000 Penalty: 4763.150391
	Iteration 8F: 3 clusters Score -1793502 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1793982.750000 Penalty: 4763.150391
	Iteration 9F: 3 clusters Score -1793983 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1794397.875000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1794398 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1794729.750000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1794730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1794978.125000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1794978 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1795156.625000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1795157 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1795274.750000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1795275 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1795349.375000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1795349 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1795436.875000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1795437 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1795520.375000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1795520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1795602.750000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1795603 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1795701.375000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1795701 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1795831.500000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1795832 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1795979.750000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1795980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1796156.750000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1796157 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1796327.875000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1796328 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1796501.250000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1796501 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1796616.500000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1796616 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1796689.125000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1796689 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1796721.625000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1796722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1796740.750000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1796741 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1796764.625000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1796765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1796770.125000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1796770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1796781.500000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1796782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1796779.125000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1796779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1796785.250000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1796785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1796794.375000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1796794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1796795.500000 Penalty: 4763.150391
	Iteration 35Q: 3 clusters Score -1796796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1796803.000000 Penalty: 4763.150391
	Iteration 36Q: 3 clusters Score -1796803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1796803.250000 Penalty: 4763.150391
	Iteration 37Q: 3 clusters Score -1796803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1796806.250000 Penalty: 4763.150391
	Iteration 38Q: 3 clusters Score -1796806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1796809.250000 Penalty: 4763.150391
	Iteration 39Q: 3 clusters Score -1796809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1796807.750000 Penalty: 4763.150391
	Iteration 40F: 3 clusters Score -1796808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1796815.500000 Penalty: 4763.150391
	Iteration 41Q: 3 clusters Score -1796816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1796822.250000 Penalty: 4763.150391
	Iteration 42Q: 3 clusters Score -1796822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1796820.875000 Penalty: 4763.150391
	Iteration 43Q: 3 clusters Score -1796821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1796821.250000 Penalty: 4763.150391
	Iteration 44Q: 3 clusters Score -1796821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1796823.500000 Penalty: 4763.150391
	Iteration 45Q: 3 clusters Score -1796824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1796821.875000 Penalty: 4763.150391
	Iteration 46Q: 3 clusters Score -1796822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1796821.625000 Penalty: 4763.150391
	Iteration 47Q: 3 clusters Score -1796822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1796825.500000 Penalty: 4763.150391
	Iteration 48Q: 3 clusters Score -1796826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1796828.000000 Penalty: 4763.150391
	Iteration 49Q: 3 clusters Score -1796828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1796834.125000 Penalty: 4763.150391
	Iteration 50Q: 3 clusters Score -1796834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1796830.625000 Penalty: 4763.150391
	Iteration 51Q: 3 clusters Score -1796831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1796832.625000 Penalty: 4763.150391
	Iteration 52Q: 3 clusters Score -1796833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1796833.125000 Penalty: 4763.150391
	Iteration 53Q: 3 clusters Score -1796833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1796832.000000 Penalty: 4763.150391
	Iteration 54Q: 3 clusters Score -1796832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1796834.500000 Penalty: 4763.150391
	Iteration 55Q: 3 clusters Score -1796834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1796839.875000 Penalty: 4763.150391
	Iteration 56Q: 3 clusters Score -1796840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1796843.375000 Penalty: 4763.150391
	Iteration 57Q: 3 clusters Score -1796843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1796843.750000 Penalty: 4763.150391
	Iteration 58Q: 3 clusters Score -1796844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1796843.625000 Penalty: 4763.150391
	Iteration 59Q: 3 clusters Score -1796844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1796844.750000 Penalty: 4763.150391
	Iteration 60F: 3 clusters Score -1796845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1796843.750000 Penalty: 4763.150391
	Iteration 61Q: 3 clusters Score -1796844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1796846.375000 Penalty: 4763.150391
	Iteration 62Q: 3 clusters Score -1796846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1796854.000000 Penalty: 4763.150391
	Iteration 63Q: 3 clusters Score -1796854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1796853.375000 Penalty: 4763.150391
	Iteration 64Q: 3 clusters Score -1796853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1796852.750000 Penalty: 4763.150391
	Iteration 65Q: 3 clusters Score -1796853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1796854.375000 Penalty: 4763.150391
	Iteration 66Q: 3 clusters Score -1796854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1796855.625000 Penalty: 4763.150391
	Iteration 67Q: 3 clusters Score -1796856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1796854.500000 Penalty: 4763.150391
	Iteration 68Q: 3 clusters Score -1796854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1796855.250000 Penalty: 4763.150391
	Iteration 69Q: 3 clusters Score -1796855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1796857.625000 Penalty: 4763.150391
	Iteration 70Q: 3 clusters Score -1796858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1796858.625000 Penalty: 4763.150391
	Iteration 71Q: 3 clusters Score -1796859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1796858.625000 Penalty: 4763.150391
	Iteration 72Q: 3 clusters Score -1796859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1796860.250000 Penalty: 4763.150391
	Iteration 73Q: 3 clusters Score -1796860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1796862.000000 Penalty: 4763.150391
	Iteration 74Q: 3 clusters Score -1796862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1796862.250000 Penalty: 4763.150391
	Iteration 75Q: 3 clusters Score -1796862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1796858.250000 Penalty: 4763.150391
	Iteration 76Q: 3 clusters Score -1796858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1796857.500000 Penalty: 4763.150391
	Iteration 77Q: 3 clusters Score -1796858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1796862.000000 Penalty: 4763.150391
	Iteration 78Q: 3 clusters Score -1796862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1796859.750000 Penalty: 4763.150391
	Iteration 79Q: 3 clusters Score -1796860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1796863.750000 Penalty: 4763.150391
	Iteration 80F: 3 clusters Score -1796864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1796863.125000 Penalty: 4763.150391
	Iteration 81Q: 3 clusters Score -1796863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1796862.125000 Penalty: 4763.150391
	Iteration 82Q: 3 clusters Score -1796862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1796861.000000 Penalty: 4763.150391
	Iteration 83Q: 3 clusters Score -1796861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1796860.625000 Penalty: 4763.150391
	Iteration 84Q: 3 clusters Score -1796861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1796860.625000 Penalty: 4763.150391
	Iteration 85F: 3 clusters Score -1796861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Entering Unmasked Estep 
Score: -2962003.250000 Penalty: 2487.808105
	Iteration 0F: 2 clusters Score -2962003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2946162.000000 Penalty: 4975.616211
	Iteration 0F: 3 clusters Score -2946162 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2951660.500000 Penalty: 4975.616211
	Iteration 1F: 3 clusters Score -2951660 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2952062.750000 Penalty: 4975.616211
	Iteration 2Q: 3 clusters Score -2952063 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2952474.500000 Penalty: 4975.616211
	Iteration 3Q: 3 clusters Score -2952474 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2952975.000000 Penalty: 4975.616211
	Iteration 4Q: 3 clusters Score -2952975 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2953658.500000 Penalty: 4975.616211
	Iteration 5F: 3 clusters Score -2953658 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2954476.000000 Penalty: 4975.616211
	Iteration 6F: 3 clusters Score -2954476 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2955448.000000 Penalty: 4975.616211
	Iteration 7F: 3 clusters Score -2955448 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2956459.000000 Penalty: 4975.616211
	Iteration 8F: 3 clusters Score -2956459 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2957317.250000 Penalty: 4975.616211
	Iteration 9F: 3 clusters Score -2957317 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2957966.500000 Penalty: 4975.616211
	Iteration 10Q: 3 clusters Score -2957966 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2958473.000000 Penalty: 4975.616211
	Iteration 11Q: 3 clusters Score -2958473 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2958761.250000 Penalty: 4975.616211
	Iteration 12Q: 3 clusters Score -2958761 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2958942.500000 Penalty: 4975.616211
	Iteration 13Q: 3 clusters Score -2958942 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2959060.500000 Penalty: 4975.616211
	Iteration 14Q: 3 clusters Score -2959060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2959129.000000 Penalty: 4975.616211
	Iteration 15Q: 3 clusters Score -2959129 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2959193.250000 Penalty: 4975.616211
	Iteration 16Q: 3 clusters Score -2959193 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2959240.500000 Penalty: 4975.616211
	Iteration 17Q: 3 clusters Score -2959240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2959301.750000 Penalty: 4975.616211
	Iteration 18Q: 3 clusters Score -2959302 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2959355.000000 Penalty: 4975.616211
	Iteration 19Q: 3 clusters Score -2959355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2959401.000000 Penalty: 4975.616211
	Iteration 20F: 3 clusters Score -2959401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2959417.000000 Penalty: 4975.616211
	Iteration 21Q: 3 clusters Score -2959417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2959452.000000 Penalty: 4975.616211
	Iteration 22Q: 3 clusters Score -2959452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2959476.750000 Penalty: 4975.616211
	Iteration 23Q: 3 clusters Score -2959477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2959496.000000 Penalty: 4975.616211
	Iteration 24Q: 3 clusters Score -2959496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2959513.500000 Penalty: 4975.616211
	Iteration 25Q: 3 clusters Score -2959514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2959533.250000 Penalty: 4975.616211
	Iteration 26Q: 3 clusters Score -2959533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2959555.750000 Penalty: 4975.616211
	Iteration 27Q: 3 clusters Score -2959556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2959570.500000 Penalty: 4975.616211
	Iteration 28Q: 3 clusters Score -2959570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2959600.750000 Penalty: 4975.616211
	Iteration 29Q: 3 clusters Score -2959601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2959632.250000 Penalty: 4975.616211
	Iteration 30Q: 3 clusters Score -2959632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2959662.250000 Penalty: 4975.616211
	Iteration 31Q: 3 clusters Score -2959662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2959690.250000 Penalty: 4975.616211
	Iteration 32Q: 3 clusters Score -2959690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2959725.250000 Penalty: 4975.616211
	Iteration 33Q: 3 clusters Score -2959725 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2959761.250000 Penalty: 4975.616211
	Iteration 34Q: 3 clusters Score -2959761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2959794.750000 Penalty: 4975.616211
	Iteration 35Q: 3 clusters Score -2959795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2959823.750000 Penalty: 4975.616211
	Iteration 36Q: 3 clusters Score -2959824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2959831.500000 Penalty: 4975.616211
	Iteration 37Q: 3 clusters Score -2959832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2959856.750000 Penalty: 4975.616211
	Iteration 38Q: 3 clusters Score -2959857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2959881.500000 Penalty: 4975.616211
	Iteration 39Q: 3 clusters Score -2959882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2959898.750000 Penalty: 4975.616211
	Iteration 40F: 3 clusters Score -2959899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2959911.500000 Penalty: 4975.616211
	Iteration 41Q: 3 clusters Score -2959912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2959924.250000 Penalty: 4975.616211
	Iteration 42Q: 3 clusters Score -2959924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2959947.250000 Penalty: 4975.616211
	Iteration 43Q: 3 clusters Score -2959947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2959959.250000 Penalty: 4975.616211
	Iteration 44Q: 3 clusters Score -2959959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2959965.500000 Penalty: 4975.616211
	Iteration 45Q: 3 clusters Score -2959966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2959965.750000 Penalty: 4975.616211
	Iteration 46Q: 3 clusters Score -2959966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2959972.500000 Penalty: 4975.616211
	Iteration 47Q: 3 clusters Score -2959972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2959981.000000 Penalty: 4975.616211
	Iteration 48Q: 3 clusters Score -2959981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2959976.500000 Penalty: 4975.616211
	Iteration 49Q: 3 clusters Score -2959976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2959982.000000 Penalty: 4975.616211
	Iteration 50Q: 3 clusters Score -2959982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2959987.250000 Penalty: 4975.616211
	Iteration 51Q: 3 clusters Score -2959987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2959981.250000 Penalty: 4975.616211
	Iteration 52Q: 3 clusters Score -2959981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2959983.000000 Penalty: 4975.616211
	Iteration 53Q: 3 clusters Score -2959983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2959985.000000 Penalty: 4975.616211
	Iteration 54Q: 3 clusters Score -2959985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2959982.750000 Penalty: 4975.616211
	Iteration 55Q: 3 clusters Score -2959983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2959988.000000 Penalty: 4975.616211
	Iteration 56Q: 3 clusters Score -2959988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2959986.250000 Penalty: 4975.616211
	Iteration 57Q: 3 clusters Score -2959986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2959989.500000 Penalty: 4975.616211
	Iteration 58Q: 3 clusters Score -2959990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2959982.750000 Penalty: 4975.616211
	Iteration 59Q: 3 clusters Score -2959983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2959993.750000 Penalty: 4975.616211
	Iteration 60F: 3 clusters Score -2959994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2959992.750000 Penalty: 4975.616211
	Iteration 61Q: 3 clusters Score -2959993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2959993.250000 Penalty: 4975.616211
	Iteration 62Q: 3 clusters Score -2959993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2959993.250000 Penalty: 4975.616211
	Iteration 63F: 3 clusters Score -2959993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101770.226562 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101770.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102344.851562 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102344.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102606.328125 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102606.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102796.710938 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -102796.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -102863.195312 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -102863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102914.921875 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -102914.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102957.898438 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -102957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103005.859375 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -103005.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103075.671875 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103159.500000 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -103159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103233.382812 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -103233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103281.625000 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -103281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103342.804688 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -103342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103395.000000 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -103395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103430.820312 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -103430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103439.843750 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -103439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103450.679688 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -103450.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103462.671875 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -103462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103469.554688 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -103469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103479.875000 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -103479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103491.953125 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -103492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103500.406250 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -103500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103510.359375 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -103510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103516.343750 Penalty: 3393.441406
	Iteration 23Q: 3 clusters Score -103516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103524.429688 Penalty: 3393.441406
	Iteration 24Q: 3 clusters Score -103524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103529.835938 Penalty: 3393.441406
	Iteration 25Q: 3 clusters Score -103529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103530.382812 Penalty: 3393.441406
	Iteration 26Q: 3 clusters Score -103530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103530.382812 Penalty: 3393.441406
	Iteration 27F: 3 clusters Score -103530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39133.285156 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39133.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39449.421875 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39449.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39713.035156 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39713.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39762.644531 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -39762.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39783.425781 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -39783.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39797.289062 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -39797.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39815.421875 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -39815.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39828.664062 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -39828.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39864.464844 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -39864.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39908.867188 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -39908.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39970.648438 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -39970.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40008.195312 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -40008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40020.078125 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -40020.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40023.929688 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -40023.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40025.429688 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -40025.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40025.429688 Penalty: 2966.781494
	Iteration 15F: 3 clusters Score -40025.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -209992.031250 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -209992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -207599.312500 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -207599.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -208019.625000 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -208019.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -208164.375000 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -208164.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208264.828125 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -208264.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208313.421875 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -208313.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208348.984375 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -208349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208391.609375 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -208391.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208440.703125 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -208440.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208501.531250 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -208501.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208590.031250 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -208590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -208711.109375 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -208711.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208843.265625 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -208843.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -208938.000000 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -208938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209006.093750 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -209006.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -209043.734375 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -209043.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -209078.625000 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -209078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209099.171875 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -209099.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209114.171875 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -209114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -209123.890625 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -209123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209127.734375 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -209127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209129.062500 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -209129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209132.578125 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -209132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209132.578125 Penalty: 3686.805420
	Iteration 22F: 3 clusters Score -209132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -135586.812500 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -135586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133516.234375 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -133516.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134374.140625 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -134374.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -134912.000000 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -134912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -135178.875000 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -135178.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -135346.140625 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -135346.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -135451.687500 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -135451.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -135533.906250 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -135533.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -135576.921875 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -135576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -135599.843750 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -135599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -135626.500000 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -135626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -135663.171875 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -135663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -135679.859375 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -135679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -135692.015625 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -135692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -135701.078125 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -135701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -135706.296875 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -135706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -135709.484375 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -135709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135711.390625 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -135711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135711.390625 Penalty: 3604.346436
	Iteration 17F: 3 clusters Score -135711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 304 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Mstep: Class 35 contains 1128 members 
Entering Unmasked Estep 
Score: -104954272.000000 Penalty: 118401.421875
Splitting cluster 13 changes total score from -104955944.000000 to -104954272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (353287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353287 members 
Entering Unmasked Estep 
Score: -45771364.000000 Penalty: 3168.208984
	Iteration 0F: 2 clusters Score -4.577136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -45561820.000000 Penalty: 6336.417969
	Iteration 0F: 3 clusters Score -4.556182e+07 nChanged 171513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -45663188.000000 Penalty: 6336.417969
	Iteration 1F: 3 clusters Score -4.566319e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -45664456.000000 Penalty: 6336.417969
	Iteration 2Q: 3 clusters Score -4.566446e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171131 members 
Mstep: Class 2 contains 182156 members 
Entering Unmasked Estep 
Score: -45665944.000000 Penalty: 6336.417969
	Iteration 3Q: 3 clusters Score -4.566594e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 184860 members 
Entering Unmasked Estep 
Score: -45667984.000000 Penalty: 6336.417969
	Iteration 4Q: 3 clusters Score -4.566798e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164572 members 
Mstep: Class 2 contains 188715 members 
Entering Unmasked Estep 
Score: -45671124.000000 Penalty: 6336.417969
	Iteration 5Q: 3 clusters Score -4.567112e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 193979 members 
Entering Unmasked Estep 
Score: -45675476.000000 Penalty: 6336.417969
	Iteration 6Q: 3 clusters Score -4.567548e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 200235 members 
Entering Unmasked Estep 
Score: -45684236.000000 Penalty: 6336.417969
	Iteration 7F: 3 clusters Score -4.568424e+07 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 205694 members 
Entering Unmasked Estep 
Score: -45699344.000000 Penalty: 6336.417969
	Iteration 8F: 3 clusters Score -4.569934e+07 nChanged 24857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 207871 members 
Entering Unmasked Estep 
Score: -45717424.000000 Penalty: 6336.417969
	Iteration 9F: 3 clusters Score -4.571742e+07 nChanged 22104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 206575 members 
Entering Unmasked Estep 
Score: -45728204.000000 Penalty: 6336.417969
	Iteration 10F: 3 clusters Score -4.57282e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 203973 members 
Entering Unmasked Estep 
Score: -45731028.000000 Penalty: 6336.417969
	Iteration 11Q: 3 clusters Score -4.573103e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 201424 members 
Entering Unmasked Estep 
Score: -45731660.000000 Penalty: 6336.417969
	Iteration 12Q: 3 clusters Score -4.573166e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 198969 members 
Entering Unmasked Estep 
Score: -45731892.000000 Penalty: 6336.417969
	Iteration 13Q: 3 clusters Score -4.573189e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 196594 members 
Entering Unmasked Estep 
Score: -45731976.000000 Penalty: 6336.417969
	Iteration 14Q: 3 clusters Score -4.573198e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 194228 members 
Entering Unmasked Estep 
Score: -45732132.000000 Penalty: 6336.417969
	Iteration 15Q: 3 clusters Score -4.573213e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 191974 members 
Entering Unmasked Estep 
Score: -45732196.000000 Penalty: 6336.417969
	Iteration 16Q: 3 clusters Score -4.57322e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -45732304.000000 Penalty: 6336.417969
	Iteration 17Q: 3 clusters Score -4.57323e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -45732392.000000 Penalty: 6336.417969
	Iteration 18Q: 3 clusters Score -4.573239e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 186037 members 
Entering Unmasked Estep 
Score: -45732416.000000 Penalty: 6336.417969
	Iteration 19Q: 3 clusters Score -4.573242e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 184243 members 
Entering Unmasked Estep 
Score: -45732436.000000 Penalty: 6336.417969
	Iteration 20F: 3 clusters Score -4.573244e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 182414 members 
Entering Unmasked Estep 
Score: -45732596.000000 Penalty: 6336.417969
	Iteration 21Q: 3 clusters Score -4.57326e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -45732800.000000 Penalty: 6336.417969
	Iteration 22Q: 3 clusters Score -4.57328e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -45732792.000000 Penalty: 6336.417969
	Iteration 23Q: 3 clusters Score -4.573279e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177009 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -45732860.000000 Penalty: 6336.417969
	Iteration 24Q: 3 clusters Score -4.573286e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 173969 members 
Entering Unmasked Estep 
Score: -45733008.000000 Penalty: 6336.417969
	Iteration 25Q: 3 clusters Score -4.573301e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -45732944.000000 Penalty: 6336.417969
	Iteration 26Q: 3 clusters Score -4.573294e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -45732904.000000 Penalty: 6336.417969
	Iteration 27Q: 3 clusters Score -4.57329e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -45733080.000000 Penalty: 6336.417969
	Iteration 28Q: 3 clusters Score -4.573308e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 161636 members 
Entering Unmasked Estep 
Score: -45733088.000000 Penalty: 6336.417969
	Iteration 29Q: 3 clusters Score -4.573309e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196127 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -45733376.000000 Penalty: 6336.417969
	Iteration 30Q: 3 clusters Score -4.573338e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201607 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -45733568.000000 Penalty: 6336.417969
	Iteration 31Q: 3 clusters Score -4.573357e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208075 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -45733680.000000 Penalty: 6336.417969
	Iteration 32Q: 3 clusters Score -4.573368e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215756 members 
Mstep: Class 2 contains 137531 members 
Entering Unmasked Estep 
Score: -45733584.000000 Penalty: 6336.417969
	Iteration 33Q: 3 clusters Score -4.573358e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -45733792.000000 Penalty: 6336.417969
	Iteration 34Q: 3 clusters Score -4.573379e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235291 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -45734872.000000 Penalty: 6336.417969
	Iteration 35Q: 3 clusters Score -4.573487e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246503 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -45736144.000000 Penalty: 6336.417969
	Iteration 36Q: 3 clusters Score -4.573614e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257804 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -45737640.000000 Penalty: 6336.417969
	Iteration 37Q: 3 clusters Score -4.573764e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268463 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -45739092.000000 Penalty: 6336.417969
	Iteration 38Q: 3 clusters Score -4.573909e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277975 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -45740376.000000 Penalty: 6336.417969
	Iteration 39Q: 3 clusters Score -4.574038e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286242 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -45742364.000000 Penalty: 6336.417969
	Iteration 40F: 3 clusters Score -4.574236e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294829 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -45743776.000000 Penalty: 6336.417969
	Iteration 41Q: 3 clusters Score -4.574378e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302437 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -45744744.000000 Penalty: 6336.417969
	Iteration 42Q: 3 clusters Score -4.574474e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309250 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -45746136.000000 Penalty: 6336.417969
	Iteration 43Q: 3 clusters Score -4.574614e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315293 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -45747604.000000 Penalty: 6336.417969
	Iteration 44Q: 3 clusters Score -4.57476e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320586 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -45749360.000000 Penalty: 6336.417969
	Iteration 45Q: 3 clusters Score -4.574936e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325285 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -45750800.000000 Penalty: 6336.417969
	Iteration 46Q: 3 clusters Score -4.57508e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329530 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -45752420.000000 Penalty: 6336.417969
	Iteration 47Q: 3 clusters Score -4.575242e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333104 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -45754624.000000 Penalty: 6336.417969
	Iteration 48Q: 3 clusters Score -4.575462e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336186 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -45756252.000000 Penalty: 6336.417969
	Iteration 49Q: 3 clusters Score -4.575625e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338845 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -45757288.000000 Penalty: 6336.417969
	Iteration 50Q: 3 clusters Score -4.575729e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341219 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -45758472.000000 Penalty: 6336.417969
	Iteration 51Q: 3 clusters Score -4.575847e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343263 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -45759740.000000 Penalty: 6336.417969
	Iteration 52Q: 3 clusters Score -4.575974e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345085 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -45761256.000000 Penalty: 6336.417969
	Iteration 53Q: 3 clusters Score -4.576126e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346665 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -45763060.000000 Penalty: 6336.417969
	Iteration 54Q: 3 clusters Score -4.576306e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348023 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -45764448.000000 Penalty: 6336.417969
	Iteration 55Q: 3 clusters Score -4.576445e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349168 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -45765432.000000 Penalty: 6336.417969
	Iteration 56Q: 3 clusters Score -4.576543e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350069 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -45766192.000000 Penalty: 6336.417969
	Iteration 57Q: 3 clusters Score -4.576619e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350757 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -45766776.000000 Penalty: 6336.417969
	Iteration 58Q: 3 clusters Score -4.576678e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351287 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -45767228.000000 Penalty: 6336.417969
	Iteration 59Q: 3 clusters Score -4.576723e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351662 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -45767572.000000 Penalty: 6336.417969
	Iteration 60F: 3 clusters Score -4.576757e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351912 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -45767756.000000 Penalty: 6336.417969
	Iteration 61Q: 3 clusters Score -4.576776e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352093 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -45767832.000000 Penalty: 6336.417969
	Iteration 62Q: 3 clusters Score -4.576783e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352236 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -45767936.000000 Penalty: 6336.417969
	Iteration 63Q: 3 clusters Score -4.576794e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352332 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -45768068.000000 Penalty: 6336.417969
	Iteration 64Q: 3 clusters Score -4.576807e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352405 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -45768152.000000 Penalty: 6336.417969
	Iteration 65Q: 3 clusters Score -4.576815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352453 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -45768220.000000 Penalty: 6336.417969
	Iteration 66Q: 3 clusters Score -4.576822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352494 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -45768256.000000 Penalty: 6336.417969
	Iteration 67Q: 3 clusters Score -4.576826e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -45768276.000000 Penalty: 6336.417969
	Iteration 68Q: 3 clusters Score -4.576828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352559 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -45768332.000000 Penalty: 6336.417969
	Iteration 69Q: 3 clusters Score -4.576833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352587 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -45768304.000000 Penalty: 6336.417969
	Iteration 70Q: 3 clusters Score -4.57683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352609 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -45768332.000000 Penalty: 6336.417969
	Iteration 71Q: 3 clusters Score -4.576833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45768328.000000 Penalty: 6336.417969
	Iteration 72Q: 3 clusters Score -4.576833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352639 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -45768360.000000 Penalty: 6336.417969
	Iteration 73Q: 3 clusters Score -4.576836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352646 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -45768368.000000 Penalty: 6336.417969
	Iteration 74Q: 3 clusters Score -4.576837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -45768380.000000 Penalty: 6336.417969
	Iteration 75Q: 3 clusters Score -4.576838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45768408.000000 Penalty: 6336.417969
	Iteration 76Q: 3 clusters Score -4.576841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352657 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -45768408.000000 Penalty: 6336.417969
	Iteration 77Q: 3 clusters Score -4.576841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45768408.000000 Penalty: 6336.417969
	Iteration 78Q: 3 clusters Score -4.576841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45768408.000000 Penalty: 6336.417969
	Iteration 79F: 3 clusters Score -4.576841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -709499.375000 Penalty: 2142.046387
	Iteration 0F: 2 clusters Score -709499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -704532.562500 Penalty: 4284.092773
	Iteration 0F: 3 clusters Score -704532.6 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -705741.437500 Penalty: 4284.092773
	Iteration 1F: 3 clusters Score -705741.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -705998.187500 Penalty: 4284.092773
	Iteration 2F: 3 clusters Score -705998.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -706161.750000 Penalty: 4284.092773
	Iteration 3F: 3 clusters Score -706161.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -706288.937500 Penalty: 4284.092773
	Iteration 4Q: 3 clusters Score -706288.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -706397.375000 Penalty: 4284.092773
	Iteration 5Q: 3 clusters Score -706397.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -706513.937500 Penalty: 4284.092773
	Iteration 6Q: 3 clusters Score -706513.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -706628.375000 Penalty: 4284.092773
	Iteration 7Q: 3 clusters Score -706628.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -706756.500000 Penalty: 4284.092773
	Iteration 8Q: 3 clusters Score -706756.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -706879.250000 Penalty: 4284.092773
	Iteration 9Q: 3 clusters Score -706879.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -706991.687500 Penalty: 4284.092773
	Iteration 10Q: 3 clusters Score -706991.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -707100.625000 Penalty: 4284.092773
	Iteration 11Q: 3 clusters Score -707100.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -707213.937500 Penalty: 4284.092773
	Iteration 12Q: 3 clusters Score -707213.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -707306.687500 Penalty: 4284.092773
	Iteration 13Q: 3 clusters Score -707306.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -707371.812500 Penalty: 4284.092773
	Iteration 14Q: 3 clusters Score -707371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -707447.062500 Penalty: 4284.092773
	Iteration 15Q: 3 clusters Score -707447.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -707514.750000 Penalty: 4284.092773
	Iteration 16Q: 3 clusters Score -707514.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -707565.937500 Penalty: 4284.092773
	Iteration 17Q: 3 clusters Score -707565.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -707616.250000 Penalty: 4284.092773
	Iteration 18Q: 3 clusters Score -707616.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -707659.562500 Penalty: 4284.092773
	Iteration 19Q: 3 clusters Score -707659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -707687.812500 Penalty: 4284.092773
	Iteration 20F: 3 clusters Score -707687.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -707701.750000 Penalty: 4284.092773
	Iteration 21Q: 3 clusters Score -707701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -707707.625000 Penalty: 4284.092773
	Iteration 22Q: 3 clusters Score -707707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -707715.125000 Penalty: 4284.092773
	Iteration 23Q: 3 clusters Score -707715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -707718.812500 Penalty: 4284.092773
	Iteration 24Q: 3 clusters Score -707718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -707720.125000 Penalty: 4284.092773
	Iteration 25Q: 3 clusters Score -707720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -707721.562500 Penalty: 4284.092773
	Iteration 26Q: 3 clusters Score -707721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -707721.812500 Penalty: 4284.092773
	Iteration 27Q: 3 clusters Score -707721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -707721.812500 Penalty: 4284.092773
	Iteration 28F: 3 clusters Score -707721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Entering Unmasked Estep 
Score: -8091727.000000 Penalty: 2738.446289
	Iteration 0F: 2 clusters Score -8091727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -8049628.500000 Penalty: 5476.892578
	Iteration 0F: 3 clusters Score -8049628 nChanged 29041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -8066061.000000 Penalty: 5476.892578
	Iteration 1F: 3 clusters Score -8066061 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -8066727.000000 Penalty: 5476.892578
	Iteration 2Q: 3 clusters Score -8066727 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -8067677.500000 Penalty: 5476.892578
	Iteration 3Q: 3 clusters Score -8067678 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -8068876.500000 Penalty: 5476.892578
	Iteration 4Q: 3 clusters Score -8068876 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8070549.000000 Penalty: 5476.892578
	Iteration 5F: 3 clusters Score -8070549 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8073144.000000 Penalty: 5476.892578
	Iteration 6F: 3 clusters Score -8073144 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8076389.000000 Penalty: 5476.892578
	Iteration 7F: 3 clusters Score -8076389 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -8079820.500000 Penalty: 5476.892578
	Iteration 8F: 3 clusters Score -8079820 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -8083005.000000 Penalty: 5476.892578
	Iteration 9F: 3 clusters Score -8083005 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8085284.000000 Penalty: 5476.892578
	Iteration 10Q: 3 clusters Score -8085284 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -8086622.500000 Penalty: 5476.892578
	Iteration 11Q: 3 clusters Score -8086622 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8087594.000000 Penalty: 5476.892578
	Iteration 12Q: 3 clusters Score -8087594 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -8088322.000000 Penalty: 5476.892578
	Iteration 13Q: 3 clusters Score -8088322 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -8088938.500000 Penalty: 5476.892578
	Iteration 14Q: 3 clusters Score -8088938 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -8089629.500000 Penalty: 5476.892578
	Iteration 15Q: 3 clusters Score -8089630 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8090109.500000 Penalty: 5476.892578
	Iteration 16Q: 3 clusters Score -8090110 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8090527.500000 Penalty: 5476.892578
	Iteration 17Q: 3 clusters Score -8090528 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8090911.500000 Penalty: 5476.892578
	Iteration 18Q: 3 clusters Score -8090912 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8091152.500000 Penalty: 5476.892578
	Iteration 19Q: 3 clusters Score -8091152 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8091366.000000 Penalty: 5476.892578
	Iteration 20F: 3 clusters Score -8091366 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8091527.000000 Penalty: 5476.892578
	Iteration 21Q: 3 clusters Score -8091527 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8091596.000000 Penalty: 5476.892578
	Iteration 22Q: 3 clusters Score -8091596 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8091642.000000 Penalty: 5476.892578
	Iteration 23Q: 3 clusters Score -8091642 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -8091724.000000 Penalty: 5476.892578
	Iteration 24Q: 3 clusters Score -8091724 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -8091830.000000 Penalty: 5476.892578
	Iteration 25Q: 3 clusters Score -8091830 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -8091923.500000 Penalty: 5476.892578
	Iteration 26Q: 3 clusters Score -8091924 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -8091960.000000 Penalty: 5476.892578
	Iteration 27Q: 3 clusters Score -8091960 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8091967.000000 Penalty: 5476.892578
	Iteration 28Q: 3 clusters Score -8091967 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -8092022.000000 Penalty: 5476.892578
	Iteration 29Q: 3 clusters Score -8092022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -8092064.500000 Penalty: 5476.892578
	Iteration 30Q: 3 clusters Score -8092064 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -8092100.000000 Penalty: 5476.892578
	Iteration 31Q: 3 clusters Score -8092100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -8092097.500000 Penalty: 5476.892578
	Iteration 32Q: 3 clusters Score -8092098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -8092089.000000 Penalty: 5476.892578
	Iteration 33Q: 3 clusters Score -8092089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -8092092.500000 Penalty: 5476.892578
	Iteration 34Q: 3 clusters Score -8092092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8092114.500000 Penalty: 5476.892578
	Iteration 35Q: 3 clusters Score -8092114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8092132.000000 Penalty: 5476.892578
	Iteration 36Q: 3 clusters Score -8092132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -8092132.500000 Penalty: 5476.892578
	Iteration 37Q: 3 clusters Score -8092132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -8092144.000000 Penalty: 5476.892578
	Iteration 38Q: 3 clusters Score -8092144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -8092154.000000 Penalty: 5476.892578
	Iteration 39Q: 3 clusters Score -8092154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -8092171.500000 Penalty: 5476.892578
	Iteration 40F: 3 clusters Score -8092172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -8092160.000000 Penalty: 5476.892578
	Iteration 41Q: 3 clusters Score -8092160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8092153.500000 Penalty: 5476.892578
	Iteration 42Q: 3 clusters Score -8092154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -8092156.000000 Penalty: 5476.892578
	Iteration 43Q: 3 clusters Score -8092156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -8092151.000000 Penalty: 5476.892578
	Iteration 44Q: 3 clusters Score -8092151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -8092146.500000 Penalty: 5476.892578
	Iteration 45Q: 3 clusters Score -8092146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -8092145.500000 Penalty: 5476.892578
	Iteration 46Q: 3 clusters Score -8092146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -8092146.500000 Penalty: 5476.892578
	Iteration 47Q: 3 clusters Score -8092146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -8092157.000000 Penalty: 5476.892578
	Iteration 48Q: 3 clusters Score -8092157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -8092161.000000 Penalty: 5476.892578
	Iteration 49Q: 3 clusters Score -8092161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8092153.000000 Penalty: 5476.892578
	Iteration 50Q: 3 clusters Score -8092153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -8092140.500000 Penalty: 5476.892578
	Iteration 51Q: 3 clusters Score -8092140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -8092144.500000 Penalty: 5476.892578
	Iteration 52Q: 3 clusters Score -8092144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -8092147.500000 Penalty: 5476.892578
	Iteration 53Q: 3 clusters Score -8092148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -8092140.000000 Penalty: 5476.892578
	Iteration 54Q: 3 clusters Score -8092140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -8092144.500000 Penalty: 5476.892578
	Iteration 55Q: 3 clusters Score -8092144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -8092148.500000 Penalty: 5476.892578
	Iteration 56Q: 3 clusters Score -8092148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8092137.000000 Penalty: 5476.892578
	Iteration 57Q: 3 clusters Score -8092137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8092136.500000 Penalty: 5476.892578
	Iteration 58Q: 3 clusters Score -8092136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -8092139.500000 Penalty: 5476.892578
	Iteration 59Q: 3 clusters Score -8092140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -8092140.500000 Penalty: 5476.892578
	Iteration 60F: 3 clusters Score -8092140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -8092139.000000 Penalty: 5476.892578
	Iteration 61Q: 3 clusters Score -8092139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8092126.000000 Penalty: 5476.892578
	Iteration 62Q: 3 clusters Score -8092126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -8092143.000000 Penalty: 5476.892578
	Iteration 63Q: 3 clusters Score -8092143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -8092139.500000 Penalty: 5476.892578
	Iteration 64Q: 3 clusters Score -8092140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8092140.000000 Penalty: 5476.892578
	Iteration 65Q: 3 clusters Score -8092140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -8092141.500000 Penalty: 5476.892578
	Iteration 66Q: 3 clusters Score -8092142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8092136.500000 Penalty: 5476.892578
	Iteration 67Q: 3 clusters Score -8092136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -8092140.500000 Penalty: 5476.892578
	Iteration 68Q: 3 clusters Score -8092140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -8092138.500000 Penalty: 5476.892578
	Iteration 69Q: 3 clusters Score -8092138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8092138.500000 Penalty: 5476.892578
	Iteration 70Q: 3 clusters Score -8092138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8092142.500000 Penalty: 5476.892578
	Iteration 71Q: 3 clusters Score -8092142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8092142.500000 Penalty: 5476.892578
	Iteration 72F: 3 clusters Score -8092142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 35274 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Mstep: Class 35 contains 27176 members 
Entering Unmasked Estep 
Score: -104955400.000000 Penalty: 118401.421875
Splitting cluster 16 changes total score from -104955944.000000 to -104955400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (13694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Entering Unmasked Estep 
Score: -1503291.000000 Penalty: 2362.128906
	Iteration 0F: 2 clusters Score -1503291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1493325.625000 Penalty: 4724.257812
	Iteration 0F: 3 clusters Score -1493326 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1496639.500000 Penalty: 4724.257812
	Iteration 1F: 3 clusters Score -1496640 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1497271.250000 Penalty: 4724.257812
	Iteration 2F: 3 clusters Score -1497271 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1497935.125000 Penalty: 4724.257812
	Iteration 3F: 3 clusters Score -1497935 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1498525.375000 Penalty: 4724.257812
	Iteration 4F: 3 clusters Score -1498525 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1499036.625000 Penalty: 4724.257812
	Iteration 5F: 3 clusters Score -1499037 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1499447.000000 Penalty: 4724.257812
	Iteration 6F: 3 clusters Score -1499447 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1499824.500000 Penalty: 4724.257812
	Iteration 7Q: 3 clusters Score -1499824 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1500137.875000 Penalty: 4724.257812
	Iteration 8Q: 3 clusters Score -1500138 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1500379.250000 Penalty: 4724.257812
	Iteration 9Q: 3 clusters Score -1500379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1500559.125000 Penalty: 4724.257812
	Iteration 10Q: 3 clusters Score -1500559 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1500722.750000 Penalty: 4724.257812
	Iteration 11Q: 3 clusters Score -1500723 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1500866.750000 Penalty: 4724.257812
	Iteration 12Q: 3 clusters Score -1500867 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1500983.625000 Penalty: 4724.257812
	Iteration 13Q: 3 clusters Score -1500984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1501091.875000 Penalty: 4724.257812
	Iteration 14Q: 3 clusters Score -1501092 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1501164.500000 Penalty: 4724.257812
	Iteration 15Q: 3 clusters Score -1501164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1501235.375000 Penalty: 4724.257812
	Iteration 16Q: 3 clusters Score -1501235 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1501293.875000 Penalty: 4724.257812
	Iteration 17Q: 3 clusters Score -1501294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1501343.000000 Penalty: 4724.257812
	Iteration 18Q: 3 clusters Score -1501343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1501388.000000 Penalty: 4724.257812
	Iteration 19Q: 3 clusters Score -1501388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1501435.125000 Penalty: 4724.257812
	Iteration 20F: 3 clusters Score -1501435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1501470.125000 Penalty: 4724.257812
	Iteration 21Q: 3 clusters Score -1501470 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1501513.750000 Penalty: 4724.257812
	Iteration 22Q: 3 clusters Score -1501514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1501548.500000 Penalty: 4724.257812
	Iteration 23Q: 3 clusters Score -1501548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1501584.625000 Penalty: 4724.257812
	Iteration 24Q: 3 clusters Score -1501585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1501618.625000 Penalty: 4724.257812
	Iteration 25Q: 3 clusters Score -1501619 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1501642.500000 Penalty: 4724.257812
	Iteration 26Q: 3 clusters Score -1501642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1501671.250000 Penalty: 4724.257812
	Iteration 27Q: 3 clusters Score -1501671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1501696.625000 Penalty: 4724.257812
	Iteration 28Q: 3 clusters Score -1501697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1501714.625000 Penalty: 4724.257812
	Iteration 29Q: 3 clusters Score -1501715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1501729.375000 Penalty: 4724.257812
	Iteration 30Q: 3 clusters Score -1501729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1501747.875000 Penalty: 4724.257812
	Iteration 31Q: 3 clusters Score -1501748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1501754.750000 Penalty: 4724.257812
	Iteration 32Q: 3 clusters Score -1501755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1501769.375000 Penalty: 4724.257812
	Iteration 33Q: 3 clusters Score -1501769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1501774.500000 Penalty: 4724.257812
	Iteration 34Q: 3 clusters Score -1501774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1501779.625000 Penalty: 4724.257812
	Iteration 35Q: 3 clusters Score -1501780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1501784.250000 Penalty: 4724.257812
	Iteration 36Q: 3 clusters Score -1501784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1501791.000000 Penalty: 4724.257812
	Iteration 37Q: 3 clusters Score -1501791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1501797.375000 Penalty: 4724.257812
	Iteration 38Q: 3 clusters Score -1501797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1501800.625000 Penalty: 4724.257812
	Iteration 39Q: 3 clusters Score -1501801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1501806.125000 Penalty: 4724.257812
	Iteration 40F: 3 clusters Score -1501806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1501809.250000 Penalty: 4724.257812
	Iteration 41Q: 3 clusters Score -1501809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1501820.000000 Penalty: 4724.257812
	Iteration 42Q: 3 clusters Score -1501820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1501818.375000 Penalty: 4724.257812
	Iteration 43Q: 3 clusters Score -1501818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1501819.250000 Penalty: 4724.257812
	Iteration 44Q: 3 clusters Score -1501819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1501823.250000 Penalty: 4724.257812
	Iteration 45Q: 3 clusters Score -1501823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1501825.875000 Penalty: 4724.257812
	Iteration 46Q: 3 clusters Score -1501826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1501828.125000 Penalty: 4724.257812
	Iteration 47Q: 3 clusters Score -1501828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1501833.000000 Penalty: 4724.257812
	Iteration 48Q: 3 clusters Score -1501833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1501835.250000 Penalty: 4724.257812
	Iteration 49Q: 3 clusters Score -1501835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1501839.875000 Penalty: 4724.257812
	Iteration 50Q: 3 clusters Score -1501840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1501837.875000 Penalty: 4724.257812
	Iteration 51Q: 3 clusters Score -1501838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1501840.000000 Penalty: 4724.257812
	Iteration 52Q: 3 clusters Score -1501840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1501842.250000 Penalty: 4724.257812
	Iteration 53Q: 3 clusters Score -1501842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1501840.500000 Penalty: 4724.257812
	Iteration 54Q: 3 clusters Score -1501840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1501842.875000 Penalty: 4724.257812
	Iteration 55Q: 3 clusters Score -1501843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1501845.625000 Penalty: 4724.257812
	Iteration 56Q: 3 clusters Score -1501846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1501842.500000 Penalty: 4724.257812
	Iteration 57Q: 3 clusters Score -1501842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1501846.250000 Penalty: 4724.257812
	Iteration 58Q: 3 clusters Score -1501846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1501847.250000 Penalty: 4724.257812
	Iteration 59Q: 3 clusters Score -1501847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1501846.750000 Penalty: 4724.257812
	Iteration 60F: 3 clusters Score -1501847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1501846.375000 Penalty: 4724.257812
	Iteration 61Q: 3 clusters Score -1501846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1501848.625000 Penalty: 4724.257812
	Iteration 62Q: 3 clusters Score -1501849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1501848.875000 Penalty: 4724.257812
	Iteration 63Q: 3 clusters Score -1501849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1501851.000000 Penalty: 4724.257812
	Iteration 64Q: 3 clusters Score -1501851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1501851.750000 Penalty: 4724.257812
	Iteration 65Q: 3 clusters Score -1501852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1501853.000000 Penalty: 4724.257812
	Iteration 66Q: 3 clusters Score -1501853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1501853.875000 Penalty: 4724.257812
	Iteration 67Q: 3 clusters Score -1501854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1501853.625000 Penalty: 4724.257812
	Iteration 68Q: 3 clusters Score -1501854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1501850.250000 Penalty: 4724.257812
	Iteration 69Q: 3 clusters Score -1501850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1501851.625000 Penalty: 4724.257812
	Iteration 70Q: 3 clusters Score -1501852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1501851.250000 Penalty: 4724.257812
	Iteration 71Q: 3 clusters Score -1501851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1501855.625000 Penalty: 4724.257812
	Iteration 72Q: 3 clusters Score -1501856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1501856.625000 Penalty: 4724.257812
	Iteration 73Q: 3 clusters Score -1501857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1501856.375000 Penalty: 4724.257812
	Iteration 74Q: 3 clusters Score -1501856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1501854.625000 Penalty: 4724.257812
	Iteration 75Q: 3 clusters Score -1501855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1501856.375000 Penalty: 4724.257812
	Iteration 76Q: 3 clusters Score -1501856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1501855.750000 Penalty: 4724.257812
	Iteration 77Q: 3 clusters Score -1501856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1501855.625000 Penalty: 4724.257812
	Iteration 78Q: 3 clusters Score -1501856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1501855.000000 Penalty: 4724.257812
	Iteration 79Q: 3 clusters Score -1501855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1501856.500000 Penalty: 4724.257812
	Iteration 80F: 3 clusters Score -1501856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1501857.750000 Penalty: 4724.257812
	Iteration 81Q: 3 clusters Score -1501858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1501857.250000 Penalty: 4724.257812
	Iteration 82Q: 3 clusters Score -1501857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1501860.125000 Penalty: 4724.257812
	Iteration 83Q: 3 clusters Score -1501860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1501859.125000 Penalty: 4724.257812
	Iteration 84Q: 3 clusters Score -1501859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1501859.125000 Penalty: 4724.257812
	Iteration 85F: 3 clusters Score -1501859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -727415.375000 Penalty: 2168.869873
	Iteration 0F: 2 clusters Score -727415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -722099.562500 Penalty: 4337.739746
	Iteration 0F: 3 clusters Score -722099.6 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -723612.750000 Penalty: 4337.739746
	Iteration 1F: 3 clusters Score -723612.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723908.875000 Penalty: 4337.739746
	Iteration 2F: 3 clusters Score -723908.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -724117.812500 Penalty: 4337.739746
	Iteration 3F: 3 clusters Score -724117.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -724245.375000 Penalty: 4337.739746
	Iteration 4Q: 3 clusters Score -724245.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -724338.375000 Penalty: 4337.739746
	Iteration 5Q: 3 clusters Score -724338.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -724420.312500 Penalty: 4337.739746
	Iteration 6Q: 3 clusters Score -724420.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -724491.125000 Penalty: 4337.739746
	Iteration 7Q: 3 clusters Score -724491.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -724560.000000 Penalty: 4337.739746
	Iteration 8Q: 3 clusters Score -724560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -724639.125000 Penalty: 4337.739746
	Iteration 9Q: 3 clusters Score -724639.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -724716.437500 Penalty: 4337.739746
	Iteration 10Q: 3 clusters Score -724716.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -724788.500000 Penalty: 4337.739746
	Iteration 11Q: 3 clusters Score -724788.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -724862.437500 Penalty: 4337.739746
	Iteration 12Q: 3 clusters Score -724862.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -724948.312500 Penalty: 4337.739746
	Iteration 13Q: 3 clusters Score -724948.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -725029.312500 Penalty: 4337.739746
	Iteration 14Q: 3 clusters Score -725029.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -725111.312500 Penalty: 4337.739746
	Iteration 15Q: 3 clusters Score -725111.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -725204.750000 Penalty: 4337.739746
	Iteration 16Q: 3 clusters Score -725204.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -725317.437500 Penalty: 4337.739746
	Iteration 17Q: 3 clusters Score -725317.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -725416.000000 Penalty: 4337.739746
	Iteration 18Q: 3 clusters Score -725416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -725496.437500 Penalty: 4337.739746
	Iteration 19Q: 3 clusters Score -725496.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -725548.187500 Penalty: 4337.739746
	Iteration 20F: 3 clusters Score -725548.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -725594.000000 Penalty: 4337.739746
	Iteration 21Q: 3 clusters Score -725594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -725645.937500 Penalty: 4337.739746
	Iteration 22Q: 3 clusters Score -725645.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -725689.875000 Penalty: 4337.739746
	Iteration 23Q: 3 clusters Score -725689.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -725728.125000 Penalty: 4337.739746
	Iteration 24Q: 3 clusters Score -725728.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -725754.875000 Penalty: 4337.739746
	Iteration 25Q: 3 clusters Score -725754.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -725774.125000 Penalty: 4337.739746
	Iteration 26Q: 3 clusters Score -725774.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -725785.687500 Penalty: 4337.739746
	Iteration 27Q: 3 clusters Score -725785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -725790.562500 Penalty: 4337.739746
	Iteration 28Q: 3 clusters Score -725790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -725793.875000 Penalty: 4337.739746
	Iteration 29Q: 3 clusters Score -725793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -725800.312500 Penalty: 4337.739746
	Iteration 30Q: 3 clusters Score -725800.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -725807.187500 Penalty: 4337.739746
	Iteration 31Q: 3 clusters Score -725807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -725812.000000 Penalty: 4337.739746
	Iteration 32Q: 3 clusters Score -725812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -725814.125000 Penalty: 4337.739746
	Iteration 33Q: 3 clusters Score -725814.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -725817.812500 Penalty: 4337.739746
	Iteration 34Q: 3 clusters Score -725817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -725826.437500 Penalty: 4337.739746
	Iteration 35Q: 3 clusters Score -725826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -725830.312500 Penalty: 4337.739746
	Iteration 36Q: 3 clusters Score -725830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -725838.000000 Penalty: 4337.739746
	Iteration 37Q: 3 clusters Score -725838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -725842.000000 Penalty: 4337.739746
	Iteration 38Q: 3 clusters Score -725842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -725846.812500 Penalty: 4337.739746
	Iteration 39Q: 3 clusters Score -725846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -725853.062500 Penalty: 4337.739746
	Iteration 40F: 3 clusters Score -725853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -725855.125000 Penalty: 4337.739746
	Iteration 41Q: 3 clusters Score -725855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -725856.562500 Penalty: 4337.739746
	Iteration 42Q: 3 clusters Score -725856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -725857.750000 Penalty: 4337.739746
	Iteration 43Q: 3 clusters Score -725857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -725857.750000 Penalty: 4337.739746
	Iteration 44F: 3 clusters Score -725857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Entering Unmasked Estep 
Score: -1969727.875000 Penalty: 2382.961182
	Iteration 0F: 2 clusters Score -1969728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1958874.125000 Penalty: 4765.922363
	Iteration 0F: 3 clusters Score -1958874 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1962298.250000 Penalty: 4765.922363
	Iteration 1F: 3 clusters Score -1962298 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1962605.375000 Penalty: 4765.922363
	Iteration 2F: 3 clusters Score -1962605 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1962852.250000 Penalty: 4765.922363
	Iteration 3Q: 3 clusters Score -1962852 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1963051.250000 Penalty: 4765.922363
	Iteration 4Q: 3 clusters Score -1963051 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1963247.875000 Penalty: 4765.922363
	Iteration 5Q: 3 clusters Score -1963248 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1963428.000000 Penalty: 4765.922363
	Iteration 6Q: 3 clusters Score -1963428 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1963626.250000 Penalty: 4765.922363
	Iteration 7Q: 3 clusters Score -1963626 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1963886.625000 Penalty: 4765.922363
	Iteration 8Q: 3 clusters Score -1963887 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1964198.125000 Penalty: 4765.922363
	Iteration 9Q: 3 clusters Score -1964198 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1964630.125000 Penalty: 4765.922363
	Iteration 10Q: 3 clusters Score -1964630 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1965229.250000 Penalty: 4765.922363
	Iteration 11F: 3 clusters Score -1965229 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1965856.750000 Penalty: 4765.922363
	Iteration 12F: 3 clusters Score -1965857 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1966416.750000 Penalty: 4765.922363
	Iteration 13Q: 3 clusters Score -1966417 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1966869.875000 Penalty: 4765.922363
	Iteration 14Q: 3 clusters Score -1966870 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1967193.750000 Penalty: 4765.922363
	Iteration 15Q: 3 clusters Score -1967194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1967370.000000 Penalty: 4765.922363
	Iteration 16Q: 3 clusters Score -1967370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1967480.750000 Penalty: 4765.922363
	Iteration 17Q: 3 clusters Score -1967481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1967538.875000 Penalty: 4765.922363
	Iteration 18Q: 3 clusters Score -1967539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1967593.000000 Penalty: 4765.922363
	Iteration 19Q: 3 clusters Score -1967593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1967622.375000 Penalty: 4765.922363
	Iteration 20F: 3 clusters Score -1967622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1967640.125000 Penalty: 4765.922363
	Iteration 21Q: 3 clusters Score -1967640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1967651.875000 Penalty: 4765.922363
	Iteration 22Q: 3 clusters Score -1967652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1967659.250000 Penalty: 4765.922363
	Iteration 23Q: 3 clusters Score -1967659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1967659.375000 Penalty: 4765.922363
	Iteration 24Q: 3 clusters Score -1967659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1967663.875000 Penalty: 4765.922363
	Iteration 25Q: 3 clusters Score -1967664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1967670.250000 Penalty: 4765.922363
	Iteration 26Q: 3 clusters Score -1967670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1967674.875000 Penalty: 4765.922363
	Iteration 27Q: 3 clusters Score -1967675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1967675.375000 Penalty: 4765.922363
	Iteration 28Q: 3 clusters Score -1967675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1967677.875000 Penalty: 4765.922363
	Iteration 29Q: 3 clusters Score -1967678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1967682.500000 Penalty: 4765.922363
	Iteration 30Q: 3 clusters Score -1967682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1967682.500000 Penalty: 4765.922363
	Iteration 31F: 3 clusters Score -1967682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -1514372.875000 Penalty: 2328.386230
	Iteration 0F: 2 clusters Score -1514373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1505558.375000 Penalty: 4656.772461
	Iteration 0F: 3 clusters Score -1505558 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1508195.750000 Penalty: 4656.772461
	Iteration 1F: 3 clusters Score -1508196 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1508580.750000 Penalty: 4656.772461
	Iteration 2F: 3 clusters Score -1508581 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1508882.625000 Penalty: 4656.772461
	Iteration 3F: 3 clusters Score -1508883 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1509190.625000 Penalty: 4656.772461
	Iteration 4Q: 3 clusters Score -1509191 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1509491.250000 Penalty: 4656.772461
	Iteration 5Q: 3 clusters Score -1509491 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1509748.875000 Penalty: 4656.772461
	Iteration 6Q: 3 clusters Score -1509749 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1509955.125000 Penalty: 4656.772461
	Iteration 7Q: 3 clusters Score -1509955 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1510105.375000 Penalty: 4656.772461
	Iteration 8Q: 3 clusters Score -1510105 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1510239.875000 Penalty: 4656.772461
	Iteration 9Q: 3 clusters Score -1510240 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1510341.000000 Penalty: 4656.772461
	Iteration 10Q: 3 clusters Score -1510341 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1510434.500000 Penalty: 4656.772461
	Iteration 11Q: 3 clusters Score -1510434 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1510522.000000 Penalty: 4656.772461
	Iteration 12Q: 3 clusters Score -1510522 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1510589.125000 Penalty: 4656.772461
	Iteration 13Q: 3 clusters Score -1510589 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1510651.125000 Penalty: 4656.772461
	Iteration 14Q: 3 clusters Score -1510651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1510725.250000 Penalty: 4656.772461
	Iteration 15Q: 3 clusters Score -1510725 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1510796.750000 Penalty: 4656.772461
	Iteration 16Q: 3 clusters Score -1510797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1510880.125000 Penalty: 4656.772461
	Iteration 17Q: 3 clusters Score -1510880 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1510989.000000 Penalty: 4656.772461
	Iteration 18Q: 3 clusters Score -1510989 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1511104.375000 Penalty: 4656.772461
	Iteration 19Q: 3 clusters Score -1511104 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1511229.875000 Penalty: 4656.772461
	Iteration 20F: 3 clusters Score -1511230 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1511338.375000 Penalty: 4656.772461
	Iteration 21Q: 3 clusters Score -1511338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1511449.125000 Penalty: 4656.772461
	Iteration 22Q: 3 clusters Score -1511449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1511548.875000 Penalty: 4656.772461
	Iteration 23Q: 3 clusters Score -1511549 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1511642.500000 Penalty: 4656.772461
	Iteration 24Q: 3 clusters Score -1511642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1511732.250000 Penalty: 4656.772461
	Iteration 25Q: 3 clusters Score -1511732 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1511815.250000 Penalty: 4656.772461
	Iteration 26Q: 3 clusters Score -1511815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1511886.875000 Penalty: 4656.772461
	Iteration 27Q: 3 clusters Score -1511887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1511957.000000 Penalty: 4656.772461
	Iteration 28Q: 3 clusters Score -1511957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1512027.500000 Penalty: 4656.772461
	Iteration 29Q: 3 clusters Score -1512028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1512088.875000 Penalty: 4656.772461
	Iteration 30Q: 3 clusters Score -1512089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1512128.750000 Penalty: 4656.772461
	Iteration 31Q: 3 clusters Score -1512129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1512156.125000 Penalty: 4656.772461
	Iteration 32Q: 3 clusters Score -1512156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1512177.000000 Penalty: 4656.772461
	Iteration 33Q: 3 clusters Score -1512177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1512207.625000 Penalty: 4656.772461
	Iteration 34Q: 3 clusters Score -1512208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1512226.625000 Penalty: 4656.772461
	Iteration 35Q: 3 clusters Score -1512227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1512250.000000 Penalty: 4656.772461
	Iteration 36Q: 3 clusters Score -1512250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1512264.375000 Penalty: 4656.772461
	Iteration 37Q: 3 clusters Score -1512264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1512280.750000 Penalty: 4656.772461
	Iteration 38Q: 3 clusters Score -1512281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1512292.000000 Penalty: 4656.772461
	Iteration 39Q: 3 clusters Score -1512292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1512300.500000 Penalty: 4656.772461
	Iteration 40F: 3 clusters Score -1512300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1512309.750000 Penalty: 4656.772461
	Iteration 41Q: 3 clusters Score -1512310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1512316.375000 Penalty: 4656.772461
	Iteration 42Q: 3 clusters Score -1512316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1512320.000000 Penalty: 4656.772461
	Iteration 43Q: 3 clusters Score -1512320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1512321.250000 Penalty: 4656.772461
	Iteration 44Q: 3 clusters Score -1512321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1512333.000000 Penalty: 4656.772461
	Iteration 45Q: 3 clusters Score -1512333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1512339.500000 Penalty: 4656.772461
	Iteration 46Q: 3 clusters Score -1512340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1512345.500000 Penalty: 4656.772461
	Iteration 47Q: 3 clusters Score -1512346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1512354.000000 Penalty: 4656.772461
	Iteration 48Q: 3 clusters Score -1512354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1512353.125000 Penalty: 4656.772461
	Iteration 49Q: 3 clusters Score -1512353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1512356.875000 Penalty: 4656.772461
	Iteration 50Q: 3 clusters Score -1512357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1512364.000000 Penalty: 4656.772461
	Iteration 51Q: 3 clusters Score -1512364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1512373.000000 Penalty: 4656.772461
	Iteration 52Q: 3 clusters Score -1512373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1512373.625000 Penalty: 4656.772461
	Iteration 53Q: 3 clusters Score -1512374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1512373.375000 Penalty: 4656.772461
	Iteration 54Q: 3 clusters Score -1512373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1512375.875000 Penalty: 4656.772461
	Iteration 55Q: 3 clusters Score -1512376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1512375.875000 Penalty: 4656.772461
	Iteration 56F: 3 clusters Score -1512376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Entering Unmasked Estep 
Score: -1335757.375000 Penalty: 2296.193359
	Iteration 0F: 2 clusters Score -1335757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1327773.875000 Penalty: 4592.386719
	Iteration 0F: 3 clusters Score -1327774 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1330189.125000 Penalty: 4592.386719
	Iteration 1F: 3 clusters Score -1330189 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1330488.625000 Penalty: 4592.386719
	Iteration 2F: 3 clusters Score -1330489 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1330697.625000 Penalty: 4592.386719
	Iteration 3Q: 3 clusters Score -1330698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1330848.750000 Penalty: 4592.386719
	Iteration 4Q: 3 clusters Score -1330849 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1330971.375000 Penalty: 4592.386719
	Iteration 5Q: 3 clusters Score -1330971 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1331100.250000 Penalty: 4592.386719
	Iteration 6Q: 3 clusters Score -1331100 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1331242.375000 Penalty: 4592.386719
	Iteration 7Q: 3 clusters Score -1331242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1331397.000000 Penalty: 4592.386719
	Iteration 8Q: 3 clusters Score -1331397 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1331574.250000 Penalty: 4592.386719
	Iteration 9Q: 3 clusters Score -1331574 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1331811.000000 Penalty: 4592.386719
	Iteration 10Q: 3 clusters Score -1331811 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1332059.750000 Penalty: 4592.386719
	Iteration 11Q: 3 clusters Score -1332060 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1332325.000000 Penalty: 4592.386719
	Iteration 12Q: 3 clusters Score -1332325 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1332638.750000 Penalty: 4592.386719
	Iteration 13Q: 3 clusters Score -1332639 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1332936.375000 Penalty: 4592.386719
	Iteration 14Q: 3 clusters Score -1332936 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1333153.500000 Penalty: 4592.386719
	Iteration 15Q: 3 clusters Score -1333154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1333323.875000 Penalty: 4592.386719
	Iteration 16Q: 3 clusters Score -1333324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1333449.500000 Penalty: 4592.386719
	Iteration 17Q: 3 clusters Score -1333450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1333546.250000 Penalty: 4592.386719
	Iteration 18Q: 3 clusters Score -1333546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1333590.750000 Penalty: 4592.386719
	Iteration 19Q: 3 clusters Score -1333591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1333610.500000 Penalty: 4592.386719
	Iteration 20F: 3 clusters Score -1333610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1333627.500000 Penalty: 4592.386719
	Iteration 21Q: 3 clusters Score -1333628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1333646.375000 Penalty: 4592.386719
	Iteration 22Q: 3 clusters Score -1333646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1333657.500000 Penalty: 4592.386719
	Iteration 23Q: 3 clusters Score -1333658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1333664.375000 Penalty: 4592.386719
	Iteration 24Q: 3 clusters Score -1333664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1333674.375000 Penalty: 4592.386719
	Iteration 25Q: 3 clusters Score -1333674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1333681.500000 Penalty: 4592.386719
	Iteration 26Q: 3 clusters Score -1333682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1333687.625000 Penalty: 4592.386719
	Iteration 27Q: 3 clusters Score -1333688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1333689.750000 Penalty: 4592.386719
	Iteration 28Q: 3 clusters Score -1333690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1333689.875000 Penalty: 4592.386719
	Iteration 29Q: 3 clusters Score -1333690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1333689.250000 Penalty: 4592.386719
	Iteration 30Q: 3 clusters Score -1333689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1333690.125000 Penalty: 4592.386719
	Iteration 31Q: 3 clusters Score -1333690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1333690.125000 Penalty: 4592.386719
	Iteration 32F: 3 clusters Score -1333690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Entering Unmasked Estep 
Score: -7100158.000000 Penalty: 2703.001465
	Iteration 0F: 2 clusters Score -7100158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -7063650.000000 Penalty: 5406.002930
	Iteration 0F: 3 clusters Score -7063650 nChanged 25197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -7077641.500000 Penalty: 5406.002930
	Iteration 1F: 3 clusters Score -7077642 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7078094.000000 Penalty: 5406.002930
	Iteration 2Q: 3 clusters Score -7078094 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -7078662.000000 Penalty: 5406.002930
	Iteration 3Q: 3 clusters Score -7078662 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7079236.000000 Penalty: 5406.002930
	Iteration 4Q: 3 clusters Score -7079236 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7079968.000000 Penalty: 5406.002930
	Iteration 5Q: 3 clusters Score -7079968 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -7080929.500000 Penalty: 5406.002930
	Iteration 6Q: 3 clusters Score -7080930 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7082285.500000 Penalty: 5406.002930
	Iteration 7Q: 3 clusters Score -7082286 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -7084212.000000 Penalty: 5406.002930
	Iteration 8F: 3 clusters Score -7084212 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -7086828.000000 Penalty: 5406.002930
	Iteration 9F: 3 clusters Score -7086828 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -7089712.500000 Penalty: 5406.002930
	Iteration 10F: 3 clusters Score -7089712 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7092096.500000 Penalty: 5406.002930
	Iteration 11F: 3 clusters Score -7092096 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7093365.500000 Penalty: 5406.002930
	Iteration 12Q: 3 clusters Score -7093366 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -7093911.500000 Penalty: 5406.002930
	Iteration 13Q: 3 clusters Score -7093912 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -7094179.500000 Penalty: 5406.002930
	Iteration 14Q: 3 clusters Score -7094180 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7094384.000000 Penalty: 5406.002930
	Iteration 15Q: 3 clusters Score -7094384 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -7094520.000000 Penalty: 5406.002930
	Iteration 16Q: 3 clusters Score -7094520 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -7094674.500000 Penalty: 5406.002930
	Iteration 17Q: 3 clusters Score -7094674 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7094808.500000 Penalty: 5406.002930
	Iteration 18Q: 3 clusters Score -7094808 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -7094989.000000 Penalty: 5406.002930
	Iteration 19Q: 3 clusters Score -7094989 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -7095163.000000 Penalty: 5406.002930
	Iteration 20F: 3 clusters Score -7095163 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -7095351.000000 Penalty: 5406.002930
	Iteration 21Q: 3 clusters Score -7095351 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7095561.500000 Penalty: 5406.002930
	Iteration 22Q: 3 clusters Score -7095562 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -7095742.500000 Penalty: 5406.002930
	Iteration 23Q: 3 clusters Score -7095742 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -7096030.500000 Penalty: 5406.002930
	Iteration 24Q: 3 clusters Score -7096030 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -7096367.000000 Penalty: 5406.002930
	Iteration 25Q: 3 clusters Score -7096367 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -7096711.500000 Penalty: 5406.002930
	Iteration 26Q: 3 clusters Score -7096712 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -7097139.500000 Penalty: 5406.002930
	Iteration 27Q: 3 clusters Score -7097140 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7097561.500000 Penalty: 5406.002930
	Iteration 28Q: 3 clusters Score -7097562 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7097965.000000 Penalty: 5406.002930
	Iteration 29Q: 3 clusters Score -7097965 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7098450.000000 Penalty: 5406.002930
	Iteration 30Q: 3 clusters Score -7098450 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7098823.000000 Penalty: 5406.002930
	Iteration 31Q: 3 clusters Score -7098823 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7099138.000000 Penalty: 5406.002930
	Iteration 32Q: 3 clusters Score -7099138 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -7099331.500000 Penalty: 5406.002930
	Iteration 33Q: 3 clusters Score -7099332 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -7099474.000000 Penalty: 5406.002930
	Iteration 34Q: 3 clusters Score -7099474 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -7099571.500000 Penalty: 5406.002930
	Iteration 35Q: 3 clusters Score -7099572 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7099683.500000 Penalty: 5406.002930
	Iteration 36Q: 3 clusters Score -7099684 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -7099725.500000 Penalty: 5406.002930
	Iteration 37Q: 3 clusters Score -7099726 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7099830.500000 Penalty: 5406.002930
	Iteration 38Q: 3 clusters Score -7099830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7099905.000000 Penalty: 5406.002930
	Iteration 39Q: 3 clusters Score -7099905 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7099936.500000 Penalty: 5406.002930
	Iteration 40F: 3 clusters Score -7099936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -7099988.500000 Penalty: 5406.002930
	Iteration 41Q: 3 clusters Score -7099988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -7100038.000000 Penalty: 5406.002930
	Iteration 42Q: 3 clusters Score -7100038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -7100048.500000 Penalty: 5406.002930
	Iteration 43Q: 3 clusters Score -7100048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -7100064.000000 Penalty: 5406.002930
	Iteration 44Q: 3 clusters Score -7100064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -7100079.500000 Penalty: 5406.002930
	Iteration 45Q: 3 clusters Score -7100080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7100091.500000 Penalty: 5406.002930
	Iteration 46Q: 3 clusters Score -7100092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -7100073.500000 Penalty: 5406.002930
	Iteration 47Q: 3 clusters Score -7100074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -7100055.000000 Penalty: 5406.002930
	Iteration 48Q: 3 clusters Score -7100055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -7100077.500000 Penalty: 5406.002930
	Iteration 49Q: 3 clusters Score -7100078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -7100085.500000 Penalty: 5406.002930
	Iteration 50Q: 3 clusters Score -7100086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7100091.000000 Penalty: 5406.002930
	Iteration 51Q: 3 clusters Score -7100091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -7100101.500000 Penalty: 5406.002930
	Iteration 52Q: 3 clusters Score -7100102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -7100105.500000 Penalty: 5406.002930
	Iteration 53Q: 3 clusters Score -7100106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7100113.000000 Penalty: 5406.002930
	Iteration 54Q: 3 clusters Score -7100113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -7100104.000000 Penalty: 5406.002930
	Iteration 55Q: 3 clusters Score -7100104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -7100095.000000 Penalty: 5406.002930
	Iteration 56Q: 3 clusters Score -7100095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -7100108.000000 Penalty: 5406.002930
	Iteration 57Q: 3 clusters Score -7100108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -7100116.500000 Penalty: 5406.002930
	Iteration 58Q: 3 clusters Score -7100116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -7100116.500000 Penalty: 5406.002930
	Iteration 59Q: 3 clusters Score -7100116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -7100126.000000 Penalty: 5406.002930
	Iteration 60F: 3 clusters Score -7100126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7100123.500000 Penalty: 5406.002930
	Iteration 61Q: 3 clusters Score -7100124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -7100123.000000 Penalty: 5406.002930
	Iteration 62Q: 3 clusters Score -7100123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -7100121.000000 Penalty: 5406.002930
	Iteration 63Q: 3 clusters Score -7100121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -7100117.000000 Penalty: 5406.002930
	Iteration 64Q: 3 clusters Score -7100117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -7100117.000000 Penalty: 5406.002930
	Iteration 65Q: 3 clusters Score -7100117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7100111.000000 Penalty: 5406.002930
	Iteration 66Q: 3 clusters Score -7100111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -7100113.500000 Penalty: 5406.002930
	Iteration 67Q: 3 clusters Score -7100114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -7100111.000000 Penalty: 5406.002930
	Iteration 68Q: 3 clusters Score -7100111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -7100111.000000 Penalty: 5406.002930
	Iteration 69F: 3 clusters Score -7100111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2457061.750000 Penalty: 2447.010986
	Iteration 0F: 2 clusters Score -2457062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2443393.750000 Penalty: 4894.021973
	Iteration 0F: 3 clusters Score -2443394 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2448018.750000 Penalty: 4894.021973
	Iteration 1F: 3 clusters Score -2448019 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2448451.500000 Penalty: 4894.021973
	Iteration 2F: 3 clusters Score -2448452 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2448911.250000 Penalty: 4894.021973
	Iteration 3Q: 3 clusters Score -2448911 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2449503.000000 Penalty: 4894.021973
	Iteration 4Q: 3 clusters Score -2449503 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2450255.000000 Penalty: 4894.021973
	Iteration 5F: 3 clusters Score -2450255 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2451164.500000 Penalty: 4894.021973
	Iteration 6F: 3 clusters Score -2451164 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2452109.750000 Penalty: 4894.021973
	Iteration 7F: 3 clusters Score -2452110 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2452972.500000 Penalty: 4894.021973
	Iteration 8F: 3 clusters Score -2452972 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2453631.250000 Penalty: 4894.021973
	Iteration 9Q: 3 clusters Score -2453631 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2454085.750000 Penalty: 4894.021973
	Iteration 10Q: 3 clusters Score -2454086 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2454453.500000 Penalty: 4894.021973
	Iteration 11Q: 3 clusters Score -2454454 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2454707.250000 Penalty: 4894.021973
	Iteration 12Q: 3 clusters Score -2454707 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2454870.000000 Penalty: 4894.021973
	Iteration 13Q: 3 clusters Score -2454870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2454985.250000 Penalty: 4894.021973
	Iteration 14Q: 3 clusters Score -2454985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2455084.250000 Penalty: 4894.021973
	Iteration 15Q: 3 clusters Score -2455084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2455151.250000 Penalty: 4894.021973
	Iteration 16Q: 3 clusters Score -2455151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2455190.000000 Penalty: 4894.021973
	Iteration 17Q: 3 clusters Score -2455190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2455239.500000 Penalty: 4894.021973
	Iteration 18Q: 3 clusters Score -2455240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2455266.500000 Penalty: 4894.021973
	Iteration 19Q: 3 clusters Score -2455266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2455288.500000 Penalty: 4894.021973
	Iteration 20F: 3 clusters Score -2455288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2455305.000000 Penalty: 4894.021973
	Iteration 21Q: 3 clusters Score -2455305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2455312.750000 Penalty: 4894.021973
	Iteration 22Q: 3 clusters Score -2455313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2455314.750000 Penalty: 4894.021973
	Iteration 23Q: 3 clusters Score -2455315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2455318.250000 Penalty: 4894.021973
	Iteration 24Q: 3 clusters Score -2455318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2455320.750000 Penalty: 4894.021973
	Iteration 25Q: 3 clusters Score -2455321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2455330.000000 Penalty: 4894.021973
	Iteration 26Q: 3 clusters Score -2455330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2455326.000000 Penalty: 4894.021973
	Iteration 27Q: 3 clusters Score -2455326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2455334.500000 Penalty: 4894.021973
	Iteration 28Q: 3 clusters Score -2455334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2455331.250000 Penalty: 4894.021973
	Iteration 29Q: 3 clusters Score -2455331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2455330.000000 Penalty: 4894.021973
	Iteration 30Q: 3 clusters Score -2455330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2455328.250000 Penalty: 4894.021973
	Iteration 31Q: 3 clusters Score -2455328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2455330.000000 Penalty: 4894.021973
	Iteration 32Q: 3 clusters Score -2455330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2455332.500000 Penalty: 4894.021973
	Iteration 33Q: 3 clusters Score -2455332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2455334.250000 Penalty: 4894.021973
	Iteration 34Q: 3 clusters Score -2455334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2455335.750000 Penalty: 4894.021973
	Iteration 35Q: 3 clusters Score -2455336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2455336.500000 Penalty: 4894.021973
	Iteration 36Q: 3 clusters Score -2455336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2455337.250000 Penalty: 4894.021973
	Iteration 37Q: 3 clusters Score -2455337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2455338.750000 Penalty: 4894.021973
	Iteration 38Q: 3 clusters Score -2455339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2455338.750000 Penalty: 4894.021973
	Iteration 39F: 3 clusters Score -2455339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Entering Unmasked Estep 
Score: -5677923.500000 Penalty: 2654.916748
	Iteration 0F: 2 clusters Score -5677924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5647710.500000 Penalty: 5309.833496
	Iteration 0F: 3 clusters Score -5647710 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5658916.500000 Penalty: 5309.833496
	Iteration 1F: 3 clusters Score -5658916 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -5659469.500000 Penalty: 5309.833496
	Iteration 2Q: 3 clusters Score -5659470 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5659862.500000 Penalty: 5309.833496
	Iteration 3Q: 3 clusters Score -5659862 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5660420.000000 Penalty: 5309.833496
	Iteration 4Q: 3 clusters Score -5660420 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5661056.000000 Penalty: 5309.833496
	Iteration 5Q: 3 clusters Score -5661056 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -5662075.000000 Penalty: 5309.833496
	Iteration 6Q: 3 clusters Score -5662075 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -5663805.500000 Penalty: 5309.833496
	Iteration 7F: 3 clusters Score -5663806 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5666450.000000 Penalty: 5309.833496
	Iteration 8F: 3 clusters Score -5666450 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5669866.000000 Penalty: 5309.833496
	Iteration 9F: 3 clusters Score -5669866 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5672919.000000 Penalty: 5309.833496
	Iteration 10F: 3 clusters Score -5672919 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5674716.000000 Penalty: 5309.833496
	Iteration 11Q: 3 clusters Score -5674716 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5675403.000000 Penalty: 5309.833496
	Iteration 12Q: 3 clusters Score -5675403 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -5675671.000000 Penalty: 5309.833496
	Iteration 13Q: 3 clusters Score -5675671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5675805.000000 Penalty: 5309.833496
	Iteration 14Q: 3 clusters Score -5675805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5675860.000000 Penalty: 5309.833496
	Iteration 15Q: 3 clusters Score -5675860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5675880.500000 Penalty: 5309.833496
	Iteration 16Q: 3 clusters Score -5675880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5675897.500000 Penalty: 5309.833496
	Iteration 17Q: 3 clusters Score -5675898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5675904.000000 Penalty: 5309.833496
	Iteration 18Q: 3 clusters Score -5675904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5675903.000000 Penalty: 5309.833496
	Iteration 19Q: 3 clusters Score -5675903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5675912.500000 Penalty: 5309.833496
	Iteration 20F: 3 clusters Score -5675912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5675915.500000 Penalty: 5309.833496
	Iteration 21Q: 3 clusters Score -5675916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5675917.500000 Penalty: 5309.833496
	Iteration 22Q: 3 clusters Score -5675918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5675919.500000 Penalty: 5309.833496
	Iteration 23Q: 3 clusters Score -5675920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5675927.500000 Penalty: 5309.833496
	Iteration 24Q: 3 clusters Score -5675928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5675924.500000 Penalty: 5309.833496
	Iteration 25Q: 3 clusters Score -5675924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5675924.500000 Penalty: 5309.833496
	Iteration 26F: 3 clusters Score -5675924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1000016.875000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1000017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -993509.500000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -993509.5 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -995236.812500 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -995236.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -995531.250000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -995531.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -995763.750000 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -995763.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -995952.000000 Penalty: 4470.320312
	Iteration 4Q: 3 clusters Score -995952 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -996116.062500 Penalty: 4470.320312
	Iteration 5Q: 3 clusters Score -996116.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -996300.437500 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -996300.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -996512.875000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -996512.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -996749.875000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -996749.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -997013.375000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -997013.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -997239.750000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -997239.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -997400.750000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -997400.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -997510.187500 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -997510.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -997616.062500 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -997616.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -997696.250000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -997696.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -997782.062500 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -997782.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -997853.750000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -997853.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -997903.000000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -997903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -997941.125000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -997941.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -997982.500000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -997982.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -998018.625000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -998018.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -998039.625000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -998039.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -998063.187500 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -998063.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -998077.062500 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -998077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -998087.437500 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -998087.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -998098.125000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -998098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -998103.562500 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -998103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -998112.062500 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -998112.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -998117.750000 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -998117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -998119.062500 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -998119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -998121.687500 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -998121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -998126.000000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -998126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -998128.875000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -998128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -998130.625000 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -998130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -998131.500000 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -998131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -998134.937500 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -998134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -998138.875000 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -998138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -998141.500000 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -998141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -998141.250000 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -998141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -998143.562500 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -998143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -998144.062500 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -998144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -998149.250000 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -998149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -998148.875000 Penalty: 4470.320312
	Iteration 42Q: 3 clusters Score -998148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -998153.250000 Penalty: 4470.320312
	Iteration 43Q: 3 clusters Score -998153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -998153.437500 Penalty: 4470.320312
	Iteration 44Q: 3 clusters Score -998153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -998155.625000 Penalty: 4470.320312
	Iteration 45Q: 3 clusters Score -998155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -998154.437500 Penalty: 4470.320312
	Iteration 46Q: 3 clusters Score -998154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -998153.937500 Penalty: 4470.320312
	Iteration 47Q: 3 clusters Score -998153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -998155.500000 Penalty: 4470.320312
	Iteration 48Q: 3 clusters Score -998155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -998156.812500 Penalty: 4470.320312
	Iteration 49Q: 3 clusters Score -998156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -998156.812500 Penalty: 4470.320312
	Iteration 50F: 3 clusters Score -998156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 198 members 
Entering Unmasked Estep 
Score: -42214.441406 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42214.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42542.230469 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42542.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42671.093750 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42671.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42769.273438 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -42769.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42864.253906 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -42864.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42943.210938 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -42943.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42998.738281 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -42998.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43062.714844 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -43062.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43170.792969 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -43170.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43208.988281 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -43208.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43213.417969 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -43213.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43214.402344 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -43214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43217.894531 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -43217.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43219.007812 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -43219.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43219.007812 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -43219.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 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 312 members 
Entering Unmasked Estep 
Score: -67297.414062 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67297.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67628.507812 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67628.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67855.320312 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67855.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67992.445312 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -67992.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68121.570312 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -68121.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68213.359375 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68213.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68263.226562 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68263.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68320.375000 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68320.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68379.250000 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68379.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68509.726562 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68509.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68677.218750 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68677.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68735.187500 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68735.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68839.929688 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68839.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68916.023438 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -68916.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68936.046875 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -68936.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68939.296875 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -68939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68939.296875 Penalty: 3177.812500
	Iteration 16F: 3 clusters Score -68939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 314 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Mstep: Class 35 contains 292 members 
Entering Unmasked Estep 
Score: -104954144.000000 Penalty: 118401.421875
Splitting cluster 27 changes total score from -104955944.000000 to -104954144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Entering Unmasked Estep 
Score: -1726348.125000 Penalty: 2365.438965
	Iteration 0F: 2 clusters Score -1726348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1716225.375000 Penalty: 4730.877930
	Iteration 0F: 3 clusters Score -1716225 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1719540.125000 Penalty: 4730.877930
	Iteration 1F: 3 clusters Score -1719540 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1720155.750000 Penalty: 4730.877930
	Iteration 2F: 3 clusters Score -1720156 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1720650.375000 Penalty: 4730.877930
	Iteration 3F: 3 clusters Score -1720650 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1721074.500000 Penalty: 4730.877930
	Iteration 4F: 3 clusters Score -1721074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1721456.625000 Penalty: 4730.877930
	Iteration 5F: 3 clusters Score -1721457 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1721802.250000 Penalty: 4730.877930
	Iteration 6Q: 3 clusters Score -1721802 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1722097.000000 Penalty: 4730.877930
	Iteration 7Q: 3 clusters Score -1722097 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1722372.500000 Penalty: 4730.877930
	Iteration 8Q: 3 clusters Score -1722372 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1722604.750000 Penalty: 4730.877930
	Iteration 9Q: 3 clusters Score -1722605 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1722844.625000 Penalty: 4730.877930
	Iteration 10Q: 3 clusters Score -1722845 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1723106.875000 Penalty: 4730.877930
	Iteration 11Q: 3 clusters Score -1723107 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1723393.000000 Penalty: 4730.877930
	Iteration 12Q: 3 clusters Score -1723393 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1723698.250000 Penalty: 4730.877930
	Iteration 13Q: 3 clusters Score -1723698 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1724007.375000 Penalty: 4730.877930
	Iteration 14Q: 3 clusters Score -1724007 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1724239.250000 Penalty: 4730.877930
	Iteration 15Q: 3 clusters Score -1724239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1724414.500000 Penalty: 4730.877930
	Iteration 16Q: 3 clusters Score -1724414 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1724538.125000 Penalty: 4730.877930
	Iteration 17Q: 3 clusters Score -1724538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1724634.875000 Penalty: 4730.877930
	Iteration 18Q: 3 clusters Score -1724635 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1724705.500000 Penalty: 4730.877930
	Iteration 19Q: 3 clusters Score -1724706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1724764.375000 Penalty: 4730.877930
	Iteration 20F: 3 clusters Score -1724764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1724812.750000 Penalty: 4730.877930
	Iteration 21Q: 3 clusters Score -1724813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1724842.250000 Penalty: 4730.877930
	Iteration 22Q: 3 clusters Score -1724842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1724878.250000 Penalty: 4730.877930
	Iteration 23Q: 3 clusters Score -1724878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1724916.125000 Penalty: 4730.877930
	Iteration 24Q: 3 clusters Score -1724916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1724932.750000 Penalty: 4730.877930
	Iteration 25Q: 3 clusters Score -1724933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1724957.750000 Penalty: 4730.877930
	Iteration 26Q: 3 clusters Score -1724958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1724974.250000 Penalty: 4730.877930
	Iteration 27Q: 3 clusters Score -1724974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1724988.250000 Penalty: 4730.877930
	Iteration 28Q: 3 clusters Score -1724988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1724989.375000 Penalty: 4730.877930
	Iteration 29Q: 3 clusters Score -1724989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1724994.375000 Penalty: 4730.877930
	Iteration 30Q: 3 clusters Score -1724994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1725001.125000 Penalty: 4730.877930
	Iteration 31Q: 3 clusters Score -1725001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1725009.500000 Penalty: 4730.877930
	Iteration 32Q: 3 clusters Score -1725010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1725014.125000 Penalty: 4730.877930
	Iteration 33Q: 3 clusters Score -1725014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1725013.625000 Penalty: 4730.877930
	Iteration 34Q: 3 clusters Score -1725014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1725016.500000 Penalty: 4730.877930
	Iteration 35Q: 3 clusters Score -1725016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1725021.250000 Penalty: 4730.877930
	Iteration 36Q: 3 clusters Score -1725021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1725022.375000 Penalty: 4730.877930
	Iteration 37Q: 3 clusters Score -1725022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1725024.000000 Penalty: 4730.877930
	Iteration 38Q: 3 clusters Score -1725024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1725024.125000 Penalty: 4730.877930
	Iteration 39Q: 3 clusters Score -1725024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1725022.000000 Penalty: 4730.877930
	Iteration 40F: 3 clusters Score -1725022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1034618.375000 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -1034618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1027279.875000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -1027280 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1029971.625000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -1029972 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1030865.187500 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -1030865 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1031667.625000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -1031668 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1032396.687500 Penalty: 4545.750488
	Iteration 4F: 3 clusters Score -1032397 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1032973.000000 Penalty: 4545.750488
	Iteration 5F: 3 clusters Score -1032973 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1033365.500000 Penalty: 4545.750488
	Iteration 6F: 3 clusters Score -1033366 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1033619.500000 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -1033620 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1033785.937500 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -1033786 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1033910.000000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -1033910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1033989.062500 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -1033989 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1034047.625000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -1034048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1034095.187500 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -1034095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1034134.062500 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -1034134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1034181.500000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -1034182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1034226.437500 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -1034226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1034260.937500 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -1034261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1034290.937500 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -1034291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1034316.375000 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -1034316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1034346.312500 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -1034346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1034367.500000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -1034368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1034390.500000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -1034390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1034406.750000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -1034407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1034424.375000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -1034424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1034445.000000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -1034445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1034464.750000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -1034465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1034484.062500 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -1034484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1034507.812500 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -1034508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1034524.062500 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -1034524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1034537.000000 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -1034537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1034555.000000 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -1034555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1034566.437500 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -1034566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1034575.187500 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -1034575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1034583.875000 Penalty: 4545.750488
	Iteration 33Q: 3 clusters Score -1034584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1034588.500000 Penalty: 4545.750488
	Iteration 34Q: 3 clusters Score -1034588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1034595.812500 Penalty: 4545.750488
	Iteration 35Q: 3 clusters Score -1034596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1034603.750000 Penalty: 4545.750488
	Iteration 36Q: 3 clusters Score -1034604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1034611.312500 Penalty: 4545.750488
	Iteration 37Q: 3 clusters Score -1034611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1034618.875000 Penalty: 4545.750488
	Iteration 38Q: 3 clusters Score -1034619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1034621.500000 Penalty: 4545.750488
	Iteration 39Q: 3 clusters Score -1034622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1034634.187500 Penalty: 4545.750488
	Iteration 40F: 3 clusters Score -1034634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1034645.125000 Penalty: 4545.750488
	Iteration 41Q: 3 clusters Score -1034645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1034650.687500 Penalty: 4545.750488
	Iteration 42Q: 3 clusters Score -1034651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1034655.125000 Penalty: 4545.750488
	Iteration 43Q: 3 clusters Score -1034655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1034655.937500 Penalty: 4545.750488
	Iteration 44Q: 3 clusters Score -1034656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1034662.562500 Penalty: 4545.750488
	Iteration 45Q: 3 clusters Score -1034663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1034663.562500 Penalty: 4545.750488
	Iteration 46Q: 3 clusters Score -1034664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1034667.000000 Penalty: 4545.750488
	Iteration 47Q: 3 clusters Score -1034667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1034665.875000 Penalty: 4545.750488
	Iteration 48Q: 3 clusters Score -1034666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1034668.312500 Penalty: 4545.750488
	Iteration 49Q: 3 clusters Score -1034668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1034668.750000 Penalty: 4545.750488
	Iteration 50Q: 3 clusters Score -1034669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1034667.562500 Penalty: 4545.750488
	Iteration 51Q: 3 clusters Score -1034668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1034667.562500 Penalty: 4545.750488
	Iteration 52F: 3 clusters Score -1034668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 7377 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Mstep: Class 35 contains 2178 members 
Entering Unmasked Estep 
Score: -104954912.000000 Penalty: 118401.421875
Splitting cluster 29 changes total score from -104955944.000000 to -104954912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -1049687.500000 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -1049688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1042536.937500 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -1042537 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1044837.500000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -1044838 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1045297.500000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -1045298 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1045736.187500 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -1045736 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1046119.312500 Penalty: 4534.515625
	Iteration 4F: 3 clusters Score -1046119 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1046367.375000 Penalty: 4534.515625
	Iteration 5Q: 3 clusters Score -1046367 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1046574.562500 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -1046575 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1046751.937500 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -1046752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1046896.250000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -1046896 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1047036.937500 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -1047037 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1047189.375000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -1047189 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1047339.500000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -1047340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1047450.937500 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -1047451 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1047568.375000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -1047568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1047675.000000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -1047675 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1047773.875000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -1047774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1047846.125000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -1047846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1047908.812500 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -1047909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1047968.812500 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -1047969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1048023.562500 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -1048024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1048070.187500 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -1048070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1048121.562500 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -1048122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1048168.500000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -1048168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1048201.187500 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -1048201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1048229.375000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -1048229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1048259.812500 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -1048260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1048276.312500 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -1048276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1048288.562500 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -1048289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1048298.812500 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -1048299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1048308.875000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -1048309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1048324.687500 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -1048325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1048343.625000 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -1048344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1048360.000000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -1048360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1048372.562500 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -1048373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1048388.187500 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -1048388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1048403.312500 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -1048403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1048416.625000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -1048417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1048426.125000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -1048426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1048434.312500 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -1048434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1048442.562500 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -1048443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1048445.375000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -1048445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1048445.312500 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -1048445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1048445.625000 Penalty: 4534.515625
	Iteration 42Q: 3 clusters Score -1048446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1048445.625000 Penalty: 4534.515625
	Iteration 43F: 3 clusters Score -1048446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -569012.562500 Penalty: 2100.220947
	Iteration 0F: 2 clusters Score -569012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -564635.437500 Penalty: 4200.441895
	Iteration 0F: 3 clusters Score -564635.4 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -565709.812500 Penalty: 4200.441895
	Iteration 1F: 3 clusters Score -565709.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -565920.562500 Penalty: 4200.441895
	Iteration 2F: 3 clusters Score -565920.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -566096.125000 Penalty: 4200.441895
	Iteration 3F: 3 clusters Score -566096.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -566339.312500 Penalty: 4200.441895
	Iteration 4F: 3 clusters Score -566339.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -566784.062500 Penalty: 4200.441895
	Iteration 5F: 3 clusters Score -566784.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -567359.187500 Penalty: 4200.441895
	Iteration 6F: 3 clusters Score -567359.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -567983.375000 Penalty: 4200.441895
	Iteration 7F: 3 clusters Score -567983.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -568463.937500 Penalty: 4200.441895
	Iteration 8F: 3 clusters Score -568463.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -568736.812500 Penalty: 4200.441895
	Iteration 9Q: 3 clusters Score -568736.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -568899.062500 Penalty: 4200.441895
	Iteration 10Q: 3 clusters Score -568899.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -568979.937500 Penalty: 4200.441895
	Iteration 11Q: 3 clusters Score -568979.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -569024.437500 Penalty: 4200.441895
	Iteration 12Q: 3 clusters Score -569024.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -569043.937500 Penalty: 4200.441895
	Iteration 13Q: 3 clusters Score -569043.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -569057.937500 Penalty: 4200.441895
	Iteration 14Q: 3 clusters Score -569057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -569065.000000 Penalty: 4200.441895
	Iteration 15Q: 3 clusters Score -569065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -569068.750000 Penalty: 4200.441895
	Iteration 16Q: 3 clusters Score -569068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -569072.687500 Penalty: 4200.441895
	Iteration 17Q: 3 clusters Score -569072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -569075.625000 Penalty: 4200.441895
	Iteration 18Q: 3 clusters Score -569075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -569078.125000 Penalty: 4200.441895
	Iteration 19Q: 3 clusters Score -569078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -569079.750000 Penalty: 4200.441895
	Iteration 20F: 3 clusters Score -569079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -569081.250000 Penalty: 4200.441895
	Iteration 21Q: 3 clusters Score -569081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -569083.875000 Penalty: 4200.441895
	Iteration 22Q: 3 clusters Score -569083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -569086.500000 Penalty: 4200.441895
	Iteration 23Q: 3 clusters Score -569086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -569089.750000 Penalty: 4200.441895
	Iteration 24Q: 3 clusters Score -569089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -569090.125000 Penalty: 4200.441895
	Iteration 25Q: 3 clusters Score -569090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -569092.500000 Penalty: 4200.441895
	Iteration 26Q: 3 clusters Score -569092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -569092.750000 Penalty: 4200.441895
	Iteration 27Q: 3 clusters Score -569092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -569094.187500 Penalty: 4200.441895
	Iteration 28Q: 3 clusters Score -569094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -569092.750000 Penalty: 4200.441895
	Iteration 29Q: 3 clusters Score -569092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -569094.937500 Penalty: 4200.441895
	Iteration 30Q: 3 clusters Score -569094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -569095.812500 Penalty: 4200.441895
	Iteration 31Q: 3 clusters Score -569095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -569096.062500 Penalty: 4200.441895
	Iteration 32Q: 3 clusters Score -569096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -569095.562500 Penalty: 4200.441895
	Iteration 33Q: 3 clusters Score -569095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -569096.437500 Penalty: 4200.441895
	Iteration 34Q: 3 clusters Score -569096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -569096.437500 Penalty: 4200.441895
	Iteration 35F: 3 clusters Score -569096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Mstep: Class 35 contains 1966 members 
Entering Unmasked Estep 
Score: -104954912.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104955944.000000 to -104954912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -531421.875000 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -531421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -527295.312500 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -527295.3 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -528237.812500 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -528237.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -528521.500000 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -528521.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -528734.500000 Penalty: 4156.479004
	Iteration 3F: 3 clusters Score -528734.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -528916.875000 Penalty: 4156.479004
	Iteration 4Q: 3 clusters Score -528916.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -529068.875000 Penalty: 4156.479004
	Iteration 5Q: 3 clusters Score -529068.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -529174.187500 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -529174.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -529283.062500 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -529283.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529435.375000 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -529435.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -529611.875000 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -529611.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -529741.625000 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -529741.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -529842.500000 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -529842.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -529918.812500 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -529918.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -529978.937500 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -529978.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -530031.875000 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -530031.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -530074.000000 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -530074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -530104.000000 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -530104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -530129.375000 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -530129.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -530150.125000 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -530150.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -530169.625000 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -530169.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -530185.937500 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -530185.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -530194.562500 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -530194.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -530198.812500 Penalty: 4156.479004
	Iteration 22Q: 3 clusters Score -530198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -530202.312500 Penalty: 4156.479004
	Iteration 23Q: 3 clusters Score -530202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -530205.437500 Penalty: 4156.479004
	Iteration 24Q: 3 clusters Score -530205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -530205.750000 Penalty: 4156.479004
	Iteration 25Q: 3 clusters Score -530205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -530205.187500 Penalty: 4156.479004
	Iteration 26Q: 3 clusters Score -530205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -530206.625000 Penalty: 4156.479004
	Iteration 27Q: 3 clusters Score -530206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -530206.625000 Penalty: 4156.479004
	Iteration 28Q: 3 clusters Score -530206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -530208.250000 Penalty: 4156.479004
	Iteration 29Q: 3 clusters Score -530208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -530208.250000 Penalty: 4156.479004
	Iteration 30F: 3 clusters Score -530208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -37287.972656 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -37287.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35985.156250 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -35985.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36246.160156 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -36246.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36398.183594 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -36398.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36437.550781 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -36437.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36448.683594 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -36448.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36457.468750 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -36457.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36457.468750 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -36457.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Entering Unmasked Estep 
Score: -2018515.375000 Penalty: 2390.310791
	Iteration 0F: 2 clusters Score -2018515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2007435.875000 Penalty: 4780.621582
	Iteration 0F: 3 clusters Score -2007436 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2010910.625000 Penalty: 4780.621582
	Iteration 1F: 3 clusters Score -2010911 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2011262.000000 Penalty: 4780.621582
	Iteration 2F: 3 clusters Score -2011262 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2011540.625000 Penalty: 4780.621582
	Iteration 3Q: 3 clusters Score -2011541 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2011784.625000 Penalty: 4780.621582
	Iteration 4Q: 3 clusters Score -2011785 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2012028.375000 Penalty: 4780.621582
	Iteration 5Q: 3 clusters Score -2012028 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2012301.375000 Penalty: 4780.621582
	Iteration 6Q: 3 clusters Score -2012301 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2012608.375000 Penalty: 4780.621582
	Iteration 7Q: 3 clusters Score -2012608 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2012983.500000 Penalty: 4780.621582
	Iteration 8Q: 3 clusters Score -2012984 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2013503.625000 Penalty: 4780.621582
	Iteration 9F: 3 clusters Score -2013504 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2014099.875000 Penalty: 4780.621582
	Iteration 10F: 3 clusters Score -2014100 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2014727.125000 Penalty: 4780.621582
	Iteration 11F: 3 clusters Score -2014727 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2015327.625000 Penalty: 4780.621582
	Iteration 12Q: 3 clusters Score -2015328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2015821.500000 Penalty: 4780.621582
	Iteration 13Q: 3 clusters Score -2015822 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2016181.625000 Penalty: 4780.621582
	Iteration 14Q: 3 clusters Score -2016182 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2016483.125000 Penalty: 4780.621582
	Iteration 15Q: 3 clusters Score -2016483 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2016642.375000 Penalty: 4780.621582
	Iteration 16Q: 3 clusters Score -2016642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2016720.875000 Penalty: 4780.621582
	Iteration 17Q: 3 clusters Score -2016721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2016775.875000 Penalty: 4780.621582
	Iteration 18Q: 3 clusters Score -2016776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2016817.125000 Penalty: 4780.621582
	Iteration 19Q: 3 clusters Score -2016817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2016848.125000 Penalty: 4780.621582
	Iteration 20F: 3 clusters Score -2016848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2016878.000000 Penalty: 4780.621582
	Iteration 21Q: 3 clusters Score -2016878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2016914.000000 Penalty: 4780.621582
	Iteration 22Q: 3 clusters Score -2016914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2016948.000000 Penalty: 4780.621582
	Iteration 23Q: 3 clusters Score -2016948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2016989.875000 Penalty: 4780.621582
	Iteration 24Q: 3 clusters Score -2016990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2017011.250000 Penalty: 4780.621582
	Iteration 25Q: 3 clusters Score -2017011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2017023.875000 Penalty: 4780.621582
	Iteration 26Q: 3 clusters Score -2017024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2017034.000000 Penalty: 4780.621582
	Iteration 27Q: 3 clusters Score -2017034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2017047.625000 Penalty: 4780.621582
	Iteration 28Q: 3 clusters Score -2017048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2017053.875000 Penalty: 4780.621582
	Iteration 29Q: 3 clusters Score -2017054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2017063.000000 Penalty: 4780.621582
	Iteration 30Q: 3 clusters Score -2017063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2017068.875000 Penalty: 4780.621582
	Iteration 31Q: 3 clusters Score -2017069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2017072.625000 Penalty: 4780.621582
	Iteration 32Q: 3 clusters Score -2017073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2017071.375000 Penalty: 4780.621582
	Iteration 33Q: 3 clusters Score -2017071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2017072.875000 Penalty: 4780.621582
	Iteration 34Q: 3 clusters Score -2017073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2017075.875000 Penalty: 4780.621582
	Iteration 35Q: 3 clusters Score -2017076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2017076.625000 Penalty: 4780.621582
	Iteration 36Q: 3 clusters Score -2017077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2017078.750000 Penalty: 4780.621582
	Iteration 37Q: 3 clusters Score -2017079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2017080.500000 Penalty: 4780.621582
	Iteration 38Q: 3 clusters Score -2017080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2017080.500000 Penalty: 4780.621582
	Iteration 39F: 3 clusters Score -2017080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56711 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 54133 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955952.000000 Penalty: 115018.523438
Iteration 199Q: 35 clusters Score -1.04956e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 56715 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 25783 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353283 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62453 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 54131 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 200F: 35 clusters Score -1.049559e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 56722 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 25784 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353281 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62452 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 6263 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10524 members 
Mstep: Class 22 contains 54129 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955888.000000 Penalty: 115018.523438
Iteration 201Q: 35 clusters Score -1.049559e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 56729 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 25783 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353278 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 10535 members 
Mstep: Class 22 contains 54127 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955888.000000 Penalty: 115018.523438
Iteration 202Q: 35 clusters Score -1.049559e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 25782 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353276 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 6255 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11950 members 
Mstep: Class 21 contains 10544 members 
Mstep: Class 22 contains 54123 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955856.000000 Penalty: 115018.523438
Iteration 203Q: 35 clusters Score -1.049559e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56738 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 25782 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353278 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 6251 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 10551 members 
Mstep: Class 22 contains 54118 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13879 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955784.000000 Penalty: 115018.523438
Iteration 204Q: 35 clusters Score -1.049558e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56740 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 25782 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353280 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11947 members 
Mstep: Class 21 contains 10562 members 
Mstep: Class 22 contains 54111 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955800.000000 Penalty: 115018.523438
Iteration 205Q: 35 clusters Score -1.049558e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56745 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 25783 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22727 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353287 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6244 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 10570 members 
Mstep: Class 22 contains 54104 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13877 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955824.000000 Penalty: 115018.523438
Iteration 206Q: 35 clusters Score -1.049558e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56747 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3965 members 
Mstep: Class 5 contains 25784 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353291 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6238 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 10582 members 
Mstep: Class 22 contains 54095 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955792.000000 Penalty: 115018.523438
Iteration 207Q: 35 clusters Score -1.049558e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 56747 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353293 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 10597 members 
Mstep: Class 22 contains 54089 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955864.000000 Penalty: 115018.523438
Iteration 208Q: 35 clusters Score -1.049559e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 56749 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 25786 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353300 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62446 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11940 members 
Mstep: Class 21 contains 10611 members 
Mstep: Class 22 contains 54075 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44594 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955896.000000 Penalty: 115018.523438
Iteration 209Q: 35 clusters Score -1.049559e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56752 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 25786 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353300 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11938 members 
Mstep: Class 21 contains 10622 members 
Mstep: Class 22 contains 54067 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44597 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 210Q: 35 clusters Score -1.049559e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56756 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 25787 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62449 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 54063 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44598 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955904.000000 Penalty: 115018.523438
Iteration 211Q: 35 clusters Score -1.049559e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56763 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 25787 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 353307 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62451 members 
Mstep: Class 17 contains 13693 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 21 contains 10654 members 
Mstep: Class 22 contains 54053 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955808.000000 Penalty: 115018.523438
Iteration 212Q: 35 clusters Score -1.049558e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56766 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 25788 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62453 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11932 members 
Mstep: Class 21 contains 10673 members 
Mstep: Class 22 contains 54046 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13872 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955768.000000 Penalty: 115018.523438
Iteration 213Q: 35 clusters Score -1.049558e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56767 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 25789 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 353310 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62455 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11928 members 
Mstep: Class 21 contains 10689 members 
Mstep: Class 22 contains 54040 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13872 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955824.000000 Penalty: 115018.523438
Iteration 214Q: 35 clusters Score -1.049558e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 353306 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62456 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 10702 members 
Mstep: Class 22 contains 54046 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955760.000000 Penalty: 115018.523438
Iteration 215Q: 35 clusters Score -1.049558e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 25789 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353308 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62458 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 21 contains 10718 members 
Mstep: Class 22 contains 54044 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955848.000000 Penalty: 115018.523438
Iteration 216Q: 35 clusters Score -1.049558e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56772 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353308 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62461 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 10737 members 
Mstep: Class 22 contains 54043 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13874 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955840.000000 Penalty: 115018.523438
Iteration 217Q: 35 clusters Score -1.049558e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56774 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25936 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22727 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353311 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62463 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 21 contains 10746 members 
Mstep: Class 22 contains 54043 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955904.000000 Penalty: 115018.523438
Iteration 218Q: 35 clusters Score -1.049559e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62466 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11919 members 
Mstep: Class 21 contains 10756 members 
Mstep: Class 22 contains 54042 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13873 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955984.000000 Penalty: 115018.523438
Iteration 219Q: 35 clusters Score -1.04956e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353308 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62468 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11918 members 
Mstep: Class 21 contains 10766 members 
Mstep: Class 22 contains 54041 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13872 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9337 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955960.000000 Penalty: 115018.523438
Iteration 220F: 35 clusters Score -1.04956e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353304 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62473 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 21 contains 10772 members 
Mstep: Class 22 contains 54045 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 221Q: 35 clusters Score -1.04956e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56781 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62477 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 10778 members 
Mstep: Class 22 contains 54044 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955920.000000 Penalty: 115018.523438
Iteration 222Q: 35 clusters Score -1.049559e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56783 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62475 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 10787 members 
Mstep: Class 22 contains 54042 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955928.000000 Penalty: 115018.523438
Iteration 223Q: 35 clusters Score -1.049559e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56783 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25940 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62474 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 54044 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 224Q: 35 clusters Score -1.04956e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56781 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353302 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62475 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 10807 members 
Mstep: Class 22 contains 54043 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 225Q: 35 clusters Score -1.04956e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56782 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353298 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62477 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 54047 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13871 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955960.000000 Penalty: 115018.523438
Iteration 226Q: 35 clusters Score -1.04956e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56783 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62478 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 10828 members 
Mstep: Class 22 contains 54045 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9340 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 227Q: 35 clusters Score -1.049559e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56784 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62480 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6152 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11905 members 
Mstep: Class 21 contains 10837 members 
Mstep: Class 22 contains 54042 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13869 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955992.000000 Penalty: 115018.523438
Iteration 228Q: 35 clusters Score -1.04956e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56787 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 25801 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353297 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62483 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 10846 members 
Mstep: Class 22 contains 54036 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13865 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956056.000000 Penalty: 115018.523438
Iteration 229Q: 35 clusters Score -1.049561e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56787 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 3778 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353300 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62485 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 10866 members 
Mstep: Class 22 contains 54027 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13864 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956016.000000 Penalty: 115018.523438
Iteration 230Q: 35 clusters Score -1.04956e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56789 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22726 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62485 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6144 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 10880 members 
Mstep: Class 22 contains 54033 members 
Mstep: Class 23 contains 19283 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13863 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955984.000000 Penalty: 115018.523438
Iteration 231Q: 35 clusters Score -1.04956e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56790 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3748 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22727 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353298 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62486 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6141 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 54031 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13862 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955984.000000 Penalty: 115018.523438
Iteration 232Q: 35 clusters Score -1.04956e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56792 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22728 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353298 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6136 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11895 members 
Mstep: Class 21 contains 10923 members 
Mstep: Class 22 contains 54023 members 
Mstep: Class 23 contains 19285 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13860 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955920.000000 Penalty: 115018.523438
Iteration 233Q: 35 clusters Score -1.049559e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56795 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62489 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6126 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 54024 members 
Mstep: Class 23 contains 19286 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 234Q: 35 clusters Score -1.04956e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56797 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353302 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62489 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6122 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11893 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 54021 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13857 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 235Q: 35 clusters Score -1.04956e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56796 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 54022 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13857 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955952.000000 Penalty: 115018.523438
Iteration 236Q: 35 clusters Score -1.04956e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56800 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353306 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62492 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 54021 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 237Q: 35 clusters Score -1.049559e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56802 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353308 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 10983 members 
Mstep: Class 22 contains 54017 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955960.000000 Penalty: 115018.523438
Iteration 238Q: 35 clusters Score -1.04956e+08 nChanged 36
Entering ConstructFrom: 
Score: -104955960.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (14399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Entering Unmasked Estep 
Score: -1815313.375000 Penalty: 2374.578613
	Iteration 0F: 2 clusters Score -1815313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1804936.875000 Penalty: 4749.157227
	Iteration 0F: 3 clusters Score -1804937 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1808295.125000 Penalty: 4749.157227
	Iteration 1F: 3 clusters Score -1808295 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1808803.375000 Penalty: 4749.157227
	Iteration 2F: 3 clusters Score -1808803 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1809452.125000 Penalty: 4749.157227
	Iteration 3F: 3 clusters Score -1809452 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1810276.500000 Penalty: 4749.157227
	Iteration 4F: 3 clusters Score -1810276 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1811119.875000 Penalty: 4749.157227
	Iteration 5F: 3 clusters Score -1811120 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1811876.750000 Penalty: 4749.157227
	Iteration 6F: 3 clusters Score -1811877 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1812458.000000 Penalty: 4749.157227
	Iteration 7F: 3 clusters Score -1812458 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1812782.750000 Penalty: 4749.157227
	Iteration 8Q: 3 clusters Score -1812783 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1812968.500000 Penalty: 4749.157227
	Iteration 9Q: 3 clusters Score -1812968 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1813076.125000 Penalty: 4749.157227
	Iteration 10Q: 3 clusters Score -1813076 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1813140.625000 Penalty: 4749.157227
	Iteration 11Q: 3 clusters Score -1813141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1813194.000000 Penalty: 4749.157227
	Iteration 12Q: 3 clusters Score -1813194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1813226.875000 Penalty: 4749.157227
	Iteration 13Q: 3 clusters Score -1813227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1813272.250000 Penalty: 4749.157227
	Iteration 14Q: 3 clusters Score -1813272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1813303.625000 Penalty: 4749.157227
	Iteration 15Q: 3 clusters Score -1813304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1813351.625000 Penalty: 4749.157227
	Iteration 16Q: 3 clusters Score -1813352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1813397.125000 Penalty: 4749.157227
	Iteration 17Q: 3 clusters Score -1813397 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1813447.875000 Penalty: 4749.157227
	Iteration 18Q: 3 clusters Score -1813448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1813499.375000 Penalty: 4749.157227
	Iteration 19Q: 3 clusters Score -1813499 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1813550.375000 Penalty: 4749.157227
	Iteration 20F: 3 clusters Score -1813550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1813615.875000 Penalty: 4749.157227
	Iteration 21Q: 3 clusters Score -1813616 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1813711.875000 Penalty: 4749.157227
	Iteration 22Q: 3 clusters Score -1813712 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1813827.000000 Penalty: 4749.157227
	Iteration 23Q: 3 clusters Score -1813827 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1813963.000000 Penalty: 4749.157227
	Iteration 24Q: 3 clusters Score -1813963 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1814113.125000 Penalty: 4749.157227
	Iteration 25Q: 3 clusters Score -1814113 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1814250.125000 Penalty: 4749.157227
	Iteration 26Q: 3 clusters Score -1814250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1814378.750000 Penalty: 4749.157227
	Iteration 27Q: 3 clusters Score -1814379 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1814503.000000 Penalty: 4749.157227
	Iteration 28Q: 3 clusters Score -1814503 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1814589.250000 Penalty: 4749.157227
	Iteration 29Q: 3 clusters Score -1814589 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1814644.625000 Penalty: 4749.157227
	Iteration 30Q: 3 clusters Score -1814645 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1814671.000000 Penalty: 4749.157227
	Iteration 31Q: 3 clusters Score -1814671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1814686.250000 Penalty: 4749.157227
	Iteration 32Q: 3 clusters Score -1814686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1814703.375000 Penalty: 4749.157227
	Iteration 33Q: 3 clusters Score -1814703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1814712.875000 Penalty: 4749.157227
	Iteration 34Q: 3 clusters Score -1814713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1814710.875000 Penalty: 4749.157227
	Iteration 35Q: 3 clusters Score -1814711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1814717.500000 Penalty: 4749.157227
	Iteration 36Q: 3 clusters Score -1814718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1814725.125000 Penalty: 4749.157227
	Iteration 37Q: 3 clusters Score -1814725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1814725.625000 Penalty: 4749.157227
	Iteration 38Q: 3 clusters Score -1814726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1814732.000000 Penalty: 4749.157227
	Iteration 39Q: 3 clusters Score -1814732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1814730.375000 Penalty: 4749.157227
	Iteration 40F: 3 clusters Score -1814730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1814735.625000 Penalty: 4749.157227
	Iteration 41Q: 3 clusters Score -1814736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1814736.625000 Penalty: 4749.157227
	Iteration 42Q: 3 clusters Score -1814737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1814739.625000 Penalty: 4749.157227
	Iteration 43Q: 3 clusters Score -1814740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1814736.250000 Penalty: 4749.157227
	Iteration 44Q: 3 clusters Score -1814736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1814738.500000 Penalty: 4749.157227
	Iteration 45Q: 3 clusters Score -1814738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1814743.625000 Penalty: 4749.157227
	Iteration 46Q: 3 clusters Score -1814744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1814742.500000 Penalty: 4749.157227
	Iteration 47Q: 3 clusters Score -1814742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1814743.000000 Penalty: 4749.157227
	Iteration 48Q: 3 clusters Score -1814743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1814738.875000 Penalty: 4749.157227
	Iteration 49Q: 3 clusters Score -1814739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1814742.875000 Penalty: 4749.157227
	Iteration 50Q: 3 clusters Score -1814743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1814743.750000 Penalty: 4749.157227
	Iteration 51Q: 3 clusters Score -1814744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1814746.500000 Penalty: 4749.157227
	Iteration 52Q: 3 clusters Score -1814746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1814747.250000 Penalty: 4749.157227
	Iteration 53Q: 3 clusters Score -1814747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1814747.250000 Penalty: 4749.157227
	Iteration 54F: 3 clusters Score -1814747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Entering Unmasked Estep 
Score: -6775310.000000 Penalty: 2714.941406
	Iteration 0F: 2 clusters Score -6775310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -6737207.000000 Penalty: 5429.882812
	Iteration 0F: 3 clusters Score -6737207 nChanged 26315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -6752139.000000 Penalty: 5429.882812
	Iteration 1F: 3 clusters Score -6752139 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -6753041.000000 Penalty: 5429.882812
	Iteration 2Q: 3 clusters Score -6753041 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6754101.500000 Penalty: 5429.882812
	Iteration 3Q: 3 clusters Score -6754102 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6755236.500000 Penalty: 5429.882812
	Iteration 4Q: 3 clusters Score -6755236 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6756363.000000 Penalty: 5429.882812
	Iteration 5Q: 3 clusters Score -6756363 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -6757578.000000 Penalty: 5429.882812
	Iteration 6Q: 3 clusters Score -6757578 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6758912.500000 Penalty: 5429.882812
	Iteration 7Q: 3 clusters Score -6758912 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6760397.500000 Penalty: 5429.882812
	Iteration 8Q: 3 clusters Score -6760398 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6761805.500000 Penalty: 5429.882812
	Iteration 9Q: 3 clusters Score -6761806 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -6763264.500000 Penalty: 5429.882812
	Iteration 10Q: 3 clusters Score -6763264 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -6764461.500000 Penalty: 5429.882812
	Iteration 11Q: 3 clusters Score -6764462 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6765297.500000 Penalty: 5429.882812
	Iteration 12Q: 3 clusters Score -6765298 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -6765879.500000 Penalty: 5429.882812
	Iteration 13Q: 3 clusters Score -6765880 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -6766291.500000 Penalty: 5429.882812
	Iteration 14Q: 3 clusters Score -6766292 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -6766680.500000 Penalty: 5429.882812
	Iteration 15Q: 3 clusters Score -6766680 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6766981.500000 Penalty: 5429.882812
	Iteration 16Q: 3 clusters Score -6766982 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -6767348.000000 Penalty: 5429.882812
	Iteration 17Q: 3 clusters Score -6767348 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -6767665.000000 Penalty: 5429.882812
	Iteration 18Q: 3 clusters Score -6767665 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -6767987.500000 Penalty: 5429.882812
	Iteration 19Q: 3 clusters Score -6767988 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -6768282.000000 Penalty: 5429.882812
	Iteration 20F: 3 clusters Score -6768282 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -6768574.500000 Penalty: 5429.882812
	Iteration 21Q: 3 clusters Score -6768574 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -6768892.500000 Penalty: 5429.882812
	Iteration 22Q: 3 clusters Score -6768892 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -6769235.000000 Penalty: 5429.882812
	Iteration 23Q: 3 clusters Score -6769235 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -6769541.000000 Penalty: 5429.882812
	Iteration 24Q: 3 clusters Score -6769541 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -6769885.500000 Penalty: 5429.882812
	Iteration 25Q: 3 clusters Score -6769886 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6770155.000000 Penalty: 5429.882812
	Iteration 26Q: 3 clusters Score -6770155 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -6770502.500000 Penalty: 5429.882812
	Iteration 27Q: 3 clusters Score -6770502 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -6770865.500000 Penalty: 5429.882812
	Iteration 28Q: 3 clusters Score -6770866 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6771208.500000 Penalty: 5429.882812
	Iteration 29Q: 3 clusters Score -6771208 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6771577.000000 Penalty: 5429.882812
	Iteration 30Q: 3 clusters Score -6771577 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6771843.000000 Penalty: 5429.882812
	Iteration 31Q: 3 clusters Score -6771843 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6772079.500000 Penalty: 5429.882812
	Iteration 32Q: 3 clusters Score -6772080 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6772302.500000 Penalty: 5429.882812
	Iteration 33Q: 3 clusters Score -6772302 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6772476.500000 Penalty: 5429.882812
	Iteration 34Q: 3 clusters Score -6772476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6772651.500000 Penalty: 5429.882812
	Iteration 35Q: 3 clusters Score -6772652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6772790.500000 Penalty: 5429.882812
	Iteration 36Q: 3 clusters Score -6772790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6772900.500000 Penalty: 5429.882812
	Iteration 37Q: 3 clusters Score -6772900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6772987.500000 Penalty: 5429.882812
	Iteration 38Q: 3 clusters Score -6772988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6773057.000000 Penalty: 5429.882812
	Iteration 39Q: 3 clusters Score -6773057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6773088.000000 Penalty: 5429.882812
	Iteration 40F: 3 clusters Score -6773088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6773148.000000 Penalty: 5429.882812
	Iteration 41Q: 3 clusters Score -6773148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6773176.000000 Penalty: 5429.882812
	Iteration 42Q: 3 clusters Score -6773176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6773221.500000 Penalty: 5429.882812
	Iteration 43Q: 3 clusters Score -6773222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6773250.000000 Penalty: 5429.882812
	Iteration 44Q: 3 clusters Score -6773250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6773279.500000 Penalty: 5429.882812
	Iteration 45Q: 3 clusters Score -6773280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6773283.500000 Penalty: 5429.882812
	Iteration 46Q: 3 clusters Score -6773284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6773293.500000 Penalty: 5429.882812
	Iteration 47Q: 3 clusters Score -6773294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6773304.500000 Penalty: 5429.882812
	Iteration 48Q: 3 clusters Score -6773304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6773309.000000 Penalty: 5429.882812
	Iteration 49Q: 3 clusters Score -6773309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6773324.000000 Penalty: 5429.882812
	Iteration 50Q: 3 clusters Score -6773324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6773347.000000 Penalty: 5429.882812
	Iteration 51Q: 3 clusters Score -6773347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6773364.000000 Penalty: 5429.882812
	Iteration 52Q: 3 clusters Score -6773364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6773378.000000 Penalty: 5429.882812
	Iteration 53Q: 3 clusters Score -6773378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6773410.000000 Penalty: 5429.882812
	Iteration 54Q: 3 clusters Score -6773410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6773434.500000 Penalty: 5429.882812
	Iteration 55Q: 3 clusters Score -6773434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6773463.500000 Penalty: 5429.882812
	Iteration 56Q: 3 clusters Score -6773464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6773490.000000 Penalty: 5429.882812
	Iteration 57Q: 3 clusters Score -6773490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6773495.000000 Penalty: 5429.882812
	Iteration 58Q: 3 clusters Score -6773495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6773503.500000 Penalty: 5429.882812
	Iteration 59Q: 3 clusters Score -6773504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6773506.000000 Penalty: 5429.882812
	Iteration 60F: 3 clusters Score -6773506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6773507.000000 Penalty: 5429.882812
	Iteration 61Q: 3 clusters Score -6773507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6773505.500000 Penalty: 5429.882812
	Iteration 62Q: 3 clusters Score -6773506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6773511.000000 Penalty: 5429.882812
	Iteration 63Q: 3 clusters Score -6773511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6773511.000000 Penalty: 5429.882812
	Iteration 64Q: 3 clusters Score -6773511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6773516.000000 Penalty: 5429.882812
	Iteration 65Q: 3 clusters Score -6773516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6773521.000000 Penalty: 5429.882812
	Iteration 66Q: 3 clusters Score -6773521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6773529.000000 Penalty: 5429.882812
	Iteration 67Q: 3 clusters Score -6773529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6773527.000000 Penalty: 5429.882812
	Iteration 68Q: 3 clusters Score -6773527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6773532.000000 Penalty: 5429.882812
	Iteration 69Q: 3 clusters Score -6773532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6773531.500000 Penalty: 5429.882812
	Iteration 70Q: 3 clusters Score -6773532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6773534.500000 Penalty: 5429.882812
	Iteration 71Q: 3 clusters Score -6773534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6773537.000000 Penalty: 5429.882812
	Iteration 72Q: 3 clusters Score -6773537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6773539.500000 Penalty: 5429.882812
	Iteration 73Q: 3 clusters Score -6773540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6773539.500000 Penalty: 5429.882812
	Iteration 74Q: 3 clusters Score -6773540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6773538.000000 Penalty: 5429.882812
	Iteration 75Q: 3 clusters Score -6773538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6773539.000000 Penalty: 5429.882812
	Iteration 76Q: 3 clusters Score -6773539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6773537.000000 Penalty: 5429.882812
	Iteration 77Q: 3 clusters Score -6773537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6773537.000000 Penalty: 5429.882812
	Iteration 78F: 3 clusters Score -6773537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -366643.656250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -366643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -363423.718750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -363423.7 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -364071.406250 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -364071.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -364230.593750 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -364230.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -364314.656250 Penalty: 3956.220947
	Iteration 3Q: 3 clusters Score -364314.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -364368.000000 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -364368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -364400.468750 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -364400.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -364425.500000 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -364425.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364448.843750 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -364448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -364463.281250 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -364463.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -364472.375000 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -364472.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -364483.593750 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -364483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -364491.718750 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -364491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -364500.687500 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -364500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364506.187500 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -364506.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -364512.281250 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -364512.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -364518.218750 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -364518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364522.687500 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -364522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -364525.750000 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -364525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -364525.750000 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -364525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -364526.218750 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -364526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -364527.250000 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -364527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -364527.937500 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -364527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -364528.343750 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -364528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -364529.281250 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -364529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -364530.500000 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -364530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -364530.625000 Penalty: 3956.220947
	Iteration 25Q: 3 clusters Score -364530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -364531.781250 Penalty: 3956.220947
	Iteration 26Q: 3 clusters Score -364531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -364532.343750 Penalty: 3956.220947
	Iteration 27Q: 3 clusters Score -364532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -364532.343750 Penalty: 3956.220947
	Iteration 28F: 3 clusters Score -364532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -467004.125000 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -467004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -463314.812500 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -463314.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -464134.062500 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -464134.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -464325.218750 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -464325.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -464420.781250 Penalty: 4070.600830
	Iteration 3Q: 3 clusters Score -464420.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -464479.125000 Penalty: 4070.600830
	Iteration 4Q: 3 clusters Score -464479.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -464519.218750 Penalty: 4070.600830
	Iteration 5Q: 3 clusters Score -464519.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -464553.281250 Penalty: 4070.600830
	Iteration 6Q: 3 clusters Score -464553.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -464582.000000 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -464582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -464610.687500 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -464610.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464643.218750 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -464643.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -464675.718750 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -464675.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -464712.437500 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -464712.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -464755.156250 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -464755.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -464788.468750 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -464788.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -464820.468750 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -464820.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -464844.875000 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -464844.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -464870.625000 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -464870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -464887.781250 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -464887.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -464905.531250 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -464905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -464919.250000 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -464919.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -464931.875000 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -464931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -464938.312500 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -464938.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -464944.562500 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -464944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -464947.687500 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -464947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -464950.562500 Penalty: 4070.600830
	Iteration 24Q: 3 clusters Score -464950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -464955.406250 Penalty: 4070.600830
	Iteration 25Q: 3 clusters Score -464955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -464960.406250 Penalty: 4070.600830
	Iteration 26Q: 3 clusters Score -464960.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -464965.562500 Penalty: 4070.600830
	Iteration 27Q: 3 clusters Score -464965.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -464974.468750 Penalty: 4070.600830
	Iteration 28Q: 3 clusters Score -464974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -464986.500000 Penalty: 4070.600830
	Iteration 29Q: 3 clusters Score -464986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -465002.218750 Penalty: 4070.600830
	Iteration 30Q: 3 clusters Score -465002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -465011.375000 Penalty: 4070.600830
	Iteration 31Q: 3 clusters Score -465011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -465023.406250 Penalty: 4070.600830
	Iteration 32Q: 3 clusters Score -465023.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -465037.218750 Penalty: 4070.600830
	Iteration 33Q: 3 clusters Score -465037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -465055.156250 Penalty: 4070.600830
	Iteration 34Q: 3 clusters Score -465055.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -465071.312500 Penalty: 4070.600830
	Iteration 35Q: 3 clusters Score -465071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -465081.875000 Penalty: 4070.600830
	Iteration 36Q: 3 clusters Score -465081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -465089.562500 Penalty: 4070.600830
	Iteration 37Q: 3 clusters Score -465089.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -465101.187500 Penalty: 4070.600830
	Iteration 38Q: 3 clusters Score -465101.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -465112.156250 Penalty: 4070.600830
	Iteration 39Q: 3 clusters Score -465112.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -465122.718750 Penalty: 4070.600830
	Iteration 40F: 3 clusters Score -465122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -465130.968750 Penalty: 4070.600830
	Iteration 41Q: 3 clusters Score -465131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -465139.562500 Penalty: 4070.600830
	Iteration 42Q: 3 clusters Score -465139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -465152.312500 Penalty: 4070.600830
	Iteration 43Q: 3 clusters Score -465152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -465160.593750 Penalty: 4070.600830
	Iteration 44Q: 3 clusters Score -465160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -465170.437500 Penalty: 4070.600830
	Iteration 45Q: 3 clusters Score -465170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -465174.781250 Penalty: 4070.600830
	Iteration 46Q: 3 clusters Score -465174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -465177.718750 Penalty: 4070.600830
	Iteration 47Q: 3 clusters Score -465177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -465182.125000 Penalty: 4070.600830
	Iteration 48Q: 3 clusters Score -465182.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -465186.562500 Penalty: 4070.600830
	Iteration 49Q: 3 clusters Score -465186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -465193.406250 Penalty: 4070.600830
	Iteration 50Q: 3 clusters Score -465193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -465197.312500 Penalty: 4070.600830
	Iteration 51Q: 3 clusters Score -465197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -465199.375000 Penalty: 4070.600830
	Iteration 52Q: 3 clusters Score -465199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -465202.312500 Penalty: 4070.600830
	Iteration 53Q: 3 clusters Score -465202.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -465206.687500 Penalty: 4070.600830
	Iteration 54Q: 3 clusters Score -465206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -465208.156250 Penalty: 4070.600830
	Iteration 55Q: 3 clusters Score -465208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -465209.000000 Penalty: 4070.600830
	Iteration 56Q: 3 clusters Score -465209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -465209.000000 Penalty: 4070.600830
	Iteration 57F: 3 clusters Score -465209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Entering Unmasked Estep 
Score: -3407293.750000 Penalty: 2519.245117
	Iteration 0F: 2 clusters Score -3407294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3389430.250000 Penalty: 5038.490234
	Iteration 0F: 3 clusters Score -3389430 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3395717.000000 Penalty: 5038.490234
	Iteration 1F: 3 clusters Score -3395717 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3396103.500000 Penalty: 5038.490234
	Iteration 2Q: 3 clusters Score -3396104 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3396388.500000 Penalty: 5038.490234
	Iteration 3Q: 3 clusters Score -3396388 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3396659.000000 Penalty: 5038.490234
	Iteration 4Q: 3 clusters Score -3396659 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3396875.750000 Penalty: 5038.490234
	Iteration 5Q: 3 clusters Score -3396876 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3397137.250000 Penalty: 5038.490234
	Iteration 6Q: 3 clusters Score -3397137 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3397373.250000 Penalty: 5038.490234
	Iteration 7Q: 3 clusters Score -3397373 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3397596.250000 Penalty: 5038.490234
	Iteration 8Q: 3 clusters Score -3397596 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3397842.750000 Penalty: 5038.490234
	Iteration 9Q: 3 clusters Score -3397843 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3398153.750000 Penalty: 5038.490234
	Iteration 10Q: 3 clusters Score -3398154 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3398583.750000 Penalty: 5038.490234
	Iteration 11Q: 3 clusters Score -3398584 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3399111.250000 Penalty: 5038.490234
	Iteration 12Q: 3 clusters Score -3399111 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3399737.750000 Penalty: 5038.490234
	Iteration 13Q: 3 clusters Score -3399738 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3400463.500000 Penalty: 5038.490234
	Iteration 14Q: 3 clusters Score -3400464 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3401256.500000 Penalty: 5038.490234
	Iteration 15Q: 3 clusters Score -3401256 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3401963.000000 Penalty: 5038.490234
	Iteration 16Q: 3 clusters Score -3401963 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3402576.500000 Penalty: 5038.490234
	Iteration 17Q: 3 clusters Score -3402576 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3403132.750000 Penalty: 5038.490234
	Iteration 18Q: 3 clusters Score -3403133 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3403599.750000 Penalty: 5038.490234
	Iteration 19Q: 3 clusters Score -3403600 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3403980.250000 Penalty: 5038.490234
	Iteration 20F: 3 clusters Score -3403980 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3404244.500000 Penalty: 5038.490234
	Iteration 21Q: 3 clusters Score -3404244 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3404470.750000 Penalty: 5038.490234
	Iteration 22Q: 3 clusters Score -3404471 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3404635.250000 Penalty: 5038.490234
	Iteration 23Q: 3 clusters Score -3404635 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3404750.750000 Penalty: 5038.490234
	Iteration 24Q: 3 clusters Score -3404751 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3404841.750000 Penalty: 5038.490234
	Iteration 25Q: 3 clusters Score -3404842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3404912.500000 Penalty: 5038.490234
	Iteration 26Q: 3 clusters Score -3404912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3404961.000000 Penalty: 5038.490234
	Iteration 27Q: 3 clusters Score -3404961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3404995.000000 Penalty: 5038.490234
	Iteration 28Q: 3 clusters Score -3404995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3405023.000000 Penalty: 5038.490234
	Iteration 29Q: 3 clusters Score -3405023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3405040.000000 Penalty: 5038.490234
	Iteration 30Q: 3 clusters Score -3405040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3405051.250000 Penalty: 5038.490234
	Iteration 31Q: 3 clusters Score -3405051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3405058.000000 Penalty: 5038.490234
	Iteration 32Q: 3 clusters Score -3405058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3405079.250000 Penalty: 5038.490234
	Iteration 33Q: 3 clusters Score -3405079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3405093.750000 Penalty: 5038.490234
	Iteration 34Q: 3 clusters Score -3405094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3405100.250000 Penalty: 5038.490234
	Iteration 35Q: 3 clusters Score -3405100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3405118.250000 Penalty: 5038.490234
	Iteration 36Q: 3 clusters Score -3405118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3405128.250000 Penalty: 5038.490234
	Iteration 37Q: 3 clusters Score -3405128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3405132.750000 Penalty: 5038.490234
	Iteration 38Q: 3 clusters Score -3405133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3405144.750000 Penalty: 5038.490234
	Iteration 39Q: 3 clusters Score -3405145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3405144.750000 Penalty: 5038.490234
	Iteration 40F: 3 clusters Score -3405145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3405146.250000 Penalty: 5038.490234
	Iteration 41Q: 3 clusters Score -3405146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3405154.250000 Penalty: 5038.490234
	Iteration 42Q: 3 clusters Score -3405154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3405158.250000 Penalty: 5038.490234
	Iteration 43Q: 3 clusters Score -3405158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3405161.250000 Penalty: 5038.490234
	Iteration 44Q: 3 clusters Score -3405161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3405165.500000 Penalty: 5038.490234
	Iteration 45Q: 3 clusters Score -3405166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3405170.000000 Penalty: 5038.490234
	Iteration 46Q: 3 clusters Score -3405170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3405168.250000 Penalty: 5038.490234
	Iteration 47Q: 3 clusters Score -3405168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3405165.000000 Penalty: 5038.490234
	Iteration 48Q: 3 clusters Score -3405165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3405165.000000 Penalty: 5038.490234
	Iteration 49F: 3 clusters Score -3405165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Entering Unmasked Estep 
Score: -3429484.000000 Penalty: 2520.548584
	Iteration 0F: 2 clusters Score -3429484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3411477.000000 Penalty: 5041.097168
	Iteration 0F: 3 clusters Score -3411477 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3417874.500000 Penalty: 5041.097168
	Iteration 1F: 3 clusters Score -3417874 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3418243.750000 Penalty: 5041.097168
	Iteration 2Q: 3 clusters Score -3418244 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3418550.750000 Penalty: 5041.097168
	Iteration 3Q: 3 clusters Score -3418551 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3418839.250000 Penalty: 5041.097168
	Iteration 4Q: 3 clusters Score -3418839 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3419141.750000 Penalty: 5041.097168
	Iteration 5Q: 3 clusters Score -3419142 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3419436.750000 Penalty: 5041.097168
	Iteration 6Q: 3 clusters Score -3419437 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3419838.000000 Penalty: 5041.097168
	Iteration 7Q: 3 clusters Score -3419838 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3420379.000000 Penalty: 5041.097168
	Iteration 8Q: 3 clusters Score -3420379 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3421101.250000 Penalty: 5041.097168
	Iteration 9Q: 3 clusters Score -3421101 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3422067.000000 Penalty: 5041.097168
	Iteration 10F: 3 clusters Score -3422067 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3423131.250000 Penalty: 5041.097168
	Iteration 11F: 3 clusters Score -3423131 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3424203.000000 Penalty: 5041.097168
	Iteration 12Q: 3 clusters Score -3424203 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3425150.500000 Penalty: 5041.097168
	Iteration 13Q: 3 clusters Score -3425150 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3425820.750000 Penalty: 5041.097168
	Iteration 14Q: 3 clusters Score -3425821 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3426288.250000 Penalty: 5041.097168
	Iteration 15Q: 3 clusters Score -3426288 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3426580.000000 Penalty: 5041.097168
	Iteration 16Q: 3 clusters Score -3426580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3426798.250000 Penalty: 5041.097168
	Iteration 17Q: 3 clusters Score -3426798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3426927.250000 Penalty: 5041.097168
	Iteration 18Q: 3 clusters Score -3426927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3427012.250000 Penalty: 5041.097168
	Iteration 19Q: 3 clusters Score -3427012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3427057.500000 Penalty: 5041.097168
	Iteration 20F: 3 clusters Score -3427058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3427102.500000 Penalty: 5041.097168
	Iteration 21Q: 3 clusters Score -3427102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3427133.500000 Penalty: 5041.097168
	Iteration 22Q: 3 clusters Score -3427134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3427156.250000 Penalty: 5041.097168
	Iteration 23Q: 3 clusters Score -3427156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3427177.250000 Penalty: 5041.097168
	Iteration 24Q: 3 clusters Score -3427177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3427192.750000 Penalty: 5041.097168
	Iteration 25Q: 3 clusters Score -3427193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3427210.000000 Penalty: 5041.097168
	Iteration 26Q: 3 clusters Score -3427210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3427223.000000 Penalty: 5041.097168
	Iteration 27Q: 3 clusters Score -3427223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3427227.500000 Penalty: 5041.097168
	Iteration 28Q: 3 clusters Score -3427228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3427230.500000 Penalty: 5041.097168
	Iteration 29Q: 3 clusters Score -3427230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3427230.500000 Penalty: 5041.097168
	Iteration 30Q: 3 clusters Score -3427230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3427230.250000 Penalty: 5041.097168
	Iteration 31Q: 3 clusters Score -3427230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3427231.000000 Penalty: 5041.097168
	Iteration 32Q: 3 clusters Score -3427231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3427233.500000 Penalty: 5041.097168
	Iteration 33Q: 3 clusters Score -3427234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3427237.500000 Penalty: 5041.097168
	Iteration 34Q: 3 clusters Score -3427238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3427236.750000 Penalty: 5041.097168
	Iteration 35Q: 3 clusters Score -3427237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3427238.500000 Penalty: 5041.097168
	Iteration 36Q: 3 clusters Score -3427238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3427236.250000 Penalty: 5041.097168
	Iteration 37Q: 3 clusters Score -3427236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3427238.000000 Penalty: 5041.097168
	Iteration 38Q: 3 clusters Score -3427238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3427238.000000 Penalty: 5041.097168
	Iteration 39F: 3 clusters Score -3427238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -542019.687500 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -542019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -537881.687500 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -537881.7 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -538890.312500 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -538890.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -539261.250000 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -539261.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -539558.062500 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -539558.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -539781.375000 Penalty: 4156.137695
	Iteration 4F: 3 clusters Score -539781.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -539966.000000 Penalty: 4156.137695
	Iteration 5F: 3 clusters Score -539966 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -540108.875000 Penalty: 4156.137695
	Iteration 6Q: 3 clusters Score -540108.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -540211.187500 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -540211.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -540285.187500 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -540285.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -540354.250000 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -540354.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -540418.937500 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -540418.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -540471.562500 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -540471.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -540516.875000 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -540516.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -540559.000000 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -540559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -540596.687500 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -540596.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -540630.812500 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -540630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -540651.562500 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -540651.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -540660.687500 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -540660.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -540668.312500 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -540668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -540674.312500 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -540674.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -540680.062500 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -540680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -540685.625000 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -540685.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -540695.625000 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -540695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -540699.625000 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -540699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -540702.687500 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -540702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -540709.437500 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -540709.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -540713.312500 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -540713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -540719.250000 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -540719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -540722.250000 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -540722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -540724.062500 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -540724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -540728.375000 Penalty: 4156.137695
	Iteration 30Q: 3 clusters Score -540728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -540730.187500 Penalty: 4156.137695
	Iteration 31Q: 3 clusters Score -540730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -540731.125000 Penalty: 4156.137695
	Iteration 32Q: 3 clusters Score -540731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -540733.437500 Penalty: 4156.137695
	Iteration 33Q: 3 clusters Score -540733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -540735.437500 Penalty: 4156.137695
	Iteration 34Q: 3 clusters Score -540735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -540735.375000 Penalty: 4156.137695
	Iteration 35Q: 3 clusters Score -540735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -540736.687500 Penalty: 4156.137695
	Iteration 36Q: 3 clusters Score -540736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -540738.062500 Penalty: 4156.137695
	Iteration 37Q: 3 clusters Score -540738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -540739.562500 Penalty: 4156.137695
	Iteration 38Q: 3 clusters Score -540739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -540740.437500 Penalty: 4156.137695
	Iteration 39Q: 3 clusters Score -540740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -540740.937500 Penalty: 4156.137695
	Iteration 40F: 3 clusters Score -540740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -540741.500000 Penalty: 4156.137695
	Iteration 41Q: 3 clusters Score -540741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -540744.625000 Penalty: 4156.137695
	Iteration 42Q: 3 clusters Score -540744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -540745.312500 Penalty: 4156.137695
	Iteration 43Q: 3 clusters Score -540745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -540749.250000 Penalty: 4156.137695
	Iteration 44Q: 3 clusters Score -540749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -540753.562500 Penalty: 4156.137695
	Iteration 45Q: 3 clusters Score -540753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -540758.562500 Penalty: 4156.137695
	Iteration 46Q: 3 clusters Score -540758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -540761.437500 Penalty: 4156.137695
	Iteration 47Q: 3 clusters Score -540761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -540768.250000 Penalty: 4156.137695
	Iteration 48Q: 3 clusters Score -540768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -540773.562500 Penalty: 4156.137695
	Iteration 49Q: 3 clusters Score -540773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -540776.812500 Penalty: 4156.137695
	Iteration 50Q: 3 clusters Score -540776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -540781.250000 Penalty: 4156.137695
	Iteration 51Q: 3 clusters Score -540781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -540784.437500 Penalty: 4156.137695
	Iteration 52Q: 3 clusters Score -540784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -540786.500000 Penalty: 4156.137695
	Iteration 53Q: 3 clusters Score -540786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -540787.250000 Penalty: 4156.137695
	Iteration 54Q: 3 clusters Score -540787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -540788.562500 Penalty: 4156.137695
	Iteration 55Q: 3 clusters Score -540788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -540787.625000 Penalty: 4156.137695
	Iteration 56Q: 3 clusters Score -540787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -540788.062500 Penalty: 4156.137695
	Iteration 57Q: 3 clusters Score -540788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -540788.062500 Penalty: 4156.137695
	Iteration 58F: 3 clusters Score -540788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1798293.750000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1798294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1787586.250000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1787586 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1791157.500000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1791158 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1791908.250000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1791908 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1792730.125000 Penalty: 4763.150391
	Iteration 3F: 3 clusters Score -1792730 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1793477.000000 Penalty: 4763.150391
	Iteration 4F: 3 clusters Score -1793477 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1794056.750000 Penalty: 4763.150391
	Iteration 5F: 3 clusters Score -1794057 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1794463.875000 Penalty: 4763.150391
	Iteration 6F: 3 clusters Score -1794464 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1794738.125000 Penalty: 4763.150391
	Iteration 7Q: 3 clusters Score -1794738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1794913.000000 Penalty: 4763.150391
	Iteration 8Q: 3 clusters Score -1794913 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1795041.000000 Penalty: 4763.150391
	Iteration 9Q: 3 clusters Score -1795041 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1795129.625000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1795130 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1795216.000000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1795216 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1795284.625000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1795285 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1795356.125000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1795356 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1795407.125000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1795407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1795451.500000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1795452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1795486.875000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1795487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1795520.125000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1795520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1795547.625000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1795548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1795574.625000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1795575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1795607.625000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1795608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1795633.000000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1795633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1795659.375000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1795659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1795687.625000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1795688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1795715.500000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1795716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1795751.875000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1795752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1795788.500000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1795788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1795828.125000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1795828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1795865.125000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1795865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1795904.125000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1795904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1795942.875000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1795943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1795980.375000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1795980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1796015.750000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1796016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1796054.750000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1796055 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1796095.500000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1796096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1796124.375000 Penalty: 4763.150391
	Iteration 35Q: 3 clusters Score -1796124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1796156.750000 Penalty: 4763.150391
	Iteration 36Q: 3 clusters Score -1796157 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1796191.125000 Penalty: 4763.150391
	Iteration 37Q: 3 clusters Score -1796191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1796218.500000 Penalty: 4763.150391
	Iteration 38Q: 3 clusters Score -1796218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1796240.250000 Penalty: 4763.150391
	Iteration 39Q: 3 clusters Score -1796240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1796259.500000 Penalty: 4763.150391
	Iteration 40F: 3 clusters Score -1796260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1796280.625000 Penalty: 4763.150391
	Iteration 41Q: 3 clusters Score -1796281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1796306.875000 Penalty: 4763.150391
	Iteration 42Q: 3 clusters Score -1796307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1796328.250000 Penalty: 4763.150391
	Iteration 43Q: 3 clusters Score -1796328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1796354.000000 Penalty: 4763.150391
	Iteration 44Q: 3 clusters Score -1796354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1796387.375000 Penalty: 4763.150391
	Iteration 45Q: 3 clusters Score -1796387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1796415.750000 Penalty: 4763.150391
	Iteration 46Q: 3 clusters Score -1796416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1796437.500000 Penalty: 4763.150391
	Iteration 47Q: 3 clusters Score -1796438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1796458.375000 Penalty: 4763.150391
	Iteration 48Q: 3 clusters Score -1796458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1796488.875000 Penalty: 4763.150391
	Iteration 49Q: 3 clusters Score -1796489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1796512.875000 Penalty: 4763.150391
	Iteration 50Q: 3 clusters Score -1796513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1796530.250000 Penalty: 4763.150391
	Iteration 51Q: 3 clusters Score -1796530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1796552.500000 Penalty: 4763.150391
	Iteration 52Q: 3 clusters Score -1796552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1796574.125000 Penalty: 4763.150391
	Iteration 53Q: 3 clusters Score -1796574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1796591.125000 Penalty: 4763.150391
	Iteration 54Q: 3 clusters Score -1796591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1796595.125000 Penalty: 4763.150391
	Iteration 55Q: 3 clusters Score -1796595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1796607.000000 Penalty: 4763.150391
	Iteration 56Q: 3 clusters Score -1796607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1796615.375000 Penalty: 4763.150391
	Iteration 57Q: 3 clusters Score -1796615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1796624.000000 Penalty: 4763.150391
	Iteration 58Q: 3 clusters Score -1796624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1796628.000000 Penalty: 4763.150391
	Iteration 59Q: 3 clusters Score -1796628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1796636.625000 Penalty: 4763.150391
	Iteration 60F: 3 clusters Score -1796637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1796645.125000 Penalty: 4763.150391
	Iteration 61Q: 3 clusters Score -1796645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1796654.500000 Penalty: 4763.150391
	Iteration 62Q: 3 clusters Score -1796654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1796658.250000 Penalty: 4763.150391
	Iteration 63Q: 3 clusters Score -1796658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1796666.750000 Penalty: 4763.150391
	Iteration 64Q: 3 clusters Score -1796667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1796670.625000 Penalty: 4763.150391
	Iteration 65Q: 3 clusters Score -1796671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1796677.625000 Penalty: 4763.150391
	Iteration 66Q: 3 clusters Score -1796678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1796686.875000 Penalty: 4763.150391
	Iteration 67Q: 3 clusters Score -1796687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1796694.375000 Penalty: 4763.150391
	Iteration 68Q: 3 clusters Score -1796694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1796694.500000 Penalty: 4763.150391
	Iteration 69Q: 3 clusters Score -1796694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1796695.000000 Penalty: 4763.150391
	Iteration 70Q: 3 clusters Score -1796695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1796696.625000 Penalty: 4763.150391
	Iteration 71Q: 3 clusters Score -1796697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1796703.375000 Penalty: 4763.150391
	Iteration 72Q: 3 clusters Score -1796703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1796707.750000 Penalty: 4763.150391
	Iteration 73Q: 3 clusters Score -1796708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1796711.375000 Penalty: 4763.150391
	Iteration 74Q: 3 clusters Score -1796711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1796713.250000 Penalty: 4763.150391
	Iteration 75Q: 3 clusters Score -1796713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1796719.875000 Penalty: 4763.150391
	Iteration 76Q: 3 clusters Score -1796720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1796725.125000 Penalty: 4763.150391
	Iteration 77Q: 3 clusters Score -1796725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1796728.625000 Penalty: 4763.150391
	Iteration 78Q: 3 clusters Score -1796729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1796732.625000 Penalty: 4763.150391
	Iteration 79Q: 3 clusters Score -1796733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1796732.875000 Penalty: 4763.150391
	Iteration 80F: 3 clusters Score -1796733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1796735.375000 Penalty: 4763.150391
	Iteration 81Q: 3 clusters Score -1796735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1796735.875000 Penalty: 4763.150391
	Iteration 82Q: 3 clusters Score -1796736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1796736.625000 Penalty: 4763.150391
	Iteration 83Q: 3 clusters Score -1796737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1796736.625000 Penalty: 4763.150391
	Iteration 84F: 3 clusters Score -1796737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Entering Unmasked Estep 
Score: -2961782.000000 Penalty: 2487.786377
	Iteration 0F: 2 clusters Score -2961782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2945905.500000 Penalty: 4975.572754
	Iteration 0F: 3 clusters Score -2945906 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2951275.500000 Penalty: 4975.572754
	Iteration 1F: 3 clusters Score -2951276 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2951607.500000 Penalty: 4975.572754
	Iteration 2Q: 3 clusters Score -2951608 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2951900.250000 Penalty: 4975.572754
	Iteration 3Q: 3 clusters Score -2951900 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2952186.000000 Penalty: 4975.572754
	Iteration 4Q: 3 clusters Score -2952186 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2952457.500000 Penalty: 4975.572754
	Iteration 5Q: 3 clusters Score -2952458 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2952789.250000 Penalty: 4975.572754
	Iteration 6Q: 3 clusters Score -2952789 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2953219.750000 Penalty: 4975.572754
	Iteration 7Q: 3 clusters Score -2953220 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2953832.250000 Penalty: 4975.572754
	Iteration 8Q: 3 clusters Score -2953832 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2954592.000000 Penalty: 4975.572754
	Iteration 9Q: 3 clusters Score -2954592 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2955424.250000 Penalty: 4975.572754
	Iteration 10Q: 3 clusters Score -2955424 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2956198.500000 Penalty: 4975.572754
	Iteration 11Q: 3 clusters Score -2956198 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2956868.250000 Penalty: 4975.572754
	Iteration 12Q: 3 clusters Score -2956868 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2957425.250000 Penalty: 4975.572754
	Iteration 13Q: 3 clusters Score -2957425 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2957834.250000 Penalty: 4975.572754
	Iteration 14Q: 3 clusters Score -2957834 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2958150.750000 Penalty: 4975.572754
	Iteration 15Q: 3 clusters Score -2958151 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2958407.500000 Penalty: 4975.572754
	Iteration 16Q: 3 clusters Score -2958408 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2958637.500000 Penalty: 4975.572754
	Iteration 17Q: 3 clusters Score -2958638 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2958842.250000 Penalty: 4975.572754
	Iteration 18Q: 3 clusters Score -2958842 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2959017.250000 Penalty: 4975.572754
	Iteration 19Q: 3 clusters Score -2959017 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2959137.500000 Penalty: 4975.572754
	Iteration 20F: 3 clusters Score -2959138 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2959252.750000 Penalty: 4975.572754
	Iteration 21Q: 3 clusters Score -2959253 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2959334.250000 Penalty: 4975.572754
	Iteration 22Q: 3 clusters Score -2959334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2959412.500000 Penalty: 4975.572754
	Iteration 23Q: 3 clusters Score -2959412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2959458.250000 Penalty: 4975.572754
	Iteration 24Q: 3 clusters Score -2959458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2959492.000000 Penalty: 4975.572754
	Iteration 25Q: 3 clusters Score -2959492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2959532.500000 Penalty: 4975.572754
	Iteration 26Q: 3 clusters Score -2959532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2959569.750000 Penalty: 4975.572754
	Iteration 27Q: 3 clusters Score -2959570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2959583.000000 Penalty: 4975.572754
	Iteration 28Q: 3 clusters Score -2959583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2959604.250000 Penalty: 4975.572754
	Iteration 29Q: 3 clusters Score -2959604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2959624.000000 Penalty: 4975.572754
	Iteration 30Q: 3 clusters Score -2959624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2959645.250000 Penalty: 4975.572754
	Iteration 31Q: 3 clusters Score -2959645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2959668.750000 Penalty: 4975.572754
	Iteration 32Q: 3 clusters Score -2959669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2959676.500000 Penalty: 4975.572754
	Iteration 33Q: 3 clusters Score -2959676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2959681.750000 Penalty: 4975.572754
	Iteration 34Q: 3 clusters Score -2959682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2959686.750000 Penalty: 4975.572754
	Iteration 35Q: 3 clusters Score -2959687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2959696.750000 Penalty: 4975.572754
	Iteration 36Q: 3 clusters Score -2959697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2959706.250000 Penalty: 4975.572754
	Iteration 37Q: 3 clusters Score -2959706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2959713.500000 Penalty: 4975.572754
	Iteration 38Q: 3 clusters Score -2959714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2959718.250000 Penalty: 4975.572754
	Iteration 39Q: 3 clusters Score -2959718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2959715.000000 Penalty: 4975.572754
	Iteration 40F: 3 clusters Score -2959715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2959722.250000 Penalty: 4975.572754
	Iteration 41Q: 3 clusters Score -2959722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2959733.500000 Penalty: 4975.572754
	Iteration 42Q: 3 clusters Score -2959734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2959741.000000 Penalty: 4975.572754
	Iteration 43Q: 3 clusters Score -2959741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2959748.750000 Penalty: 4975.572754
	Iteration 44Q: 3 clusters Score -2959749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2959753.750000 Penalty: 4975.572754
	Iteration 45Q: 3 clusters Score -2959754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2959763.500000 Penalty: 4975.572754
	Iteration 46Q: 3 clusters Score -2959764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2959771.750000 Penalty: 4975.572754
	Iteration 47Q: 3 clusters Score -2959772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2959783.250000 Penalty: 4975.572754
	Iteration 48Q: 3 clusters Score -2959783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2959787.500000 Penalty: 4975.572754
	Iteration 49Q: 3 clusters Score -2959788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2959793.500000 Penalty: 4975.572754
	Iteration 50Q: 3 clusters Score -2959794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2959799.250000 Penalty: 4975.572754
	Iteration 51Q: 3 clusters Score -2959799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2959801.250000 Penalty: 4975.572754
	Iteration 52Q: 3 clusters Score -2959801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2959806.500000 Penalty: 4975.572754
	Iteration 53Q: 3 clusters Score -2959806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2959808.000000 Penalty: 4975.572754
	Iteration 54Q: 3 clusters Score -2959808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2959812.500000 Penalty: 4975.572754
	Iteration 55Q: 3 clusters Score -2959812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2959812.750000 Penalty: 4975.572754
	Iteration 56Q: 3 clusters Score -2959813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2959812.750000 Penalty: 4975.572754
	Iteration 57Q: 3 clusters Score -2959813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2959814.000000 Penalty: 4975.572754
	Iteration 58Q: 3 clusters Score -2959814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2959815.250000 Penalty: 4975.572754
	Iteration 59Q: 3 clusters Score -2959815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2959818.750000 Penalty: 4975.572754
	Iteration 60F: 3 clusters Score -2959819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2959816.250000 Penalty: 4975.572754
	Iteration 61Q: 3 clusters Score -2959816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2959816.750000 Penalty: 4975.572754
	Iteration 62Q: 3 clusters Score -2959817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2959814.500000 Penalty: 4975.572754
	Iteration 63Q: 3 clusters Score -2959814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2959819.250000 Penalty: 4975.572754
	Iteration 64Q: 3 clusters Score -2959819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2959821.250000 Penalty: 4975.572754
	Iteration 65Q: 3 clusters Score -2959821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2959821.500000 Penalty: 4975.572754
	Iteration 66Q: 3 clusters Score -2959822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2959827.000000 Penalty: 4975.572754
	Iteration 67Q: 3 clusters Score -2959827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2959826.000000 Penalty: 4975.572754
	Iteration 68Q: 3 clusters Score -2959826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2959829.000000 Penalty: 4975.572754
	Iteration 69Q: 3 clusters Score -2959829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2959829.750000 Penalty: 4975.572754
	Iteration 70Q: 3 clusters Score -2959830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2959832.500000 Penalty: 4975.572754
	Iteration 71Q: 3 clusters Score -2959832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2959835.750000 Penalty: 4975.572754
	Iteration 72Q: 3 clusters Score -2959836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2959835.000000 Penalty: 4975.572754
	Iteration 73Q: 3 clusters Score -2959835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2959844.500000 Penalty: 4975.572754
	Iteration 74Q: 3 clusters Score -2959844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2959846.750000 Penalty: 4975.572754
	Iteration 75Q: 3 clusters Score -2959847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2959848.250000 Penalty: 4975.572754
	Iteration 76Q: 3 clusters Score -2959848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2959848.500000 Penalty: 4975.572754
	Iteration 77Q: 3 clusters Score -2959848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2959849.500000 Penalty: 4975.572754
	Iteration 78Q: 3 clusters Score -2959850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2959852.750000 Penalty: 4975.572754
	Iteration 79Q: 3 clusters Score -2959853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2959851.500000 Penalty: 4975.572754
	Iteration 80F: 3 clusters Score -2959852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2959855.250000 Penalty: 4975.572754
	Iteration 81Q: 3 clusters Score -2959855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2959853.500000 Penalty: 4975.572754
	Iteration 82Q: 3 clusters Score -2959854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2959860.000000 Penalty: 4975.572754
	Iteration 83Q: 3 clusters Score -2959860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2959859.000000 Penalty: 4975.572754
	Iteration 84Q: 3 clusters Score -2959859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2959858.250000 Penalty: 4975.572754
	Iteration 85Q: 3 clusters Score -2959858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2959858.500000 Penalty: 4975.572754
	Iteration 86Q: 3 clusters Score -2959858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2959859.750000 Penalty: 4975.572754
	Iteration 87Q: 3 clusters Score -2959860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2959859.000000 Penalty: 4975.572754
	Iteration 88Q: 3 clusters Score -2959859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2959859.750000 Penalty: 4975.572754
	Iteration 89Q: 3 clusters Score -2959860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2959862.250000 Penalty: 4975.572754
	Iteration 90Q: 3 clusters Score -2959862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2959862.250000 Penalty: 4975.572754
	Iteration 91F: 3 clusters Score -2959862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101712.562500 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101712.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102106.789062 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102106.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102268.523438 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102268.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102374.546875 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -102374.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102548.914062 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -102548.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102757.679688 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -102757.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102956.179688 Penalty: 3393.441406
	Iteration 6F: 3 clusters Score -102956.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103264.328125 Penalty: 3393.441406
	Iteration 7F: 3 clusters Score -103264.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103467.390625 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103467.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103658.875000 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -103658.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103927.515625 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -103927.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104118.710938 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -104118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104162.453125 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -104162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104175.367188 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -104175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104179.625000 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -104179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104181.945312 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -104181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104182.195312 Penalty: 3393.441406
	Iteration 16F: 3 clusters Score -104182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104189.554688 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -104189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104195.289062 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -104195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104195.289062 Penalty: 3393.441406
	Iteration 19F: 3 clusters Score -104195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Mstep: Class 35 contains 527 members 
Entering Unmasked Estep 
Score: -104954816.000000 Penalty: 118401.421875
Splitting cluster 10 changes total score from -104955960.000000 to -104954816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 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 195 members 
Entering Unmasked Estep 
Score: -39174.316406 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39174.32 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39450.867188 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39450.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39592.667969 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39592.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39714.964844 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -39714.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39782.640625 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -39782.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39838.000000 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -39838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39888.472656 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -39888.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39971.125000 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -39971.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40040.316406 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -40040.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40062.097656 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -40062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40076.542969 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -40076.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40113.960938 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -40113.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40140.792969 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -40140.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40171.882812 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -40171.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40202.980469 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -40202.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40219.750000 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -40219.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40223.683594 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -40223.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40237.183594 Penalty: 2966.781494
	Iteration 17Q: 3 clusters Score -40237.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40238.097656 Penalty: 2966.781494
	Iteration 18F: 3 clusters Score -40238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40250.171875 Penalty: 2966.781494
	Iteration 19Q: 3 clusters Score -40250.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40250.171875 Penalty: 2966.781494
	Iteration 20F: 3 clusters Score -40250.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -209867.437500 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -209867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -207467.140625 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -207467.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207894.031250 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -207894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -208071.781250 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -208071.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -208195.500000 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -208195.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -208383.296875 Penalty: 3686.511963
	Iteration 4F: 3 clusters Score -208383.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -208584.468750 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -208584.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -208757.890625 Penalty: 3686.511963
	Iteration 6F: 3 clusters Score -208757.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208877.062500 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -208877.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208953.312500 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -208953.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -208990.359375 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -208990.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209015.140625 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -209015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -209027.265625 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -209027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209032.250000 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -209032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209033.046875 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -209033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209033.046875 Penalty: 3686.511963
	Iteration 14F: 3 clusters Score -209033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -135495.578125 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -135495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133372.468750 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -133372.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134133.484375 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -134133.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134610.140625 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -134610.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134897.312500 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -134897.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -135083.421875 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -135083.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135144.953125 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -135145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -135200.375000 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -135200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135223.437500 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -135223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135235.234375 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -135235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135239.484375 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -135239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135239.765625 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -135239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135239.765625 Penalty: 3603.999756
	Iteration 11F: 3 clusters Score -135239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (353309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353309 members 
Entering Unmasked Estep 
Score: -45774040.000000 Penalty: 3168.224609
	Iteration 0F: 2 clusters Score -4.577404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177237 members 
Mstep: Class 2 contains 176072 members 
Entering Unmasked Estep 
Score: -45564620.000000 Penalty: 6336.449219
	Iteration 0F: 3 clusters Score -4.556462e+07 nChanged 171726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190889 members 
Mstep: Class 2 contains 162420 members 
Entering Unmasked Estep 
Score: -45667508.000000 Penalty: 6336.449219
	Iteration 1F: 3 clusters Score -4.566751e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198849 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -45670152.000000 Penalty: 6336.449219
	Iteration 2Q: 3 clusters Score -4.567015e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210556 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -45674516.000000 Penalty: 6336.449219
	Iteration 3Q: 3 clusters Score -4.567452e+07 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -45681304.000000 Penalty: 6336.449219
	Iteration 4F: 3 clusters Score -4.56813e+07 nChanged 22690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247085 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -45692516.000000 Penalty: 6336.449219
	Iteration 5F: 3 clusters Score -4.569252e+07 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269076 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -45705748.000000 Penalty: 6336.449219
	Iteration 6F: 3 clusters Score -4.570575e+07 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287808 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -45719932.000000 Penalty: 6336.449219
	Iteration 7F: 3 clusters Score -4.571993e+07 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299916 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -45730132.000000 Penalty: 6336.449219
	Iteration 8Q: 3 clusters Score -4.573013e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305718 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -45737192.000000 Penalty: 6336.449219
	Iteration 9Q: 3 clusters Score -4.573719e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307813 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -45740372.000000 Penalty: 6336.449219
	Iteration 10Q: 3 clusters Score -4.574037e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308525 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -45741376.000000 Penalty: 6336.449219
	Iteration 11Q: 3 clusters Score -4.574138e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308977 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -45741832.000000 Penalty: 6336.449219
	Iteration 12Q: 3 clusters Score -4.574183e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309472 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -45742008.000000 Penalty: 6336.449219
	Iteration 13Q: 3 clusters Score -4.574201e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309956 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -45742112.000000 Penalty: 6336.449219
	Iteration 14Q: 3 clusters Score -4.574211e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310360 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -45742316.000000 Penalty: 6336.449219
	Iteration 15Q: 3 clusters Score -4.574232e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310776 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -45742444.000000 Penalty: 6336.449219
	Iteration 16Q: 3 clusters Score -4.574244e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311252 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -45742556.000000 Penalty: 6336.449219
	Iteration 17Q: 3 clusters Score -4.574256e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311740 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -45742532.000000 Penalty: 6336.449219
	Iteration 18Q: 3 clusters Score -4.574253e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312243 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -45742720.000000 Penalty: 6336.449219
	Iteration 19Q: 3 clusters Score -4.574272e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312732 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -45742684.000000 Penalty: 6336.449219
	Iteration 20F: 3 clusters Score -4.574268e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313263 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -45743020.000000 Penalty: 6336.449219
	Iteration 21Q: 3 clusters Score -4.574302e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313803 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -45743116.000000 Penalty: 6336.449219
	Iteration 22Q: 3 clusters Score -4.574312e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314357 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -45743284.000000 Penalty: 6336.449219
	Iteration 23Q: 3 clusters Score -4.574328e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314918 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -45743392.000000 Penalty: 6336.449219
	Iteration 24Q: 3 clusters Score -4.574339e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315501 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -45743764.000000 Penalty: 6336.449219
	Iteration 25Q: 3 clusters Score -4.574376e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316100 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -45744024.000000 Penalty: 6336.449219
	Iteration 26Q: 3 clusters Score -4.574402e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316730 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -45744276.000000 Penalty: 6336.449219
	Iteration 27Q: 3 clusters Score -4.574428e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317328 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -45744600.000000 Penalty: 6336.449219
	Iteration 28Q: 3 clusters Score -4.57446e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317969 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -45744852.000000 Penalty: 6336.449219
	Iteration 29Q: 3 clusters Score -4.574485e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318665 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -45745320.000000 Penalty: 6336.449219
	Iteration 30Q: 3 clusters Score -4.574532e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319431 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -45745792.000000 Penalty: 6336.449219
	Iteration 31Q: 3 clusters Score -4.574579e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320190 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -45746144.000000 Penalty: 6336.449219
	Iteration 32Q: 3 clusters Score -4.574614e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320975 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -45746612.000000 Penalty: 6336.449219
	Iteration 33Q: 3 clusters Score -4.574661e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321769 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.449219
	Iteration 34Q: 3 clusters Score -4.574726e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322592 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -45747800.000000 Penalty: 6336.449219
	Iteration 35Q: 3 clusters Score -4.57478e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323411 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -45748264.000000 Penalty: 6336.449219
	Iteration 36Q: 3 clusters Score -4.574826e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324260 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -45748840.000000 Penalty: 6336.449219
	Iteration 37Q: 3 clusters Score -4.574884e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325162 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -45749340.000000 Penalty: 6336.449219
	Iteration 38Q: 3 clusters Score -4.574934e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326112 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -45749940.000000 Penalty: 6336.449219
	Iteration 39Q: 3 clusters Score -4.574994e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327069 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -45750624.000000 Penalty: 6336.449219
	Iteration 40F: 3 clusters Score -4.575062e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328070 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -45751416.000000 Penalty: 6336.449219
	Iteration 41Q: 3 clusters Score -4.575142e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329101 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -45752164.000000 Penalty: 6336.449219
	Iteration 42Q: 3 clusters Score -4.575216e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330203 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -45753352.000000 Penalty: 6336.449219
	Iteration 43Q: 3 clusters Score -4.575335e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331407 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -45754672.000000 Penalty: 6336.449219
	Iteration 44Q: 3 clusters Score -4.575467e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332646 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -45756160.000000 Penalty: 6336.449219
	Iteration 45Q: 3 clusters Score -4.575616e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333882 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -45757392.000000 Penalty: 6336.449219
	Iteration 46Q: 3 clusters Score -4.575739e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335151 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -45758468.000000 Penalty: 6336.449219
	Iteration 47Q: 3 clusters Score -4.575847e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336415 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -45759424.000000 Penalty: 6336.449219
	Iteration 48Q: 3 clusters Score -4.575942e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337633 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -45760472.000000 Penalty: 6336.449219
	Iteration 49Q: 3 clusters Score -4.576047e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338808 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -45761280.000000 Penalty: 6336.449219
	Iteration 50Q: 3 clusters Score -4.576128e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339884 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -45762164.000000 Penalty: 6336.449219
	Iteration 51Q: 3 clusters Score -4.576216e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340956 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -45762964.000000 Penalty: 6336.449219
	Iteration 52Q: 3 clusters Score -4.576296e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341931 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -45763932.000000 Penalty: 6336.449219
	Iteration 53Q: 3 clusters Score -4.576393e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342822 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -45764556.000000 Penalty: 6336.449219
	Iteration 54Q: 3 clusters Score -4.576456e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343597 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -45765384.000000 Penalty: 6336.449219
	Iteration 55Q: 3 clusters Score -4.576538e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344272 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -45766068.000000 Penalty: 6336.449219
	Iteration 56Q: 3 clusters Score -4.576607e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344903 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -45766600.000000 Penalty: 6336.449219
	Iteration 57Q: 3 clusters Score -4.57666e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345450 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -45767068.000000 Penalty: 6336.449219
	Iteration 58Q: 3 clusters Score -4.576707e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345959 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -45767692.000000 Penalty: 6336.449219
	Iteration 59Q: 3 clusters Score -4.576769e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346385 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -45768252.000000 Penalty: 6336.449219
	Iteration 60F: 3 clusters Score -4.576825e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346796 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -45768660.000000 Penalty: 6336.449219
	Iteration 61Q: 3 clusters Score -4.576866e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347115 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -45768920.000000 Penalty: 6336.449219
	Iteration 62Q: 3 clusters Score -4.576892e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347437 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -45769236.000000 Penalty: 6336.449219
	Iteration 63Q: 3 clusters Score -4.576924e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347726 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -45769480.000000 Penalty: 6336.449219
	Iteration 64Q: 3 clusters Score -4.576948e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347975 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -45769756.000000 Penalty: 6336.449219
	Iteration 65Q: 3 clusters Score -4.576976e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348200 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -45769888.000000 Penalty: 6336.449219
	Iteration 66Q: 3 clusters Score -4.576989e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348405 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -45770068.000000 Penalty: 6336.449219
	Iteration 67Q: 3 clusters Score -4.577007e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348577 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -45770168.000000 Penalty: 6336.449219
	Iteration 68Q: 3 clusters Score -4.577017e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348738 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -45770328.000000 Penalty: 6336.449219
	Iteration 69Q: 3 clusters Score -4.577033e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348904 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -45770468.000000 Penalty: 6336.449219
	Iteration 70Q: 3 clusters Score -4.577047e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349058 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -45770584.000000 Penalty: 6336.449219
	Iteration 71Q: 3 clusters Score -4.577058e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349200 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -45770680.000000 Penalty: 6336.449219
	Iteration 72Q: 3 clusters Score -4.577068e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349328 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -45770724.000000 Penalty: 6336.449219
	Iteration 73Q: 3 clusters Score -4.577072e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349442 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -45770828.000000 Penalty: 6336.449219
	Iteration 74Q: 3 clusters Score -4.577083e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349528 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -45770872.000000 Penalty: 6336.449219
	Iteration 75Q: 3 clusters Score -4.577087e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349620 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -45770952.000000 Penalty: 6336.449219
	Iteration 76Q: 3 clusters Score -4.577095e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349699 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -45771040.000000 Penalty: 6336.449219
	Iteration 77Q: 3 clusters Score -4.577104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349772 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -45771044.000000 Penalty: 6336.449219
	Iteration 78Q: 3 clusters Score -4.577104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349838 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -45771076.000000 Penalty: 6336.449219
	Iteration 79Q: 3 clusters Score -4.577108e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349902 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -45771164.000000 Penalty: 6336.449219
	Iteration 80F: 3 clusters Score -4.577116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349948 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -45771100.000000 Penalty: 6336.449219
	Iteration 81Q: 3 clusters Score -4.57711e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349996 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -45771116.000000 Penalty: 6336.449219
	Iteration 82Q: 3 clusters Score -4.577112e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350039 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -45771128.000000 Penalty: 6336.449219
	Iteration 83Q: 3 clusters Score -4.577113e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350077 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -45771112.000000 Penalty: 6336.449219
	Iteration 84Q: 3 clusters Score -4.577111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350109 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -45771172.000000 Penalty: 6336.449219
	Iteration 85Q: 3 clusters Score -4.577117e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350133 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -45771220.000000 Penalty: 6336.449219
	Iteration 86Q: 3 clusters Score -4.577122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350155 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -45771196.000000 Penalty: 6336.449219
	Iteration 87Q: 3 clusters Score -4.57712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350173 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -45771236.000000 Penalty: 6336.449219
	Iteration 88Q: 3 clusters Score -4.577124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350202 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -45771260.000000 Penalty: 6336.449219
	Iteration 89Q: 3 clusters Score -4.577126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350229 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -45771264.000000 Penalty: 6336.449219
	Iteration 90Q: 3 clusters Score -4.577126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350254 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -45771300.000000 Penalty: 6336.449219
	Iteration 91Q: 3 clusters Score -4.57713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350282 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -45771292.000000 Penalty: 6336.449219
	Iteration 92Q: 3 clusters Score -4.577129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350315 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -45771308.000000 Penalty: 6336.449219
	Iteration 93Q: 3 clusters Score -4.577131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350334 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -45771344.000000 Penalty: 6336.449219
	Iteration 94Q: 3 clusters Score -4.577134e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350363 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -45771424.000000 Penalty: 6336.449219
	Iteration 95Q: 3 clusters Score -4.577142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350388 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -45771404.000000 Penalty: 6336.449219
	Iteration 96Q: 3 clusters Score -4.57714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350412 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -45771396.000000 Penalty: 6336.449219
	Iteration 97Q: 3 clusters Score -4.57714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350435 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -45771416.000000 Penalty: 6336.449219
	Iteration 98Q: 3 clusters Score -4.577142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350456 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -45771428.000000 Penalty: 6336.449219
	Iteration 99Q: 3 clusters Score -4.577143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350481 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -45771420.000000 Penalty: 6336.449219
	Iteration 100F: 3 clusters Score -4.577142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350505 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -45771412.000000 Penalty: 6336.449219
	Iteration 101Q: 3 clusters Score -4.577141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350529 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -45771396.000000 Penalty: 6336.449219
	Iteration 102Q: 3 clusters Score -4.57714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350543 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -45771400.000000 Penalty: 6336.449219
	Iteration 103Q: 3 clusters Score -4.57714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350559 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -45771428.000000 Penalty: 6336.449219
	Iteration 104Q: 3 clusters Score -4.577143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350575 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -45771456.000000 Penalty: 6336.449219
	Iteration 105Q: 3 clusters Score -4.577146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350586 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -45771408.000000 Penalty: 6336.449219
	Iteration 106Q: 3 clusters Score -4.577141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350593 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -45771424.000000 Penalty: 6336.449219
	Iteration 107Q: 3 clusters Score -4.577142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350605 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -45771424.000000 Penalty: 6336.449219
	Iteration 108Q: 3 clusters Score -4.577142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350614 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -45771464.000000 Penalty: 6336.449219
	Iteration 109Q: 3 clusters Score -4.577146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350624 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -45771456.000000 Penalty: 6336.449219
	Iteration 110Q: 3 clusters Score -4.577146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350629 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -45771480.000000 Penalty: 6336.449219
	Iteration 111Q: 3 clusters Score -4.577148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350633 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -45771508.000000 Penalty: 6336.449219
	Iteration 112Q: 3 clusters Score -4.577151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350638 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -45771484.000000 Penalty: 6336.449219
	Iteration 113Q: 3 clusters Score -4.577148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350641 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -45771464.000000 Penalty: 6336.449219
	Iteration 114Q: 3 clusters Score -4.577146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350640 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -45771496.000000 Penalty: 6336.449219
	Iteration 115Q: 3 clusters Score -4.57715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350641 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -45771504.000000 Penalty: 6336.449219
	Iteration 116Q: 3 clusters Score -4.57715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350642 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -45771512.000000 Penalty: 6336.449219
	Iteration 117Q: 3 clusters Score -4.577151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350642 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -45771512.000000 Penalty: 6336.449219
	Iteration 118F: 3 clusters Score -4.577151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -709394.125000 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -709394.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -704465.062500 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -704465.1 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -705687.000000 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -705687 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -705934.812500 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -705934.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -706073.000000 Penalty: 4284.004883
	Iteration 3Q: 3 clusters Score -706073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -706158.312500 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -706158.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -706222.375000 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -706222.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -706275.062500 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -706275.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -706323.437500 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -706323.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -706365.750000 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -706365.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -706401.750000 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -706401.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -706438.312500 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -706438.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -706482.937500 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -706482.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -706536.000000 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -706536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -706595.562500 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -706595.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -706648.312500 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -706648.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -706697.375000 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -706697.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -706756.125000 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -706756.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -706816.937500 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -706816.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -706889.500000 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -706889.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -706961.625000 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -706961.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -707021.125000 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -707021.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -707073.125000 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -707073.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -707125.375000 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -707125.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -707174.375000 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -707174.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -707221.687500 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -707221.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -707259.437500 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -707259.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -707299.500000 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -707299.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -707351.125000 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -707351.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -707386.687500 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -707386.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -707414.000000 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -707414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -707435.687500 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -707435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -707453.312500 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -707453.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -707470.437500 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -707470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -707480.312500 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -707480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -707485.312500 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -707485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -707486.562500 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -707486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -707487.562500 Penalty: 4284.004883
	Iteration 36Q: 3 clusters Score -707487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -707491.375000 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -707491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -707497.437500 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -707497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -707502.500000 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -707502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -707505.562500 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -707505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -707507.562500 Penalty: 4284.004883
	Iteration 41Q: 3 clusters Score -707507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -707513.000000 Penalty: 4284.004883
	Iteration 42Q: 3 clusters Score -707513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -707517.062500 Penalty: 4284.004883
	Iteration 43Q: 3 clusters Score -707517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -707522.937500 Penalty: 4284.004883
	Iteration 44Q: 3 clusters Score -707522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -707522.000000 Penalty: 4284.004883
	Iteration 45Q: 3 clusters Score -707522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -707522.000000 Penalty: 4284.004883
	Iteration 46F: 3 clusters Score -707522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Entering Unmasked Estep 
Score: -8097531.500000 Penalty: 2738.624756
	Iteration 0F: 2 clusters Score -8097532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -8055460.500000 Penalty: 5477.249512
	Iteration 0F: 3 clusters Score -8055460 nChanged 29207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -8071795.000000 Penalty: 5477.249512
	Iteration 1F: 3 clusters Score -8071795 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -8072418.000000 Penalty: 5477.249512
	Iteration 2Q: 3 clusters Score -8072418 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -8072960.500000 Penalty: 5477.249512
	Iteration 3Q: 3 clusters Score -8072960 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -8073482.000000 Penalty: 5477.249512
	Iteration 4Q: 3 clusters Score -8073482 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -8074268.000000 Penalty: 5477.249512
	Iteration 5Q: 3 clusters Score -8074268 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8075140.000000 Penalty: 5477.249512
	Iteration 6Q: 3 clusters Score -8075140 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8076384.500000 Penalty: 5477.249512
	Iteration 7Q: 3 clusters Score -8076384 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -8078138.000000 Penalty: 5477.249512
	Iteration 8Q: 3 clusters Score -8078138 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -8080336.000000 Penalty: 5477.249512
	Iteration 9F: 3 clusters Score -8080336 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8082567.000000 Penalty: 5477.249512
	Iteration 10F: 3 clusters Score -8082567 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -8084704.500000 Penalty: 5477.249512
	Iteration 11F: 3 clusters Score -8084704 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -8086460.500000 Penalty: 5477.249512
	Iteration 12Q: 3 clusters Score -8086460 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -8087672.500000 Penalty: 5477.249512
	Iteration 13Q: 3 clusters Score -8087672 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -8088617.000000 Penalty: 5477.249512
	Iteration 14Q: 3 clusters Score -8088617 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8089444.000000 Penalty: 5477.249512
	Iteration 15Q: 3 clusters Score -8089444 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -8090212.000000 Penalty: 5477.249512
	Iteration 16Q: 3 clusters Score -8090212 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8090940.500000 Penalty: 5477.249512
	Iteration 17Q: 3 clusters Score -8090940 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8091690.500000 Penalty: 5477.249512
	Iteration 18Q: 3 clusters Score -8091690 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8092368.000000 Penalty: 5477.249512
	Iteration 19Q: 3 clusters Score -8092368 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8093103.500000 Penalty: 5477.249512
	Iteration 20F: 3 clusters Score -8093104 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8093819.000000 Penalty: 5477.249512
	Iteration 21Q: 3 clusters Score -8093819 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8094368.000000 Penalty: 5477.249512
	Iteration 22Q: 3 clusters Score -8094368 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8094777.000000 Penalty: 5477.249512
	Iteration 23Q: 3 clusters Score -8094777 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8094987.500000 Penalty: 5477.249512
	Iteration 24Q: 3 clusters Score -8094988 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8095132.000000 Penalty: 5477.249512
	Iteration 25Q: 3 clusters Score -8095132 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8095245.500000 Penalty: 5477.249512
	Iteration 26Q: 3 clusters Score -8095246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8095308.000000 Penalty: 5477.249512
	Iteration 27Q: 3 clusters Score -8095308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8095363.500000 Penalty: 5477.249512
	Iteration 28Q: 3 clusters Score -8095364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8095404.000000 Penalty: 5477.249512
	Iteration 29Q: 3 clusters Score -8095404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8095443.000000 Penalty: 5477.249512
	Iteration 30Q: 3 clusters Score -8095443 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8095473.000000 Penalty: 5477.249512
	Iteration 31Q: 3 clusters Score -8095473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8095501.500000 Penalty: 5477.249512
	Iteration 32Q: 3 clusters Score -8095502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8095520.500000 Penalty: 5477.249512
	Iteration 33Q: 3 clusters Score -8095520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8095534.000000 Penalty: 5477.249512
	Iteration 34Q: 3 clusters Score -8095534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8095551.500000 Penalty: 5477.249512
	Iteration 35Q: 3 clusters Score -8095552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8095553.500000 Penalty: 5477.249512
	Iteration 36Q: 3 clusters Score -8095554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8095579.000000 Penalty: 5477.249512
	Iteration 37Q: 3 clusters Score -8095579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8095585.500000 Penalty: 5477.249512
	Iteration 38Q: 3 clusters Score -8095586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8095579.000000 Penalty: 5477.249512
	Iteration 39Q: 3 clusters Score -8095579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8095580.000000 Penalty: 5477.249512
	Iteration 40F: 3 clusters Score -8095580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8095588.500000 Penalty: 5477.249512
	Iteration 41Q: 3 clusters Score -8095588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8095586.500000 Penalty: 5477.249512
	Iteration 42Q: 3 clusters Score -8095586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8095588.000000 Penalty: 5477.249512
	Iteration 43Q: 3 clusters Score -8095588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8095597.500000 Penalty: 5477.249512
	Iteration 44Q: 3 clusters Score -8095598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8095600.000000 Penalty: 5477.249512
	Iteration 45Q: 3 clusters Score -8095600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8095601.000000 Penalty: 5477.249512
	Iteration 46Q: 3 clusters Score -8095601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8095608.500000 Penalty: 5477.249512
	Iteration 47Q: 3 clusters Score -8095608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8095615.000000 Penalty: 5477.249512
	Iteration 48Q: 3 clusters Score -8095615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8095613.500000 Penalty: 5477.249512
	Iteration 49Q: 3 clusters Score -8095614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8095626.000000 Penalty: 5477.249512
	Iteration 50Q: 3 clusters Score -8095626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8095632.000000 Penalty: 5477.249512
	Iteration 51Q: 3 clusters Score -8095632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8095632.500000 Penalty: 5477.249512
	Iteration 52Q: 3 clusters Score -8095632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8095638.500000 Penalty: 5477.249512
	Iteration 53Q: 3 clusters Score -8095638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8095641.500000 Penalty: 5477.249512
	Iteration 54Q: 3 clusters Score -8095642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8095632.500000 Penalty: 5477.249512
	Iteration 55Q: 3 clusters Score -8095632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8095640.000000 Penalty: 5477.249512
	Iteration 56Q: 3 clusters Score -8095640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8095639.000000 Penalty: 5477.249512
	Iteration 57Q: 3 clusters Score -8095639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8095648.500000 Penalty: 5477.249512
	Iteration 58Q: 3 clusters Score -8095648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8095629.500000 Penalty: 5477.249512
	Iteration 59Q: 3 clusters Score -8095630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8095624.500000 Penalty: 5477.249512
	Iteration 60F: 3 clusters Score -8095624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8095623.000000 Penalty: 5477.249512
	Iteration 61Q: 3 clusters Score -8095623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8095631.000000 Penalty: 5477.249512
	Iteration 62Q: 3 clusters Score -8095631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8095642.000000 Penalty: 5477.249512
	Iteration 63Q: 3 clusters Score -8095642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8095642.500000 Penalty: 5477.249512
	Iteration 64Q: 3 clusters Score -8095642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8095644.500000 Penalty: 5477.249512
	Iteration 65Q: 3 clusters Score -8095644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8095647.500000 Penalty: 5477.249512
	Iteration 66Q: 3 clusters Score -8095648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8095652.500000 Penalty: 5477.249512
	Iteration 67Q: 3 clusters Score -8095652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8095653.000000 Penalty: 5477.249512
	Iteration 68Q: 3 clusters Score -8095653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8095657.000000 Penalty: 5477.249512
	Iteration 69Q: 3 clusters Score -8095657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8095652.500000 Penalty: 5477.249512
	Iteration 70Q: 3 clusters Score -8095652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8095653.500000 Penalty: 5477.249512
	Iteration 71Q: 3 clusters Score -8095654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8095653.500000 Penalty: 5477.249512
	Iteration 72F: 3 clusters Score -8095654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1503023.625000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -1503024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1493167.000000 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -1493167 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1496742.750000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -1496743 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1497647.875000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -1497648 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1498516.875000 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -1498517 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1499289.250000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -1499289 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1499909.500000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -1499910 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1500354.500000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -1500354 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1500636.625000 Penalty: 4724.148926
	Iteration 7Q: 3 clusters Score -1500637 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1500814.000000 Penalty: 4724.148926
	Iteration 8Q: 3 clusters Score -1500814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1500906.250000 Penalty: 4724.148926
	Iteration 9Q: 3 clusters Score -1500906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1500982.375000 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -1500982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1501045.750000 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -1501046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1501079.625000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -1501080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1501105.750000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -1501106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1501121.125000 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -1501121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1501128.625000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -1501129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1501142.000000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -1501142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1501154.125000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -1501154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1501165.500000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -1501166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1501171.125000 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -1501171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1501192.250000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -1501192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1501204.125000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -1501204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1501213.250000 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -1501213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1501226.875000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -1501227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1501238.125000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -1501238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1501243.875000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -1501244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1501251.875000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -1501252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1501262.125000 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -1501262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1501260.000000 Penalty: 4724.148926
	Iteration 28Q: 3 clusters Score -1501260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1501267.125000 Penalty: 4724.148926
	Iteration 29Q: 3 clusters Score -1501267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1501273.625000 Penalty: 4724.148926
	Iteration 30Q: 3 clusters Score -1501274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1501280.125000 Penalty: 4724.148926
	Iteration 31Q: 3 clusters Score -1501280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1501279.500000 Penalty: 4724.148926
	Iteration 32Q: 3 clusters Score -1501280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1501277.625000 Penalty: 4724.148926
	Iteration 33Q: 3 clusters Score -1501278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1501278.125000 Penalty: 4724.148926
	Iteration 34Q: 3 clusters Score -1501278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1501279.500000 Penalty: 4724.148926
	Iteration 35Q: 3 clusters Score -1501280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1501281.625000 Penalty: 4724.148926
	Iteration 36Q: 3 clusters Score -1501282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1501284.375000 Penalty: 4724.148926
	Iteration 37Q: 3 clusters Score -1501284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1501287.750000 Penalty: 4724.148926
	Iteration 38Q: 3 clusters Score -1501288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1501289.625000 Penalty: 4724.148926
	Iteration 39Q: 3 clusters Score -1501290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1501290.000000 Penalty: 4724.148926
	Iteration 40F: 3 clusters Score -1501290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1501290.750000 Penalty: 4724.148926
	Iteration 41Q: 3 clusters Score -1501291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1501291.375000 Penalty: 4724.148926
	Iteration 42Q: 3 clusters Score -1501291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1501297.250000 Penalty: 4724.148926
	Iteration 43Q: 3 clusters Score -1501297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1501301.875000 Penalty: 4724.148926
	Iteration 44Q: 3 clusters Score -1501302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1501303.875000 Penalty: 4724.148926
	Iteration 45Q: 3 clusters Score -1501304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1501305.625000 Penalty: 4724.148926
	Iteration 46Q: 3 clusters Score -1501306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1501303.875000 Penalty: 4724.148926
	Iteration 47Q: 3 clusters Score -1501304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1501303.875000 Penalty: 4724.148926
	Iteration 48Q: 3 clusters Score -1501304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1501303.500000 Penalty: 4724.148926
	Iteration 49Q: 3 clusters Score -1501304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1501305.375000 Penalty: 4724.148926
	Iteration 50Q: 3 clusters Score -1501305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1501305.375000 Penalty: 4724.148926
	Iteration 51F: 3 clusters Score -1501305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -707572.312500 Penalty: 2162.350342
	Iteration 0F: 2 clusters Score -707572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -702342.375000 Penalty: 4324.700684
	Iteration 0F: 3 clusters Score -702342.4 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -703717.500000 Penalty: 4324.700684
	Iteration 1F: 3 clusters Score -703717.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -704010.000000 Penalty: 4324.700684
	Iteration 2F: 3 clusters Score -704010 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -704231.937500 Penalty: 4324.700684
	Iteration 3F: 3 clusters Score -704231.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -704408.875000 Penalty: 4324.700684
	Iteration 4Q: 3 clusters Score -704408.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -704550.625000 Penalty: 4324.700684
	Iteration 5Q: 3 clusters Score -704550.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -704666.687500 Penalty: 4324.700684
	Iteration 6Q: 3 clusters Score -704666.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -704768.812500 Penalty: 4324.700684
	Iteration 7Q: 3 clusters Score -704768.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -704863.187500 Penalty: 4324.700684
	Iteration 8Q: 3 clusters Score -704863.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -704938.375000 Penalty: 4324.700684
	Iteration 9Q: 3 clusters Score -704938.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -704995.000000 Penalty: 4324.700684
	Iteration 10Q: 3 clusters Score -704995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -705046.937500 Penalty: 4324.700684
	Iteration 11Q: 3 clusters Score -705046.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -705100.312500 Penalty: 4324.700684
	Iteration 12Q: 3 clusters Score -705100.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -705156.812500 Penalty: 4324.700684
	Iteration 13Q: 3 clusters Score -705156.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -705207.750000 Penalty: 4324.700684
	Iteration 14Q: 3 clusters Score -705207.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -705246.312500 Penalty: 4324.700684
	Iteration 15Q: 3 clusters Score -705246.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -705291.437500 Penalty: 4324.700684
	Iteration 16Q: 3 clusters Score -705291.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -705344.000000 Penalty: 4324.700684
	Iteration 17Q: 3 clusters Score -705344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -705400.500000 Penalty: 4324.700684
	Iteration 18Q: 3 clusters Score -705400.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -705458.562500 Penalty: 4324.700684
	Iteration 19Q: 3 clusters Score -705458.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -705535.062500 Penalty: 4324.700684
	Iteration 20F: 3 clusters Score -705535.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -705601.000000 Penalty: 4324.700684
	Iteration 21Q: 3 clusters Score -705601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -705671.812500 Penalty: 4324.700684
	Iteration 22Q: 3 clusters Score -705671.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -705730.187500 Penalty: 4324.700684
	Iteration 23Q: 3 clusters Score -705730.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -705786.812500 Penalty: 4324.700684
	Iteration 24Q: 3 clusters Score -705786.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -705821.750000 Penalty: 4324.700684
	Iteration 25Q: 3 clusters Score -705821.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -705843.687500 Penalty: 4324.700684
	Iteration 26Q: 3 clusters Score -705843.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -705869.437500 Penalty: 4324.700684
	Iteration 27Q: 3 clusters Score -705869.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -705889.937500 Penalty: 4324.700684
	Iteration 28Q: 3 clusters Score -705889.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -705904.250000 Penalty: 4324.700684
	Iteration 29Q: 3 clusters Score -705904.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -705917.875000 Penalty: 4324.700684
	Iteration 30Q: 3 clusters Score -705917.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -705934.625000 Penalty: 4324.700684
	Iteration 31Q: 3 clusters Score -705934.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -705947.500000 Penalty: 4324.700684
	Iteration 32Q: 3 clusters Score -705947.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -705963.125000 Penalty: 4324.700684
	Iteration 33Q: 3 clusters Score -705963.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -705979.250000 Penalty: 4324.700684
	Iteration 34Q: 3 clusters Score -705979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -705995.125000 Penalty: 4324.700684
	Iteration 35Q: 3 clusters Score -705995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -706001.375000 Penalty: 4324.700684
	Iteration 36Q: 3 clusters Score -706001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -706011.125000 Penalty: 4324.700684
	Iteration 37Q: 3 clusters Score -706011.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -706020.125000 Penalty: 4324.700684
	Iteration 38Q: 3 clusters Score -706020.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -706028.500000 Penalty: 4324.700684
	Iteration 39Q: 3 clusters Score -706028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -706033.812500 Penalty: 4324.700684
	Iteration 40F: 3 clusters Score -706033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -706041.250000 Penalty: 4324.700684
	Iteration 41Q: 3 clusters Score -706041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -706046.187500 Penalty: 4324.700684
	Iteration 42Q: 3 clusters Score -706046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -706051.812500 Penalty: 4324.700684
	Iteration 43Q: 3 clusters Score -706051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -706054.812500 Penalty: 4324.700684
	Iteration 44Q: 3 clusters Score -706054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -706060.812500 Penalty: 4324.700684
	Iteration 45Q: 3 clusters Score -706060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -706069.562500 Penalty: 4324.700684
	Iteration 46Q: 3 clusters Score -706069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -706075.625000 Penalty: 4324.700684
	Iteration 47Q: 3 clusters Score -706075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -706081.437500 Penalty: 4324.700684
	Iteration 48Q: 3 clusters Score -706081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -706089.187500 Penalty: 4324.700684
	Iteration 49Q: 3 clusters Score -706089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -706094.875000 Penalty: 4324.700684
	Iteration 50Q: 3 clusters Score -706094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -706099.000000 Penalty: 4324.700684
	Iteration 51Q: 3 clusters Score -706099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -706102.250000 Penalty: 4324.700684
	Iteration 52Q: 3 clusters Score -706102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -706105.250000 Penalty: 4324.700684
	Iteration 53Q: 3 clusters Score -706105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -706107.875000 Penalty: 4324.700684
	Iteration 54Q: 3 clusters Score -706107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -706109.937500 Penalty: 4324.700684
	Iteration 55Q: 3 clusters Score -706109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -706111.312500 Penalty: 4324.700684
	Iteration 56Q: 3 clusters Score -706111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -706113.500000 Penalty: 4324.700684
	Iteration 57Q: 3 clusters Score -706113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -706115.562500 Penalty: 4324.700684
	Iteration 58Q: 3 clusters Score -706115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -706117.250000 Penalty: 4324.700684
	Iteration 59Q: 3 clusters Score -706117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -706117.875000 Penalty: 4324.700684
	Iteration 60F: 3 clusters Score -706117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -706118.125000 Penalty: 4324.700684
	Iteration 61Q: 3 clusters Score -706118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -706118.250000 Penalty: 4324.700684
	Iteration 62Q: 3 clusters Score -706118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -706118.250000 Penalty: 4324.700684
	Iteration 63F: 3 clusters Score -706118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Entering Unmasked Estep 
Score: -1969857.625000 Penalty: 2382.977539
	Iteration 0F: 2 clusters Score -1969858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1959127.625000 Penalty: 4765.955078
	Iteration 0F: 3 clusters Score -1959128 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1962462.250000 Penalty: 4765.955078
	Iteration 1F: 3 clusters Score -1962462 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1962806.000000 Penalty: 4765.955078
	Iteration 2F: 3 clusters Score -1962806 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1963134.500000 Penalty: 4765.955078
	Iteration 3Q: 3 clusters Score -1963134 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1963479.000000 Penalty: 4765.955078
	Iteration 4Q: 3 clusters Score -1963479 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1963867.000000 Penalty: 4765.955078
	Iteration 5Q: 3 clusters Score -1963867 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1964330.250000 Penalty: 4765.955078
	Iteration 6F: 3 clusters Score -1964330 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1964918.625000 Penalty: 4765.955078
	Iteration 7F: 3 clusters Score -1964919 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1965575.750000 Penalty: 4765.955078
	Iteration 8F: 3 clusters Score -1965576 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1966171.750000 Penalty: 4765.955078
	Iteration 9Q: 3 clusters Score -1966172 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1966686.375000 Penalty: 4765.955078
	Iteration 10Q: 3 clusters Score -1966686 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1967037.000000 Penalty: 4765.955078
	Iteration 11Q: 3 clusters Score -1967037 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1967249.375000 Penalty: 4765.955078
	Iteration 12Q: 3 clusters Score -1967249 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1967371.250000 Penalty: 4765.955078
	Iteration 13Q: 3 clusters Score -1967371 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1967459.000000 Penalty: 4765.955078
	Iteration 14Q: 3 clusters Score -1967459 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1967521.625000 Penalty: 4765.955078
	Iteration 15Q: 3 clusters Score -1967522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1967575.375000 Penalty: 4765.955078
	Iteration 16Q: 3 clusters Score -1967575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1967619.250000 Penalty: 4765.955078
	Iteration 17Q: 3 clusters Score -1967619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1967648.000000 Penalty: 4765.955078
	Iteration 18Q: 3 clusters Score -1967648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1967666.250000 Penalty: 4765.955078
	Iteration 19Q: 3 clusters Score -1967666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1967679.000000 Penalty: 4765.955078
	Iteration 20F: 3 clusters Score -1967679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1967703.750000 Penalty: 4765.955078
	Iteration 21Q: 3 clusters Score -1967704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1967711.625000 Penalty: 4765.955078
	Iteration 22Q: 3 clusters Score -1967712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1967724.625000 Penalty: 4765.955078
	Iteration 23Q: 3 clusters Score -1967725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1967735.750000 Penalty: 4765.955078
	Iteration 24Q: 3 clusters Score -1967736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1967740.750000 Penalty: 4765.955078
	Iteration 25Q: 3 clusters Score -1967741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1967746.750000 Penalty: 4765.955078
	Iteration 26Q: 3 clusters Score -1967747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1967748.250000 Penalty: 4765.955078
	Iteration 27Q: 3 clusters Score -1967748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1967751.125000 Penalty: 4765.955078
	Iteration 28Q: 3 clusters Score -1967751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1967753.000000 Penalty: 4765.955078
	Iteration 29Q: 3 clusters Score -1967753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1967760.250000 Penalty: 4765.955078
	Iteration 30Q: 3 clusters Score -1967760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1967763.625000 Penalty: 4765.955078
	Iteration 31Q: 3 clusters Score -1967764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1967771.875000 Penalty: 4765.955078
	Iteration 32Q: 3 clusters Score -1967772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1967775.375000 Penalty: 4765.955078
	Iteration 33Q: 3 clusters Score -1967775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1967777.500000 Penalty: 4765.955078
	Iteration 34Q: 3 clusters Score -1967778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1967780.250000 Penalty: 4765.955078
	Iteration 35Q: 3 clusters Score -1967780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1967789.000000 Penalty: 4765.955078
	Iteration 36Q: 3 clusters Score -1967789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1967791.250000 Penalty: 4765.955078
	Iteration 37Q: 3 clusters Score -1967791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1967793.875000 Penalty: 4765.955078
	Iteration 38Q: 3 clusters Score -1967794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1967791.375000 Penalty: 4765.955078
	Iteration 39Q: 3 clusters Score -1967791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1967794.125000 Penalty: 4765.955078
	Iteration 40F: 3 clusters Score -1967794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1967792.000000 Penalty: 4765.955078
	Iteration 41Q: 3 clusters Score -1967792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1967792.125000 Penalty: 4765.955078
	Iteration 42Q: 3 clusters Score -1967792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1967793.750000 Penalty: 4765.955078
	Iteration 43Q: 3 clusters Score -1967794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1967793.750000 Penalty: 4765.955078
	Iteration 44Q: 3 clusters Score -1967794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1967795.375000 Penalty: 4765.955078
	Iteration 45Q: 3 clusters Score -1967795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1967795.125000 Penalty: 4765.955078
	Iteration 46Q: 3 clusters Score -1967795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1967794.125000 Penalty: 4765.955078
	Iteration 47Q: 3 clusters Score -1967794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1967797.875000 Penalty: 4765.955078
	Iteration 48Q: 3 clusters Score -1967798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1967796.750000 Penalty: 4765.955078
	Iteration 49Q: 3 clusters Score -1967797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1967797.125000 Penalty: 4765.955078
	Iteration 50Q: 3 clusters Score -1967797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1967800.000000 Penalty: 4765.955078
	Iteration 51Q: 3 clusters Score -1967800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1967800.750000 Penalty: 4765.955078
	Iteration 52Q: 3 clusters Score -1967801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1967802.125000 Penalty: 4765.955078
	Iteration 53Q: 3 clusters Score -1967802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1967807.000000 Penalty: 4765.955078
	Iteration 54Q: 3 clusters Score -1967807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1967807.750000 Penalty: 4765.955078
	Iteration 55Q: 3 clusters Score -1967808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1967809.750000 Penalty: 4765.955078
	Iteration 56Q: 3 clusters Score -1967810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1967808.875000 Penalty: 4765.955078
	Iteration 57Q: 3 clusters Score -1967809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1967807.000000 Penalty: 4765.955078
	Iteration 58Q: 3 clusters Score -1967807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1967807.000000 Penalty: 4765.955078
	Iteration 59F: 3 clusters Score -1967807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Entering Unmasked Estep 
Score: -1505908.125000 Penalty: 2326.971191
	Iteration 0F: 2 clusters Score -1505908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1497013.750000 Penalty: 4653.942383
	Iteration 0F: 3 clusters Score -1497014 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1499795.875000 Penalty: 4653.942383
	Iteration 1F: 3 clusters Score -1499796 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1500244.500000 Penalty: 4653.942383
	Iteration 2F: 3 clusters Score -1500244 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1500656.625000 Penalty: 4653.942383
	Iteration 3F: 3 clusters Score -1500657 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1501084.125000 Penalty: 4653.942383
	Iteration 4F: 3 clusters Score -1501084 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1501543.250000 Penalty: 4653.942383
	Iteration 5F: 3 clusters Score -1501543 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1502038.250000 Penalty: 4653.942383
	Iteration 6F: 3 clusters Score -1502038 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1502551.250000 Penalty: 4653.942383
	Iteration 7F: 3 clusters Score -1502551 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1502973.750000 Penalty: 4653.942383
	Iteration 8Q: 3 clusters Score -1502974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1503303.625000 Penalty: 4653.942383
	Iteration 9Q: 3 clusters Score -1503304 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1503535.000000 Penalty: 4653.942383
	Iteration 10Q: 3 clusters Score -1503535 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1503698.125000 Penalty: 4653.942383
	Iteration 11Q: 3 clusters Score -1503698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1503827.125000 Penalty: 4653.942383
	Iteration 12Q: 3 clusters Score -1503827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1503916.625000 Penalty: 4653.942383
	Iteration 13Q: 3 clusters Score -1503917 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1503986.875000 Penalty: 4653.942383
	Iteration 14Q: 3 clusters Score -1503987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1504039.250000 Penalty: 4653.942383
	Iteration 15Q: 3 clusters Score -1504039 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1504091.625000 Penalty: 4653.942383
	Iteration 16Q: 3 clusters Score -1504092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1504126.000000 Penalty: 4653.942383
	Iteration 17Q: 3 clusters Score -1504126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1504150.750000 Penalty: 4653.942383
	Iteration 18Q: 3 clusters Score -1504151 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1504175.500000 Penalty: 4653.942383
	Iteration 19Q: 3 clusters Score -1504176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1504193.375000 Penalty: 4653.942383
	Iteration 20F: 3 clusters Score -1504193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1504197.500000 Penalty: 4653.942383
	Iteration 21Q: 3 clusters Score -1504198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1504205.875000 Penalty: 4653.942383
	Iteration 22Q: 3 clusters Score -1504206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1504212.875000 Penalty: 4653.942383
	Iteration 23Q: 3 clusters Score -1504213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1504217.250000 Penalty: 4653.942383
	Iteration 24Q: 3 clusters Score -1504217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1504218.750000 Penalty: 4653.942383
	Iteration 25Q: 3 clusters Score -1504219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1504223.250000 Penalty: 4653.942383
	Iteration 26Q: 3 clusters Score -1504223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1504226.125000 Penalty: 4653.942383
	Iteration 27Q: 3 clusters Score -1504226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1504226.000000 Penalty: 4653.942383
	Iteration 28Q: 3 clusters Score -1504226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1504226.625000 Penalty: 4653.942383
	Iteration 29Q: 3 clusters Score -1504227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1504229.750000 Penalty: 4653.942383
	Iteration 30Q: 3 clusters Score -1504230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1504229.125000 Penalty: 4653.942383
	Iteration 31Q: 3 clusters Score -1504229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1504230.750000 Penalty: 4653.942383
	Iteration 32Q: 3 clusters Score -1504231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1504231.750000 Penalty: 4653.942383
	Iteration 33Q: 3 clusters Score -1504232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1504236.500000 Penalty: 4653.942383
	Iteration 34Q: 3 clusters Score -1504236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1504235.625000 Penalty: 4653.942383
	Iteration 35Q: 3 clusters Score -1504236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1504236.375000 Penalty: 4653.942383
	Iteration 36Q: 3 clusters Score -1504236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1504235.500000 Penalty: 4653.942383
	Iteration 37Q: 3 clusters Score -1504236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1504235.500000 Penalty: 4653.942383
	Iteration 38F: 3 clusters Score -1504236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1398320.375000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1398320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1390007.250000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1390007 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1392532.000000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1392532 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1392853.375000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1392853 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1393073.750000 Penalty: 4615.512207
	Iteration 3Q: 3 clusters Score -1393074 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1393202.875000 Penalty: 4615.512207
	Iteration 4Q: 3 clusters Score -1393203 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1393324.625000 Penalty: 4615.512207
	Iteration 5Q: 3 clusters Score -1393325 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1393467.375000 Penalty: 4615.512207
	Iteration 6Q: 3 clusters Score -1393467 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1393614.500000 Penalty: 4615.512207
	Iteration 7Q: 3 clusters Score -1393614 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1393776.000000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1393776 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1393970.750000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1393971 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1394215.375000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1394215 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1394494.000000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1394494 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1394784.625000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1394785 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1395069.125000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1395069 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1395335.125000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1395335 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1395547.750000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1395548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1395735.875000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1395736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1395883.500000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1395884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1395998.375000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1395998 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1396078.750000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1396079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1396128.625000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1396129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1396169.125000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1396169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1396194.500000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1396194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1396209.000000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1396209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1396222.875000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1396223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1396238.875000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1396239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1396248.125000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1396248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1396257.500000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1396258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1396260.250000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1396260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1396262.250000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1396262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1396271.500000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1396272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1396274.000000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1396274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1396274.375000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1396274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1396276.375000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1396276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1396278.250000 Penalty: 4615.512207
	Iteration 34Q: 3 clusters Score -1396278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1396281.125000 Penalty: 4615.512207
	Iteration 35Q: 3 clusters Score -1396281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1396286.375000 Penalty: 4615.512207
	Iteration 36Q: 3 clusters Score -1396286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1396288.625000 Penalty: 4615.512207
	Iteration 37Q: 3 clusters Score -1396289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1396296.000000 Penalty: 4615.512207
	Iteration 38Q: 3 clusters Score -1396296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1396305.375000 Penalty: 4615.512207
	Iteration 39Q: 3 clusters Score -1396305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1396310.000000 Penalty: 4615.512207
	Iteration 40F: 3 clusters Score -1396310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1396312.500000 Penalty: 4615.512207
	Iteration 41Q: 3 clusters Score -1396312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1396311.250000 Penalty: 4615.512207
	Iteration 42Q: 3 clusters Score -1396311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1396311.250000 Penalty: 4615.512207
	Iteration 43F: 3 clusters Score -1396311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Entering Unmasked Estep 
Score: -7085067.500000 Penalty: 2702.455566
	Iteration 0F: 2 clusters Score -7085068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -7048542.500000 Penalty: 5404.911133
	Iteration 0F: 3 clusters Score -7048542 nChanged 25081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -7062930.000000 Penalty: 5404.911133
	Iteration 1F: 3 clusters Score -7062930 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -7064031.500000 Penalty: 5404.911133
	Iteration 2Q: 3 clusters Score -7064032 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -7065373.000000 Penalty: 5404.911133
	Iteration 3F: 3 clusters Score -7065373 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7067013.500000 Penalty: 5404.911133
	Iteration 4F: 3 clusters Score -7067014 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7069367.000000 Penalty: 5404.911133
	Iteration 5F: 3 clusters Score -7069367 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -7072187.000000 Penalty: 5404.911133
	Iteration 6F: 3 clusters Score -7072187 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7075279.000000 Penalty: 5404.911133
	Iteration 7F: 3 clusters Score -7075279 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -7078134.000000 Penalty: 5404.911133
	Iteration 8F: 3 clusters Score -7078134 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -7080612.500000 Penalty: 5404.911133
	Iteration 9Q: 3 clusters Score -7080612 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -7082393.000000 Penalty: 5404.911133
	Iteration 10Q: 3 clusters Score -7082393 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -7083326.500000 Penalty: 5404.911133
	Iteration 11Q: 3 clusters Score -7083326 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -7083754.500000 Penalty: 5404.911133
	Iteration 12Q: 3 clusters Score -7083754 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -7084077.500000 Penalty: 5404.911133
	Iteration 13Q: 3 clusters Score -7084078 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -7084287.500000 Penalty: 5404.911133
	Iteration 14Q: 3 clusters Score -7084288 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -7084367.500000 Penalty: 5404.911133
	Iteration 15Q: 3 clusters Score -7084368 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -7084503.000000 Penalty: 5404.911133
	Iteration 16Q: 3 clusters Score -7084503 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -7084603.000000 Penalty: 5404.911133
	Iteration 17Q: 3 clusters Score -7084603 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7084668.500000 Penalty: 5404.911133
	Iteration 18Q: 3 clusters Score -7084668 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -7084691.000000 Penalty: 5404.911133
	Iteration 19Q: 3 clusters Score -7084691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -7084719.000000 Penalty: 5404.911133
	Iteration 20F: 3 clusters Score -7084719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -7084734.500000 Penalty: 5404.911133
	Iteration 21Q: 3 clusters Score -7084734 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -7084756.500000 Penalty: 5404.911133
	Iteration 22Q: 3 clusters Score -7084756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -7084791.500000 Penalty: 5404.911133
	Iteration 23Q: 3 clusters Score -7084792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -7084787.500000 Penalty: 5404.911133
	Iteration 24Q: 3 clusters Score -7084788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7084799.000000 Penalty: 5404.911133
	Iteration 25Q: 3 clusters Score -7084799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -7084787.000000 Penalty: 5404.911133
	Iteration 26Q: 3 clusters Score -7084787 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -7084784.500000 Penalty: 5404.911133
	Iteration 27Q: 3 clusters Score -7084784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -7084790.500000 Penalty: 5404.911133
	Iteration 28Q: 3 clusters Score -7084790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -7084793.500000 Penalty: 5404.911133
	Iteration 29Q: 3 clusters Score -7084794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -7084800.500000 Penalty: 5404.911133
	Iteration 30Q: 3 clusters Score -7084800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -7084804.000000 Penalty: 5404.911133
	Iteration 31Q: 3 clusters Score -7084804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -7084796.000000 Penalty: 5404.911133
	Iteration 32Q: 3 clusters Score -7084796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -7084799.500000 Penalty: 5404.911133
	Iteration 33Q: 3 clusters Score -7084800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -7084807.000000 Penalty: 5404.911133
	Iteration 34Q: 3 clusters Score -7084807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -7084816.000000 Penalty: 5404.911133
	Iteration 35Q: 3 clusters Score -7084816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7084824.000000 Penalty: 5404.911133
	Iteration 36Q: 3 clusters Score -7084824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -7084810.000000 Penalty: 5404.911133
	Iteration 37Q: 3 clusters Score -7084810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7084808.000000 Penalty: 5404.911133
	Iteration 38Q: 3 clusters Score -7084808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -7084806.000000 Penalty: 5404.911133
	Iteration 39Q: 3 clusters Score -7084806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -7084799.500000 Penalty: 5404.911133
	Iteration 40F: 3 clusters Score -7084800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -7084805.500000 Penalty: 5404.911133
	Iteration 41Q: 3 clusters Score -7084806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -7084811.000000 Penalty: 5404.911133
	Iteration 42Q: 3 clusters Score -7084811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -7084807.500000 Penalty: 5404.911133
	Iteration 43Q: 3 clusters Score -7084808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -7084798.500000 Penalty: 5404.911133
	Iteration 44Q: 3 clusters Score -7084798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -7084798.500000 Penalty: 5404.911133
	Iteration 45F: 3 clusters Score -7084798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Entering Unmasked Estep 
Score: -2457677.750000 Penalty: 2447.074951
	Iteration 0F: 2 clusters Score -2457678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2444029.750000 Penalty: 4894.149902
	Iteration 0F: 3 clusters Score -2444030 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2448729.750000 Penalty: 4894.149902
	Iteration 1F: 3 clusters Score -2448730 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2449327.500000 Penalty: 4894.149902
	Iteration 2F: 3 clusters Score -2449328 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2449974.750000 Penalty: 4894.149902
	Iteration 3F: 3 clusters Score -2449975 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2450767.500000 Penalty: 4894.149902
	Iteration 4F: 3 clusters Score -2450768 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2451756.500000 Penalty: 4894.149902
	Iteration 5F: 3 clusters Score -2451756 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2452908.000000 Penalty: 4894.149902
	Iteration 6F: 3 clusters Score -2452908 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2454132.500000 Penalty: 4894.149902
	Iteration 7F: 3 clusters Score -2454132 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2455254.500000 Penalty: 4894.149902
	Iteration 8F: 3 clusters Score -2455254 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2456084.250000 Penalty: 4894.149902
	Iteration 9Q: 3 clusters Score -2456084 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2456502.500000 Penalty: 4894.149902
	Iteration 10Q: 3 clusters Score -2456502 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2456663.000000 Penalty: 4894.149902
	Iteration 11Q: 3 clusters Score -2456663 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2456725.000000 Penalty: 4894.149902
	Iteration 12Q: 3 clusters Score -2456725 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2456757.250000 Penalty: 4894.149902
	Iteration 13Q: 3 clusters Score -2456757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2456776.750000 Penalty: 4894.149902
	Iteration 14Q: 3 clusters Score -2456777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2456787.000000 Penalty: 4894.149902
	Iteration 15Q: 3 clusters Score -2456787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2456787.500000 Penalty: 4894.149902
	Iteration 16Q: 3 clusters Score -2456788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2456793.000000 Penalty: 4894.149902
	Iteration 17Q: 3 clusters Score -2456793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2456794.750000 Penalty: 4894.149902
	Iteration 18Q: 3 clusters Score -2456795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2456801.000000 Penalty: 4894.149902
	Iteration 19Q: 3 clusters Score -2456801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2456804.250000 Penalty: 4894.149902
	Iteration 20F: 3 clusters Score -2456804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2456808.250000 Penalty: 4894.149902
	Iteration 21Q: 3 clusters Score -2456808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2456807.750000 Penalty: 4894.149902
	Iteration 22Q: 3 clusters Score -2456808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2456808.750000 Penalty: 4894.149902
	Iteration 23Q: 3 clusters Score -2456809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2456809.750000 Penalty: 4894.149902
	Iteration 24Q: 3 clusters Score -2456810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2456811.250000 Penalty: 4894.149902
	Iteration 25Q: 3 clusters Score -2456811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2456811.250000 Penalty: 4894.149902
	Iteration 26Q: 3 clusters Score -2456811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2456813.000000 Penalty: 4894.149902
	Iteration 27Q: 3 clusters Score -2456813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2456814.500000 Penalty: 4894.149902
	Iteration 28Q: 3 clusters Score -2456814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2456812.250000 Penalty: 4894.149902
	Iteration 29Q: 3 clusters Score -2456812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2456814.000000 Penalty: 4894.149902
	Iteration 30Q: 3 clusters Score -2456814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2456811.250000 Penalty: 4894.149902
	Iteration 31Q: 3 clusters Score -2456811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2456811.500000 Penalty: 4894.149902
	Iteration 32Q: 3 clusters Score -2456812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2456817.250000 Penalty: 4894.149902
	Iteration 33Q: 3 clusters Score -2456817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2456814.250000 Penalty: 4894.149902
	Iteration 34Q: 3 clusters Score -2456814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2456812.250000 Penalty: 4894.149902
	Iteration 35Q: 3 clusters Score -2456812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2456815.500000 Penalty: 4894.149902
	Iteration 36Q: 3 clusters Score -2456816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2456815.250000 Penalty: 4894.149902
	Iteration 37Q: 3 clusters Score -2456815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2456819.250000 Penalty: 4894.149902
	Iteration 38Q: 3 clusters Score -2456819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2456820.750000 Penalty: 4894.149902
	Iteration 39Q: 3 clusters Score -2456821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2456820.750000 Penalty: 4894.149902
	Iteration 40F: 3 clusters Score -2456821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Entering Unmasked Estep 
Score: -5679077.000000 Penalty: 2654.966797
	Iteration 0F: 2 clusters Score -5679077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5648972.500000 Penalty: 5309.933594
	Iteration 0F: 3 clusters Score -5648972 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5660262.000000 Penalty: 5309.933594
	Iteration 1F: 3 clusters Score -5660262 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -5660695.500000 Penalty: 5309.933594
	Iteration 2Q: 3 clusters Score -5660696 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5661096.500000 Penalty: 5309.933594
	Iteration 3Q: 3 clusters Score -5661096 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5661455.000000 Penalty: 5309.933594
	Iteration 4Q: 3 clusters Score -5661455 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5661797.000000 Penalty: 5309.933594
	Iteration 5Q: 3 clusters Score -5661797 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5662161.500000 Penalty: 5309.933594
	Iteration 6Q: 3 clusters Score -5662162 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5662534.500000 Penalty: 5309.933594
	Iteration 7Q: 3 clusters Score -5662534 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5663125.000000 Penalty: 5309.933594
	Iteration 8Q: 3 clusters Score -5663125 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -5663866.500000 Penalty: 5309.933594
	Iteration 9Q: 3 clusters Score -5663866 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5665136.500000 Penalty: 5309.933594
	Iteration 10Q: 3 clusters Score -5665136 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5666952.500000 Penalty: 5309.933594
	Iteration 11F: 3 clusters Score -5666952 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -5669210.500000 Penalty: 5309.933594
	Iteration 12F: 3 clusters Score -5669210 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5671414.500000 Penalty: 5309.933594
	Iteration 13F: 3 clusters Score -5671414 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5673155.000000 Penalty: 5309.933594
	Iteration 14Q: 3 clusters Score -5673155 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5674632.000000 Penalty: 5309.933594
	Iteration 15Q: 3 clusters Score -5674632 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5675669.500000 Penalty: 5309.933594
	Iteration 16Q: 3 clusters Score -5675670 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5676312.000000 Penalty: 5309.933594
	Iteration 17Q: 3 clusters Score -5676312 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5676668.000000 Penalty: 5309.933594
	Iteration 18Q: 3 clusters Score -5676668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5676858.000000 Penalty: 5309.933594
	Iteration 19Q: 3 clusters Score -5676858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5676964.000000 Penalty: 5309.933594
	Iteration 20F: 3 clusters Score -5676964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5677031.500000 Penalty: 5309.933594
	Iteration 21Q: 3 clusters Score -5677032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5677111.500000 Penalty: 5309.933594
	Iteration 22Q: 3 clusters Score -5677112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5677124.500000 Penalty: 5309.933594
	Iteration 23Q: 3 clusters Score -5677124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5677157.500000 Penalty: 5309.933594
	Iteration 24Q: 3 clusters Score -5677158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5677169.000000 Penalty: 5309.933594
	Iteration 25Q: 3 clusters Score -5677169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5677178.000000 Penalty: 5309.933594
	Iteration 26Q: 3 clusters Score -5677178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5677178.000000 Penalty: 5309.933594
	Iteration 27Q: 3 clusters Score -5677178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5677184.000000 Penalty: 5309.933594
	Iteration 28Q: 3 clusters Score -5677184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5677186.000000 Penalty: 5309.933594
	Iteration 29Q: 3 clusters Score -5677186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5677193.000000 Penalty: 5309.933594
	Iteration 30Q: 3 clusters Score -5677193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5677198.000000 Penalty: 5309.933594
	Iteration 31Q: 3 clusters Score -5677198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5677199.500000 Penalty: 5309.933594
	Iteration 32Q: 3 clusters Score -5677200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5677197.500000 Penalty: 5309.933594
	Iteration 33Q: 3 clusters Score -5677198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5677193.000000 Penalty: 5309.933594
	Iteration 34Q: 3 clusters Score -5677193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5677196.000000 Penalty: 5309.933594
	Iteration 35Q: 3 clusters Score -5677196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5677198.000000 Penalty: 5309.933594
	Iteration 36Q: 3 clusters Score -5677198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5677197.000000 Penalty: 5309.933594
	Iteration 37Q: 3 clusters Score -5677197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5677197.000000 Penalty: 5309.933594
	Iteration 38F: 3 clusters Score -5677197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1000016.875000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1000017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -993503.062500 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -993503.1 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -995297.437500 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -995297.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -995641.187500 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -995641.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -996036.500000 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -996036.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -996551.875000 Penalty: 4470.320312
	Iteration 4F: 3 clusters Score -996551.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -997123.625000 Penalty: 4470.320312
	Iteration 5F: 3 clusters Score -997123.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -997620.562500 Penalty: 4470.320312
	Iteration 6F: 3 clusters Score -997620.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -998001.000000 Penalty: 4470.320312
	Iteration 7F: 3 clusters Score -998001 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -998290.562500 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -998290.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -998452.687500 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -998452.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -998530.250000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -998530.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -998584.812500 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -998584.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -998620.125000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -998620.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -998641.750000 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -998641.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -998664.375000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -998664.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -998675.812500 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -998675.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -998687.625000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -998687.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -998691.812500 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -998691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -998700.312500 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -998700.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -998706.125000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -998706.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -998713.250000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -998713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -998718.437500 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -998718.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -998722.250000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -998722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -998720.812500 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -998720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -998725.125000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -998725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -998725.062500 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -998725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -998725.562500 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -998725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -998725.500000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -998725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -998724.625000 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -998724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -998725.375000 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -998725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -998727.375000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -998727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -998729.062500 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -998729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -998730.250000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -998730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -998730.500000 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -998730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -998730.625000 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -998730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -998731.062500 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -998731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -998729.875000 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -998729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -998729.312500 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -998729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -998729.437500 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -998729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -998730.875000 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -998730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -998732.062500 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -998732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -998732.625000 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -998732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -998732.625000 Penalty: 4470.320312
	Iteration 42F: 3 clusters Score -998732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 203 members 
Entering Unmasked Estep 
Score: -42188.625000 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42188.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42514.191406 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42514.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42767.960938 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42767.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43010.781250 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -43010.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43313.531250 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -43313.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43572.238281 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -43572.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43641.382812 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -43641.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43671.386719 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -43671.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43725.554688 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -43725.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43791.089844 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -43791.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43848.347656 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -43848.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43869.371094 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -43869.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43869.371094 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -43869.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Mstep: Class 35 contains 272 members 
Entering Unmasked Estep 
Score: -104954280.000000 Penalty: 118401.421875
Splitting cluster 26 changes total score from -104955960.000000 to -104954280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 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 302 members 
Entering Unmasked Estep 
Score: -67288.546875 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67288.55 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67581.101562 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67581.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67732.617188 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67732.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67804.859375 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -67804.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67934.398438 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -67934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68111.960938 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68111.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68183.710938 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68183.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68214.406250 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68214.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68248.234375 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68248.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68274.406250 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68274.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68308.687500 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68308.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68345.039062 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68345.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68363.304688 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68363.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68383.562500 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -68383.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68409.226562 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -68409.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68434.390625 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -68434.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68456.281250 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -68456.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68470.546875 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -68470.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68494.335938 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -68494.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68512.500000 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -68512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68525.523438 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -68525.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68567.984375 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -68567.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68634.312500 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -68634.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68728.835938 Penalty: 3177.812500
	Iteration 23Q: 3 clusters Score -68728.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68908.437500 Penalty: 3177.812500
	Iteration 24Q: 3 clusters Score -68908.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69184.507812 Penalty: 3177.812500
	Iteration 25Q: 3 clusters Score -69184.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69347.843750 Penalty: 3177.812500
	Iteration 26Q: 3 clusters Score -69347.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69350.140625 Penalty: 3177.812500
	Iteration 27Q: 3 clusters Score -69350.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69350.140625 Penalty: 3177.812500
	Iteration 28F: 3 clusters Score -69350.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 323 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Mstep: Class 35 contains 283 members 
Entering Unmasked Estep 
Score: -104954576.000000 Penalty: 118401.421875
Splitting cluster 27 changes total score from -104955960.000000 to -104954576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Entering Unmasked Estep 
Score: -1723930.750000 Penalty: 2365.081299
	Iteration 0F: 2 clusters Score -1723931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1713753.375000 Penalty: 4730.162598
	Iteration 0F: 3 clusters Score -1713753 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1716960.375000 Penalty: 4730.162598
	Iteration 1F: 3 clusters Score -1716960 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1717360.000000 Penalty: 4730.162598
	Iteration 2F: 3 clusters Score -1717360 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1717724.250000 Penalty: 4730.162598
	Iteration 3Q: 3 clusters Score -1717724 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1718082.250000 Penalty: 4730.162598
	Iteration 4Q: 3 clusters Score -1718082 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1718412.000000 Penalty: 4730.162598
	Iteration 5Q: 3 clusters Score -1718412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1718691.000000 Penalty: 4730.162598
	Iteration 6Q: 3 clusters Score -1718691 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1718928.250000 Penalty: 4730.162598
	Iteration 7Q: 3 clusters Score -1718928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1719128.625000 Penalty: 4730.162598
	Iteration 8Q: 3 clusters Score -1719129 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1719299.500000 Penalty: 4730.162598
	Iteration 9Q: 3 clusters Score -1719300 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1719447.375000 Penalty: 4730.162598
	Iteration 10Q: 3 clusters Score -1719447 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1719601.125000 Penalty: 4730.162598
	Iteration 11Q: 3 clusters Score -1719601 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1719726.875000 Penalty: 4730.162598
	Iteration 12Q: 3 clusters Score -1719727 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1719845.875000 Penalty: 4730.162598
	Iteration 13Q: 3 clusters Score -1719846 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1719959.625000 Penalty: 4730.162598
	Iteration 14Q: 3 clusters Score -1719960 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1720074.250000 Penalty: 4730.162598
	Iteration 15Q: 3 clusters Score -1720074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1720189.750000 Penalty: 4730.162598
	Iteration 16Q: 3 clusters Score -1720190 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1720341.000000 Penalty: 4730.162598
	Iteration 17Q: 3 clusters Score -1720341 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1720498.250000 Penalty: 4730.162598
	Iteration 18Q: 3 clusters Score -1720498 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1720682.500000 Penalty: 4730.162598
	Iteration 19Q: 3 clusters Score -1720682 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1720899.375000 Penalty: 4730.162598
	Iteration 20F: 3 clusters Score -1720899 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1721099.000000 Penalty: 4730.162598
	Iteration 21Q: 3 clusters Score -1721099 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1721262.750000 Penalty: 4730.162598
	Iteration 22Q: 3 clusters Score -1721263 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1721415.250000 Penalty: 4730.162598
	Iteration 23Q: 3 clusters Score -1721415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1721525.000000 Penalty: 4730.162598
	Iteration 24Q: 3 clusters Score -1721525 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1721610.125000 Penalty: 4730.162598
	Iteration 25Q: 3 clusters Score -1721610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1721683.250000 Penalty: 4730.162598
	Iteration 26Q: 3 clusters Score -1721683 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1721749.125000 Penalty: 4730.162598
	Iteration 27Q: 3 clusters Score -1721749 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1721800.125000 Penalty: 4730.162598
	Iteration 28Q: 3 clusters Score -1721800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1721852.750000 Penalty: 4730.162598
	Iteration 29Q: 3 clusters Score -1721853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1721893.125000 Penalty: 4730.162598
	Iteration 30Q: 3 clusters Score -1721893 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1721948.625000 Penalty: 4730.162598
	Iteration 31Q: 3 clusters Score -1721949 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1721990.625000 Penalty: 4730.162598
	Iteration 32Q: 3 clusters Score -1721991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1722030.000000 Penalty: 4730.162598
	Iteration 33Q: 3 clusters Score -1722030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1722074.875000 Penalty: 4730.162598
	Iteration 34Q: 3 clusters Score -1722075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1722112.625000 Penalty: 4730.162598
	Iteration 35Q: 3 clusters Score -1722113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1722147.875000 Penalty: 4730.162598
	Iteration 36Q: 3 clusters Score -1722148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1722179.750000 Penalty: 4730.162598
	Iteration 37Q: 3 clusters Score -1722180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1722209.000000 Penalty: 4730.162598
	Iteration 38Q: 3 clusters Score -1722209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1722230.625000 Penalty: 4730.162598
	Iteration 39Q: 3 clusters Score -1722231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1722262.000000 Penalty: 4730.162598
	Iteration 40F: 3 clusters Score -1722262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1722293.000000 Penalty: 4730.162598
	Iteration 41Q: 3 clusters Score -1722293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1722324.250000 Penalty: 4730.162598
	Iteration 42Q: 3 clusters Score -1722324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1722353.375000 Penalty: 4730.162598
	Iteration 43Q: 3 clusters Score -1722353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1722370.500000 Penalty: 4730.162598
	Iteration 44Q: 3 clusters Score -1722370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1722384.500000 Penalty: 4730.162598
	Iteration 45Q: 3 clusters Score -1722384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1722393.625000 Penalty: 4730.162598
	Iteration 46Q: 3 clusters Score -1722394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1722404.125000 Penalty: 4730.162598
	Iteration 47Q: 3 clusters Score -1722404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1722418.000000 Penalty: 4730.162598
	Iteration 48Q: 3 clusters Score -1722418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1722423.625000 Penalty: 4730.162598
	Iteration 49Q: 3 clusters Score -1722424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1722429.250000 Penalty: 4730.162598
	Iteration 50Q: 3 clusters Score -1722429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1722439.500000 Penalty: 4730.162598
	Iteration 51Q: 3 clusters Score -1722440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1722446.000000 Penalty: 4730.162598
	Iteration 52Q: 3 clusters Score -1722446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1722452.375000 Penalty: 4730.162598
	Iteration 53Q: 3 clusters Score -1722452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1722465.000000 Penalty: 4730.162598
	Iteration 54Q: 3 clusters Score -1722465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1722471.500000 Penalty: 4730.162598
	Iteration 55Q: 3 clusters Score -1722472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1722475.875000 Penalty: 4730.162598
	Iteration 56Q: 3 clusters Score -1722476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1722474.000000 Penalty: 4730.162598
	Iteration 57Q: 3 clusters Score -1722474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1722474.625000 Penalty: 4730.162598
	Iteration 58Q: 3 clusters Score -1722475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1722484.125000 Penalty: 4730.162598
	Iteration 59Q: 3 clusters Score -1722484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1722489.000000 Penalty: 4730.162598
	Iteration 60F: 3 clusters Score -1722489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1722494.000000 Penalty: 4730.162598
	Iteration 61Q: 3 clusters Score -1722494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1722494.375000 Penalty: 4730.162598
	Iteration 62Q: 3 clusters Score -1722494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1722497.500000 Penalty: 4730.162598
	Iteration 63Q: 3 clusters Score -1722498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1722497.875000 Penalty: 4730.162598
	Iteration 64Q: 3 clusters Score -1722498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1722502.375000 Penalty: 4730.162598
	Iteration 65Q: 3 clusters Score -1722502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1722504.875000 Penalty: 4730.162598
	Iteration 66Q: 3 clusters Score -1722505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1722504.875000 Penalty: 4730.162598
	Iteration 67F: 3 clusters Score -1722505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Entering Unmasked Estep 
Score: -1034403.250000 Penalty: 2272.823486
	Iteration 0F: 2 clusters Score -1034403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1027176.937500 Penalty: 4545.646973
	Iteration 0F: 3 clusters Score -1027177 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1030205.062500 Penalty: 4545.646973
	Iteration 1F: 3 clusters Score -1030205 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1031294.437500 Penalty: 4545.646973
	Iteration 2F: 3 clusters Score -1031294 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1032183.375000 Penalty: 4545.646973
	Iteration 3F: 3 clusters Score -1032183 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1032832.937500 Penalty: 4545.646973
	Iteration 4F: 3 clusters Score -1032833 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1033219.937500 Penalty: 4545.646973
	Iteration 5F: 3 clusters Score -1033220 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1033457.687500 Penalty: 4545.646973
	Iteration 6Q: 3 clusters Score -1033458 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1033599.562500 Penalty: 4545.646973
	Iteration 7Q: 3 clusters Score -1033600 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1033710.500000 Penalty: 4545.646973
	Iteration 8Q: 3 clusters Score -1033710 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1033798.750000 Penalty: 4545.646973
	Iteration 9Q: 3 clusters Score -1033799 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1033884.375000 Penalty: 4545.646973
	Iteration 10Q: 3 clusters Score -1033884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1033975.125000 Penalty: 4545.646973
	Iteration 11Q: 3 clusters Score -1033975 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1034064.375000 Penalty: 4545.646973
	Iteration 12Q: 3 clusters Score -1034064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1034158.625000 Penalty: 4545.646973
	Iteration 13Q: 3 clusters Score -1034159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1034259.875000 Penalty: 4545.646973
	Iteration 14Q: 3 clusters Score -1034260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1034347.625000 Penalty: 4545.646973
	Iteration 15Q: 3 clusters Score -1034348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1034417.687500 Penalty: 4545.646973
	Iteration 16Q: 3 clusters Score -1034418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1034477.625000 Penalty: 4545.646973
	Iteration 17Q: 3 clusters Score -1034478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1034516.625000 Penalty: 4545.646973
	Iteration 18Q: 3 clusters Score -1034517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1034553.812500 Penalty: 4545.646973
	Iteration 19Q: 3 clusters Score -1034554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1034577.875000 Penalty: 4545.646973
	Iteration 20F: 3 clusters Score -1034578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1034600.687500 Penalty: 4545.646973
	Iteration 21Q: 3 clusters Score -1034601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1034619.937500 Penalty: 4545.646973
	Iteration 22Q: 3 clusters Score -1034620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1034634.312500 Penalty: 4545.646973
	Iteration 23Q: 3 clusters Score -1034634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1034649.437500 Penalty: 4545.646973
	Iteration 24Q: 3 clusters Score -1034649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1034670.812500 Penalty: 4545.646973
	Iteration 25Q: 3 clusters Score -1034671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1034687.000000 Penalty: 4545.646973
	Iteration 26Q: 3 clusters Score -1034687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1034703.625000 Penalty: 4545.646973
	Iteration 27Q: 3 clusters Score -1034704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1034711.000000 Penalty: 4545.646973
	Iteration 28Q: 3 clusters Score -1034711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1034720.500000 Penalty: 4545.646973
	Iteration 29Q: 3 clusters Score -1034720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1034725.812500 Penalty: 4545.646973
	Iteration 30Q: 3 clusters Score -1034726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1034729.187500 Penalty: 4545.646973
	Iteration 31Q: 3 clusters Score -1034729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1034730.312500 Penalty: 4545.646973
	Iteration 32Q: 3 clusters Score -1034730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1034734.187500 Penalty: 4545.646973
	Iteration 33Q: 3 clusters Score -1034734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1034741.937500 Penalty: 4545.646973
	Iteration 34Q: 3 clusters Score -1034742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1034746.187500 Penalty: 4545.646973
	Iteration 35Q: 3 clusters Score -1034746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1034752.625000 Penalty: 4545.646973
	Iteration 36Q: 3 clusters Score -1034753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1034755.750000 Penalty: 4545.646973
	Iteration 37Q: 3 clusters Score -1034756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1034762.937500 Penalty: 4545.646973
	Iteration 38Q: 3 clusters Score -1034763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1034767.250000 Penalty: 4545.646973
	Iteration 39Q: 3 clusters Score -1034767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1034779.437500 Penalty: 4545.646973
	Iteration 40F: 3 clusters Score -1034779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1034789.187500 Penalty: 4545.646973
	Iteration 41Q: 3 clusters Score -1034789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1034799.562500 Penalty: 4545.646973
	Iteration 42Q: 3 clusters Score -1034800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1034801.312500 Penalty: 4545.646973
	Iteration 43Q: 3 clusters Score -1034801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1034805.812500 Penalty: 4545.646973
	Iteration 44Q: 3 clusters Score -1034806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1034809.000000 Penalty: 4545.646973
	Iteration 45Q: 3 clusters Score -1034809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1034810.875000 Penalty: 4545.646973
	Iteration 46Q: 3 clusters Score -1034811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1034810.250000 Penalty: 4545.646973
	Iteration 47Q: 3 clusters Score -1034810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1034811.250000 Penalty: 4545.646973
	Iteration 48Q: 3 clusters Score -1034811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1034810.250000 Penalty: 4545.646973
	Iteration 49Q: 3 clusters Score -1034810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1034811.812500 Penalty: 4545.646973
	Iteration 50Q: 3 clusters Score -1034812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1034811.812500 Penalty: 4545.646973
	Iteration 51Q: 3 clusters Score -1034812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1034813.000000 Penalty: 4545.646973
	Iteration 52Q: 3 clusters Score -1034813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1034812.562500 Penalty: 4545.646973
	Iteration 53Q: 3 clusters Score -1034813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1034812.562500 Penalty: 4545.646973
	Iteration 54F: 3 clusters Score -1034813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 2768 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Mstep: Class 35 contains 6785 members 
Entering Unmasked Estep 
Score: -104955216.000000 Penalty: 118401.421875
Splitting cluster 29 changes total score from -104955960.000000 to -104955216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (9344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Entering Unmasked Estep 
Score: -1050153.375000 Penalty: 2267.337402
	Iteration 0F: 2 clusters Score -1050153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1042932.812500 Penalty: 4534.674805
	Iteration 0F: 3 clusters Score -1042933 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1045134.250000 Penalty: 4534.674805
	Iteration 1F: 3 clusters Score -1045134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1045554.687500 Penalty: 4534.674805
	Iteration 2F: 3 clusters Score -1045555 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1045881.812500 Penalty: 4534.674805
	Iteration 3F: 3 clusters Score -1045882 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1046192.687500 Penalty: 4534.674805
	Iteration 4F: 3 clusters Score -1046193 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1046441.937500 Penalty: 4534.674805
	Iteration 5Q: 3 clusters Score -1046442 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1046632.750000 Penalty: 4534.674805
	Iteration 6Q: 3 clusters Score -1046633 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1046828.250000 Penalty: 4534.674805
	Iteration 7Q: 3 clusters Score -1046828 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1046992.187500 Penalty: 4534.674805
	Iteration 8Q: 3 clusters Score -1046992 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1047141.000000 Penalty: 4534.674805
	Iteration 9Q: 3 clusters Score -1047141 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1047283.812500 Penalty: 4534.674805
	Iteration 10Q: 3 clusters Score -1047284 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1047445.625000 Penalty: 4534.674805
	Iteration 11Q: 3 clusters Score -1047446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1047582.375000 Penalty: 4534.674805
	Iteration 12Q: 3 clusters Score -1047582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1047717.000000 Penalty: 4534.674805
	Iteration 13Q: 3 clusters Score -1047717 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1047848.000000 Penalty: 4534.674805
	Iteration 14Q: 3 clusters Score -1047848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1047971.500000 Penalty: 4534.674805
	Iteration 15Q: 3 clusters Score -1047972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1048057.875000 Penalty: 4534.674805
	Iteration 16Q: 3 clusters Score -1048058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1048138.000000 Penalty: 4534.674805
	Iteration 17Q: 3 clusters Score -1048138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1048209.812500 Penalty: 4534.674805
	Iteration 18Q: 3 clusters Score -1048210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1048265.937500 Penalty: 4534.674805
	Iteration 19Q: 3 clusters Score -1048266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1048308.312500 Penalty: 4534.674805
	Iteration 20F: 3 clusters Score -1048308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1048344.812500 Penalty: 4534.674805
	Iteration 21Q: 3 clusters Score -1048345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1048374.000000 Penalty: 4534.674805
	Iteration 22Q: 3 clusters Score -1048374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1048399.625000 Penalty: 4534.674805
	Iteration 23Q: 3 clusters Score -1048400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1048416.687500 Penalty: 4534.674805
	Iteration 24Q: 3 clusters Score -1048417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1048438.812500 Penalty: 4534.674805
	Iteration 25Q: 3 clusters Score -1048439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1048459.750000 Penalty: 4534.674805
	Iteration 26Q: 3 clusters Score -1048460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1048477.875000 Penalty: 4534.674805
	Iteration 27Q: 3 clusters Score -1048478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1048497.937500 Penalty: 4534.674805
	Iteration 28Q: 3 clusters Score -1048498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1048515.125000 Penalty: 4534.674805
	Iteration 29Q: 3 clusters Score -1048515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1048527.500000 Penalty: 4534.674805
	Iteration 30Q: 3 clusters Score -1048528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1048539.000000 Penalty: 4534.674805
	Iteration 31Q: 3 clusters Score -1048539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1048546.562500 Penalty: 4534.674805
	Iteration 32Q: 3 clusters Score -1048547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1048551.937500 Penalty: 4534.674805
	Iteration 33Q: 3 clusters Score -1048552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1048555.625000 Penalty: 4534.674805
	Iteration 34Q: 3 clusters Score -1048556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1048556.125000 Penalty: 4534.674805
	Iteration 35Q: 3 clusters Score -1048556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1048558.375000 Penalty: 4534.674805
	Iteration 36Q: 3 clusters Score -1048558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1048558.375000 Penalty: 4534.674805
	Iteration 37F: 3 clusters Score -1048558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -569012.562500 Penalty: 2100.220947
	Iteration 0F: 2 clusters Score -569012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -564682.375000 Penalty: 4200.441895
	Iteration 0F: 3 clusters Score -564682.4 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -566109.250000 Penalty: 4200.441895
	Iteration 1F: 3 clusters Score -566109.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -567196.187500 Penalty: 4200.441895
	Iteration 2F: 3 clusters Score -567196.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -568151.937500 Penalty: 4200.441895
	Iteration 3F: 3 clusters Score -568151.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -568692.875000 Penalty: 4200.441895
	Iteration 4F: 3 clusters Score -568692.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -568893.750000 Penalty: 4200.441895
	Iteration 5Q: 3 clusters Score -568893.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -568988.000000 Penalty: 4200.441895
	Iteration 6Q: 3 clusters Score -568988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -569041.500000 Penalty: 4200.441895
	Iteration 7Q: 3 clusters Score -569041.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -569071.937500 Penalty: 4200.441895
	Iteration 8Q: 3 clusters Score -569071.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -569088.375000 Penalty: 4200.441895
	Iteration 9Q: 3 clusters Score -569088.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -569099.687500 Penalty: 4200.441895
	Iteration 10Q: 3 clusters Score -569099.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -569111.312500 Penalty: 4200.441895
	Iteration 11Q: 3 clusters Score -569111.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -569120.750000 Penalty: 4200.441895
	Iteration 12Q: 3 clusters Score -569120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -569126.812500 Penalty: 4200.441895
	Iteration 13Q: 3 clusters Score -569126.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -569132.062500 Penalty: 4200.441895
	Iteration 14Q: 3 clusters Score -569132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -569134.750000 Penalty: 4200.441895
	Iteration 15Q: 3 clusters Score -569134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -569137.187500 Penalty: 4200.441895
	Iteration 16Q: 3 clusters Score -569137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -569140.000000 Penalty: 4200.441895
	Iteration 17Q: 3 clusters Score -569140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -569144.812500 Penalty: 4200.441895
	Iteration 18Q: 3 clusters Score -569144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -569148.250000 Penalty: 4200.441895
	Iteration 19Q: 3 clusters Score -569148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -569149.125000 Penalty: 4200.441895
	Iteration 20F: 3 clusters Score -569149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -569150.000000 Penalty: 4200.441895
	Iteration 21Q: 3 clusters Score -569150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -569150.125000 Penalty: 4200.441895
	Iteration 22Q: 3 clusters Score -569150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -569151.750000 Penalty: 4200.441895
	Iteration 23Q: 3 clusters Score -569151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -569152.062500 Penalty: 4200.441895
	Iteration 24Q: 3 clusters Score -569152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -569153.375000 Penalty: 4200.441895
	Iteration 25Q: 3 clusters Score -569153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -569153.750000 Penalty: 4200.441895
	Iteration 26Q: 3 clusters Score -569153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -569153.750000 Penalty: 4200.441895
	Iteration 27Q: 3 clusters Score -569153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -569154.750000 Penalty: 4200.441895
	Iteration 28Q: 3 clusters Score -569154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -569156.812500 Penalty: 4200.441895
	Iteration 29Q: 3 clusters Score -569156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -569157.312500 Penalty: 4200.441895
	Iteration 30Q: 3 clusters Score -569157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -569159.562500 Penalty: 4200.441895
	Iteration 31Q: 3 clusters Score -569159.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -569161.250000 Penalty: 4200.441895
	Iteration 32Q: 3 clusters Score -569161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -569161.687500 Penalty: 4200.441895
	Iteration 33Q: 3 clusters Score -569161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -569164.625000 Penalty: 4200.441895
	Iteration 34Q: 3 clusters Score -569164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -569164.750000 Penalty: 4200.441895
	Iteration 35Q: 3 clusters Score -569164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569167.625000 Penalty: 4200.441895
	Iteration 36Q: 3 clusters Score -569167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -569167.625000 Penalty: 4200.441895
	Iteration 37Q: 3 clusters Score -569167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -569168.312500 Penalty: 4200.441895
	Iteration 38Q: 3 clusters Score -569168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -569168.312500 Penalty: 4200.441895
	Iteration 39F: 3 clusters Score -569168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Mstep: Class 35 contains 2501 members 
Entering Unmasked Estep 
Score: -104954872.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104955960.000000 to -104954872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -531421.875000 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -531421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -527332.062500 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -527332.1 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -528300.062500 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -528300.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -528574.000000 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -528574 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -528768.375000 Penalty: 4156.479004
	Iteration 3F: 3 clusters Score -528768.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -528934.187500 Penalty: 4156.479004
	Iteration 4Q: 3 clusters Score -528934.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -529104.437500 Penalty: 4156.479004
	Iteration 5Q: 3 clusters Score -529104.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -529273.062500 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -529273.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -529415.812500 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -529415.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -529561.375000 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -529561.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -529673.562500 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -529673.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -529776.875000 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -529776.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -529853.687500 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -529853.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529908.375000 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -529908.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -529941.750000 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -529941.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -529964.250000 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -529964.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -529979.250000 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -529979.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -529988.875000 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -529988.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -529999.437500 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -529999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -530003.625000 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -530003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -530004.375000 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -530004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -530005.750000 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -530005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -530006.812500 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -530006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -530006.812500 Penalty: 4156.479004
	Iteration 22F: 3 clusters Score -530006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -37287.972656 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -37287.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35947.410156 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -35947.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36068.488281 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -36068.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36150.515625 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -36150.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36169.406250 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -36169.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36181.183594 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -36181.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36181.183594 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -36181.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Entering Unmasked Estep 
Score: -2020486.000000 Penalty: 2390.553223
	Iteration 0F: 2 clusters Score -2020486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2009423.125000 Penalty: 4781.106445
	Iteration 0F: 3 clusters Score -2009423 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2012838.625000 Penalty: 4781.106445
	Iteration 1F: 3 clusters Score -2012839 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2013151.375000 Penalty: 4781.106445
	Iteration 2F: 3 clusters Score -2013151 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2013393.250000 Penalty: 4781.106445
	Iteration 3Q: 3 clusters Score -2013393 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2013635.250000 Penalty: 4781.106445
	Iteration 4Q: 3 clusters Score -2013635 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2013866.625000 Penalty: 4781.106445
	Iteration 5Q: 3 clusters Score -2013867 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2014138.750000 Penalty: 4781.106445
	Iteration 6Q: 3 clusters Score -2014139 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2014437.000000 Penalty: 4781.106445
	Iteration 7Q: 3 clusters Score -2014437 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2014755.375000 Penalty: 4781.106445
	Iteration 8Q: 3 clusters Score -2014755 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2015074.000000 Penalty: 4781.106445
	Iteration 9Q: 3 clusters Score -2015074 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2015384.250000 Penalty: 4781.106445
	Iteration 10Q: 3 clusters Score -2015384 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2015658.250000 Penalty: 4781.106445
	Iteration 11Q: 3 clusters Score -2015658 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2015905.750000 Penalty: 4781.106445
	Iteration 12Q: 3 clusters Score -2015906 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2016157.375000 Penalty: 4781.106445
	Iteration 13Q: 3 clusters Score -2016157 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2016378.875000 Penalty: 4781.106445
	Iteration 14Q: 3 clusters Score -2016379 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2016537.625000 Penalty: 4781.106445
	Iteration 15Q: 3 clusters Score -2016538 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2016658.250000 Penalty: 4781.106445
	Iteration 16Q: 3 clusters Score -2016658 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2016778.000000 Penalty: 4781.106445
	Iteration 17Q: 3 clusters Score -2016778 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2016887.625000 Penalty: 4781.106445
	Iteration 18Q: 3 clusters Score -2016888 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2016995.750000 Penalty: 4781.106445
	Iteration 19Q: 3 clusters Score -2016996 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2017092.000000 Penalty: 4781.106445
	Iteration 20F: 3 clusters Score -2017092 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2017174.000000 Penalty: 4781.106445
	Iteration 21Q: 3 clusters Score -2017174 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2017251.750000 Penalty: 4781.106445
	Iteration 22Q: 3 clusters Score -2017252 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2017339.250000 Penalty: 4781.106445
	Iteration 23Q: 3 clusters Score -2017339 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2017430.000000 Penalty: 4781.106445
	Iteration 24Q: 3 clusters Score -2017430 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2017518.750000 Penalty: 4781.106445
	Iteration 25Q: 3 clusters Score -2017519 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2017614.375000 Penalty: 4781.106445
	Iteration 26Q: 3 clusters Score -2017614 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2017701.750000 Penalty: 4781.106445
	Iteration 27Q: 3 clusters Score -2017702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2017792.375000 Penalty: 4781.106445
	Iteration 28Q: 3 clusters Score -2017792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2017880.250000 Penalty: 4781.106445
	Iteration 29Q: 3 clusters Score -2017880 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2017968.500000 Penalty: 4781.106445
	Iteration 30Q: 3 clusters Score -2017968 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2018059.500000 Penalty: 4781.106445
	Iteration 31Q: 3 clusters Score -2018060 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2018158.875000 Penalty: 4781.106445
	Iteration 32Q: 3 clusters Score -2018159 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2018252.875000 Penalty: 4781.106445
	Iteration 33Q: 3 clusters Score -2018253 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2018365.750000 Penalty: 4781.106445
	Iteration 34Q: 3 clusters Score -2018366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2018495.875000 Penalty: 4781.106445
	Iteration 35Q: 3 clusters Score -2018496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2018611.750000 Penalty: 4781.106445
	Iteration 36Q: 3 clusters Score -2018612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2018704.750000 Penalty: 4781.106445
	Iteration 37Q: 3 clusters Score -2018705 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2018812.750000 Penalty: 4781.106445
	Iteration 38Q: 3 clusters Score -2018813 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2018895.875000 Penalty: 4781.106445
	Iteration 39Q: 3 clusters Score -2018896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2018950.125000 Penalty: 4781.106445
	Iteration 40F: 3 clusters Score -2018950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2018975.750000 Penalty: 4781.106445
	Iteration 41Q: 3 clusters Score -2018976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2018989.250000 Penalty: 4781.106445
	Iteration 42Q: 3 clusters Score -2018989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2019005.000000 Penalty: 4781.106445
	Iteration 43Q: 3 clusters Score -2019005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2019010.250000 Penalty: 4781.106445
	Iteration 44Q: 3 clusters Score -2019010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2019022.750000 Penalty: 4781.106445
	Iteration 45Q: 3 clusters Score -2019023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2019024.875000 Penalty: 4781.106445
	Iteration 46Q: 3 clusters Score -2019025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2019027.500000 Penalty: 4781.106445
	Iteration 47Q: 3 clusters Score -2019028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2019030.000000 Penalty: 4781.106445
	Iteration 48Q: 3 clusters Score -2019030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2019031.250000 Penalty: 4781.106445
	Iteration 49Q: 3 clusters Score -2019031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2019034.500000 Penalty: 4781.106445
	Iteration 50Q: 3 clusters Score -2019034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2019034.500000 Penalty: 4781.106445
	Iteration 51Q: 3 clusters Score -2019034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2019033.625000 Penalty: 4781.106445
	Iteration 52Q: 3 clusters Score -2019034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2019037.125000 Penalty: 4781.106445
	Iteration 53Q: 3 clusters Score -2019037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2019038.250000 Penalty: 4781.106445
	Iteration 54Q: 3 clusters Score -2019038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2019041.000000 Penalty: 4781.106445
	Iteration 55Q: 3 clusters Score -2019041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2019042.500000 Penalty: 4781.106445
	Iteration 56Q: 3 clusters Score -2019042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2019044.875000 Penalty: 4781.106445
	Iteration 57Q: 3 clusters Score -2019045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2019041.125000 Penalty: 4781.106445
	Iteration 58Q: 3 clusters Score -2019041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2019045.500000 Penalty: 4781.106445
	Iteration 59Q: 3 clusters Score -2019046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2019045.875000 Penalty: 4781.106445
	Iteration 60F: 3 clusters Score -2019046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2019044.500000 Penalty: 4781.106445
	Iteration 61Q: 3 clusters Score -2019044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2019044.500000 Penalty: 4781.106445
	Iteration 62F: 3 clusters Score -2019044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353309 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 54014 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955912.000000 Penalty: 115018.523438
Iteration 239Q: 35 clusters Score -1.049559e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56804 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353307 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11881 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 54023 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44602 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13858 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955864.000000 Penalty: 115018.523438
Iteration 240F: 35 clusters Score -1.049559e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56805 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353305 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11879 members 
Mstep: Class 21 contains 11029 members 
Mstep: Class 22 contains 54022 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13857 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 241Q: 35 clusters Score -1.04956e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56806 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353301 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 54020 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13856 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955904.000000 Penalty: 115018.523438
Iteration 242Q: 35 clusters Score -1.049559e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56810 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11877 members 
Mstep: Class 21 contains 11059 members 
Mstep: Class 22 contains 54018 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955888.000000 Penalty: 115018.523438
Iteration 243Q: 35 clusters Score -1.049559e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56808 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25940 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353295 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6105 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 11076 members 
Mstep: Class 22 contains 54024 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13854 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955896.000000 Penalty: 115018.523438
Iteration 244Q: 35 clusters Score -1.049559e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56810 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22732 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353300 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62497 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11865 members 
Mstep: Class 21 contains 11096 members 
Mstep: Class 22 contains 54025 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955896.000000 Penalty: 115018.523438
Iteration 245Q: 35 clusters Score -1.049559e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56813 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22733 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353303 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 6097 members 
Mstep: Class 19 contains 14893 members 
Mstep: Class 20 contains 11856 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 54029 members 
Mstep: Class 23 contains 19286 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955808.000000 Penalty: 115018.523438
Iteration 246Q: 35 clusters Score -1.049558e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56813 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 25801 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22735 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353301 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6090 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11854 members 
Mstep: Class 21 contains 11155 members 
Mstep: Class 22 contains 54037 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955848.000000 Penalty: 115018.523438
Iteration 247Q: 35 clusters Score -1.049558e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56818 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22736 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353297 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62504 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 6085 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11850 members 
Mstep: Class 21 contains 11201 members 
Mstep: Class 22 contains 54031 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955928.000000 Penalty: 115018.523438
Iteration 248Q: 35 clusters Score -1.049559e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 56824 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22737 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353298 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 13688 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11846 members 
Mstep: Class 21 contains 11253 members 
Mstep: Class 22 contains 54022 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13855 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 249Q: 35 clusters Score -1.049559e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 56827 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25942 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353296 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 62510 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 11318 members 
Mstep: Class 22 contains 54012 members 
Mstep: Class 23 contains 19287 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13854 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956032.000000 Penalty: 115018.523438
Iteration 250Q: 35 clusters Score -1.04956e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 56834 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 25806 members 
Mstep: Class 6 contains 25942 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353292 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 62516 members 
Mstep: Class 17 contains 13688 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 53997 members 
Mstep: Class 23 contains 19288 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13852 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956056.000000 Penalty: 115018.523438
Iteration 251Q: 35 clusters Score -1.049561e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 56840 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 25808 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353286 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 13686 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 11480 members 
Mstep: Class 22 contains 53976 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956056.000000 Penalty: 115018.523438
Iteration 252Q: 35 clusters Score -1.049561e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 56834 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 25807 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353285 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 62525 members 
Mstep: Class 17 contains 13688 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11559 members 
Mstep: Class 22 contains 53938 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13848 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956064.000000 Penalty: 115018.523438
Iteration 253Q: 35 clusters Score -1.049561e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 56840 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 25945 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353291 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 62531 members 
Mstep: Class 17 contains 13687 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 53897 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 44609 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13848 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956040.000000 Penalty: 115018.523438
Iteration 254Q: 35 clusters Score -1.04956e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56841 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 25801 members 
Mstep: Class 6 contains 25945 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353301 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 62539 members 
Mstep: Class 17 contains 13688 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 21 contains 11671 members 
Mstep: Class 22 contains 53849 members 
Mstep: Class 23 contains 19289 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 9349 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956032.000000 Penalty: 115018.523438
Iteration 255Q: 35 clusters Score -1.04956e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 56847 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 25947 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22739 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353299 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 62545 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 5982 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11701 members 
Mstep: Class 22 contains 53820 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13844 members 
Mstep: Class 29 contains 9552 members 
Mstep: Class 30 contains 9349 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956032.000000 Penalty: 115018.523438
Iteration 256Q: 35 clusters Score -1.04956e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56853 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 25945 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22738 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353306 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 62549 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 5968 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 11728 members 
Mstep: Class 22 contains 53797 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 9552 members 
Mstep: Class 30 contains 9350 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 257Q: 35 clusters Score -1.04956e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56854 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 25947 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22738 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 353312 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 62553 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 11755 members 
Mstep: Class 22 contains 53769 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 9552 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956024.000000 Penalty: 115018.523438
Iteration 258Q: 35 clusters Score -1.04956e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 56859 members 
Mstep: Class 3 contains 2901 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22738 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 353318 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 62557 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 14898 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 11771 members 
Mstep: Class 22 contains 53743 members 
Mstep: Class 23 contains 19292 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 9552 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 259Q: 35 clusters Score -1.04956e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 56873 members 
Mstep: Class 3 contains 2901 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22739 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353328 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62555 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 5938 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11847 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 22 contains 53727 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955936.000000 Penalty: 115018.523438
Iteration 260F: 35 clusters Score -1.049559e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 56878 members 
Mstep: Class 3 contains 2901 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353340 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62556 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11794 members 
Mstep: Class 22 contains 53709 members 
Mstep: Class 23 contains 19295 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13849 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955912.000000 Penalty: 115018.523438
Iteration 261Q: 35 clusters Score -1.049559e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 56882 members 
Mstep: Class 3 contains 2901 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353346 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62556 members 
Mstep: Class 17 contains 13695 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 53697 members 
Mstep: Class 23 contains 19296 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 262Q: 35 clusters Score -1.04956e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 2900 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25789 members 
Mstep: Class 6 contains 25949 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353357 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62556 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 14898 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11809 members 
Mstep: Class 22 contains 53680 members 
Mstep: Class 23 contains 19296 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955928.000000 Penalty: 115018.523438
Iteration 263Q: 35 clusters Score -1.049559e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25788 members 
Mstep: Class 6 contains 25949 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353364 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62557 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 53670 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955944.000000 Penalty: 115018.523438
Iteration 264Q: 35 clusters Score -1.049559e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56887 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25789 members 
Mstep: Class 6 contains 25949 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353363 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62558 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 19 contains 14896 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 53661 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955880.000000 Penalty: 115018.523438
Iteration 265Q: 35 clusters Score -1.049559e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56887 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353363 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62561 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 53655 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13850 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955872.000000 Penalty: 115018.523438
Iteration 266Q: 35 clusters Score -1.049559e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56889 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25951 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353363 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62564 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 5907 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 53647 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13853 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955920.000000 Penalty: 115018.523438
Iteration 267Q: 35 clusters Score -1.049559e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56886 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25952 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353366 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62564 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14893 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 53641 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13853 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955896.000000 Penalty: 115018.523438
Iteration 268Q: 35 clusters Score -1.049559e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 56888 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 25954 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353365 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62565 members 
Mstep: Class 17 contains 13696 members 
Mstep: Class 18 contains 5909 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 53634 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13852 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9346 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955944.000000 Penalty: 115018.523438
Iteration 269Q: 35 clusters Score -1.049559e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25955 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353362 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62568 members 
Mstep: Class 17 contains 13699 members 
Mstep: Class 18 contains 5910 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53630 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13852 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9345 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955904.000000 Penalty: 115018.523438
Iteration 270Q: 35 clusters Score -1.049559e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25954 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353358 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13701 members 
Mstep: Class 18 contains 5907 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 53634 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9347 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955952.000000 Penalty: 115018.523438
Iteration 271Q: 35 clusters Score -1.04956e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353354 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13701 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53634 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 272Q: 35 clusters Score -1.04956e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 56886 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25963 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22742 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353345 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62571 members 
Mstep: Class 17 contains 13701 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53634 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956024.000000 Penalty: 115018.523438
Iteration 273Q: 35 clusters Score -1.04956e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 56885 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25966 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22742 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353344 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13703 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53632 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 274Q: 35 clusters Score -1.04956e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25971 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353340 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62571 members 
Mstep: Class 17 contains 13703 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53630 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956008.000000 Penalty: 115018.523438
Iteration 275Q: 35 clusters Score -1.04956e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56883 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25971 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353341 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62573 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53628 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955960.000000 Penalty: 115018.523438
Iteration 276Q: 35 clusters Score -1.04956e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25975 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353339 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 53627 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955960.000000 Penalty: 115018.523438
Iteration 277Q: 35 clusters Score -1.04956e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25979 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353336 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53625 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955952.000000 Penalty: 115018.523438
Iteration 278Q: 35 clusters Score -1.04956e+08 nChanged 3
Entering ConstructFrom: 
Score: -104955952.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1816090.500000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1816090 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 7194 members 
Entering Unmasked Estep 
Score: -1805650.750000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1805651 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1809010.875000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1809011 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1809337.625000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1809338 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1809629.375000 Penalty: 4749.364258
	Iteration 3Q: 3 clusters Score -1809629 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1809960.250000 Penalty: 4749.364258
	Iteration 4Q: 3 clusters Score -1809960 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1810396.250000 Penalty: 4749.364258
	Iteration 5F: 3 clusters Score -1810396 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1810941.750000 Penalty: 4749.364258
	Iteration 6F: 3 clusters Score -1810942 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1811574.375000 Penalty: 4749.364258
	Iteration 7F: 3 clusters Score -1811574 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1812269.375000 Penalty: 4749.364258
	Iteration 8F: 3 clusters Score -1812269 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1812895.125000 Penalty: 4749.364258
	Iteration 9F: 3 clusters Score -1812895 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1813359.375000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1813359 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1813706.625000 Penalty: 4749.364258
	Iteration 11Q: 3 clusters Score -1813707 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1813974.750000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1813975 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1814205.125000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1814205 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1814448.000000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1814448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1814716.375000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1814716 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1815017.875000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1815018 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1815243.375000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1815243 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1815378.750000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1815379 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1815452.125000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1815452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1815486.375000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1815486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1815500.875000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1815501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1815504.250000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1815504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1815509.250000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1815509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1815508.000000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1815508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1815517.625000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1815518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1815519.500000 Penalty: 4749.364258
	Iteration 26Q: 3 clusters Score -1815520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1815521.125000 Penalty: 4749.364258
	Iteration 27Q: 3 clusters Score -1815521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1815529.625000 Penalty: 4749.364258
	Iteration 28Q: 3 clusters Score -1815530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1815532.000000 Penalty: 4749.364258
	Iteration 29Q: 3 clusters Score -1815532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1815530.000000 Penalty: 4749.364258
	Iteration 30Q: 3 clusters Score -1815530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1815528.500000 Penalty: 4749.364258
	Iteration 31Q: 3 clusters Score -1815528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1815529.000000 Penalty: 4749.364258
	Iteration 32Q: 3 clusters Score -1815529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1815528.500000 Penalty: 4749.364258
	Iteration 33Q: 3 clusters Score -1815528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1815529.750000 Penalty: 4749.364258
	Iteration 34Q: 3 clusters Score -1815530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1815530.750000 Penalty: 4749.364258
	Iteration 35Q: 3 clusters Score -1815531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1815527.000000 Penalty: 4749.364258
	Iteration 36Q: 3 clusters Score -1815527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1815527.000000 Penalty: 4749.364258
	Iteration 37Q: 3 clusters Score -1815527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1815526.250000 Penalty: 4749.364258
	Iteration 38Q: 3 clusters Score -1815526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1815527.125000 Penalty: 4749.364258
	Iteration 39Q: 3 clusters Score -1815527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1815528.125000 Penalty: 4749.364258
	Iteration 40F: 3 clusters Score -1815528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Entering Unmasked Estep 
Score: -6785041.000000 Penalty: 2715.294922
	Iteration 0F: 2 clusters Score -6785041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -6746831.000000 Penalty: 5430.589844
	Iteration 0F: 3 clusters Score -6746831 nChanged 26386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -6762050.500000 Penalty: 5430.589844
	Iteration 1F: 3 clusters Score -6762050 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6763133.000000 Penalty: 5430.589844
	Iteration 2Q: 3 clusters Score -6763133 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6764320.500000 Penalty: 5430.589844
	Iteration 3Q: 3 clusters Score -6764320 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6765839.000000 Penalty: 5430.589844
	Iteration 4F: 3 clusters Score -6765839 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -6767728.000000 Penalty: 5430.589844
	Iteration 5F: 3 clusters Score -6767728 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -6769845.500000 Penalty: 5430.589844
	Iteration 6F: 3 clusters Score -6769846 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -6772081.500000 Penalty: 5430.589844
	Iteration 7F: 3 clusters Score -6772082 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6774340.500000 Penalty: 5430.589844
	Iteration 8F: 3 clusters Score -6774340 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -6776482.000000 Penalty: 5430.589844
	Iteration 9Q: 3 clusters Score -6776482 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -6778167.000000 Penalty: 5430.589844
	Iteration 10Q: 3 clusters Score -6778167 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6779345.500000 Penalty: 5430.589844
	Iteration 11Q: 3 clusters Score -6779346 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -6780168.500000 Penalty: 5430.589844
	Iteration 12Q: 3 clusters Score -6780168 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -6780753.000000 Penalty: 5430.589844
	Iteration 13Q: 3 clusters Score -6780753 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -6781191.500000 Penalty: 5430.589844
	Iteration 14Q: 3 clusters Score -6781192 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -6781634.000000 Penalty: 5430.589844
	Iteration 15Q: 3 clusters Score -6781634 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -6781923.500000 Penalty: 5430.589844
	Iteration 16Q: 3 clusters Score -6781924 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6782152.000000 Penalty: 5430.589844
	Iteration 17Q: 3 clusters Score -6782152 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6782341.000000 Penalty: 5430.589844
	Iteration 18Q: 3 clusters Score -6782341 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6782525.000000 Penalty: 5430.589844
	Iteration 19Q: 3 clusters Score -6782525 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6782665.000000 Penalty: 5430.589844
	Iteration 20F: 3 clusters Score -6782665 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6782786.500000 Penalty: 5430.589844
	Iteration 21Q: 3 clusters Score -6782786 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6782873.000000 Penalty: 5430.589844
	Iteration 22Q: 3 clusters Score -6782873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6782980.500000 Penalty: 5430.589844
	Iteration 23Q: 3 clusters Score -6782980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6783027.000000 Penalty: 5430.589844
	Iteration 24Q: 3 clusters Score -6783027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6783069.500000 Penalty: 5430.589844
	Iteration 25Q: 3 clusters Score -6783070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6783125.500000 Penalty: 5430.589844
	Iteration 26Q: 3 clusters Score -6783126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6783160.500000 Penalty: 5430.589844
	Iteration 27Q: 3 clusters Score -6783160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6783195.500000 Penalty: 5430.589844
	Iteration 28Q: 3 clusters Score -6783196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6783218.000000 Penalty: 5430.589844
	Iteration 29Q: 3 clusters Score -6783218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6783259.500000 Penalty: 5430.589844
	Iteration 30Q: 3 clusters Score -6783260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6783275.000000 Penalty: 5430.589844
	Iteration 31Q: 3 clusters Score -6783275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6783308.500000 Penalty: 5430.589844
	Iteration 32Q: 3 clusters Score -6783308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6783338.500000 Penalty: 5430.589844
	Iteration 33Q: 3 clusters Score -6783338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6783349.000000 Penalty: 5430.589844
	Iteration 34Q: 3 clusters Score -6783349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6783362.000000 Penalty: 5430.589844
	Iteration 35Q: 3 clusters Score -6783362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6783383.500000 Penalty: 5430.589844
	Iteration 36Q: 3 clusters Score -6783384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6783400.000000 Penalty: 5430.589844
	Iteration 37Q: 3 clusters Score -6783400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6783400.000000 Penalty: 5430.589844
	Iteration 38Q: 3 clusters Score -6783400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6783409.000000 Penalty: 5430.589844
	Iteration 39Q: 3 clusters Score -6783409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6783417.000000 Penalty: 5430.589844
	Iteration 40F: 3 clusters Score -6783417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6783419.000000 Penalty: 5430.589844
	Iteration 41Q: 3 clusters Score -6783419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6783425.000000 Penalty: 5430.589844
	Iteration 42Q: 3 clusters Score -6783425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6783441.500000 Penalty: 5430.589844
	Iteration 43Q: 3 clusters Score -6783442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6783448.000000 Penalty: 5430.589844
	Iteration 44Q: 3 clusters Score -6783448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6783462.000000 Penalty: 5430.589844
	Iteration 45Q: 3 clusters Score -6783462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6783461.000000 Penalty: 5430.589844
	Iteration 46Q: 3 clusters Score -6783461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6783475.000000 Penalty: 5430.589844
	Iteration 47Q: 3 clusters Score -6783475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6783477.500000 Penalty: 5430.589844
	Iteration 48Q: 3 clusters Score -6783478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6783485.500000 Penalty: 5430.589844
	Iteration 49Q: 3 clusters Score -6783486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6783485.500000 Penalty: 5430.589844
	Iteration 50Q: 3 clusters Score -6783486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6783489.000000 Penalty: 5430.589844
	Iteration 51Q: 3 clusters Score -6783489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6783486.500000 Penalty: 5430.589844
	Iteration 52Q: 3 clusters Score -6783486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6783492.000000 Penalty: 5430.589844
	Iteration 53Q: 3 clusters Score -6783492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6783496.500000 Penalty: 5430.589844
	Iteration 54Q: 3 clusters Score -6783496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6783494.500000 Penalty: 5430.589844
	Iteration 55Q: 3 clusters Score -6783494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6783495.500000 Penalty: 5430.589844
	Iteration 56Q: 3 clusters Score -6783496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6783496.500000 Penalty: 5430.589844
	Iteration 57Q: 3 clusters Score -6783496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6783496.000000 Penalty: 5430.589844
	Iteration 58Q: 3 clusters Score -6783496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6783494.500000 Penalty: 5430.589844
	Iteration 59Q: 3 clusters Score -6783494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6783503.000000 Penalty: 5430.589844
	Iteration 60F: 3 clusters Score -6783503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6783497.500000 Penalty: 5430.589844
	Iteration 61Q: 3 clusters Score -6783498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6783495.000000 Penalty: 5430.589844
	Iteration 62Q: 3 clusters Score -6783495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6783489.000000 Penalty: 5430.589844
	Iteration 63Q: 3 clusters Score -6783489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6783494.000000 Penalty: 5430.589844
	Iteration 64Q: 3 clusters Score -6783494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6783495.500000 Penalty: 5430.589844
	Iteration 65Q: 3 clusters Score -6783496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6783497.500000 Penalty: 5430.589844
	Iteration 66Q: 3 clusters Score -6783498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6783503.000000 Penalty: 5430.589844
	Iteration 67Q: 3 clusters Score -6783503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6783501.500000 Penalty: 5430.589844
	Iteration 68Q: 3 clusters Score -6783502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6783502.000000 Penalty: 5430.589844
	Iteration 69Q: 3 clusters Score -6783502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6783501.000000 Penalty: 5430.589844
	Iteration 70Q: 3 clusters Score -6783501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6783496.000000 Penalty: 5430.589844
	Iteration 71Q: 3 clusters Score -6783496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6783493.000000 Penalty: 5430.589844
	Iteration 72Q: 3 clusters Score -6783493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6783496.000000 Penalty: 5430.589844
	Iteration 73Q: 3 clusters Score -6783496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6783500.000000 Penalty: 5430.589844
	Iteration 74Q: 3 clusters Score -6783500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6783502.500000 Penalty: 5430.589844
	Iteration 75Q: 3 clusters Score -6783502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6783499.500000 Penalty: 5430.589844
	Iteration 76Q: 3 clusters Score -6783500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6783502.500000 Penalty: 5430.589844
	Iteration 77Q: 3 clusters Score -6783502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6783502.500000 Penalty: 5430.589844
	Iteration 78F: 3 clusters Score -6783502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -365143.750000 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -365143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361917.187500 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -361917.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362548.343750 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -362548.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -362718.625000 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -362718.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -362798.125000 Penalty: 3954.172119
	Iteration 3Q: 3 clusters Score -362798.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -362851.937500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -362851.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -362896.343750 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -362896.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -362937.562500 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -362937.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -362960.218750 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -362960.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -362977.093750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -362977.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -362986.000000 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -362986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -362994.468750 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -362994.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -363002.843750 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -363002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -363009.781250 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -363009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -363014.156250 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -363014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -363018.000000 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -363018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -363022.343750 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -363022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -363023.593750 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -363023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -363024.062500 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -363024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -363025.718750 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -363025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363027.531250 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -363027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -363028.000000 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -363028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -363028.875000 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -363028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -363029.062500 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -363029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -363029.062500 Penalty: 3954.172119
	Iteration 23F: 3 clusters Score -363029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -412429.687500 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -412429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -409013.343750 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -409013.3 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -409680.812500 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -409680.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -409851.656250 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -409851.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409953.406250 Penalty: 4008.718262
	Iteration 3Q: 3 clusters Score -409953.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -410020.468750 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -410020.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -410058.312500 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -410058.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -410081.625000 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -410081.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -410099.000000 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -410099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410115.250000 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -410115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410127.937500 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -410127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -410136.750000 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -410136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -410147.437500 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -410147.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410155.281250 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -410155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -410160.125000 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -410160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -410161.437500 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -410161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -410165.562500 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -410165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410169.343750 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -410169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -410174.156250 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -410174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -410177.500000 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -410177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -410179.312500 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -410179.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -410181.718750 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -410181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -410182.875000 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -410182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -410183.500000 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -410183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -410184.812500 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -410184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -410184.812500 Penalty: 4008.718262
	Iteration 24F: 3 clusters Score -410184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Entering Unmasked Estep 
Score: -3405751.250000 Penalty: 2519.129639
	Iteration 0F: 2 clusters Score -3405751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3387847.250000 Penalty: 5038.259277
	Iteration 0F: 3 clusters Score -3387847 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3394061.250000 Penalty: 5038.259277
	Iteration 1F: 3 clusters Score -3394061 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3394528.750000 Penalty: 5038.259277
	Iteration 2Q: 3 clusters Score -3394529 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3394939.250000 Penalty: 5038.259277
	Iteration 3Q: 3 clusters Score -3394939 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3395352.750000 Penalty: 5038.259277
	Iteration 4Q: 3 clusters Score -3395353 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3395849.500000 Penalty: 5038.259277
	Iteration 5Q: 3 clusters Score -3395850 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3396404.000000 Penalty: 5038.259277
	Iteration 6Q: 3 clusters Score -3396404 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3397079.000000 Penalty: 5038.259277
	Iteration 7Q: 3 clusters Score -3397079 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3397990.500000 Penalty: 5038.259277
	Iteration 8F: 3 clusters Score -3397990 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3399101.000000 Penalty: 5038.259277
	Iteration 9F: 3 clusters Score -3399101 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3400376.750000 Penalty: 5038.259277
	Iteration 10F: 3 clusters Score -3400377 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3401546.750000 Penalty: 5038.259277
	Iteration 11F: 3 clusters Score -3401547 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3402395.750000 Penalty: 5038.259277
	Iteration 12Q: 3 clusters Score -3402396 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3402894.250000 Penalty: 5038.259277
	Iteration 13Q: 3 clusters Score -3402894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3403187.500000 Penalty: 5038.259277
	Iteration 14Q: 3 clusters Score -3403188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3403358.750000 Penalty: 5038.259277
	Iteration 15Q: 3 clusters Score -3403359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3403434.000000 Penalty: 5038.259277
	Iteration 16Q: 3 clusters Score -3403434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3403473.000000 Penalty: 5038.259277
	Iteration 17Q: 3 clusters Score -3403473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3403496.250000 Penalty: 5038.259277
	Iteration 18Q: 3 clusters Score -3403496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3403527.250000 Penalty: 5038.259277
	Iteration 19Q: 3 clusters Score -3403527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3403549.750000 Penalty: 5038.259277
	Iteration 20F: 3 clusters Score -3403550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3403557.750000 Penalty: 5038.259277
	Iteration 21Q: 3 clusters Score -3403558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3403566.000000 Penalty: 5038.259277
	Iteration 22Q: 3 clusters Score -3403566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3403576.750000 Penalty: 5038.259277
	Iteration 23Q: 3 clusters Score -3403577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3403582.000000 Penalty: 5038.259277
	Iteration 24Q: 3 clusters Score -3403582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3403582.250000 Penalty: 5038.259277
	Iteration 25Q: 3 clusters Score -3403582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3403588.750000 Penalty: 5038.259277
	Iteration 26Q: 3 clusters Score -3403589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3403587.000000 Penalty: 5038.259277
	Iteration 27Q: 3 clusters Score -3403587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3403589.000000 Penalty: 5038.259277
	Iteration 28Q: 3 clusters Score -3403589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3403587.250000 Penalty: 5038.259277
	Iteration 29Q: 3 clusters Score -3403587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3403590.750000 Penalty: 5038.259277
	Iteration 30Q: 3 clusters Score -3403591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3403591.750000 Penalty: 5038.259277
	Iteration 31Q: 3 clusters Score -3403592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3403591.750000 Penalty: 5038.259277
	Iteration 32F: 3 clusters Score -3403592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Entering Unmasked Estep 
Score: -3434942.000000 Penalty: 2520.949951
	Iteration 0F: 2 clusters Score -3434942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3416973.750000 Penalty: 5041.899902
	Iteration 0F: 3 clusters Score -3416974 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3423127.000000 Penalty: 5041.899902
	Iteration 1F: 3 clusters Score -3423127 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3423537.750000 Penalty: 5041.899902
	Iteration 2Q: 3 clusters Score -3423538 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3423855.250000 Penalty: 5041.899902
	Iteration 3Q: 3 clusters Score -3423855 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3424112.500000 Penalty: 5041.899902
	Iteration 4Q: 3 clusters Score -3424112 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3424367.250000 Penalty: 5041.899902
	Iteration 5Q: 3 clusters Score -3424367 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3424629.750000 Penalty: 5041.899902
	Iteration 6Q: 3 clusters Score -3424630 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3424908.250000 Penalty: 5041.899902
	Iteration 7Q: 3 clusters Score -3424908 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3425292.000000 Penalty: 5041.899902
	Iteration 8Q: 3 clusters Score -3425292 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3425763.750000 Penalty: 5041.899902
	Iteration 9Q: 3 clusters Score -3425764 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3426365.000000 Penalty: 5041.899902
	Iteration 10Q: 3 clusters Score -3426365 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3427162.500000 Penalty: 5041.899902
	Iteration 11Q: 3 clusters Score -3427162 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3428085.750000 Penalty: 5041.899902
	Iteration 12F: 3 clusters Score -3428086 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3429054.750000 Penalty: 5041.899902
	Iteration 13F: 3 clusters Score -3429055 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3429853.750000 Penalty: 5041.899902
	Iteration 14Q: 3 clusters Score -3429854 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3430307.250000 Penalty: 5041.899902
	Iteration 15Q: 3 clusters Score -3430307 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3430604.500000 Penalty: 5041.899902
	Iteration 16Q: 3 clusters Score -3430604 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3430755.500000 Penalty: 5041.899902
	Iteration 17Q: 3 clusters Score -3430756 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3430888.750000 Penalty: 5041.899902
	Iteration 18Q: 3 clusters Score -3430889 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3430997.250000 Penalty: 5041.899902
	Iteration 19Q: 3 clusters Score -3430997 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3431091.500000 Penalty: 5041.899902
	Iteration 20F: 3 clusters Score -3431092 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3431211.000000 Penalty: 5041.899902
	Iteration 21Q: 3 clusters Score -3431211 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3431295.000000 Penalty: 5041.899902
	Iteration 22Q: 3 clusters Score -3431295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3431381.250000 Penalty: 5041.899902
	Iteration 23Q: 3 clusters Score -3431381 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3431465.500000 Penalty: 5041.899902
	Iteration 24Q: 3 clusters Score -3431466 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3431532.500000 Penalty: 5041.899902
	Iteration 25Q: 3 clusters Score -3431532 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3431601.750000 Penalty: 5041.899902
	Iteration 26Q: 3 clusters Score -3431602 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3431655.750000 Penalty: 5041.899902
	Iteration 27Q: 3 clusters Score -3431656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3431716.250000 Penalty: 5041.899902
	Iteration 28Q: 3 clusters Score -3431716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3431752.000000 Penalty: 5041.899902
	Iteration 29Q: 3 clusters Score -3431752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3431789.250000 Penalty: 5041.899902
	Iteration 30Q: 3 clusters Score -3431789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3431839.750000 Penalty: 5041.899902
	Iteration 31Q: 3 clusters Score -3431840 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3431856.500000 Penalty: 5041.899902
	Iteration 32Q: 3 clusters Score -3431856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3431892.750000 Penalty: 5041.899902
	Iteration 33Q: 3 clusters Score -3431893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3431920.500000 Penalty: 5041.899902
	Iteration 34Q: 3 clusters Score -3431920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3431933.750000 Penalty: 5041.899902
	Iteration 35Q: 3 clusters Score -3431934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3431968.500000 Penalty: 5041.899902
	Iteration 36Q: 3 clusters Score -3431968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3431986.000000 Penalty: 5041.899902
	Iteration 37Q: 3 clusters Score -3431986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3432013.000000 Penalty: 5041.899902
	Iteration 38Q: 3 clusters Score -3432013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3432056.000000 Penalty: 5041.899902
	Iteration 39Q: 3 clusters Score -3432056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3432084.750000 Penalty: 5041.899902
	Iteration 40F: 3 clusters Score -3432085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3432104.000000 Penalty: 5041.899902
	Iteration 41Q: 3 clusters Score -3432104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3432125.750000 Penalty: 5041.899902
	Iteration 42Q: 3 clusters Score -3432126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3432142.500000 Penalty: 5041.899902
	Iteration 43Q: 3 clusters Score -3432142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3432159.500000 Penalty: 5041.899902
	Iteration 44Q: 3 clusters Score -3432160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3432174.750000 Penalty: 5041.899902
	Iteration 45Q: 3 clusters Score -3432175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3432191.500000 Penalty: 5041.899902
	Iteration 46Q: 3 clusters Score -3432192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3432196.750000 Penalty: 5041.899902
	Iteration 47Q: 3 clusters Score -3432197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3432221.250000 Penalty: 5041.899902
	Iteration 48Q: 3 clusters Score -3432221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3432247.000000 Penalty: 5041.899902
	Iteration 49Q: 3 clusters Score -3432247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3432255.000000 Penalty: 5041.899902
	Iteration 50Q: 3 clusters Score -3432255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3432275.500000 Penalty: 5041.899902
	Iteration 51Q: 3 clusters Score -3432276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3432285.500000 Penalty: 5041.899902
	Iteration 52Q: 3 clusters Score -3432286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3432307.250000 Penalty: 5041.899902
	Iteration 53Q: 3 clusters Score -3432307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3432318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3432334 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3432338 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3432344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3432356.750000 Penalty: 5041.899902
	Iteration 58Q: 3 clusters Score -3432357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3432361.750000 Penalty: 5041.899902
	Iteration 59Q: 3 clusters Score -3432362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3432382.250000 Penalty: 5041.899902
	Iteration 60F: 3 clusters Score -3432382 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3432400.500000 Penalty: 5041.899902
	Iteration 61Q: 3 clusters Score -3432400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3432425.250000 Penalty: 5041.899902
	Iteration 62Q: 3 clusters Score -3432425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3432426.750000 Penalty: 5041.899902
	Iteration 63Q: 3 clusters Score -3432427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3432434 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3432448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3432465.500000 Penalty: 5041.899902
	Iteration 66Q: 3 clusters Score -3432466 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3432472 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3432492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3432499.000000 Penalty: 5041.899902
	Iteration 69Q: 3 clusters Score -3432499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3432520.250000 Penalty: 5041.899902
	Iteration 70Q: 3 clusters Score -3432520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3432513.250000 Penalty: 5041.899902
	Iteration 71Q: 3 clusters Score -3432513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3432526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3432522.250000 Penalty: 5041.899902
	Iteration 73Q: 3 clusters Score -3432522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3432528.500000 Penalty: 5041.899902
	Iteration 74Q: 3 clusters Score -3432528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3432534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3432538.000000 Penalty: 5041.899902
	Iteration 76Q: 3 clusters Score -3432538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3432546.250000 Penalty: 5041.899902
	Iteration 77Q: 3 clusters Score -3432546 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3432541.250000 Penalty: 5041.899902
	Iteration 78Q: 3 clusters Score -3432541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3432547.250000 Penalty: 5041.899902
	Iteration 79Q: 3 clusters Score -3432547 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3432549.000000 Penalty: 5041.899902
	Iteration 80F: 3 clusters Score -3432549 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3432557 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3432563 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3432564 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3432567 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3432576 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3432569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3432572.500000 Penalty: 5041.899902
	Iteration 87Q: 3 clusters Score -3432572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3432575.500000 Penalty: 5041.899902
	Iteration 88Q: 3 clusters Score -3432576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3432581.750000 Penalty: 5041.899902
	Iteration 89Q: 3 clusters Score -3432582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3432585.000000 Penalty: 5041.899902
	Iteration 90Q: 3 clusters Score -3432585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3432590.500000 Penalty: 5041.899902
	Iteration 91Q: 3 clusters Score -3432590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3432595.250000 Penalty: 5041.899902
	Iteration 92Q: 3 clusters Score -3432595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3432595.250000 Penalty: 5041.899902
	Iteration 93Q: 3 clusters Score -3432595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3432599.250000 Penalty: 5041.899902
	Iteration 94Q: 3 clusters Score -3432599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3432596.250000 Penalty: 5041.899902
	Iteration 95Q: 3 clusters Score -3432596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3432604.000000 Penalty: 5041.899902
	Iteration 96Q: 3 clusters Score -3432604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3432609.000000 Penalty: 5041.899902
	Iteration 97Q: 3 clusters Score -3432609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3432614.500000 Penalty: 5041.899902
	Iteration 98Q: 3 clusters Score -3432614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3432608.750000 Penalty: 5041.899902
	Iteration 99Q: 3 clusters Score -3432609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3432612.500000 Penalty: 5041.899902
	Iteration 100F: 3 clusters Score -3432612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3432625.000000 Penalty: 5041.899902
	Iteration 101Q: 3 clusters Score -3432625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3432624.250000 Penalty: 5041.899902
	Iteration 102Q: 3 clusters Score -3432624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3432625.750000 Penalty: 5041.899902
	Iteration 103Q: 3 clusters Score -3432626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3432632.750000 Penalty: 5041.899902
	Iteration 104Q: 3 clusters Score -3432633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3432628.250000 Penalty: 5041.899902
	Iteration 105Q: 3 clusters Score -3432628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3432634.750000 Penalty: 5041.899902
	Iteration 106Q: 3 clusters Score -3432635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3432638.250000 Penalty: 5041.899902
	Iteration 107Q: 3 clusters Score -3432638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3432640.500000 Penalty: 5041.899902
	Iteration 108Q: 3 clusters Score -3432640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3432643.750000 Penalty: 5041.899902
	Iteration 109Q: 3 clusters Score -3432644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3432646.750000 Penalty: 5041.899902
	Iteration 110Q: 3 clusters Score -3432647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3432659.500000 Penalty: 5041.899902
	Iteration 111Q: 3 clusters Score -3432660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3432666.250000 Penalty: 5041.899902
	Iteration 112Q: 3 clusters Score -3432666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3432667.000000 Penalty: 5041.899902
	Iteration 113Q: 3 clusters Score -3432667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3432672.750000 Penalty: 5041.899902
	Iteration 114Q: 3 clusters Score -3432673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3432673.250000 Penalty: 5041.899902
	Iteration 115Q: 3 clusters Score -3432673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3432684.500000 Penalty: 5041.899902
	Iteration 116Q: 3 clusters Score -3432684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3432689.250000 Penalty: 5041.899902
	Iteration 117Q: 3 clusters Score -3432689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3432690.000000 Penalty: 5041.899902
	Iteration 118Q: 3 clusters Score -3432690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3432689.500000 Penalty: 5041.899902
	Iteration 119Q: 3 clusters Score -3432690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3432691.000000 Penalty: 5041.899902
	Iteration 120F: 3 clusters Score -3432691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3432687.750000 Penalty: 5041.899902
	Iteration 121Q: 3 clusters Score -3432688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3432689.500000 Penalty: 5041.899902
	Iteration 122Q: 3 clusters Score -3432690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3432694.000000 Penalty: 5041.899902
	Iteration 123Q: 3 clusters Score -3432694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3432696.750000 Penalty: 5041.899902
	Iteration 124Q: 3 clusters Score -3432697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3432697.250000 Penalty: 5041.899902
	Iteration 125Q: 3 clusters Score -3432697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3432698.750000 Penalty: 5041.899902
	Iteration 126Q: 3 clusters Score -3432699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3432699.750000 Penalty: 5041.899902
	Iteration 127Q: 3 clusters Score -3432700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3432696.250000 Penalty: 5041.899902
	Iteration 128Q: 3 clusters Score -3432696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3432697.500000 Penalty: 5041.899902
	Iteration 129Q: 3 clusters Score -3432698 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3432697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3432697.000000 Penalty: 5041.899902
	Iteration 131Q: 3 clusters Score -3432697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3432695.500000 Penalty: 5041.899902
	Iteration 132Q: 3 clusters Score -3432696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3432696.250000 Penalty: 5041.899902
	Iteration 133Q: 3 clusters Score -3432696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3432698.500000 Penalty: 5041.899902
	Iteration 134Q: 3 clusters Score -3432698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3432697 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3432697.250000 Penalty: 5041.899902
	Iteration 136F: 3 clusters Score -3432697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -542019.687500 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -542019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -537888.250000 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -537888.2 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -538868.437500 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -538868.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -539225.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -539478.250000 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -539478.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -539691.312500 Penalty: 4156.137695
	Iteration 4F: 3 clusters Score -539691.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -539865.437500 Penalty: 4156.137695
	Iteration 5F: 3 clusters Score -539865.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -540036.750000 Penalty: 4156.137695
	Iteration 6F: 3 clusters Score -540036.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -540176.750000 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -540176.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -540299.375000 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -540299.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -540405.125000 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -540405.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -540481.875000 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -540481.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -540550.875000 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -540550.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -540594.812500 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -540594.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -540634.500000 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -540634.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -540653.062500 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -540653.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -540667.937500 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -540667.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -540686.625000 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -540686.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -540698.875000 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -540698.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -540709.375000 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -540709.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -540718.062500 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -540718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -540724.500000 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -540724.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -540731.375000 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -540731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -540739.187500 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -540739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -540745.562500 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -540745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -540749.750000 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -540749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -540753.687500 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -540753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -540756.062500 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -540756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -540757.750000 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -540757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -540758.437500 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -540758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -540759.500000 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -540759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -540759.500000 Penalty: 4156.137695
	Iteration 30F: 3 clusters Score -540759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1798293.750000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1798294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1787611.375000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1787611 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1791056.000000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1791056 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1791547.375000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1791547 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1792070.375000 Penalty: 4763.150391
	Iteration 3F: 3 clusters Score -1792070 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1792699.750000 Penalty: 4763.150391
	Iteration 4F: 3 clusters Score -1792700 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1793427.125000 Penalty: 4763.150391
	Iteration 5F: 3 clusters Score -1793427 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1794181.000000 Penalty: 4763.150391
	Iteration 6F: 3 clusters Score -1794181 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1794725.000000 Penalty: 4763.150391
	Iteration 7F: 3 clusters Score -1794725 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1795048.125000 Penalty: 4763.150391
	Iteration 8Q: 3 clusters Score -1795048 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1795296.000000 Penalty: 4763.150391
	Iteration 9Q: 3 clusters Score -1795296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1795442.375000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1795442 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1795534.000000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1795534 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1795610.125000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1795610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1795660.250000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1795660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1795708.500000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1795708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1795761.250000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1795761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1795820.750000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1795821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1795872.625000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1795873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1795910.375000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1795910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1795951.250000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1795951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1796001.000000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1796001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1796042.250000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1796042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1796088.750000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1796089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1796117.500000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1796118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1796148.250000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1796148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1796172.000000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1796172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1796178.750000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1796179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1796196.125000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1796196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1796208.875000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1796209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1796219.375000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1796219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1796229.000000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1796229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1796234.875000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1796235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1796243.000000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1796243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1796252.875000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1796253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1796264.750000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1796265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1796271.125000 Penalty: 4763.150391
	Iteration 35Q: 3 clusters Score -1796271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1796274.250000 Penalty: 4763.150391
	Iteration 36Q: 3 clusters Score -1796274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1796280.125000 Penalty: 4763.150391
	Iteration 37Q: 3 clusters Score -1796280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1796282.750000 Penalty: 4763.150391
	Iteration 38Q: 3 clusters Score -1796283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1796285.500000 Penalty: 4763.150391
	Iteration 39Q: 3 clusters Score -1796286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1796289.000000 Penalty: 4763.150391
	Iteration 40F: 3 clusters Score -1796289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1796287.750000 Penalty: 4763.150391
	Iteration 41Q: 3 clusters Score -1796288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1796291.625000 Penalty: 4763.150391
	Iteration 42Q: 3 clusters Score -1796292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1796298.500000 Penalty: 4763.150391
	Iteration 43Q: 3 clusters Score -1796298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1796302.125000 Penalty: 4763.150391
	Iteration 44Q: 3 clusters Score -1796302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1796300.375000 Penalty: 4763.150391
	Iteration 45Q: 3 clusters Score -1796300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1796300.625000 Penalty: 4763.150391
	Iteration 46Q: 3 clusters Score -1796301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1796302.000000 Penalty: 4763.150391
	Iteration 47Q: 3 clusters Score -1796302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1796308.750000 Penalty: 4763.150391
	Iteration 48Q: 3 clusters Score -1796309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1796310.250000 Penalty: 4763.150391
	Iteration 49Q: 3 clusters Score -1796310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1796312.250000 Penalty: 4763.150391
	Iteration 50Q: 3 clusters Score -1796312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1796311.375000 Penalty: 4763.150391
	Iteration 51Q: 3 clusters Score -1796311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1796314.125000 Penalty: 4763.150391
	Iteration 52Q: 3 clusters Score -1796314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1796312.500000 Penalty: 4763.150391
	Iteration 53Q: 3 clusters Score -1796312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1796318.500000 Penalty: 4763.150391
	Iteration 54Q: 3 clusters Score -1796318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1796319.125000 Penalty: 4763.150391
	Iteration 55Q: 3 clusters Score -1796319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1796319.125000 Penalty: 4763.150391
	Iteration 56Q: 3 clusters Score -1796319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1796319.500000 Penalty: 4763.150391
	Iteration 57Q: 3 clusters Score -1796320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1796317.875000 Penalty: 4763.150391
	Iteration 58Q: 3 clusters Score -1796318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1796321.250000 Penalty: 4763.150391
	Iteration 59Q: 3 clusters Score -1796321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1796324.000000 Penalty: 4763.150391
	Iteration 60F: 3 clusters Score -1796324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1796324.125000 Penalty: 4763.150391
	Iteration 61Q: 3 clusters Score -1796324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1796324.000000 Penalty: 4763.150391
	Iteration 62Q: 3 clusters Score -1796324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1796325.625000 Penalty: 4763.150391
	Iteration 63Q: 3 clusters Score -1796326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1796327.375000 Penalty: 4763.150391
	Iteration 64Q: 3 clusters Score -1796327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1796330.125000 Penalty: 4763.150391
	Iteration 65Q: 3 clusters Score -1796330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1796335.000000 Penalty: 4763.150391
	Iteration 66Q: 3 clusters Score -1796335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1796337.625000 Penalty: 4763.150391
	Iteration 67Q: 3 clusters Score -1796338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1796336.375000 Penalty: 4763.150391
	Iteration 68Q: 3 clusters Score -1796336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1796342.000000 Penalty: 4763.150391
	Iteration 69Q: 3 clusters Score -1796342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1796342.125000 Penalty: 4763.150391
	Iteration 70Q: 3 clusters Score -1796342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1796348.125000 Penalty: 4763.150391
	Iteration 71Q: 3 clusters Score -1796348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1796347.250000 Penalty: 4763.150391
	Iteration 72Q: 3 clusters Score -1796347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1796348.375000 Penalty: 4763.150391
	Iteration 73Q: 3 clusters Score -1796348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1796348.625000 Penalty: 4763.150391
	Iteration 74Q: 3 clusters Score -1796349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1796354.625000 Penalty: 4763.150391
	Iteration 75Q: 3 clusters Score -1796355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1796358.625000 Penalty: 4763.150391
	Iteration 76Q: 3 clusters Score -1796359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1796356.125000 Penalty: 4763.150391
	Iteration 77Q: 3 clusters Score -1796356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1796358.875000 Penalty: 4763.150391
	Iteration 78Q: 3 clusters Score -1796359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1796363.125000 Penalty: 4763.150391
	Iteration 79Q: 3 clusters Score -1796363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1796365.375000 Penalty: 4763.150391
	Iteration 80F: 3 clusters Score -1796365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1796365.125000 Penalty: 4763.150391
	Iteration 81Q: 3 clusters Score -1796365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1796365.125000 Penalty: 4763.150391
	Iteration 82Q: 3 clusters Score -1796365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1796366.250000 Penalty: 4763.150391
	Iteration 83Q: 3 clusters Score -1796366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1796366.625000 Penalty: 4763.150391
	Iteration 84Q: 3 clusters Score -1796367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1796368.625000 Penalty: 4763.150391
	Iteration 85Q: 3 clusters Score -1796369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1796369.000000 Penalty: 4763.150391
	Iteration 86Q: 3 clusters Score -1796369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1796369.000000 Penalty: 4763.150391
	Iteration 87F: 3 clusters Score -1796369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Entering Unmasked Estep 
Score: -2963228.250000 Penalty: 2487.906250
	Iteration 0F: 2 clusters Score -2963228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2947359.750000 Penalty: 4975.812500
	Iteration 0F: 3 clusters Score -2947360 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2952845.750000 Penalty: 4975.812500
	Iteration 1F: 3 clusters Score -2952846 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2953286.500000 Penalty: 4975.812500
	Iteration 2F: 3 clusters Score -2953286 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2953691.750000 Penalty: 4975.812500
	Iteration 3Q: 3 clusters Score -2953692 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2954210.250000 Penalty: 4975.812500
	Iteration 4Q: 3 clusters Score -2954210 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2954876.750000 Penalty: 4975.812500
	Iteration 5F: 3 clusters Score -2954877 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2955787.250000 Penalty: 4975.812500
	Iteration 6F: 3 clusters Score -2955787 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2956864.250000 Penalty: 4975.812500
	Iteration 7F: 3 clusters Score -2956864 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2957917.250000 Penalty: 4975.812500
	Iteration 8F: 3 clusters Score -2957917 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2958781.500000 Penalty: 4975.812500
	Iteration 9F: 3 clusters Score -2958782 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2959378.250000 Penalty: 4975.812500
	Iteration 10Q: 3 clusters Score -2959378 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2959795.000000 Penalty: 4975.812500
	Iteration 11Q: 3 clusters Score -2959795 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2960093.000000 Penalty: 4975.812500
	Iteration 12Q: 3 clusters Score -2960093 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2960280.250000 Penalty: 4975.812500
	Iteration 13Q: 3 clusters Score -2960280 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2960402.500000 Penalty: 4975.812500
	Iteration 14Q: 3 clusters Score -2960402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2960469.250000 Penalty: 4975.812500
	Iteration 15Q: 3 clusters Score -2960469 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2960546.000000 Penalty: 4975.812500
	Iteration 16Q: 3 clusters Score -2960546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2960604.000000 Penalty: 4975.812500
	Iteration 17Q: 3 clusters Score -2960604 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2960655.000000 Penalty: 4975.812500
	Iteration 18Q: 3 clusters Score -2960655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2960685.000000 Penalty: 4975.812500
	Iteration 19Q: 3 clusters Score -2960685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2960725.250000 Penalty: 4975.812500
	Iteration 20F: 3 clusters Score -2960725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2960753.750000 Penalty: 4975.812500
	Iteration 21Q: 3 clusters Score -2960754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2960788.750000 Penalty: 4975.812500
	Iteration 22Q: 3 clusters Score -2960789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2960811.500000 Penalty: 4975.812500
	Iteration 23Q: 3 clusters Score -2960812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2960833.250000 Penalty: 4975.812500
	Iteration 24Q: 3 clusters Score -2960833 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2960854.000000 Penalty: 4975.812500
	Iteration 25Q: 3 clusters Score -2960854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2960903.250000 Penalty: 4975.812500
	Iteration 26Q: 3 clusters Score -2960903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2960940.250000 Penalty: 4975.812500
	Iteration 27Q: 3 clusters Score -2960940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2960977.500000 Penalty: 4975.812500
	Iteration 28Q: 3 clusters Score -2960978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2961007.750000 Penalty: 4975.812500
	Iteration 29Q: 3 clusters Score -2961008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2961023.750000 Penalty: 4975.812500
	Iteration 30Q: 3 clusters Score -2961024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2961050.750000 Penalty: 4975.812500
	Iteration 31Q: 3 clusters Score -2961051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2961072.500000 Penalty: 4975.812500
	Iteration 32Q: 3 clusters Score -2961072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2961085.750000 Penalty: 4975.812500
	Iteration 33Q: 3 clusters Score -2961086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2961101.750000 Penalty: 4975.812500
	Iteration 34Q: 3 clusters Score -2961102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2961109.250000 Penalty: 4975.812500
	Iteration 35Q: 3 clusters Score -2961109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2961126.000000 Penalty: 4975.812500
	Iteration 36Q: 3 clusters Score -2961126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2961138.000000 Penalty: 4975.812500
	Iteration 37Q: 3 clusters Score -2961138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2961152.000000 Penalty: 4975.812500
	Iteration 38Q: 3 clusters Score -2961152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2961158.500000 Penalty: 4975.812500
	Iteration 39Q: 3 clusters Score -2961158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2961173.750000 Penalty: 4975.812500
	Iteration 40F: 3 clusters Score -2961174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2961174.250000 Penalty: 4975.812500
	Iteration 41Q: 3 clusters Score -2961174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2961189.500000 Penalty: 4975.812500
	Iteration 42Q: 3 clusters Score -2961190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2961190.500000 Penalty: 4975.812500
	Iteration 43Q: 3 clusters Score -2961190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2961193.500000 Penalty: 4975.812500
	Iteration 44Q: 3 clusters Score -2961194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2961196.500000 Penalty: 4975.812500
	Iteration 45Q: 3 clusters Score -2961196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2961194.500000 Penalty: 4975.812500
	Iteration 46Q: 3 clusters Score -2961194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2961197.500000 Penalty: 4975.812500
	Iteration 47Q: 3 clusters Score -2961198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2961200.000000 Penalty: 4975.812500
	Iteration 48Q: 3 clusters Score -2961200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2961204.250000 Penalty: 4975.812500
	Iteration 49Q: 3 clusters Score -2961204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2961203.750000 Penalty: 4975.812500
	Iteration 50Q: 3 clusters Score -2961204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2961207.500000 Penalty: 4975.812500
	Iteration 51Q: 3 clusters Score -2961208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2961207.000000 Penalty: 4975.812500
	Iteration 52Q: 3 clusters Score -2961207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2961207.500000 Penalty: 4975.812500
	Iteration 53Q: 3 clusters Score -2961208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2961207.500000 Penalty: 4975.812500
	Iteration 54F: 3 clusters Score -2961208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101720.343750 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101720.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102230.703125 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102230.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102668.109375 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102668.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103049.984375 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -103050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103316.109375 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -103316.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -103676.109375 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -103676.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103839.671875 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -103839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103897.648438 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -103897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103917.789062 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -103917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103921.289062 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -103921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103922.601562 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -103922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103922.601562 Penalty: 3393.441406
	Iteration 11F: 3 clusters Score -103922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25981 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353335 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 472 members 
Entering Unmasked Estep 
Score: -104954688.000000 Penalty: 118401.421875
Splitting cluster 10 changes total score from -104955952.000000 to -104954688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 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 184 members 
Entering Unmasked Estep 
Score: -39270.957031 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39270.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39607.074219 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39607.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39835.300781 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39835.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40038.128906 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -40038.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40171.582031 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -40171.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40199.167969 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -40199.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40221.082031 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -40221.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40228.925781 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -40228.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40228.925781 Penalty: 2966.781494
	Iteration 8F: 3 clusters Score -40228.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -208286.250000 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -208286.2 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 840 members 
Entering Unmasked Estep 
Score: -205885.609375 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -205885.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206313.671875 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -206313.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206449.921875 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -206449.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -206551.640625 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -206551.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -206646.906250 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -206646.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -206697.312500 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -206697.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -206745.062500 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -206745.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -206825.421875 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -206825.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206938.578125 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -206938.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -207034.546875 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -207034.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207106.390625 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -207106.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -207162.453125 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -207162.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -207197.562500 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -207197.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207218.687500 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -207218.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207237.062500 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -207237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207253.625000 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -207253.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -207266.468750 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -207266.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207274.250000 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -207274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -207283.203125 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -207283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -207290.421875 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -207290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207301.281250 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -207301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -207307.718750 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -207307.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -207314.062500 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -207314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -207318.234375 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -207318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -207324.843750 Penalty: 3682.681885
	Iteration 24Q: 3 clusters Score -207324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -207329.328125 Penalty: 3682.681885
	Iteration 25Q: 3 clusters Score -207329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -207336.421875 Penalty: 3682.681885
	Iteration 26Q: 3 clusters Score -207336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -207343.531250 Penalty: 3682.681885
	Iteration 27Q: 3 clusters Score -207343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207348.656250 Penalty: 3682.681885
	Iteration 28Q: 3 clusters Score -207348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -207351.859375 Penalty: 3682.681885
	Iteration 29Q: 3 clusters Score -207351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -207355.328125 Penalty: 3682.681885
	Iteration 30Q: 3 clusters Score -207355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -207358.906250 Penalty: 3682.681885
	Iteration 31Q: 3 clusters Score -207358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -207367.921875 Penalty: 3682.681885
	Iteration 32Q: 3 clusters Score -207367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -207371.375000 Penalty: 3682.681885
	Iteration 33Q: 3 clusters Score -207371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207372.546875 Penalty: 3682.681885
	Iteration 34Q: 3 clusters Score -207372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207372.546875 Penalty: 3682.681885
	Iteration 35F: 3 clusters Score -207372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -135297.734375 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -135297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133195.640625 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -133195.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133876.187500 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -133876.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134188.406250 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -134188.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134379.718750 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -134379.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134527.312500 Penalty: 3603.306152
	Iteration 4F: 3 clusters Score -134527.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134641.578125 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -134641.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134727.250000 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -134727.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -134784.984375 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -134785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134812.531250 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -134812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134828.750000 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -134828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134832.906250 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -134832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134834.218750 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -134834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134834.218750 Penalty: 3603.306152
	Iteration 12F: 3 clusters Score -134834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (353335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353335 members 
Entering Unmasked Estep 
Score: -45777564.000000 Penalty: 3168.242676
	Iteration 0F: 2 clusters Score -4.577756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -45568168.000000 Penalty: 6336.485352
	Iteration 0F: 3 clusters Score -4.556817e+07 nChanged 171681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -45670356.000000 Penalty: 6336.485352
	Iteration 1F: 3 clusters Score -4.567036e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176493 members 
Mstep: Class 2 contains 176842 members 
Entering Unmasked Estep 
Score: -45671588.000000 Penalty: 6336.485352
	Iteration 2Q: 3 clusters Score -4.567159e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -45673316.000000 Penalty: 6336.485352
	Iteration 3Q: 3 clusters Score -4.567332e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177040 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -45675116.000000 Penalty: 6336.485352
	Iteration 4Q: 3 clusters Score -4.567512e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177857 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -45677744.000000 Penalty: 6336.485352
	Iteration 5Q: 3 clusters Score -4.567774e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -45681028.000000 Penalty: 6336.485352
	Iteration 6Q: 3 clusters Score -4.568103e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180855 members 
Mstep: Class 2 contains 172480 members 
Entering Unmasked Estep 
Score: -45686256.000000 Penalty: 6336.485352
	Iteration 7Q: 3 clusters Score -4.568626e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183284 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -45693840.000000 Penalty: 6336.485352
	Iteration 8Q: 3 clusters Score -4.569384e+07 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 167335 members 
Entering Unmasked Estep 
Score: -45704712.000000 Penalty: 6336.485352
	Iteration 9F: 3 clusters Score -4.570471e+07 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -45719472.000000 Penalty: 6336.485352
	Iteration 10F: 3 clusters Score -4.571947e+07 nChanged 21785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189420 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -45733636.000000 Penalty: 6336.485352
	Iteration 11F: 3 clusters Score -4.573364e+07 nChanged 17352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189778 members 
Mstep: Class 2 contains 163557 members 
Entering Unmasked Estep 
Score: -45740268.000000 Penalty: 6336.485352
	Iteration 12Q: 3 clusters Score -4.574027e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189806 members 
Mstep: Class 2 contains 163529 members 
Entering Unmasked Estep 
Score: -45742368.000000 Penalty: 6336.485352
	Iteration 13Q: 3 clusters Score -4.574237e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189825 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -45742780.000000 Penalty: 6336.485352
	Iteration 14Q: 3 clusters Score -4.574278e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 163467 members 
Entering Unmasked Estep 
Score: -45742940.000000 Penalty: 6336.485352
	Iteration 15Q: 3 clusters Score -4.574294e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189913 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -45743000.000000 Penalty: 6336.485352
	Iteration 16Q: 3 clusters Score -4.5743e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189930 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -45743248.000000 Penalty: 6336.485352
	Iteration 17Q: 3 clusters Score -4.574325e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189957 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -45743332.000000 Penalty: 6336.485352
	Iteration 18Q: 3 clusters Score -4.574333e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189974 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -45743400.000000 Penalty: 6336.485352
	Iteration 19Q: 3 clusters Score -4.57434e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190000 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -45743456.000000 Penalty: 6336.485352
	Iteration 20F: 3 clusters Score -4.574346e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 163359 members 
Entering Unmasked Estep 
Score: -45743472.000000 Penalty: 6336.485352
	Iteration 21Q: 3 clusters Score -4.574347e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189892 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -45743568.000000 Penalty: 6336.485352
	Iteration 22Q: 3 clusters Score -4.574357e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189762 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -45743624.000000 Penalty: 6336.485352
	Iteration 23Q: 3 clusters Score -4.574362e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -45743684.000000 Penalty: 6336.485352
	Iteration 24Q: 3 clusters Score -4.574368e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -45743864.000000 Penalty: 6336.485352
	Iteration 25Q: 3 clusters Score -4.574386e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189320 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -45744004.000000 Penalty: 6336.485352
	Iteration 26Q: 3 clusters Score -4.5744e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -45744036.000000 Penalty: 6336.485352
	Iteration 27Q: 3 clusters Score -4.574404e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188964 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -45744104.000000 Penalty: 6336.485352
	Iteration 28Q: 3 clusters Score -4.57441e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188801 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -45744232.000000 Penalty: 6336.485352
	Iteration 29Q: 3 clusters Score -4.574423e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188592 members 
Mstep: Class 2 contains 164743 members 
Entering Unmasked Estep 
Score: -45744376.000000 Penalty: 6336.485352
	Iteration 30Q: 3 clusters Score -4.574438e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188332 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -45744300.000000 Penalty: 6336.485352
	Iteration 31Q: 3 clusters Score -4.57443e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187995 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -45744408.000000 Penalty: 6336.485352
	Iteration 32Q: 3 clusters Score -4.574441e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -45744504.000000 Penalty: 6336.485352
	Iteration 33Q: 3 clusters Score -4.57445e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187211 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -45744684.000000 Penalty: 6336.485352
	Iteration 34Q: 3 clusters Score -4.574468e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186834 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -45744728.000000 Penalty: 6336.485352
	Iteration 35Q: 3 clusters Score -4.574473e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -45744768.000000 Penalty: 6336.485352
	Iteration 36Q: 3 clusters Score -4.574477e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186016 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -45744900.000000 Penalty: 6336.485352
	Iteration 37Q: 3 clusters Score -4.57449e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185625 members 
Mstep: Class 2 contains 167710 members 
Entering Unmasked Estep 
Score: -45744944.000000 Penalty: 6336.485352
	Iteration 38Q: 3 clusters Score -4.574494e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -45745132.000000 Penalty: 6336.485352
	Iteration 39Q: 3 clusters Score -4.574513e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 168721 members 
Entering Unmasked Estep 
Score: -45745172.000000 Penalty: 6336.485352
	Iteration 40F: 3 clusters Score -4.574517e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184030 members 
Mstep: Class 2 contains 169305 members 
Entering Unmasked Estep 
Score: -45745180.000000 Penalty: 6336.485352
	Iteration 41Q: 3 clusters Score -4.574518e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183368 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -45745108.000000 Penalty: 6336.485352
	Iteration 42Q: 3 clusters Score -4.574511e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182699 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -45745384.000000 Penalty: 6336.485352
	Iteration 43Q: 3 clusters Score -4.574538e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -45745456.000000 Penalty: 6336.485352
	Iteration 44Q: 3 clusters Score -4.574546e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181209 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -45745620.000000 Penalty: 6336.485352
	Iteration 45Q: 3 clusters Score -4.574562e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -45745968.000000 Penalty: 6336.485352
	Iteration 46Q: 3 clusters Score -4.574597e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -45746040.000000 Penalty: 6336.485352
	Iteration 47Q: 3 clusters Score -4.574604e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178733 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -45746160.000000 Penalty: 6336.485352
	Iteration 48Q: 3 clusters Score -4.574616e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -45746464.000000 Penalty: 6336.485352
	Iteration 49Q: 3 clusters Score -4.574646e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176649 members 
Mstep: Class 2 contains 176686 members 
Entering Unmasked Estep 
Score: -45746648.000000 Penalty: 6336.485352
	Iteration 50Q: 3 clusters Score -4.574665e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -45746716.000000 Penalty: 6336.485352
	Iteration 51Q: 3 clusters Score -4.574672e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -45746760.000000 Penalty: 6336.485352
	Iteration 52Q: 3 clusters Score -4.574676e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172998 members 
Mstep: Class 2 contains 180337 members 
Entering Unmasked Estep 
Score: -45746896.000000 Penalty: 6336.485352
	Iteration 53Q: 3 clusters Score -4.57469e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 181704 members 
Entering Unmasked Estep 
Score: -45747044.000000 Penalty: 6336.485352
	Iteration 54Q: 3 clusters Score -4.574704e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 55Q: 3 clusters Score -4.57473e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 184531 members 
Entering Unmasked Estep 
Score: -45747396.000000 Penalty: 6336.485352
	Iteration 56Q: 3 clusters Score -4.57474e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 186093 members 
Entering Unmasked Estep 
Score: -45747684.000000 Penalty: 6336.485352
	Iteration 57Q: 3 clusters Score -4.574768e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 187715 members 
Entering Unmasked Estep 
Score: -45747736.000000 Penalty: 6336.485352
	Iteration 58Q: 3 clusters Score -4.574774e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -45748132.000000 Penalty: 6336.485352
	Iteration 59Q: 3 clusters Score -4.574813e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Mstep: Class 2 contains 191002 members 
Entering Unmasked Estep 
Score: -45748108.000000 Penalty: 6336.485352
	Iteration 60F: 3 clusters Score -4.574811e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160592 members 
Mstep: Class 2 contains 192743 members 
Entering Unmasked Estep 
Score: -45748452.000000 Penalty: 6336.485352
	Iteration 61Q: 3 clusters Score -4.574845e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158899 members 
Mstep: Class 2 contains 194436 members 
Entering Unmasked Estep 
Score: -45748524.000000 Penalty: 6336.485352
	Iteration 62Q: 3 clusters Score -4.574852e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -45748588.000000 Penalty: 6336.485352
	Iteration 63Q: 3 clusters Score -4.574859e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -45748740.000000 Penalty: 6336.485352
	Iteration 64Q: 3 clusters Score -4.574874e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -45748992.000000 Penalty: 6336.485352
	Iteration 65Q: 3 clusters Score -4.574899e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 200955 members 
Entering Unmasked Estep 
Score: -45748884.000000 Penalty: 6336.485352
	Iteration 66Q: 3 clusters Score -4.574888e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 202480 members 
Entering Unmasked Estep 
Score: -45748752.000000 Penalty: 6336.485352
	Iteration 67Q: 3 clusters Score -4.574875e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 203992 members 
Entering Unmasked Estep 
Score: -45748788.000000 Penalty: 6336.485352
	Iteration 68Q: 3 clusters Score -4.574879e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -45748796.000000 Penalty: 6336.485352
	Iteration 69Q: 3 clusters Score -4.57488e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 206799 members 
Entering Unmasked Estep 
Score: -45748540.000000 Penalty: 6336.485352
	Iteration 70Q: 3 clusters Score -4.574854e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 208018 members 
Entering Unmasked Estep 
Score: -45748416.000000 Penalty: 6336.485352
	Iteration 71Q: 3 clusters Score -4.574842e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 209108 members 
Entering Unmasked Estep 
Score: -45748244.000000 Penalty: 6336.485352
	Iteration 72Q: 3 clusters Score -4.574824e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 210024 members 
Entering Unmasked Estep 
Score: -45748020.000000 Penalty: 6336.485352
	Iteration 73Q: 3 clusters Score -4.574802e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 210798 members 
Entering Unmasked Estep 
Score: -45747720.000000 Penalty: 6336.485352
	Iteration 74Q: 3 clusters Score -4.574772e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 211459 members 
Entering Unmasked Estep 
Score: -45747620.000000 Penalty: 6336.485352
	Iteration 75Q: 3 clusters Score -4.574762e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 212025 members 
Entering Unmasked Estep 
Score: -45747448.000000 Penalty: 6336.485352
	Iteration 76Q: 3 clusters Score -4.574745e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 212448 members 
Entering Unmasked Estep 
Score: -45747348.000000 Penalty: 6336.485352
	Iteration 77Q: 3 clusters Score -4.574735e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 212770 members 
Entering Unmasked Estep 
Score: -45747256.000000 Penalty: 6336.485352
	Iteration 78Q: 3 clusters Score -4.574726e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 213022 members 
Entering Unmasked Estep 
Score: -45747148.000000 Penalty: 6336.485352
	Iteration 79Q: 3 clusters Score -4.574715e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 213263 members 
Entering Unmasked Estep 
Score: -45747028.000000 Penalty: 6336.485352
	Iteration 80F: 3 clusters Score -4.574703e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139897 members 
Mstep: Class 2 contains 213438 members 
Entering Unmasked Estep 
Score: -45746900.000000 Penalty: 6336.485352
	Iteration 81Q: 3 clusters Score -4.57469e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139817 members 
Mstep: Class 2 contains 213518 members 
Entering Unmasked Estep 
Score: -45746748.000000 Penalty: 6336.485352
	Iteration 82Q: 3 clusters Score -4.574675e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139795 members 
Mstep: Class 2 contains 213540 members 
Entering Unmasked Estep 
Score: -45746548.000000 Penalty: 6336.485352
	Iteration 83Q: 3 clusters Score -4.574655e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139882 members 
Mstep: Class 2 contains 213453 members 
Entering Unmasked Estep 
Score: -45746440.000000 Penalty: 6336.485352
	Iteration 84Q: 3 clusters Score -4.574644e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 213338 members 
Entering Unmasked Estep 
Score: -45746460.000000 Penalty: 6336.485352
	Iteration 85Q: 3 clusters Score -4.574646e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -45746360.000000 Penalty: 6336.485352
	Iteration 86Q: 3 clusters Score -4.574636e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 212885 members 
Entering Unmasked Estep 
Score: -45746328.000000 Penalty: 6336.485352
	Iteration 87Q: 3 clusters Score -4.574633e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 212540 members 
Entering Unmasked Estep 
Score: -45746288.000000 Penalty: 6336.485352
	Iteration 88Q: 3 clusters Score -4.574629e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141198 members 
Mstep: Class 2 contains 212137 members 
Entering Unmasked Estep 
Score: -45746160.000000 Penalty: 6336.485352
	Iteration 89Q: 3 clusters Score -4.574616e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 211649 members 
Entering Unmasked Estep 
Score: -45746072.000000 Penalty: 6336.485352
	Iteration 90Q: 3 clusters Score -4.574607e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 211164 members 
Entering Unmasked Estep 
Score: -45745960.000000 Penalty: 6336.485352
	Iteration 91Q: 3 clusters Score -4.574596e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 210666 members 
Entering Unmasked Estep 
Score: -45745904.000000 Penalty: 6336.485352
	Iteration 92Q: 3 clusters Score -4.57459e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 210191 members 
Entering Unmasked Estep 
Score: -45745948.000000 Penalty: 6336.485352
	Iteration 93Q: 3 clusters Score -4.574595e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 209664 members 
Entering Unmasked Estep 
Score: -45745872.000000 Penalty: 6336.485352
	Iteration 94Q: 3 clusters Score -4.574587e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 209132 members 
Entering Unmasked Estep 
Score: -45745888.000000 Penalty: 6336.485352
	Iteration 95Q: 3 clusters Score -4.574589e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 208603 members 
Entering Unmasked Estep 
Score: -45745952.000000 Penalty: 6336.485352
	Iteration 96Q: 3 clusters Score -4.574595e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 208094 members 
Entering Unmasked Estep 
Score: -45745964.000000 Penalty: 6336.485352
	Iteration 97Q: 3 clusters Score -4.574596e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145784 members 
Mstep: Class 2 contains 207551 members 
Entering Unmasked Estep 
Score: -45746012.000000 Penalty: 6336.485352
	Iteration 98Q: 3 clusters Score -4.574601e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 206991 members 
Entering Unmasked Estep 
Score: -45745948.000000 Penalty: 6336.485352
	Iteration 99Q: 3 clusters Score -4.574595e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146856 members 
Mstep: Class 2 contains 206479 members 
Entering Unmasked Estep 
Score: -45745888.000000 Penalty: 6336.485352
	Iteration 100F: 3 clusters Score -4.574589e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147352 members 
Mstep: Class 2 contains 205983 members 
Entering Unmasked Estep 
Score: -45746024.000000 Penalty: 6336.485352
	Iteration 101Q: 3 clusters Score -4.574602e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147860 members 
Mstep: Class 2 contains 205475 members 
Entering Unmasked Estep 
Score: -45746008.000000 Penalty: 6336.485352
	Iteration 102Q: 3 clusters Score -4.574601e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 204962 members 
Entering Unmasked Estep 
Score: -45746052.000000 Penalty: 6336.485352
	Iteration 103Q: 3 clusters Score -4.574605e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148903 members 
Mstep: Class 2 contains 204432 members 
Entering Unmasked Estep 
Score: -45745972.000000 Penalty: 6336.485352
	Iteration 104Q: 3 clusters Score -4.574597e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 203870 members 
Entering Unmasked Estep 
Score: -45745900.000000 Penalty: 6336.485352
	Iteration 105Q: 3 clusters Score -4.57459e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 203307 members 
Entering Unmasked Estep 
Score: -45745964.000000 Penalty: 6336.485352
	Iteration 106Q: 3 clusters Score -4.574596e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 202761 members 
Entering Unmasked Estep 
Score: -45745968.000000 Penalty: 6336.485352
	Iteration 107Q: 3 clusters Score -4.574597e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 202244 members 
Entering Unmasked Estep 
Score: -45745940.000000 Penalty: 6336.485352
	Iteration 108Q: 3 clusters Score -4.574594e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 201720 members 
Entering Unmasked Estep 
Score: -45745848.000000 Penalty: 6336.485352
	Iteration 109Q: 3 clusters Score -4.574585e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 201212 members 
Entering Unmasked Estep 
Score: -45745916.000000 Penalty: 6336.485352
	Iteration 110Q: 3 clusters Score -4.574592e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 200704 members 
Entering Unmasked Estep 
Score: -45746020.000000 Penalty: 6336.485352
	Iteration 111Q: 3 clusters Score -4.574602e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 200228 members 
Entering Unmasked Estep 
Score: -45746024.000000 Penalty: 6336.485352
	Iteration 112Q: 3 clusters Score -4.574602e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -45746044.000000 Penalty: 6336.485352
	Iteration 113Q: 3 clusters Score -4.574604e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 199269 members 
Entering Unmasked Estep 
Score: -45746036.000000 Penalty: 6336.485352
	Iteration 114Q: 3 clusters Score -4.574604e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 198787 members 
Entering Unmasked Estep 
Score: -45746028.000000 Penalty: 6336.485352
	Iteration 115Q: 3 clusters Score -4.574603e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 198338 members 
Entering Unmasked Estep 
Score: -45746088.000000 Penalty: 6336.485352
	Iteration 116Q: 3 clusters Score -4.574609e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 197928 members 
Entering Unmasked Estep 
Score: -45746164.000000 Penalty: 6336.485352
	Iteration 117Q: 3 clusters Score -4.574616e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -45746128.000000 Penalty: 6336.485352
	Iteration 118Q: 3 clusters Score -4.574613e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 197098 members 
Entering Unmasked Estep 
Score: -45746148.000000 Penalty: 6336.485352
	Iteration 119Q: 3 clusters Score -4.574615e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 196727 members 
Entering Unmasked Estep 
Score: -45746116.000000 Penalty: 6336.485352
	Iteration 120F: 3 clusters Score -4.574612e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 196364 members 
Entering Unmasked Estep 
Score: -45746228.000000 Penalty: 6336.485352
	Iteration 121Q: 3 clusters Score -4.574623e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -45746184.000000 Penalty: 6336.485352
	Iteration 122Q: 3 clusters Score -4.574618e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 195702 members 
Entering Unmasked Estep 
Score: -45746156.000000 Penalty: 6336.485352
	Iteration 123Q: 3 clusters Score -4.574616e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 195355 members 
Entering Unmasked Estep 
Score: -45746180.000000 Penalty: 6336.485352
	Iteration 124Q: 3 clusters Score -4.574618e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 195030 members 
Entering Unmasked Estep 
Score: -45746224.000000 Penalty: 6336.485352
	Iteration 125Q: 3 clusters Score -4.574622e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -45746212.000000 Penalty: 6336.485352
	Iteration 126Q: 3 clusters Score -4.574621e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -45746288.000000 Penalty: 6336.485352
	Iteration 127Q: 3 clusters Score -4.574629e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 194230 members 
Entering Unmasked Estep 
Score: -45746296.000000 Penalty: 6336.485352
	Iteration 128Q: 3 clusters Score -4.57463e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 193976 members 
Entering Unmasked Estep 
Score: -45746348.000000 Penalty: 6336.485352
	Iteration 129Q: 3 clusters Score -4.574635e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159618 members 
Mstep: Class 2 contains 193717 members 
Entering Unmasked Estep 
Score: -45746328.000000 Penalty: 6336.485352
	Iteration 130Q: 3 clusters Score -4.574633e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159865 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -45746364.000000 Penalty: 6336.485352
	Iteration 131Q: 3 clusters Score -4.574636e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 193223 members 
Entering Unmasked Estep 
Score: -45746428.000000 Penalty: 6336.485352
	Iteration 132Q: 3 clusters Score -4.574643e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -45746408.000000 Penalty: 6336.485352
	Iteration 133Q: 3 clusters Score -4.574641e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 192788 members 
Entering Unmasked Estep 
Score: -45746400.000000 Penalty: 6336.485352
	Iteration 134Q: 3 clusters Score -4.57464e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160764 members 
Mstep: Class 2 contains 192571 members 
Entering Unmasked Estep 
Score: -45746356.000000 Penalty: 6336.485352
	Iteration 135Q: 3 clusters Score -4.574636e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160989 members 
Mstep: Class 2 contains 192346 members 
Entering Unmasked Estep 
Score: -45746384.000000 Penalty: 6336.485352
	Iteration 136Q: 3 clusters Score -4.574638e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161168 members 
Mstep: Class 2 contains 192167 members 
Entering Unmasked Estep 
Score: -45746468.000000 Penalty: 6336.485352
	Iteration 137Q: 3 clusters Score -4.574647e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161340 members 
Mstep: Class 2 contains 191995 members 
Entering Unmasked Estep 
Score: -45746516.000000 Penalty: 6336.485352
	Iteration 138Q: 3 clusters Score -4.574652e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 191796 members 
Entering Unmasked Estep 
Score: -45746592.000000 Penalty: 6336.485352
	Iteration 139Q: 3 clusters Score -4.574659e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161741 members 
Mstep: Class 2 contains 191594 members 
Entering Unmasked Estep 
Score: -45746608.000000 Penalty: 6336.485352
	Iteration 140F: 3 clusters Score -4.574661e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -45746624.000000 Penalty: 6336.485352
	Iteration 141Q: 3 clusters Score -4.574662e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 191234 members 
Entering Unmasked Estep 
Score: -45746632.000000 Penalty: 6336.485352
	Iteration 142Q: 3 clusters Score -4.574663e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Mstep: Class 2 contains 191090 members 
Entering Unmasked Estep 
Score: -45746708.000000 Penalty: 6336.485352
	Iteration 143Q: 3 clusters Score -4.574671e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162384 members 
Mstep: Class 2 contains 190951 members 
Entering Unmasked Estep 
Score: -45746704.000000 Penalty: 6336.485352
	Iteration 144Q: 3 clusters Score -4.57467e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 190836 members 
Entering Unmasked Estep 
Score: -45746788.000000 Penalty: 6336.485352
	Iteration 145Q: 3 clusters Score -4.574679e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162614 members 
Mstep: Class 2 contains 190721 members 
Entering Unmasked Estep 
Score: -45746840.000000 Penalty: 6336.485352
	Iteration 146Q: 3 clusters Score -4.574684e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 190651 members 
Entering Unmasked Estep 
Score: -45746916.000000 Penalty: 6336.485352
	Iteration 147Q: 3 clusters Score -4.574692e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162750 members 
Mstep: Class 2 contains 190585 members 
Entering Unmasked Estep 
Score: -45746976.000000 Penalty: 6336.485352
	Iteration 148Q: 3 clusters Score -4.574698e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162830 members 
Mstep: Class 2 contains 190505 members 
Entering Unmasked Estep 
Score: -45746964.000000 Penalty: 6336.485352
	Iteration 149Q: 3 clusters Score -4.574696e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162906 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -45746980.000000 Penalty: 6336.485352
	Iteration 150Q: 3 clusters Score -4.574698e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 190360 members 
Entering Unmasked Estep 
Score: -45746876.000000 Penalty: 6336.485352
	Iteration 151Q: 3 clusters Score -4.574688e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163028 members 
Mstep: Class 2 contains 190307 members 
Entering Unmasked Estep 
Score: -45746812.000000 Penalty: 6336.485352
	Iteration 152Q: 3 clusters Score -4.574681e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -45746880.000000 Penalty: 6336.485352
	Iteration 153Q: 3 clusters Score -4.574688e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 190206 members 
Entering Unmasked Estep 
Score: -45746896.000000 Penalty: 6336.485352
	Iteration 154Q: 3 clusters Score -4.57469e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 190153 members 
Entering Unmasked Estep 
Score: -45746956.000000 Penalty: 6336.485352
	Iteration 155Q: 3 clusters Score -4.574696e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 190075 members 
Entering Unmasked Estep 
Score: -45746912.000000 Penalty: 6336.485352
	Iteration 156Q: 3 clusters Score -4.574691e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -45746980.000000 Penalty: 6336.485352
	Iteration 157Q: 3 clusters Score -4.574698e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 189947 members 
Entering Unmasked Estep 
Score: -45746976.000000 Penalty: 6336.485352
	Iteration 158Q: 3 clusters Score -4.574698e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 189893 members 
Entering Unmasked Estep 
Score: -45747044.000000 Penalty: 6336.485352
	Iteration 159Q: 3 clusters Score -4.574704e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163495 members 
Mstep: Class 2 contains 189840 members 
Entering Unmasked Estep 
Score: -45747096.000000 Penalty: 6336.485352
	Iteration 160F: 3 clusters Score -4.57471e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163533 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -45747140.000000 Penalty: 6336.485352
	Iteration 161Q: 3 clusters Score -4.574714e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 189780 members 
Entering Unmasked Estep 
Score: -45747128.000000 Penalty: 6336.485352
	Iteration 162Q: 3 clusters Score -4.574713e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 189783 members 
Entering Unmasked Estep 
Score: -45747100.000000 Penalty: 6336.485352
	Iteration 163Q: 3 clusters Score -4.57471e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163548 members 
Mstep: Class 2 contains 189787 members 
Entering Unmasked Estep 
Score: -45747160.000000 Penalty: 6336.485352
	Iteration 164Q: 3 clusters Score -4.574716e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 189795 members 
Entering Unmasked Estep 
Score: -45747240.000000 Penalty: 6336.485352
	Iteration 165Q: 3 clusters Score -4.574724e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -45747240.000000 Penalty: 6336.485352
	Iteration 166Q: 3 clusters Score -4.574724e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 189768 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 167Q: 3 clusters Score -4.574729e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 189743 members 
Entering Unmasked Estep 
Score: -45747244.000000 Penalty: 6336.485352
	Iteration 168Q: 3 clusters Score -4.574724e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 189732 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 169Q: 3 clusters Score -4.574728e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 189727 members 
Entering Unmasked Estep 
Score: -45747308.000000 Penalty: 6336.485352
	Iteration 170Q: 3 clusters Score -4.574731e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 171Q: 3 clusters Score -4.574731e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 172Q: 3 clusters Score -4.574729e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 189709 members 
Entering Unmasked Estep 
Score: -45747316.000000 Penalty: 6336.485352
	Iteration 173Q: 3 clusters Score -4.574732e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 189709 members 
Entering Unmasked Estep 
Score: -45747316.000000 Penalty: 6336.485352
	Iteration 174Q: 3 clusters Score -4.574732e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 189728 members 
Entering Unmasked Estep 
Score: -45747324.000000 Penalty: 6336.485352
	Iteration 175Q: 3 clusters Score -4.574732e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 189736 members 
Entering Unmasked Estep 
Score: -45747340.000000 Penalty: 6336.485352
	Iteration 176Q: 3 clusters Score -4.574734e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 189756 members 
Entering Unmasked Estep 
Score: -45747324.000000 Penalty: 6336.485352
	Iteration 177Q: 3 clusters Score -4.574732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 189771 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 178Q: 3 clusters Score -4.57473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 189780 members 
Entering Unmasked Estep 
Score: -45747324.000000 Penalty: 6336.485352
	Iteration 179Q: 3 clusters Score -4.574732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163544 members 
Mstep: Class 2 contains 189791 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 180F: 3 clusters Score -4.574728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 189803 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 181Q: 3 clusters Score -4.574728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163509 members 
Mstep: Class 2 contains 189826 members 
Entering Unmasked Estep 
Score: -45747296.000000 Penalty: 6336.485352
	Iteration 182Q: 3 clusters Score -4.57473e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 189844 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 183Q: 3 clusters Score -4.574729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 184Q: 3 clusters Score -4.57473e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.485352
	Iteration 185Q: 3 clusters Score -4.574726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 189871 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 186Q: 3 clusters Score -4.574728e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 189886 members 
Entering Unmasked Estep 
Score: -45747228.000000 Penalty: 6336.485352
	Iteration 187Q: 3 clusters Score -4.574723e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -45747244.000000 Penalty: 6336.485352
	Iteration 188Q: 3 clusters Score -4.574724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163412 members 
Mstep: Class 2 contains 189923 members 
Entering Unmasked Estep 
Score: -45747268.000000 Penalty: 6336.485352
	Iteration 189Q: 3 clusters Score -4.574727e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 189949 members 
Entering Unmasked Estep 
Score: -45747248.000000 Penalty: 6336.485352
	Iteration 190Q: 3 clusters Score -4.574725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163373 members 
Mstep: Class 2 contains 189962 members 
Entering Unmasked Estep 
Score: -45747284.000000 Penalty: 6336.485352
	Iteration 191Q: 3 clusters Score -4.574728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -45747284.000000 Penalty: 6336.485352
	Iteration 192Q: 3 clusters Score -4.574728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 193Q: 3 clusters Score -4.574729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 194Q: 3 clusters Score -4.574728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163326 members 
Mstep: Class 2 contains 190009 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 195Q: 3 clusters Score -4.574729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -45747296.000000 Penalty: 6336.485352
	Iteration 196Q: 3 clusters Score -4.57473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -45747284.000000 Penalty: 6336.485352
	Iteration 197Q: 3 clusters Score -4.574728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163320 members 
Mstep: Class 2 contains 190015 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 198Q: 3 clusters Score -4.574728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 190010 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 199Q: 3 clusters Score -4.574729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 200F: 3 clusters Score -4.574731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 201Q: 3 clusters Score -4.57473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 189998 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 202Q: 3 clusters Score -4.574728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 189987 members 
Entering Unmasked Estep 
Score: -45747284.000000 Penalty: 6336.485352
	Iteration 203Q: 3 clusters Score -4.574728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 189976 members 
Entering Unmasked Estep 
Score: -45747280.000000 Penalty: 6336.485352
	Iteration 204Q: 3 clusters Score -4.574728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 189955 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 205Q: 3 clusters Score -4.574729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 189940 members 
Entering Unmasked Estep 
Score: -45747300.000000 Penalty: 6336.485352
	Iteration 206Q: 3 clusters Score -4.57473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -45747264.000000 Penalty: 6336.485352
	Iteration 207Q: 3 clusters Score -4.574726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -45747256.000000 Penalty: 6336.485352
	Iteration 208Q: 3 clusters Score -4.574726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 189919 members 
Entering Unmasked Estep 
Score: -45747244.000000 Penalty: 6336.485352
	Iteration 209Q: 3 clusters Score -4.574724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 189906 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.485352
	Iteration 210Q: 3 clusters Score -4.574726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 189895 members 
Entering Unmasked Estep 
Score: -45747268.000000 Penalty: 6336.485352
	Iteration 211Q: 3 clusters Score -4.574727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 189884 members 
Entering Unmasked Estep 
Score: -45747296.000000 Penalty: 6336.485352
	Iteration 212Q: 3 clusters Score -4.57473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -45747256.000000 Penalty: 6336.485352
	Iteration 213Q: 3 clusters Score -4.574726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 189874 members 
Entering Unmasked Estep 
Score: -45747272.000000 Penalty: 6336.485352
	Iteration 214Q: 3 clusters Score -4.574727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 189869 members 
Entering Unmasked Estep 
Score: -45747268.000000 Penalty: 6336.485352
	Iteration 215Q: 3 clusters Score -4.574727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 189865 members 
Entering Unmasked Estep 
Score: -45747268.000000 Penalty: 6336.485352
	Iteration 216Q: 3 clusters Score -4.574727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -45747252.000000 Penalty: 6336.485352
	Iteration 217Q: 3 clusters Score -4.574725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 189860 members 
Entering Unmasked Estep 
Score: -45747264.000000 Penalty: 6336.485352
	Iteration 218Q: 3 clusters Score -4.574726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -45747244.000000 Penalty: 6336.485352
	Iteration 219Q: 3 clusters Score -4.574724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 189856 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.485352
	Iteration 220F: 3 clusters Score -4.574726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -45747244.000000 Penalty: 6336.485352
	Iteration 221Q: 3 clusters Score -4.574724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 189844 members 
Entering Unmasked Estep 
Score: -45747224.000000 Penalty: 6336.485352
	Iteration 222Q: 3 clusters Score -4.574722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.485352
	Iteration 223Q: 3 clusters Score -4.574726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163493 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -45747260.000000 Penalty: 6336.485352
	Iteration 224Q: 3 clusters Score -4.574726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6336.485352
	Iteration 225Q: 3 clusters Score -4.574728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 226Q: 3 clusters Score -4.574729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -45747280.000000 Penalty: 6336.485352
	Iteration 227Q: 3 clusters Score -4.574728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 228Q: 3 clusters Score -4.574729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 229Q: 3 clusters Score -4.574729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 189844 members 
Entering Unmasked Estep 
Score: -45747300.000000 Penalty: 6336.485352
	Iteration 230Q: 3 clusters Score -4.57473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 189843 members 
Entering Unmasked Estep 
Score: -45747316.000000 Penalty: 6336.485352
	Iteration 231Q: 3 clusters Score -4.574732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 232Q: 3 clusters Score -4.574731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 189843 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 233Q: 3 clusters Score -4.57473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 189844 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 234Q: 3 clusters Score -4.574729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 235Q: 3 clusters Score -4.57473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 189856 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 236Q: 3 clusters Score -4.574731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -45747300.000000 Penalty: 6336.485352
	Iteration 237Q: 3 clusters Score -4.57473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 189851 members 
Entering Unmasked Estep 
Score: -45747320.000000 Penalty: 6336.485352
	Iteration 238Q: 3 clusters Score -4.574732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 189851 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 239Q: 3 clusters Score -4.57473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -45747340.000000 Penalty: 6336.485352
	Iteration 240F: 3 clusters Score -4.574734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 189849 members 
Entering Unmasked Estep 
Score: -45747328.000000 Penalty: 6336.485352
	Iteration 241Q: 3 clusters Score -4.574733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 242Q: 3 clusters Score -4.574731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -45747324.000000 Penalty: 6336.485352
	Iteration 243Q: 3 clusters Score -4.574732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -45747316.000000 Penalty: 6336.485352
	Iteration 244Q: 3 clusters Score -4.574732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -45747316.000000 Penalty: 6336.485352
	Iteration 245Q: 3 clusters Score -4.574732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 189860 members 
Entering Unmasked Estep 
Score: -45747304.000000 Penalty: 6336.485352
	Iteration 246Q: 3 clusters Score -4.57473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -45747308.000000 Penalty: 6336.485352
	Iteration 247Q: 3 clusters Score -4.574731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 189863 members 
Entering Unmasked Estep 
Score: -45747292.000000 Penalty: 6336.485352
	Iteration 248Q: 3 clusters Score -4.574729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 189863 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 249Q: 3 clusters Score -4.574729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -45747296.000000 Penalty: 6336.485352
	Iteration 250Q: 3 clusters Score -4.57473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 251Q: 3 clusters Score -4.574731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -45747288.000000 Penalty: 6336.485352
	Iteration 252Q: 3 clusters Score -4.574729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -45747312.000000 Penalty: 6336.485352
	Iteration 253Q: 3 clusters Score -4.574731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -45747300.000000 Penalty: 6336.485352
	Iteration 254Q: 3 clusters Score -4.57473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -45747300.000000 Penalty: 6336.485352
	Iteration 255F: 3 clusters Score -4.57473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -708670.062500 Penalty: 2141.738525
	Iteration 0F: 2 clusters Score -708670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -703763.625000 Penalty: 4283.477051
	Iteration 0F: 3 clusters Score -703763.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -705018.375000 Penalty: 4283.477051
	Iteration 1F: 3 clusters Score -705018.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -705226.187500 Penalty: 4283.477051
	Iteration 2F: 3 clusters Score -705226.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -705370.062500 Penalty: 4283.477051
	Iteration 3Q: 3 clusters Score -705370.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -705453.812500 Penalty: 4283.477051
	Iteration 4Q: 3 clusters Score -705453.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -705518.625000 Penalty: 4283.477051
	Iteration 5Q: 3 clusters Score -705518.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -705573.437500 Penalty: 4283.477051
	Iteration 6Q: 3 clusters Score -705573.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -705619.250000 Penalty: 4283.477051
	Iteration 7Q: 3 clusters Score -705619.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -705664.312500 Penalty: 4283.477051
	Iteration 8Q: 3 clusters Score -705664.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -705708.937500 Penalty: 4283.477051
	Iteration 9Q: 3 clusters Score -705708.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -705747.062500 Penalty: 4283.477051
	Iteration 10Q: 3 clusters Score -705747.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -705786.250000 Penalty: 4283.477051
	Iteration 11Q: 3 clusters Score -705786.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -705845.187500 Penalty: 4283.477051
	Iteration 12Q: 3 clusters Score -705845.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -705926.937500 Penalty: 4283.477051
	Iteration 13Q: 3 clusters Score -705926.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -706013.312500 Penalty: 4283.477051
	Iteration 14Q: 3 clusters Score -706013.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -706100.187500 Penalty: 4283.477051
	Iteration 15Q: 3 clusters Score -706100.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -706193.000000 Penalty: 4283.477051
	Iteration 16Q: 3 clusters Score -706193 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -706303.937500 Penalty: 4283.477051
	Iteration 17Q: 3 clusters Score -706303.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -706412.875000 Penalty: 4283.477051
	Iteration 18Q: 3 clusters Score -706412.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -706525.312500 Penalty: 4283.477051
	Iteration 19Q: 3 clusters Score -706525.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -706658.750000 Penalty: 4283.477051
	Iteration 20F: 3 clusters Score -706658.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -706769.875000 Penalty: 4283.477051
	Iteration 21Q: 3 clusters Score -706769.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -706874.562500 Penalty: 4283.477051
	Iteration 22Q: 3 clusters Score -706874.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -706944.750000 Penalty: 4283.477051
	Iteration 23Q: 3 clusters Score -706944.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -706966.500000 Penalty: 4283.477051
	Iteration 24Q: 3 clusters Score -706966.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -706978.625000 Penalty: 4283.477051
	Iteration 25Q: 3 clusters Score -706978.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -706990.312500 Penalty: 4283.477051
	Iteration 26Q: 3 clusters Score -706990.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -707002.625000 Penalty: 4283.477051
	Iteration 27Q: 3 clusters Score -707002.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -707009.062500 Penalty: 4283.477051
	Iteration 28Q: 3 clusters Score -707009.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -707016.375000 Penalty: 4283.477051
	Iteration 29Q: 3 clusters Score -707016.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -707020.187500 Penalty: 4283.477051
	Iteration 30Q: 3 clusters Score -707020.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -707029.000000 Penalty: 4283.477051
	Iteration 31Q: 3 clusters Score -707029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -707034.562500 Penalty: 4283.477051
	Iteration 32Q: 3 clusters Score -707034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -707036.437500 Penalty: 4283.477051
	Iteration 33Q: 3 clusters Score -707036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -707037.250000 Penalty: 4283.477051
	Iteration 34Q: 3 clusters Score -707037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -707037.250000 Penalty: 4283.477051
	Iteration 35F: 3 clusters Score -707037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Entering Unmasked Estep 
Score: -8107376.500000 Penalty: 2738.930176
	Iteration 0F: 2 clusters Score -8107376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -8065421.500000 Penalty: 5477.860352
	Iteration 0F: 3 clusters Score -8065422 nChanged 29037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -8081868.500000 Penalty: 5477.860352
	Iteration 1F: 3 clusters Score -8081868 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8082648.500000 Penalty: 5477.860352
	Iteration 2Q: 3 clusters Score -8082648 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -8083696.500000 Penalty: 5477.860352
	Iteration 3Q: 3 clusters Score -8083696 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -8085122.500000 Penalty: 5477.860352
	Iteration 4Q: 3 clusters Score -8085122 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8087307.000000 Penalty: 5477.860352
	Iteration 5F: 3 clusters Score -8087307 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8090592.000000 Penalty: 5477.860352
	Iteration 6F: 3 clusters Score -8090592 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8095005.500000 Penalty: 5477.860352
	Iteration 7F: 3 clusters Score -8095006 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -8099216.500000 Penalty: 5477.860352
	Iteration 8F: 3 clusters Score -8099216 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -8102182.500000 Penalty: 5477.860352
	Iteration 9Q: 3 clusters Score -8102182 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -8103619.000000 Penalty: 5477.860352
	Iteration 10Q: 3 clusters Score -8103619 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -8104297.000000 Penalty: 5477.860352
	Iteration 11Q: 3 clusters Score -8104297 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -8104639.000000 Penalty: 5477.860352
	Iteration 12Q: 3 clusters Score -8104639 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -8104799.500000 Penalty: 5477.860352
	Iteration 13Q: 3 clusters Score -8104800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -8104914.000000 Penalty: 5477.860352
	Iteration 14Q: 3 clusters Score -8104914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -8104970.500000 Penalty: 5477.860352
	Iteration 15Q: 3 clusters Score -8104970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -8105028.500000 Penalty: 5477.860352
	Iteration 16Q: 3 clusters Score -8105028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -8105085.500000 Penalty: 5477.860352
	Iteration 17Q: 3 clusters Score -8105086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -8105112.500000 Penalty: 5477.860352
	Iteration 18Q: 3 clusters Score -8105112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8105133.000000 Penalty: 5477.860352
	Iteration 19Q: 3 clusters Score -8105133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8105138.500000 Penalty: 5477.860352
	Iteration 20F: 3 clusters Score -8105138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -8105160.000000 Penalty: 5477.860352
	Iteration 21Q: 3 clusters Score -8105160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -8105173.000000 Penalty: 5477.860352
	Iteration 22Q: 3 clusters Score -8105173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -8105179.500000 Penalty: 5477.860352
	Iteration 23Q: 3 clusters Score -8105180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -8105181.000000 Penalty: 5477.860352
	Iteration 24Q: 3 clusters Score -8105181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8105195.000000 Penalty: 5477.860352
	Iteration 25Q: 3 clusters Score -8105195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -8105193.500000 Penalty: 5477.860352
	Iteration 26Q: 3 clusters Score -8105194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8105194.000000 Penalty: 5477.860352
	Iteration 27Q: 3 clusters Score -8105194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -8105195.500000 Penalty: 5477.860352
	Iteration 28Q: 3 clusters Score -8105196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8105197.500000 Penalty: 5477.860352
	Iteration 29Q: 3 clusters Score -8105198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -8105194.000000 Penalty: 5477.860352
	Iteration 30Q: 3 clusters Score -8105194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -8105196.500000 Penalty: 5477.860352
	Iteration 31Q: 3 clusters Score -8105196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8105196.500000 Penalty: 5477.860352
	Iteration 32Q: 3 clusters Score -8105196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8105196.500000 Penalty: 5477.860352
	Iteration 33F: 3 clusters Score -8105196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Entering Unmasked Estep 
Score: -1504621.375000 Penalty: 2362.309814
	Iteration 0F: 2 clusters Score -1504621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1494538.625000 Penalty: 4724.619629
	Iteration 0F: 3 clusters Score -1494539 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1497964.500000 Penalty: 4724.619629
	Iteration 1F: 3 clusters Score -1497964 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1498536.875000 Penalty: 4724.619629
	Iteration 2F: 3 clusters Score -1498537 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1499093.000000 Penalty: 4724.619629
	Iteration 3F: 3 clusters Score -1499093 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1499702.375000 Penalty: 4724.619629
	Iteration 4F: 3 clusters Score -1499702 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1500343.625000 Penalty: 4724.619629
	Iteration 5F: 3 clusters Score -1500344 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1500915.750000 Penalty: 4724.619629
	Iteration 6F: 3 clusters Score -1500916 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1501366.375000 Penalty: 4724.619629
	Iteration 7F: 3 clusters Score -1501366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1501699.000000 Penalty: 4724.619629
	Iteration 8Q: 3 clusters Score -1501699 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1501960.125000 Penalty: 4724.619629
	Iteration 9Q: 3 clusters Score -1501960 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1502163.125000 Penalty: 4724.619629
	Iteration 10Q: 3 clusters Score -1502163 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1502315.750000 Penalty: 4724.619629
	Iteration 11Q: 3 clusters Score -1502316 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1502425.625000 Penalty: 4724.619629
	Iteration 12Q: 3 clusters Score -1502426 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1502510.375000 Penalty: 4724.619629
	Iteration 13Q: 3 clusters Score -1502510 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1502581.125000 Penalty: 4724.619629
	Iteration 14Q: 3 clusters Score -1502581 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1502635.500000 Penalty: 4724.619629
	Iteration 15Q: 3 clusters Score -1502636 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1502694.375000 Penalty: 4724.619629
	Iteration 16Q: 3 clusters Score -1502694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1502743.500000 Penalty: 4724.619629
	Iteration 17Q: 3 clusters Score -1502744 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1502785.875000 Penalty: 4724.619629
	Iteration 18Q: 3 clusters Score -1502786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1502839.875000 Penalty: 4724.619629
	Iteration 19Q: 3 clusters Score -1502840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1502884.750000 Penalty: 4724.619629
	Iteration 20F: 3 clusters Score -1502885 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1502927.000000 Penalty: 4724.619629
	Iteration 21Q: 3 clusters Score -1502927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1502965.250000 Penalty: 4724.619629
	Iteration 22Q: 3 clusters Score -1502965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1503017.375000 Penalty: 4724.619629
	Iteration 23Q: 3 clusters Score -1503017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1503054.000000 Penalty: 4724.619629
	Iteration 24Q: 3 clusters Score -1503054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1503089.125000 Penalty: 4724.619629
	Iteration 25Q: 3 clusters Score -1503089 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1503125.125000 Penalty: 4724.619629
	Iteration 26Q: 3 clusters Score -1503125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1503149.875000 Penalty: 4724.619629
	Iteration 27Q: 3 clusters Score -1503150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1503161.500000 Penalty: 4724.619629
	Iteration 28Q: 3 clusters Score -1503162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1503172.000000 Penalty: 4724.619629
	Iteration 29Q: 3 clusters Score -1503172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1503181.750000 Penalty: 4724.619629
	Iteration 30Q: 3 clusters Score -1503182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1503183.875000 Penalty: 4724.619629
	Iteration 31Q: 3 clusters Score -1503184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1503194.750000 Penalty: 4724.619629
	Iteration 32Q: 3 clusters Score -1503195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1503200.625000 Penalty: 4724.619629
	Iteration 33Q: 3 clusters Score -1503201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1503203.375000 Penalty: 4724.619629
	Iteration 34Q: 3 clusters Score -1503203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1503212.625000 Penalty: 4724.619629
	Iteration 35Q: 3 clusters Score -1503213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1503224.375000 Penalty: 4724.619629
	Iteration 36Q: 3 clusters Score -1503224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1503235.000000 Penalty: 4724.619629
	Iteration 37Q: 3 clusters Score -1503235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1503241.375000 Penalty: 4724.619629
	Iteration 38Q: 3 clusters Score -1503241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1503254.250000 Penalty: 4724.619629
	Iteration 39Q: 3 clusters Score -1503254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1503254.625000 Penalty: 4724.619629
	Iteration 40F: 3 clusters Score -1503255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1503265.750000 Penalty: 4724.619629
	Iteration 41Q: 3 clusters Score -1503266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1503280.250000 Penalty: 4724.619629
	Iteration 42Q: 3 clusters Score -1503280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1503292.875000 Penalty: 4724.619629
	Iteration 43Q: 3 clusters Score -1503293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1503304.250000 Penalty: 4724.619629
	Iteration 44Q: 3 clusters Score -1503304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1503318.250000 Penalty: 4724.619629
	Iteration 45Q: 3 clusters Score -1503318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1503322.750000 Penalty: 4724.619629
	Iteration 46Q: 3 clusters Score -1503323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1503335.125000 Penalty: 4724.619629
	Iteration 47Q: 3 clusters Score -1503335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1503344.750000 Penalty: 4724.619629
	Iteration 48Q: 3 clusters Score -1503345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1503355.875000 Penalty: 4724.619629
	Iteration 49Q: 3 clusters Score -1503356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1503362.000000 Penalty: 4724.619629
	Iteration 50Q: 3 clusters Score -1503362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1503360.125000 Penalty: 4724.619629
	Iteration 51Q: 3 clusters Score -1503360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1503362.500000 Penalty: 4724.619629
	Iteration 52Q: 3 clusters Score -1503362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1503366.750000 Penalty: 4724.619629
	Iteration 53Q: 3 clusters Score -1503367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1503373.500000 Penalty: 4724.619629
	Iteration 54Q: 3 clusters Score -1503374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1503372.375000 Penalty: 4724.619629
	Iteration 55Q: 3 clusters Score -1503372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1503375.500000 Penalty: 4724.619629
	Iteration 56Q: 3 clusters Score -1503376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1503377.500000 Penalty: 4724.619629
	Iteration 57Q: 3 clusters Score -1503378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1503377.125000 Penalty: 4724.619629
	Iteration 58Q: 3 clusters Score -1503377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1503378.375000 Penalty: 4724.619629
	Iteration 59Q: 3 clusters Score -1503378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1503378.875000 Penalty: 4724.619629
	Iteration 60F: 3 clusters Score -1503379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1503380.375000 Penalty: 4724.619629
	Iteration 61Q: 3 clusters Score -1503380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1503385.750000 Penalty: 4724.619629
	Iteration 62Q: 3 clusters Score -1503386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1503387.375000 Penalty: 4724.619629
	Iteration 63Q: 3 clusters Score -1503387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1503391.375000 Penalty: 4724.619629
	Iteration 64Q: 3 clusters Score -1503391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1503391.000000 Penalty: 4724.619629
	Iteration 65Q: 3 clusters Score -1503391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1503389.500000 Penalty: 4724.619629
	Iteration 66Q: 3 clusters Score -1503390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1503392.250000 Penalty: 4724.619629
	Iteration 67Q: 3 clusters Score -1503392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1503392.375000 Penalty: 4724.619629
	Iteration 68Q: 3 clusters Score -1503392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1503394.000000 Penalty: 4724.619629
	Iteration 69Q: 3 clusters Score -1503394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1503393.750000 Penalty: 4724.619629
	Iteration 70Q: 3 clusters Score -1503394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1503392.625000 Penalty: 4724.619629
	Iteration 71Q: 3 clusters Score -1503393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1503395.875000 Penalty: 4724.619629
	Iteration 72Q: 3 clusters Score -1503396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1503394.000000 Penalty: 4724.619629
	Iteration 73Q: 3 clusters Score -1503394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1503394.875000 Penalty: 4724.619629
	Iteration 74Q: 3 clusters Score -1503395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1503395.000000 Penalty: 4724.619629
	Iteration 75Q: 3 clusters Score -1503395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1503395.750000 Penalty: 4724.619629
	Iteration 76Q: 3 clusters Score -1503396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1503395.250000 Penalty: 4724.619629
	Iteration 77Q: 3 clusters Score -1503395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1503395.250000 Penalty: 4724.619629
	Iteration 78Q: 3 clusters Score -1503395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1503393.500000 Penalty: 4724.619629
	Iteration 79Q: 3 clusters Score -1503394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1503397.875000 Penalty: 4724.619629
	Iteration 80F: 3 clusters Score -1503398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1503400.000000 Penalty: 4724.619629
	Iteration 81Q: 3 clusters Score -1503400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1503398.750000 Penalty: 4724.619629
	Iteration 82Q: 3 clusters Score -1503399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1503399.250000 Penalty: 4724.619629
	Iteration 83Q: 3 clusters Score -1503399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1503397.375000 Penalty: 4724.619629
	Iteration 84Q: 3 clusters Score -1503397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1503399.750000 Penalty: 4724.619629
	Iteration 85Q: 3 clusters Score -1503400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1503399.625000 Penalty: 4724.619629
	Iteration 86Q: 3 clusters Score -1503400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1503399.000000 Penalty: 4724.619629
	Iteration 87Q: 3 clusters Score -1503399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1503398.750000 Penalty: 4724.619629
	Iteration 88Q: 3 clusters Score -1503399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1503402.500000 Penalty: 4724.619629
	Iteration 89Q: 3 clusters Score -1503402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1503403.500000 Penalty: 4724.619629
	Iteration 90Q: 3 clusters Score -1503404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1503404.625000 Penalty: 4724.619629
	Iteration 91Q: 3 clusters Score -1503405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1503401.500000 Penalty: 4724.619629
	Iteration 92Q: 3 clusters Score -1503402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1503404.000000 Penalty: 4724.619629
	Iteration 93Q: 3 clusters Score -1503404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1503404.750000 Penalty: 4724.619629
	Iteration 94Q: 3 clusters Score -1503405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1503405.125000 Penalty: 4724.619629
	Iteration 95Q: 3 clusters Score -1503405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1503407.375000 Penalty: 4724.619629
	Iteration 96Q: 3 clusters Score -1503407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1503405.500000 Penalty: 4724.619629
	Iteration 97Q: 3 clusters Score -1503406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1503405.375000 Penalty: 4724.619629
	Iteration 98Q: 3 clusters Score -1503405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1503405.375000 Penalty: 4724.619629
	Iteration 99Q: 3 clusters Score -1503405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1503405.500000 Penalty: 4724.619629
	Iteration 100F: 3 clusters Score -1503406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1503407.000000 Penalty: 4724.619629
	Iteration 101Q: 3 clusters Score -1503407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1503407.000000 Penalty: 4724.619629
	Iteration 102F: 3 clusters Score -1503407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -681998.437500 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -681998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -676961.750000 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -676961.8 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -678354.500000 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -678354.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -678717.250000 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -678717.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -678998.312500 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -678998.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -679254.250000 Penalty: 4307.295410
	Iteration 4F: 3 clusters Score -679254.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -679484.875000 Penalty: 4307.295410
	Iteration 5F: 3 clusters Score -679484.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -679642.625000 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -679642.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -679765.375000 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -679765.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -679887.187500 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -679887.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -680000.437500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -680000.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -680103.312500 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -680103.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -680181.812500 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -680181.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -680243.312500 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -680243.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -680298.937500 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -680298.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -680352.500000 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -680352.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -680382.312500 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -680382.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -680406.750000 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -680406.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -680415.875000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -680415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -680419.187500 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -680419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -680421.562500 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -680421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -680427.250000 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -680427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -680431.250000 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -680431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -680437.625000 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -680437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -680441.562500 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -680441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -680448.312500 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -680448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -680454.875000 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -680454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -680460.250000 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -680460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -680464.437500 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -680464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -680468.250000 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -680468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -680472.875000 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -680472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -680476.812500 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -680476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -680481.750000 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -680481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -680485.687500 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -680485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -680488.437500 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -680488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -680491.312500 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -680491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -680491.375000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -680491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -680492.312500 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -680492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -680492.937500 Penalty: 4307.295410
	Iteration 37Q: 3 clusters Score -680492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -680494.125000 Penalty: 4307.295410
	Iteration 38Q: 3 clusters Score -680494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -680494.125000 Penalty: 4307.295410
	Iteration 39F: 3 clusters Score -680494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Entering Unmasked Estep 
Score: -1969742.750000 Penalty: 2382.961182
	Iteration 0F: 2 clusters Score -1969743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1958932.875000 Penalty: 4765.922363
	Iteration 0F: 3 clusters Score -1958933 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1962265.000000 Penalty: 4765.922363
	Iteration 1F: 3 clusters Score -1962265 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1962620.625000 Penalty: 4765.922363
	Iteration 2F: 3 clusters Score -1962621 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1962912.500000 Penalty: 4765.922363
	Iteration 3Q: 3 clusters Score -1962912 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1963208.500000 Penalty: 4765.922363
	Iteration 4Q: 3 clusters Score -1963208 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1963540.375000 Penalty: 4765.922363
	Iteration 5Q: 3 clusters Score -1963540 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1963863.250000 Penalty: 4765.922363
	Iteration 6Q: 3 clusters Score -1963863 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1964180.500000 Penalty: 4765.922363
	Iteration 7Q: 3 clusters Score -1964180 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1964526.375000 Penalty: 4765.922363
	Iteration 8Q: 3 clusters Score -1964526 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1964926.000000 Penalty: 4765.922363
	Iteration 9Q: 3 clusters Score -1964926 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1965331.250000 Penalty: 4765.922363
	Iteration 10Q: 3 clusters Score -1965331 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1965712.125000 Penalty: 4765.922363
	Iteration 11Q: 3 clusters Score -1965712 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1966071.500000 Penalty: 4765.922363
	Iteration 12Q: 3 clusters Score -1966072 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1966368.000000 Penalty: 4765.922363
	Iteration 13Q: 3 clusters Score -1966368 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1966615.125000 Penalty: 4765.922363
	Iteration 14Q: 3 clusters Score -1966615 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1966826.125000 Penalty: 4765.922363
	Iteration 15Q: 3 clusters Score -1966826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1966990.875000 Penalty: 4765.922363
	Iteration 16Q: 3 clusters Score -1966991 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1967120.500000 Penalty: 4765.922363
	Iteration 17Q: 3 clusters Score -1967120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1967221.750000 Penalty: 4765.922363
	Iteration 18Q: 3 clusters Score -1967222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1967281.000000 Penalty: 4765.922363
	Iteration 19Q: 3 clusters Score -1967281 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1967338.875000 Penalty: 4765.922363
	Iteration 20F: 3 clusters Score -1967339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1967398.500000 Penalty: 4765.922363
	Iteration 21Q: 3 clusters Score -1967398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1967438.000000 Penalty: 4765.922363
	Iteration 22Q: 3 clusters Score -1967438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1967480.125000 Penalty: 4765.922363
	Iteration 23Q: 3 clusters Score -1967480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1967497.250000 Penalty: 4765.922363
	Iteration 24Q: 3 clusters Score -1967497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1967518.750000 Penalty: 4765.922363
	Iteration 25Q: 3 clusters Score -1967519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1967536.750000 Penalty: 4765.922363
	Iteration 26Q: 3 clusters Score -1967537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1967550.875000 Penalty: 4765.922363
	Iteration 27Q: 3 clusters Score -1967551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1967570.125000 Penalty: 4765.922363
	Iteration 28Q: 3 clusters Score -1967570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1967577.375000 Penalty: 4765.922363
	Iteration 29Q: 3 clusters Score -1967577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1967579.875000 Penalty: 4765.922363
	Iteration 30Q: 3 clusters Score -1967580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1967585.500000 Penalty: 4765.922363
	Iteration 31Q: 3 clusters Score -1967586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1967592.125000 Penalty: 4765.922363
	Iteration 32Q: 3 clusters Score -1967592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1967598.625000 Penalty: 4765.922363
	Iteration 33Q: 3 clusters Score -1967599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1967602.125000 Penalty: 4765.922363
	Iteration 34Q: 3 clusters Score -1967602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1967601.500000 Penalty: 4765.922363
	Iteration 35Q: 3 clusters Score -1967602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1967602.500000 Penalty: 4765.922363
	Iteration 36Q: 3 clusters Score -1967602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1967603.750000 Penalty: 4765.922363
	Iteration 37Q: 3 clusters Score -1967604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1967601.000000 Penalty: 4765.922363
	Iteration 38Q: 3 clusters Score -1967601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1967601.000000 Penalty: 4765.922363
	Iteration 39F: 3 clusters Score -1967601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -1501129.375000 Penalty: 2326.135010
	Iteration 0F: 2 clusters Score -1501129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1492240.750000 Penalty: 4652.270020
	Iteration 0F: 3 clusters Score -1492241 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1494898.000000 Penalty: 4652.270020
	Iteration 1F: 3 clusters Score -1494898 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1495226.625000 Penalty: 4652.270020
	Iteration 2F: 3 clusters Score -1495227 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1495464.000000 Penalty: 4652.270020
	Iteration 3Q: 3 clusters Score -1495464 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1495665.625000 Penalty: 4652.270020
	Iteration 4Q: 3 clusters Score -1495666 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1495836.875000 Penalty: 4652.270020
	Iteration 5Q: 3 clusters Score -1495837 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1496002.000000 Penalty: 4652.270020
	Iteration 6Q: 3 clusters Score -1496002 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1496152.250000 Penalty: 4652.270020
	Iteration 7Q: 3 clusters Score -1496152 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1496305.875000 Penalty: 4652.270020
	Iteration 8Q: 3 clusters Score -1496306 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1496486.125000 Penalty: 4652.270020
	Iteration 9Q: 3 clusters Score -1496486 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1496703.000000 Penalty: 4652.270020
	Iteration 10Q: 3 clusters Score -1496703 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1496960.125000 Penalty: 4652.270020
	Iteration 11Q: 3 clusters Score -1496960 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1497256.625000 Penalty: 4652.270020
	Iteration 12Q: 3 clusters Score -1497257 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1497535.250000 Penalty: 4652.270020
	Iteration 13Q: 3 clusters Score -1497535 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1497824.000000 Penalty: 4652.270020
	Iteration 14Q: 3 clusters Score -1497824 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1498084.750000 Penalty: 4652.270020
	Iteration 15Q: 3 clusters Score -1498085 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1498316.375000 Penalty: 4652.270020
	Iteration 16Q: 3 clusters Score -1498316 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1498498.625000 Penalty: 4652.270020
	Iteration 17Q: 3 clusters Score -1498499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1498635.750000 Penalty: 4652.270020
	Iteration 18Q: 3 clusters Score -1498636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1498752.250000 Penalty: 4652.270020
	Iteration 19Q: 3 clusters Score -1498752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1498842.875000 Penalty: 4652.270020
	Iteration 20F: 3 clusters Score -1498843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1498928.750000 Penalty: 4652.270020
	Iteration 21Q: 3 clusters Score -1498929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1498965.625000 Penalty: 4652.270020
	Iteration 22Q: 3 clusters Score -1498966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1499004.625000 Penalty: 4652.270020
	Iteration 23Q: 3 clusters Score -1499005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1499029.375000 Penalty: 4652.270020
	Iteration 24Q: 3 clusters Score -1499029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1499055.875000 Penalty: 4652.270020
	Iteration 25Q: 3 clusters Score -1499056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1499079.000000 Penalty: 4652.270020
	Iteration 26Q: 3 clusters Score -1499079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1499092.500000 Penalty: 4652.270020
	Iteration 27Q: 3 clusters Score -1499092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1499101.875000 Penalty: 4652.270020
	Iteration 28Q: 3 clusters Score -1499102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1499109.375000 Penalty: 4652.270020
	Iteration 29Q: 3 clusters Score -1499109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1499117.375000 Penalty: 4652.270020
	Iteration 30Q: 3 clusters Score -1499117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1499120.500000 Penalty: 4652.270020
	Iteration 31Q: 3 clusters Score -1499120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1499125.625000 Penalty: 4652.270020
	Iteration 32Q: 3 clusters Score -1499126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1499127.750000 Penalty: 4652.270020
	Iteration 33Q: 3 clusters Score -1499128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1499130.000000 Penalty: 4652.270020
	Iteration 34Q: 3 clusters Score -1499130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1499130.125000 Penalty: 4652.270020
	Iteration 35Q: 3 clusters Score -1499130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1499130.125000 Penalty: 4652.270020
	Iteration 36F: 3 clusters Score -1499130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Entering Unmasked Estep 
Score: -1503720.125000 Penalty: 2326.072021
	Iteration 0F: 2 clusters Score -1503720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1494806.875000 Penalty: 4652.144043
	Iteration 0F: 3 clusters Score -1494807 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1497479.250000 Penalty: 4652.144043
	Iteration 1F: 3 clusters Score -1497479 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1497807.375000 Penalty: 4652.144043
	Iteration 2F: 3 clusters Score -1497807 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1498094.750000 Penalty: 4652.144043
	Iteration 3F: 3 clusters Score -1498095 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1498339.875000 Penalty: 4652.144043
	Iteration 4Q: 3 clusters Score -1498340 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1498620.000000 Penalty: 4652.144043
	Iteration 5Q: 3 clusters Score -1498620 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1498924.125000 Penalty: 4652.144043
	Iteration 6Q: 3 clusters Score -1498924 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1499290.625000 Penalty: 4652.144043
	Iteration 7Q: 3 clusters Score -1499291 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1499720.500000 Penalty: 4652.144043
	Iteration 8F: 3 clusters Score -1499720 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1500153.375000 Penalty: 4652.144043
	Iteration 9Q: 3 clusters Score -1500153 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1500557.500000 Penalty: 4652.144043
	Iteration 10Q: 3 clusters Score -1500558 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1500881.250000 Penalty: 4652.144043
	Iteration 11Q: 3 clusters Score -1500881 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1501088.000000 Penalty: 4652.144043
	Iteration 12Q: 3 clusters Score -1501088 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1501236.000000 Penalty: 4652.144043
	Iteration 13Q: 3 clusters Score -1501236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1501356.500000 Penalty: 4652.144043
	Iteration 14Q: 3 clusters Score -1501356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1501436.750000 Penalty: 4652.144043
	Iteration 15Q: 3 clusters Score -1501437 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1501498.250000 Penalty: 4652.144043
	Iteration 16Q: 3 clusters Score -1501498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1501523.875000 Penalty: 4652.144043
	Iteration 17Q: 3 clusters Score -1501524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1501544.625000 Penalty: 4652.144043
	Iteration 18Q: 3 clusters Score -1501545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1501566.875000 Penalty: 4652.144043
	Iteration 19Q: 3 clusters Score -1501567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1501578.875000 Penalty: 4652.144043
	Iteration 20F: 3 clusters Score -1501579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1501590.500000 Penalty: 4652.144043
	Iteration 21Q: 3 clusters Score -1501590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1501608.875000 Penalty: 4652.144043
	Iteration 22Q: 3 clusters Score -1501609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1501608.750000 Penalty: 4652.144043
	Iteration 23Q: 3 clusters Score -1501609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1501612.125000 Penalty: 4652.144043
	Iteration 24Q: 3 clusters Score -1501612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1501617.250000 Penalty: 4652.144043
	Iteration 25Q: 3 clusters Score -1501617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1501622.000000 Penalty: 4652.144043
	Iteration 26Q: 3 clusters Score -1501622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1501627.500000 Penalty: 4652.144043
	Iteration 27Q: 3 clusters Score -1501628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1501632.000000 Penalty: 4652.144043
	Iteration 28Q: 3 clusters Score -1501632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1501641.625000 Penalty: 4652.144043
	Iteration 29Q: 3 clusters Score -1501642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1501649.625000 Penalty: 4652.144043
	Iteration 30Q: 3 clusters Score -1501650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1501655.375000 Penalty: 4652.144043
	Iteration 31Q: 3 clusters Score -1501655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1501659.000000 Penalty: 4652.144043
	Iteration 32Q: 3 clusters Score -1501659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1501662.625000 Penalty: 4652.144043
	Iteration 33Q: 3 clusters Score -1501663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1501664.375000 Penalty: 4652.144043
	Iteration 34Q: 3 clusters Score -1501664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1501668.000000 Penalty: 4652.144043
	Iteration 35Q: 3 clusters Score -1501668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1501671.625000 Penalty: 4652.144043
	Iteration 36Q: 3 clusters Score -1501672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1501671.875000 Penalty: 4652.144043
	Iteration 37Q: 3 clusters Score -1501672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1501671.875000 Penalty: 4652.144043
	Iteration 38F: 3 clusters Score -1501672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Entering Unmasked Estep 
Score: -7035294.500000 Penalty: 2700.658691
	Iteration 0F: 2 clusters Score -7035294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -6999150.500000 Penalty: 5401.317383
	Iteration 0F: 3 clusters Score -6999150 nChanged 24882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -7013030.000000 Penalty: 5401.317383
	Iteration 1F: 3 clusters Score -7013030 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -7013690.500000 Penalty: 5401.317383
	Iteration 2Q: 3 clusters Score -7013690 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -7014368.500000 Penalty: 5401.317383
	Iteration 3Q: 3 clusters Score -7014368 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -7015171.500000 Penalty: 5401.317383
	Iteration 4Q: 3 clusters Score -7015172 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -7016042.500000 Penalty: 5401.317383
	Iteration 5Q: 3 clusters Score -7016042 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7017318.500000 Penalty: 5401.317383
	Iteration 6Q: 3 clusters Score -7017318 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7018880.500000 Penalty: 5401.317383
	Iteration 7F: 3 clusters Score -7018880 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -7020988.500000 Penalty: 5401.317383
	Iteration 8F: 3 clusters Score -7020988 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7023302.000000 Penalty: 5401.317383
	Iteration 9F: 3 clusters Score -7023302 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -7025439.000000 Penalty: 5401.317383
	Iteration 10F: 3 clusters Score -7025439 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -7027163.500000 Penalty: 5401.317383
	Iteration 11Q: 3 clusters Score -7027164 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -7028382.000000 Penalty: 5401.317383
	Iteration 12Q: 3 clusters Score -7028382 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -7029228.500000 Penalty: 5401.317383
	Iteration 13Q: 3 clusters Score -7029228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -7029806.500000 Penalty: 5401.317383
	Iteration 14Q: 3 clusters Score -7029806 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -7030287.000000 Penalty: 5401.317383
	Iteration 15Q: 3 clusters Score -7030287 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -7030712.500000 Penalty: 5401.317383
	Iteration 16Q: 3 clusters Score -7030712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -7031092.500000 Penalty: 5401.317383
	Iteration 17Q: 3 clusters Score -7031092 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -7031439.500000 Penalty: 5401.317383
	Iteration 18Q: 3 clusters Score -7031440 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -7031742.000000 Penalty: 5401.317383
	Iteration 19Q: 3 clusters Score -7031742 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -7031970.000000 Penalty: 5401.317383
	Iteration 20F: 3 clusters Score -7031970 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -7032161.500000 Penalty: 5401.317383
	Iteration 21Q: 3 clusters Score -7032162 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7032354.000000 Penalty: 5401.317383
	Iteration 22Q: 3 clusters Score -7032354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -7032479.500000 Penalty: 5401.317383
	Iteration 23Q: 3 clusters Score -7032480 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -7032591.500000 Penalty: 5401.317383
	Iteration 24Q: 3 clusters Score -7032592 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -7032713.000000 Penalty: 5401.317383
	Iteration 25Q: 3 clusters Score -7032713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -7032800.500000 Penalty: 5401.317383
	Iteration 26Q: 3 clusters Score -7032800 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7032899.000000 Penalty: 5401.317383
	Iteration 27Q: 3 clusters Score -7032899 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -7032962.500000 Penalty: 5401.317383
	Iteration 28Q: 3 clusters Score -7032962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -7033035.000000 Penalty: 5401.317383
	Iteration 29Q: 3 clusters Score -7033035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -7033079.500000 Penalty: 5401.317383
	Iteration 30Q: 3 clusters Score -7033080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -7033114.500000 Penalty: 5401.317383
	Iteration 31Q: 3 clusters Score -7033114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -7033133.000000 Penalty: 5401.317383
	Iteration 32Q: 3 clusters Score -7033133 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -7033154.000000 Penalty: 5401.317383
	Iteration 33Q: 3 clusters Score -7033154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -7033197.500000 Penalty: 5401.317383
	Iteration 34Q: 3 clusters Score -7033198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -7033199.500000 Penalty: 5401.317383
	Iteration 35Q: 3 clusters Score -7033200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -7033228.500000 Penalty: 5401.317383
	Iteration 36Q: 3 clusters Score -7033228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -7033239.000000 Penalty: 5401.317383
	Iteration 37Q: 3 clusters Score -7033239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -7033268.500000 Penalty: 5401.317383
	Iteration 38Q: 3 clusters Score -7033268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -7033279.500000 Penalty: 5401.317383
	Iteration 39Q: 3 clusters Score -7033280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -7033284.000000 Penalty: 5401.317383
	Iteration 40F: 3 clusters Score -7033284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -7033297.500000 Penalty: 5401.317383
	Iteration 41Q: 3 clusters Score -7033298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -7033309.500000 Penalty: 5401.317383
	Iteration 42Q: 3 clusters Score -7033310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -7033313.000000 Penalty: 5401.317383
	Iteration 43Q: 3 clusters Score -7033313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -7033341.000000 Penalty: 5401.317383
	Iteration 44Q: 3 clusters Score -7033341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -7033348.500000 Penalty: 5401.317383
	Iteration 45Q: 3 clusters Score -7033348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7033358.500000 Penalty: 5401.317383
	Iteration 46Q: 3 clusters Score -7033358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -7033377.000000 Penalty: 5401.317383
	Iteration 47Q: 3 clusters Score -7033377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -7033380.000000 Penalty: 5401.317383
	Iteration 48Q: 3 clusters Score -7033380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -7033378.000000 Penalty: 5401.317383
	Iteration 49Q: 3 clusters Score -7033378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -7033387.000000 Penalty: 5401.317383
	Iteration 50Q: 3 clusters Score -7033387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -7033393.500000 Penalty: 5401.317383
	Iteration 51Q: 3 clusters Score -7033394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -7033400.000000 Penalty: 5401.317383
	Iteration 52Q: 3 clusters Score -7033400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -7033397.500000 Penalty: 5401.317383
	Iteration 53Q: 3 clusters Score -7033398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -7033412.500000 Penalty: 5401.317383
	Iteration 54Q: 3 clusters Score -7033412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -7033414.500000 Penalty: 5401.317383
	Iteration 55Q: 3 clusters Score -7033414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -7033405.500000 Penalty: 5401.317383
	Iteration 56Q: 3 clusters Score -7033406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -7033401.000000 Penalty: 5401.317383
	Iteration 57Q: 3 clusters Score -7033401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7033403.500000 Penalty: 5401.317383
	Iteration 58Q: 3 clusters Score -7033404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7033412.500000 Penalty: 5401.317383
	Iteration 59Q: 3 clusters Score -7033412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7033412.000000 Penalty: 5401.317383
	Iteration 60F: 3 clusters Score -7033412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -7033411.500000 Penalty: 5401.317383
	Iteration 61Q: 3 clusters Score -7033412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -7033407.000000 Penalty: 5401.317383
	Iteration 62Q: 3 clusters Score -7033407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7033421.500000 Penalty: 5401.317383
	Iteration 63Q: 3 clusters Score -7033422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -7033411.000000 Penalty: 5401.317383
	Iteration 64Q: 3 clusters Score -7033411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -7033413.500000 Penalty: 5401.317383
	Iteration 65Q: 3 clusters Score -7033414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -7033413.500000 Penalty: 5401.317383
	Iteration 66F: 3 clusters Score -7033414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Entering Unmasked Estep 
Score: -2458935.250000 Penalty: 2447.203613
	Iteration 0F: 2 clusters Score -2458935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2445306.500000 Penalty: 4894.407227
	Iteration 0F: 3 clusters Score -2445306 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2449736.250000 Penalty: 4894.407227
	Iteration 1F: 3 clusters Score -2449736 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2450164.500000 Penalty: 4894.407227
	Iteration 2F: 3 clusters Score -2450164 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2450640.750000 Penalty: 4894.407227
	Iteration 3Q: 3 clusters Score -2450641 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2451269.750000 Penalty: 4894.407227
	Iteration 4F: 3 clusters Score -2451270 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2451929.750000 Penalty: 4894.407227
	Iteration 5F: 3 clusters Score -2451930 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2452675.250000 Penalty: 4894.407227
	Iteration 6F: 3 clusters Score -2452675 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2453465.750000 Penalty: 4894.407227
	Iteration 7F: 3 clusters Score -2453466 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2454326.250000 Penalty: 4894.407227
	Iteration 8F: 3 clusters Score -2454326 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2455218.000000 Penalty: 4894.407227
	Iteration 9F: 3 clusters Score -2455218 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2456159.500000 Penalty: 4894.407227
	Iteration 10F: 3 clusters Score -2456160 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2456904.250000 Penalty: 4894.407227
	Iteration 11Q: 3 clusters Score -2456904 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2457344.750000 Penalty: 4894.407227
	Iteration 12Q: 3 clusters Score -2457345 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2457598.500000 Penalty: 4894.407227
	Iteration 13Q: 3 clusters Score -2457598 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2457751.250000 Penalty: 4894.407227
	Iteration 14Q: 3 clusters Score -2457751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2457845.500000 Penalty: 4894.407227
	Iteration 15Q: 3 clusters Score -2457846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2457909.000000 Penalty: 4894.407227
	Iteration 16Q: 3 clusters Score -2457909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2457949.000000 Penalty: 4894.407227
	Iteration 17Q: 3 clusters Score -2457949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2457973.250000 Penalty: 4894.407227
	Iteration 18Q: 3 clusters Score -2457973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2457991.750000 Penalty: 4894.407227
	Iteration 19Q: 3 clusters Score -2457992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2457996.000000 Penalty: 4894.407227
	Iteration 20F: 3 clusters Score -2457996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2458005.250000 Penalty: 4894.407227
	Iteration 21Q: 3 clusters Score -2458005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2458008.500000 Penalty: 4894.407227
	Iteration 22Q: 3 clusters Score -2458008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2458004.000000 Penalty: 4894.407227
	Iteration 23Q: 3 clusters Score -2458004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2458014.500000 Penalty: 4894.407227
	Iteration 24Q: 3 clusters Score -2458014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2458028.500000 Penalty: 4894.407227
	Iteration 25Q: 3 clusters Score -2458028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2458025.000000 Penalty: 4894.407227
	Iteration 26Q: 3 clusters Score -2458025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2458024.750000 Penalty: 4894.407227
	Iteration 27Q: 3 clusters Score -2458025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2458019.500000 Penalty: 4894.407227
	Iteration 28Q: 3 clusters Score -2458020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2458022.250000 Penalty: 4894.407227
	Iteration 29Q: 3 clusters Score -2458022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2458027.250000 Penalty: 4894.407227
	Iteration 30Q: 3 clusters Score -2458027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2458029.500000 Penalty: 4894.407227
	Iteration 31Q: 3 clusters Score -2458030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2458031.000000 Penalty: 4894.407227
	Iteration 32Q: 3 clusters Score -2458031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2458032.750000 Penalty: 4894.407227
	Iteration 33Q: 3 clusters Score -2458033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2458035.000000 Penalty: 4894.407227
	Iteration 34Q: 3 clusters Score -2458035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2458043.250000 Penalty: 4894.407227
	Iteration 35Q: 3 clusters Score -2458043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2458043.750000 Penalty: 4894.407227
	Iteration 36Q: 3 clusters Score -2458044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2458046.000000 Penalty: 4894.407227
	Iteration 37Q: 3 clusters Score -2458046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2458045.000000 Penalty: 4894.407227
	Iteration 38Q: 3 clusters Score -2458045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2458040.500000 Penalty: 4894.407227
	Iteration 39Q: 3 clusters Score -2458040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2458042.750000 Penalty: 4894.407227
	Iteration 40F: 3 clusters Score -2458043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2458049.750000 Penalty: 4894.407227
	Iteration 41Q: 3 clusters Score -2458050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2458044.000000 Penalty: 4894.407227
	Iteration 42Q: 3 clusters Score -2458044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2458045.250000 Penalty: 4894.407227
	Iteration 43Q: 3 clusters Score -2458045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2458043.750000 Penalty: 4894.407227
	Iteration 44Q: 3 clusters Score -2458044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2458043.750000 Penalty: 4894.407227
	Iteration 45F: 3 clusters Score -2458044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Entering Unmasked Estep 
Score: -5680702.000000 Penalty: 2655.039062
	Iteration 0F: 2 clusters Score -5680702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5650476.500000 Penalty: 5310.078125
	Iteration 0F: 3 clusters Score -5650476 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5661609.500000 Penalty: 5310.078125
	Iteration 1F: 3 clusters Score -5661610 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5662066.500000 Penalty: 5310.078125
	Iteration 2Q: 3 clusters Score -5662066 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5662400.000000 Penalty: 5310.078125
	Iteration 3Q: 3 clusters Score -5662400 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5662698.500000 Penalty: 5310.078125
	Iteration 4Q: 3 clusters Score -5662698 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5662929.000000 Penalty: 5310.078125
	Iteration 5Q: 3 clusters Score -5662929 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5663117.500000 Penalty: 5310.078125
	Iteration 6Q: 3 clusters Score -5663118 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5663269.000000 Penalty: 5310.078125
	Iteration 7Q: 3 clusters Score -5663269 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5663482.500000 Penalty: 5310.078125
	Iteration 8Q: 3 clusters Score -5663482 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5663603.500000 Penalty: 5310.078125
	Iteration 9Q: 3 clusters Score -5663604 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5663841.500000 Penalty: 5310.078125
	Iteration 10Q: 3 clusters Score -5663842 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5664151.500000 Penalty: 5310.078125
	Iteration 11Q: 3 clusters Score -5664152 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5664517.000000 Penalty: 5310.078125
	Iteration 12Q: 3 clusters Score -5664517 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5665074.500000 Penalty: 5310.078125
	Iteration 13Q: 3 clusters Score -5665074 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5665857.000000 Penalty: 5310.078125
	Iteration 14Q: 3 clusters Score -5665857 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5667042.500000 Penalty: 5310.078125
	Iteration 15Q: 3 clusters Score -5667042 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5668719.500000 Penalty: 5310.078125
	Iteration 16F: 3 clusters Score -5668720 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -5670630.500000 Penalty: 5310.078125
	Iteration 17F: 3 clusters Score -5670630 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5672683.500000 Penalty: 5310.078125
	Iteration 18F: 3 clusters Score -5672684 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -5674644.500000 Penalty: 5310.078125
	Iteration 19Q: 3 clusters Score -5674644 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5676235.000000 Penalty: 5310.078125
	Iteration 20F: 3 clusters Score -5676235 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5677081.000000 Penalty: 5310.078125
	Iteration 21Q: 3 clusters Score -5677081 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5677492.500000 Penalty: 5310.078125
	Iteration 22Q: 3 clusters Score -5677492 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5677693.000000 Penalty: 5310.078125
	Iteration 23Q: 3 clusters Score -5677693 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5677799.500000 Penalty: 5310.078125
	Iteration 24Q: 3 clusters Score -5677800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5677848.500000 Penalty: 5310.078125
	Iteration 25Q: 3 clusters Score -5677848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5677903.500000 Penalty: 5310.078125
	Iteration 26Q: 3 clusters Score -5677904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5677961.000000 Penalty: 5310.078125
	Iteration 27Q: 3 clusters Score -5677961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5678007.000000 Penalty: 5310.078125
	Iteration 28Q: 3 clusters Score -5678007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5678042.000000 Penalty: 5310.078125
	Iteration 29Q: 3 clusters Score -5678042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5678086.000000 Penalty: 5310.078125
	Iteration 30Q: 3 clusters Score -5678086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5678115.000000 Penalty: 5310.078125
	Iteration 31Q: 3 clusters Score -5678115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5678143.000000 Penalty: 5310.078125
	Iteration 32Q: 3 clusters Score -5678143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5678171.500000 Penalty: 5310.078125
	Iteration 33Q: 3 clusters Score -5678172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5678180.500000 Penalty: 5310.078125
	Iteration 34Q: 3 clusters Score -5678180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5678188.500000 Penalty: 5310.078125
	Iteration 35Q: 3 clusters Score -5678188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5678199.500000 Penalty: 5310.078125
	Iteration 36Q: 3 clusters Score -5678200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5678220.500000 Penalty: 5310.078125
	Iteration 37Q: 3 clusters Score -5678220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5678226.500000 Penalty: 5310.078125
	Iteration 38Q: 3 clusters Score -5678226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5678236.000000 Penalty: 5310.078125
	Iteration 39Q: 3 clusters Score -5678236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5678246.500000 Penalty: 5310.078125
	Iteration 40F: 3 clusters Score -5678246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5678241.000000 Penalty: 5310.078125
	Iteration 41Q: 3 clusters Score -5678241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5678243.000000 Penalty: 5310.078125
	Iteration 42Q: 3 clusters Score -5678243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5678252.500000 Penalty: 5310.078125
	Iteration 43Q: 3 clusters Score -5678252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5678251.000000 Penalty: 5310.078125
	Iteration 44Q: 3 clusters Score -5678251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5678250.500000 Penalty: 5310.078125
	Iteration 45Q: 3 clusters Score -5678250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5678260.000000 Penalty: 5310.078125
	Iteration 46Q: 3 clusters Score -5678260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5678263.500000 Penalty: 5310.078125
	Iteration 47Q: 3 clusters Score -5678264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5678253.000000 Penalty: 5310.078125
	Iteration 48Q: 3 clusters Score -5678253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5678249.000000 Penalty: 5310.078125
	Iteration 49Q: 3 clusters Score -5678249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5678255.000000 Penalty: 5310.078125
	Iteration 50Q: 3 clusters Score -5678255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5678267.000000 Penalty: 5310.078125
	Iteration 51Q: 3 clusters Score -5678267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5678260.000000 Penalty: 5310.078125
	Iteration 52Q: 3 clusters Score -5678260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5678266.500000 Penalty: 5310.078125
	Iteration 53Q: 3 clusters Score -5678266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5678267.000000 Penalty: 5310.078125
	Iteration 54Q: 3 clusters Score -5678267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5678268.500000 Penalty: 5310.078125
	Iteration 55Q: 3 clusters Score -5678268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5678267.000000 Penalty: 5310.078125
	Iteration 56Q: 3 clusters Score -5678267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5678267.000000 Penalty: 5310.078125
	Iteration 57F: 3 clusters Score -5678267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -999905.250000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -999905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -993424.187500 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -993424.2 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -995237.750000 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -995237.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -995512.875000 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -995512.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -995713.937500 Penalty: 4470.259766
	Iteration 3F: 3 clusters Score -995713.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -995858.375000 Penalty: 4470.259766
	Iteration 4Q: 3 clusters Score -995858.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -995965.687500 Penalty: 4470.259766
	Iteration 5Q: 3 clusters Score -995965.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -996056.375000 Penalty: 4470.259766
	Iteration 6Q: 3 clusters Score -996056.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -996130.562500 Penalty: 4470.259766
	Iteration 7Q: 3 clusters Score -996130.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -996204.812500 Penalty: 4470.259766
	Iteration 8Q: 3 clusters Score -996204.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -996288.625000 Penalty: 4470.259766
	Iteration 9Q: 3 clusters Score -996288.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -996378.250000 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -996378.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -996453.562500 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -996453.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -996545.562500 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -996545.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -996651.187500 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -996651.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -996777.375000 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -996777.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -996925.125000 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -996925.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -997099.312500 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -997099.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -997282.062500 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -997282.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -997433.750000 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -997433.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -997558.375000 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -997558.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -997674.312500 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -997674.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -997780.500000 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -997780.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -997877.437500 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -997877.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -997966.750000 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -997966.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -998026.750000 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -998026.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -998064.625000 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -998064.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -998094.687500 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -998094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -998126.437500 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -998126.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -998148.812500 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -998148.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -998163.375000 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -998163.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -998172.875000 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -998172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -998182.750000 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -998182.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -998196.812500 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -998196.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -998209.812500 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -998209.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -998216.562500 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -998216.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -998225.937500 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -998225.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -998232.312500 Penalty: 4470.259766
	Iteration 36Q: 3 clusters Score -998232.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -998239.562500 Penalty: 4470.259766
	Iteration 37Q: 3 clusters Score -998239.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -998240.562500 Penalty: 4470.259766
	Iteration 38Q: 3 clusters Score -998240.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -998244.937500 Penalty: 4470.259766
	Iteration 39Q: 3 clusters Score -998244.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -998250.125000 Penalty: 4470.259766
	Iteration 40F: 3 clusters Score -998250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -998253.000000 Penalty: 4470.259766
	Iteration 41Q: 3 clusters Score -998253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -998258.437500 Penalty: 4470.259766
	Iteration 42Q: 3 clusters Score -998258.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -998270.187500 Penalty: 4470.259766
	Iteration 43Q: 3 clusters Score -998270.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -998284.375000 Penalty: 4470.259766
	Iteration 44Q: 3 clusters Score -998284.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -998297.437500 Penalty: 4470.259766
	Iteration 45Q: 3 clusters Score -998297.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -998309.250000 Penalty: 4470.259766
	Iteration 46Q: 3 clusters Score -998309.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -998319.250000 Penalty: 4470.259766
	Iteration 47Q: 3 clusters Score -998319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -998328.000000 Penalty: 4470.259766
	Iteration 48Q: 3 clusters Score -998328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -998339.125000 Penalty: 4470.259766
	Iteration 49Q: 3 clusters Score -998339.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -998344.250000 Penalty: 4470.259766
	Iteration 50Q: 3 clusters Score -998344.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -998352.312500 Penalty: 4470.259766
	Iteration 51Q: 3 clusters Score -998352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -998357.062500 Penalty: 4470.259766
	Iteration 52Q: 3 clusters Score -998357.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -998362.750000 Penalty: 4470.259766
	Iteration 53Q: 3 clusters Score -998362.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -998366.562500 Penalty: 4470.259766
	Iteration 54Q: 3 clusters Score -998366.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -998370.000000 Penalty: 4470.259766
	Iteration 55Q: 3 clusters Score -998370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -998371.875000 Penalty: 4470.259766
	Iteration 56Q: 3 clusters Score -998371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -998375.187500 Penalty: 4470.259766
	Iteration 57Q: 3 clusters Score -998375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -998375.750000 Penalty: 4470.259766
	Iteration 58Q: 3 clusters Score -998375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -998378.062500 Penalty: 4470.259766
	Iteration 59Q: 3 clusters Score -998378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -998378.687500 Penalty: 4470.259766
	Iteration 60F: 3 clusters Score -998378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -998379.250000 Penalty: 4470.259766
	Iteration 61Q: 3 clusters Score -998379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -998383.687500 Penalty: 4470.259766
	Iteration 62Q: 3 clusters Score -998383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -998383.062500 Penalty: 4470.259766
	Iteration 63Q: 3 clusters Score -998383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -998385.437500 Penalty: 4470.259766
	Iteration 64Q: 3 clusters Score -998385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -998388.312500 Penalty: 4470.259766
	Iteration 65Q: 3 clusters Score -998388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -998387.937500 Penalty: 4470.259766
	Iteration 66Q: 3 clusters Score -998387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -998388.125000 Penalty: 4470.259766
	Iteration 67Q: 3 clusters Score -998388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -998389.437500 Penalty: 4470.259766
	Iteration 68Q: 3 clusters Score -998389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -998391.625000 Penalty: 4470.259766
	Iteration 69Q: 3 clusters Score -998391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -998392.375000 Penalty: 4470.259766
	Iteration 70Q: 3 clusters Score -998392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -998392.687500 Penalty: 4470.259766
	Iteration 71Q: 3 clusters Score -998392.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -998400.687500 Penalty: 4470.259766
	Iteration 72Q: 3 clusters Score -998400.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -998402.000000 Penalty: 4470.259766
	Iteration 73Q: 3 clusters Score -998402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -998405.500000 Penalty: 4470.259766
	Iteration 74Q: 3 clusters Score -998405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -998406.000000 Penalty: 4470.259766
	Iteration 75Q: 3 clusters Score -998406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -998404.875000 Penalty: 4470.259766
	Iteration 76Q: 3 clusters Score -998404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -998406.750000 Penalty: 4470.259766
	Iteration 77Q: 3 clusters Score -998406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -998407.312500 Penalty: 4470.259766
	Iteration 78Q: 3 clusters Score -998407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -998405.875000 Penalty: 4470.259766
	Iteration 79Q: 3 clusters Score -998405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -998406.500000 Penalty: 4470.259766
	Iteration 80F: 3 clusters Score -998406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -998407.000000 Penalty: 4470.259766
	Iteration 81Q: 3 clusters Score -998407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -998405.125000 Penalty: 4470.259766
	Iteration 82Q: 3 clusters Score -998405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -998405.750000 Penalty: 4470.259766
	Iteration 83Q: 3 clusters Score -998405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -998406.812500 Penalty: 4470.259766
	Iteration 84Q: 3 clusters Score -998406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -998407.750000 Penalty: 4470.259766
	Iteration 85Q: 3 clusters Score -998407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -998409.000000 Penalty: 4470.259766
	Iteration 86Q: 3 clusters Score -998409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -998409.125000 Penalty: 4470.259766
	Iteration 87Q: 3 clusters Score -998409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -998408.562500 Penalty: 4470.259766
	Iteration 88Q: 3 clusters Score -998408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -998410.812500 Penalty: 4470.259766
	Iteration 89Q: 3 clusters Score -998410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -998410.625000 Penalty: 4470.259766
	Iteration 90Q: 3 clusters Score -998410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -998411.062500 Penalty: 4470.259766
	Iteration 91Q: 3 clusters Score -998411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -998410.312500 Penalty: 4470.259766
	Iteration 92Q: 3 clusters Score -998410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -998411.500000 Penalty: 4470.259766
	Iteration 93Q: 3 clusters Score -998411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -998409.750000 Penalty: 4470.259766
	Iteration 94Q: 3 clusters Score -998409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -998413.062500 Penalty: 4470.259766
	Iteration 95Q: 3 clusters Score -998413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -998416.062500 Penalty: 4470.259766
	Iteration 96Q: 3 clusters Score -998416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -998416.375000 Penalty: 4470.259766
	Iteration 97Q: 3 clusters Score -998416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -998416.125000 Penalty: 4470.259766
	Iteration 98Q: 3 clusters Score -998416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -998416.125000 Penalty: 4470.259766
	Iteration 99F: 3 clusters Score -998416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 206 members 
Entering Unmasked Estep 
Score: -42236.195312 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42236.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42600.175781 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42600.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42767.304688 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42820.816406 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -42820.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42848.261719 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -42848.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42883.453125 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -42883.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42905.625000 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -42905.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42921.714844 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -42921.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42926.210938 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -42926.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42926.210938 Penalty: 3012.230225
	Iteration 9F: 3 clusters Score -42926.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 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 308 members 
Entering Unmasked Estep 
Score: -67283.992188 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67283.99 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67610.789062 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67610.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67882.351562 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67882.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68251.945312 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -68251.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68638.820312 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -68638.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68746.398438 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68760.656250 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68760.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68773.976562 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68773.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68779.796875 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68787.726562 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68787.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68787.726562 Penalty: 3177.812500
	Iteration 10F: 3 clusters Score -68787.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1723150.250000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1723150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1713034.625000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1713035 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1716405.375000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1716405 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1716864.875000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1716865 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1717286.750000 Penalty: 4729.912109
	Iteration 3F: 3 clusters Score -1717287 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1717676.625000 Penalty: 4729.912109
	Iteration 4F: 3 clusters Score -1717677 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1718060.250000 Penalty: 4729.912109
	Iteration 5F: 3 clusters Score -1718060 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1718406.125000 Penalty: 4729.912109
	Iteration 6Q: 3 clusters Score -1718406 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1718710.250000 Penalty: 4729.912109
	Iteration 7Q: 3 clusters Score -1718710 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1718968.875000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1718969 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1719181.625000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1719182 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1719372.875000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1719373 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1719550.625000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1719551 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1719766.625000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1719767 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1720027.125000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1720027 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1720342.625000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1720343 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1720650.000000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1720650 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1720926.500000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1720926 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1721192.500000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1721192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1721411.625000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1721412 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1721569.500000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1721570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1721660.250000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1721660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1721719.750000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1721720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1721750.625000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1721751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1721781.125000 Penalty: 4729.912109
	Iteration 23Q: 3 clusters Score -1721781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1721801.375000 Penalty: 4729.912109
	Iteration 24Q: 3 clusters Score -1721801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1721819.375000 Penalty: 4729.912109
	Iteration 25Q: 3 clusters Score -1721819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1721827.125000 Penalty: 4729.912109
	Iteration 26Q: 3 clusters Score -1721827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1721833.125000 Penalty: 4729.912109
	Iteration 27Q: 3 clusters Score -1721833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1721836.125000 Penalty: 4729.912109
	Iteration 28Q: 3 clusters Score -1721836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1721841.625000 Penalty: 4729.912109
	Iteration 29Q: 3 clusters Score -1721842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1721847.000000 Penalty: 4729.912109
	Iteration 30Q: 3 clusters Score -1721847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1721851.375000 Penalty: 4729.912109
	Iteration 31Q: 3 clusters Score -1721851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1721856.750000 Penalty: 4729.912109
	Iteration 32Q: 3 clusters Score -1721857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1721856.750000 Penalty: 4729.912109
	Iteration 33Q: 3 clusters Score -1721857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1721862.000000 Penalty: 4729.912109
	Iteration 34Q: 3 clusters Score -1721862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1721866.125000 Penalty: 4729.912109
	Iteration 35Q: 3 clusters Score -1721866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1721870.125000 Penalty: 4729.912109
	Iteration 36Q: 3 clusters Score -1721870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1721872.625000 Penalty: 4729.912109
	Iteration 37Q: 3 clusters Score -1721873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1721875.625000 Penalty: 4729.912109
	Iteration 38Q: 3 clusters Score -1721876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1721873.125000 Penalty: 4729.912109
	Iteration 39Q: 3 clusters Score -1721873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1721874.000000 Penalty: 4729.912109
	Iteration 40F: 3 clusters Score -1721874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1721874.250000 Penalty: 4729.912109
	Iteration 41Q: 3 clusters Score -1721874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1721874.250000 Penalty: 4729.912109
	Iteration 42F: 3 clusters Score -1721874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1034196.437500 Penalty: 2272.771484
	Iteration 0F: 2 clusters Score -1034196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1026977.687500 Penalty: 4545.542969
	Iteration 0F: 3 clusters Score -1026978 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1029603.000000 Penalty: 4545.542969
	Iteration 1F: 3 clusters Score -1029603 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1030691.250000 Penalty: 4545.542969
	Iteration 2F: 3 clusters Score -1030691 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1031736.375000 Penalty: 4545.542969
	Iteration 3F: 3 clusters Score -1031736 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1032526.687500 Penalty: 4545.542969
	Iteration 4F: 3 clusters Score -1032527 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1032972.500000 Penalty: 4545.542969
	Iteration 5F: 3 clusters Score -1032972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1033225.812500 Penalty: 4545.542969
	Iteration 6Q: 3 clusters Score -1033226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1033402.875000 Penalty: 4545.542969
	Iteration 7Q: 3 clusters Score -1033403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1033519.687500 Penalty: 4545.542969
	Iteration 8Q: 3 clusters Score -1033520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1033589.875000 Penalty: 4545.542969
	Iteration 9Q: 3 clusters Score -1033590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1033632.437500 Penalty: 4545.542969
	Iteration 10Q: 3 clusters Score -1033632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1033659.375000 Penalty: 4545.542969
	Iteration 11Q: 3 clusters Score -1033659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1033672.687500 Penalty: 4545.542969
	Iteration 12Q: 3 clusters Score -1033673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1033684.625000 Penalty: 4545.542969
	Iteration 13Q: 3 clusters Score -1033685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1033691.125000 Penalty: 4545.542969
	Iteration 14Q: 3 clusters Score -1033691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1033699.500000 Penalty: 4545.542969
	Iteration 15Q: 3 clusters Score -1033700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1033705.812500 Penalty: 4545.542969
	Iteration 16Q: 3 clusters Score -1033706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1033716.437500 Penalty: 4545.542969
	Iteration 17Q: 3 clusters Score -1033716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1033725.000000 Penalty: 4545.542969
	Iteration 18Q: 3 clusters Score -1033725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1033736.437500 Penalty: 4545.542969
	Iteration 19Q: 3 clusters Score -1033736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1033751.562500 Penalty: 4545.542969
	Iteration 20F: 3 clusters Score -1033752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1033774.625000 Penalty: 4545.542969
	Iteration 21Q: 3 clusters Score -1033775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1033809.875000 Penalty: 4545.542969
	Iteration 22Q: 3 clusters Score -1033810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1033851.000000 Penalty: 4545.542969
	Iteration 23Q: 3 clusters Score -1033851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1033881.687500 Penalty: 4545.542969
	Iteration 24Q: 3 clusters Score -1033882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1033900.500000 Penalty: 4545.542969
	Iteration 25Q: 3 clusters Score -1033900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1033918.312500 Penalty: 4545.542969
	Iteration 26Q: 3 clusters Score -1033918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1033933.125000 Penalty: 4545.542969
	Iteration 27Q: 3 clusters Score -1033933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1033952.625000 Penalty: 4545.542969
	Iteration 28Q: 3 clusters Score -1033953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1033958.750000 Penalty: 4545.542969
	Iteration 29Q: 3 clusters Score -1033959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1033974.187500 Penalty: 4545.542969
	Iteration 30Q: 3 clusters Score -1033974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1033985.312500 Penalty: 4545.542969
	Iteration 31Q: 3 clusters Score -1033985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1033991.250000 Penalty: 4545.542969
	Iteration 32Q: 3 clusters Score -1033991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1033999.812500 Penalty: 4545.542969
	Iteration 33Q: 3 clusters Score -1034000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1034009.687500 Penalty: 4545.542969
	Iteration 34Q: 3 clusters Score -1034010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1034012.812500 Penalty: 4545.542969
	Iteration 35Q: 3 clusters Score -1034013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1034015.187500 Penalty: 4545.542969
	Iteration 36Q: 3 clusters Score -1034015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1034013.250000 Penalty: 4545.542969
	Iteration 37Q: 3 clusters Score -1034013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1034012.250000 Penalty: 4545.542969
	Iteration 38Q: 3 clusters Score -1034012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1034017.750000 Penalty: 4545.542969
	Iteration 39Q: 3 clusters Score -1034018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1034018.937500 Penalty: 4545.542969
	Iteration 40F: 3 clusters Score -1034019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1034019.500000 Penalty: 4545.542969
	Iteration 41Q: 3 clusters Score -1034020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1034020.375000 Penalty: 4545.542969
	Iteration 42Q: 3 clusters Score -1034020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1034020.625000 Penalty: 4545.542969
	Iteration 43Q: 3 clusters Score -1034021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1034023.750000 Penalty: 4545.542969
	Iteration 44Q: 3 clusters Score -1034024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1034023.375000 Penalty: 4545.542969
	Iteration 45Q: 3 clusters Score -1034023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1034021.875000 Penalty: 4545.542969
	Iteration 46Q: 3 clusters Score -1034022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1034021.937500 Penalty: 4545.542969
	Iteration 47Q: 3 clusters Score -1034022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1034023.375000 Penalty: 4545.542969
	Iteration 48Q: 3 clusters Score -1034023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1034023.375000 Penalty: 4545.542969
	Iteration 49F: 3 clusters Score -1034023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Entering Unmasked Estep 
Score: -1050732.500000 Penalty: 2267.443604
	Iteration 0F: 2 clusters Score -1050732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1043509.812500 Penalty: 4534.887207
	Iteration 0F: 3 clusters Score -1043510 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1045771.312500 Penalty: 4534.887207
	Iteration 1F: 3 clusters Score -1045771 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1046139.625000 Penalty: 4534.887207
	Iteration 2F: 3 clusters Score -1046140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1046387.187500 Penalty: 4534.887207
	Iteration 3F: 3 clusters Score -1046387 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1046611.250000 Penalty: 4534.887207
	Iteration 4Q: 3 clusters Score -1046611 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1046783.187500 Penalty: 4534.887207
	Iteration 5Q: 3 clusters Score -1046783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1046946.875000 Penalty: 4534.887207
	Iteration 6Q: 3 clusters Score -1046947 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1047109.500000 Penalty: 4534.887207
	Iteration 7Q: 3 clusters Score -1047110 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1047247.812500 Penalty: 4534.887207
	Iteration 8Q: 3 clusters Score -1047248 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1047385.625000 Penalty: 4534.887207
	Iteration 9Q: 3 clusters Score -1047386 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1047507.062500 Penalty: 4534.887207
	Iteration 10Q: 3 clusters Score -1047507 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1047610.375000 Penalty: 4534.887207
	Iteration 11Q: 3 clusters Score -1047610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1047709.937500 Penalty: 4534.887207
	Iteration 12Q: 3 clusters Score -1047710 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1047810.937500 Penalty: 4534.887207
	Iteration 13Q: 3 clusters Score -1047811 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1047892.812500 Penalty: 4534.887207
	Iteration 14Q: 3 clusters Score -1047893 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1047955.000000 Penalty: 4534.887207
	Iteration 15Q: 3 clusters Score -1047955 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1048013.812500 Penalty: 4534.887207
	Iteration 16Q: 3 clusters Score -1048014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1048067.437500 Penalty: 4534.887207
	Iteration 17Q: 3 clusters Score -1048067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1048113.312500 Penalty: 4534.887207
	Iteration 18Q: 3 clusters Score -1048113 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1048158.312500 Penalty: 4534.887207
	Iteration 19Q: 3 clusters Score -1048158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1048196.250000 Penalty: 4534.887207
	Iteration 20F: 3 clusters Score -1048196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1048245.125000 Penalty: 4534.887207
	Iteration 21Q: 3 clusters Score -1048245 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1048303.000000 Penalty: 4534.887207
	Iteration 22Q: 3 clusters Score -1048303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1048355.000000 Penalty: 4534.887207
	Iteration 23Q: 3 clusters Score -1048355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1048391.375000 Penalty: 4534.887207
	Iteration 24Q: 3 clusters Score -1048391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1048423.125000 Penalty: 4534.887207
	Iteration 25Q: 3 clusters Score -1048423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1048456.312500 Penalty: 4534.887207
	Iteration 26Q: 3 clusters Score -1048456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1048484.000000 Penalty: 4534.887207
	Iteration 27Q: 3 clusters Score -1048484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1048508.375000 Penalty: 4534.887207
	Iteration 28Q: 3 clusters Score -1048508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1048532.437500 Penalty: 4534.887207
	Iteration 29Q: 3 clusters Score -1048532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1048556.250000 Penalty: 4534.887207
	Iteration 30Q: 3 clusters Score -1048556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1048583.625000 Penalty: 4534.887207
	Iteration 31Q: 3 clusters Score -1048584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1048621.125000 Penalty: 4534.887207
	Iteration 32Q: 3 clusters Score -1048621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1048659.875000 Penalty: 4534.887207
	Iteration 33Q: 3 clusters Score -1048660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1048709.500000 Penalty: 4534.887207
	Iteration 34Q: 3 clusters Score -1048710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1048761.750000 Penalty: 4534.887207
	Iteration 35Q: 3 clusters Score -1048762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1048827.125000 Penalty: 4534.887207
	Iteration 36Q: 3 clusters Score -1048827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1048891.125000 Penalty: 4534.887207
	Iteration 37Q: 3 clusters Score -1048891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1048947.625000 Penalty: 4534.887207
	Iteration 38Q: 3 clusters Score -1048948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1048992.000000 Penalty: 4534.887207
	Iteration 39Q: 3 clusters Score -1048992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1049039.500000 Penalty: 4534.887207
	Iteration 40F: 3 clusters Score -1049040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1049070.500000 Penalty: 4534.887207
	Iteration 41Q: 3 clusters Score -1049070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1049096.875000 Penalty: 4534.887207
	Iteration 42Q: 3 clusters Score -1049097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1049127.625000 Penalty: 4534.887207
	Iteration 43Q: 3 clusters Score -1049128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1049161.375000 Penalty: 4534.887207
	Iteration 44Q: 3 clusters Score -1049161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1049190.375000 Penalty: 4534.887207
	Iteration 45Q: 3 clusters Score -1049190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1049214.750000 Penalty: 4534.887207
	Iteration 46Q: 3 clusters Score -1049215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1049239.875000 Penalty: 4534.887207
	Iteration 47Q: 3 clusters Score -1049240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1049259.500000 Penalty: 4534.887207
	Iteration 48Q: 3 clusters Score -1049260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1049284.375000 Penalty: 4534.887207
	Iteration 49Q: 3 clusters Score -1049284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1049300.750000 Penalty: 4534.887207
	Iteration 50Q: 3 clusters Score -1049301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1049318.500000 Penalty: 4534.887207
	Iteration 51Q: 3 clusters Score -1049318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1049328.250000 Penalty: 4534.887207
	Iteration 52Q: 3 clusters Score -1049328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1049338.750000 Penalty: 4534.887207
	Iteration 53Q: 3 clusters Score -1049339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1049344.875000 Penalty: 4534.887207
	Iteration 54Q: 3 clusters Score -1049345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1049352.125000 Penalty: 4534.887207
	Iteration 55Q: 3 clusters Score -1049352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1049357.375000 Penalty: 4534.887207
	Iteration 56Q: 3 clusters Score -1049357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1049362.625000 Penalty: 4534.887207
	Iteration 57Q: 3 clusters Score -1049363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1049369.125000 Penalty: 4534.887207
	Iteration 58Q: 3 clusters Score -1049369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1049376.500000 Penalty: 4534.887207
	Iteration 59Q: 3 clusters Score -1049376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1049386.125000 Penalty: 4534.887207
	Iteration 60F: 3 clusters Score -1049386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1049394.000000 Penalty: 4534.887207
	Iteration 61Q: 3 clusters Score -1049394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1049398.375000 Penalty: 4534.887207
	Iteration 62Q: 3 clusters Score -1049398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1049401.750000 Penalty: 4534.887207
	Iteration 63Q: 3 clusters Score -1049402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1049407.750000 Penalty: 4534.887207
	Iteration 64Q: 3 clusters Score -1049408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1049408.375000 Penalty: 4534.887207
	Iteration 65Q: 3 clusters Score -1049408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1049419.750000 Penalty: 4534.887207
	Iteration 66Q: 3 clusters Score -1049420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1049429.250000 Penalty: 4534.887207
	Iteration 67Q: 3 clusters Score -1049429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1049440.375000 Penalty: 4534.887207
	Iteration 68Q: 3 clusters Score -1049440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1049446.625000 Penalty: 4534.887207
	Iteration 69Q: 3 clusters Score -1049447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1049457.500000 Penalty: 4534.887207
	Iteration 70Q: 3 clusters Score -1049458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1049465.625000 Penalty: 4534.887207
	Iteration 71Q: 3 clusters Score -1049466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1049474.125000 Penalty: 4534.887207
	Iteration 72Q: 3 clusters Score -1049474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1049484.625000 Penalty: 4534.887207
	Iteration 73Q: 3 clusters Score -1049485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1049489.500000 Penalty: 4534.887207
	Iteration 74Q: 3 clusters Score -1049490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1049487.750000 Penalty: 4534.887207
	Iteration 75Q: 3 clusters Score -1049488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1049490.375000 Penalty: 4534.887207
	Iteration 76Q: 3 clusters Score -1049490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1049490.375000 Penalty: 4534.887207
	Iteration 77Q: 3 clusters Score -1049490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1049491.375000 Penalty: 4534.887207
	Iteration 78Q: 3 clusters Score -1049491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1049490.875000 Penalty: 4534.887207
	Iteration 79Q: 3 clusters Score -1049491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1049491.500000 Penalty: 4534.887207
	Iteration 80F: 3 clusters Score -1049492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1049491.125000 Penalty: 4534.887207
	Iteration 81Q: 3 clusters Score -1049491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1049491.125000 Penalty: 4534.887207
	Iteration 82F: 3 clusters Score -1049491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -568889.625000 Penalty: 2100.168945
	Iteration 0F: 2 clusters Score -568889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -564552.500000 Penalty: 4200.337891
	Iteration 0F: 3 clusters Score -564552.5 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -565573.812500 Penalty: 4200.337891
	Iteration 1F: 3 clusters Score -565573.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -565784.312500 Penalty: 4200.337891
	Iteration 2F: 3 clusters Score -565784.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -565917.187500 Penalty: 4200.337891
	Iteration 3F: 3 clusters Score -565917.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -566073.562500 Penalty: 4200.337891
	Iteration 4Q: 3 clusters Score -566073.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -566353.812500 Penalty: 4200.337891
	Iteration 5F: 3 clusters Score -566353.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -566830.875000 Penalty: 4200.337891
	Iteration 6F: 3 clusters Score -566830.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -567430.500000 Penalty: 4200.337891
	Iteration 7F: 3 clusters Score -567430.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -567985.625000 Penalty: 4200.337891
	Iteration 8F: 3 clusters Score -567985.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -568360.437500 Penalty: 4200.337891
	Iteration 9F: 3 clusters Score -568360.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -568608.750000 Penalty: 4200.337891
	Iteration 10Q: 3 clusters Score -568608.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -568733.875000 Penalty: 4200.337891
	Iteration 11Q: 3 clusters Score -568733.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -568807.812500 Penalty: 4200.337891
	Iteration 12Q: 3 clusters Score -568807.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -568851.187500 Penalty: 4200.337891
	Iteration 13Q: 3 clusters Score -568851.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -568879.187500 Penalty: 4200.337891
	Iteration 14Q: 3 clusters Score -568879.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -568899.125000 Penalty: 4200.337891
	Iteration 15Q: 3 clusters Score -568899.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -568918.437500 Penalty: 4200.337891
	Iteration 16Q: 3 clusters Score -568918.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -568933.250000 Penalty: 4200.337891
	Iteration 17Q: 3 clusters Score -568933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -568943.125000 Penalty: 4200.337891
	Iteration 18Q: 3 clusters Score -568943.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -568949.375000 Penalty: 4200.337891
	Iteration 19Q: 3 clusters Score -568949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -568955.062500 Penalty: 4200.337891
	Iteration 20F: 3 clusters Score -568955.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -568959.875000 Penalty: 4200.337891
	Iteration 21Q: 3 clusters Score -568959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -568962.625000 Penalty: 4200.337891
	Iteration 22Q: 3 clusters Score -568962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -568966.125000 Penalty: 4200.337891
	Iteration 23Q: 3 clusters Score -568966.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -568967.437500 Penalty: 4200.337891
	Iteration 24Q: 3 clusters Score -568967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -568968.750000 Penalty: 4200.337891
	Iteration 25Q: 3 clusters Score -568968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -568970.250000 Penalty: 4200.337891
	Iteration 26Q: 3 clusters Score -568970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -568970.875000 Penalty: 4200.337891
	Iteration 27Q: 3 clusters Score -568970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -568970.062500 Penalty: 4200.337891
	Iteration 28Q: 3 clusters Score -568970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -568970.750000 Penalty: 4200.337891
	Iteration 29Q: 3 clusters Score -568970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -568972.125000 Penalty: 4200.337891
	Iteration 30Q: 3 clusters Score -568972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -568972.562500 Penalty: 4200.337891
	Iteration 31Q: 3 clusters Score -568972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -568972.562500 Penalty: 4200.337891
	Iteration 32F: 3 clusters Score -568972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25981 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353335 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 2806 members 
Entering Unmasked Estep 
Score: -104954896.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104955952.000000 to -104954896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -531421.875000 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -531421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -527317.000000 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -527317 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -528231.625000 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -528231.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -528444.562500 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -528444.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -528606.000000 Penalty: 4156.479004
	Iteration 3F: 3 clusters Score -528606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -528753.687500 Penalty: 4156.479004
	Iteration 4Q: 3 clusters Score -528753.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -528891.000000 Penalty: 4156.479004
	Iteration 5Q: 3 clusters Score -528891 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -529023.937500 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -529023.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529139.000000 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -529139 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -529254.500000 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -529254.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529368.062500 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -529368.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -529462.625000 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -529462.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -529554.625000 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -529554.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -529617.812500 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -529617.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -529679.312500 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -529679.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -529735.625000 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -529735.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -529775.937500 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -529775.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -529811.937500 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -529811.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -529859.375000 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -529859.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -529894.187500 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -529894.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -529941.437500 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -529941.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529990.500000 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -529990.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -530020.562500 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -530020.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -530045.687500 Penalty: 4156.479004
	Iteration 22Q: 3 clusters Score -530045.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -530065.375000 Penalty: 4156.479004
	Iteration 23Q: 3 clusters Score -530065.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -530082.375000 Penalty: 4156.479004
	Iteration 24Q: 3 clusters Score -530082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -530099.437500 Penalty: 4156.479004
	Iteration 25Q: 3 clusters Score -530099.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -530115.187500 Penalty: 4156.479004
	Iteration 26Q: 3 clusters Score -530115.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -530133.000000 Penalty: 4156.479004
	Iteration 27Q: 3 clusters Score -530133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -530151.000000 Penalty: 4156.479004
	Iteration 28Q: 3 clusters Score -530151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -530163.062500 Penalty: 4156.479004
	Iteration 29Q: 3 clusters Score -530163.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -530171.062500 Penalty: 4156.479004
	Iteration 30Q: 3 clusters Score -530171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -530181.375000 Penalty: 4156.479004
	Iteration 31Q: 3 clusters Score -530181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -530190.625000 Penalty: 4156.479004
	Iteration 32Q: 3 clusters Score -530190.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -530196.187500 Penalty: 4156.479004
	Iteration 33Q: 3 clusters Score -530196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -530203.937500 Penalty: 4156.479004
	Iteration 34Q: 3 clusters Score -530203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -530208.625000 Penalty: 4156.479004
	Iteration 35Q: 3 clusters Score -530208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -530212.437500 Penalty: 4156.479004
	Iteration 36Q: 3 clusters Score -530212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -530216.687500 Penalty: 4156.479004
	Iteration 37Q: 3 clusters Score -530216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -530219.062500 Penalty: 4156.479004
	Iteration 38Q: 3 clusters Score -530219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -530220.937500 Penalty: 4156.479004
	Iteration 39Q: 3 clusters Score -530220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -530222.500000 Penalty: 4156.479004
	Iteration 40F: 3 clusters Score -530222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -530223.500000 Penalty: 4156.479004
	Iteration 41Q: 3 clusters Score -530223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -530226.125000 Penalty: 4156.479004
	Iteration 42Q: 3 clusters Score -530226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -530227.750000 Penalty: 4156.479004
	Iteration 43Q: 3 clusters Score -530227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -530229.250000 Penalty: 4156.479004
	Iteration 44Q: 3 clusters Score -530229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -530229.937500 Penalty: 4156.479004
	Iteration 45Q: 3 clusters Score -530229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -530233.562500 Penalty: 4156.479004
	Iteration 46Q: 3 clusters Score -530233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -530238.500000 Penalty: 4156.479004
	Iteration 47Q: 3 clusters Score -530238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530245.937500 Penalty: 4156.479004
	Iteration 48Q: 3 clusters Score -530245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -530250.625000 Penalty: 4156.479004
	Iteration 49Q: 3 clusters Score -530250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530252.000000 Penalty: 4156.479004
	Iteration 50Q: 3 clusters Score -530252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -530253.187500 Penalty: 4156.479004
	Iteration 51Q: 3 clusters Score -530253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -530254.062500 Penalty: 4156.479004
	Iteration 52Q: 3 clusters Score -530254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -530253.187500 Penalty: 4156.479004
	Iteration 53Q: 3 clusters Score -530253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -530253.187500 Penalty: 4156.479004
	Iteration 54F: 3 clusters Score -530253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -37287.972656 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -37287.97 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 154 members 
Entering Unmasked Estep 
Score: -36008.953125 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -36008.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36246.468750 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -36246.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36419.273438 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -36419.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36497.171875 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -36497.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36548.574219 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -36548.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36574.539062 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -36574.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36584.421875 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -36584.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36596.199219 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -36596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36596.199219 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -36596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Entering Unmasked Estep 
Score: -2020759.625000 Penalty: 2390.585205
	Iteration 0F: 2 clusters Score -2020760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2009676.750000 Penalty: 4781.170410
	Iteration 0F: 3 clusters Score -2009677 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2013284.750000 Penalty: 4781.170410
	Iteration 1F: 3 clusters Score -2013285 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2013692.750000 Penalty: 4781.170410
	Iteration 2F: 3 clusters Score -2013693 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2014046.500000 Penalty: 4781.170410
	Iteration 3F: 3 clusters Score -2014046 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2014406.000000 Penalty: 4781.170410
	Iteration 4Q: 3 clusters Score -2014406 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2014758.125000 Penalty: 4781.170410
	Iteration 5Q: 3 clusters Score -2014758 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2015150.875000 Penalty: 4781.170410
	Iteration 6Q: 3 clusters Score -2015151 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2015648.250000 Penalty: 4781.170410
	Iteration 7F: 3 clusters Score -2015648 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2016210.750000 Penalty: 4781.170410
	Iteration 8F: 3 clusters Score -2016211 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2016748.750000 Penalty: 4781.170410
	Iteration 9F: 3 clusters Score -2016749 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2017236.500000 Penalty: 4781.170410
	Iteration 10Q: 3 clusters Score -2017236 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2017676.250000 Penalty: 4781.170410
	Iteration 11Q: 3 clusters Score -2017676 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2018085.375000 Penalty: 4781.170410
	Iteration 12Q: 3 clusters Score -2018085 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2018470.125000 Penalty: 4781.170410
	Iteration 13Q: 3 clusters Score -2018470 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2018810.125000 Penalty: 4781.170410
	Iteration 14Q: 3 clusters Score -2018810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2019020.000000 Penalty: 4781.170410
	Iteration 15Q: 3 clusters Score -2019020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2019146.125000 Penalty: 4781.170410
	Iteration 16Q: 3 clusters Score -2019146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2019201.250000 Penalty: 4781.170410
	Iteration 17Q: 3 clusters Score -2019201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2019247.750000 Penalty: 4781.170410
	Iteration 18Q: 3 clusters Score -2019248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2019271.500000 Penalty: 4781.170410
	Iteration 19Q: 3 clusters Score -2019272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2019285.750000 Penalty: 4781.170410
	Iteration 20F: 3 clusters Score -2019286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2019293.375000 Penalty: 4781.170410
	Iteration 21Q: 3 clusters Score -2019293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2019299.375000 Penalty: 4781.170410
	Iteration 22Q: 3 clusters Score -2019299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2019309.375000 Penalty: 4781.170410
	Iteration 23Q: 3 clusters Score -2019309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2019310.375000 Penalty: 4781.170410
	Iteration 24Q: 3 clusters Score -2019310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2019312.000000 Penalty: 4781.170410
	Iteration 25Q: 3 clusters Score -2019312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2019316.375000 Penalty: 4781.170410
	Iteration 26Q: 3 clusters Score -2019316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2019316.625000 Penalty: 4781.170410
	Iteration 27Q: 3 clusters Score -2019317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2019316.500000 Penalty: 4781.170410
	Iteration 28Q: 3 clusters Score -2019316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2019318.250000 Penalty: 4781.170410
	Iteration 29Q: 3 clusters Score -2019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2019315.875000 Penalty: 4781.170410
	Iteration 30Q: 3 clusters Score -2019316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2019315.875000 Penalty: 4781.170410
	Iteration 31F: 3 clusters Score -2019316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25981 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353335 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955968.000000 Penalty: 115018.523438
Iteration 279Q: 35 clusters Score -1.04956e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25983 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353334 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955992.000000 Penalty: 115018.523438
Iteration 280F: 35 clusters Score -1.04956e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25985 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353332 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956008.000000 Penalty: 115018.523438
Iteration 281Q: 35 clusters Score -1.04956e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353332 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19299 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 282Q: 35 clusters Score -1.04956e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353330 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19301 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956016.000000 Penalty: 115018.523438
Iteration 283Q: 35 clusters Score -1.04956e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25986 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353328 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19303 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956000.000000 Penalty: 115018.523438
Iteration 284Q: 35 clusters Score -1.04956e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56882 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25986 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353329 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53623 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955992.000000 Penalty: 115018.523438
Iteration 285Q: 35 clusters Score -1.04956e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25986 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353328 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956000.000000 Penalty: 115018.523438
Iteration 286Q: 35 clusters Score -1.04956e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25987 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353327 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956000.000000 Penalty: 115018.523438
Iteration 287Q: 35 clusters Score -1.04956e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25988 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353326 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956000.000000 Penalty: 115018.523438
Iteration 288Q: 35 clusters Score -1.04956e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25989 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353325 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955984.000000 Penalty: 115018.523438
Iteration 289Q: 35 clusters Score -1.04956e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 290Q: 35 clusters Score -1.04956e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955976.000000 Penalty: 115018.523438
Iteration 291F: 35 clusters Score -1.04956e+08 nChanged 0
Entering ConstructFrom: 
Score: -104955976.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1816090.500000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1816090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1805716.875000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1805717 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1808957.875000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1808958 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1809369.375000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1809369 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1809751.250000 Penalty: 4749.364258
	Iteration 3F: 3 clusters Score -1809751 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1810239.000000 Penalty: 4749.364258
	Iteration 4F: 3 clusters Score -1810239 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1810870.000000 Penalty: 4749.364258
	Iteration 5F: 3 clusters Score -1810870 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1811662.500000 Penalty: 4749.364258
	Iteration 6F: 3 clusters Score -1811662 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1812402.625000 Penalty: 4749.364258
	Iteration 7F: 3 clusters Score -1812403 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1812964.750000 Penalty: 4749.364258
	Iteration 8F: 3 clusters Score -1812965 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1813383.875000 Penalty: 4749.364258
	Iteration 9Q: 3 clusters Score -1813384 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1813668.375000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1813668 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1813857.250000 Penalty: 4749.364258
	Iteration 11Q: 3 clusters Score -1813857 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1813953.500000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1813954 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1814018.875000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1814019 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1814068.000000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1814068 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1814104.750000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1814105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1814140.500000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1814140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1814167.875000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1814168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1814192.500000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1814192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1814216.125000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1814216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1814240.000000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1814240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1814259.625000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1814260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1814294.625000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1814295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1814326.625000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1814327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1814347.375000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1814347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1814386.000000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1814386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1814435.250000 Penalty: 4749.364258
	Iteration 26Q: 3 clusters Score -1814435 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1814482.375000 Penalty: 4749.364258
	Iteration 27Q: 3 clusters Score -1814482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1814547.000000 Penalty: 4749.364258
	Iteration 28Q: 3 clusters Score -1814547 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1814616.875000 Penalty: 4749.364258
	Iteration 29Q: 3 clusters Score -1814617 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1814676.125000 Penalty: 4749.364258
	Iteration 30Q: 3 clusters Score -1814676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1814744.500000 Penalty: 4749.364258
	Iteration 31Q: 3 clusters Score -1814744 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1814831.750000 Penalty: 4749.364258
	Iteration 32Q: 3 clusters Score -1814832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1814910.375000 Penalty: 4749.364258
	Iteration 33Q: 3 clusters Score -1814910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1815004.250000 Penalty: 4749.364258
	Iteration 34Q: 3 clusters Score -1815004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1815105.875000 Penalty: 4749.364258
	Iteration 35Q: 3 clusters Score -1815106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1815202.250000 Penalty: 4749.364258
	Iteration 36Q: 3 clusters Score -1815202 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1815292.000000 Penalty: 4749.364258
	Iteration 37Q: 3 clusters Score -1815292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1815360.375000 Penalty: 4749.364258
	Iteration 38Q: 3 clusters Score -1815360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1815414.750000 Penalty: 4749.364258
	Iteration 39Q: 3 clusters Score -1815415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1815438.750000 Penalty: 4749.364258
	Iteration 40F: 3 clusters Score -1815439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1815456.625000 Penalty: 4749.364258
	Iteration 41Q: 3 clusters Score -1815457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1815476.875000 Penalty: 4749.364258
	Iteration 42Q: 3 clusters Score -1815477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1815486.375000 Penalty: 4749.364258
	Iteration 43Q: 3 clusters Score -1815486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1815488.500000 Penalty: 4749.364258
	Iteration 44Q: 3 clusters Score -1815488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1815492.500000 Penalty: 4749.364258
	Iteration 45Q: 3 clusters Score -1815492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1815498.000000 Penalty: 4749.364258
	Iteration 46Q: 3 clusters Score -1815498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1815500.000000 Penalty: 4749.364258
	Iteration 47Q: 3 clusters Score -1815500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1815503.625000 Penalty: 4749.364258
	Iteration 48Q: 3 clusters Score -1815504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1815509.375000 Penalty: 4749.364258
	Iteration 49Q: 3 clusters Score -1815509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1815517.250000 Penalty: 4749.364258
	Iteration 50Q: 3 clusters Score -1815517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1815516.000000 Penalty: 4749.364258
	Iteration 51Q: 3 clusters Score -1815516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1815517.000000 Penalty: 4749.364258
	Iteration 52Q: 3 clusters Score -1815517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1815520.375000 Penalty: 4749.364258
	Iteration 53Q: 3 clusters Score -1815520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1815519.625000 Penalty: 4749.364258
	Iteration 54Q: 3 clusters Score -1815520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1815522.250000 Penalty: 4749.364258
	Iteration 55Q: 3 clusters Score -1815522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1815520.625000 Penalty: 4749.364258
	Iteration 56Q: 3 clusters Score -1815521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1815517.750000 Penalty: 4749.364258
	Iteration 57Q: 3 clusters Score -1815518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1815518.500000 Penalty: 4749.364258
	Iteration 58Q: 3 clusters Score -1815518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1815516.250000 Penalty: 4749.364258
	Iteration 59Q: 3 clusters Score -1815516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1815517.625000 Penalty: 4749.364258
	Iteration 60F: 3 clusters Score -1815518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1815517.375000 Penalty: 4749.364258
	Iteration 61Q: 3 clusters Score -1815517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1815518.000000 Penalty: 4749.364258
	Iteration 62Q: 3 clusters Score -1815518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1815515.750000 Penalty: 4749.364258
	Iteration 63Q: 3 clusters Score -1815516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1815518.375000 Penalty: 4749.364258
	Iteration 64Q: 3 clusters Score -1815518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1815523.125000 Penalty: 4749.364258
	Iteration 65Q: 3 clusters Score -1815523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1815523.125000 Penalty: 4749.364258
	Iteration 66Q: 3 clusters Score -1815523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1815518.500000 Penalty: 4749.364258
	Iteration 67Q: 3 clusters Score -1815518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1815518.500000 Penalty: 4749.364258
	Iteration 68Q: 3 clusters Score -1815518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1815516.250000 Penalty: 4749.364258
	Iteration 69Q: 3 clusters Score -1815516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1815521.250000 Penalty: 4749.364258
	Iteration 70Q: 3 clusters Score -1815521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1815521.250000 Penalty: 4749.364258
	Iteration 71F: 3 clusters Score -1815521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Entering Unmasked Estep 
Score: -6784676.000000 Penalty: 2715.281738
	Iteration 0F: 2 clusters Score -6784676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -6746465.500000 Penalty: 5430.563477
	Iteration 0F: 3 clusters Score -6746466 nChanged 26384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -6761533.000000 Penalty: 5430.563477
	Iteration 1F: 3 clusters Score -6761533 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6762388.500000 Penalty: 5430.563477
	Iteration 2Q: 3 clusters Score -6762388 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -6763428.500000 Penalty: 5430.563477
	Iteration 3Q: 3 clusters Score -6763428 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -6764497.500000 Penalty: 5430.563477
	Iteration 4Q: 3 clusters Score -6764498 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -6765723.500000 Penalty: 5430.563477
	Iteration 5Q: 3 clusters Score -6765724 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6767178.500000 Penalty: 5430.563477
	Iteration 6Q: 3 clusters Score -6767178 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6768840.500000 Penalty: 5430.563477
	Iteration 7F: 3 clusters Score -6768840 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -6770658.500000 Penalty: 5430.563477
	Iteration 8F: 3 clusters Score -6770658 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -6772601.500000 Penalty: 5430.563477
	Iteration 9F: 3 clusters Score -6772602 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -6774422.500000 Penalty: 5430.563477
	Iteration 10Q: 3 clusters Score -6774422 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6775774.500000 Penalty: 5430.563477
	Iteration 11Q: 3 clusters Score -6775774 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6776791.500000 Penalty: 5430.563477
	Iteration 12Q: 3 clusters Score -6776792 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6777649.000000 Penalty: 5430.563477
	Iteration 13Q: 3 clusters Score -6777649 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6778281.500000 Penalty: 5430.563477
	Iteration 14Q: 3 clusters Score -6778282 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -6778851.000000 Penalty: 5430.563477
	Iteration 15Q: 3 clusters Score -6778851 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6779337.500000 Penalty: 5430.563477
	Iteration 16Q: 3 clusters Score -6779338 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6779808.000000 Penalty: 5430.563477
	Iteration 17Q: 3 clusters Score -6779808 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6780182.000000 Penalty: 5430.563477
	Iteration 18Q: 3 clusters Score -6780182 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -6780507.000000 Penalty: 5430.563477
	Iteration 19Q: 3 clusters Score -6780507 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6780837.000000 Penalty: 5430.563477
	Iteration 20F: 3 clusters Score -6780837 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -6781133.500000 Penalty: 5430.563477
	Iteration 21Q: 3 clusters Score -6781134 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -6781354.000000 Penalty: 5430.563477
	Iteration 22Q: 3 clusters Score -6781354 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -6781530.000000 Penalty: 5430.563477
	Iteration 23Q: 3 clusters Score -6781530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -6781693.500000 Penalty: 5430.563477
	Iteration 24Q: 3 clusters Score -6781694 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6781791.500000 Penalty: 5430.563477
	Iteration 25Q: 3 clusters Score -6781792 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -6781889.000000 Penalty: 5430.563477
	Iteration 26Q: 3 clusters Score -6781889 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -6781947.000000 Penalty: 5430.563477
	Iteration 27Q: 3 clusters Score -6781947 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6782029.000000 Penalty: 5430.563477
	Iteration 28Q: 3 clusters Score -6782029 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6782086.500000 Penalty: 5430.563477
	Iteration 29Q: 3 clusters Score -6782086 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6782145.500000 Penalty: 5430.563477
	Iteration 30Q: 3 clusters Score -6782146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -6782198.500000 Penalty: 5430.563477
	Iteration 31Q: 3 clusters Score -6782198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -6782262.500000 Penalty: 5430.563477
	Iteration 32Q: 3 clusters Score -6782262 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -6782314.500000 Penalty: 5430.563477
	Iteration 33Q: 3 clusters Score -6782314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6782331.000000 Penalty: 5430.563477
	Iteration 34Q: 3 clusters Score -6782331 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -6782392.000000 Penalty: 5430.563477
	Iteration 35Q: 3 clusters Score -6782392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6782435.500000 Penalty: 5430.563477
	Iteration 36Q: 3 clusters Score -6782436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -6782450.000000 Penalty: 5430.563477
	Iteration 37Q: 3 clusters Score -6782450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -6782474.500000 Penalty: 5430.563477
	Iteration 38Q: 3 clusters Score -6782474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -6782495.000000 Penalty: 5430.563477
	Iteration 39Q: 3 clusters Score -6782495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6782515.500000 Penalty: 5430.563477
	Iteration 40F: 3 clusters Score -6782516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -6782531.500000 Penalty: 5430.563477
	Iteration 41Q: 3 clusters Score -6782532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6782542.500000 Penalty: 5430.563477
	Iteration 42Q: 3 clusters Score -6782542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -6782563.500000 Penalty: 5430.563477
	Iteration 43Q: 3 clusters Score -6782564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6782573.000000 Penalty: 5430.563477
	Iteration 44Q: 3 clusters Score -6782573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -6782580.500000 Penalty: 5430.563477
	Iteration 45Q: 3 clusters Score -6782580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -6782596.000000 Penalty: 5430.563477
	Iteration 46Q: 3 clusters Score -6782596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -6782594.000000 Penalty: 5430.563477
	Iteration 47Q: 3 clusters Score -6782594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -6782588.500000 Penalty: 5430.563477
	Iteration 48Q: 3 clusters Score -6782588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6782599.000000 Penalty: 5430.563477
	Iteration 49Q: 3 clusters Score -6782599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6782613.500000 Penalty: 5430.563477
	Iteration 50Q: 3 clusters Score -6782614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -6782623.000000 Penalty: 5430.563477
	Iteration 51Q: 3 clusters Score -6782623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -6782640.000000 Penalty: 5430.563477
	Iteration 52Q: 3 clusters Score -6782640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -6782646.000000 Penalty: 5430.563477
	Iteration 53Q: 3 clusters Score -6782646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -6782652.500000 Penalty: 5430.563477
	Iteration 54Q: 3 clusters Score -6782652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -6782650.500000 Penalty: 5430.563477
	Iteration 55Q: 3 clusters Score -6782650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -6782650.000000 Penalty: 5430.563477
	Iteration 56Q: 3 clusters Score -6782650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -6782658.500000 Penalty: 5430.563477
	Iteration 57Q: 3 clusters Score -6782658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -6782661.000000 Penalty: 5430.563477
	Iteration 58Q: 3 clusters Score -6782661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -6782664.500000 Penalty: 5430.563477
	Iteration 59Q: 3 clusters Score -6782664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -6782660.500000 Penalty: 5430.563477
	Iteration 60F: 3 clusters Score -6782660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6782662.500000 Penalty: 5430.563477
	Iteration 61Q: 3 clusters Score -6782662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -6782665.500000 Penalty: 5430.563477
	Iteration 62Q: 3 clusters Score -6782666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6782670.000000 Penalty: 5430.563477
	Iteration 63Q: 3 clusters Score -6782670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -6782674.500000 Penalty: 5430.563477
	Iteration 64Q: 3 clusters Score -6782674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -6782686.000000 Penalty: 5430.563477
	Iteration 65Q: 3 clusters Score -6782686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6782683.000000 Penalty: 5430.563477
	Iteration 66Q: 3 clusters Score -6782683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6782689.500000 Penalty: 5430.563477
	Iteration 67Q: 3 clusters Score -6782690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6782689.500000 Penalty: 5430.563477
	Iteration 68F: 3 clusters Score -6782690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -365143.750000 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -365143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361945.968750 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -361946 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -362596.625000 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -362596.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -362762.843750 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -362762.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -362852.250000 Penalty: 3954.172119
	Iteration 3Q: 3 clusters Score -362852.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -362913.062500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -362913.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -362951.937500 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -362951.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -362985.093750 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -362985.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -363011.375000 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -363011.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -363030.031250 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -363030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -363042.437500 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -363042.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -363056.000000 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -363056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -363067.468750 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -363067.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -363079.156250 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -363079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -363093.000000 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -363093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363100.250000 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -363100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -363103.656250 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -363103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -363107.781250 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -363107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -363112.000000 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -363112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -363114.343750 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -363114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -363114.593750 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -363114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -363116.937500 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -363116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -363120.437500 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -363120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -363121.531250 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -363121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -363122.187500 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -363122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -363122.875000 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -363122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -363122.875000 Penalty: 3954.172119
	Iteration 25F: 3 clusters Score -363122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -412429.687500 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -412429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -409013.781250 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -409013.8 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -409767.625000 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -409767.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -409930.406250 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -409930.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410023.875000 Penalty: 4008.718262
	Iteration 3Q: 3 clusters Score -410023.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -410077.937500 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -410077.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410124.781250 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -410124.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -410154.250000 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -410154.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -410180.656250 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -410180.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -410200.750000 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -410200.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -410216.906250 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -410216.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -410229.031250 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -410229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -410236.718750 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -410236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -410246.312500 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -410246.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -410251.812500 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -410251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -410257.843750 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -410257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -410264.718750 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -410264.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -410270.687500 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -410270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -410277.031250 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -410277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -410281.406250 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -410281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -410283.750000 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -410283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -410290.156250 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -410290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -410292.687500 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -410292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -410294.968750 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -410295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -410301.062500 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -410301.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -410304.968750 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -410305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -410306.531250 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -410306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -410307.906250 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -410307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -410308.406250 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -410308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -410309.000000 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -410309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -410310.156250 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -410310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -410311.125000 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -410311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -410314.031250 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -410314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -410319.500000 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -410319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -410324.562500 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -410324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -410328.000000 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -410328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -410331.625000 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -410331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -410334.593750 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -410334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -410340.750000 Penalty: 4008.718262
	Iteration 37Q: 3 clusters Score -410340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -410345.250000 Penalty: 4008.718262
	Iteration 38Q: 3 clusters Score -410345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -410351.375000 Penalty: 4008.718262
	Iteration 39Q: 3 clusters Score -410351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -410357.062500 Penalty: 4008.718262
	Iteration 40F: 3 clusters Score -410357.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -410368.718750 Penalty: 4008.718262
	Iteration 41Q: 3 clusters Score -410368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -410379.562500 Penalty: 4008.718262
	Iteration 42Q: 3 clusters Score -410379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -410389.156250 Penalty: 4008.718262
	Iteration 43Q: 3 clusters Score -410389.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -410402.781250 Penalty: 4008.718262
	Iteration 44Q: 3 clusters Score -410402.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -410411.875000 Penalty: 4008.718262
	Iteration 45Q: 3 clusters Score -410411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -410422.406250 Penalty: 4008.718262
	Iteration 46Q: 3 clusters Score -410422.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -410435.031250 Penalty: 4008.718262
	Iteration 47Q: 3 clusters Score -410435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -410443.750000 Penalty: 4008.718262
	Iteration 48Q: 3 clusters Score -410443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -410450.500000 Penalty: 4008.718262
	Iteration 49Q: 3 clusters Score -410450.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -410457.093750 Penalty: 4008.718262
	Iteration 50Q: 3 clusters Score -410457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -410460.656250 Penalty: 4008.718262
	Iteration 51Q: 3 clusters Score -410460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410465.562500 Penalty: 4008.718262
	Iteration 52Q: 3 clusters Score -410465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -410467.218750 Penalty: 4008.718262
	Iteration 53Q: 3 clusters Score -410467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -410467.750000 Penalty: 4008.718262
	Iteration 54Q: 3 clusters Score -410467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -410468.750000 Penalty: 4008.718262
	Iteration 55Q: 3 clusters Score -410468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -410469.875000 Penalty: 4008.718262
	Iteration 56Q: 3 clusters Score -410469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -410471.125000 Penalty: 4008.718262
	Iteration 57Q: 3 clusters Score -410471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -410472.031250 Penalty: 4008.718262
	Iteration 58Q: 3 clusters Score -410472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -410472.218750 Penalty: 4008.718262
	Iteration 59Q: 3 clusters Score -410472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -410472.218750 Penalty: 4008.718262
	Iteration 60F: 3 clusters Score -410472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Entering Unmasked Estep 
Score: -3405751.250000 Penalty: 2519.129639
	Iteration 0F: 2 clusters Score -3405751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3387956.000000 Penalty: 5038.259277
	Iteration 0F: 3 clusters Score -3387956 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3394070.250000 Penalty: 5038.259277
	Iteration 1F: 3 clusters Score -3394070 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3394528.000000 Penalty: 5038.259277
	Iteration 2Q: 3 clusters Score -3394528 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3395000.750000 Penalty: 5038.259277
	Iteration 3Q: 3 clusters Score -3395001 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3395543.000000 Penalty: 5038.259277
	Iteration 4Q: 3 clusters Score -3395543 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3396181.000000 Penalty: 5038.259277
	Iteration 5Q: 3 clusters Score -3396181 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3396976.000000 Penalty: 5038.259277
	Iteration 6Q: 3 clusters Score -3396976 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3397946.500000 Penalty: 5038.259277
	Iteration 7F: 3 clusters Score -3397946 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3398938.000000 Penalty: 5038.259277
	Iteration 8F: 3 clusters Score -3398938 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3399877.500000 Penalty: 5038.259277
	Iteration 9Q: 3 clusters Score -3399878 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3400773.500000 Penalty: 5038.259277
	Iteration 10Q: 3 clusters Score -3400774 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3401498.250000 Penalty: 5038.259277
	Iteration 11Q: 3 clusters Score -3401498 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3402066.000000 Penalty: 5038.259277
	Iteration 12Q: 3 clusters Score -3402066 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3402508.000000 Penalty: 5038.259277
	Iteration 13Q: 3 clusters Score -3402508 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3402796.500000 Penalty: 5038.259277
	Iteration 14Q: 3 clusters Score -3402796 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3403017.500000 Penalty: 5038.259277
	Iteration 15Q: 3 clusters Score -3403018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3403169.500000 Penalty: 5038.259277
	Iteration 16Q: 3 clusters Score -3403170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3403267.750000 Penalty: 5038.259277
	Iteration 17Q: 3 clusters Score -3403268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3403333.500000 Penalty: 5038.259277
	Iteration 18Q: 3 clusters Score -3403334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3403399.000000 Penalty: 5038.259277
	Iteration 19Q: 3 clusters Score -3403399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3403441.250000 Penalty: 5038.259277
	Iteration 20F: 3 clusters Score -3403441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3403480.250000 Penalty: 5038.259277
	Iteration 21Q: 3 clusters Score -3403480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3403513.250000 Penalty: 5038.259277
	Iteration 22Q: 3 clusters Score -3403513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3403531.250000 Penalty: 5038.259277
	Iteration 23Q: 3 clusters Score -3403531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3403543.500000 Penalty: 5038.259277
	Iteration 24Q: 3 clusters Score -3403544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3403553.500000 Penalty: 5038.259277
	Iteration 25Q: 3 clusters Score -3403554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3403563.000000 Penalty: 5038.259277
	Iteration 26Q: 3 clusters Score -3403563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3403570.750000 Penalty: 5038.259277
	Iteration 27Q: 3 clusters Score -3403571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3403577.250000 Penalty: 5038.259277
	Iteration 28Q: 3 clusters Score -3403577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3403586.250000 Penalty: 5038.259277
	Iteration 29Q: 3 clusters Score -3403586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3403591.250000 Penalty: 5038.259277
	Iteration 30Q: 3 clusters Score -3403591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3403594.250000 Penalty: 5038.259277
	Iteration 31Q: 3 clusters Score -3403594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3403600.500000 Penalty: 5038.259277
	Iteration 32Q: 3 clusters Score -3403600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3403600.000000 Penalty: 5038.259277
	Iteration 33Q: 3 clusters Score -3403600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3403607.750000 Penalty: 5038.259277
	Iteration 34Q: 3 clusters Score -3403608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3403608.500000 Penalty: 5038.259277
	Iteration 35Q: 3 clusters Score -3403608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3403608.500000 Penalty: 5038.259277
	Iteration 36F: 3 clusters Score -3403608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Entering Unmasked Estep 
Score: -3436135.250000 Penalty: 2521.035889
	Iteration 0F: 2 clusters Score -3436135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3418015.000000 Penalty: 5042.071777
	Iteration 0F: 3 clusters Score -3418015 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3424488.250000 Penalty: 5042.071777
	Iteration 1F: 3 clusters Score -3424488 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3425019.000000 Penalty: 5042.071777
	Iteration 2F: 3 clusters Score -3425019 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3425496.250000 Penalty: 5042.071777
	Iteration 3Q: 3 clusters Score -3425496 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3426009.500000 Penalty: 5042.071777
	Iteration 4Q: 3 clusters Score -3426010 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3426680.750000 Penalty: 5042.071777
	Iteration 5F: 3 clusters Score -3426681 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3427601.250000 Penalty: 5042.071777
	Iteration 6F: 3 clusters Score -3427601 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3428793.250000 Penalty: 5042.071777
	Iteration 7F: 3 clusters Score -3428793 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3430227.000000 Penalty: 5042.071777
	Iteration 8F: 3 clusters Score -3430227 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3431680.750000 Penalty: 5042.071777
	Iteration 9F: 3 clusters Score -3431681 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3432670.000000 Penalty: 5042.071777
	Iteration 10Q: 3 clusters Score -3432670 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3433239.500000 Penalty: 5042.071777
	Iteration 11Q: 3 clusters Score -3433240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3433540.000000 Penalty: 5042.071777
	Iteration 12Q: 3 clusters Score -3433540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3433692.500000 Penalty: 5042.071777
	Iteration 13Q: 3 clusters Score -3433692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3433759.500000 Penalty: 5042.071777
	Iteration 14Q: 3 clusters Score -3433760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3433793.500000 Penalty: 5042.071777
	Iteration 15Q: 3 clusters Score -3433794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3433825.000000 Penalty: 5042.071777
	Iteration 16Q: 3 clusters Score -3433825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3433861.250000 Penalty: 5042.071777
	Iteration 17Q: 3 clusters Score -3433861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3433876.750000 Penalty: 5042.071777
	Iteration 18Q: 3 clusters Score -3433877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3433883.500000 Penalty: 5042.071777
	Iteration 19Q: 3 clusters Score -3433884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3433892.500000 Penalty: 5042.071777
	Iteration 20F: 3 clusters Score -3433892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3433900.250000 Penalty: 5042.071777
	Iteration 21Q: 3 clusters Score -3433900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3433901.750000 Penalty: 5042.071777
	Iteration 22Q: 3 clusters Score -3433902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3433910.250000 Penalty: 5042.071777
	Iteration 23Q: 3 clusters Score -3433910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3433912.750000 Penalty: 5042.071777
	Iteration 24Q: 3 clusters Score -3433913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3433921.250000 Penalty: 5042.071777
	Iteration 25Q: 3 clusters Score -3433921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3433920.500000 Penalty: 5042.071777
	Iteration 26Q: 3 clusters Score -3433920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3433924.750000 Penalty: 5042.071777
	Iteration 27Q: 3 clusters Score -3433925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3433924.750000 Penalty: 5042.071777
	Iteration 28F: 3 clusters Score -3433925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -542019.687500 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -542019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -537885.500000 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -537885.5 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -538788.375000 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -538788.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -539092.250000 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -539092.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -539339.062500 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -539339.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -539580.312500 Penalty: 4156.137695
	Iteration 4F: 3 clusters Score -539580.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -539780.812500 Penalty: 4156.137695
	Iteration 5F: 3 clusters Score -539780.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -539973.562500 Penalty: 4156.137695
	Iteration 6F: 3 clusters Score -539973.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -540144.000000 Penalty: 4156.137695
	Iteration 7F: 3 clusters Score -540144 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -540266.875000 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -540266.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -540356.937500 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -540356.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -540424.562500 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -540424.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -540485.312500 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -540485.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -540537.875000 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -540537.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -540569.437500 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -540569.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -540595.687500 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -540595.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -540627.187500 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -540627.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -540645.250000 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -540645.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -540660.000000 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -540660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -540673.750000 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -540673.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -540692.625000 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -540692.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -540706.812500 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -540706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -540721.062500 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -540721.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -540729.937500 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -540729.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -540736.562500 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -540736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -540742.375000 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -540742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -540745.812500 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -540745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -540747.125000 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -540747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -540750.062500 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -540750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -540754.687500 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -540754.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -540758.625000 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -540758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -540763.812500 Penalty: 4156.137695
	Iteration 30Q: 3 clusters Score -540763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -540766.437500 Penalty: 4156.137695
	Iteration 31Q: 3 clusters Score -540766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -540767.187500 Penalty: 4156.137695
	Iteration 32Q: 3 clusters Score -540767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -540767.437500 Penalty: 4156.137695
	Iteration 33Q: 3 clusters Score -540767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -540769.687500 Penalty: 4156.137695
	Iteration 34Q: 3 clusters Score -540769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -540771.312500 Penalty: 4156.137695
	Iteration 35Q: 3 clusters Score -540771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -540772.250000 Penalty: 4156.137695
	Iteration 36Q: 3 clusters Score -540772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -540773.625000 Penalty: 4156.137695
	Iteration 37Q: 3 clusters Score -540773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -540773.625000 Penalty: 4156.137695
	Iteration 38F: 3 clusters Score -540773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1798293.750000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1798294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1787514.500000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1787514 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1790982.125000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1790982 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1791616.500000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1791616 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1792320.125000 Penalty: 4763.150391
	Iteration 3F: 3 clusters Score -1792320 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1793133.250000 Penalty: 4763.150391
	Iteration 4F: 3 clusters Score -1793133 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1793954.750000 Penalty: 4763.150391
	Iteration 5F: 3 clusters Score -1793955 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1794526.375000 Penalty: 4763.150391
	Iteration 6F: 3 clusters Score -1794526 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1794907.375000 Penalty: 4763.150391
	Iteration 7F: 3 clusters Score -1794907 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1795117.000000 Penalty: 4763.150391
	Iteration 8Q: 3 clusters Score -1795117 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1795222.500000 Penalty: 4763.150391
	Iteration 9Q: 3 clusters Score -1795222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1795296.750000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1795297 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1795336.875000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1795337 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1795363.000000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1795363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1795382.625000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1795383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1795391.500000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1795392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1795401.125000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1795401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1795403.000000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1795403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1795411.375000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1795411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1795413.250000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1795413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1795417.750000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1795418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1795421.875000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1795422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1795421.375000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1795421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1795424.625000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1795425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1795430.500000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1795430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1795439.750000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1795440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1795441.375000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1795441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1795442.500000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1795442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1795446.250000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1795446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1795456.375000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1795456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1795457.125000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1795457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1795456.750000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1795457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1795456.000000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1795456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1795465.125000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1795465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1795466.625000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1795467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1795466.000000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1795466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1795461.500000 Penalty: 4763.150391
	Iteration 35Q: 3 clusters Score -1795462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1795466.250000 Penalty: 4763.150391
	Iteration 36Q: 3 clusters Score -1795466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1795465.125000 Penalty: 4763.150391
	Iteration 37Q: 3 clusters Score -1795465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1795470.625000 Penalty: 4763.150391
	Iteration 38Q: 3 clusters Score -1795471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1795472.625000 Penalty: 4763.150391
	Iteration 39Q: 3 clusters Score -1795473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1795478.500000 Penalty: 4763.150391
	Iteration 40F: 3 clusters Score -1795478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1795481.750000 Penalty: 4763.150391
	Iteration 41Q: 3 clusters Score -1795482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1795487.375000 Penalty: 4763.150391
	Iteration 42Q: 3 clusters Score -1795487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1795484.625000 Penalty: 4763.150391
	Iteration 43Q: 3 clusters Score -1795485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1795484.500000 Penalty: 4763.150391
	Iteration 44Q: 3 clusters Score -1795484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1795489.000000 Penalty: 4763.150391
	Iteration 45Q: 3 clusters Score -1795489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1795493.000000 Penalty: 4763.150391
	Iteration 46Q: 3 clusters Score -1795493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1795495.500000 Penalty: 4763.150391
	Iteration 47Q: 3 clusters Score -1795496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1795499.375000 Penalty: 4763.150391
	Iteration 48Q: 3 clusters Score -1795499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1795500.000000 Penalty: 4763.150391
	Iteration 49Q: 3 clusters Score -1795500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1795499.250000 Penalty: 4763.150391
	Iteration 50Q: 3 clusters Score -1795499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1795501.750000 Penalty: 4763.150391
	Iteration 51Q: 3 clusters Score -1795502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1795500.875000 Penalty: 4763.150391
	Iteration 52Q: 3 clusters Score -1795501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1795501.250000 Penalty: 4763.150391
	Iteration 53Q: 3 clusters Score -1795501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1795503.875000 Penalty: 4763.150391
	Iteration 54Q: 3 clusters Score -1795504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1795502.625000 Penalty: 4763.150391
	Iteration 55Q: 3 clusters Score -1795503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1795502.625000 Penalty: 4763.150391
	Iteration 56F: 3 clusters Score -1795503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Entering Unmasked Estep 
Score: -2963228.250000 Penalty: 2487.906250
	Iteration 0F: 2 clusters Score -2963228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2947349.250000 Penalty: 4975.812500
	Iteration 0F: 3 clusters Score -2947349 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2952804.250000 Penalty: 4975.812500
	Iteration 1F: 3 clusters Score -2952804 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2953416.250000 Penalty: 4975.812500
	Iteration 2F: 3 clusters Score -2953416 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2954051.750000 Penalty: 4975.812500
	Iteration 3F: 3 clusters Score -2954052 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2954790.000000 Penalty: 4975.812500
	Iteration 4F: 3 clusters Score -2954790 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2955734.750000 Penalty: 4975.812500
	Iteration 5F: 3 clusters Score -2955735 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2956815.000000 Penalty: 4975.812500
	Iteration 6F: 3 clusters Score -2956815 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2957866.500000 Penalty: 4975.812500
	Iteration 7F: 3 clusters Score -2957866 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2958662.250000 Penalty: 4975.812500
	Iteration 8F: 3 clusters Score -2958662 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2959298.250000 Penalty: 4975.812500
	Iteration 9Q: 3 clusters Score -2959298 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2959882.500000 Penalty: 4975.812500
	Iteration 10Q: 3 clusters Score -2959882 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2960357.500000 Penalty: 4975.812500
	Iteration 11Q: 3 clusters Score -2960358 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2960691.000000 Penalty: 4975.812500
	Iteration 12Q: 3 clusters Score -2960691 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2960888.500000 Penalty: 4975.812500
	Iteration 13Q: 3 clusters Score -2960888 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2960996.500000 Penalty: 4975.812500
	Iteration 14Q: 3 clusters Score -2960996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2961054.000000 Penalty: 4975.812500
	Iteration 15Q: 3 clusters Score -2961054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2961114.500000 Penalty: 4975.812500
	Iteration 16Q: 3 clusters Score -2961114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2961148.500000 Penalty: 4975.812500
	Iteration 17Q: 3 clusters Score -2961148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2961164.250000 Penalty: 4975.812500
	Iteration 18Q: 3 clusters Score -2961164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2961184.500000 Penalty: 4975.812500
	Iteration 19Q: 3 clusters Score -2961184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2961197.500000 Penalty: 4975.812500
	Iteration 20F: 3 clusters Score -2961198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2961213.750000 Penalty: 4975.812500
	Iteration 21Q: 3 clusters Score -2961214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2961220.000000 Penalty: 4975.812500
	Iteration 22Q: 3 clusters Score -2961220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2961222.750000 Penalty: 4975.812500
	Iteration 23Q: 3 clusters Score -2961223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2961228.750000 Penalty: 4975.812500
	Iteration 24Q: 3 clusters Score -2961229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2961224.250000 Penalty: 4975.812500
	Iteration 25Q: 3 clusters Score -2961224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2961228.750000 Penalty: 4975.812500
	Iteration 26Q: 3 clusters Score -2961229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2961233.000000 Penalty: 4975.812500
	Iteration 27Q: 3 clusters Score -2961233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2961232.000000 Penalty: 4975.812500
	Iteration 28Q: 3 clusters Score -2961232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2961229.750000 Penalty: 4975.812500
	Iteration 29Q: 3 clusters Score -2961230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2961231.250000 Penalty: 4975.812500
	Iteration 30Q: 3 clusters Score -2961231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2961230.250000 Penalty: 4975.812500
	Iteration 31Q: 3 clusters Score -2961230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2961230.250000 Penalty: 4975.812500
	Iteration 32Q: 3 clusters Score -2961230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2961228.500000 Penalty: 4975.812500
	Iteration 33Q: 3 clusters Score -2961228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2961235.000000 Penalty: 4975.812500
	Iteration 34Q: 3 clusters Score -2961235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2961235.000000 Penalty: 4975.812500
	Iteration 35Q: 3 clusters Score -2961235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2961238.000000 Penalty: 4975.812500
	Iteration 36Q: 3 clusters Score -2961238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2961234.750000 Penalty: 4975.812500
	Iteration 37Q: 3 clusters Score -2961235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2961236.500000 Penalty: 4975.812500
	Iteration 38Q: 3 clusters Score -2961236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2961237.250000 Penalty: 4975.812500
	Iteration 39Q: 3 clusters Score -2961237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2961237.250000 Penalty: 4975.812500
	Iteration 40F: 3 clusters Score -2961237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2961235.000000 Penalty: 4975.812500
	Iteration 41Q: 3 clusters Score -2961235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2961234.500000 Penalty: 4975.812500
	Iteration 42Q: 3 clusters Score -2961234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2961234.500000 Penalty: 4975.812500
	Iteration 43F: 3 clusters Score -2961234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -103560.882812 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -103560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101717.859375 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101717.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102121.171875 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -102121.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102385.406250 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -102385.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102537.218750 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -102537.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102682.507812 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -102682.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102766.140625 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -102766.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102831.929688 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -102831.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102874.789062 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -102874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102913.632812 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -102913.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102950.742188 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -102950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102972.359375 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -102972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102995.234375 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -102995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103022.664062 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -103022.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103075.953125 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -103076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103122.070312 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -103122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103139.226562 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -103139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103171.914062 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -103171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103188.476562 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -103188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103198.890625 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -103198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103207.453125 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -103207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103223.453125 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -103223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103235.828125 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -103235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103240.992188 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -103241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103280.968750 Penalty: 3393.441406
	Iteration 23Q: 3 clusters Score -103281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103301.929688 Penalty: 3393.441406
	Iteration 24Q: 3 clusters Score -103301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103307.867188 Penalty: 3393.441406
	Iteration 25Q: 3 clusters Score -103307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103308.742188 Penalty: 3393.441406
	Iteration 26Q: 3 clusters Score -103308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103308.742188 Penalty: 3393.441406
	Iteration 27F: 3 clusters Score -103308.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -40486.210938 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -40486.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39166.386719 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39166.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39608.023438 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -39608.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39800.628906 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -39800.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39949.496094 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -39949.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40082.425781 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -40082.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40179.914062 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -40179.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40327.160156 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -40327.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40467.039062 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -40467.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40599.007812 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -40599.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40624.742188 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -40624.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40631.429688 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -40631.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40634.191406 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -40634.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40634.191406 Penalty: 2966.781494
	Iteration 12F: 3 clusters Score -40634.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 128 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 268 members 
Entering Unmasked Estep 
Score: -104954208.000000 Penalty: 118401.421875
Splitting cluster 11 changes total score from -104955976.000000 to -104954208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -208286.250000 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -208286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205855.000000 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -205855 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206275.812500 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -206275.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206424.968750 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -206425 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -206521.859375 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -206521.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206601.015625 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -206601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206665.890625 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -206665.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206723.125000 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -206723.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206770.531250 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -206770.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -206849.734375 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -206849.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206977.671875 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -206977.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -207186.312500 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -207186.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207306.250000 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -207306.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -207408.765625 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -207408.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -207469.750000 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -207469.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -207498.375000 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -207498.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -207542.781250 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -207542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -207590.593750 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -207590.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207628.546875 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -207628.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -207660.218750 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -207660.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207684.953125 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -207685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207712.281250 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -207712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -207728.359375 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -207728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207740.765625 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -207740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -207746.406250 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -207746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -207748.703125 Penalty: 3682.681885
	Iteration 24Q: 3 clusters Score -207748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -207748.984375 Penalty: 3682.681885
	Iteration 25Q: 3 clusters Score -207749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -207748.984375 Penalty: 3682.681885
	Iteration 26F: 3 clusters Score -207749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -135297.734375 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -135297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133244.671875 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -133244.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133825.015625 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -133825 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134065.265625 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -134065.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134241.875000 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -134241.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134358.593750 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -134358.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134420.937500 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -134420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134489.093750 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -134489.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134518.953125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -134519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134540.406250 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -134540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134558.656250 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -134558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134568.109375 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -134568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134578.281250 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -134578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134579.375000 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -134579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134580.859375 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -134580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134583.296875 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -134583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134584.812500 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -134584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134586.406250 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -134586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134587.031250 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -134587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134587.031250 Penalty: 3603.306152
	Iteration 18F: 3 clusters Score -134587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (353324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353324 members 
Entering Unmasked Estep 
Score: -45776144.000000 Penalty: 3168.234863
	Iteration 0F: 2 clusters Score -4.577614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 176844 members 
Entering Unmasked Estep 
Score: -45566560.000000 Penalty: 6336.469727
	Iteration 0F: 3 clusters Score -4.556656e+07 nChanged 172094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173216 members 
Mstep: Class 2 contains 180108 members 
Entering Unmasked Estep 
Score: -45667400.000000 Penalty: 6336.469727
	Iteration 1F: 3 clusters Score -4.56674e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -45668812.000000 Penalty: 6336.469727
	Iteration 2Q: 3 clusters Score -4.566881e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -45670900.000000 Penalty: 6336.469727
	Iteration 3Q: 3 clusters Score -4.56709e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161292 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -45673776.000000 Penalty: 6336.469727
	Iteration 4Q: 3 clusters Score -4.567378e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 200219 members 
Entering Unmasked Estep 
Score: -45677476.000000 Penalty: 6336.469727
	Iteration 5Q: 3 clusters Score -4.567748e+07 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 211502 members 
Entering Unmasked Estep 
Score: -45683308.000000 Penalty: 6336.469727
	Iteration 6Q: 3 clusters Score -4.568331e+07 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 225150 members 
Entering Unmasked Estep 
Score: -45693432.000000 Penalty: 6336.469727
	Iteration 7F: 3 clusters Score -4.569343e+07 nChanged 21686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114596 members 
Mstep: Class 2 contains 238728 members 
Entering Unmasked Estep 
Score: -45705964.000000 Penalty: 6336.469727
	Iteration 8F: 3 clusters Score -4.570596e+07 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 248663 members 
Entering Unmasked Estep 
Score: -45719148.000000 Penalty: 6336.469727
	Iteration 9F: 3 clusters Score -4.571915e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 252989 members 
Entering Unmasked Estep 
Score: -45729508.000000 Penalty: 6336.469727
	Iteration 10F: 3 clusters Score -4.572951e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 253193 members 
Entering Unmasked Estep 
Score: -45734608.000000 Penalty: 6336.469727
	Iteration 11Q: 3 clusters Score -4.573461e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 252046 members 
Entering Unmasked Estep 
Score: -45735320.000000 Penalty: 6336.469727
	Iteration 12Q: 3 clusters Score -4.573532e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 250698 members 
Entering Unmasked Estep 
Score: -45735064.000000 Penalty: 6336.469727
	Iteration 13Q: 3 clusters Score -4.573506e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 249190 members 
Entering Unmasked Estep 
Score: -45734560.000000 Penalty: 6336.469727
	Iteration 14Q: 3 clusters Score -4.573456e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 247465 members 
Entering Unmasked Estep 
Score: -45734284.000000 Penalty: 6336.469727
	Iteration 15Q: 3 clusters Score -4.573428e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 245408 members 
Entering Unmasked Estep 
Score: -45734084.000000 Penalty: 6336.469727
	Iteration 16Q: 3 clusters Score -4.573408e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 243078 members 
Entering Unmasked Estep 
Score: -45733808.000000 Penalty: 6336.469727
	Iteration 17Q: 3 clusters Score -4.573381e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 240483 members 
Entering Unmasked Estep 
Score: -45733688.000000 Penalty: 6336.469727
	Iteration 18Q: 3 clusters Score -4.573369e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 237550 members 
Entering Unmasked Estep 
Score: -45733568.000000 Penalty: 6336.469727
	Iteration 19Q: 3 clusters Score -4.573357e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118966 members 
Mstep: Class 2 contains 234358 members 
Entering Unmasked Estep 
Score: -45733208.000000 Penalty: 6336.469727
	Iteration 20F: 3 clusters Score -4.573321e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 230871 members 
Entering Unmasked Estep 
Score: -45733296.000000 Penalty: 6336.469727
	Iteration 21Q: 3 clusters Score -4.57333e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126155 members 
Mstep: Class 2 contains 227169 members 
Entering Unmasked Estep 
Score: -45733412.000000 Penalty: 6336.469727
	Iteration 22Q: 3 clusters Score -4.573341e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -45733712.000000 Penalty: 6336.469727
	Iteration 23Q: 3 clusters Score -4.573371e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 219216 members 
Entering Unmasked Estep 
Score: -45734064.000000 Penalty: 6336.469727
	Iteration 24Q: 3 clusters Score -4.573406e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 215250 members 
Entering Unmasked Estep 
Score: -45734432.000000 Penalty: 6336.469727
	Iteration 25Q: 3 clusters Score -4.573443e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 211350 members 
Entering Unmasked Estep 
Score: -45735124.000000 Penalty: 6336.469727
	Iteration 26Q: 3 clusters Score -4.573512e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145653 members 
Mstep: Class 2 contains 207671 members 
Entering Unmasked Estep 
Score: -45735436.000000 Penalty: 6336.469727
	Iteration 27Q: 3 clusters Score -4.573544e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -45735656.000000 Penalty: 6336.469727
	Iteration 28Q: 3 clusters Score -4.573566e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -45736060.000000 Penalty: 6336.469727
	Iteration 29Q: 3 clusters Score -4.573606e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 198416 members 
Entering Unmasked Estep 
Score: -45736536.000000 Penalty: 6336.469727
	Iteration 30Q: 3 clusters Score -4.573654e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157719 members 
Mstep: Class 2 contains 195605 members 
Entering Unmasked Estep 
Score: -45736692.000000 Penalty: 6336.469727
	Iteration 31Q: 3 clusters Score -4.573669e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 192918 members 
Entering Unmasked Estep 
Score: -45736616.000000 Penalty: 6336.469727
	Iteration 32Q: 3 clusters Score -4.573662e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -45736688.000000 Penalty: 6336.469727
	Iteration 33Q: 3 clusters Score -4.573669e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 188114 members 
Entering Unmasked Estep 
Score: -45736820.000000 Penalty: 6336.469727
	Iteration 34Q: 3 clusters Score -4.573682e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 185909 members 
Entering Unmasked Estep 
Score: -45737200.000000 Penalty: 6336.469727
	Iteration 35Q: 3 clusters Score -4.57372e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -45737316.000000 Penalty: 6336.469727
	Iteration 36Q: 3 clusters Score -4.573732e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 181230 members 
Entering Unmasked Estep 
Score: -45737396.000000 Penalty: 6336.469727
	Iteration 37Q: 3 clusters Score -4.57374e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174657 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -45737452.000000 Penalty: 6336.469727
	Iteration 38Q: 3 clusters Score -4.573745e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177363 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -45737596.000000 Penalty: 6336.469727
	Iteration 39Q: 3 clusters Score -4.57376e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180249 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -45737704.000000 Penalty: 6336.469727
	Iteration 40F: 3 clusters Score -4.57377e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183506 members 
Mstep: Class 2 contains 169818 members 
Entering Unmasked Estep 
Score: -45737900.000000 Penalty: 6336.469727
	Iteration 41Q: 3 clusters Score -4.57379e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 166261 members 
Entering Unmasked Estep 
Score: -45738132.000000 Penalty: 6336.469727
	Iteration 42Q: 3 clusters Score -4.573813e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191175 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -45738252.000000 Penalty: 6336.469727
	Iteration 43Q: 3 clusters Score -4.573825e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196228 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -45738440.000000 Penalty: 6336.469727
	Iteration 44Q: 3 clusters Score -4.573844e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202481 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -45738736.000000 Penalty: 6336.469727
	Iteration 45Q: 3 clusters Score -4.573874e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210196 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -45739068.000000 Penalty: 6336.469727
	Iteration 46Q: 3 clusters Score -4.573907e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -45739352.000000 Penalty: 6336.469727
	Iteration 47Q: 3 clusters Score -4.573935e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231618 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -45740264.000000 Penalty: 6336.469727
	Iteration 48Q: 3 clusters Score -4.574026e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245410 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -45742216.000000 Penalty: 6336.469727
	Iteration 49Q: 3 clusters Score -4.574222e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260365 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -45744756.000000 Penalty: 6336.469727
	Iteration 50Q: 3 clusters Score -4.574476e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275489 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -45747268.000000 Penalty: 6336.469727
	Iteration 51Q: 3 clusters Score -4.574727e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289608 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -45749796.000000 Penalty: 6336.469727
	Iteration 52Q: 3 clusters Score -4.57498e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301700 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -45750940.000000 Penalty: 6336.469727
	Iteration 53Q: 3 clusters Score -4.575094e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311828 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -45752112.000000 Penalty: 6336.469727
	Iteration 54Q: 3 clusters Score -4.575211e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319957 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -45754096.000000 Penalty: 6336.469727
	Iteration 55Q: 3 clusters Score -4.57541e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326683 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -45755648.000000 Penalty: 6336.469727
	Iteration 56Q: 3 clusters Score -4.575565e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332104 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -45758752.000000 Penalty: 6336.469727
	Iteration 57Q: 3 clusters Score -4.575875e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336331 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -45761328.000000 Penalty: 6336.469727
	Iteration 58Q: 3 clusters Score -4.576133e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339277 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -45762548.000000 Penalty: 6336.469727
	Iteration 59Q: 3 clusters Score -4.576255e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341223 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -45768780.000000 Penalty: 6336.469727
	Iteration 60F: 3 clusters Score -4.576878e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348648 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -45772476.000000 Penalty: 6336.469727
	Iteration 61Q: 3 clusters Score -4.577248e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351405 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -45773080.000000 Penalty: 6336.469727
	Iteration 62Q: 3 clusters Score -4.577308e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352347 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -45773320.000000 Penalty: 6336.469727
	Iteration 63Q: 3 clusters Score -4.577332e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352685 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -45773392.000000 Penalty: 6336.469727
	Iteration 64Q: 3 clusters Score -4.577339e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352823 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45773540.000000 Penalty: 6336.469727
	Iteration 65Q: 3 clusters Score -4.577354e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352895 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45773628.000000 Penalty: 6336.469727
	Iteration 66Q: 3 clusters Score -4.577363e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352923 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45773632.000000 Penalty: 6336.469727
	Iteration 67Q: 3 clusters Score -4.577363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352941 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45773684.000000 Penalty: 6336.469727
	Iteration 68Q: 3 clusters Score -4.577368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352953 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45773636.000000 Penalty: 6336.469727
	Iteration 69Q: 3 clusters Score -4.577364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352962 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45773600.000000 Penalty: 6336.469727
	Iteration 70Q: 3 clusters Score -4.57736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352966 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45773624.000000 Penalty: 6336.469727
	Iteration 71Q: 3 clusters Score -4.577362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352969 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45773640.000000 Penalty: 6336.469727
	Iteration 72Q: 3 clusters Score -4.577364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352972 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45773636.000000 Penalty: 6336.469727
	Iteration 73Q: 3 clusters Score -4.577364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352976 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45773640.000000 Penalty: 6336.469727
	Iteration 74Q: 3 clusters Score -4.577364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352977 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45773616.000000 Penalty: 6336.469727
	Iteration 75Q: 3 clusters Score -4.577362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352981 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45773636.000000 Penalty: 6336.469727
	Iteration 76Q: 3 clusters Score -4.577364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352981 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45773636.000000 Penalty: 6336.469727
	Iteration 77F: 3 clusters Score -4.577364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -708793.875000 Penalty: 2141.782471
	Iteration 0F: 2 clusters Score -708793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -703902.562500 Penalty: 4283.564941
	Iteration 0F: 3 clusters Score -703902.6 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -705157.312500 Penalty: 4283.564941
	Iteration 1F: 3 clusters Score -705157.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -705386.875000 Penalty: 4283.564941
	Iteration 2F: 3 clusters Score -705386.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -705557.375000 Penalty: 4283.564941
	Iteration 3F: 3 clusters Score -705557.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -705696.937500 Penalty: 4283.564941
	Iteration 4Q: 3 clusters Score -705696.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -705834.500000 Penalty: 4283.564941
	Iteration 5Q: 3 clusters Score -705834.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -705991.750000 Penalty: 4283.564941
	Iteration 6Q: 3 clusters Score -705991.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -706140.375000 Penalty: 4283.564941
	Iteration 7Q: 3 clusters Score -706140.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -706282.437500 Penalty: 4283.564941
	Iteration 8Q: 3 clusters Score -706282.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -706427.875000 Penalty: 4283.564941
	Iteration 9Q: 3 clusters Score -706427.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -706559.000000 Penalty: 4283.564941
	Iteration 10Q: 3 clusters Score -706559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -706666.312500 Penalty: 4283.564941
	Iteration 11Q: 3 clusters Score -706666.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -706754.687500 Penalty: 4283.564941
	Iteration 12Q: 3 clusters Score -706754.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -706818.312500 Penalty: 4283.564941
	Iteration 13Q: 3 clusters Score -706818.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -706883.312500 Penalty: 4283.564941
	Iteration 14Q: 3 clusters Score -706883.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -706915.750000 Penalty: 4283.564941
	Iteration 15Q: 3 clusters Score -706915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -706934.000000 Penalty: 4283.564941
	Iteration 16Q: 3 clusters Score -706934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -706953.312500 Penalty: 4283.564941
	Iteration 17Q: 3 clusters Score -706953.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -706968.687500 Penalty: 4283.564941
	Iteration 18Q: 3 clusters Score -706968.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -706980.937500 Penalty: 4283.564941
	Iteration 19Q: 3 clusters Score -706980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -706991.750000 Penalty: 4283.564941
	Iteration 20F: 3 clusters Score -706991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -706997.312500 Penalty: 4283.564941
	Iteration 21Q: 3 clusters Score -706997.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -707001.875000 Penalty: 4283.564941
	Iteration 22Q: 3 clusters Score -707001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -707004.562500 Penalty: 4283.564941
	Iteration 23Q: 3 clusters Score -707004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -707005.812500 Penalty: 4283.564941
	Iteration 24Q: 3 clusters Score -707005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -707010.687500 Penalty: 4283.564941
	Iteration 25Q: 3 clusters Score -707010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -707011.812500 Penalty: 4283.564941
	Iteration 26Q: 3 clusters Score -707011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -707017.000000 Penalty: 4283.564941
	Iteration 27Q: 3 clusters Score -707017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -707017.687500 Penalty: 4283.564941
	Iteration 28Q: 3 clusters Score -707017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -707018.000000 Penalty: 4283.564941
	Iteration 29Q: 3 clusters Score -707018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -707020.687500 Penalty: 4283.564941
	Iteration 30Q: 3 clusters Score -707020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -707021.750000 Penalty: 4283.564941
	Iteration 31Q: 3 clusters Score -707021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -707020.937500 Penalty: 4283.564941
	Iteration 32Q: 3 clusters Score -707020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -707022.062500 Penalty: 4283.564941
	Iteration 33Q: 3 clusters Score -707022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -707022.062500 Penalty: 4283.564941
	Iteration 34F: 3 clusters Score -707022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Entering Unmasked Estep 
Score: -8107126.500000 Penalty: 2738.922363
	Iteration 0F: 2 clusters Score -8107126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8065344.000000 Penalty: 5477.844727
	Iteration 0F: 3 clusters Score -8065344 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -8081433.500000 Penalty: 5477.844727
	Iteration 1F: 3 clusters Score -8081434 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -8082170.000000 Penalty: 5477.844727
	Iteration 2Q: 3 clusters Score -8082170 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -8083205.500000 Penalty: 5477.844727
	Iteration 3Q: 3 clusters Score -8083206 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -8084547.000000 Penalty: 5477.844727
	Iteration 4Q: 3 clusters Score -8084547 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8086468.000000 Penalty: 5477.844727
	Iteration 5F: 3 clusters Score -8086468 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -8089029.000000 Penalty: 5477.844727
	Iteration 6F: 3 clusters Score -8089029 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -8092134.000000 Penalty: 5477.844727
	Iteration 7F: 3 clusters Score -8092134 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -8095202.500000 Penalty: 5477.844727
	Iteration 8F: 3 clusters Score -8095202 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -8097858.500000 Penalty: 5477.844727
	Iteration 9F: 3 clusters Score -8097858 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -8099779.000000 Penalty: 5477.844727
	Iteration 10Q: 3 clusters Score -8099779 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -8101023.500000 Penalty: 5477.844727
	Iteration 11Q: 3 clusters Score -8101024 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8101770.500000 Penalty: 5477.844727
	Iteration 12Q: 3 clusters Score -8101770 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8102208.000000 Penalty: 5477.844727
	Iteration 13Q: 3 clusters Score -8102208 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8102530.500000 Penalty: 5477.844727
	Iteration 14Q: 3 clusters Score -8102530 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8102818.000000 Penalty: 5477.844727
	Iteration 15Q: 3 clusters Score -8102818 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8103056.500000 Penalty: 5477.844727
	Iteration 16Q: 3 clusters Score -8103056 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8103206.500000 Penalty: 5477.844727
	Iteration 17Q: 3 clusters Score -8103206 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -8103359.500000 Penalty: 5477.844727
	Iteration 18Q: 3 clusters Score -8103360 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -8103480.000000 Penalty: 5477.844727
	Iteration 19Q: 3 clusters Score -8103480 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8103554.500000 Penalty: 5477.844727
	Iteration 20F: 3 clusters Score -8103554 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8103636.000000 Penalty: 5477.844727
	Iteration 21Q: 3 clusters Score -8103636 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8103768.000000 Penalty: 5477.844727
	Iteration 22Q: 3 clusters Score -8103768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8103793.000000 Penalty: 5477.844727
	Iteration 23Q: 3 clusters Score -8103793 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8103873.000000 Penalty: 5477.844727
	Iteration 24Q: 3 clusters Score -8103873 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8103942.500000 Penalty: 5477.844727
	Iteration 25Q: 3 clusters Score -8103942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8104010.500000 Penalty: 5477.844727
	Iteration 26Q: 3 clusters Score -8104010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8104087.000000 Penalty: 5477.844727
	Iteration 27Q: 3 clusters Score -8104087 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8104089.000000 Penalty: 5477.844727
	Iteration 28Q: 3 clusters Score -8104089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8104136.000000 Penalty: 5477.844727
	Iteration 29Q: 3 clusters Score -8104136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8104204.500000 Penalty: 5477.844727
	Iteration 30Q: 3 clusters Score -8104204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8104238.000000 Penalty: 5477.844727
	Iteration 31Q: 3 clusters Score -8104238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8104289.000000 Penalty: 5477.844727
	Iteration 32Q: 3 clusters Score -8104289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8104334.000000 Penalty: 5477.844727
	Iteration 33Q: 3 clusters Score -8104334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8104360.000000 Penalty: 5477.844727
	Iteration 34Q: 3 clusters Score -8104360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8104392.500000 Penalty: 5477.844727
	Iteration 35Q: 3 clusters Score -8104392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8104430.000000 Penalty: 5477.844727
	Iteration 36Q: 3 clusters Score -8104430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8104455.000000 Penalty: 5477.844727
	Iteration 37Q: 3 clusters Score -8104455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8104471.000000 Penalty: 5477.844727
	Iteration 38Q: 3 clusters Score -8104471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8104509.500000 Penalty: 5477.844727
	Iteration 39Q: 3 clusters Score -8104510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8104535.000000 Penalty: 5477.844727
	Iteration 40F: 3 clusters Score -8104535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8104553.000000 Penalty: 5477.844727
	Iteration 41Q: 3 clusters Score -8104553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8104568.500000 Penalty: 5477.844727
	Iteration 42Q: 3 clusters Score -8104568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8104597.000000 Penalty: 5477.844727
	Iteration 43Q: 3 clusters Score -8104597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8104611.500000 Penalty: 5477.844727
	Iteration 44Q: 3 clusters Score -8104612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8104625.000000 Penalty: 5477.844727
	Iteration 45Q: 3 clusters Score -8104625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8104627.000000 Penalty: 5477.844727
	Iteration 46Q: 3 clusters Score -8104627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8104656.000000 Penalty: 5477.844727
	Iteration 47Q: 3 clusters Score -8104656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8104664.500000 Penalty: 5477.844727
	Iteration 48Q: 3 clusters Score -8104664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8104671.500000 Penalty: 5477.844727
	Iteration 49Q: 3 clusters Score -8104672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8104675.500000 Penalty: 5477.844727
	Iteration 50Q: 3 clusters Score -8104676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8104676.000000 Penalty: 5477.844727
	Iteration 51Q: 3 clusters Score -8104676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8104678.500000 Penalty: 5477.844727
	Iteration 52Q: 3 clusters Score -8104678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8104700.000000 Penalty: 5477.844727
	Iteration 53Q: 3 clusters Score -8104700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8104705.000000 Penalty: 5477.844727
	Iteration 54Q: 3 clusters Score -8104705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8104716.000000 Penalty: 5477.844727
	Iteration 55Q: 3 clusters Score -8104716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8104729.000000 Penalty: 5477.844727
	Iteration 56Q: 3 clusters Score -8104729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8104726.000000 Penalty: 5477.844727
	Iteration 57Q: 3 clusters Score -8104726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8104724.500000 Penalty: 5477.844727
	Iteration 58Q: 3 clusters Score -8104724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8104736.500000 Penalty: 5477.844727
	Iteration 59Q: 3 clusters Score -8104736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8104746.500000 Penalty: 5477.844727
	Iteration 60F: 3 clusters Score -8104746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8104758.500000 Penalty: 5477.844727
	Iteration 61Q: 3 clusters Score -8104758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8104759.000000 Penalty: 5477.844727
	Iteration 62Q: 3 clusters Score -8104759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8104759.500000 Penalty: 5477.844727
	Iteration 63Q: 3 clusters Score -8104760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8104767.500000 Penalty: 5477.844727
	Iteration 64Q: 3 clusters Score -8104768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8104776.000000 Penalty: 5477.844727
	Iteration 65Q: 3 clusters Score -8104776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8104783.000000 Penalty: 5477.844727
	Iteration 66Q: 3 clusters Score -8104783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8104796.500000 Penalty: 5477.844727
	Iteration 67Q: 3 clusters Score -8104796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8104799.500000 Penalty: 5477.844727
	Iteration 68Q: 3 clusters Score -8104800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8104806.000000 Penalty: 5477.844727
	Iteration 69Q: 3 clusters Score -8104806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8104812.500000 Penalty: 5477.844727
	Iteration 70Q: 3 clusters Score -8104812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8104812.500000 Penalty: 5477.844727
	Iteration 71Q: 3 clusters Score -8104812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8104826.000000 Penalty: 5477.844727
	Iteration 72Q: 3 clusters Score -8104826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8104832.500000 Penalty: 5477.844727
	Iteration 73Q: 3 clusters Score -8104832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8104829.500000 Penalty: 5477.844727
	Iteration 74Q: 3 clusters Score -8104830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8104842.000000 Penalty: 5477.844727
	Iteration 75Q: 3 clusters Score -8104842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8104842.000000 Penalty: 5477.844727
	Iteration 76Q: 3 clusters Score -8104842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8104841.500000 Penalty: 5477.844727
	Iteration 77Q: 3 clusters Score -8104842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8104841.000000 Penalty: 5477.844727
	Iteration 78Q: 3 clusters Score -8104841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8104840.000000 Penalty: 5477.844727
	Iteration 79Q: 3 clusters Score -8104840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8104836.000000 Penalty: 5477.844727
	Iteration 80F: 3 clusters Score -8104836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8104839.500000 Penalty: 5477.844727
	Iteration 81Q: 3 clusters Score -8104840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8104836.500000 Penalty: 5477.844727
	Iteration 82Q: 3 clusters Score -8104836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8104836.500000 Penalty: 5477.844727
	Iteration 83F: 3 clusters Score -8104836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Entering Unmasked Estep 
Score: -1504621.375000 Penalty: 2362.309814
	Iteration 0F: 2 clusters Score -1504621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1494825.250000 Penalty: 4724.619629
	Iteration 0F: 3 clusters Score -1494825 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1498275.500000 Penalty: 4724.619629
	Iteration 1F: 3 clusters Score -1498276 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1499035.375000 Penalty: 4724.619629
	Iteration 2F: 3 clusters Score -1499035 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1499740.750000 Penalty: 4724.619629
	Iteration 3F: 3 clusters Score -1499741 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1500396.000000 Penalty: 4724.619629
	Iteration 4F: 3 clusters Score -1500396 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1500911.375000 Penalty: 4724.619629
	Iteration 5F: 3 clusters Score -1500911 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1501291.125000 Penalty: 4724.619629
	Iteration 6Q: 3 clusters Score -1501291 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1501610.875000 Penalty: 4724.619629
	Iteration 7Q: 3 clusters Score -1501611 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1501831.750000 Penalty: 4724.619629
	Iteration 8Q: 3 clusters Score -1501832 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1502011.875000 Penalty: 4724.619629
	Iteration 9Q: 3 clusters Score -1502012 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1502170.875000 Penalty: 4724.619629
	Iteration 10Q: 3 clusters Score -1502171 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1502304.125000 Penalty: 4724.619629
	Iteration 11Q: 3 clusters Score -1502304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1502406.875000 Penalty: 4724.619629
	Iteration 12Q: 3 clusters Score -1502407 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1502490.750000 Penalty: 4724.619629
	Iteration 13Q: 3 clusters Score -1502491 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1502549.000000 Penalty: 4724.619629
	Iteration 14Q: 3 clusters Score -1502549 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1502616.875000 Penalty: 4724.619629
	Iteration 15Q: 3 clusters Score -1502617 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1502683.375000 Penalty: 4724.619629
	Iteration 16Q: 3 clusters Score -1502683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1502739.000000 Penalty: 4724.619629
	Iteration 17Q: 3 clusters Score -1502739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1502799.750000 Penalty: 4724.619629
	Iteration 18Q: 3 clusters Score -1502800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1502840.875000 Penalty: 4724.619629
	Iteration 19Q: 3 clusters Score -1502841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1502864.500000 Penalty: 4724.619629
	Iteration 20F: 3 clusters Score -1502864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1502880.500000 Penalty: 4724.619629
	Iteration 21Q: 3 clusters Score -1502880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1502899.750000 Penalty: 4724.619629
	Iteration 22Q: 3 clusters Score -1502900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1502916.000000 Penalty: 4724.619629
	Iteration 23Q: 3 clusters Score -1502916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1502920.375000 Penalty: 4724.619629
	Iteration 24Q: 3 clusters Score -1502920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1502928.000000 Penalty: 4724.619629
	Iteration 25Q: 3 clusters Score -1502928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1502934.625000 Penalty: 4724.619629
	Iteration 26Q: 3 clusters Score -1502935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1502938.625000 Penalty: 4724.619629
	Iteration 27Q: 3 clusters Score -1502939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1502941.875000 Penalty: 4724.619629
	Iteration 28Q: 3 clusters Score -1502942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1502943.500000 Penalty: 4724.619629
	Iteration 29Q: 3 clusters Score -1502944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1502944.250000 Penalty: 4724.619629
	Iteration 30Q: 3 clusters Score -1502944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1502954.875000 Penalty: 4724.619629
	Iteration 31Q: 3 clusters Score -1502955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1502958.750000 Penalty: 4724.619629
	Iteration 32Q: 3 clusters Score -1502959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1502957.625000 Penalty: 4724.619629
	Iteration 33Q: 3 clusters Score -1502958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1502962.500000 Penalty: 4724.619629
	Iteration 34Q: 3 clusters Score -1502962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1502961.750000 Penalty: 4724.619629
	Iteration 35Q: 3 clusters Score -1502962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1502972.500000 Penalty: 4724.619629
	Iteration 36Q: 3 clusters Score -1502972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1502976.750000 Penalty: 4724.619629
	Iteration 37Q: 3 clusters Score -1502977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1502979.875000 Penalty: 4724.619629
	Iteration 38Q: 3 clusters Score -1502980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1502982.250000 Penalty: 4724.619629
	Iteration 39Q: 3 clusters Score -1502982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1502986.250000 Penalty: 4724.619629
	Iteration 40F: 3 clusters Score -1502986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1502987.875000 Penalty: 4724.619629
	Iteration 41Q: 3 clusters Score -1502988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1502993.125000 Penalty: 4724.619629
	Iteration 42Q: 3 clusters Score -1502993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1502995.750000 Penalty: 4724.619629
	Iteration 43Q: 3 clusters Score -1502996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1502992.750000 Penalty: 4724.619629
	Iteration 44Q: 3 clusters Score -1502993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1502999.750000 Penalty: 4724.619629
	Iteration 45Q: 3 clusters Score -1503000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1502999.125000 Penalty: 4724.619629
	Iteration 46Q: 3 clusters Score -1502999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1503003.875000 Penalty: 4724.619629
	Iteration 47Q: 3 clusters Score -1503004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1503004.000000 Penalty: 4724.619629
	Iteration 48Q: 3 clusters Score -1503004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1503005.875000 Penalty: 4724.619629
	Iteration 49Q: 3 clusters Score -1503006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1503008.250000 Penalty: 4724.619629
	Iteration 50Q: 3 clusters Score -1503008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1503007.875000 Penalty: 4724.619629
	Iteration 51Q: 3 clusters Score -1503008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1503006.625000 Penalty: 4724.619629
	Iteration 52Q: 3 clusters Score -1503007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1503005.625000 Penalty: 4724.619629
	Iteration 53Q: 3 clusters Score -1503006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1503004.125000 Penalty: 4724.619629
	Iteration 54Q: 3 clusters Score -1503004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1503004.125000 Penalty: 4724.619629
	Iteration 55F: 3 clusters Score -1503004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -681998.437500 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -681998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -676971.875000 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -676971.9 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -678177.375000 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -678177.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -678405.625000 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -678405.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -678560.000000 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -678560 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -678681.562500 Penalty: 4307.295410
	Iteration 4Q: 3 clusters Score -678681.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -678771.250000 Penalty: 4307.295410
	Iteration 5Q: 3 clusters Score -678771.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -678864.125000 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -678864.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -678953.875000 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -678953.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -679031.125000 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -679031.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -679096.937500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -679096.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -679162.625000 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -679162.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -679229.187500 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -679229.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -679285.812500 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -679285.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -679342.250000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -679342.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -679404.312500 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -679404.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -679491.125000 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -679491.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -679576.187500 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -679576.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -679658.125000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -679658.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -679735.250000 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -679735.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -679816.812500 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -679816.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -679892.187500 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -679892.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -679969.250000 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -679969.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -680030.125000 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -680030.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -680083.937500 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -680083.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -680131.812500 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -680131.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -680173.562500 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -680173.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -680220.125000 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -680220.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -680266.750000 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -680266.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -680304.062500 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -680304.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -680339.562500 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -680339.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -680371.000000 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -680371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -680396.812500 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -680396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -680413.312500 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -680413.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -680423.250000 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -680423.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -680432.687500 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -680432.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -680443.750000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -680443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -680452.437500 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -680452.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -680459.000000 Penalty: 4307.295410
	Iteration 37Q: 3 clusters Score -680459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -680467.750000 Penalty: 4307.295410
	Iteration 38Q: 3 clusters Score -680467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -680474.312500 Penalty: 4307.295410
	Iteration 39Q: 3 clusters Score -680474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -680477.875000 Penalty: 4307.295410
	Iteration 40F: 3 clusters Score -680477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -680479.750000 Penalty: 4307.295410
	Iteration 41Q: 3 clusters Score -680479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -680484.750000 Penalty: 4307.295410
	Iteration 42Q: 3 clusters Score -680484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -680489.375000 Penalty: 4307.295410
	Iteration 43Q: 3 clusters Score -680489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -680492.500000 Penalty: 4307.295410
	Iteration 44Q: 3 clusters Score -680492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -680493.187500 Penalty: 4307.295410
	Iteration 45Q: 3 clusters Score -680493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -680493.187500 Penalty: 4307.295410
	Iteration 46F: 3 clusters Score -680493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Entering Unmasked Estep 
Score: -1969742.750000 Penalty: 2382.961182
	Iteration 0F: 2 clusters Score -1969743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1958954.875000 Penalty: 4765.922363
	Iteration 0F: 3 clusters Score -1958955 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1962284.125000 Penalty: 4765.922363
	Iteration 1F: 3 clusters Score -1962284 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1962628.625000 Penalty: 4765.922363
	Iteration 2F: 3 clusters Score -1962629 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1962940.250000 Penalty: 4765.922363
	Iteration 3F: 3 clusters Score -1962940 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1963202.625000 Penalty: 4765.922363
	Iteration 4Q: 3 clusters Score -1963203 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1963449.250000 Penalty: 4765.922363
	Iteration 5Q: 3 clusters Score -1963449 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1963706.500000 Penalty: 4765.922363
	Iteration 6Q: 3 clusters Score -1963706 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1964026.125000 Penalty: 4765.922363
	Iteration 7Q: 3 clusters Score -1964026 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1964424.250000 Penalty: 4765.922363
	Iteration 8Q: 3 clusters Score -1964424 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1964903.500000 Penalty: 4765.922363
	Iteration 9Q: 3 clusters Score -1964904 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1965445.500000 Penalty: 4765.922363
	Iteration 10F: 3 clusters Score -1965446 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1966039.500000 Penalty: 4765.922363
	Iteration 11Q: 3 clusters Score -1966040 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1966551.000000 Penalty: 4765.922363
	Iteration 12Q: 3 clusters Score -1966551 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1966961.625000 Penalty: 4765.922363
	Iteration 13Q: 3 clusters Score -1966962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1967222.875000 Penalty: 4765.922363
	Iteration 14Q: 3 clusters Score -1967223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1967425.000000 Penalty: 4765.922363
	Iteration 15Q: 3 clusters Score -1967425 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1967520.875000 Penalty: 4765.922363
	Iteration 16Q: 3 clusters Score -1967521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1967566.750000 Penalty: 4765.922363
	Iteration 17Q: 3 clusters Score -1967567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1967595.625000 Penalty: 4765.922363
	Iteration 18Q: 3 clusters Score -1967596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1967609.000000 Penalty: 4765.922363
	Iteration 19Q: 3 clusters Score -1967609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1967624.875000 Penalty: 4765.922363
	Iteration 20F: 3 clusters Score -1967625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1967634.875000 Penalty: 4765.922363
	Iteration 21Q: 3 clusters Score -1967635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1967634.625000 Penalty: 4765.922363
	Iteration 22Q: 3 clusters Score -1967635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1967636.625000 Penalty: 4765.922363
	Iteration 23Q: 3 clusters Score -1967637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1967641.250000 Penalty: 4765.922363
	Iteration 24Q: 3 clusters Score -1967641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1967639.875000 Penalty: 4765.922363
	Iteration 25Q: 3 clusters Score -1967640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1967639.875000 Penalty: 4765.922363
	Iteration 26F: 3 clusters Score -1967640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -1501129.375000 Penalty: 2326.135010
	Iteration 0F: 2 clusters Score -1501129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1492343.125000 Penalty: 4652.270020
	Iteration 0F: 3 clusters Score -1492343 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1494999.875000 Penalty: 4652.270020
	Iteration 1F: 3 clusters Score -1495000 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1495308.125000 Penalty: 4652.270020
	Iteration 2F: 3 clusters Score -1495308 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1495533.500000 Penalty: 4652.270020
	Iteration 3Q: 3 clusters Score -1495534 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1495706.375000 Penalty: 4652.270020
	Iteration 4Q: 3 clusters Score -1495706 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1495846.125000 Penalty: 4652.270020
	Iteration 5Q: 3 clusters Score -1495846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1495957.750000 Penalty: 4652.270020
	Iteration 6Q: 3 clusters Score -1495958 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1496063.500000 Penalty: 4652.270020
	Iteration 7Q: 3 clusters Score -1496064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1496149.375000 Penalty: 4652.270020
	Iteration 8Q: 3 clusters Score -1496149 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1496244.875000 Penalty: 4652.270020
	Iteration 9Q: 3 clusters Score -1496245 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1496332.500000 Penalty: 4652.270020
	Iteration 10Q: 3 clusters Score -1496332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1496428.500000 Penalty: 4652.270020
	Iteration 11Q: 3 clusters Score -1496428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1496527.500000 Penalty: 4652.270020
	Iteration 12Q: 3 clusters Score -1496528 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1496632.500000 Penalty: 4652.270020
	Iteration 13Q: 3 clusters Score -1496632 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1496764.750000 Penalty: 4652.270020
	Iteration 14Q: 3 clusters Score -1496765 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1496902.250000 Penalty: 4652.270020
	Iteration 15Q: 3 clusters Score -1496902 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1497046.250000 Penalty: 4652.270020
	Iteration 16Q: 3 clusters Score -1497046 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1497203.375000 Penalty: 4652.270020
	Iteration 17Q: 3 clusters Score -1497203 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1497373.875000 Penalty: 4652.270020
	Iteration 18Q: 3 clusters Score -1497374 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1497544.750000 Penalty: 4652.270020
	Iteration 19Q: 3 clusters Score -1497545 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1497726.125000 Penalty: 4652.270020
	Iteration 20F: 3 clusters Score -1497726 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1497917.500000 Penalty: 4652.270020
	Iteration 21Q: 3 clusters Score -1497918 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1498100.875000 Penalty: 4652.270020
	Iteration 22Q: 3 clusters Score -1498101 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1498290.875000 Penalty: 4652.270020
	Iteration 23Q: 3 clusters Score -1498291 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1498463.875000 Penalty: 4652.270020
	Iteration 24Q: 3 clusters Score -1498464 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1498634.375000 Penalty: 4652.270020
	Iteration 25Q: 3 clusters Score -1498634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1498754.000000 Penalty: 4652.270020
	Iteration 26Q: 3 clusters Score -1498754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1498864.875000 Penalty: 4652.270020
	Iteration 27Q: 3 clusters Score -1498865 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1498942.000000 Penalty: 4652.270020
	Iteration 28Q: 3 clusters Score -1498942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1498995.625000 Penalty: 4652.270020
	Iteration 29Q: 3 clusters Score -1498996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1499028.125000 Penalty: 4652.270020
	Iteration 30Q: 3 clusters Score -1499028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1499051.000000 Penalty: 4652.270020
	Iteration 31Q: 3 clusters Score -1499051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1499085.375000 Penalty: 4652.270020
	Iteration 32Q: 3 clusters Score -1499085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1499116.250000 Penalty: 4652.270020
	Iteration 33Q: 3 clusters Score -1499116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1499130.875000 Penalty: 4652.270020
	Iteration 34Q: 3 clusters Score -1499131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1499145.500000 Penalty: 4652.270020
	Iteration 35Q: 3 clusters Score -1499146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1499148.625000 Penalty: 4652.270020
	Iteration 36Q: 3 clusters Score -1499149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1499158.875000 Penalty: 4652.270020
	Iteration 37Q: 3 clusters Score -1499159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1499168.750000 Penalty: 4652.270020
	Iteration 38Q: 3 clusters Score -1499169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1499176.375000 Penalty: 4652.270020
	Iteration 39Q: 3 clusters Score -1499176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1499177.750000 Penalty: 4652.270020
	Iteration 40F: 3 clusters Score -1499178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1499178.500000 Penalty: 4652.270020
	Iteration 41Q: 3 clusters Score -1499178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1499182.125000 Penalty: 4652.270020
	Iteration 42Q: 3 clusters Score -1499182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1499185.125000 Penalty: 4652.270020
	Iteration 43Q: 3 clusters Score -1499185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1499184.375000 Penalty: 4652.270020
	Iteration 44Q: 3 clusters Score -1499184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1499185.250000 Penalty: 4652.270020
	Iteration 45Q: 3 clusters Score -1499185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1499186.875000 Penalty: 4652.270020
	Iteration 46Q: 3 clusters Score -1499187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1499193.625000 Penalty: 4652.270020
	Iteration 47Q: 3 clusters Score -1499194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1499195.250000 Penalty: 4652.270020
	Iteration 48Q: 3 clusters Score -1499195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1499198.875000 Penalty: 4652.270020
	Iteration 49Q: 3 clusters Score -1499199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1499197.500000 Penalty: 4652.270020
	Iteration 50Q: 3 clusters Score -1499198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1499199.375000 Penalty: 4652.270020
	Iteration 51Q: 3 clusters Score -1499199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1499199.375000 Penalty: 4652.270020
	Iteration 52F: 3 clusters Score -1499199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Entering Unmasked Estep 
Score: -1503720.125000 Penalty: 2326.072021
	Iteration 0F: 2 clusters Score -1503720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1494832.125000 Penalty: 4652.144043
	Iteration 0F: 3 clusters Score -1494832 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1497442.000000 Penalty: 4652.144043
	Iteration 1F: 3 clusters Score -1497442 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1497792.875000 Penalty: 4652.144043
	Iteration 2F: 3 clusters Score -1497793 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1498078.625000 Penalty: 4652.144043
	Iteration 3F: 3 clusters Score -1498079 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1498382.500000 Penalty: 4652.144043
	Iteration 4F: 3 clusters Score -1498382 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1498691.375000 Penalty: 4652.144043
	Iteration 5Q: 3 clusters Score -1498691 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1499065.375000 Penalty: 4652.144043
	Iteration 6F: 3 clusters Score -1499065 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1499516.250000 Penalty: 4652.144043
	Iteration 7F: 3 clusters Score -1499516 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1499984.125000 Penalty: 4652.144043
	Iteration 8F: 3 clusters Score -1499984 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1500387.250000 Penalty: 4652.144043
	Iteration 9Q: 3 clusters Score -1500387 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1500785.750000 Penalty: 4652.144043
	Iteration 10Q: 3 clusters Score -1500786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1501150.000000 Penalty: 4652.144043
	Iteration 11Q: 3 clusters Score -1501150 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1501412.750000 Penalty: 4652.144043
	Iteration 12Q: 3 clusters Score -1501413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1501570.250000 Penalty: 4652.144043
	Iteration 13Q: 3 clusters Score -1501570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1501646.375000 Penalty: 4652.144043
	Iteration 14Q: 3 clusters Score -1501646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1501702.125000 Penalty: 4652.144043
	Iteration 15Q: 3 clusters Score -1501702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1501732.250000 Penalty: 4652.144043
	Iteration 16Q: 3 clusters Score -1501732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1501763.375000 Penalty: 4652.144043
	Iteration 17Q: 3 clusters Score -1501763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1501787.750000 Penalty: 4652.144043
	Iteration 18Q: 3 clusters Score -1501788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1501810.375000 Penalty: 4652.144043
	Iteration 19Q: 3 clusters Score -1501810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1501818.750000 Penalty: 4652.144043
	Iteration 20F: 3 clusters Score -1501819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1501832.000000 Penalty: 4652.144043
	Iteration 21Q: 3 clusters Score -1501832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1501843.500000 Penalty: 4652.144043
	Iteration 22Q: 3 clusters Score -1501844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1501845.125000 Penalty: 4652.144043
	Iteration 23Q: 3 clusters Score -1501845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1501850.000000 Penalty: 4652.144043
	Iteration 24Q: 3 clusters Score -1501850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1501851.500000 Penalty: 4652.144043
	Iteration 25Q: 3 clusters Score -1501852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1501856.750000 Penalty: 4652.144043
	Iteration 26Q: 3 clusters Score -1501857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1501859.125000 Penalty: 4652.144043
	Iteration 27Q: 3 clusters Score -1501859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1501859.625000 Penalty: 4652.144043
	Iteration 28Q: 3 clusters Score -1501860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1501865.750000 Penalty: 4652.144043
	Iteration 29Q: 3 clusters Score -1501866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1501867.750000 Penalty: 4652.144043
	Iteration 30Q: 3 clusters Score -1501868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1501866.875000 Penalty: 4652.144043
	Iteration 31Q: 3 clusters Score -1501867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1501869.250000 Penalty: 4652.144043
	Iteration 32Q: 3 clusters Score -1501869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1501869.250000 Penalty: 4652.144043
	Iteration 33F: 3 clusters Score -1501869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Entering Unmasked Estep 
Score: -7035305.500000 Penalty: 2700.658691
	Iteration 0F: 2 clusters Score -7035306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6999317.500000 Penalty: 5401.317383
	Iteration 0F: 3 clusters Score -6999318 nChanged 24912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -7013078.000000 Penalty: 5401.317383
	Iteration 1F: 3 clusters Score -7013078 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7013671.500000 Penalty: 5401.317383
	Iteration 2Q: 3 clusters Score -7013672 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7014316.000000 Penalty: 5401.317383
	Iteration 3Q: 3 clusters Score -7014316 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -7015074.500000 Penalty: 5401.317383
	Iteration 4Q: 3 clusters Score -7015074 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7016101.000000 Penalty: 5401.317383
	Iteration 5Q: 3 clusters Score -7016101 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7017419.000000 Penalty: 5401.317383
	Iteration 6Q: 3 clusters Score -7017419 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -7019209.500000 Penalty: 5401.317383
	Iteration 7F: 3 clusters Score -7019210 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -7021886.500000 Penalty: 5401.317383
	Iteration 8F: 3 clusters Score -7021886 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7025099.000000 Penalty: 5401.317383
	Iteration 9F: 3 clusters Score -7025099 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -7027712.000000 Penalty: 5401.317383
	Iteration 10F: 3 clusters Score -7027712 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -7029335.500000 Penalty: 5401.317383
	Iteration 11F: 3 clusters Score -7029336 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -7030048.500000 Penalty: 5401.317383
	Iteration 12Q: 3 clusters Score -7030048 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -7030338.500000 Penalty: 5401.317383
	Iteration 13Q: 3 clusters Score -7030338 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7030474.500000 Penalty: 5401.317383
	Iteration 14Q: 3 clusters Score -7030474 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -7030522.500000 Penalty: 5401.317383
	Iteration 15Q: 3 clusters Score -7030522 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -7030599.000000 Penalty: 5401.317383
	Iteration 16Q: 3 clusters Score -7030599 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7030630.500000 Penalty: 5401.317383
	Iteration 17Q: 3 clusters Score -7030630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -7030653.500000 Penalty: 5401.317383
	Iteration 18Q: 3 clusters Score -7030654 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -7030710.500000 Penalty: 5401.317383
	Iteration 19Q: 3 clusters Score -7030710 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -7030743.000000 Penalty: 5401.317383
	Iteration 20F: 3 clusters Score -7030743 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7030804.000000 Penalty: 5401.317383
	Iteration 21Q: 3 clusters Score -7030804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -7030881.000000 Penalty: 5401.317383
	Iteration 22Q: 3 clusters Score -7030881 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -7030955.500000 Penalty: 5401.317383
	Iteration 23Q: 3 clusters Score -7030956 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7031061.500000 Penalty: 5401.317383
	Iteration 24Q: 3 clusters Score -7031062 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7031207.500000 Penalty: 5401.317383
	Iteration 25Q: 3 clusters Score -7031208 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -7031385.500000 Penalty: 5401.317383
	Iteration 26Q: 3 clusters Score -7031386 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7031554.500000 Penalty: 5401.317383
	Iteration 27Q: 3 clusters Score -7031554 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -7031771.000000 Penalty: 5401.317383
	Iteration 28Q: 3 clusters Score -7031771 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -7031939.500000 Penalty: 5401.317383
	Iteration 29Q: 3 clusters Score -7031940 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -7032144.500000 Penalty: 5401.317383
	Iteration 30Q: 3 clusters Score -7032144 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7032411.500000 Penalty: 5401.317383
	Iteration 31Q: 3 clusters Score -7032412 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7032676.000000 Penalty: 5401.317383
	Iteration 32Q: 3 clusters Score -7032676 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7032977.500000 Penalty: 5401.317383
	Iteration 33Q: 3 clusters Score -7032978 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7033324.000000 Penalty: 5401.317383
	Iteration 34Q: 3 clusters Score -7033324 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7033700.500000 Penalty: 5401.317383
	Iteration 35Q: 3 clusters Score -7033700 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7034084.000000 Penalty: 5401.317383
	Iteration 36Q: 3 clusters Score -7034084 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7034396.500000 Penalty: 5401.317383
	Iteration 37Q: 3 clusters Score -7034396 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -7034622.000000 Penalty: 5401.317383
	Iteration 38Q: 3 clusters Score -7034622 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -7034792.500000 Penalty: 5401.317383
	Iteration 39Q: 3 clusters Score -7034792 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7034905.000000 Penalty: 5401.317383
	Iteration 40F: 3 clusters Score -7034905 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7035012.000000 Penalty: 5401.317383
	Iteration 41Q: 3 clusters Score -7035012 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -7035102.500000 Penalty: 5401.317383
	Iteration 42Q: 3 clusters Score -7035102 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7035155.000000 Penalty: 5401.317383
	Iteration 43Q: 3 clusters Score -7035155 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -7035173.000000 Penalty: 5401.317383
	Iteration 44Q: 3 clusters Score -7035173 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -7035211.500000 Penalty: 5401.317383
	Iteration 45Q: 3 clusters Score -7035212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -7035226.500000 Penalty: 5401.317383
	Iteration 46Q: 3 clusters Score -7035226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -7035251.500000 Penalty: 5401.317383
	Iteration 47Q: 3 clusters Score -7035252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7035263.000000 Penalty: 5401.317383
	Iteration 48Q: 3 clusters Score -7035263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -7035295.000000 Penalty: 5401.317383
	Iteration 49Q: 3 clusters Score -7035295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -7035296.000000 Penalty: 5401.317383
	Iteration 50Q: 3 clusters Score -7035296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -7035286.000000 Penalty: 5401.317383
	Iteration 51Q: 3 clusters Score -7035286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -7035302.000000 Penalty: 5401.317383
	Iteration 52Q: 3 clusters Score -7035302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -7035305.500000 Penalty: 5401.317383
	Iteration 53Q: 3 clusters Score -7035306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -7035308.500000 Penalty: 5401.317383
	Iteration 54Q: 3 clusters Score -7035308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -7035308.000000 Penalty: 5401.317383
	Iteration 55Q: 3 clusters Score -7035308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -7035308.500000 Penalty: 5401.317383
	Iteration 56Q: 3 clusters Score -7035308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -7035305.000000 Penalty: 5401.317383
	Iteration 57Q: 3 clusters Score -7035305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -7035297.500000 Penalty: 5401.317383
	Iteration 58Q: 3 clusters Score -7035298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -7035310.500000 Penalty: 5401.317383
	Iteration 59Q: 3 clusters Score -7035310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -7035314.500000 Penalty: 5401.317383
	Iteration 60F: 3 clusters Score -7035314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7035313.000000 Penalty: 5401.317383
	Iteration 61Q: 3 clusters Score -7035313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -7035317.000000 Penalty: 5401.317383
	Iteration 62Q: 3 clusters Score -7035317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -7035316.500000 Penalty: 5401.317383
	Iteration 63Q: 3 clusters Score -7035316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -7035320.500000 Penalty: 5401.317383
	Iteration 64Q: 3 clusters Score -7035320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -7035328.000000 Penalty: 5401.317383
	Iteration 65Q: 3 clusters Score -7035328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -7035326.500000 Penalty: 5401.317383
	Iteration 66Q: 3 clusters Score -7035326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -7035328.500000 Penalty: 5401.317383
	Iteration 67Q: 3 clusters Score -7035328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -7035323.500000 Penalty: 5401.317383
	Iteration 68Q: 3 clusters Score -7035324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -7035322.000000 Penalty: 5401.317383
	Iteration 69Q: 3 clusters Score -7035322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -7035323.500000 Penalty: 5401.317383
	Iteration 70Q: 3 clusters Score -7035324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -7035323.500000 Penalty: 5401.317383
	Iteration 71F: 3 clusters Score -7035324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 43438 members 
Entering Unmasked Estep 
Score: -104955904.000000 Penalty: 118401.421875
Splitting cluster 22 changes total score from -104955976.000000 to -104955904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Entering Unmasked Estep 
Score: -2459701.250000 Penalty: 2447.280762
	Iteration 0F: 2 clusters Score -2459701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2446187.250000 Penalty: 4894.561523
	Iteration 0F: 3 clusters Score -2446187 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2450645.250000 Penalty: 4894.561523
	Iteration 1F: 3 clusters Score -2450645 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2451178.000000 Penalty: 4894.561523
	Iteration 2F: 3 clusters Score -2451178 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2451815.000000 Penalty: 4894.561523
	Iteration 3F: 3 clusters Score -2451815 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2452697.500000 Penalty: 4894.561523
	Iteration 4F: 3 clusters Score -2452698 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2453789.000000 Penalty: 4894.561523
	Iteration 5F: 3 clusters Score -2453789 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2454925.000000 Penalty: 4894.561523
	Iteration 6F: 3 clusters Score -2454925 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2455936.000000 Penalty: 4894.561523
	Iteration 7F: 3 clusters Score -2455936 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2456738.750000 Penalty: 4894.561523
	Iteration 8F: 3 clusters Score -2456739 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2457370.250000 Penalty: 4894.561523
	Iteration 9Q: 3 clusters Score -2457370 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2457867.000000 Penalty: 4894.561523
	Iteration 10Q: 3 clusters Score -2457867 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2458193.500000 Penalty: 4894.561523
	Iteration 11Q: 3 clusters Score -2458194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2458389.750000 Penalty: 4894.561523
	Iteration 12Q: 3 clusters Score -2458390 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2458506.750000 Penalty: 4894.561523
	Iteration 13Q: 3 clusters Score -2458507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2458598.500000 Penalty: 4894.561523
	Iteration 14Q: 3 clusters Score -2458598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2458666.500000 Penalty: 4894.561523
	Iteration 15Q: 3 clusters Score -2458666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2458709.750000 Penalty: 4894.561523
	Iteration 16Q: 3 clusters Score -2458710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2458749.250000 Penalty: 4894.561523
	Iteration 17Q: 3 clusters Score -2458749 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2458777.000000 Penalty: 4894.561523
	Iteration 18Q: 3 clusters Score -2458777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2458804.000000 Penalty: 4894.561523
	Iteration 19Q: 3 clusters Score -2458804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2458820.500000 Penalty: 4894.561523
	Iteration 20F: 3 clusters Score -2458820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2458816.750000 Penalty: 4894.561523
	Iteration 21Q: 3 clusters Score -2458817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2458826.750000 Penalty: 4894.561523
	Iteration 22Q: 3 clusters Score -2458827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2458834.250000 Penalty: 4894.561523
	Iteration 23Q: 3 clusters Score -2458834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2458841.500000 Penalty: 4894.561523
	Iteration 24Q: 3 clusters Score -2458842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2458841.000000 Penalty: 4894.561523
	Iteration 25Q: 3 clusters Score -2458841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2458846.750000 Penalty: 4894.561523
	Iteration 26Q: 3 clusters Score -2458847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2458850.000000 Penalty: 4894.561523
	Iteration 27Q: 3 clusters Score -2458850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2458853.750000 Penalty: 4894.561523
	Iteration 28Q: 3 clusters Score -2458854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2458849.500000 Penalty: 4894.561523
	Iteration 29Q: 3 clusters Score -2458850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2458848.250000 Penalty: 4894.561523
	Iteration 30Q: 3 clusters Score -2458848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2458849.000000 Penalty: 4894.561523
	Iteration 31Q: 3 clusters Score -2458849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2458854.000000 Penalty: 4894.561523
	Iteration 32Q: 3 clusters Score -2458854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2458854.000000 Penalty: 4894.561523
	Iteration 33Q: 3 clusters Score -2458854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2458850.000000 Penalty: 4894.561523
	Iteration 34Q: 3 clusters Score -2458850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2458850.000000 Penalty: 4894.561523
	Iteration 35F: 3 clusters Score -2458850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Entering Unmasked Estep 
Score: -5680702.000000 Penalty: 2655.039062
	Iteration 0F: 2 clusters Score -5680702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5650640.000000 Penalty: 5310.078125
	Iteration 0F: 3 clusters Score -5650640 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5661719.500000 Penalty: 5310.078125
	Iteration 1F: 3 clusters Score -5661720 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5662185.500000 Penalty: 5310.078125
	Iteration 2Q: 3 clusters Score -5662186 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5662618.000000 Penalty: 5310.078125
	Iteration 3Q: 3 clusters Score -5662618 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5663121.000000 Penalty: 5310.078125
	Iteration 4Q: 3 clusters Score -5663121 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -5663778.000000 Penalty: 5310.078125
	Iteration 5Q: 3 clusters Score -5663778 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5664666.000000 Penalty: 5310.078125
	Iteration 6Q: 3 clusters Score -5664666 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5666179.000000 Penalty: 5310.078125
	Iteration 7F: 3 clusters Score -5666179 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -5668648.500000 Penalty: 5310.078125
	Iteration 8F: 3 clusters Score -5668648 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5671984.500000 Penalty: 5310.078125
	Iteration 9F: 3 clusters Score -5671984 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5675336.500000 Penalty: 5310.078125
	Iteration 10F: 3 clusters Score -5675336 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5677508.000000 Penalty: 5310.078125
	Iteration 11Q: 3 clusters Score -5677508 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5678444.000000 Penalty: 5310.078125
	Iteration 12Q: 3 clusters Score -5678444 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5678748.500000 Penalty: 5310.078125
	Iteration 13Q: 3 clusters Score -5678748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5678848.500000 Penalty: 5310.078125
	Iteration 14Q: 3 clusters Score -5678848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5678894.000000 Penalty: 5310.078125
	Iteration 15Q: 3 clusters Score -5678894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5678933.500000 Penalty: 5310.078125
	Iteration 16Q: 3 clusters Score -5678934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5678954.000000 Penalty: 5310.078125
	Iteration 17Q: 3 clusters Score -5678954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5678952.500000 Penalty: 5310.078125
	Iteration 18Q: 3 clusters Score -5678952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5678957.000000 Penalty: 5310.078125
	Iteration 19Q: 3 clusters Score -5678957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5678970.500000 Penalty: 5310.078125
	Iteration 20F: 3 clusters Score -5678970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5678969.500000 Penalty: 5310.078125
	Iteration 21Q: 3 clusters Score -5678970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5678969.500000 Penalty: 5310.078125
	Iteration 22F: 3 clusters Score -5678970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -999905.250000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -999905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -993421.062500 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -993421.1 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -995445.750000 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -995445.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -996240.812500 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -996240.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -997055.562500 Penalty: 4470.259766
	Iteration 3F: 3 clusters Score -997055.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -997610.625000 Penalty: 4470.259766
	Iteration 4F: 3 clusters Score -997610.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -997998.062500 Penalty: 4470.259766
	Iteration 5F: 3 clusters Score -997998.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -998225.375000 Penalty: 4470.259766
	Iteration 6Q: 3 clusters Score -998225.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -998343.625000 Penalty: 4470.259766
	Iteration 7Q: 3 clusters Score -998343.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -998417.937500 Penalty: 4470.259766
	Iteration 8Q: 3 clusters Score -998417.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -998468.812500 Penalty: 4470.259766
	Iteration 9Q: 3 clusters Score -998468.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -998502.687500 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -998502.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -998517.687500 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -998517.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -998533.875000 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -998533.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -998547.500000 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -998547.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -998556.250000 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -998556.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -998566.437500 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -998566.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -998572.812500 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -998572.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -998576.312500 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -998576.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -998581.750000 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -998581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -998585.625000 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -998585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -998588.500000 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -998588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -998592.625000 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -998592.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -998595.000000 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -998595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -998598.125000 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -998598.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -998602.875000 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -998602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -998606.375000 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -998606.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -998611.812500 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -998611.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -998616.187500 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -998616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -998618.875000 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -998618.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -998620.187500 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -998620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -998623.812500 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -998623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -998628.687500 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -998628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -998629.062500 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -998629.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -998631.937500 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -998631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -998635.125000 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -998635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -998634.125000 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -998634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -998635.375000 Penalty: 4470.259766
	Iteration 36Q: 3 clusters Score -998635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -998637.062500 Penalty: 4470.259766
	Iteration 37Q: 3 clusters Score -998637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -998638.812500 Penalty: 4470.259766
	Iteration 38Q: 3 clusters Score -998638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -998640.125000 Penalty: 4470.259766
	Iteration 39Q: 3 clusters Score -998640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -998640.187500 Penalty: 4470.259766
	Iteration 40F: 3 clusters Score -998640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -998641.375000 Penalty: 4470.259766
	Iteration 41Q: 3 clusters Score -998641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -998641.375000 Penalty: 4470.259766
	Iteration 42Q: 3 clusters Score -998641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -998642.062500 Penalty: 4470.259766
	Iteration 43Q: 3 clusters Score -998642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -998643.312500 Penalty: 4470.259766
	Iteration 44Q: 3 clusters Score -998643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -998644.750000 Penalty: 4470.259766
	Iteration 45Q: 3 clusters Score -998644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -998642.750000 Penalty: 4470.259766
	Iteration 46Q: 3 clusters Score -998642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -998642.750000 Penalty: 4470.259766
	Iteration 47Q: 3 clusters Score -998642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -998646.937500 Penalty: 4470.259766
	Iteration 48Q: 3 clusters Score -998646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -998649.500000 Penalty: 4470.259766
	Iteration 49Q: 3 clusters Score -998649.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -998650.687500 Penalty: 4470.259766
	Iteration 50Q: 3 clusters Score -998650.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -998652.812500 Penalty: 4470.259766
	Iteration 51Q: 3 clusters Score -998652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -998653.937500 Penalty: 4470.259766
	Iteration 52Q: 3 clusters Score -998653.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -998657.812500 Penalty: 4470.259766
	Iteration 53Q: 3 clusters Score -998657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -998658.312500 Penalty: 4470.259766
	Iteration 54Q: 3 clusters Score -998658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -998661.125000 Penalty: 4470.259766
	Iteration 55Q: 3 clusters Score -998661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -998662.875000 Penalty: 4470.259766
	Iteration 56Q: 3 clusters Score -998662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -998661.562500 Penalty: 4470.259766
	Iteration 57Q: 3 clusters Score -998661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -998662.125000 Penalty: 4470.259766
	Iteration 58Q: 3 clusters Score -998662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -998661.312500 Penalty: 4470.259766
	Iteration 59Q: 3 clusters Score -998661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -998660.750000 Penalty: 4470.259766
	Iteration 60F: 3 clusters Score -998660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -998662.750000 Penalty: 4470.259766
	Iteration 61Q: 3 clusters Score -998662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -998663.750000 Penalty: 4470.259766
	Iteration 62Q: 3 clusters Score -998663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -998663.312500 Penalty: 4470.259766
	Iteration 63Q: 3 clusters Score -998663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -998661.750000 Penalty: 4470.259766
	Iteration 64Q: 3 clusters Score -998661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -998663.250000 Penalty: 4470.259766
	Iteration 65Q: 3 clusters Score -998663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -998665.000000 Penalty: 4470.259766
	Iteration 66Q: 3 clusters Score -998665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -998664.500000 Penalty: 4470.259766
	Iteration 67Q: 3 clusters Score -998664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -998665.312500 Penalty: 4470.259766
	Iteration 68Q: 3 clusters Score -998665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -998665.937500 Penalty: 4470.259766
	Iteration 69Q: 3 clusters Score -998665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -998667.625000 Penalty: 4470.259766
	Iteration 70Q: 3 clusters Score -998667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -998667.687500 Penalty: 4470.259766
	Iteration 71Q: 3 clusters Score -998667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -998669.375000 Penalty: 4470.259766
	Iteration 72Q: 3 clusters Score -998669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -998669.562500 Penalty: 4470.259766
	Iteration 73Q: 3 clusters Score -998669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -998669.562500 Penalty: 4470.259766
	Iteration 74F: 3 clusters Score -998669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43592.980469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -43592.98 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 198 members 
Entering Unmasked Estep 
Score: -42180.328125 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -42180.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42439.414062 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -42439.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42554.433594 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -42554.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42660.917969 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -42660.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42700.355469 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -42700.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42731.097656 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -42731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42756.363281 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -42756.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42807.812500 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -42807.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42843.367188 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -42843.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42859.191406 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -42859.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42892.625000 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -42892.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42916.867188 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -42916.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42924.648438 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -42924.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42942.542969 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -42942.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42957.843750 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -42957.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42994.402344 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -42994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43041.316406 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -43041.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43074.062500 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -43074.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43090.648438 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -43090.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43170.257812 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -43170.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43178.484375 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -43178.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43181.082031 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -43181.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43186.335938 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -43186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43189.558594 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -43189.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43189.558594 Penalty: 3012.230225
	Iteration 24F: 3 clusters Score -43189.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -68899.921875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -68899.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67310.656250 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67310.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67611.390625 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67611.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67807.148438 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67807.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67978.585938 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -67978.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68207.312500 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -68207.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68366.156250 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68366.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68465.304688 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68465.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68524.789062 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68524.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68617.187500 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68617.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68812.882812 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68812.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68948.382812 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68948.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69030.335938 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -69030.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69068.687500 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -69068.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69081.367188 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -69081.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69090.882812 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -69090.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69094.375000 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -69094.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69096.632812 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -69096.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69100.562500 Penalty: 3177.812500
	Iteration 17F: 3 clusters Score -69100.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69105.812500 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -69105.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69109.390625 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -69109.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69111.414062 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -69111.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 270 members 
Entering Unmasked Estep 
Score: -104954360.000000 Penalty: 118401.421875
Splitting cluster 27 changes total score from -104955976.000000 to -104954360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1723150.250000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1723150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1713052.625000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1713053 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1716131.625000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1716132 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1716510.500000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1716510 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1716844.875000 Penalty: 4729.912109
	Iteration 3Q: 3 clusters Score -1716845 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1717152.750000 Penalty: 4729.912109
	Iteration 4Q: 3 clusters Score -1717153 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1717429.750000 Penalty: 4729.912109
	Iteration 5Q: 3 clusters Score -1717430 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1717695.000000 Penalty: 4729.912109
	Iteration 6Q: 3 clusters Score -1717695 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1717956.500000 Penalty: 4729.912109
	Iteration 7Q: 3 clusters Score -1717956 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1718234.625000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1718235 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1718506.000000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1718506 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1718810.375000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1718810 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1719105.875000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1719106 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1719407.125000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1719407 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1719704.375000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1719704 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1719984.250000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1719984 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1720193.750000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1720194 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1720386.875000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1720387 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1720567.875000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1720568 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1720714.875000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1720715 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1720835.875000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1720836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1720938.250000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1720938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1721089.000000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1721089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1721206.875000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1721207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1721299.125000 Penalty: 4729.912109
	Iteration 23Q: 3 clusters Score -1721299 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1721385.000000 Penalty: 4729.912109
	Iteration 24Q: 3 clusters Score -1721385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1721457.875000 Penalty: 4729.912109
	Iteration 25Q: 3 clusters Score -1721458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1721510.000000 Penalty: 4729.912109
	Iteration 26Q: 3 clusters Score -1721510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1721566.625000 Penalty: 4729.912109
	Iteration 27Q: 3 clusters Score -1721567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1721597.750000 Penalty: 4729.912109
	Iteration 28Q: 3 clusters Score -1721598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1721630.000000 Penalty: 4729.912109
	Iteration 29Q: 3 clusters Score -1721630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1721654.000000 Penalty: 4729.912109
	Iteration 30Q: 3 clusters Score -1721654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1721677.000000 Penalty: 4729.912109
	Iteration 31Q: 3 clusters Score -1721677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1721687.875000 Penalty: 4729.912109
	Iteration 32Q: 3 clusters Score -1721688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1721703.250000 Penalty: 4729.912109
	Iteration 33Q: 3 clusters Score -1721703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1721720.750000 Penalty: 4729.912109
	Iteration 34Q: 3 clusters Score -1721721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1721735.625000 Penalty: 4729.912109
	Iteration 35Q: 3 clusters Score -1721736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1721748.250000 Penalty: 4729.912109
	Iteration 36Q: 3 clusters Score -1721748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1721748.625000 Penalty: 4729.912109
	Iteration 37Q: 3 clusters Score -1721749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1721753.000000 Penalty: 4729.912109
	Iteration 38Q: 3 clusters Score -1721753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1721754.500000 Penalty: 4729.912109
	Iteration 39Q: 3 clusters Score -1721754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1721758.375000 Penalty: 4729.912109
	Iteration 40F: 3 clusters Score -1721758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1721762.250000 Penalty: 4729.912109
	Iteration 41Q: 3 clusters Score -1721762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1721765.000000 Penalty: 4729.912109
	Iteration 42Q: 3 clusters Score -1721765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1721770.875000 Penalty: 4729.912109
	Iteration 43Q: 3 clusters Score -1721771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1721774.500000 Penalty: 4729.912109
	Iteration 44Q: 3 clusters Score -1721774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1721779.500000 Penalty: 4729.912109
	Iteration 45Q: 3 clusters Score -1721780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1721778.875000 Penalty: 4729.912109
	Iteration 46Q: 3 clusters Score -1721779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1721784.500000 Penalty: 4729.912109
	Iteration 47Q: 3 clusters Score -1721784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1721787.875000 Penalty: 4729.912109
	Iteration 48Q: 3 clusters Score -1721788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1721786.750000 Penalty: 4729.912109
	Iteration 49Q: 3 clusters Score -1721787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1721789.125000 Penalty: 4729.912109
	Iteration 50Q: 3 clusters Score -1721789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1721791.875000 Penalty: 4729.912109
	Iteration 51Q: 3 clusters Score -1721792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1721802.125000 Penalty: 4729.912109
	Iteration 52Q: 3 clusters Score -1721802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1721803.875000 Penalty: 4729.912109
	Iteration 53Q: 3 clusters Score -1721804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1721805.250000 Penalty: 4729.912109
	Iteration 54Q: 3 clusters Score -1721805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1721809.125000 Penalty: 4729.912109
	Iteration 55Q: 3 clusters Score -1721809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1721810.375000 Penalty: 4729.912109
	Iteration 56Q: 3 clusters Score -1721810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1721813.250000 Penalty: 4729.912109
	Iteration 57Q: 3 clusters Score -1721813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1721812.875000 Penalty: 4729.912109
	Iteration 58Q: 3 clusters Score -1721813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1721815.375000 Penalty: 4729.912109
	Iteration 59Q: 3 clusters Score -1721815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1721812.000000 Penalty: 4729.912109
	Iteration 60F: 3 clusters Score -1721812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1721811.750000 Penalty: 4729.912109
	Iteration 61Q: 3 clusters Score -1721812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1721811.750000 Penalty: 4729.912109
	Iteration 62F: 3 clusters Score -1721812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1034196.437500 Penalty: 2272.771484
	Iteration 0F: 2 clusters Score -1034196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1026802.500000 Penalty: 4545.542969
	Iteration 0F: 3 clusters Score -1026802 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1029391.875000 Penalty: 4545.542969
	Iteration 1F: 3 clusters Score -1029392 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1030101.750000 Penalty: 4545.542969
	Iteration 2F: 3 clusters Score -1030102 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1030760.812500 Penalty: 4545.542969
	Iteration 3F: 3 clusters Score -1030761 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1031321.687500 Penalty: 4545.542969
	Iteration 4F: 3 clusters Score -1031322 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1031662.312500 Penalty: 4545.542969
	Iteration 5F: 3 clusters Score -1031662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1031895.437500 Penalty: 4545.542969
	Iteration 6Q: 3 clusters Score -1031895 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1032057.250000 Penalty: 4545.542969
	Iteration 7Q: 3 clusters Score -1032057 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1032176.625000 Penalty: 4545.542969
	Iteration 8Q: 3 clusters Score -1032177 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1032275.812500 Penalty: 4545.542969
	Iteration 9Q: 3 clusters Score -1032276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1032352.375000 Penalty: 4545.542969
	Iteration 10Q: 3 clusters Score -1032352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1032423.687500 Penalty: 4545.542969
	Iteration 11Q: 3 clusters Score -1032424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1032509.375000 Penalty: 4545.542969
	Iteration 12Q: 3 clusters Score -1032509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1032584.375000 Penalty: 4545.542969
	Iteration 13Q: 3 clusters Score -1032584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1032659.562500 Penalty: 4545.542969
	Iteration 14Q: 3 clusters Score -1032660 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1032725.937500 Penalty: 4545.542969
	Iteration 15Q: 3 clusters Score -1032726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1032804.125000 Penalty: 4545.542969
	Iteration 16Q: 3 clusters Score -1032804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1032864.500000 Penalty: 4545.542969
	Iteration 17Q: 3 clusters Score -1032864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1032915.125000 Penalty: 4545.542969
	Iteration 18Q: 3 clusters Score -1032915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1032960.875000 Penalty: 4545.542969
	Iteration 19Q: 3 clusters Score -1032961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1032994.937500 Penalty: 4545.542969
	Iteration 20F: 3 clusters Score -1032995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1033024.687500 Penalty: 4545.542969
	Iteration 21Q: 3 clusters Score -1033025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1033043.062500 Penalty: 4545.542969
	Iteration 22Q: 3 clusters Score -1033043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1033059.687500 Penalty: 4545.542969
	Iteration 23Q: 3 clusters Score -1033060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1033078.687500 Penalty: 4545.542969
	Iteration 24Q: 3 clusters Score -1033079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1033092.750000 Penalty: 4545.542969
	Iteration 25Q: 3 clusters Score -1033093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1033108.625000 Penalty: 4545.542969
	Iteration 26Q: 3 clusters Score -1033109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1033122.500000 Penalty: 4545.542969
	Iteration 27Q: 3 clusters Score -1033122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1033129.000000 Penalty: 4545.542969
	Iteration 28Q: 3 clusters Score -1033129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1033130.312500 Penalty: 4545.542969
	Iteration 29Q: 3 clusters Score -1033130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1033136.187500 Penalty: 4545.542969
	Iteration 30Q: 3 clusters Score -1033136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1033139.062500 Penalty: 4545.542969
	Iteration 31Q: 3 clusters Score -1033139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1033145.937500 Penalty: 4545.542969
	Iteration 32Q: 3 clusters Score -1033146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1033150.625000 Penalty: 4545.542969
	Iteration 33Q: 3 clusters Score -1033151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1033161.250000 Penalty: 4545.542969
	Iteration 34Q: 3 clusters Score -1033161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1033170.250000 Penalty: 4545.542969
	Iteration 35Q: 3 clusters Score -1033170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1033177.062500 Penalty: 4545.542969
	Iteration 36Q: 3 clusters Score -1033177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1033189.000000 Penalty: 4545.542969
	Iteration 37Q: 3 clusters Score -1033189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1033202.187500 Penalty: 4545.542969
	Iteration 38Q: 3 clusters Score -1033202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1033213.062500 Penalty: 4545.542969
	Iteration 39Q: 3 clusters Score -1033213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1033219.125000 Penalty: 4545.542969
	Iteration 40F: 3 clusters Score -1033219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1033227.812500 Penalty: 4545.542969
	Iteration 41Q: 3 clusters Score -1033228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1033235.000000 Penalty: 4545.542969
	Iteration 42Q: 3 clusters Score -1033235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1033239.312500 Penalty: 4545.542969
	Iteration 43Q: 3 clusters Score -1033239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1033245.875000 Penalty: 4545.542969
	Iteration 44Q: 3 clusters Score -1033246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1033250.500000 Penalty: 4545.542969
	Iteration 45Q: 3 clusters Score -1033250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1033251.812500 Penalty: 4545.542969
	Iteration 46Q: 3 clusters Score -1033252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1033253.875000 Penalty: 4545.542969
	Iteration 47Q: 3 clusters Score -1033254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1033255.000000 Penalty: 4545.542969
	Iteration 48Q: 3 clusters Score -1033255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1033255.437500 Penalty: 4545.542969
	Iteration 49Q: 3 clusters Score -1033255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1033257.125000 Penalty: 4545.542969
	Iteration 50Q: 3 clusters Score -1033257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1033258.687500 Penalty: 4545.542969
	Iteration 51Q: 3 clusters Score -1033259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1033259.500000 Penalty: 4545.542969
	Iteration 52Q: 3 clusters Score -1033260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1033260.187500 Penalty: 4545.542969
	Iteration 53Q: 3 clusters Score -1033260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1033264.250000 Penalty: 4545.542969
	Iteration 54Q: 3 clusters Score -1033264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1033269.875000 Penalty: 4545.542969
	Iteration 55Q: 3 clusters Score -1033270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1033274.812500 Penalty: 4545.542969
	Iteration 56Q: 3 clusters Score -1033275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1033279.562500 Penalty: 4545.542969
	Iteration 57Q: 3 clusters Score -1033280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1033288.937500 Penalty: 4545.542969
	Iteration 58Q: 3 clusters Score -1033289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1033295.437500 Penalty: 4545.542969
	Iteration 59Q: 3 clusters Score -1033295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1033302.250000 Penalty: 4545.542969
	Iteration 60F: 3 clusters Score -1033302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1033307.437500 Penalty: 4545.542969
	Iteration 61Q: 3 clusters Score -1033307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1033312.625000 Penalty: 4545.542969
	Iteration 62Q: 3 clusters Score -1033313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1033317.375000 Penalty: 4545.542969
	Iteration 63Q: 3 clusters Score -1033317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1033324.750000 Penalty: 4545.542969
	Iteration 64Q: 3 clusters Score -1033325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1033327.500000 Penalty: 4545.542969
	Iteration 65Q: 3 clusters Score -1033328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1033329.437500 Penalty: 4545.542969
	Iteration 66Q: 3 clusters Score -1033329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1033330.687500 Penalty: 4545.542969
	Iteration 67Q: 3 clusters Score -1033331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1033335.750000 Penalty: 4545.542969
	Iteration 68Q: 3 clusters Score -1033336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1033340.125000 Penalty: 4545.542969
	Iteration 69Q: 3 clusters Score -1033340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1033344.687500 Penalty: 4545.542969
	Iteration 70Q: 3 clusters Score -1033345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1033349.000000 Penalty: 4545.542969
	Iteration 71Q: 3 clusters Score -1033349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1033355.500000 Penalty: 4545.542969
	Iteration 72Q: 3 clusters Score -1033356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1033363.687500 Penalty: 4545.542969
	Iteration 73Q: 3 clusters Score -1033364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1033372.375000 Penalty: 4545.542969
	Iteration 74Q: 3 clusters Score -1033372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1033377.625000 Penalty: 4545.542969
	Iteration 75Q: 3 clusters Score -1033378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1033383.437500 Penalty: 4545.542969
	Iteration 76Q: 3 clusters Score -1033383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1033391.937500 Penalty: 4545.542969
	Iteration 77Q: 3 clusters Score -1033392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1033401.000000 Penalty: 4545.542969
	Iteration 78Q: 3 clusters Score -1033401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1033411.250000 Penalty: 4545.542969
	Iteration 79Q: 3 clusters Score -1033411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1033433.312500 Penalty: 4545.542969
	Iteration 80F: 3 clusters Score -1033433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1033456.875000 Penalty: 4545.542969
	Iteration 81Q: 3 clusters Score -1033457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1033479.812500 Penalty: 4545.542969
	Iteration 82Q: 3 clusters Score -1033480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1033503.812500 Penalty: 4545.542969
	Iteration 83Q: 3 clusters Score -1033504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1033536.375000 Penalty: 4545.542969
	Iteration 84Q: 3 clusters Score -1033536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1033586.500000 Penalty: 4545.542969
	Iteration 85Q: 3 clusters Score -1033586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1033630.250000 Penalty: 4545.542969
	Iteration 86Q: 3 clusters Score -1033630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1033677.562500 Penalty: 4545.542969
	Iteration 87Q: 3 clusters Score -1033678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1033726.500000 Penalty: 4545.542969
	Iteration 88Q: 3 clusters Score -1033726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1033764.125000 Penalty: 4545.542969
	Iteration 89Q: 3 clusters Score -1033764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1033801.125000 Penalty: 4545.542969
	Iteration 90Q: 3 clusters Score -1033801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1033851.437500 Penalty: 4545.542969
	Iteration 91Q: 3 clusters Score -1033851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1033908.625000 Penalty: 4545.542969
	Iteration 92Q: 3 clusters Score -1033909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1033960.437500 Penalty: 4545.542969
	Iteration 93Q: 3 clusters Score -1033960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1034031.937500 Penalty: 4545.542969
	Iteration 94Q: 3 clusters Score -1034032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1034104.937500 Penalty: 4545.542969
	Iteration 95Q: 3 clusters Score -1034105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1034163.687500 Penalty: 4545.542969
	Iteration 96Q: 3 clusters Score -1034164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1034212.875000 Penalty: 4545.542969
	Iteration 97Q: 3 clusters Score -1034213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1034256.875000 Penalty: 4545.542969
	Iteration 98Q: 3 clusters Score -1034257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1034297.562500 Penalty: 4545.542969
	Iteration 99Q: 3 clusters Score -1034298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1034352.500000 Penalty: 4545.542969
	Iteration 100F: 3 clusters Score -1034352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1034400.000000 Penalty: 4545.542969
	Iteration 101Q: 3 clusters Score -1034400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1034433.812500 Penalty: 4545.542969
	Iteration 102Q: 3 clusters Score -1034434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1034451.875000 Penalty: 4545.542969
	Iteration 103Q: 3 clusters Score -1034452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1034477.687500 Penalty: 4545.542969
	Iteration 104Q: 3 clusters Score -1034478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1034502.250000 Penalty: 4545.542969
	Iteration 105Q: 3 clusters Score -1034502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1034519.562500 Penalty: 4545.542969
	Iteration 106Q: 3 clusters Score -1034520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1034534.250000 Penalty: 4545.542969
	Iteration 107Q: 3 clusters Score -1034534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1034553.250000 Penalty: 4545.542969
	Iteration 108Q: 3 clusters Score -1034553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1034573.812500 Penalty: 4545.542969
	Iteration 109Q: 3 clusters Score -1034574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1034586.125000 Penalty: 4545.542969
	Iteration 110Q: 3 clusters Score -1034586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1034596.812500 Penalty: 4545.542969
	Iteration 111Q: 3 clusters Score -1034597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1034599.500000 Penalty: 4545.542969
	Iteration 112Q: 3 clusters Score -1034600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1034604.000000 Penalty: 4545.542969
	Iteration 113Q: 3 clusters Score -1034604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1034606.125000 Penalty: 4545.542969
	Iteration 114Q: 3 clusters Score -1034606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1034605.875000 Penalty: 4545.542969
	Iteration 115Q: 3 clusters Score -1034606 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1034608.000000 Penalty: 4545.542969
	Iteration 116Q: 3 clusters Score -1034608 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1034609.062500 Penalty: 4545.542969
	Iteration 117Q: 3 clusters Score -1034609 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1034609.687500 Penalty: 4545.542969
	Iteration 118Q: 3 clusters Score -1034610 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1034610.437500 Penalty: 4545.542969
	Iteration 119Q: 3 clusters Score -1034610 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1034612.812500 Penalty: 4545.542969
	Iteration 120F: 3 clusters Score -1034613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1034614.000000 Penalty: 4545.542969
	Iteration 121Q: 3 clusters Score -1034614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1034614.750000 Penalty: 4545.542969
	Iteration 122Q: 3 clusters Score -1034615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1034614.750000 Penalty: 4545.542969
	Iteration 123F: 3 clusters Score -1034615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 7017 members 
Entering Unmasked Estep 
Score: -104955448.000000 Penalty: 118401.421875
Splitting cluster 29 changes total score from -104955976.000000 to -104955448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (9348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Entering Unmasked Estep 
Score: -1050732.500000 Penalty: 2267.443604
	Iteration 0F: 2 clusters Score -1050732 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 4661 members 
Entering Unmasked Estep 
Score: -1043516.187500 Penalty: 4534.887207
	Iteration 0F: 3 clusters Score -1043516 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1045645.000000 Penalty: 4534.887207
	Iteration 1F: 3 clusters Score -1045645 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1046169.250000 Penalty: 4534.887207
	Iteration 2F: 3 clusters Score -1046169 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1046643.000000 Penalty: 4534.887207
	Iteration 3F: 3 clusters Score -1046643 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1047067.375000 Penalty: 4534.887207
	Iteration 4F: 3 clusters Score -1047067 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1047447.750000 Penalty: 4534.887207
	Iteration 5F: 3 clusters Score -1047448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1047729.250000 Penalty: 4534.887207
	Iteration 6F: 3 clusters Score -1047729 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1047941.812500 Penalty: 4534.887207
	Iteration 7Q: 3 clusters Score -1047942 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1048143.562500 Penalty: 4534.887207
	Iteration 8Q: 3 clusters Score -1048144 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1048318.375000 Penalty: 4534.887207
	Iteration 9Q: 3 clusters Score -1048318 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1048446.687500 Penalty: 4534.887207
	Iteration 10Q: 3 clusters Score -1048447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1048564.937500 Penalty: 4534.887207
	Iteration 11Q: 3 clusters Score -1048565 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1048676.625000 Penalty: 4534.887207
	Iteration 12Q: 3 clusters Score -1048677 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1048781.625000 Penalty: 4534.887207
	Iteration 13Q: 3 clusters Score -1048782 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1048892.875000 Penalty: 4534.887207
	Iteration 14Q: 3 clusters Score -1048893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1048989.500000 Penalty: 4534.887207
	Iteration 15Q: 3 clusters Score -1048990 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1049088.750000 Penalty: 4534.887207
	Iteration 16Q: 3 clusters Score -1049089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1049174.625000 Penalty: 4534.887207
	Iteration 17Q: 3 clusters Score -1049175 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1049243.000000 Penalty: 4534.887207
	Iteration 18Q: 3 clusters Score -1049243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1049292.750000 Penalty: 4534.887207
	Iteration 19Q: 3 clusters Score -1049293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1049325.500000 Penalty: 4534.887207
	Iteration 20F: 3 clusters Score -1049326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1049354.375000 Penalty: 4534.887207
	Iteration 21Q: 3 clusters Score -1049354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1049370.750000 Penalty: 4534.887207
	Iteration 22Q: 3 clusters Score -1049371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1049387.250000 Penalty: 4534.887207
	Iteration 23Q: 3 clusters Score -1049387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1049396.375000 Penalty: 4534.887207
	Iteration 24Q: 3 clusters Score -1049396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1049406.125000 Penalty: 4534.887207
	Iteration 25Q: 3 clusters Score -1049406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1049415.375000 Penalty: 4534.887207
	Iteration 26Q: 3 clusters Score -1049415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1049419.625000 Penalty: 4534.887207
	Iteration 27Q: 3 clusters Score -1049420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1049424.375000 Penalty: 4534.887207
	Iteration 28Q: 3 clusters Score -1049424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1049428.500000 Penalty: 4534.887207
	Iteration 29Q: 3 clusters Score -1049428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1049427.250000 Penalty: 4534.887207
	Iteration 30Q: 3 clusters Score -1049427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1049432.125000 Penalty: 4534.887207
	Iteration 31Q: 3 clusters Score -1049432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1049436.250000 Penalty: 4534.887207
	Iteration 32Q: 3 clusters Score -1049436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1049439.000000 Penalty: 4534.887207
	Iteration 33Q: 3 clusters Score -1049439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1049441.375000 Penalty: 4534.887207
	Iteration 34Q: 3 clusters Score -1049441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1049444.625000 Penalty: 4534.887207
	Iteration 35Q: 3 clusters Score -1049445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1049447.375000 Penalty: 4534.887207
	Iteration 36Q: 3 clusters Score -1049447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1049446.625000 Penalty: 4534.887207
	Iteration 37Q: 3 clusters Score -1049447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1049449.500000 Penalty: 4534.887207
	Iteration 38Q: 3 clusters Score -1049450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1049452.375000 Penalty: 4534.887207
	Iteration 39Q: 3 clusters Score -1049452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1049453.375000 Penalty: 4534.887207
	Iteration 40F: 3 clusters Score -1049453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1049454.875000 Penalty: 4534.887207
	Iteration 41Q: 3 clusters Score -1049455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1049454.875000 Penalty: 4534.887207
	Iteration 42Q: 3 clusters Score -1049455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1049456.250000 Penalty: 4534.887207
	Iteration 43Q: 3 clusters Score -1049456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1049459.000000 Penalty: 4534.887207
	Iteration 44Q: 3 clusters Score -1049459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1049460.500000 Penalty: 4534.887207
	Iteration 45Q: 3 clusters Score -1049460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1049462.375000 Penalty: 4534.887207
	Iteration 46Q: 3 clusters Score -1049462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1049462.750000 Penalty: 4534.887207
	Iteration 47Q: 3 clusters Score -1049463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1049465.500000 Penalty: 4534.887207
	Iteration 48Q: 3 clusters Score -1049466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1049463.875000 Penalty: 4534.887207
	Iteration 49Q: 3 clusters Score -1049464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1049465.125000 Penalty: 4534.887207
	Iteration 50Q: 3 clusters Score -1049465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1049464.625000 Penalty: 4534.887207
	Iteration 51Q: 3 clusters Score -1049465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1049464.625000 Penalty: 4534.887207
	Iteration 52F: 3 clusters Score -1049465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -568889.625000 Penalty: 2100.168945
	Iteration 0F: 2 clusters Score -568889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -564557.000000 Penalty: 4200.337891
	Iteration 0F: 3 clusters Score -564557 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -565768.250000 Penalty: 4200.337891
	Iteration 1F: 3 clusters Score -565768.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -566453.062500 Penalty: 4200.337891
	Iteration 2F: 3 clusters Score -566453.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -567389.750000 Penalty: 4200.337891
	Iteration 3F: 3 clusters Score -567389.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -568181.375000 Penalty: 4200.337891
	Iteration 4F: 3 clusters Score -568181.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -568582.125000 Penalty: 4200.337891
	Iteration 5F: 3 clusters Score -568582.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -568775.062500 Penalty: 4200.337891
	Iteration 6Q: 3 clusters Score -568775.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -568880.500000 Penalty: 4200.337891
	Iteration 7Q: 3 clusters Score -568880.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -568924.625000 Penalty: 4200.337891
	Iteration 8Q: 3 clusters Score -568924.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -568951.000000 Penalty: 4200.337891
	Iteration 9Q: 3 clusters Score -568951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -568962.000000 Penalty: 4200.337891
	Iteration 10Q: 3 clusters Score -568962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -568970.875000 Penalty: 4200.337891
	Iteration 11Q: 3 clusters Score -568970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -568976.687500 Penalty: 4200.337891
	Iteration 12Q: 3 clusters Score -568976.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -568980.937500 Penalty: 4200.337891
	Iteration 13Q: 3 clusters Score -568980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568980.812500 Penalty: 4200.337891
	Iteration 14Q: 3 clusters Score -568980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -568983.187500 Penalty: 4200.337891
	Iteration 15Q: 3 clusters Score -568983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -568983.937500 Penalty: 4200.337891
	Iteration 16Q: 3 clusters Score -568983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -568983.937500 Penalty: 4200.337891
	Iteration 17F: 3 clusters Score -568983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 56881 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 353324 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 53624 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 9551 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 15359 members 
Mstep: Class 35 contains 2737 members 
Entering Unmasked Estep 
Score: -104954968.000000 Penalty: 118401.421875
Splitting cluster 31 changes total score from -104955976.000000 to -104954968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -531421.875000 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -531421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -527383.812500 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -527383.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -528341.687500 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -528341.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -528675.625000 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -528675.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -529017.375000 Penalty: 4156.479004
	Iteration 3F: 3 clusters Score -529017.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -529320.125000 Penalty: 4156.479004
	Iteration 4F: 3 clusters Score -529320.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -529523.875000 Penalty: 4156.479004
	Iteration 5F: 3 clusters Score -529523.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -529656.687500 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -529656.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -529735.625000 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -529735.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -529792.562500 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -529792.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -529839.375000 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -529839.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -529876.375000 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -529876.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -529901.937500 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -529901.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -529925.312500 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -529925.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -529943.500000 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -529943.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -529957.500000 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -529957.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -529966.312500 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -529966.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -529976.437500 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -529976.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -529983.937500 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -529983.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -529987.812500 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -529987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -529992.937500 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -529992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -529999.937500 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -529999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -530004.687500 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -530004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -530008.687500 Penalty: 4156.479004
	Iteration 22Q: 3 clusters Score -530008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -530010.625000 Penalty: 4156.479004
	Iteration 23Q: 3 clusters Score -530010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -530014.375000 Penalty: 4156.479004
	Iteration 24Q: 3 clusters Score -530014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -530016.375000 Penalty: 4156.479004
	Iteration 25Q: 3 clusters Score -530016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -530018.562500 Penalty: 4156.479004
	Iteration 26Q: 3 clusters Score -530018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -530018.937500 Penalty: 4156.479004
	Iteration 27Q: 3 clusters Score -530018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -530018.937500 Penalty: 4156.479004
	Iteration 28F: 3 clusters Score -530018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -37287.972656 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -37287.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36035.902344 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -36035.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36236.976562 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -36236.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36326.417969 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -36326.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36376.386719 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -36376.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36424.296875 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -36424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36449.613281 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -36449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36451.917969 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -36451.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36453.628906 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -36453.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36453.628906 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -36453.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Entering Unmasked Estep 
Score: -2020759.625000 Penalty: 2390.585205
	Iteration 0F: 2 clusters Score -2020760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2009678.250000 Penalty: 4781.170410
	Iteration 0F: 3 clusters Score -2009678 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2013104.125000 Penalty: 4781.170410
	Iteration 1F: 3 clusters Score -2013104 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2013463.875000 Penalty: 4781.170410
	Iteration 2F: 3 clusters Score -2013464 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2013747.500000 Penalty: 4781.170410
	Iteration 3Q: 3 clusters Score -2013748 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2013993.875000 Penalty: 4781.170410
	Iteration 4Q: 3 clusters Score -2013994 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2014218.125000 Penalty: 4781.170410
	Iteration 5Q: 3 clusters Score -2014218 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2014463.625000 Penalty: 4781.170410
	Iteration 6Q: 3 clusters Score -2014464 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2014736.625000 Penalty: 4781.170410
	Iteration 7Q: 3 clusters Score -2014737 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2015078.000000 Penalty: 4781.170410
	Iteration 8Q: 3 clusters Score -2015078 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2015504.625000 Penalty: 4781.170410
	Iteration 9Q: 3 clusters Score -2015505 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2016038.125000 Penalty: 4781.170410
	Iteration 10F: 3 clusters Score -2016038 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2016618.500000 Penalty: 4781.170410
	Iteration 11F: 3 clusters Score -2016618 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2017161.875000 Penalty: 4781.170410
	Iteration 12Q: 3 clusters Score -2017162 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2017638.750000 Penalty: 4781.170410
	Iteration 13Q: 3 clusters Score -2017639 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2018028.875000 Penalty: 4781.170410
	Iteration 14Q: 3 clusters Score -2018029 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2018298.250000 Penalty: 4781.170410
	Iteration 15Q: 3 clusters Score -2018298 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2018465.375000 Penalty: 4781.170410
	Iteration 16Q: 3 clusters Score -2018465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2018636.875000 Penalty: 4781.170410
	Iteration 17Q: 3 clusters Score -2018637 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2018789.875000 Penalty: 4781.170410
	Iteration 18Q: 3 clusters Score -2018790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2018906.625000 Penalty: 4781.170410
	Iteration 19Q: 3 clusters Score -2018907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2019013.375000 Penalty: 4781.170410
	Iteration 20F: 3 clusters Score -2019013 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2019114.500000 Penalty: 4781.170410
	Iteration 21Q: 3 clusters Score -2019114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2019177.000000 Penalty: 4781.170410
	Iteration 22Q: 3 clusters Score -2019177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2019222.875000 Penalty: 4781.170410
	Iteration 23Q: 3 clusters Score -2019223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2019268.500000 Penalty: 4781.170410
	Iteration 24Q: 3 clusters Score -2019268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2019287.750000 Penalty: 4781.170410
	Iteration 25Q: 3 clusters Score -2019288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2019298.500000 Penalty: 4781.170410
	Iteration 26Q: 3 clusters Score -2019298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2019306.125000 Penalty: 4781.170410
	Iteration 27Q: 3 clusters Score -2019306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2019308.500000 Penalty: 4781.170410
	Iteration 28Q: 3 clusters Score -2019308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2019321.250000 Penalty: 4781.170410
	Iteration 29Q: 3 clusters Score -2019321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2019327.500000 Penalty: 4781.170410
	Iteration 30Q: 3 clusters Score -2019328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2019327.750000 Penalty: 4781.170410
	Iteration 31Q: 3 clusters Score -2019328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2019328.500000 Penalty: 4781.170410
	Iteration 32Q: 3 clusters Score -2019328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2019331.000000 Penalty: 4781.170410
	Iteration 33Q: 3 clusters Score -2019331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2019332.875000 Penalty: 4781.170410
	Iteration 34Q: 3 clusters Score -2019333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2019332.125000 Penalty: 4781.170410
	Iteration 35Q: 3 clusters Score -2019332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2019332.500000 Penalty: 4781.170410
	Iteration 36Q: 3 clusters Score -2019332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2019332.500000 Penalty: 4781.170410
	Iteration 37F: 3 clusters Score -2019332 nChanged 0
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -314947168.000000 Penalty: 124282.023438
20->35 Clusters: Score -314947168.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 42002 members 
Mstep: Class 4 contains 41633 members 
Mstep: Class 5 contains 41717 members 
Mstep: Class 6 contains 41626 members 
Mstep: Class 7 contains 42431 members 
Mstep: Class 8 contains 42204 members 
Mstep: Class 9 contains 41808 members 
Mstep: Class 10 contains 41843 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 42121 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 42201 members 
Mstep: Class 15 contains 42026 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 42147 members 
Mstep: Class 18 contains 41611 members 
Mstep: Class 19 contains 41853 members 
Mstep: Class 20 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 723.025696 but Gain 3382.898438
Score: -98843520.000000 Penalty: 64275.054688
Iteration 0F: 20 clusters Score -9.884352e+07 nChanged 794361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2348 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17635 members 
Mstep: Class 3 contains 33660 members 
Mstep: Class 4 contains 62999 members 
Mstep: Class 5 contains 41535 members 
Mstep: Class 7 contains 29633 members 
Mstep: Class 8 contains 133051 members 
Mstep: Class 9 contains 93882 members 
Mstep: Class 10 contains 33684 members 
Mstep: Class 11 contains 26242 members 
Mstep: Class 12 contains 20537 members 
Mstep: Class 13 contains 83313 members 
Mstep: Class 14 contains 30878 members 
Mstep: Class 15 contains 62414 members 
Mstep: Class 16 contains 27317 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 19195 members 
Mstep: Class 19 contains 40423 members 
Mstep: Class 20 contains 21250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103082184.000000 Penalty: 64275.054688
Iteration 1F: 20 clusters Score -1.030822e+08 nChanged 346109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2176 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 51632 members 
Mstep: Class 5 contains 23661 members 
Mstep: Class 7 contains 26011 members 
Mstep: Class 8 contains 164307 members 
Mstep: Class 9 contains 152822 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 15351 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 108901 members 
Mstep: Class 14 contains 15786 members 
Mstep: Class 15 contains 70969 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 40483 members 
Mstep: Class 18 contains 17471 members 
Mstep: Class 19 contains 33339 members 
Mstep: Class 20 contains 23491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103866552.000000 Penalty: 64275.054688
Iteration 2F: 20 clusters Score -1.038666e+08 nChanged 190608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1934 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 14798 members 
Mstep: Class 3 contains 15817 members 
Mstep: Class 4 contains 59806 members 
Mstep: Class 5 contains 15520 members 
Mstep: Class 7 contains 32514 members 
Mstep: Class 8 contains 168396 members 
Mstep: Class 9 contains 178390 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 10205 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 104203 members 
Mstep: Class 14 contains 14312 members 
Mstep: Class 15 contains 62636 members 
Mstep: Class 16 contains 20034 members 
Mstep: Class 17 contains 37224 members 
Mstep: Class 18 contains 23024 members 
Mstep: Class 19 contains 22898 members 
Mstep: Class 20 contains 20414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160432.000000 Penalty: 64275.054688
Iteration 3F: 20 clusters Score -1.041604e+08 nChanged 136003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1336 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 65815 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 168218 members 
Mstep: Class 9 contains 199758 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 9355 members 
Mstep: Class 12 contains 4666 members 
Mstep: Class 13 contains 93254 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 52326 members 
Mstep: Class 16 contains 21539 members 
Mstep: Class 17 contains 30874 members 
Mstep: Class 18 contains 30243 members 
Mstep: Class 19 contains 17142 members 
Mstep: Class 20 contains 17865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104366376.000000 Penalty: 64275.054688
Iteration 4F: 20 clusters Score -1.043664e+08 nChanged 110975
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 16450 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 68295 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 7 contains 37080 members 
Mstep: Class 8 contains 166187 members 
Mstep: Class 9 contains 223811 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 81006 members 
Mstep: Class 14 contains 15274 members 
Mstep: Class 15 contains 42798 members 
Mstep: Class 16 contains 21887 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 35847 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 14148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104511136.000000 Penalty: 64275.054688
Iteration 5F: 20 clusters Score -1.045111e+08 nChanged 94754
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 17639 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 68757 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 7 contains 37556 members 
Mstep: Class 8 contains 162164 members 
Mstep: Class 9 contains 248471 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 70138 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 15 contains 34800 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 22232 members 
Mstep: Class 18 contains 39215 members 
Mstep: Class 19 contains 13252 members 
Mstep: Class 20 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3178.361816 but Gain 3382.894531
Score: -104604272.000000 Penalty: 60892.160156
Iteration 6F: 19 clusters Score -1.046043e+08 nChanged 82293
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18513 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 68064 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 7 contains 37826 members 
Mstep: Class 8 contains 158750 members 
Mstep: Class 9 contains 269091 members 
Mstep: Class 10 contains 21474 members 
Mstep: Class 11 contains 13799 members 
Mstep: Class 13 contains 63432 members 
Mstep: Class 14 contains 16721 members 
Mstep: Class 15 contains 28573 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 20157 members 
Mstep: Class 18 contains 41113 members 
Mstep: Class 19 contains 12774 members 
Mstep: Class 20 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104671384.000000 Penalty: 60892.160156
Iteration 7F: 19 clusters Score -1.046714e+08 nChanged 65452
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 19044 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 66732 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 7 contains 38384 members 
Mstep: Class 8 contains 154495 members 
Mstep: Class 9 contains 283904 members 
Mstep: Class 10 contains 22055 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 13 contains 60009 members 
Mstep: Class 14 contains 17192 members 
Mstep: Class 15 contains 23933 members 
Mstep: Class 16 contains 21425 members 
Mstep: Class 17 contains 18579 members 
Mstep: Class 18 contains 42102 members 
Mstep: Class 19 contains 12543 members 
Mstep: Class 20 contains 5519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104715632.000000 Penalty: 60892.160156
Iteration 8F: 19 clusters Score -1.047156e+08 nChanged 51344
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19509 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 65185 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 7 contains 39567 members 
Mstep: Class 8 contains 150667 members 
Mstep: Class 9 contains 294736 members 
Mstep: Class 10 contains 22455 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 13 contains 58230 members 
Mstep: Class 14 contains 17461 members 
Mstep: Class 15 contains 20570 members 
Mstep: Class 16 contains 21533 members 
Mstep: Class 17 contains 17188 members 
Mstep: Class 18 contains 42422 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104744160.000000 Penalty: 60892.160156
Iteration 9F: 19 clusters Score -1.047442e+08 nChanged 38662
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 19911 members 
Mstep: Class 3 contains 11771 members 
Mstep: Class 4 contains 63728 members 
Mstep: Class 5 contains 10429 members 
Mstep: Class 7 contains 41149 members 
Mstep: Class 8 contains 147966 members 
Mstep: Class 9 contains 302003 members 
Mstep: Class 10 contains 22939 members 
Mstep: Class 11 contains 15473 members 
Mstep: Class 13 contains 57154 members 
Mstep: Class 14 contains 17659 members 
Mstep: Class 15 contains 18205 members 
Mstep: Class 16 contains 21718 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 42299 members 
Mstep: Class 19 contains 12504 members 
Mstep: Class 20 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761752.000000 Penalty: 60892.160156
Iteration 10Q: 19 clusters Score -1.047618e+08 nChanged 29249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 19952 members 
Mstep: Class 3 contains 11404 members 
Mstep: Class 4 contains 62377 members 
Mstep: Class 5 contains 11497 members 
Mstep: Class 7 contains 43011 members 
Mstep: Class 8 contains 145997 members 
Mstep: Class 9 contains 306846 members 
Mstep: Class 10 contains 23454 members 
Mstep: Class 11 contains 15376 members 
Mstep: Class 13 contains 56299 members 
Mstep: Class 14 contains 17864 members 
Mstep: Class 15 contains 16569 members 
Mstep: Class 16 contains 21868 members 
Mstep: Class 17 contains 14666 members 
Mstep: Class 18 contains 42004 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772688.000000 Penalty: 60892.160156
Iteration 11Q: 19 clusters Score -1.047727e+08 nChanged 22757
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 19741 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 61310 members 
Mstep: Class 5 contains 12632 members 
Mstep: Class 7 contains 45243 members 
Mstep: Class 8 contains 144704 members 
Mstep: Class 9 contains 309817 members 
Mstep: Class 10 contains 23867 members 
Mstep: Class 11 contains 15208 members 
Mstep: Class 13 contains 55569 members 
Mstep: Class 14 contains 18057 members 
Mstep: Class 15 contains 15373 members 
Mstep: Class 16 contains 21843 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 41599 members 
Mstep: Class 19 contains 13055 members 
Mstep: Class 20 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104781592.000000 Penalty: 60892.160156
Iteration 12Q: 19 clusters Score -1.047816e+08 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 19357 members 
Mstep: Class 3 contains 10817 members 
Mstep: Class 4 contains 60393 members 
Mstep: Class 5 contains 13478 members 
Mstep: Class 7 contains 47443 members 
Mstep: Class 8 contains 143866 members 
Mstep: Class 9 contains 311873 members 
Mstep: Class 10 contains 24171 members 
Mstep: Class 11 contains 14999 members 
Mstep: Class 13 contains 54941 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 21816 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 41214 members 
Mstep: Class 19 contains 13397 members 
Mstep: Class 20 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104787200.000000 Penalty: 60892.160156
Iteration 13Q: 19 clusters Score -1.047872e+08 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 10541 members 
Mstep: Class 4 contains 59627 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 7 contains 49431 members 
Mstep: Class 8 contains 143422 members 
Mstep: Class 9 contains 313153 members 
Mstep: Class 10 contains 24434 members 
Mstep: Class 11 contains 14854 members 
Mstep: Class 13 contains 54307 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 21894 members 
Mstep: Class 17 contains 12653 members 
Mstep: Class 18 contains 40842 members 
Mstep: Class 19 contains 13713 members 
Mstep: Class 20 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104791680.000000 Penalty: 60892.160156
Iteration 14Q: 19 clusters Score -1.047917e+08 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 10288 members 
Mstep: Class 4 contains 58951 members 
Mstep: Class 5 contains 14361 members 
Mstep: Class 7 contains 51194 members 
Mstep: Class 8 contains 143101 members 
Mstep: Class 9 contains 314092 members 
Mstep: Class 10 contains 24577 members 
Mstep: Class 11 contains 14778 members 
Mstep: Class 13 contains 53677 members 
Mstep: Class 14 contains 18755 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 21941 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 40513 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104795504.000000 Penalty: 60892.160156
Iteration 15Q: 19 clusters Score -1.047955e+08 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 17764 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 58363 members 
Mstep: Class 5 contains 14661 members 
Mstep: Class 7 contains 52795 members 
Mstep: Class 8 contains 142864 members 
Mstep: Class 9 contains 314811 members 
Mstep: Class 10 contains 24631 members 
Mstep: Class 11 contains 14755 members 
Mstep: Class 13 contains 53061 members 
Mstep: Class 14 contains 19132 members 
Mstep: Class 15 contains 12543 members 
Mstep: Class 16 contains 21977 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 40208 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104798896.000000 Penalty: 60892.160156
Iteration 16Q: 19 clusters Score -1.047989e+08 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 17222 members 
Mstep: Class 3 contains 9917 members 
Mstep: Class 4 contains 57867 members 
Mstep: Class 5 contains 14936 members 
Mstep: Class 7 contains 54140 members 
Mstep: Class 8 contains 142719 members 
Mstep: Class 9 contains 315389 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 14756 members 
Mstep: Class 13 contains 52457 members 
Mstep: Class 14 contains 19574 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 21966 members 
Mstep: Class 17 contains 11743 members 
Mstep: Class 18 contains 40002 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104802144.000000 Penalty: 60892.160156
Iteration 17Q: 19 clusters Score -1.048021e+08 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 16652 members 
Mstep: Class 3 contains 9760 members 
Mstep: Class 4 contains 57400 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 7 contains 55307 members 
Mstep: Class 8 contains 142726 members 
Mstep: Class 9 contains 315888 members 
Mstep: Class 10 contains 24584 members 
Mstep: Class 11 contains 14767 members 
Mstep: Class 13 contains 51907 members 
Mstep: Class 14 contains 20043 members 
Mstep: Class 15 contains 11586 members 
Mstep: Class 16 contains 21898 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 39818 members 
Mstep: Class 19 contains 14694 members 
Mstep: Class 20 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104805360.000000 Penalty: 60892.160156
Iteration 18Q: 19 clusters Score -1.048054e+08 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 16145 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 56949 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 7 contains 56366 members 
Mstep: Class 8 contains 142847 members 
Mstep: Class 9 contains 316305 members 
Mstep: Class 10 contains 24505 members 
Mstep: Class 11 contains 14798 members 
Mstep: Class 13 contains 51380 members 
Mstep: Class 14 contains 20494 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 21796 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 39724 members 
Mstep: Class 19 contains 14878 members 
Mstep: Class 20 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104808656.000000 Penalty: 60892.160156
Iteration 19Q: 19 clusters Score -1.048087e+08 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 4 contains 56461 members 
Mstep: Class 5 contains 15479 members 
Mstep: Class 7 contains 57387 members 
Mstep: Class 8 contains 142972 members 
Mstep: Class 9 contains 316695 members 
Mstep: Class 10 contains 24421 members 
Mstep: Class 11 contains 14818 members 
Mstep: Class 13 contains 50905 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 21663 members 
Mstep: Class 17 contains 11233 members 
Mstep: Class 18 contains 39680 members 
Mstep: Class 19 contains 15046 members 
Mstep: Class 20 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104813896.000000 Penalty: 60892.160156
Iteration 20F: 19 clusters Score -1.048139e+08 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 15146 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 56008 members 
Mstep: Class 5 contains 15902 members 
Mstep: Class 7 contains 58382 members 
Mstep: Class 8 contains 143246 members 
Mstep: Class 9 contains 316962 members 
Mstep: Class 10 contains 24338 members 
Mstep: Class 11 contains 14794 members 
Mstep: Class 13 contains 50532 members 
Mstep: Class 14 contains 21189 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 21510 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 39651 members 
Mstep: Class 19 contains 15191 members 
Mstep: Class 20 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104817144.000000 Penalty: 60892.160156
Iteration 21Q: 19 clusters Score -1.048171e+08 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 14779 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 55606 members 
Mstep: Class 5 contains 16074 members 
Mstep: Class 7 contains 59496 members 
Mstep: Class 8 contains 143529 members 
Mstep: Class 9 contains 317155 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 14764 members 
Mstep: Class 13 contains 50221 members 
Mstep: Class 14 contains 21302 members 
Mstep: Class 15 contains 10158 members 
Mstep: Class 16 contains 21290 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 39645 members 
Mstep: Class 19 contains 15352 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104819912.000000 Penalty: 60892.160156
Iteration 22Q: 19 clusters Score -1.048199e+08 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 14549 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 55250 members 
Mstep: Class 5 contains 16197 members 
Mstep: Class 7 contains 60548 members 
Mstep: Class 8 contains 143821 members 
Mstep: Class 9 contains 317254 members 
Mstep: Class 10 contains 24137 members 
Mstep: Class 11 contains 14700 members 
Mstep: Class 13 contains 49922 members 
Mstep: Class 14 contains 21283 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 10651 members 
Mstep: Class 18 contains 39654 members 
Mstep: Class 19 contains 15500 members 
Mstep: Class 20 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104821696.000000 Penalty: 60892.160156
Iteration 23Q: 19 clusters Score -1.048217e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 14395 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 54930 members 
Mstep: Class 5 contains 16287 members 
Mstep: Class 7 contains 61518 members 
Mstep: Class 8 contains 144161 members 
Mstep: Class 9 contains 317279 members 
Mstep: Class 10 contains 24010 members 
Mstep: Class 11 contains 14615 members 
Mstep: Class 13 contains 49643 members 
Mstep: Class 14 contains 21199 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 20722 members 
Mstep: Class 17 contains 10474 members 
Mstep: Class 18 contains 39611 members 
Mstep: Class 19 contains 15698 members 
Mstep: Class 20 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104823384.000000 Penalty: 60892.160156
Iteration 24Q: 19 clusters Score -1.048234e+08 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 9537 members 
Mstep: Class 4 contains 54636 members 
Mstep: Class 5 contains 16373 members 
Mstep: Class 7 contains 62323 members 
Mstep: Class 8 contains 144455 members 
Mstep: Class 9 contains 317281 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 13 contains 49401 members 
Mstep: Class 14 contains 21119 members 
Mstep: Class 15 contains 9570 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 39564 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104824008.000000 Penalty: 60892.160156
Iteration 25Q: 19 clusters Score -1.04824e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 54364 members 
Mstep: Class 5 contains 16432 members 
Mstep: Class 7 contains 63003 members 
Mstep: Class 8 contains 144787 members 
Mstep: Class 9 contains 317189 members 
Mstep: Class 10 contains 23728 members 
Mstep: Class 11 contains 14543 members 
Mstep: Class 13 contains 49208 members 
Mstep: Class 14 contains 21054 members 
Mstep: Class 15 contains 9379 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 39570 members 
Mstep: Class 19 contains 15976 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104825104.000000 Penalty: 60892.160156
Iteration 26Q: 19 clusters Score -1.048251e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 54128 members 
Mstep: Class 5 contains 16476 members 
Mstep: Class 7 contains 63584 members 
Mstep: Class 8 contains 145185 members 
Mstep: Class 9 contains 316970 members 
Mstep: Class 10 contains 23575 members 
Mstep: Class 11 contains 14527 members 
Mstep: Class 13 contains 48998 members 
Mstep: Class 14 contains 21004 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 19812 members 
Mstep: Class 17 contains 10150 members 
Mstep: Class 18 contains 39611 members 
Mstep: Class 19 contains 16130 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104825528.000000 Penalty: 60892.160156
Iteration 27Q: 19 clusters Score -1.048255e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 10026 members 
Mstep: Class 4 contains 53881 members 
Mstep: Class 5 contains 16496 members 
Mstep: Class 7 contains 64123 members 
Mstep: Class 8 contains 145581 members 
Mstep: Class 9 contains 316744 members 
Mstep: Class 10 contains 23437 members 
Mstep: Class 11 contains 14511 members 
Mstep: Class 13 contains 48814 members 
Mstep: Class 14 contains 20949 members 
Mstep: Class 15 contains 9053 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 39657 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104825776.000000 Penalty: 60892.160156
Iteration 28Q: 19 clusters Score -1.048258e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 10105 members 
Mstep: Class 4 contains 53643 members 
Mstep: Class 5 contains 16538 members 
Mstep: Class 7 contains 64625 members 
Mstep: Class 8 contains 145985 members 
Mstep: Class 9 contains 316505 members 
Mstep: Class 10 contains 23334 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 13 contains 48652 members 
Mstep: Class 14 contains 20885 members 
Mstep: Class 15 contains 8892 members 
Mstep: Class 16 contains 19365 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 39697 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104826624.000000 Penalty: 60892.160156
Iteration 29Q: 19 clusters Score -1.048266e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 53434 members 
Mstep: Class 5 contains 16564 members 
Mstep: Class 7 contains 65028 members 
Mstep: Class 8 contains 146382 members 
Mstep: Class 9 contains 316258 members 
Mstep: Class 10 contains 23261 members 
Mstep: Class 11 contains 14476 members 
Mstep: Class 13 contains 48515 members 
Mstep: Class 14 contains 20833 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 18 contains 39747 members 
Mstep: Class 19 contains 16590 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104826960.000000 Penalty: 60892.160156
Iteration 30Q: 19 clusters Score -1.04827e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 10192 members 
Mstep: Class 4 contains 53252 members 
Mstep: Class 5 contains 16592 members 
Mstep: Class 7 contains 65369 members 
Mstep: Class 8 contains 146776 members 
Mstep: Class 9 contains 315927 members 
Mstep: Class 10 contains 23205 members 
Mstep: Class 11 contains 14471 members 
Mstep: Class 13 contains 48400 members 
Mstep: Class 14 contains 20798 members 
Mstep: Class 15 contains 8633 members 
Mstep: Class 16 contains 19103 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 18 contains 39826 members 
Mstep: Class 19 contains 16731 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104827800.000000 Penalty: 60892.160156
Iteration 31Q: 19 clusters Score -1.048278e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 14178 members 
Mstep: Class 3 contains 10219 members 
Mstep: Class 4 contains 53082 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 7 contains 65618 members 
Mstep: Class 8 contains 147192 members 
Mstep: Class 9 contains 315577 members 
Mstep: Class 10 contains 23157 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 13 contains 48326 members 
Mstep: Class 14 contains 20764 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 19020 members 
Mstep: Class 17 contains 9922 members 
Mstep: Class 18 contains 39908 members 
Mstep: Class 19 contains 16866 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104827904.000000 Penalty: 60892.160156
Iteration 32Q: 19 clusters Score -1.048279e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 4 contains 52907 members 
Mstep: Class 5 contains 16660 members 
Mstep: Class 7 contains 65845 members 
Mstep: Class 8 contains 147624 members 
Mstep: Class 9 contains 315210 members 
Mstep: Class 10 contains 23130 members 
Mstep: Class 11 contains 14465 members 
Mstep: Class 13 contains 48255 members 
Mstep: Class 14 contains 20738 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 40008 members 
Mstep: Class 19 contains 16989 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104828232.000000 Penalty: 60892.160156
Iteration 33Q: 19 clusters Score -1.048282e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 10247 members 
Mstep: Class 4 contains 52728 members 
Mstep: Class 5 contains 16689 members 
Mstep: Class 7 contains 66056 members 
Mstep: Class 8 contains 148085 members 
Mstep: Class 9 contains 314798 members 
Mstep: Class 10 contains 23105 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 13 contains 48203 members 
Mstep: Class 14 contains 20701 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18916 members 
Mstep: Class 17 contains 9892 members 
Mstep: Class 18 contains 40124 members 
Mstep: Class 19 contains 17081 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104828448.000000 Penalty: 60892.160156
Iteration 34Q: 19 clusters Score -1.048284e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 52557 members 
Mstep: Class 5 contains 16713 members 
Mstep: Class 7 contains 66227 members 
Mstep: Class 8 contains 148547 members 
Mstep: Class 9 contains 314376 members 
Mstep: Class 10 contains 23082 members 
Mstep: Class 11 contains 14468 members 
Mstep: Class 13 contains 48143 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 8009 members 
Mstep: Class 16 contains 18890 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 40262 members 
Mstep: Class 19 contains 17163 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104829040.000000 Penalty: 60892.160156
Iteration 35Q: 19 clusters Score -1.04829e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 14058 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 52388 members 
Mstep: Class 5 contains 16744 members 
Mstep: Class 7 contains 66383 members 
Mstep: Class 8 contains 149040 members 
Mstep: Class 9 contains 313977 members 
Mstep: Class 10 contains 23072 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 13 contains 48057 members 
Mstep: Class 14 contains 20617 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 40378 members 
Mstep: Class 19 contains 17263 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104829184.000000 Penalty: 60892.160156
Iteration 36Q: 19 clusters Score -1.048292e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 10285 members 
Mstep: Class 4 contains 52232 members 
Mstep: Class 5 contains 16768 members 
Mstep: Class 7 contains 66528 members 
Mstep: Class 8 contains 149590 members 
Mstep: Class 9 contains 313571 members 
Mstep: Class 10 contains 23066 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 14 contains 20584 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 9877 members 
Mstep: Class 18 contains 40493 members 
Mstep: Class 19 contains 17331 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104829672.000000 Penalty: 60892.160156
Iteration 37Q: 19 clusters Score -1.048297e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 52036 members 
Mstep: Class 5 contains 16801 members 
Mstep: Class 7 contains 66661 members 
Mstep: Class 8 contains 150172 members 
Mstep: Class 9 contains 313186 members 
Mstep: Class 10 contains 23060 members 
Mstep: Class 11 contains 14472 members 
Mstep: Class 13 contains 47888 members 
Mstep: Class 14 contains 20565 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 18838 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40578 members 
Mstep: Class 19 contains 17415 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104829520.000000 Penalty: 60892.160156
Iteration 38Q: 19 clusters Score -1.048295e+08 nChanged 2143
Entering ConstructFrom: 
Score: -104829520.000000 Penalty: 60892.160156
Entering ConstructFrom: 
Trying to split cluster 1 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1471109.875000 Penalty: 2359.122314
	Iteration 0F: 2 clusters Score -1471110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1461262.625000 Penalty: 4718.244629
	Iteration 0F: 3 clusters Score -1461263 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1464821.625000 Penalty: 4718.244629
	Iteration 1F: 3 clusters Score -1464822 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1465869.250000 Penalty: 4718.244629
	Iteration 2F: 3 clusters Score -1465869 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1467126.750000 Penalty: 4718.244629
	Iteration 3F: 3 clusters Score -1467127 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1468429.875000 Penalty: 4718.244629
	Iteration 4F: 3 clusters Score -1468430 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1469691.000000 Penalty: 4718.244629
	Iteration 5F: 3 clusters Score -1469691 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1470341.125000 Penalty: 4718.244629
	Iteration 6F: 3 clusters Score -1470341 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1470735.875000 Penalty: 4718.244629
	Iteration 7Q: 3 clusters Score -1470736 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1470968.750000 Penalty: 4718.244629
	Iteration 8Q: 3 clusters Score -1470969 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1471183.500000 Penalty: 4718.244629
	Iteration 9Q: 3 clusters Score -1471184 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1471419.625000 Penalty: 4718.244629
	Iteration 10Q: 3 clusters Score -1471420 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1471649.500000 Penalty: 4718.244629
	Iteration 11Q: 3 clusters Score -1471650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1471869.250000 Penalty: 4718.244629
	Iteration 12Q: 3 clusters Score -1471869 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1472094.875000 Penalty: 4718.244629
	Iteration 13Q: 3 clusters Score -1472095 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1472266.875000 Penalty: 4718.244629
	Iteration 14Q: 3 clusters Score -1472267 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1472417.250000 Penalty: 4718.244629
	Iteration 15Q: 3 clusters Score -1472417 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1472531.250000 Penalty: 4718.244629
	Iteration 16Q: 3 clusters Score -1472531 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1472608.125000 Penalty: 4718.244629
	Iteration 17Q: 3 clusters Score -1472608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1472654.625000 Penalty: 4718.244629
	Iteration 18Q: 3 clusters Score -1472655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1472682.250000 Penalty: 4718.244629
	Iteration 19Q: 3 clusters Score -1472682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1472706.375000 Penalty: 4718.244629
	Iteration 20F: 3 clusters Score -1472706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1472715.000000 Penalty: 4718.244629
	Iteration 21Q: 3 clusters Score -1472715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1472718.500000 Penalty: 4718.244629
	Iteration 22Q: 3 clusters Score -1472718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1472726.000000 Penalty: 4718.244629
	Iteration 23Q: 3 clusters Score -1472726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1472736.125000 Penalty: 4718.244629
	Iteration 24Q: 3 clusters Score -1472736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1472742.375000 Penalty: 4718.244629
	Iteration 25Q: 3 clusters Score -1472742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1472745.750000 Penalty: 4718.244629
	Iteration 26Q: 3 clusters Score -1472746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1472747.875000 Penalty: 4718.244629
	Iteration 27Q: 3 clusters Score -1472748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1472750.500000 Penalty: 4718.244629
	Iteration 28Q: 3 clusters Score -1472750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1472752.000000 Penalty: 4718.244629
	Iteration 29Q: 3 clusters Score -1472752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1472752.750000 Penalty: 4718.244629
	Iteration 30Q: 3 clusters Score -1472753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1472757.250000 Penalty: 4718.244629
	Iteration 31Q: 3 clusters Score -1472757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1472758.750000 Penalty: 4718.244629
	Iteration 32Q: 3 clusters Score -1472759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1472759.250000 Penalty: 4718.244629
	Iteration 33Q: 3 clusters Score -1472759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1472756.000000 Penalty: 4718.244629
	Iteration 34Q: 3 clusters Score -1472756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1472759.000000 Penalty: 4718.244629
	Iteration 35Q: 3 clusters Score -1472759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1472757.875000 Penalty: 4718.244629
	Iteration 36Q: 3 clusters Score -1472758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1472759.500000 Penalty: 4718.244629
	Iteration 37Q: 3 clusters Score -1472760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1472760.625000 Penalty: 4718.244629
	Iteration 38Q: 3 clusters Score -1472761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1472758.500000 Penalty: 4718.244629
	Iteration 39Q: 3 clusters Score -1472758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1472759.000000 Penalty: 4718.244629
	Iteration 40F: 3 clusters Score -1472759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1472760.875000 Penalty: 4718.244629
	Iteration 41Q: 3 clusters Score -1472761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1472760.875000 Penalty: 4718.244629
	Iteration 42F: 3 clusters Score -1472761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 13979 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 51861 members 
Mstep: Class 5 contains 16837 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 23055 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
Score: -104830648.000000 Penalty: 64275.054688
Splitting cluster 1 changes total score from -104829520.000000 to -104830648.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (13979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Entering Unmasked Estep 
Score: -1722222.125000 Penalty: 2367.237305
	Iteration 0F: 2 clusters Score -1722222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1711908.875000 Penalty: 4734.474609
	Iteration 0F: 3 clusters Score -1711909 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1715242.750000 Penalty: 4734.474609
	Iteration 1F: 3 clusters Score -1715243 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1715805.125000 Penalty: 4734.474609
	Iteration 2F: 3 clusters Score -1715805 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1716635.000000 Penalty: 4734.474609
	Iteration 3F: 3 clusters Score -1716635 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1718001.375000 Penalty: 4734.474609
	Iteration 4F: 3 clusters Score -1718001 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1719614.875000 Penalty: 4734.474609
	Iteration 5F: 3 clusters Score -1719615 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1720896.875000 Penalty: 4734.474609
	Iteration 6F: 3 clusters Score -1720897 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1721609.250000 Penalty: 4734.474609
	Iteration 7F: 3 clusters Score -1721609 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1722007.750000 Penalty: 4734.474609
	Iteration 8Q: 3 clusters Score -1722008 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1722251.500000 Penalty: 4734.474609
	Iteration 9Q: 3 clusters Score -1722252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1722453.625000 Penalty: 4734.474609
	Iteration 10Q: 3 clusters Score -1722454 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1722648.250000 Penalty: 4734.474609
	Iteration 11Q: 3 clusters Score -1722648 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1722871.625000 Penalty: 4734.474609
	Iteration 12Q: 3 clusters Score -1722872 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1723141.625000 Penalty: 4734.474609
	Iteration 13Q: 3 clusters Score -1723142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1723448.000000 Penalty: 4734.474609
	Iteration 14Q: 3 clusters Score -1723448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1723740.000000 Penalty: 4734.474609
	Iteration 15Q: 3 clusters Score -1723740 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1723964.000000 Penalty: 4734.474609
	Iteration 16Q: 3 clusters Score -1723964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1724082.125000 Penalty: 4734.474609
	Iteration 17Q: 3 clusters Score -1724082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1724123.625000 Penalty: 4734.474609
	Iteration 18Q: 3 clusters Score -1724124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1724143.125000 Penalty: 4734.474609
	Iteration 19Q: 3 clusters Score -1724143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1724151.500000 Penalty: 4734.474609
	Iteration 20F: 3 clusters Score -1724152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1724158.875000 Penalty: 4734.474609
	Iteration 21Q: 3 clusters Score -1724159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1724151.625000 Penalty: 4734.474609
	Iteration 22Q: 3 clusters Score -1724152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1724152.125000 Penalty: 4734.474609
	Iteration 23Q: 3 clusters Score -1724152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1724158.000000 Penalty: 4734.474609
	Iteration 24Q: 3 clusters Score -1724158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1724159.125000 Penalty: 4734.474609
	Iteration 25Q: 3 clusters Score -1724159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1724157.250000 Penalty: 4734.474609
	Iteration 26Q: 3 clusters Score -1724157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1724157.500000 Penalty: 4734.474609
	Iteration 27Q: 3 clusters Score -1724158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1724156.000000 Penalty: 4734.474609
	Iteration 28Q: 3 clusters Score -1724156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1724156.000000 Penalty: 4734.474609
	Iteration 29F: 3 clusters Score -1724156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 51861 members 
Mstep: Class 5 contains 16837 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 23055 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
Score: -104831552.000000 Penalty: 67657.953125
Splitting cluster 2 changes total score from -104829520.000000 to -104831552.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1309945.250000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1309945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1302112.000000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1302112 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1304197.625000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1304198 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1304463.375000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1304463 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1304712.625000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1304713 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1304934.375000 Penalty: 4582.749023
	Iteration 4Q: 3 clusters Score -1304934 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1305148.500000 Penalty: 4582.749023
	Iteration 5Q: 3 clusters Score -1305148 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1305380.375000 Penalty: 4582.749023
	Iteration 6Q: 3 clusters Score -1305380 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1305646.750000 Penalty: 4582.749023
	Iteration 7Q: 3 clusters Score -1305647 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1305913.000000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1305913 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1306173.625000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1306174 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1306449.375000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1306449 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1306707.125000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1306707 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1306948.750000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1306949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1307167.375000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1307167 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1307335.250000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1307335 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1307475.000000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1307475 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1307594.250000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1307594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1307706.125000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1307706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1307784.500000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1307784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1307831.375000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1307831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1307868.500000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1307868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1307890.750000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1307891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1307908.500000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1307908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1307927.625000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1307928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1307936.125000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1307936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1307947.000000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1307947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1307957.875000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1307958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1307971.500000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1307972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1307977.875000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1307978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1307981.125000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1307981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1307988.375000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1307988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1307993.000000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1307993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1308004.875000 Penalty: 4582.749023
	Iteration 32Q: 3 clusters Score -1308005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1308007.500000 Penalty: 4582.749023
	Iteration 33Q: 3 clusters Score -1308008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1308011.875000 Penalty: 4582.749023
	Iteration 34Q: 3 clusters Score -1308012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1308012.500000 Penalty: 4582.749023
	Iteration 35Q: 3 clusters Score -1308012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1308016.625000 Penalty: 4582.749023
	Iteration 36Q: 3 clusters Score -1308017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1308016.625000 Penalty: 4582.749023
	Iteration 37F: 3 clusters Score -1308017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Entering Unmasked Estep 
Score: -6553649.000000 Penalty: 2692.367920
	Iteration 0F: 2 clusters Score -6553649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6518827.000000 Penalty: 5384.735840
	Iteration 0F: 3 clusters Score -6518827 nChanged 23911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -6532438.000000 Penalty: 5384.735840
	Iteration 1F: 3 clusters Score -6532438 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -6534050.000000 Penalty: 5384.735840
	Iteration 2Q: 3 clusters Score -6534050 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -6536194.500000 Penalty: 5384.735840
	Iteration 3F: 3 clusters Score -6536194 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6538125.000000 Penalty: 5384.735840
	Iteration 4F: 3 clusters Score -6538125 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -6539657.500000 Penalty: 5384.735840
	Iteration 5F: 3 clusters Score -6539658 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -6540889.500000 Penalty: 5384.735840
	Iteration 6F: 3 clusters Score -6540890 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -6541904.500000 Penalty: 5384.735840
	Iteration 7Q: 3 clusters Score -6541904 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -6542830.500000 Penalty: 5384.735840
	Iteration 8Q: 3 clusters Score -6542830 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -6543730.500000 Penalty: 5384.735840
	Iteration 9Q: 3 clusters Score -6543730 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6544578.500000 Penalty: 5384.735840
	Iteration 10Q: 3 clusters Score -6544578 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6545290.000000 Penalty: 5384.735840
	Iteration 11Q: 3 clusters Score -6545290 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -6545803.500000 Penalty: 5384.735840
	Iteration 12Q: 3 clusters Score -6545804 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -6546194.000000 Penalty: 5384.735840
	Iteration 13Q: 3 clusters Score -6546194 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6546441.500000 Penalty: 5384.735840
	Iteration 14Q: 3 clusters Score -6546442 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -6546693.500000 Penalty: 5384.735840
	Iteration 15Q: 3 clusters Score -6546694 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6546809.000000 Penalty: 5384.735840
	Iteration 16Q: 3 clusters Score -6546809 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -6546917.000000 Penalty: 5384.735840
	Iteration 17Q: 3 clusters Score -6546917 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -6546972.000000 Penalty: 5384.735840
	Iteration 18Q: 3 clusters Score -6546972 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -6547046.000000 Penalty: 5384.735840
	Iteration 19Q: 3 clusters Score -6547046 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6547103.500000 Penalty: 5384.735840
	Iteration 20F: 3 clusters Score -6547104 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6547130.000000 Penalty: 5384.735840
	Iteration 21Q: 3 clusters Score -6547130 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6547143.000000 Penalty: 5384.735840
	Iteration 22Q: 3 clusters Score -6547143 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6547149.000000 Penalty: 5384.735840
	Iteration 23Q: 3 clusters Score -6547149 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6547158.000000 Penalty: 5384.735840
	Iteration 24Q: 3 clusters Score -6547158 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6547168.000000 Penalty: 5384.735840
	Iteration 25Q: 3 clusters Score -6547168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -6547195.000000 Penalty: 5384.735840
	Iteration 26Q: 3 clusters Score -6547195 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -6547206.000000 Penalty: 5384.735840
	Iteration 27Q: 3 clusters Score -6547206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -6547200.000000 Penalty: 5384.735840
	Iteration 28Q: 3 clusters Score -6547200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6547202.000000 Penalty: 5384.735840
	Iteration 29Q: 3 clusters Score -6547202 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6547210.000000 Penalty: 5384.735840
	Iteration 30Q: 3 clusters Score -6547210 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6547241.500000 Penalty: 5384.735840
	Iteration 31Q: 3 clusters Score -6547242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -6547274.500000 Penalty: 5384.735840
	Iteration 32Q: 3 clusters Score -6547274 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6547285.500000 Penalty: 5384.735840
	Iteration 33Q: 3 clusters Score -6547286 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6547319.500000 Penalty: 5384.735840
	Iteration 34Q: 3 clusters Score -6547320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6547337.500000 Penalty: 5384.735840
	Iteration 35Q: 3 clusters Score -6547338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -6547367.500000 Penalty: 5384.735840
	Iteration 36Q: 3 clusters Score -6547368 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6547396.500000 Penalty: 5384.735840
	Iteration 37Q: 3 clusters Score -6547396 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -6547459.500000 Penalty: 5384.735840
	Iteration 38Q: 3 clusters Score -6547460 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -6547517.500000 Penalty: 5384.735840
	Iteration 39Q: 3 clusters Score -6547518 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -6547604.500000 Penalty: 5384.735840
	Iteration 40F: 3 clusters Score -6547604 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -6547667.500000 Penalty: 5384.735840
	Iteration 41Q: 3 clusters Score -6547668 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6547751.000000 Penalty: 5384.735840
	Iteration 42Q: 3 clusters Score -6547751 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -6547894.500000 Penalty: 5384.735840
	Iteration 43Q: 3 clusters Score -6547894 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -6547989.500000 Penalty: 5384.735840
	Iteration 44Q: 3 clusters Score -6547990 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6548159.000000 Penalty: 5384.735840
	Iteration 45Q: 3 clusters Score -6548159 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -6548356.500000 Penalty: 5384.735840
	Iteration 46Q: 3 clusters Score -6548356 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -6548620.500000 Penalty: 5384.735840
	Iteration 47Q: 3 clusters Score -6548620 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6548893.000000 Penalty: 5384.735840
	Iteration 48Q: 3 clusters Score -6548893 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6549208.000000 Penalty: 5384.735840
	Iteration 49Q: 3 clusters Score -6549208 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6549670.000000 Penalty: 5384.735840
	Iteration 50Q: 3 clusters Score -6549670 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6550186.000000 Penalty: 5384.735840
	Iteration 51Q: 3 clusters Score -6550186 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -6550776.000000 Penalty: 5384.735840
	Iteration 52Q: 3 clusters Score -6550776 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -6551602.500000 Penalty: 5384.735840
	Iteration 53Q: 3 clusters Score -6551602 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -6552379.000000 Penalty: 5384.735840
	Iteration 54Q: 3 clusters Score -6552379 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6552858.000000 Penalty: 5384.735840
	Iteration 55Q: 3 clusters Score -6552858 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -6553095.000000 Penalty: 5384.735840
	Iteration 56Q: 3 clusters Score -6553095 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6553182.500000 Penalty: 5384.735840
	Iteration 57Q: 3 clusters Score -6553182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6553212.000000 Penalty: 5384.735840
	Iteration 58Q: 3 clusters Score -6553212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -6553230.500000 Penalty: 5384.735840
	Iteration 59Q: 3 clusters Score -6553230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6554114.000000 Penalty: 5384.735840
	Iteration 60F: 3 clusters Score -6554114 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6555566.000000 Penalty: 5384.735840
	Iteration 61Q: 3 clusters Score -6555566 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6556612.500000 Penalty: 5384.735840
	Iteration 62Q: 3 clusters Score -6556612 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6557019.500000 Penalty: 5384.735840
	Iteration 63Q: 3 clusters Score -6557020 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -6557150.500000 Penalty: 5384.735840
	Iteration 64Q: 3 clusters Score -6557150 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -6557248.500000 Penalty: 5384.735840
	Iteration 65Q: 3 clusters Score -6557248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6557296.500000 Penalty: 5384.735840
	Iteration 66Q: 3 clusters Score -6557296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6557335.000000 Penalty: 5384.735840
	Iteration 67Q: 3 clusters Score -6557335 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6557353.000000 Penalty: 5384.735840
	Iteration 68Q: 3 clusters Score -6557353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6557386.000000 Penalty: 5384.735840
	Iteration 69Q: 3 clusters Score -6557386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6557408.500000 Penalty: 5384.735840
	Iteration 70Q: 3 clusters Score -6557408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -6557417.000000 Penalty: 5384.735840
	Iteration 71Q: 3 clusters Score -6557417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -6557424.000000 Penalty: 5384.735840
	Iteration 72Q: 3 clusters Score -6557424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6557443.500000 Penalty: 5384.735840
	Iteration 73Q: 3 clusters Score -6557444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6557443.000000 Penalty: 5384.735840
	Iteration 74Q: 3 clusters Score -6557443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6557448.000000 Penalty: 5384.735840
	Iteration 75Q: 3 clusters Score -6557448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6557440.000000 Penalty: 5384.735840
	Iteration 76Q: 3 clusters Score -6557440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -6557437.000000 Penalty: 5384.735840
	Iteration 77Q: 3 clusters Score -6557437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6557446.000000 Penalty: 5384.735840
	Iteration 78Q: 3 clusters Score -6557446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -6557448.000000 Penalty: 5384.735840
	Iteration 79Q: 3 clusters Score -6557448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -6557452.000000 Penalty: 5384.735840
	Iteration 80F: 3 clusters Score -6557452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 16837 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 23055 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Entering Unmasked Estep 
Score: -104834424.000000 Penalty: 71040.851562
Splitting cluster 4 changes total score from -104829520.000000 to -104834424.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (16837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Entering Unmasked Estep 
Score: -2115893.250000 Penalty: 2413.370850
	Iteration 0F: 2 clusters Score -2115893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2103922.000000 Penalty: 4826.741699
	Iteration 0F: 3 clusters Score -2103922 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2108093.250000 Penalty: 4826.741699
	Iteration 1F: 3 clusters Score -2108093 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2109131.000000 Penalty: 4826.741699
	Iteration 2F: 3 clusters Score -2109131 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2110612.750000 Penalty: 4826.741699
	Iteration 3F: 3 clusters Score -2110613 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2112447.250000 Penalty: 4826.741699
	Iteration 4F: 3 clusters Score -2112447 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2114111.250000 Penalty: 4826.741699
	Iteration 5F: 3 clusters Score -2114111 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2115285.000000 Penalty: 4826.741699
	Iteration 6F: 3 clusters Score -2115285 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2116060.750000 Penalty: 4826.741699
	Iteration 7F: 3 clusters Score -2116061 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2116682.500000 Penalty: 4826.741699
	Iteration 8Q: 3 clusters Score -2116682 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2117276.750000 Penalty: 4826.741699
	Iteration 9Q: 3 clusters Score -2117277 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2117623.250000 Penalty: 4826.741699
	Iteration 10Q: 3 clusters Score -2117623 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2117715.750000 Penalty: 4826.741699
	Iteration 11Q: 3 clusters Score -2117716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2117771.500000 Penalty: 4826.741699
	Iteration 12Q: 3 clusters Score -2117772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2117786.000000 Penalty: 4826.741699
	Iteration 13Q: 3 clusters Score -2117786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2117804.500000 Penalty: 4826.741699
	Iteration 14Q: 3 clusters Score -2117804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2117816.750000 Penalty: 4826.741699
	Iteration 15Q: 3 clusters Score -2117817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2117816.000000 Penalty: 4826.741699
	Iteration 16Q: 3 clusters Score -2117816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2117818.750000 Penalty: 4826.741699
	Iteration 17Q: 3 clusters Score -2117819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2117821.750000 Penalty: 4826.741699
	Iteration 18Q: 3 clusters Score -2117822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2117826.750000 Penalty: 4826.741699
	Iteration 19Q: 3 clusters Score -2117827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2117821.250000 Penalty: 4826.741699
	Iteration 20F: 3 clusters Score -2117821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2117827.750000 Penalty: 4826.741699
	Iteration 21Q: 3 clusters Score -2117828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2117828.250000 Penalty: 4826.741699
	Iteration 22Q: 3 clusters Score -2117828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2117828.250000 Penalty: 4826.741699
	Iteration 23F: 3 clusters Score -2117828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 23055 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Entering Unmasked Estep 
Score: -104834976.000000 Penalty: 74423.750000
Splitting cluster 5 changes total score from -104829520.000000 to -104834976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (66786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Entering Unmasked Estep 
Score: -7975051.500000 Penalty: 2755.093750
	Iteration 0F: 2 clusters Score -7975052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -7930396.500000 Penalty: 5510.187500
	Iteration 0F: 3 clusters Score -7930396 nChanged 31290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -7948538.000000 Penalty: 5510.187500
	Iteration 1F: 3 clusters Score -7948538 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7950038.000000 Penalty: 5510.187500
	Iteration 2F: 3 clusters Score -7950038 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -7952073.500000 Penalty: 5510.187500
	Iteration 3F: 3 clusters Score -7952074 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -7954863.500000 Penalty: 5510.187500
	Iteration 4F: 3 clusters Score -7954864 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -7958235.000000 Penalty: 5510.187500
	Iteration 5F: 3 clusters Score -7958235 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7961676.500000 Penalty: 5510.187500
	Iteration 6F: 3 clusters Score -7961676 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7964850.000000 Penalty: 5510.187500
	Iteration 7F: 3 clusters Score -7964850 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -7967436.000000 Penalty: 5510.187500
	Iteration 8F: 3 clusters Score -7967436 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7969381.000000 Penalty: 5510.187500
	Iteration 9Q: 3 clusters Score -7969381 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7970750.000000 Penalty: 5510.187500
	Iteration 10Q: 3 clusters Score -7970750 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7971506.500000 Penalty: 5510.187500
	Iteration 11Q: 3 clusters Score -7971506 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7971951.500000 Penalty: 5510.187500
	Iteration 12Q: 3 clusters Score -7971952 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7972251.000000 Penalty: 5510.187500
	Iteration 13Q: 3 clusters Score -7972251 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7972432.000000 Penalty: 5510.187500
	Iteration 14Q: 3 clusters Score -7972432 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7972552.500000 Penalty: 5510.187500
	Iteration 15Q: 3 clusters Score -7972552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7972637.500000 Penalty: 5510.187500
	Iteration 16Q: 3 clusters Score -7972638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7972739.000000 Penalty: 5510.187500
	Iteration 17Q: 3 clusters Score -7972739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7972768.500000 Penalty: 5510.187500
	Iteration 18Q: 3 clusters Score -7972768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7972826.500000 Penalty: 5510.187500
	Iteration 19Q: 3 clusters Score -7972826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7972881.000000 Penalty: 5510.187500
	Iteration 20F: 3 clusters Score -7972881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7972913.000000 Penalty: 5510.187500
	Iteration 21Q: 3 clusters Score -7972913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7972924.000000 Penalty: 5510.187500
	Iteration 22Q: 3 clusters Score -7972924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7972938.000000 Penalty: 5510.187500
	Iteration 23Q: 3 clusters Score -7972938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7972963.500000 Penalty: 5510.187500
	Iteration 24Q: 3 clusters Score -7972964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7972977.500000 Penalty: 5510.187500
	Iteration 25Q: 3 clusters Score -7972978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7972970.000000 Penalty: 5510.187500
	Iteration 26Q: 3 clusters Score -7972970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7972973.000000 Penalty: 5510.187500
	Iteration 27Q: 3 clusters Score -7972973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7972973.000000 Penalty: 5510.187500
	Iteration 28Q: 3 clusters Score -7972973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7972969.500000 Penalty: 5510.187500
	Iteration 29Q: 3 clusters Score -7972970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7972977.000000 Penalty: 5510.187500
	Iteration 30Q: 3 clusters Score -7972977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7972984.500000 Penalty: 5510.187500
	Iteration 31Q: 3 clusters Score -7972984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7972985.000000 Penalty: 5510.187500
	Iteration 32Q: 3 clusters Score -7972985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7972982.000000 Penalty: 5510.187500
	Iteration 33Q: 3 clusters Score -7972982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7972995.000000 Penalty: 5510.187500
	Iteration 34Q: 3 clusters Score -7972995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7972982.500000 Penalty: 5510.187500
	Iteration 35Q: 3 clusters Score -7972982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7972975.000000 Penalty: 5510.187500
	Iteration 36Q: 3 clusters Score -7972975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7972977.500000 Penalty: 5510.187500
	Iteration 37Q: 3 clusters Score -7972978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7972979.500000 Penalty: 5510.187500
	Iteration 38Q: 3 clusters Score -7972980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7972974.500000 Penalty: 5510.187500
	Iteration 39Q: 3 clusters Score -7972974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7972978.000000 Penalty: 5510.187500
	Iteration 40F: 3 clusters Score -7972978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7972976.000000 Penalty: 5510.187500
	Iteration 41Q: 3 clusters Score -7972976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7972979.500000 Penalty: 5510.187500
	Iteration 42Q: 3 clusters Score -7972980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7972979.500000 Penalty: 5510.187500
	Iteration 43F: 3 clusters Score -7972980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150815 members 
Entering Unmasked Estep 
Score: -19548340.000000 Penalty: 2957.104736
	Iteration 0F: 2 clusters Score -1.954834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -19446686.000000 Penalty: 5914.209473
	Iteration 0F: 3 clusters Score -1.944669e+07 nChanged 72482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -19488876.000000 Penalty: 5914.209473
	Iteration 1F: 3 clusters Score -1.948888e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -19490060.000000 Penalty: 5914.209473
	Iteration 2Q: 3 clusters Score -1.949006e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -19491750.000000 Penalty: 5914.209473
	Iteration 3Q: 3 clusters Score -1.949175e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -19494018.000000 Penalty: 5914.209473
	Iteration 4Q: 3 clusters Score -1.949402e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -19497448.000000 Penalty: 5914.209473
	Iteration 5Q: 3 clusters Score -1.949745e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -19502514.000000 Penalty: 5914.209473
	Iteration 6F: 3 clusters Score -1.950251e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -19509500.000000 Penalty: 5914.209473
	Iteration 7F: 3 clusters Score -1.95095e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -19517628.000000 Penalty: 5914.209473
	Iteration 8F: 3 clusters Score -1.951763e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -19525734.000000 Penalty: 5914.209473
	Iteration 9F: 3 clusters Score -1.952573e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -19532004.000000 Penalty: 5914.209473
	Iteration 10F: 3 clusters Score -1.9532e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -19535700.000000 Penalty: 5914.209473
	Iteration 11Q: 3 clusters Score -1.95357e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -19537628.000000 Penalty: 5914.209473
	Iteration 12Q: 3 clusters Score -1.953763e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -19538594.000000 Penalty: 5914.209473
	Iteration 13Q: 3 clusters Score -1.953859e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -19539516.000000 Penalty: 5914.209473
	Iteration 14Q: 3 clusters Score -1.953952e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -19540174.000000 Penalty: 5914.209473
	Iteration 15Q: 3 clusters Score -1.954017e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -19540720.000000 Penalty: 5914.209473
	Iteration 16Q: 3 clusters Score -1.954072e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -19541172.000000 Penalty: 5914.209473
	Iteration 17Q: 3 clusters Score -1.954117e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -19541520.000000 Penalty: 5914.209473
	Iteration 18Q: 3 clusters Score -1.954152e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -19541864.000000 Penalty: 5914.209473
	Iteration 19Q: 3 clusters Score -1.954186e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -19542160.000000 Penalty: 5914.209473
	Iteration 20F: 3 clusters Score -1.954216e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -19542532.000000 Penalty: 5914.209473
	Iteration 21Q: 3 clusters Score -1.954253e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -19542874.000000 Penalty: 5914.209473
	Iteration 22Q: 3 clusters Score -1.954287e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -19543026.000000 Penalty: 5914.209473
	Iteration 23Q: 3 clusters Score -1.954303e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -19543240.000000 Penalty: 5914.209473
	Iteration 24Q: 3 clusters Score -1.954324e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -19543574.000000 Penalty: 5914.209473
	Iteration 25Q: 3 clusters Score -1.954357e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 131832 members 
Entering Unmasked Estep 
Score: -19543912.000000 Penalty: 5914.209473
	Iteration 26Q: 3 clusters Score -1.954391e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 132726 members 
Entering Unmasked Estep 
Score: -19544192.000000 Penalty: 5914.209473
	Iteration 27Q: 3 clusters Score -1.954419e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -19544526.000000 Penalty: 5914.209473
	Iteration 28Q: 3 clusters Score -1.954453e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -19544818.000000 Penalty: 5914.209473
	Iteration 29Q: 3 clusters Score -1.954482e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 135158 members 
Entering Unmasked Estep 
Score: -19545182.000000 Penalty: 5914.209473
	Iteration 30Q: 3 clusters Score -1.954518e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -19545472.000000 Penalty: 5914.209473
	Iteration 31Q: 3 clusters Score -1.954547e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -19545822.000000 Penalty: 5914.209473
	Iteration 32Q: 3 clusters Score -1.954582e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -19545978.000000 Penalty: 5914.209473
	Iteration 33Q: 3 clusters Score -1.954598e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -19546202.000000 Penalty: 5914.209473
	Iteration 34Q: 3 clusters Score -1.95462e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 137966 members 
Entering Unmasked Estep 
Score: -19546318.000000 Penalty: 5914.209473
	Iteration 35Q: 3 clusters Score -1.954632e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -19546392.000000 Penalty: 5914.209473
	Iteration 36Q: 3 clusters Score -1.954639e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -19546402.000000 Penalty: 5914.209473
	Iteration 37Q: 3 clusters Score -1.95464e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 139094 members 
Entering Unmasked Estep 
Score: -19546430.000000 Penalty: 5914.209473
	Iteration 38Q: 3 clusters Score -1.954643e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -19546508.000000 Penalty: 5914.209473
	Iteration 39Q: 3 clusters Score -1.954651e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 139699 members 
Entering Unmasked Estep 
Score: -19546558.000000 Penalty: 5914.209473
	Iteration 40F: 3 clusters Score -1.954656e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -19546656.000000 Penalty: 5914.209473
	Iteration 41Q: 3 clusters Score -1.954666e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -19546728.000000 Penalty: 5914.209473
	Iteration 42Q: 3 clusters Score -1.954673e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 140498 members 
Entering Unmasked Estep 
Score: -19546818.000000 Penalty: 5914.209473
	Iteration 43Q: 3 clusters Score -1.954682e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -19546902.000000 Penalty: 5914.209473
	Iteration 44Q: 3 clusters Score -1.95469e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -19546892.000000 Penalty: 5914.209473
	Iteration 45Q: 3 clusters Score -1.954689e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -19546944.000000 Penalty: 5914.209473
	Iteration 46Q: 3 clusters Score -1.954694e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -19546972.000000 Penalty: 5914.209473
	Iteration 47Q: 3 clusters Score -1.954697e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -19547028.000000 Penalty: 5914.209473
	Iteration 48Q: 3 clusters Score -1.954703e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 141671 members 
Entering Unmasked Estep 
Score: -19547024.000000 Penalty: 5914.209473
	Iteration 49Q: 3 clusters Score -1.954702e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -19546980.000000 Penalty: 5914.209473
	Iteration 50Q: 3 clusters Score -1.954698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -19547000.000000 Penalty: 5914.209473
	Iteration 51Q: 3 clusters Score -1.9547e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 142042 members 
Entering Unmasked Estep 
Score: -19547060.000000 Penalty: 5914.209473
	Iteration 52Q: 3 clusters Score -1.954706e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -19547092.000000 Penalty: 5914.209473
	Iteration 53Q: 3 clusters Score -1.954709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
Score: -19547138.000000 Penalty: 5914.209473
	Iteration 54Q: 3 clusters Score -1.954714e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -19547160.000000 Penalty: 5914.209473
	Iteration 55Q: 3 clusters Score -1.954716e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 142446 members 
Entering Unmasked Estep 
Score: -19547158.000000 Penalty: 5914.209473
	Iteration 56Q: 3 clusters Score -1.954716e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -19547194.000000 Penalty: 5914.209473
	Iteration 57Q: 3 clusters Score -1.954719e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -19547220.000000 Penalty: 5914.209473
	Iteration 58Q: 3 clusters Score -1.954722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -19547198.000000 Penalty: 5914.209473
	Iteration 59Q: 3 clusters Score -1.95472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -19547198.000000 Penalty: 5914.209473
	Iteration 60F: 3 clusters Score -1.95472e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -19547234.000000 Penalty: 5914.209473
	Iteration 61Q: 3 clusters Score -1.954723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -19547222.000000 Penalty: 5914.209473
	Iteration 62Q: 3 clusters Score -1.954722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 142862 members 
Entering Unmasked Estep 
Score: -19547212.000000 Penalty: 5914.209473
	Iteration 63Q: 3 clusters Score -1.954721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -19547222.000000 Penalty: 5914.209473
	Iteration 64Q: 3 clusters Score -1.954722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -19547232.000000 Penalty: 5914.209473
	Iteration 65Q: 3 clusters Score -1.954723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 142915 members 
Entering Unmasked Estep 
Score: -19547224.000000 Penalty: 5914.209473
	Iteration 66Q: 3 clusters Score -1.954722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -19547196.000000 Penalty: 5914.209473
	Iteration 67Q: 3 clusters Score -1.95472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 142945 members 
Entering Unmasked Estep 
Score: -19547194.000000 Penalty: 5914.209473
	Iteration 68Q: 3 clusters Score -1.954719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -19547204.000000 Penalty: 5914.209473
	Iteration 69Q: 3 clusters Score -1.95472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -19547214.000000 Penalty: 5914.209473
	Iteration 70Q: 3 clusters Score -1.954721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -19547224.000000 Penalty: 5914.209473
	Iteration 71Q: 3 clusters Score -1.954722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -19547230.000000 Penalty: 5914.209473
	Iteration 72Q: 3 clusters Score -1.954723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -19547220.000000 Penalty: 5914.209473
	Iteration 73Q: 3 clusters Score -1.954722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -19547216.000000 Penalty: 5914.209473
	Iteration 74Q: 3 clusters Score -1.954722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -19547216.000000 Penalty: 5914.209473
	Iteration 75Q: 3 clusters Score -1.954722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -19547218.000000 Penalty: 5914.209473
	Iteration 76Q: 3 clusters Score -1.954722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -19547242.000000 Penalty: 5914.209473
	Iteration 77Q: 3 clusters Score -1.954724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -19547246.000000 Penalty: 5914.209473
	Iteration 78Q: 3 clusters Score -1.954725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -19547250.000000 Penalty: 5914.209473
	Iteration 79Q: 3 clusters Score -1.954725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -19547226.000000 Penalty: 5914.209473
	Iteration 80F: 3 clusters Score -1.954723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 143144 members 
Entering Unmasked Estep 
Score: -19547236.000000 Penalty: 5914.209473
	Iteration 81Q: 3 clusters Score -1.954724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -19547230.000000 Penalty: 5914.209473
	Iteration 82Q: 3 clusters Score -1.954723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -19547240.000000 Penalty: 5914.209473
	Iteration 83Q: 3 clusters Score -1.954724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -19547248.000000 Penalty: 5914.209473
	Iteration 84Q: 3 clusters Score -1.954725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -19547242.000000 Penalty: 5914.209473
	Iteration 85Q: 3 clusters Score -1.954724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -19547252.000000 Penalty: 5914.209473
	Iteration 86Q: 3 clusters Score -1.954725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 143177 members 
Entering Unmasked Estep 
Score: -19547244.000000 Penalty: 5914.209473
	Iteration 87Q: 3 clusters Score -1.954724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 143184 members 
Entering Unmasked Estep 
Score: -19547246.000000 Penalty: 5914.209473
	Iteration 88Q: 3 clusters Score -1.954725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -19547250.000000 Penalty: 5914.209473
	Iteration 89Q: 3 clusters Score -1.954725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 143195 members 
Entering Unmasked Estep 
Score: -19547252.000000 Penalty: 5914.209473
	Iteration 90Q: 3 clusters Score -1.954725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -19547254.000000 Penalty: 5914.209473
	Iteration 91Q: 3 clusters Score -1.954725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -19547254.000000 Penalty: 5914.209473
	Iteration 92Q: 3 clusters Score -1.954725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -19547268.000000 Penalty: 5914.209473
	Iteration 93Q: 3 clusters Score -1.954727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -19547264.000000 Penalty: 5914.209473
	Iteration 94Q: 3 clusters Score -1.954726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -19547270.000000 Penalty: 5914.209473
	Iteration 95Q: 3 clusters Score -1.954727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -19547252.000000 Penalty: 5914.209473
	Iteration 96Q: 3 clusters Score -1.954725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -19547254.000000 Penalty: 5914.209473
	Iteration 97Q: 3 clusters Score -1.954725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -19547248.000000 Penalty: 5914.209473
	Iteration 98Q: 3 clusters Score -1.954725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 143233 members 
Entering Unmasked Estep 
Score: -19547248.000000 Penalty: 5914.209473
	Iteration 99Q: 3 clusters Score -1.954725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 143234 members 
Entering Unmasked Estep 
Score: -19547256.000000 Penalty: 5914.209473
	Iteration 100F: 3 clusters Score -1.954726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -19547252.000000 Penalty: 5914.209473
	Iteration 101Q: 3 clusters Score -1.954725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -19547258.000000 Penalty: 5914.209473
	Iteration 102Q: 3 clusters Score -1.954726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -19547250.000000 Penalty: 5914.209473
	Iteration 103Q: 3 clusters Score -1.954725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -19547248.000000 Penalty: 5914.209473
	Iteration 104Q: 3 clusters Score -1.954725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -19547248.000000 Penalty: 5914.209473
	Iteration 105F: 3 clusters Score -1.954725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (312711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312711 members 
Entering Unmasked Estep 
Score: -40567964.000000 Penalty: 3137.952637
	Iteration 0F: 2 clusters Score -4.056796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -40386384.000000 Penalty: 6275.905273
	Iteration 0F: 3 clusters Score -4.038638e+07 nChanged 151724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -40477896.000000 Penalty: 6275.905273
	Iteration 1F: 3 clusters Score -4.04779e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147380 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -40480960.000000 Penalty: 6275.905273
	Iteration 2Q: 3 clusters Score -4.048096e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142766 members 
Mstep: Class 2 contains 169945 members 
Entering Unmasked Estep 
Score: -40485844.000000 Penalty: 6275.905273
	Iteration 3Q: 3 clusters Score -4.048584e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136623 members 
Mstep: Class 2 contains 176088 members 
Entering Unmasked Estep 
Score: -40492404.000000 Penalty: 6275.905273
	Iteration 4Q: 3 clusters Score -4.04924e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -40501508.000000 Penalty: 6275.905273
	Iteration 5F: 3 clusters Score -4.050151e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 193108 members 
Entering Unmasked Estep 
Score: -40512508.000000 Penalty: 6275.905273
	Iteration 6F: 3 clusters Score -4.051251e+07 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 202939 members 
Entering Unmasked Estep 
Score: -40524200.000000 Penalty: 6275.905273
	Iteration 7F: 3 clusters Score -4.05242e+07 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -40535684.000000 Penalty: 6275.905273
	Iteration 8F: 3 clusters Score -4.053568e+07 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 217607 members 
Entering Unmasked Estep 
Score: -40545376.000000 Penalty: 6275.905273
	Iteration 9F: 3 clusters Score -4.054538e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 221284 members 
Entering Unmasked Estep 
Score: -40551064.000000 Penalty: 6275.905273
	Iteration 10Q: 3 clusters Score -4.055106e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 223879 members 
Entering Unmasked Estep 
Score: -40553092.000000 Penalty: 6275.905273
	Iteration 11Q: 3 clusters Score -4.055309e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 226093 members 
Entering Unmasked Estep 
Score: -40554136.000000 Penalty: 6275.905273
	Iteration 12Q: 3 clusters Score -4.055414e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 228067 members 
Entering Unmasked Estep 
Score: -40554192.000000 Penalty: 6275.905273
	Iteration 13Q: 3 clusters Score -4.055419e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 229671 members 
Entering Unmasked Estep 
Score: -40554728.000000 Penalty: 6275.905273
	Iteration 14Q: 3 clusters Score -4.055473e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 230804 members 
Entering Unmasked Estep 
Score: -40554888.000000 Penalty: 6275.905273
	Iteration 15Q: 3 clusters Score -4.055489e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 231661 members 
Entering Unmasked Estep 
Score: -40554868.000000 Penalty: 6275.905273
	Iteration 16Q: 3 clusters Score -4.055487e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 232209 members 
Entering Unmasked Estep 
Score: -40554972.000000 Penalty: 6275.905273
	Iteration 17Q: 3 clusters Score -4.055497e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 232621 members 
Entering Unmasked Estep 
Score: -40555060.000000 Penalty: 6275.905273
	Iteration 18Q: 3 clusters Score -4.055506e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 232913 members 
Entering Unmasked Estep 
Score: -40555048.000000 Penalty: 6275.905273
	Iteration 19Q: 3 clusters Score -4.055505e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 233080 members 
Entering Unmasked Estep 
Score: -40555052.000000 Penalty: 6275.905273
	Iteration 20F: 3 clusters Score -4.055505e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 233157 members 
Entering Unmasked Estep 
Score: -40554944.000000 Penalty: 6275.905273
	Iteration 21Q: 3 clusters Score -4.055494e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 233126 members 
Entering Unmasked Estep 
Score: -40554936.000000 Penalty: 6275.905273
	Iteration 22Q: 3 clusters Score -4.055494e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 233048 members 
Entering Unmasked Estep 
Score: -40554940.000000 Penalty: 6275.905273
	Iteration 23Q: 3 clusters Score -4.055494e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 232946 members 
Entering Unmasked Estep 
Score: -40554948.000000 Penalty: 6275.905273
	Iteration 24Q: 3 clusters Score -4.055495e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 232795 members 
Entering Unmasked Estep 
Score: -40555156.000000 Penalty: 6275.905273
	Iteration 25Q: 3 clusters Score -4.055516e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 232643 members 
Entering Unmasked Estep 
Score: -40555004.000000 Penalty: 6275.905273
	Iteration 26Q: 3 clusters Score -4.0555e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 232462 members 
Entering Unmasked Estep 
Score: -40554960.000000 Penalty: 6275.905273
	Iteration 27Q: 3 clusters Score -4.055496e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 232275 members 
Entering Unmasked Estep 
Score: -40554980.000000 Penalty: 6275.905273
	Iteration 28Q: 3 clusters Score -4.055498e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 232055 members 
Entering Unmasked Estep 
Score: -40554848.000000 Penalty: 6275.905273
	Iteration 29Q: 3 clusters Score -4.055485e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 231827 members 
Entering Unmasked Estep 
Score: -40554784.000000 Penalty: 6275.905273
	Iteration 30Q: 3 clusters Score -4.055478e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 231606 members 
Entering Unmasked Estep 
Score: -40554768.000000 Penalty: 6275.905273
	Iteration 31Q: 3 clusters Score -4.055477e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 231419 members 
Entering Unmasked Estep 
Score: -40554740.000000 Penalty: 6275.905273
	Iteration 32Q: 3 clusters Score -4.055474e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 231261 members 
Entering Unmasked Estep 
Score: -40554860.000000 Penalty: 6275.905273
	Iteration 33Q: 3 clusters Score -4.055486e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 231103 members 
Entering Unmasked Estep 
Score: -40554856.000000 Penalty: 6275.905273
	Iteration 34Q: 3 clusters Score -4.055486e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 230962 members 
Entering Unmasked Estep 
Score: -40554824.000000 Penalty: 6275.905273
	Iteration 35Q: 3 clusters Score -4.055482e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 230856 members 
Entering Unmasked Estep 
Score: -40554852.000000 Penalty: 6275.905273
	Iteration 36Q: 3 clusters Score -4.055485e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 230742 members 
Entering Unmasked Estep 
Score: -40554816.000000 Penalty: 6275.905273
	Iteration 37Q: 3 clusters Score -4.055482e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 230621 members 
Entering Unmasked Estep 
Score: -40554788.000000 Penalty: 6275.905273
	Iteration 38Q: 3 clusters Score -4.055479e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 230471 members 
Entering Unmasked Estep 
Score: -40554788.000000 Penalty: 6275.905273
	Iteration 39Q: 3 clusters Score -4.055479e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 230368 members 
Entering Unmasked Estep 
Score: -40554840.000000 Penalty: 6275.905273
	Iteration 40F: 3 clusters Score -4.055484e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 230248 members 
Entering Unmasked Estep 
Score: -40554904.000000 Penalty: 6275.905273
	Iteration 41Q: 3 clusters Score -4.05549e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 230133 members 
Entering Unmasked Estep 
Score: -40554948.000000 Penalty: 6275.905273
	Iteration 42Q: 3 clusters Score -4.055495e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 230022 members 
Entering Unmasked Estep 
Score: -40554932.000000 Penalty: 6275.905273
	Iteration 43Q: 3 clusters Score -4.055493e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 229913 members 
Entering Unmasked Estep 
Score: -40554940.000000 Penalty: 6275.905273
	Iteration 44Q: 3 clusters Score -4.055494e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 229819 members 
Entering Unmasked Estep 
Score: -40554920.000000 Penalty: 6275.905273
	Iteration 45Q: 3 clusters Score -4.055492e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 229732 members 
Entering Unmasked Estep 
Score: -40554960.000000 Penalty: 6275.905273
	Iteration 46Q: 3 clusters Score -4.055496e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 229645 members 
Entering Unmasked Estep 
Score: -40555008.000000 Penalty: 6275.905273
	Iteration 47Q: 3 clusters Score -4.055501e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 229560 members 
Entering Unmasked Estep 
Score: -40555032.000000 Penalty: 6275.905273
	Iteration 48Q: 3 clusters Score -4.055503e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 229487 members 
Entering Unmasked Estep 
Score: -40555016.000000 Penalty: 6275.905273
	Iteration 49Q: 3 clusters Score -4.055502e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 229442 members 
Entering Unmasked Estep 
Score: -40555032.000000 Penalty: 6275.905273
	Iteration 50Q: 3 clusters Score -4.055503e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 229391 members 
Entering Unmasked Estep 
Score: -40555064.000000 Penalty: 6275.905273
	Iteration 51Q: 3 clusters Score -4.055506e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 229336 members 
Entering Unmasked Estep 
Score: -40555036.000000 Penalty: 6275.905273
	Iteration 52Q: 3 clusters Score -4.055504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 229294 members 
Entering Unmasked Estep 
Score: -40555044.000000 Penalty: 6275.905273
	Iteration 53Q: 3 clusters Score -4.055504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 229264 members 
Entering Unmasked Estep 
Score: -40555008.000000 Penalty: 6275.905273
	Iteration 54Q: 3 clusters Score -4.055501e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 229241 members 
Entering Unmasked Estep 
Score: -40555040.000000 Penalty: 6275.905273
	Iteration 55Q: 3 clusters Score -4.055504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 229220 members 
Entering Unmasked Estep 
Score: -40555068.000000 Penalty: 6275.905273
	Iteration 56Q: 3 clusters Score -4.055507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 229197 members 
Entering Unmasked Estep 
Score: -40555100.000000 Penalty: 6275.905273
	Iteration 57Q: 3 clusters Score -4.05551e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 229160 members 
Entering Unmasked Estep 
Score: -40555104.000000 Penalty: 6275.905273
	Iteration 58Q: 3 clusters Score -4.05551e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 229114 members 
Entering Unmasked Estep 
Score: -40555136.000000 Penalty: 6275.905273
	Iteration 59Q: 3 clusters Score -4.055514e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 229072 members 
Entering Unmasked Estep 
Score: -40555108.000000 Penalty: 6275.905273
	Iteration 60F: 3 clusters Score -4.055511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 229044 members 
Entering Unmasked Estep 
Score: -40555136.000000 Penalty: 6275.905273
	Iteration 61Q: 3 clusters Score -4.055514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 229006 members 
Entering Unmasked Estep 
Score: -40555120.000000 Penalty: 6275.905273
	Iteration 62Q: 3 clusters Score -4.055512e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 228965 members 
Entering Unmasked Estep 
Score: -40555132.000000 Penalty: 6275.905273
	Iteration 63Q: 3 clusters Score -4.055513e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 228941 members 
Entering Unmasked Estep 
Score: -40555152.000000 Penalty: 6275.905273
	Iteration 64Q: 3 clusters Score -4.055515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -40555152.000000 Penalty: 6275.905273
	Iteration 65Q: 3 clusters Score -4.055515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 228883 members 
Entering Unmasked Estep 
Score: -40555184.000000 Penalty: 6275.905273
	Iteration 66Q: 3 clusters Score -4.055518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 228847 members 
Entering Unmasked Estep 
Score: -40555136.000000 Penalty: 6275.905273
	Iteration 67Q: 3 clusters Score -4.055514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 228794 members 
Entering Unmasked Estep 
Score: -40555100.000000 Penalty: 6275.905273
	Iteration 68Q: 3 clusters Score -4.05551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 228746 members 
Entering Unmasked Estep 
Score: -40555068.000000 Penalty: 6275.905273
	Iteration 69Q: 3 clusters Score -4.055507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 228701 members 
Entering Unmasked Estep 
Score: -40555088.000000 Penalty: 6275.905273
	Iteration 70Q: 3 clusters Score -4.055509e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 228651 members 
Entering Unmasked Estep 
Score: -40555080.000000 Penalty: 6275.905273
	Iteration 71Q: 3 clusters Score -4.055508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 228601 members 
Entering Unmasked Estep 
Score: -40555116.000000 Penalty: 6275.905273
	Iteration 72Q: 3 clusters Score -4.055512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 228554 members 
Entering Unmasked Estep 
Score: -40555124.000000 Penalty: 6275.905273
	Iteration 73Q: 3 clusters Score -4.055512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 228507 members 
Entering Unmasked Estep 
Score: -40555184.000000 Penalty: 6275.905273
	Iteration 74Q: 3 clusters Score -4.055518e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 228454 members 
Entering Unmasked Estep 
Score: -40555204.000000 Penalty: 6275.905273
	Iteration 75Q: 3 clusters Score -4.05552e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 228398 members 
Entering Unmasked Estep 
Score: -40555204.000000 Penalty: 6275.905273
	Iteration 76Q: 3 clusters Score -4.05552e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 228341 members 
Entering Unmasked Estep 
Score: -40555212.000000 Penalty: 6275.905273
	Iteration 77Q: 3 clusters Score -4.055521e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 228300 members 
Entering Unmasked Estep 
Score: -40555220.000000 Penalty: 6275.905273
	Iteration 78Q: 3 clusters Score -4.055522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 228267 members 
Entering Unmasked Estep 
Score: -40555192.000000 Penalty: 6275.905273
	Iteration 79Q: 3 clusters Score -4.055519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 228226 members 
Entering Unmasked Estep 
Score: -40555212.000000 Penalty: 6275.905273
	Iteration 80F: 3 clusters Score -4.055521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 228181 members 
Entering Unmasked Estep 
Score: -40555196.000000 Penalty: 6275.905273
	Iteration 81Q: 3 clusters Score -4.05552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -40555212.000000 Penalty: 6275.905273
	Iteration 82Q: 3 clusters Score -4.055521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 228088 members 
Entering Unmasked Estep 
Score: -40555184.000000 Penalty: 6275.905273
	Iteration 83Q: 3 clusters Score -4.055518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -40555188.000000 Penalty: 6275.905273
	Iteration 84Q: 3 clusters Score -4.055519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 228018 members 
Entering Unmasked Estep 
Score: -40555196.000000 Penalty: 6275.905273
	Iteration 85Q: 3 clusters Score -4.05552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 227984 members 
Entering Unmasked Estep 
Score: -40555200.000000 Penalty: 6275.905273
	Iteration 86Q: 3 clusters Score -4.05552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 227958 members 
Entering Unmasked Estep 
Score: -40555232.000000 Penalty: 6275.905273
	Iteration 87Q: 3 clusters Score -4.055523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 227932 members 
Entering Unmasked Estep 
Score: -40555256.000000 Penalty: 6275.905273
	Iteration 88Q: 3 clusters Score -4.055526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 227908 members 
Entering Unmasked Estep 
Score: -40555260.000000 Penalty: 6275.905273
	Iteration 89Q: 3 clusters Score -4.055526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -40555248.000000 Penalty: 6275.905273
	Iteration 90Q: 3 clusters Score -4.055525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -40555252.000000 Penalty: 6275.905273
	Iteration 91Q: 3 clusters Score -4.055525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 227854 members 
Entering Unmasked Estep 
Score: -40555252.000000 Penalty: 6275.905273
	Iteration 92Q: 3 clusters Score -4.055525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 227832 members 
Entering Unmasked Estep 
Score: -40555260.000000 Penalty: 6275.905273
	Iteration 93Q: 3 clusters Score -4.055526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 227814 members 
Entering Unmasked Estep 
Score: -40555252.000000 Penalty: 6275.905273
	Iteration 94Q: 3 clusters Score -4.055525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 227803 members 
Entering Unmasked Estep 
Score: -40555276.000000 Penalty: 6275.905273
	Iteration 95Q: 3 clusters Score -4.055528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 227789 members 
Entering Unmasked Estep 
Score: -40555280.000000 Penalty: 6275.905273
	Iteration 96Q: 3 clusters Score -4.055528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 227772 members 
Entering Unmasked Estep 
Score: -40555276.000000 Penalty: 6275.905273
	Iteration 97Q: 3 clusters Score -4.055528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 227757 members 
Entering Unmasked Estep 
Score: -40555272.000000 Penalty: 6275.905273
	Iteration 98Q: 3 clusters Score -4.055527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 227744 members 
Entering Unmasked Estep 
Score: -40555292.000000 Penalty: 6275.905273
	Iteration 99Q: 3 clusters Score -4.055529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 227736 members 
Entering Unmasked Estep 
Score: -40555304.000000 Penalty: 6275.905273
	Iteration 100F: 3 clusters Score -4.05553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 227726 members 
Entering Unmasked Estep 
Score: -40555284.000000 Penalty: 6275.905273
	Iteration 101Q: 3 clusters Score -4.055528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 227715 members 
Entering Unmasked Estep 
Score: -40555296.000000 Penalty: 6275.905273
	Iteration 102Q: 3 clusters Score -4.05553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 227703 members 
Entering Unmasked Estep 
Score: -40555320.000000 Penalty: 6275.905273
	Iteration 103Q: 3 clusters Score -4.055532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 227689 members 
Entering Unmasked Estep 
Score: -40555320.000000 Penalty: 6275.905273
	Iteration 104Q: 3 clusters Score -4.055532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 227676 members 
Entering Unmasked Estep 
Score: -40555280.000000 Penalty: 6275.905273
	Iteration 105Q: 3 clusters Score -4.055528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 227667 members 
Entering Unmasked Estep 
Score: -40555280.000000 Penalty: 6275.905273
	Iteration 106Q: 3 clusters Score -4.055528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 227665 members 
Entering Unmasked Estep 
Score: -40555284.000000 Penalty: 6275.905273
	Iteration 107Q: 3 clusters Score -4.055528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 227662 members 
Entering Unmasked Estep 
Score: -40555288.000000 Penalty: 6275.905273
	Iteration 108Q: 3 clusters Score -4.055529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 227660 members 
Entering Unmasked Estep 
Score: -40555296.000000 Penalty: 6275.905273
	Iteration 109Q: 3 clusters Score -4.05553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 227655 members 
Entering Unmasked Estep 
Score: -40555300.000000 Penalty: 6275.905273
	Iteration 110Q: 3 clusters Score -4.05553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 227651 members 
Entering Unmasked Estep 
Score: -40555304.000000 Penalty: 6275.905273
	Iteration 111Q: 3 clusters Score -4.05553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 227644 members 
Entering Unmasked Estep 
Score: -40555276.000000 Penalty: 6275.905273
	Iteration 112Q: 3 clusters Score -4.055528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 227636 members 
Entering Unmasked Estep 
Score: -40555308.000000 Penalty: 6275.905273
	Iteration 113Q: 3 clusters Score -4.055531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 227628 members 
Entering Unmasked Estep 
Score: -40555312.000000 Penalty: 6275.905273
	Iteration 114Q: 3 clusters Score -4.055531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -40555316.000000 Penalty: 6275.905273
	Iteration 115Q: 3 clusters Score -4.055532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 227621 members 
Entering Unmasked Estep 
Score: -40555296.000000 Penalty: 6275.905273
	Iteration 116Q: 3 clusters Score -4.05553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 227615 members 
Entering Unmasked Estep 
Score: -40555308.000000 Penalty: 6275.905273
	Iteration 117Q: 3 clusters Score -4.055531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 227614 members 
Entering Unmasked Estep 
Score: -40555316.000000 Penalty: 6275.905273
	Iteration 118Q: 3 clusters Score -4.055532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 227614 members 
Entering Unmasked Estep 
Score: -40555316.000000 Penalty: 6275.905273
	Iteration 119F: 3 clusters Score -4.055532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Entering Unmasked Estep 
Score: -2773609.000000 Penalty: 2491.318359
	Iteration 0F: 2 clusters Score -2773609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2757475.250000 Penalty: 4982.636719
	Iteration 0F: 3 clusters Score -2757475 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2763418.000000 Penalty: 4982.636719
	Iteration 1F: 3 clusters Score -2763418 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2764716.000000 Penalty: 4982.636719
	Iteration 2F: 3 clusters Score -2764716 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2766555.750000 Penalty: 4982.636719
	Iteration 3F: 3 clusters Score -2766556 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2768554.500000 Penalty: 4982.636719
	Iteration 4F: 3 clusters Score -2768554 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2770349.750000 Penalty: 4982.636719
	Iteration 5F: 3 clusters Score -2770350 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2771783.250000 Penalty: 4982.636719
	Iteration 6F: 3 clusters Score -2771783 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2772853.750000 Penalty: 4982.636719
	Iteration 7F: 3 clusters Score -2772854 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2773606.250000 Penalty: 4982.636719
	Iteration 8Q: 3 clusters Score -2773606 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2774085.500000 Penalty: 4982.636719
	Iteration 9Q: 3 clusters Score -2774086 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2774459.750000 Penalty: 4982.636719
	Iteration 10Q: 3 clusters Score -2774460 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2774774.000000 Penalty: 4982.636719
	Iteration 11Q: 3 clusters Score -2774774 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2775002.000000 Penalty: 4982.636719
	Iteration 12Q: 3 clusters Score -2775002 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2775174.500000 Penalty: 4982.636719
	Iteration 13Q: 3 clusters Score -2775174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2775279.000000 Penalty: 4982.636719
	Iteration 14Q: 3 clusters Score -2775279 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2775341.250000 Penalty: 4982.636719
	Iteration 15Q: 3 clusters Score -2775341 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2775394.500000 Penalty: 4982.636719
	Iteration 16Q: 3 clusters Score -2775394 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2775426.750000 Penalty: 4982.636719
	Iteration 17Q: 3 clusters Score -2775427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2775468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2775496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2775524.750000 Penalty: 4982.636719
	Iteration 20F: 3 clusters Score -2775525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2775528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2775541.500000 Penalty: 4982.636719
	Iteration 22Q: 3 clusters Score -2775542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2775554.500000 Penalty: 4982.636719
	Iteration 23Q: 3 clusters Score -2775554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2775559.750000 Penalty: 4982.636719
	Iteration 24Q: 3 clusters Score -2775560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2775571.250000 Penalty: 4982.636719
	Iteration 25Q: 3 clusters Score -2775571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2775594.500000 Penalty: 4982.636719
	Iteration 26Q: 3 clusters Score -2775594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2775623.750000 Penalty: 4982.636719
	Iteration 27Q: 3 clusters Score -2775624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2775663.250000 Penalty: 4982.636719
	Iteration 28Q: 3 clusters Score -2775663 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2775672.500000 Penalty: 4982.636719
	Iteration 29Q: 3 clusters Score -2775672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2775677.500000 Penalty: 4982.636719
	Iteration 30Q: 3 clusters Score -2775678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2775696.000000 Penalty: 4982.636719
	Iteration 31Q: 3 clusters Score -2775696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2775727.750000 Penalty: 4982.636719
	Iteration 32Q: 3 clusters Score -2775728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2775762.750000 Penalty: 4982.636719
	Iteration 33Q: 3 clusters Score -2775763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2775804.500000 Penalty: 4982.636719
	Iteration 34Q: 3 clusters Score -2775804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2775844.000000 Penalty: 4982.636719
	Iteration 35Q: 3 clusters Score -2775844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2775906.250000 Penalty: 4982.636719
	Iteration 36Q: 3 clusters Score -2775906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2775998.750000 Penalty: 4982.636719
	Iteration 37Q: 3 clusters Score -2775999 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2776113.250000 Penalty: 4982.636719
	Iteration 38Q: 3 clusters Score -2776113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2776223.250000 Penalty: 4982.636719
	Iteration 39Q: 3 clusters Score -2776223 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2776335.250000 Penalty: 4982.636719
	Iteration 40F: 3 clusters Score -2776335 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2776448.750000 Penalty: 4982.636719
	Iteration 41Q: 3 clusters Score -2776449 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2776565.750000 Penalty: 4982.636719
	Iteration 42Q: 3 clusters Score -2776566 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2776672.000000 Penalty: 4982.636719
	Iteration 43Q: 3 clusters Score -2776672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2776787.500000 Penalty: 4982.636719
	Iteration 44Q: 3 clusters Score -2776788 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2776911.000000 Penalty: 4982.636719
	Iteration 45Q: 3 clusters Score -2776911 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2777022.250000 Penalty: 4982.636719
	Iteration 46Q: 3 clusters Score -2777022 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2777112.750000 Penalty: 4982.636719
	Iteration 47Q: 3 clusters Score -2777113 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2777193.500000 Penalty: 4982.636719
	Iteration 48Q: 3 clusters Score -2777194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2777287.750000 Penalty: 4982.636719
	Iteration 49Q: 3 clusters Score -2777288 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2777359.500000 Penalty: 4982.636719
	Iteration 50Q: 3 clusters Score -2777360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2777424.250000 Penalty: 4982.636719
	Iteration 51Q: 3 clusters Score -2777424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2777487.250000 Penalty: 4982.636719
	Iteration 52Q: 3 clusters Score -2777487 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2777551.000000 Penalty: 4982.636719
	Iteration 53Q: 3 clusters Score -2777551 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2777602.250000 Penalty: 4982.636719
	Iteration 54Q: 3 clusters Score -2777602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2777683.750000 Penalty: 4982.636719
	Iteration 55Q: 3 clusters Score -2777684 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2777728.750000 Penalty: 4982.636719
	Iteration 56Q: 3 clusters Score -2777729 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2777788.750000 Penalty: 4982.636719
	Iteration 57Q: 3 clusters Score -2777789 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2777843.750000 Penalty: 4982.636719
	Iteration 58Q: 3 clusters Score -2777844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2777900.000000 Penalty: 4982.636719
	Iteration 59Q: 3 clusters Score -2777900 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2777953.500000 Penalty: 4982.636719
	Iteration 60F: 3 clusters Score -2777954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2778000.750000 Penalty: 4982.636719
	Iteration 61Q: 3 clusters Score -2778001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2778035.000000 Penalty: 4982.636719
	Iteration 62Q: 3 clusters Score -2778035 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2778071.000000 Penalty: 4982.636719
	Iteration 63Q: 3 clusters Score -2778071 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2778105.250000 Penalty: 4982.636719
	Iteration 64Q: 3 clusters Score -2778105 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2778131.500000 Penalty: 4982.636719
	Iteration 65Q: 3 clusters Score -2778132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2778165.000000 Penalty: 4982.636719
	Iteration 66Q: 3 clusters Score -2778165 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2778213.500000 Penalty: 4982.636719
	Iteration 67Q: 3 clusters Score -2778214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2778227.250000 Penalty: 4982.636719
	Iteration 68Q: 3 clusters Score -2778227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2778239.000000 Penalty: 4982.636719
	Iteration 69Q: 3 clusters Score -2778239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2778255.250000 Penalty: 4982.636719
	Iteration 70Q: 3 clusters Score -2778255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2778266.750000 Penalty: 4982.636719
	Iteration 71Q: 3 clusters Score -2778267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2778272.750000 Penalty: 4982.636719
	Iteration 72Q: 3 clusters Score -2778273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2778281.750000 Penalty: 4982.636719
	Iteration 73Q: 3 clusters Score -2778282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2778282.250000 Penalty: 4982.636719
	Iteration 74Q: 3 clusters Score -2778282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2778290.750000 Penalty: 4982.636719
	Iteration 75Q: 3 clusters Score -2778291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2778300.000000 Penalty: 4982.636719
	Iteration 76Q: 3 clusters Score -2778300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2778319.750000 Penalty: 4982.636719
	Iteration 77Q: 3 clusters Score -2778320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2778330.250000 Penalty: 4982.636719
	Iteration 78Q: 3 clusters Score -2778330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2778331.750000 Penalty: 4982.636719
	Iteration 79Q: 3 clusters Score -2778332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2778336.000000 Penalty: 4982.636719
	Iteration 80F: 3 clusters Score -2778336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2778346.000000 Penalty: 4982.636719
	Iteration 81Q: 3 clusters Score -2778346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2778361.250000 Penalty: 4982.636719
	Iteration 82Q: 3 clusters Score -2778361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2778359.500000 Penalty: 4982.636719
	Iteration 83Q: 3 clusters Score -2778360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2778367.250000 Penalty: 4982.636719
	Iteration 84Q: 3 clusters Score -2778367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2778373.000000 Penalty: 4982.636719
	Iteration 85Q: 3 clusters Score -2778373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2778374.250000 Penalty: 4982.636719
	Iteration 86Q: 3 clusters Score -2778374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2778376.500000 Penalty: 4982.636719
	Iteration 87Q: 3 clusters Score -2778376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2778385.500000 Penalty: 4982.636719
	Iteration 88Q: 3 clusters Score -2778386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2778386.500000 Penalty: 4982.636719
	Iteration 89Q: 3 clusters Score -2778386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2778389.750000 Penalty: 4982.636719
	Iteration 90Q: 3 clusters Score -2778390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2778387.000000 Penalty: 4982.636719
	Iteration 91Q: 3 clusters Score -2778387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2778386.750000 Penalty: 4982.636719
	Iteration 92Q: 3 clusters Score -2778387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2778386.250000 Penalty: 4982.636719
	Iteration 93Q: 3 clusters Score -2778386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2778387.250000 Penalty: 4982.636719
	Iteration 94Q: 3 clusters Score -2778387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2778389.750000 Penalty: 4982.636719
	Iteration 95Q: 3 clusters Score -2778390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2778393.250000 Penalty: 4982.636719
	Iteration 96Q: 3 clusters Score -2778393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2778397.500000 Penalty: 4982.636719
	Iteration 97Q: 3 clusters Score -2778398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2778396.250000 Penalty: 4982.636719
	Iteration 98Q: 3 clusters Score -2778396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2778389.750000 Penalty: 4982.636719
	Iteration 99Q: 3 clusters Score -2778390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2778390.250000 Penalty: 4982.636719
	Iteration 100F: 3 clusters Score -2778390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2778392.250000 Penalty: 4982.636719
	Iteration 101Q: 3 clusters Score -2778392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2778392.250000 Penalty: 4982.636719
	Iteration 102F: 3 clusters Score -2778392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Entering Unmasked Estep 
Score: -104838712.000000 Penalty: 77806.648438
Splitting cluster 10 changes total score from -104829520.000000 to -104838712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (14473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Entering Unmasked Estep 
Score: -1604096.000000 Penalty: 2375.849854
	Iteration 0F: 2 clusters Score -1604096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1593707.625000 Penalty: 4751.699707
	Iteration 0F: 3 clusters Score -1593708 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1597987.750000 Penalty: 4751.699707
	Iteration 1F: 3 clusters Score -1597988 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1599505.125000 Penalty: 4751.699707
	Iteration 2F: 3 clusters Score -1599505 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1601131.500000 Penalty: 4751.699707
	Iteration 3F: 3 clusters Score -1601132 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1602541.125000 Penalty: 4751.699707
	Iteration 4F: 3 clusters Score -1602541 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1603585.250000 Penalty: 4751.699707
	Iteration 5F: 3 clusters Score -1603585 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1604225.500000 Penalty: 4751.699707
	Iteration 6F: 3 clusters Score -1604226 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1604597.000000 Penalty: 4751.699707
	Iteration 7Q: 3 clusters Score -1604597 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1604804.375000 Penalty: 4751.699707
	Iteration 8Q: 3 clusters Score -1604804 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1604931.500000 Penalty: 4751.699707
	Iteration 9Q: 3 clusters Score -1604932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1605018.250000 Penalty: 4751.699707
	Iteration 10Q: 3 clusters Score -1605018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1605080.000000 Penalty: 4751.699707
	Iteration 11Q: 3 clusters Score -1605080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1605124.875000 Penalty: 4751.699707
	Iteration 12Q: 3 clusters Score -1605125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1605153.375000 Penalty: 4751.699707
	Iteration 13Q: 3 clusters Score -1605153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1605172.000000 Penalty: 4751.699707
	Iteration 14Q: 3 clusters Score -1605172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1605185.375000 Penalty: 4751.699707
	Iteration 15Q: 3 clusters Score -1605185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1605186.625000 Penalty: 4751.699707
	Iteration 16Q: 3 clusters Score -1605187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1605195.875000 Penalty: 4751.699707
	Iteration 17Q: 3 clusters Score -1605196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1605195.375000 Penalty: 4751.699707
	Iteration 18Q: 3 clusters Score -1605195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1605201.875000 Penalty: 4751.699707
	Iteration 19Q: 3 clusters Score -1605202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1605200.375000 Penalty: 4751.699707
	Iteration 20F: 3 clusters Score -1605200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Entering Unmasked Estep 
Score: -104838944.000000 Penalty: 81189.546875
Splitting cluster 11 changes total score from -104829520.000000 to -104838944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (47811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Entering Unmasked Estep 
Score: -6281083.000000 Penalty: 2672.202637
	Iteration 0F: 2 clusters Score -6281083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -6248986.500000 Penalty: 5344.405273
	Iteration 0F: 3 clusters Score -6248986 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6261059.000000 Penalty: 5344.405273
	Iteration 1F: 3 clusters Score -6261059 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -6261555.000000 Penalty: 5344.405273
	Iteration 2Q: 3 clusters Score -6261555 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6261974.000000 Penalty: 5344.405273
	Iteration 3Q: 3 clusters Score -6261974 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -6262373.500000 Penalty: 5344.405273
	Iteration 4Q: 3 clusters Score -6262374 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6262809.500000 Penalty: 5344.405273
	Iteration 5Q: 3 clusters Score -6262810 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6263223.000000 Penalty: 5344.405273
	Iteration 6Q: 3 clusters Score -6263223 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -6263793.500000 Penalty: 5344.405273
	Iteration 7Q: 3 clusters Score -6263794 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6264509.000000 Penalty: 5344.405273
	Iteration 8Q: 3 clusters Score -6264509 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -6265429.000000 Penalty: 5344.405273
	Iteration 9Q: 3 clusters Score -6265429 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -6266694.500000 Penalty: 5344.405273
	Iteration 10Q: 3 clusters Score -6266694 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6268392.000000 Penalty: 5344.405273
	Iteration 11F: 3 clusters Score -6268392 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -6270172.500000 Penalty: 5344.405273
	Iteration 12F: 3 clusters Score -6270172 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -6271766.000000 Penalty: 5344.405273
	Iteration 13Q: 3 clusters Score -6271766 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -6273000.000000 Penalty: 5344.405273
	Iteration 14Q: 3 clusters Score -6273000 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -6273842.000000 Penalty: 5344.405273
	Iteration 15Q: 3 clusters Score -6273842 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -6274417.000000 Penalty: 5344.405273
	Iteration 16Q: 3 clusters Score -6274417 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6275000.500000 Penalty: 5344.405273
	Iteration 17Q: 3 clusters Score -6275000 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6275574.500000 Penalty: 5344.405273
	Iteration 18Q: 3 clusters Score -6275574 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -6276095.000000 Penalty: 5344.405273
	Iteration 19Q: 3 clusters Score -6276095 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6276678.500000 Penalty: 5344.405273
	Iteration 20F: 3 clusters Score -6276678 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -6277386.000000 Penalty: 5344.405273
	Iteration 21Q: 3 clusters Score -6277386 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -6278113.000000 Penalty: 5344.405273
	Iteration 22Q: 3 clusters Score -6278113 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6278764.000000 Penalty: 5344.405273
	Iteration 23Q: 3 clusters Score -6278764 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -6279193.000000 Penalty: 5344.405273
	Iteration 24Q: 3 clusters Score -6279193 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -6279553.500000 Penalty: 5344.405273
	Iteration 25Q: 3 clusters Score -6279554 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -6279901.000000 Penalty: 5344.405273
	Iteration 26Q: 3 clusters Score -6279901 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -6280199.500000 Penalty: 5344.405273
	Iteration 27Q: 3 clusters Score -6280200 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -6280472.000000 Penalty: 5344.405273
	Iteration 28Q: 3 clusters Score -6280472 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -6280754.000000 Penalty: 5344.405273
	Iteration 29Q: 3 clusters Score -6280754 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -6281055.500000 Penalty: 5344.405273
	Iteration 30Q: 3 clusters Score -6281056 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -6281264.000000 Penalty: 5344.405273
	Iteration 31Q: 3 clusters Score -6281264 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -6281403.500000 Penalty: 5344.405273
	Iteration 32Q: 3 clusters Score -6281404 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -6281487.500000 Penalty: 5344.405273
	Iteration 33Q: 3 clusters Score -6281488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -6281586.500000 Penalty: 5344.405273
	Iteration 34Q: 3 clusters Score -6281586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -6281652.500000 Penalty: 5344.405273
	Iteration 35Q: 3 clusters Score -6281652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6281666.000000 Penalty: 5344.405273
	Iteration 36Q: 3 clusters Score -6281666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6281697.500000 Penalty: 5344.405273
	Iteration 37Q: 3 clusters Score -6281698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -6281703.000000 Penalty: 5344.405273
	Iteration 38Q: 3 clusters Score -6281703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6281700.000000 Penalty: 5344.405273
	Iteration 39Q: 3 clusters Score -6281700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -6281975.500000 Penalty: 5344.405273
	Iteration 40F: 3 clusters Score -6281976 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6282207.500000 Penalty: 5344.405273
	Iteration 41Q: 3 clusters Score -6282208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6282328.500000 Penalty: 5344.405273
	Iteration 42Q: 3 clusters Score -6282328 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -6282410.500000 Penalty: 5344.405273
	Iteration 43Q: 3 clusters Score -6282410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -6282496.000000 Penalty: 5344.405273
	Iteration 44Q: 3 clusters Score -6282496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -6282548.000000 Penalty: 5344.405273
	Iteration 45Q: 3 clusters Score -6282548 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -6282567.500000 Penalty: 5344.405273
	Iteration 46Q: 3 clusters Score -6282568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -6282582.000000 Penalty: 5344.405273
	Iteration 47Q: 3 clusters Score -6282582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -6282566.500000 Penalty: 5344.405273
	Iteration 48Q: 3 clusters Score -6282566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -6282555.500000 Penalty: 5344.405273
	Iteration 49Q: 3 clusters Score -6282556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -6282568.000000 Penalty: 5344.405273
	Iteration 50Q: 3 clusters Score -6282568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -6282583.500000 Penalty: 5344.405273
	Iteration 51Q: 3 clusters Score -6282584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -6282593.500000 Penalty: 5344.405273
	Iteration 52Q: 3 clusters Score -6282594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -6282589.000000 Penalty: 5344.405273
	Iteration 53Q: 3 clusters Score -6282589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -6282594.500000 Penalty: 5344.405273
	Iteration 54Q: 3 clusters Score -6282594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -6282604.000000 Penalty: 5344.405273
	Iteration 55Q: 3 clusters Score -6282604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -6282606.500000 Penalty: 5344.405273
	Iteration 56Q: 3 clusters Score -6282606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -6282607.500000 Penalty: 5344.405273
	Iteration 57Q: 3 clusters Score -6282608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6282603.500000 Penalty: 5344.405273
	Iteration 58Q: 3 clusters Score -6282604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -6282601.000000 Penalty: 5344.405273
	Iteration 59Q: 3 clusters Score -6282601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -6282610.500000 Penalty: 5344.405273
	Iteration 60F: 3 clusters Score -6282610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -6282598.500000 Penalty: 5344.405273
	Iteration 61Q: 3 clusters Score -6282598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -6282598.500000 Penalty: 5344.405273
	Iteration 62Q: 3 clusters Score -6282598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -6282599.000000 Penalty: 5344.405273
	Iteration 63Q: 3 clusters Score -6282599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -6282597.000000 Penalty: 5344.405273
	Iteration 64Q: 3 clusters Score -6282597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -6282602.500000 Penalty: 5344.405273
	Iteration 65Q: 3 clusters Score -6282602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -6282600.500000 Penalty: 5344.405273
	Iteration 66Q: 3 clusters Score -6282600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6282595.500000 Penalty: 5344.405273
	Iteration 67Q: 3 clusters Score -6282596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6282595.500000 Penalty: 5344.405273
	Iteration 68F: 3 clusters Score -6282596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Entering Unmasked Estep 
Score: -104839912.000000 Penalty: 84572.445312
Splitting cluster 13 changes total score from -104829520.000000 to -104839912.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (20542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Entering Unmasked Estep 
Score: -2606633.750000 Penalty: 2462.696289
	Iteration 0F: 2 clusters Score -2606634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2592206.750000 Penalty: 4925.392578
	Iteration 0F: 3 clusters Score -2592207 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2597187.500000 Penalty: 4925.392578
	Iteration 1F: 3 clusters Score -2597188 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2598007.500000 Penalty: 4925.392578
	Iteration 2F: 3 clusters Score -2598008 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2599257.750000 Penalty: 4925.392578
	Iteration 3F: 3 clusters Score -2599258 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2600979.000000 Penalty: 4925.392578
	Iteration 4F: 3 clusters Score -2600979 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2602913.000000 Penalty: 4925.392578
	Iteration 5F: 3 clusters Score -2602913 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2604365.500000 Penalty: 4925.392578
	Iteration 6F: 3 clusters Score -2604366 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2605113.500000 Penalty: 4925.392578
	Iteration 7F: 3 clusters Score -2605114 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2605490.250000 Penalty: 4925.392578
	Iteration 8Q: 3 clusters Score -2605490 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2605747.750000 Penalty: 4925.392578
	Iteration 9Q: 3 clusters Score -2605748 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2605952.250000 Penalty: 4925.392578
	Iteration 10Q: 3 clusters Score -2605952 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2606111.500000 Penalty: 4925.392578
	Iteration 11Q: 3 clusters Score -2606112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2606251.250000 Penalty: 4925.392578
	Iteration 12Q: 3 clusters Score -2606251 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2606344.000000 Penalty: 4925.392578
	Iteration 13Q: 3 clusters Score -2606344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2606389.750000 Penalty: 4925.392578
	Iteration 14Q: 3 clusters Score -2606390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2606451.500000 Penalty: 4925.392578
	Iteration 15Q: 3 clusters Score -2606452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2606494.500000 Penalty: 4925.392578
	Iteration 16Q: 3 clusters Score -2606494 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2606543.500000 Penalty: 4925.392578
	Iteration 17Q: 3 clusters Score -2606544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2606593.000000 Penalty: 4925.392578
	Iteration 18Q: 3 clusters Score -2606593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2606647.500000 Penalty: 4925.392578
	Iteration 19Q: 3 clusters Score -2606648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2606686.500000 Penalty: 4925.392578
	Iteration 20F: 3 clusters Score -2606686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2606706.750000 Penalty: 4925.392578
	Iteration 21Q: 3 clusters Score -2606707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2606731.500000 Penalty: 4925.392578
	Iteration 22Q: 3 clusters Score -2606732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2606760.250000 Penalty: 4925.392578
	Iteration 23Q: 3 clusters Score -2606760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2606786.500000 Penalty: 4925.392578
	Iteration 24Q: 3 clusters Score -2606786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2606824.250000 Penalty: 4925.392578
	Iteration 25Q: 3 clusters Score -2606824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2606834.750000 Penalty: 4925.392578
	Iteration 26Q: 3 clusters Score -2606835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2606855.250000 Penalty: 4925.392578
	Iteration 27Q: 3 clusters Score -2606855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2606886.750000 Penalty: 4925.392578
	Iteration 28Q: 3 clusters Score -2606887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2606925.000000 Penalty: 4925.392578
	Iteration 29Q: 3 clusters Score -2606925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2606980.250000 Penalty: 4925.392578
	Iteration 30Q: 3 clusters Score -2606980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2607020.250000 Penalty: 4925.392578
	Iteration 31Q: 3 clusters Score -2607020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2607049.750000 Penalty: 4925.392578
	Iteration 32Q: 3 clusters Score -2607050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2607089.250000 Penalty: 4925.392578
	Iteration 33Q: 3 clusters Score -2607089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2607108.500000 Penalty: 4925.392578
	Iteration 34Q: 3 clusters Score -2607108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2607127.250000 Penalty: 4925.392578
	Iteration 35Q: 3 clusters Score -2607127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2607148.250000 Penalty: 4925.392578
	Iteration 36Q: 3 clusters Score -2607148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2607162.000000 Penalty: 4925.392578
	Iteration 37Q: 3 clusters Score -2607162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2607175.000000 Penalty: 4925.392578
	Iteration 38Q: 3 clusters Score -2607175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2607182.000000 Penalty: 4925.392578
	Iteration 39Q: 3 clusters Score -2607182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2607196.500000 Penalty: 4925.392578
	Iteration 40F: 3 clusters Score -2607196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2607207.500000 Penalty: 4925.392578
	Iteration 41Q: 3 clusters Score -2607208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2607212.500000 Penalty: 4925.392578
	Iteration 42Q: 3 clusters Score -2607212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2607225.250000 Penalty: 4925.392578
	Iteration 43Q: 3 clusters Score -2607225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2607217.500000 Penalty: 4925.392578
	Iteration 44Q: 3 clusters Score -2607218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2607220.250000 Penalty: 4925.392578
	Iteration 45Q: 3 clusters Score -2607220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2607217.750000 Penalty: 4925.392578
	Iteration 46Q: 3 clusters Score -2607218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2607217.250000 Penalty: 4925.392578
	Iteration 47Q: 3 clusters Score -2607217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2607217.750000 Penalty: 4925.392578
	Iteration 48Q: 3 clusters Score -2607218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2607217.500000 Penalty: 4925.392578
	Iteration 49Q: 3 clusters Score -2607218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2607219.250000 Penalty: 4925.392578
	Iteration 50Q: 3 clusters Score -2607219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2607219.250000 Penalty: 4925.392578
	Iteration 51F: 3 clusters Score -2607219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Entering Unmasked Estep 
Score: -104839360.000000 Penalty: 87955.343750
Splitting cluster 14 changes total score from -104829520.000000 to -104839360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -975748.812500 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -975748.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -969740.937500 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -969740.9 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -971328.125000 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -971328.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -971573.437500 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -971573.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -971719.562500 Penalty: 4412.368164
	Iteration 3Q: 3 clusters Score -971719.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -971844.062500 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -971844.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -971975.062500 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -971975.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -972113.875000 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -972113.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -972266.000000 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -972266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -972441.625000 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -972441.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -972643.375000 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -972643.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -972830.750000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -972830.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -973007.500000 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -973007.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -973170.437500 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -973170.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -973310.687500 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -973310.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -973432.750000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -973432.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -973524.062500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -973524.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -973593.750000 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -973593.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -973652.687500 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -973652.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -973700.500000 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -973700.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -973730.562500 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -973730.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -973754.312500 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -973754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -973766.875000 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -973766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -973782.312500 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -973782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -973788.500000 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -973788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -973802.250000 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -973802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -973815.250000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -973815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -973825.250000 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -973825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -973837.750000 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -973837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -973847.250000 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -973847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -973851.687500 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -973851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -973853.750000 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -973853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -973856.812500 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -973856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -973861.000000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -973861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -973862.437500 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -973862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -973862.937500 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -973862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -973862.937500 Penalty: 4412.368164
	Iteration 35F: 3 clusters Score -973862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Entering Unmasked Estep 
Score: -2326172.250000 Penalty: 2441.036133
	Iteration 0F: 2 clusters Score -2326172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2312976.750000 Penalty: 4882.072266
	Iteration 0F: 3 clusters Score -2312977 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2317710.250000 Penalty: 4882.072266
	Iteration 1F: 3 clusters Score -2317710 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2318508.750000 Penalty: 4882.072266
	Iteration 2F: 3 clusters Score -2318509 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2319457.750000 Penalty: 4882.072266
	Iteration 3F: 3 clusters Score -2319458 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2320707.500000 Penalty: 4882.072266
	Iteration 4F: 3 clusters Score -2320708 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2321921.750000 Penalty: 4882.072266
	Iteration 5F: 3 clusters Score -2321922 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2322684.750000 Penalty: 4882.072266
	Iteration 6F: 3 clusters Score -2322685 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2323104.000000 Penalty: 4882.072266
	Iteration 7Q: 3 clusters Score -2323104 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2323365.500000 Penalty: 4882.072266
	Iteration 8Q: 3 clusters Score -2323366 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2323530.250000 Penalty: 4882.072266
	Iteration 9Q: 3 clusters Score -2323530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2323649.000000 Penalty: 4882.072266
	Iteration 10Q: 3 clusters Score -2323649 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2323765.250000 Penalty: 4882.072266
	Iteration 11Q: 3 clusters Score -2323765 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2323873.750000 Penalty: 4882.072266
	Iteration 12Q: 3 clusters Score -2323874 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2323977.500000 Penalty: 4882.072266
	Iteration 13Q: 3 clusters Score -2323978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2324102.250000 Penalty: 4882.072266
	Iteration 14Q: 3 clusters Score -2324102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2324241.750000 Penalty: 4882.072266
	Iteration 15Q: 3 clusters Score -2324242 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2324380.750000 Penalty: 4882.072266
	Iteration 16Q: 3 clusters Score -2324381 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2324560.000000 Penalty: 4882.072266
	Iteration 17Q: 3 clusters Score -2324560 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2324782.000000 Penalty: 4882.072266
	Iteration 18Q: 3 clusters Score -2324782 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2325031.750000 Penalty: 4882.072266
	Iteration 19Q: 3 clusters Score -2325032 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2325264.000000 Penalty: 4882.072266
	Iteration 20F: 3 clusters Score -2325264 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2325434.250000 Penalty: 4882.072266
	Iteration 21Q: 3 clusters Score -2325434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2325541.000000 Penalty: 4882.072266
	Iteration 22Q: 3 clusters Score -2325541 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2325618.000000 Penalty: 4882.072266
	Iteration 23Q: 3 clusters Score -2325618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2325698.000000 Penalty: 4882.072266
	Iteration 24Q: 3 clusters Score -2325698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2325786.250000 Penalty: 4882.072266
	Iteration 25Q: 3 clusters Score -2325786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2325881.250000 Penalty: 4882.072266
	Iteration 26Q: 3 clusters Score -2325881 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2325958.500000 Penalty: 4882.072266
	Iteration 27Q: 3 clusters Score -2325958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2326050.750000 Penalty: 4882.072266
	Iteration 28Q: 3 clusters Score -2326051 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2326128.500000 Penalty: 4882.072266
	Iteration 29Q: 3 clusters Score -2326128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2326216.750000 Penalty: 4882.072266
	Iteration 30Q: 3 clusters Score -2326217 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2326277.000000 Penalty: 4882.072266
	Iteration 31Q: 3 clusters Score -2326277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2326310.500000 Penalty: 4882.072266
	Iteration 32Q: 3 clusters Score -2326310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2326337.250000 Penalty: 4882.072266
	Iteration 33Q: 3 clusters Score -2326337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2326346.250000 Penalty: 4882.072266
	Iteration 34Q: 3 clusters Score -2326346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2326366.000000 Penalty: 4882.072266
	Iteration 35Q: 3 clusters Score -2326366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2326384.750000 Penalty: 4882.072266
	Iteration 36Q: 3 clusters Score -2326385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2326383.500000 Penalty: 4882.072266
	Iteration 37Q: 3 clusters Score -2326384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2326389.750000 Penalty: 4882.072266
	Iteration 38Q: 3 clusters Score -2326390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2326398.250000 Penalty: 4882.072266
	Iteration 39Q: 3 clusters Score -2326398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2326415.000000 Penalty: 4882.072266
	Iteration 40F: 3 clusters Score -2326415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2326425.750000 Penalty: 4882.072266
	Iteration 41Q: 3 clusters Score -2326426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2326430.000000 Penalty: 4882.072266
	Iteration 42Q: 3 clusters Score -2326430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2326430.750000 Penalty: 4882.072266
	Iteration 43Q: 3 clusters Score -2326431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2326434.750000 Penalty: 4882.072266
	Iteration 44Q: 3 clusters Score -2326435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2326437.500000 Penalty: 4882.072266
	Iteration 45Q: 3 clusters Score -2326438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2326441.000000 Penalty: 4882.072266
	Iteration 46Q: 3 clusters Score -2326441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2326441.750000 Penalty: 4882.072266
	Iteration 47Q: 3 clusters Score -2326442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2326442.250000 Penalty: 4882.072266
	Iteration 48Q: 3 clusters Score -2326442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2326441.500000 Penalty: 4882.072266
	Iteration 49Q: 3 clusters Score -2326442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2326441.250000 Penalty: 4882.072266
	Iteration 50Q: 3 clusters Score -2326441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2326441.250000 Penalty: 4882.072266
	Iteration 51F: 3 clusters Score -2326441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 2393 members 
Entering Unmasked Estep 
Score: -104838624.000000 Penalty: 91338.234375
Splitting cluster 16 changes total score from -104829520.000000 to -104838624.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -1060947.375000 Penalty: 2280.994629
	Iteration 0F: 2 clusters Score -1060947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1053461.875000 Penalty: 4561.989258
	Iteration 0F: 3 clusters Score -1053462 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1056155.625000 Penalty: 4561.989258
	Iteration 1F: 3 clusters Score -1056156 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1056933.750000 Penalty: 4561.989258
	Iteration 2F: 3 clusters Score -1056934 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1057599.500000 Penalty: 4561.989258
	Iteration 3F: 3 clusters Score -1057600 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1058175.750000 Penalty: 4561.989258
	Iteration 4F: 3 clusters Score -1058176 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1058866.875000 Penalty: 4561.989258
	Iteration 5F: 3 clusters Score -1058867 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1059605.250000 Penalty: 4561.989258
	Iteration 6F: 3 clusters Score -1059605 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1060261.625000 Penalty: 4561.989258
	Iteration 7F: 3 clusters Score -1060262 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1060787.750000 Penalty: 4561.989258
	Iteration 8F: 3 clusters Score -1060788 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1061143.000000 Penalty: 4561.989258
	Iteration 9Q: 3 clusters Score -1061143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1061414.875000 Penalty: 4561.989258
	Iteration 10Q: 3 clusters Score -1061415 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1061645.625000 Penalty: 4561.989258
	Iteration 11Q: 3 clusters Score -1061646 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1061851.250000 Penalty: 4561.989258
	Iteration 12Q: 3 clusters Score -1061851 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1062071.250000 Penalty: 4561.989258
	Iteration 13Q: 3 clusters Score -1062071 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1062234.875000 Penalty: 4561.989258
	Iteration 14Q: 3 clusters Score -1062235 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1062337.750000 Penalty: 4561.989258
	Iteration 15Q: 3 clusters Score -1062338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1062416.625000 Penalty: 4561.989258
	Iteration 16Q: 3 clusters Score -1062417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1062457.375000 Penalty: 4561.989258
	Iteration 17Q: 3 clusters Score -1062457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1062485.875000 Penalty: 4561.989258
	Iteration 18Q: 3 clusters Score -1062486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1062499.000000 Penalty: 4561.989258
	Iteration 19Q: 3 clusters Score -1062499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1062538.375000 Penalty: 4561.989258
	Iteration 20F: 3 clusters Score -1062538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1062553.250000 Penalty: 4561.989258
	Iteration 21Q: 3 clusters Score -1062553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1062561.000000 Penalty: 4561.989258
	Iteration 22Q: 3 clusters Score -1062561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1062567.500000 Penalty: 4561.989258
	Iteration 23Q: 3 clusters Score -1062568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1062571.500000 Penalty: 4561.989258
	Iteration 24Q: 3 clusters Score -1062572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1062578.000000 Penalty: 4561.989258
	Iteration 25Q: 3 clusters Score -1062578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1062582.000000 Penalty: 4561.989258
	Iteration 26Q: 3 clusters Score -1062582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1062586.500000 Penalty: 4561.989258
	Iteration 27Q: 3 clusters Score -1062586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1062589.250000 Penalty: 4561.989258
	Iteration 28Q: 3 clusters Score -1062589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1062590.125000 Penalty: 4561.989258
	Iteration 29Q: 3 clusters Score -1062590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1062595.125000 Penalty: 4561.989258
	Iteration 30Q: 3 clusters Score -1062595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1062596.625000 Penalty: 4561.989258
	Iteration 31Q: 3 clusters Score -1062597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1062597.500000 Penalty: 4561.989258
	Iteration 32Q: 3 clusters Score -1062598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1062596.250000 Penalty: 4561.989258
	Iteration 33Q: 3 clusters Score -1062596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1062596.250000 Penalty: 4561.989258
	Iteration 34F: 3 clusters Score -1062596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 8957 members 
Entering Unmasked Estep 
Score: -104839296.000000 Penalty: 94721.132812
Splitting cluster 17 changes total score from -104829520.000000 to -104839296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (40667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Entering Unmasked Estep 
Score: -5227088.500000 Penalty: 2632.066895
	Iteration 0F: 2 clusters Score -5227088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5199476.500000 Penalty: 5264.133789
	Iteration 0F: 3 clusters Score -5199476 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5209992.500000 Penalty: 5264.133789
	Iteration 1F: 3 clusters Score -5209992 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5211113.500000 Penalty: 5264.133789
	Iteration 2F: 3 clusters Score -5211114 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5212971.500000 Penalty: 5264.133789
	Iteration 3F: 3 clusters Score -5212972 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5216037.000000 Penalty: 5264.133789
	Iteration 4F: 3 clusters Score -5216037 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5219914.500000 Penalty: 5264.133789
	Iteration 5F: 3 clusters Score -5219914 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5223029.000000 Penalty: 5264.133789
	Iteration 6F: 3 clusters Score -5223029 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5224931.000000 Penalty: 5264.133789
	Iteration 7F: 3 clusters Score -5224931 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5226060.000000 Penalty: 5264.133789
	Iteration 8Q: 3 clusters Score -5226060 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -5226615.500000 Penalty: 5264.133789
	Iteration 9Q: 3 clusters Score -5226616 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -5226895.000000 Penalty: 5264.133789
	Iteration 10Q: 3 clusters Score -5226895 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5227081.500000 Penalty: 5264.133789
	Iteration 11Q: 3 clusters Score -5227082 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -5227218.500000 Penalty: 5264.133789
	Iteration 12Q: 3 clusters Score -5227218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5227339.000000 Penalty: 5264.133789
	Iteration 13Q: 3 clusters Score -5227339 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -5227423.500000 Penalty: 5264.133789
	Iteration 14Q: 3 clusters Score -5227424 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5227524.500000 Penalty: 5264.133789
	Iteration 15Q: 3 clusters Score -5227524 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -5227601.000000 Penalty: 5264.133789
	Iteration 16Q: 3 clusters Score -5227601 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5227678.500000 Penalty: 5264.133789
	Iteration 17Q: 3 clusters Score -5227678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5227746.500000 Penalty: 5264.133789
	Iteration 18Q: 3 clusters Score -5227746 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5227778.500000 Penalty: 5264.133789
	Iteration 19Q: 3 clusters Score -5227778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -5227838.500000 Penalty: 5264.133789
	Iteration 20F: 3 clusters Score -5227838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5227885.000000 Penalty: 5264.133789
	Iteration 21Q: 3 clusters Score -5227885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -5227954.500000 Penalty: 5264.133789
	Iteration 22Q: 3 clusters Score -5227954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5228028.000000 Penalty: 5264.133789
	Iteration 23Q: 3 clusters Score -5228028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5228114.500000 Penalty: 5264.133789
	Iteration 24Q: 3 clusters Score -5228114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5228172.000000 Penalty: 5264.133789
	Iteration 25Q: 3 clusters Score -5228172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5228206.500000 Penalty: 5264.133789
	Iteration 26Q: 3 clusters Score -5228206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5228241.500000 Penalty: 5264.133789
	Iteration 27Q: 3 clusters Score -5228242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5228271.500000 Penalty: 5264.133789
	Iteration 28Q: 3 clusters Score -5228272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5228296.000000 Penalty: 5264.133789
	Iteration 29Q: 3 clusters Score -5228296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5228301.500000 Penalty: 5264.133789
	Iteration 30Q: 3 clusters Score -5228302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -5228313.500000 Penalty: 5264.133789
	Iteration 31Q: 3 clusters Score -5228314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5228323.000000 Penalty: 5264.133789
	Iteration 32Q: 3 clusters Score -5228323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5228325.500000 Penalty: 5264.133789
	Iteration 33Q: 3 clusters Score -5228326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5228339.000000 Penalty: 5264.133789
	Iteration 34Q: 3 clusters Score -5228339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5228335.000000 Penalty: 5264.133789
	Iteration 35Q: 3 clusters Score -5228335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5228337.500000 Penalty: 5264.133789
	Iteration 36Q: 3 clusters Score -5228338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5228357.500000 Penalty: 5264.133789
	Iteration 37Q: 3 clusters Score -5228358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5228360.000000 Penalty: 5264.133789
	Iteration 38Q: 3 clusters Score -5228360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5228370.000000 Penalty: 5264.133789
	Iteration 39Q: 3 clusters Score -5228370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5228364.000000 Penalty: 5264.133789
	Iteration 40F: 3 clusters Score -5228364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5228367.500000 Penalty: 5264.133789
	Iteration 41Q: 3 clusters Score -5228368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5228375.000000 Penalty: 5264.133789
	Iteration 42Q: 3 clusters Score -5228375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5228377.000000 Penalty: 5264.133789
	Iteration 43Q: 3 clusters Score -5228377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -5228371.500000 Penalty: 5264.133789
	Iteration 44Q: 3 clusters Score -5228372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5228369.500000 Penalty: 5264.133789
	Iteration 45Q: 3 clusters Score -5228370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5228369.500000 Penalty: 5264.133789
	Iteration 46F: 3 clusters Score -5228370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 35450 members 
Entering Unmasked Estep 
Score: -104840024.000000 Penalty: 98104.031250
Splitting cluster 18 changes total score from -104829520.000000 to -104840024.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (17473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Entering Unmasked Estep 
Score: -2283727.750000 Penalty: 2422.566162
	Iteration 0F: 2 clusters Score -2283728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2271193.750000 Penalty: 4845.132324
	Iteration 0F: 3 clusters Score -2271194 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2275428.500000 Penalty: 4845.132324
	Iteration 1F: 3 clusters Score -2275428 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2275840.250000 Penalty: 4845.132324
	Iteration 2F: 3 clusters Score -2275840 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2276196.500000 Penalty: 4845.132324
	Iteration 3Q: 3 clusters Score -2276196 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2276601.750000 Penalty: 4845.132324
	Iteration 4Q: 3 clusters Score -2276602 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2277131.750000 Penalty: 4845.132324
	Iteration 5Q: 3 clusters Score -2277132 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2277917.750000 Penalty: 4845.132324
	Iteration 6F: 3 clusters Score -2277918 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2279222.500000 Penalty: 4845.132324
	Iteration 7F: 3 clusters Score -2279222 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2281114.750000 Penalty: 4845.132324
	Iteration 8F: 3 clusters Score -2281115 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2282728.000000 Penalty: 4845.132324
	Iteration 9F: 3 clusters Score -2282728 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2283485.000000 Penalty: 4845.132324
	Iteration 10F: 3 clusters Score -2283485 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2283908.000000 Penalty: 4845.132324
	Iteration 11Q: 3 clusters Score -2283908 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2284228.750000 Penalty: 4845.132324
	Iteration 12Q: 3 clusters Score -2284229 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2284512.750000 Penalty: 4845.132324
	Iteration 13Q: 3 clusters Score -2284513 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2284773.750000 Penalty: 4845.132324
	Iteration 14Q: 3 clusters Score -2284774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2284947.250000 Penalty: 4845.132324
	Iteration 15Q: 3 clusters Score -2284947 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2285068.500000 Penalty: 4845.132324
	Iteration 16Q: 3 clusters Score -2285068 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2285142.500000 Penalty: 4845.132324
	Iteration 17Q: 3 clusters Score -2285142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2285198.500000 Penalty: 4845.132324
	Iteration 18Q: 3 clusters Score -2285198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2285240.500000 Penalty: 4845.132324
	Iteration 19Q: 3 clusters Score -2285240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2285268.750000 Penalty: 4845.132324
	Iteration 20F: 3 clusters Score -2285269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2285280.500000 Penalty: 4845.132324
	Iteration 21Q: 3 clusters Score -2285280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2285289.750000 Penalty: 4845.132324
	Iteration 22Q: 3 clusters Score -2285290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2285286.250000 Penalty: 4845.132324
	Iteration 23Q: 3 clusters Score -2285286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2285287.250000 Penalty: 4845.132324
	Iteration 24Q: 3 clusters Score -2285287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2285298.250000 Penalty: 4845.132324
	Iteration 25Q: 3 clusters Score -2285298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2285302.000000 Penalty: 4845.132324
	Iteration 26Q: 3 clusters Score -2285302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2285304.750000 Penalty: 4845.132324
	Iteration 27Q: 3 clusters Score -2285305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2285304.750000 Penalty: 4845.132324
	Iteration 28Q: 3 clusters Score -2285305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2285304.000000 Penalty: 4845.132324
	Iteration 29Q: 3 clusters Score -2285304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2285303.250000 Penalty: 4845.132324
	Iteration 30Q: 3 clusters Score -2285303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2285299.250000 Penalty: 4845.132324
	Iteration 31Q: 3 clusters Score -2285299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2285302.000000 Penalty: 4845.132324
	Iteration 32Q: 3 clusters Score -2285302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2285303.750000 Penalty: 4845.132324
	Iteration 33Q: 3 clusters Score -2285304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2285305.000000 Penalty: 4845.132324
	Iteration 34Q: 3 clusters Score -2285305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2285305.250000 Penalty: 4845.132324
	Iteration 35Q: 3 clusters Score -2285305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2285304.000000 Penalty: 4845.132324
	Iteration 36Q: 3 clusters Score -2285304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2285303.000000 Penalty: 4845.132324
	Iteration 37Q: 3 clusters Score -2285303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2285304.250000 Penalty: 4845.132324
	Iteration 38Q: 3 clusters Score -2285304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2285304.250000 Penalty: 4845.132324
	Iteration 39F: 3 clusters Score -2285304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 35450 members 
Mstep: Class 30 contains 9949 members 
Entering Unmasked Estep 
Score: -104841072.000000 Penalty: 101486.929688
Splitting cluster 19 changes total score from -104829520.000000 to -104841072.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -272079.687500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -272079.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -269494.781250 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -269494.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271996.500000 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -271996.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -273910.781250 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -273910.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -275371.843750 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -275371.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -276054.218750 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -276054.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276218.156250 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -276218.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -276290.750000 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -276290.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276343.593750 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -276343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -276386.218750 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -276386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -276491.312500 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -276491.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276709.593750 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -276709.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -277114.500000 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -277114.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -277524.093750 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -277524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277573.437500 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -277573.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277603.562500 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -277603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -277632.531250 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -277632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277656.000000 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -277656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277684.312500 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -277684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277712.906250 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -277712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -277757.187500 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -277757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -277779.625000 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -277779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -277971.687500 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -277971.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -278313.687500 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -278313.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -278363.625000 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -278363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -278378.468750 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -278378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -278393.031250 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -278393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278405.187500 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -278405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -278410.968750 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -278411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -278417.312500 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -278417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -278421.031250 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -278421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -278429.093750 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -278429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278434.531250 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -278434.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -278444.906250 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -278444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278453.875000 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -278453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -278466.062500 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -278466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278484.937500 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -278484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -278523.500000 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -278523.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -278617.968750 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -278618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -278894.437500 Penalty: 3924.924805
	Iteration 38Q: 3 clusters Score -278894.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -279222.343750 Penalty: 3924.924805
	Iteration 39Q: 3 clusters Score -279222.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -279308.218750 Penalty: 3924.924805
	Iteration 40F: 3 clusters Score -279308.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279358.406250 Penalty: 3924.924805
	Iteration 41Q: 3 clusters Score -279358.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279524.687500 Penalty: 3924.924805
	Iteration 42Q: 3 clusters Score -279524.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280097.843750 Penalty: 3924.924805
	Iteration 43Q: 3 clusters Score -280097.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -280302.187500 Penalty: 3924.924805
	Iteration 44Q: 3 clusters Score -280302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -280451.343750 Penalty: 3924.924805
	Iteration 45Q: 3 clusters Score -280451.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -280588.687500 Penalty: 3924.924805
	Iteration 46Q: 3 clusters Score -280588.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -280644.281250 Penalty: 3924.924805
	Iteration 47Q: 3 clusters Score -280644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -280649.093750 Penalty: 3924.924805
	Iteration 48Q: 3 clusters Score -280649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -280667.406250 Penalty: 3924.924805
	Iteration 49Q: 3 clusters Score -280667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280676.343750 Penalty: 3924.924805
	Iteration 50Q: 3 clusters Score -280676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -280683.250000 Penalty: 3924.924805
	Iteration 51Q: 3 clusters Score -280683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -280709.312500 Penalty: 3924.924805
	Iteration 52Q: 3 clusters Score -280709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -280738.968750 Penalty: 3924.924805
	Iteration 53Q: 3 clusters Score -280739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -280840.062500 Penalty: 3924.924805
	Iteration 54Q: 3 clusters Score -280840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -281007.031250 Penalty: 3924.924805
	Iteration 55Q: 3 clusters Score -281007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -281070.000000 Penalty: 3924.924805
	Iteration 56Q: 3 clusters Score -281070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281075.375000 Penalty: 3924.924805
	Iteration 57Q: 3 clusters Score -281075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -281077.750000 Penalty: 3924.924805
	Iteration 58Q: 3 clusters Score -281077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281084.625000 Penalty: 3924.924805
	Iteration 59Q: 3 clusters Score -281084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -281099.343750 Penalty: 3924.924805
	Iteration 60F: 3 clusters Score -281099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -281121.718750 Penalty: 3924.924805
	Iteration 61Q: 3 clusters Score -281121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281166.937500 Penalty: 3924.924805
	Iteration 62Q: 3 clusters Score -281166.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281247.031250 Penalty: 3924.924805
	Iteration 63Q: 3 clusters Score -281247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281305.593750 Penalty: 3924.924805
	Iteration 64Q: 3 clusters Score -281305.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -281346.343750 Penalty: 3924.924805
	Iteration 65Q: 3 clusters Score -281346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -281366.125000 Penalty: 3924.924805
	Iteration 66Q: 3 clusters Score -281366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -281392.312500 Penalty: 3924.924805
	Iteration 67Q: 3 clusters Score -281392.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -281419.593750 Penalty: 3924.924805
	Iteration 68Q: 3 clusters Score -281419.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -281535.812500 Penalty: 3924.924805
	Iteration 69Q: 3 clusters Score -281535.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -281782.406250 Penalty: 3924.924805
	Iteration 70Q: 3 clusters Score -281782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -281845.312500 Penalty: 3924.924805
	Iteration 71Q: 3 clusters Score -281845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -281851.125000 Penalty: 3924.924805
	Iteration 72Q: 3 clusters Score -281851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -281858.656250 Penalty: 3924.924805
	Iteration 73Q: 3 clusters Score -281858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -281859.531250 Penalty: 3924.924805
	Iteration 74Q: 3 clusters Score -281859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -281937.250000 Penalty: 3924.924805
	Iteration 75F: 3 clusters Score -281937.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282314.031250 Penalty: 3924.924805
	Iteration 76Q: 3 clusters Score -282314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -282789.843750 Penalty: 3924.924805
	Iteration 77Q: 3 clusters Score -282789.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283178.437500 Penalty: 3924.924805
	Iteration 78Q: 3 clusters Score -283178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283354.312500 Penalty: 3924.924805
	Iteration 79Q: 3 clusters Score -283354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -283812.781250 Penalty: 3924.924805
	Iteration 80F: 3 clusters Score -283812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -284511.968750 Penalty: 3924.924805
	Iteration 81Q: 3 clusters Score -284512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284586.968750 Penalty: 3924.924805
	Iteration 82Q: 3 clusters Score -284587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -284601.593750 Penalty: 3924.924805
	Iteration 83Q: 3 clusters Score -284601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -284610.218750 Penalty: 3924.924805
	Iteration 84F: 3 clusters Score -284610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -284613.718750 Penalty: 3924.924805
	Iteration 85Q: 3 clusters Score -284613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -284622.750000 Penalty: 3924.924805
	Iteration 86Q: 3 clusters Score -284622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -284625.937500 Penalty: 3924.924805
	Iteration 87Q: 3 clusters Score -284625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -284625.937500 Penalty: 3924.924805
	Iteration 88F: 3 clusters Score -284625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 48628 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 35450 members 
Mstep: Class 30 contains 9949 members 
Mstep: Class 31 contains 1346 members 
Entering Unmasked Estep 
Score: -104852296.000000 Penalty: 104869.828125
Splitting cluster 20 changes total score from -104829520.000000 to -104852296.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 7 contains 66786 members 
Mstep: Class 8 contains 150815 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104862800.000000 Penalty: 104869.828125
Iteration 39Q: 32 clusters Score -1.048628e+08 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 10316 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 9749 members 
Mstep: Class 7 contains 67918 members 
Mstep: Class 8 contains 153090 members 
Mstep: Class 9 contains 313814 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 31252 members 
Mstep: Class 14 contains 17890 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 16603 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 7971 members 
Mstep: Class 20 contains 1401 members 
Mstep: Class 21 contains 48223 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 12795 members 
Mstep: Class 25 contains 14380 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 2417 members 
Mstep: Class 28 contains 8717 members 
Mstep: Class 29 contains 34353 members 
Mstep: Class 30 contains 9400 members 
Mstep: Class 31 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104874072.000000 Penalty: 104869.828125
Iteration 40F: 32 clusters Score -1.048741e+08 nChanged 19998
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 3181 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 10342 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 153387 members 
Mstep: Class 9 contains 309101 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 30632 members 
Mstep: Class 14 contains 18062 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 49806 members 
Mstep: Class 22 contains 13111 members 
Mstep: Class 23 contains 6109 members 
Mstep: Class 24 contains 13293 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 9137 members 
Mstep: Class 29 contains 35913 members 
Mstep: Class 30 contains 10424 members 
Mstep: Class 31 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104882944.000000 Penalty: 104869.828125
Iteration 41Q: 32 clusters Score -1.048829e+08 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 66672 members 
Mstep: Class 8 contains 153346 members 
Mstep: Class 9 contains 305654 members 
Mstep: Class 10 contains 15845 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 30103 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 15654 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5525 members 
Mstep: Class 19 contains 8711 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 50617 members 
Mstep: Class 22 contains 13845 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 13646 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 9436 members 
Mstep: Class 29 contains 36931 members 
Mstep: Class 30 contains 11218 members 
Mstep: Class 31 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104887936.000000 Penalty: 104869.828125
Iteration 42Q: 32 clusters Score -1.048879e+08 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 66427 members 
Mstep: Class 8 contains 153321 members 
Mstep: Class 9 contains 302806 members 
Mstep: Class 10 contains 15701 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 13 contains 29620 members 
Mstep: Class 14 contains 18438 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 15215 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 9126 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51053 members 
Mstep: Class 22 contains 14499 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 14553 members 
Mstep: Class 26 contains 3346 members 
Mstep: Class 27 contains 2477 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 37753 members 
Mstep: Class 30 contains 11876 members 
Mstep: Class 31 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104892168.000000 Penalty: 104869.828125
Iteration 43Q: 32 clusters Score -1.048922e+08 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 3380 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 11694 members 
Mstep: Class 7 contains 66326 members 
Mstep: Class 8 contains 153323 members 
Mstep: Class 9 contains 300198 members 
Mstep: Class 10 contains 15665 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 7678 members 
Mstep: Class 13 contains 29176 members 
Mstep: Class 14 contains 18622 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 14872 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 5800 members 
Mstep: Class 19 contains 9509 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51281 members 
Mstep: Class 22 contains 15174 members 
Mstep: Class 23 contains 5131 members 
Mstep: Class 24 contains 14104 members 
Mstep: Class 25 contains 14575 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 2452 members 
Mstep: Class 28 contains 9673 members 
Mstep: Class 29 contains 38474 members 
Mstep: Class 30 contains 12408 members 
Mstep: Class 31 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104895872.000000 Penalty: 104869.828125
Iteration 44Q: 32 clusters Score -1.048959e+08 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6259 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 12095 members 
Mstep: Class 7 contains 66275 members 
Mstep: Class 8 contains 153391 members 
Mstep: Class 9 contains 297823 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 7656 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 18814 members 
Mstep: Class 15 contains 5861 members 
Mstep: Class 16 contains 14609 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51388 members 
Mstep: Class 22 contains 15763 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 14254 members 
Mstep: Class 25 contains 14623 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 2424 members 
Mstep: Class 28 contains 9656 members 
Mstep: Class 29 contains 39112 members 
Mstep: Class 30 contains 12822 members 
Mstep: Class 31 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104899256.000000 Penalty: 104869.828125
Iteration 45Q: 32 clusters Score -1.048993e+08 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 12465 members 
Mstep: Class 7 contains 66306 members 
Mstep: Class 8 contains 153415 members 
Mstep: Class 9 contains 295683 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 1456 members 
Mstep: Class 12 contains 7636 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51402 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 14399 members 
Mstep: Class 25 contains 14628 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 39633 members 
Mstep: Class 30 contains 13134 members 
Mstep: Class 31 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104901688.000000 Penalty: 104869.828125
Iteration 46Q: 32 clusters Score -1.049017e+08 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 11753 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 66384 members 
Mstep: Class 8 contains 153528 members 
Mstep: Class 9 contains 293712 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 7627 members 
Mstep: Class 13 contains 28356 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 10612 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51344 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 4690 members 
Mstep: Class 24 contains 14512 members 
Mstep: Class 25 contains 14620 members 
Mstep: Class 26 contains 3603 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 9545 members 
Mstep: Class 29 contains 40126 members 
Mstep: Class 30 contains 13371 members 
Mstep: Class 31 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104903984.000000 Penalty: 104869.828125
Iteration 47Q: 32 clusters Score -1.04904e+08 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 11810 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 7 contains 66407 members 
Mstep: Class 8 contains 153689 members 
Mstep: Class 9 contains 291792 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 7627 members 
Mstep: Class 13 contains 28213 members 
Mstep: Class 14 contains 19288 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 14221 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 6499 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51225 members 
Mstep: Class 22 contains 17424 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 14618 members 
Mstep: Class 25 contains 14634 members 
Mstep: Class 26 contains 3622 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 9481 members 
Mstep: Class 29 contains 40592 members 
Mstep: Class 30 contains 13586 members 
Mstep: Class 31 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104905344.000000 Penalty: 104869.828125
Iteration 48Q: 32 clusters Score -1.049053e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 11863 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 13416 members 
Mstep: Class 7 contains 66461 members 
Mstep: Class 8 contains 153933 members 
Mstep: Class 9 contains 289986 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 7627 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 19405 members 
Mstep: Class 15 contains 4773 members 
Mstep: Class 16 contains 14146 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 51052 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 4609 members 
Mstep: Class 24 contains 14715 members 
Mstep: Class 25 contains 14660 members 
Mstep: Class 26 contains 3638 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 41003 members 
Mstep: Class 30 contains 13752 members 
Mstep: Class 31 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104906632.000000 Penalty: 104869.828125
Iteration 49Q: 32 clusters Score -1.049066e+08 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 13698 members 
Mstep: Class 7 contains 66445 members 
Mstep: Class 8 contains 154292 members 
Mstep: Class 9 contains 288157 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 28024 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 4511 members 
Mstep: Class 16 contains 14081 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 50798 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 14818 members 
Mstep: Class 25 contains 14687 members 
Mstep: Class 26 contains 3648 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 41466 members 
Mstep: Class 30 contains 13887 members 
Mstep: Class 31 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104907448.000000 Penalty: 104869.828125
Iteration 50Q: 32 clusters Score -1.049074e+08 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 11941 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 13935 members 
Mstep: Class 7 contains 66422 members 
Mstep: Class 8 contains 154673 members 
Mstep: Class 9 contains 286413 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 27984 members 
Mstep: Class 14 contains 19634 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 14033 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 18615 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 14908 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 3665 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 9363 members 
Mstep: Class 29 contains 41918 members 
Mstep: Class 30 contains 14003 members 
Mstep: Class 31 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104908808.000000 Penalty: 104869.828125
Iteration 51Q: 32 clusters Score -1.049088e+08 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 11975 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 14117 members 
Mstep: Class 7 contains 66413 members 
Mstep: Class 8 contains 155073 members 
Mstep: Class 9 contains 284642 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 27940 members 
Mstep: Class 14 contains 19763 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 14008 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 50246 members 
Mstep: Class 22 contains 18940 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 14961 members 
Mstep: Class 25 contains 14752 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 9347 members 
Mstep: Class 29 contains 42431 members 
Mstep: Class 30 contains 14095 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104910096.000000 Penalty: 104869.828125
Iteration 52Q: 32 clusters Score -1.049101e+08 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 11992 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 14301 members 
Mstep: Class 7 contains 66388 members 
Mstep: Class 8 contains 155523 members 
Mstep: Class 9 contains 283010 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 7654 members 
Mstep: Class 13 contains 27874 members 
Mstep: Class 14 contains 19833 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 13982 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 19 contains 12894 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 49971 members 
Mstep: Class 22 contains 19222 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 15029 members 
Mstep: Class 25 contains 14797 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 42881 members 
Mstep: Class 30 contains 14178 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104911056.000000 Penalty: 104869.828125
Iteration 53Q: 32 clusters Score -1.049111e+08 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 14470 members 
Mstep: Class 7 contains 66353 members 
Mstep: Class 8 contains 155974 members 
Mstep: Class 9 contains 281497 members 
Mstep: Class 10 contains 15461 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 27804 members 
Mstep: Class 14 contains 19885 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 13960 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 7514 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 49675 members 
Mstep: Class 22 contains 19458 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 3707 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 9286 members 
Mstep: Class 29 contains 43331 members 
Mstep: Class 30 contains 14251 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104911784.000000 Penalty: 104869.828125
Iteration 54Q: 32 clusters Score -1.049118e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 14631 members 
Mstep: Class 7 contains 66310 members 
Mstep: Class 8 contains 156500 members 
Mstep: Class 9 contains 279992 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 27736 members 
Mstep: Class 14 contains 19959 members 
Mstep: Class 15 contains 3439 members 
Mstep: Class 16 contains 13955 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 13714 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 49358 members 
Mstep: Class 22 contains 19683 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 15144 members 
Mstep: Class 25 contains 14871 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 43732 members 
Mstep: Class 30 contains 14313 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104912704.000000 Penalty: 104869.828125
Iteration 55Q: 32 clusters Score -1.049127e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 14806 members 
Mstep: Class 7 contains 66273 members 
Mstep: Class 8 contains 157050 members 
Mstep: Class 9 contains 278519 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 27703 members 
Mstep: Class 14 contains 20083 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 14095 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 49040 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 15180 members 
Mstep: Class 25 contains 14902 members 
Mstep: Class 26 contains 3738 members 
Mstep: Class 27 contains 2262 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 44111 members 
Mstep: Class 30 contains 14360 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104913648.000000 Penalty: 104869.828125
Iteration 56Q: 32 clusters Score -1.049136e+08 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 66244 members 
Mstep: Class 8 contains 157579 members 
Mstep: Class 9 contains 277100 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 27652 members 
Mstep: Class 14 contains 20192 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 13920 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 48728 members 
Mstep: Class 22 contains 20080 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 15214 members 
Mstep: Class 25 contains 14946 members 
Mstep: Class 26 contains 3744 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 44426 members 
Mstep: Class 30 contains 14413 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104914432.000000 Penalty: 104869.828125
Iteration 57Q: 32 clusters Score -1.049144e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 12079 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 15097 members 
Mstep: Class 7 contains 66214 members 
Mstep: Class 8 contains 158212 members 
Mstep: Class 9 contains 275729 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 27615 members 
Mstep: Class 14 contains 20260 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 13903 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 14888 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 48376 members 
Mstep: Class 22 contains 20259 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 15254 members 
Mstep: Class 25 contains 14992 members 
Mstep: Class 26 contains 3748 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 9182 members 
Mstep: Class 29 contains 44682 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3348.481445 but Gain 3382.898438
Score: -104915224.000000 Penalty: 101486.929688
Iteration 58Q: 31 clusters Score -1.049152e+08 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 66186 members 
Mstep: Class 8 contains 159356 members 
Mstep: Class 9 contains 276233 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 27584 members 
Mstep: Class 14 contains 20350 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 48447 members 
Mstep: Class 22 contains 20455 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 15290 members 
Mstep: Class 25 contains 15030 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 44931 members 
Mstep: Class 30 contains 14499 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104920040.000000 Penalty: 101486.929688
Iteration 59Q: 31 clusters Score -1.0492e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 66125 members 
Mstep: Class 8 contains 159634 members 
Mstep: Class 9 contains 275414 members 
Mstep: Class 10 contains 15519 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 27527 members 
Mstep: Class 14 contains 20478 members 
Mstep: Class 16 contains 13867 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 8190 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 47822 members 
Mstep: Class 22 contains 20635 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 15324 members 
Mstep: Class 25 contains 15073 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 9156 members 
Mstep: Class 29 contains 45180 members 
Mstep: Class 30 contains 14540 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104922000.000000 Penalty: 101486.929688
Iteration 60F: 31 clusters Score -1.04922e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 15410 members 
Mstep: Class 7 contains 65938 members 
Mstep: Class 8 contains 159665 members 
Mstep: Class 9 contains 274674 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 7743 members 
Mstep: Class 13 contains 27503 members 
Mstep: Class 14 contains 20585 members 
Mstep: Class 16 contains 13858 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 47274 members 
Mstep: Class 22 contains 20791 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 15343 members 
Mstep: Class 25 contains 15119 members 
Mstep: Class 26 contains 3775 members 
Mstep: Class 27 contains 2239 members 
Mstep: Class 28 contains 9143 members 
Mstep: Class 29 contains 45348 members 
Mstep: Class 30 contains 14588 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923192.000000 Penalty: 101486.929688
Iteration 61Q: 31 clusters Score -1.049232e+08 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 12046 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 15511 members 
Mstep: Class 7 contains 65748 members 
Mstep: Class 8 contains 159645 members 
Mstep: Class 9 contains 273923 members 
Mstep: Class 10 contains 15360 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 27489 members 
Mstep: Class 14 contains 20688 members 
Mstep: Class 16 contains 13851 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 8333 members 
Mstep: Class 19 contains 17156 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 46797 members 
Mstep: Class 22 contains 20917 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 15360 members 
Mstep: Class 25 contains 15174 members 
Mstep: Class 26 contains 3790 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 45535 members 
Mstep: Class 30 contains 14641 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104924624.000000 Penalty: 101486.929688
Iteration 62Q: 31 clusters Score -1.049246e+08 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 12020 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 15626 members 
Mstep: Class 7 contains 65611 members 
Mstep: Class 8 contains 159586 members 
Mstep: Class 9 contains 273237 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 27494 members 
Mstep: Class 14 contains 20739 members 
Mstep: Class 16 contains 13847 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 17862 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 46335 members 
Mstep: Class 22 contains 21021 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 15380 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 2236 members 
Mstep: Class 28 contains 9149 members 
Mstep: Class 29 contains 45742 members 
Mstep: Class 30 contains 14681 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104925296.000000 Penalty: 101486.929688
Iteration 63Q: 31 clusters Score -1.049253e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 65492 members 
Mstep: Class 8 contains 159417 members 
Mstep: Class 9 contains 272651 members 
Mstep: Class 10 contains 15223 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 27504 members 
Mstep: Class 14 contains 20764 members 
Mstep: Class 16 contains 13845 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 18531 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 45925 members 
Mstep: Class 22 contains 21129 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 15420 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 45917 members 
Mstep: Class 30 contains 14725 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926136.000000 Penalty: 101486.929688
Iteration 64Q: 31 clusters Score -1.049261e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 11986 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 65377 members 
Mstep: Class 8 contains 159142 members 
Mstep: Class 9 contains 272189 members 
Mstep: Class 10 contains 15167 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 7845 members 
Mstep: Class 13 contains 27502 members 
Mstep: Class 14 contains 20796 members 
Mstep: Class 16 contains 13835 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 8516 members 
Mstep: Class 19 contains 19181 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 45556 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 4351 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 15308 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 2219 members 
Mstep: Class 28 contains 9132 members 
Mstep: Class 29 contains 46085 members 
Mstep: Class 30 contains 14763 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926904.000000 Penalty: 101486.929688
Iteration 65Q: 31 clusters Score -1.049269e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 11982 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 65295 members 
Mstep: Class 8 contains 158845 members 
Mstep: Class 9 contains 271776 members 
Mstep: Class 10 contains 15115 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 7870 members 
Mstep: Class 13 contains 27496 members 
Mstep: Class 14 contains 20836 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 8569 members 
Mstep: Class 19 contains 19738 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 45236 members 
Mstep: Class 22 contains 21323 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 15465 members 
Mstep: Class 25 contains 15358 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 2218 members 
Mstep: Class 28 contains 9122 members 
Mstep: Class 29 contains 46258 members 
Mstep: Class 30 contains 14804 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927968.000000 Penalty: 101486.929688
Iteration 66Q: 31 clusters Score -1.04928e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7540 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 15998 members 
Mstep: Class 7 contains 65214 members 
Mstep: Class 8 contains 158534 members 
Mstep: Class 9 contains 271364 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 27498 members 
Mstep: Class 14 contains 20871 members 
Mstep: Class 16 contains 13802 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 44921 members 
Mstep: Class 22 contains 21413 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 15476 members 
Mstep: Class 25 contains 15417 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 46459 members 
Mstep: Class 30 contains 14841 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928552.000000 Penalty: 101486.929688
Iteration 67Q: 31 clusters Score -1.049286e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7569 members 
Mstep: Class 3 contains 11971 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 7 contains 65105 members 
Mstep: Class 8 contains 158139 members 
Mstep: Class 9 contains 271064 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 7899 members 
Mstep: Class 13 contains 27500 members 
Mstep: Class 14 contains 20894 members 
Mstep: Class 16 contains 13794 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 19 contains 20840 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 44673 members 
Mstep: Class 22 contains 21514 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 15485 members 
Mstep: Class 25 contains 15474 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 9117 members 
Mstep: Class 29 contains 46623 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928888.000000 Penalty: 101486.929688
Iteration 68Q: 31 clusters Score -1.049289e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 7 contains 65000 members 
Mstep: Class 8 contains 157743 members 
Mstep: Class 9 contains 270878 members 
Mstep: Class 10 contains 15004 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 7917 members 
Mstep: Class 13 contains 27493 members 
Mstep: Class 14 contains 20909 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 21321 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 44429 members 
Mstep: Class 22 contains 21591 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 15497 members 
Mstep: Class 25 contains 15525 members 
Mstep: Class 26 contains 3834 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 9114 members 
Mstep: Class 29 contains 46774 members 
Mstep: Class 30 contains 14900 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929520.000000 Penalty: 101486.929688
Iteration 69Q: 31 clusters Score -1.049295e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 11950 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 16192 members 
Mstep: Class 7 contains 64907 members 
Mstep: Class 8 contains 157294 members 
Mstep: Class 9 contains 270764 members 
Mstep: Class 10 contains 14977 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 27499 members 
Mstep: Class 14 contains 20936 members 
Mstep: Class 16 contains 13777 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 21761 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 44218 members 
Mstep: Class 22 contains 21684 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15511 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 9110 members 
Mstep: Class 29 contains 46908 members 
Mstep: Class 30 contains 14925 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929992.000000 Penalty: 101486.929688
Iteration 70Q: 31 clusters Score -1.0493e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16238 members 
Mstep: Class 7 contains 64814 members 
Mstep: Class 8 contains 156783 members 
Mstep: Class 9 contains 270758 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 27493 members 
Mstep: Class 14 contains 20953 members 
Mstep: Class 16 contains 13775 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 8831 members 
Mstep: Class 19 contains 22174 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 44046 members 
Mstep: Class 22 contains 21779 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15512 members 
Mstep: Class 25 contains 15564 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 9105 members 
Mstep: Class 29 contains 47020 members 
Mstep: Class 30 contains 14947 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930256.000000 Penalty: 101486.929688
Iteration 71Q: 31 clusters Score -1.049303e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7697 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16298 members 
Mstep: Class 7 contains 64725 members 
Mstep: Class 8 contains 156275 members 
Mstep: Class 9 contains 270736 members 
Mstep: Class 10 contains 14931 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 27504 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 16 contains 13763 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 22547 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43921 members 
Mstep: Class 22 contains 21857 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15530 members 
Mstep: Class 25 contains 15595 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 9102 members 
Mstep: Class 29 contains 47108 members 
Mstep: Class 30 contains 14967 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931192.000000 Penalty: 101486.929688
Iteration 72Q: 31 clusters Score -1.049312e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7727 members 
Mstep: Class 3 contains 11928 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 64654 members 
Mstep: Class 8 contains 155666 members 
Mstep: Class 9 contains 270775 members 
Mstep: Class 10 contains 14910 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 27511 members 
Mstep: Class 14 contains 20985 members 
Mstep: Class 16 contains 13756 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 22938 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43807 members 
Mstep: Class 22 contains 21947 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15538 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 47205 members 
Mstep: Class 30 contains 14974 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931712.000000 Penalty: 101486.929688
Iteration 73Q: 31 clusters Score -1.049317e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7747 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16370 members 
Mstep: Class 7 contains 64579 members 
Mstep: Class 8 contains 155050 members 
Mstep: Class 9 contains 270823 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 7981 members 
Mstep: Class 13 contains 27516 members 
Mstep: Class 14 contains 21009 members 
Mstep: Class 16 contains 13748 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 23307 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43719 members 
Mstep: Class 22 contains 22032 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15546 members 
Mstep: Class 25 contains 15676 members 
Mstep: Class 26 contains 3891 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 9088 members 
Mstep: Class 29 contains 47308 members 
Mstep: Class 30 contains 14985 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931728.000000 Penalty: 101486.929688
Iteration 74Q: 31 clusters Score -1.049317e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7755 members 
Mstep: Class 3 contains 11929 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16411 members 
Mstep: Class 7 contains 64491 members 
Mstep: Class 8 contains 154457 members 
Mstep: Class 9 contains 270884 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 27518 members 
Mstep: Class 14 contains 21025 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 23661 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43649 members 
Mstep: Class 22 contains 22104 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15553 members 
Mstep: Class 25 contains 15721 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 9087 members 
Mstep: Class 29 contains 47397 members 
Mstep: Class 30 contains 15001 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931688.000000 Penalty: 101486.929688
Iteration 75Q: 31 clusters Score -1.049317e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 11928 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16447 members 
Mstep: Class 7 contains 64466 members 
Mstep: Class 8 contains 153880 members 
Mstep: Class 9 contains 270937 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 27531 members 
Mstep: Class 14 contains 21033 members 
Mstep: Class 16 contains 13734 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 23993 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43576 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15556 members 
Mstep: Class 25 contains 15751 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 9085 members 
Mstep: Class 29 contains 47473 members 
Mstep: Class 30 contains 15016 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931768.000000 Penalty: 101486.929688
Iteration 76Q: 31 clusters Score -1.049318e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7770 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 16478 members 
Mstep: Class 7 contains 64432 members 
Mstep: Class 8 contains 153314 members 
Mstep: Class 9 contains 270985 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 27546 members 
Mstep: Class 14 contains 21040 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 24322 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43510 members 
Mstep: Class 22 contains 22227 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15559 members 
Mstep: Class 25 contains 15788 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2174 members 
Mstep: Class 28 contains 9083 members 
Mstep: Class 29 contains 47541 members 
Mstep: Class 30 contains 15025 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931768.000000 Penalty: 101486.929688
Iteration 77Q: 31 clusters Score -1.049318e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 3967 members 
Mstep: Class 6 contains 16503 members 
Mstep: Class 7 contains 64376 members 
Mstep: Class 8 contains 152789 members 
Mstep: Class 9 contains 271023 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 27561 members 
Mstep: Class 14 contains 21051 members 
Mstep: Class 16 contains 13742 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 24645 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43469 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 15559 members 
Mstep: Class 25 contains 15819 members 
Mstep: Class 26 contains 3939 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 9081 members 
Mstep: Class 29 contains 47612 members 
Mstep: Class 30 contains 15042 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931848.000000 Penalty: 101486.929688
Iteration 78Q: 31 clusters Score -1.049318e+08 nChanged 1549
Entering ConstructFrom: 
Score: -104931848.000000 Penalty: 101486.929688
Entering ConstructFrom: 
Trying to split cluster 1 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -373691.718750 Penalty: 2014.715942
	Iteration 0F: 2 clusters Score -373691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -370238.406250 Penalty: 4029.431885
	Iteration 0F: 3 clusters Score -370238.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -371039.218750 Penalty: 4029.431885
	Iteration 1F: 3 clusters Score -371039.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -371252.593750 Penalty: 4029.431885
	Iteration 2F: 3 clusters Score -371252.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -371372.093750 Penalty: 4029.431885
	Iteration 3F: 3 clusters Score -371372.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -371474.187500 Penalty: 4029.431885
	Iteration 4Q: 3 clusters Score -371474.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -371544.906250 Penalty: 4029.431885
	Iteration 5Q: 3 clusters Score -371544.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371586.968750 Penalty: 4029.431885
	Iteration 6Q: 3 clusters Score -371587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -371629.000000 Penalty: 4029.431885
	Iteration 7Q: 3 clusters Score -371629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -371675.750000 Penalty: 4029.431885
	Iteration 8Q: 3 clusters Score -371675.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -371739.250000 Penalty: 4029.431885
	Iteration 9Q: 3 clusters Score -371739.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -371787.875000 Penalty: 4029.431885
	Iteration 10Q: 3 clusters Score -371787.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -371825.218750 Penalty: 4029.431885
	Iteration 11Q: 3 clusters Score -371825.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -371857.218750 Penalty: 4029.431885
	Iteration 12Q: 3 clusters Score -371857.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -371881.250000 Penalty: 4029.431885
	Iteration 13Q: 3 clusters Score -371881.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -371901.406250 Penalty: 4029.431885
	Iteration 14Q: 3 clusters Score -371901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -371919.375000 Penalty: 4029.431885
	Iteration 15Q: 3 clusters Score -371919.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371930.312500 Penalty: 4029.431885
	Iteration 16Q: 3 clusters Score -371930.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -371934.093750 Penalty: 4029.431885
	Iteration 17Q: 3 clusters Score -371934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -371937.500000 Penalty: 4029.431885
	Iteration 18Q: 3 clusters Score -371937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -371942.125000 Penalty: 4029.431885
	Iteration 19Q: 3 clusters Score -371942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -371944.312500 Penalty: 4029.431885
	Iteration 20F: 3 clusters Score -371944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -371948.312500 Penalty: 4029.431885
	Iteration 21Q: 3 clusters Score -371948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -371953.812500 Penalty: 4029.431885
	Iteration 22Q: 3 clusters Score -371953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -371962.875000 Penalty: 4029.431885
	Iteration 23Q: 3 clusters Score -371962.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -371968.468750 Penalty: 4029.431885
	Iteration 24Q: 3 clusters Score -371968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -371971.812500 Penalty: 4029.431885
	Iteration 25Q: 3 clusters Score -371971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -371972.812500 Penalty: 4029.431885
	Iteration 26Q: 3 clusters Score -371972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -371975.656250 Penalty: 4029.431885
	Iteration 27Q: 3 clusters Score -371975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -371980.281250 Penalty: 4029.431885
	Iteration 28Q: 3 clusters Score -371980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -371984.250000 Penalty: 4029.431885
	Iteration 29Q: 3 clusters Score -371984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -371986.187500 Penalty: 4029.431885
	Iteration 30Q: 3 clusters Score -371986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -371990.312500 Penalty: 4029.431885
	Iteration 31Q: 3 clusters Score -371990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -371992.500000 Penalty: 4029.431885
	Iteration 32Q: 3 clusters Score -371992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -371995.843750 Penalty: 4029.431885
	Iteration 33Q: 3 clusters Score -371995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -371998.562500 Penalty: 4029.431885
	Iteration 34Q: 3 clusters Score -371998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -372000.250000 Penalty: 4029.431885
	Iteration 35Q: 3 clusters Score -372000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372003.000000 Penalty: 4029.431885
	Iteration 36Q: 3 clusters Score -372003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -372005.343750 Penalty: 4029.431885
	Iteration 37Q: 3 clusters Score -372005.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -372009.000000 Penalty: 4029.431885
	Iteration 38Q: 3 clusters Score -372009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372009.656250 Penalty: 4029.431885
	Iteration 39Q: 3 clusters Score -372009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372011.593750 Penalty: 4029.431885
	Iteration 40F: 3 clusters Score -372011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372012.500000 Penalty: 4029.431885
	Iteration 41Q: 3 clusters Score -372012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -372012.718750 Penalty: 4029.431885
	Iteration 42Q: 3 clusters Score -372012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -372013.156250 Penalty: 4029.431885
	Iteration 43Q: 3 clusters Score -372013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -372013.343750 Penalty: 4029.431885
	Iteration 44Q: 3 clusters Score -372013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -372013.343750 Penalty: 4029.431885
	Iteration 45F: 3 clusters Score -372013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Entering Unmasked Estep 
Score: -952233.437500 Penalty: 2222.068604
	Iteration 0F: 2 clusters Score -952233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -945944.500000 Penalty: 4444.137207
	Iteration 0F: 3 clusters Score -945944.5 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -947605.125000 Penalty: 4444.137207
	Iteration 1F: 3 clusters Score -947605.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -947889.812500 Penalty: 4444.137207
	Iteration 2F: 3 clusters Score -947889.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -948153.937500 Penalty: 4444.137207
	Iteration 3F: 3 clusters Score -948153.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -948421.750000 Penalty: 4444.137207
	Iteration 4F: 3 clusters Score -948421.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -948672.375000 Penalty: 4444.137207
	Iteration 5F: 3 clusters Score -948672.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -948918.500000 Penalty: 4444.137207
	Iteration 6Q: 3 clusters Score -948918.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -949155.812500 Penalty: 4444.137207
	Iteration 7Q: 3 clusters Score -949155.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -949389.812500 Penalty: 4444.137207
	Iteration 8Q: 3 clusters Score -949389.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -949610.375000 Penalty: 4444.137207
	Iteration 9Q: 3 clusters Score -949610.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -949777.437500 Penalty: 4444.137207
	Iteration 10Q: 3 clusters Score -949777.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -949895.187500 Penalty: 4444.137207
	Iteration 11Q: 3 clusters Score -949895.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -949980.437500 Penalty: 4444.137207
	Iteration 12Q: 3 clusters Score -949980.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -950046.625000 Penalty: 4444.137207
	Iteration 13Q: 3 clusters Score -950046.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -950104.562500 Penalty: 4444.137207
	Iteration 14Q: 3 clusters Score -950104.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -950158.437500 Penalty: 4444.137207
	Iteration 15Q: 3 clusters Score -950158.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -950198.687500 Penalty: 4444.137207
	Iteration 16Q: 3 clusters Score -950198.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -950232.000000 Penalty: 4444.137207
	Iteration 17Q: 3 clusters Score -950232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -950257.187500 Penalty: 4444.137207
	Iteration 18Q: 3 clusters Score -950257.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -950282.000000 Penalty: 4444.137207
	Iteration 19Q: 3 clusters Score -950282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -950304.187500 Penalty: 4444.137207
	Iteration 20F: 3 clusters Score -950304.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -950320.687500 Penalty: 4444.137207
	Iteration 21Q: 3 clusters Score -950320.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -950341.062500 Penalty: 4444.137207
	Iteration 22Q: 3 clusters Score -950341.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -950355.750000 Penalty: 4444.137207
	Iteration 23Q: 3 clusters Score -950355.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -950365.000000 Penalty: 4444.137207
	Iteration 24Q: 3 clusters Score -950365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -950371.437500 Penalty: 4444.137207
	Iteration 25Q: 3 clusters Score -950371.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -950380.250000 Penalty: 4444.137207
	Iteration 26Q: 3 clusters Score -950380.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -950388.187500 Penalty: 4444.137207
	Iteration 27Q: 3 clusters Score -950388.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -950396.187500 Penalty: 4444.137207
	Iteration 28Q: 3 clusters Score -950396.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -950403.125000 Penalty: 4444.137207
	Iteration 29Q: 3 clusters Score -950403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -950413.500000 Penalty: 4444.137207
	Iteration 30Q: 3 clusters Score -950413.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -950417.375000 Penalty: 4444.137207
	Iteration 31Q: 3 clusters Score -950417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -950429.875000 Penalty: 4444.137207
	Iteration 32Q: 3 clusters Score -950429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -950436.187500 Penalty: 4444.137207
	Iteration 33Q: 3 clusters Score -950436.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -950448.625000 Penalty: 4444.137207
	Iteration 34Q: 3 clusters Score -950448.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -950464.312500 Penalty: 4444.137207
	Iteration 35Q: 3 clusters Score -950464.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -950474.187500 Penalty: 4444.137207
	Iteration 36Q: 3 clusters Score -950474.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -950487.000000 Penalty: 4444.137207
	Iteration 37Q: 3 clusters Score -950487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -950498.687500 Penalty: 4444.137207
	Iteration 38Q: 3 clusters Score -950498.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -950510.125000 Penalty: 4444.137207
	Iteration 39Q: 3 clusters Score -950510.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -950522.312500 Penalty: 4444.137207
	Iteration 40F: 3 clusters Score -950522.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -950532.812500 Penalty: 4444.137207
	Iteration 41Q: 3 clusters Score -950532.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -950553.875000 Penalty: 4444.137207
	Iteration 42Q: 3 clusters Score -950553.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -950567.375000 Penalty: 4444.137207
	Iteration 43Q: 3 clusters Score -950567.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -950577.937500 Penalty: 4444.137207
	Iteration 44Q: 3 clusters Score -950577.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -950589.500000 Penalty: 4444.137207
	Iteration 45Q: 3 clusters Score -950589.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -950598.062500 Penalty: 4444.137207
	Iteration 46Q: 3 clusters Score -950598.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -950608.687500 Penalty: 4444.137207
	Iteration 47Q: 3 clusters Score -950608.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -950618.937500 Penalty: 4444.137207
	Iteration 48Q: 3 clusters Score -950618.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -950626.000000 Penalty: 4444.137207
	Iteration 49Q: 3 clusters Score -950626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -950633.687500 Penalty: 4444.137207
	Iteration 50Q: 3 clusters Score -950633.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -950636.125000 Penalty: 4444.137207
	Iteration 51Q: 3 clusters Score -950636.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -950642.562500 Penalty: 4444.137207
	Iteration 52Q: 3 clusters Score -950642.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -950645.937500 Penalty: 4444.137207
	Iteration 53Q: 3 clusters Score -950645.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -950649.562500 Penalty: 4444.137207
	Iteration 54Q: 3 clusters Score -950649.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -950655.625000 Penalty: 4444.137207
	Iteration 55Q: 3 clusters Score -950655.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -950660.562500 Penalty: 4444.137207
	Iteration 56Q: 3 clusters Score -950660.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -950664.125000 Penalty: 4444.137207
	Iteration 57Q: 3 clusters Score -950664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -950664.812500 Penalty: 4444.137207
	Iteration 58Q: 3 clusters Score -950664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -950667.375000 Penalty: 4444.137207
	Iteration 59Q: 3 clusters Score -950667.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -950671.687500 Penalty: 4444.137207
	Iteration 60F: 3 clusters Score -950671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -950678.250000 Penalty: 4444.137207
	Iteration 61Q: 3 clusters Score -950678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -950678.125000 Penalty: 4444.137207
	Iteration 62Q: 3 clusters Score -950678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -950680.062500 Penalty: 4444.137207
	Iteration 63Q: 3 clusters Score -950680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -950681.875000 Penalty: 4444.137207
	Iteration 64Q: 3 clusters Score -950681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -950683.500000 Penalty: 4444.137207
	Iteration 65Q: 3 clusters Score -950683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -950682.562500 Penalty: 4444.137207
	Iteration 66Q: 3 clusters Score -950682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -950685.250000 Penalty: 4444.137207
	Iteration 67Q: 3 clusters Score -950685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -950685.500000 Penalty: 4444.137207
	Iteration 68Q: 3 clusters Score -950685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -950685.750000 Penalty: 4444.137207
	Iteration 69Q: 3 clusters Score -950685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -950685.812500 Penalty: 4444.137207
	Iteration 70Q: 3 clusters Score -950685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -950688.187500 Penalty: 4444.137207
	Iteration 71Q: 3 clusters Score -950688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -950687.812500 Penalty: 4444.137207
	Iteration 72Q: 3 clusters Score -950687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -950689.375000 Penalty: 4444.137207
	Iteration 73Q: 3 clusters Score -950689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -950691.250000 Penalty: 4444.137207
	Iteration 74Q: 3 clusters Score -950691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -950693.062500 Penalty: 4444.137207
	Iteration 75Q: 3 clusters Score -950693.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -950693.875000 Penalty: 4444.137207
	Iteration 76Q: 3 clusters Score -950693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -950694.625000 Penalty: 4444.137207
	Iteration 77Q: 3 clusters Score -950694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -950696.187500 Penalty: 4444.137207
	Iteration 78Q: 3 clusters Score -950696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -950695.562500 Penalty: 4444.137207
	Iteration 79Q: 3 clusters Score -950695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -950695.625000 Penalty: 4444.137207
	Iteration 80F: 3 clusters Score -950695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -950696.312500 Penalty: 4444.137207
	Iteration 81Q: 3 clusters Score -950696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -950696.625000 Penalty: 4444.137207
	Iteration 82Q: 3 clusters Score -950696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -950697.875000 Penalty: 4444.137207
	Iteration 83Q: 3 clusters Score -950697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -950698.562500 Penalty: 4444.137207
	Iteration 84Q: 3 clusters Score -950698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -950698.562500 Penalty: 4444.137207
	Iteration 85F: 3 clusters Score -950698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1509305.000000 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -1509305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1500367.750000 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -1500368 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1503149.750000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -1503150 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1503611.125000 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -1503611 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1504035.750000 Penalty: 4654.776367
	Iteration 3F: 3 clusters Score -1504036 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1504414.250000 Penalty: 4654.776367
	Iteration 4F: 3 clusters Score -1504414 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1504826.375000 Penalty: 4654.776367
	Iteration 5Q: 3 clusters Score -1504826 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1505236.000000 Penalty: 4654.776367
	Iteration 6F: 3 clusters Score -1505236 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1505609.000000 Penalty: 4654.776367
	Iteration 7Q: 3 clusters Score -1505609 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1505950.500000 Penalty: 4654.776367
	Iteration 8Q: 3 clusters Score -1505950 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1506235.250000 Penalty: 4654.776367
	Iteration 9Q: 3 clusters Score -1506235 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1506474.750000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -1506475 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1506729.750000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -1506730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1506930.750000 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -1506931 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1507040.500000 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -1507040 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1507119.625000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -1507120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1507181.875000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -1507182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1507231.000000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -1507231 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1507291.875000 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -1507292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1507354.500000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -1507354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1507413.250000 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -1507413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1507459.750000 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -1507460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1507488.250000 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -1507488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1507511.500000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -1507512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1507523.625000 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -1507524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1507534.625000 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -1507535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1507543.000000 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -1507543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1507546.750000 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -1507547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1507559.125000 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -1507559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1507564.125000 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -1507564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1507568.875000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -1507569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1507570.250000 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -1507570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1507575.875000 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -1507576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1507579.500000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -1507580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1507581.375000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -1507581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1507581.375000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -1507581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1507583.625000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -1507584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1507586.125000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -1507586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1507586.875000 Penalty: 4654.776367
	Iteration 37Q: 3 clusters Score -1507587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1507589.625000 Penalty: 4654.776367
	Iteration 38Q: 3 clusters Score -1507590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1507585.125000 Penalty: 4654.776367
	Iteration 39Q: 3 clusters Score -1507585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1507590.250000 Penalty: 4654.776367
	Iteration 40F: 3 clusters Score -1507590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1507589.250000 Penalty: 4654.776367
	Iteration 41Q: 3 clusters Score -1507589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1507591.000000 Penalty: 4654.776367
	Iteration 42Q: 3 clusters Score -1507591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1507593.875000 Penalty: 4654.776367
	Iteration 43Q: 3 clusters Score -1507594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1507593.875000 Penalty: 4654.776367
	Iteration 44Q: 3 clusters Score -1507594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1507595.250000 Penalty: 4654.776367
	Iteration 45Q: 3 clusters Score -1507595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1507595.250000 Penalty: 4654.776367
	Iteration 46F: 3 clusters Score -1507595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -485889.218750 Penalty: 2050.899902
	Iteration 0F: 2 clusters Score -485889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -482086.656250 Penalty: 4101.799805
	Iteration 0F: 3 clusters Score -482086.7 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -483011.437500 Penalty: 4101.799805
	Iteration 1F: 3 clusters Score -483011.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -483319.093750 Penalty: 4101.799805
	Iteration 2F: 3 clusters Score -483319.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -483602.968750 Penalty: 4101.799805
	Iteration 3F: 3 clusters Score -483603 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -483827.625000 Penalty: 4101.799805
	Iteration 4F: 3 clusters Score -483827.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -484017.468750 Penalty: 4101.799805
	Iteration 5F: 3 clusters Score -484017.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -484181.843750 Penalty: 4101.799805
	Iteration 6Q: 3 clusters Score -484181.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -484294.593750 Penalty: 4101.799805
	Iteration 7Q: 3 clusters Score -484294.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -484369.468750 Penalty: 4101.799805
	Iteration 8Q: 3 clusters Score -484369.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -484426.750000 Penalty: 4101.799805
	Iteration 9Q: 3 clusters Score -484426.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -484475.281250 Penalty: 4101.799805
	Iteration 10Q: 3 clusters Score -484475.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -484507.718750 Penalty: 4101.799805
	Iteration 11Q: 3 clusters Score -484507.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -484538.937500 Penalty: 4101.799805
	Iteration 12Q: 3 clusters Score -484538.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -484563.125000 Penalty: 4101.799805
	Iteration 13Q: 3 clusters Score -484563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -484585.531250 Penalty: 4101.799805
	Iteration 14Q: 3 clusters Score -484585.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -484609.218750 Penalty: 4101.799805
	Iteration 15Q: 3 clusters Score -484609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -484624.343750 Penalty: 4101.799805
	Iteration 16Q: 3 clusters Score -484624.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -484637.343750 Penalty: 4101.799805
	Iteration 17Q: 3 clusters Score -484637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -484649.937500 Penalty: 4101.799805
	Iteration 18Q: 3 clusters Score -484649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -484656.500000 Penalty: 4101.799805
	Iteration 19Q: 3 clusters Score -484656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -484663.781250 Penalty: 4101.799805
	Iteration 20F: 3 clusters Score -484663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -484665.500000 Penalty: 4101.799805
	Iteration 21Q: 3 clusters Score -484665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -484667.750000 Penalty: 4101.799805
	Iteration 22Q: 3 clusters Score -484667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -484669.906250 Penalty: 4101.799805
	Iteration 23Q: 3 clusters Score -484669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -484669.656250 Penalty: 4101.799805
	Iteration 24Q: 3 clusters Score -484669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -484670.718750 Penalty: 4101.799805
	Iteration 25Q: 3 clusters Score -484670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -484671.937500 Penalty: 4101.799805
	Iteration 26Q: 3 clusters Score -484671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -484674.343750 Penalty: 4101.799805
	Iteration 27Q: 3 clusters Score -484674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -484675.343750 Penalty: 4101.799805
	Iteration 28Q: 3 clusters Score -484675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -484678.718750 Penalty: 4101.799805
	Iteration 29Q: 3 clusters Score -484678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -484681.812500 Penalty: 4101.799805
	Iteration 30Q: 3 clusters Score -484681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -484682.750000 Penalty: 4101.799805
	Iteration 31Q: 3 clusters Score -484682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -484683.906250 Penalty: 4101.799805
	Iteration 32Q: 3 clusters Score -484683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -484683.906250 Penalty: 4101.799805
	Iteration 33F: 3 clusters Score -484683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -492709.343750 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -492709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -488805.312500 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -488805.3 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -489600.375000 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -489600.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -489782.250000 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -489782.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -489883.406250 Penalty: 4109.864746
	Iteration 3Q: 3 clusters Score -489883.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -489953.937500 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -489953.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -490011.812500 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -490011.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -490050.531250 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -490050.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -490082.093750 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -490082.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -490105.406250 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -490105.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -490121.718750 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -490121.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -490135.093750 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -490135.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -490149.375000 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -490149.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -490168.312500 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -490168.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -490180.750000 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -490180.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -490189.906250 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -490189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -490196.625000 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -490196.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -490203.531250 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -490203.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -490213.531250 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -490213.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -490220.218750 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -490220.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -490225.531250 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -490225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -490231.000000 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -490231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -490234.187500 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -490234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -490236.656250 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -490236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -490237.843750 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -490237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -490237.281250 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -490237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -490238.312500 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -490238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -490238.718750 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -490238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -490240.437500 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -490240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -490241.937500 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -490241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -490244.156250 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -490244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -490245.875000 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -490245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -490248.343750 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -490248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -490252.000000 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -490252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -490251.500000 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -490251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -490252.812500 Penalty: 4109.864746
	Iteration 34Q: 3 clusters Score -490252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -490252.937500 Penalty: 4109.864746
	Iteration 35Q: 3 clusters Score -490252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -490252.937500 Penalty: 4109.864746
	Iteration 36F: 3 clusters Score -490252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Entering Unmasked Estep 
Score: -1846340.750000 Penalty: 2408.702148
	Iteration 0F: 2 clusters Score -1846341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1834569.375000 Penalty: 4817.404297
	Iteration 0F: 3 clusters Score -1834569 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1838687.375000 Penalty: 4817.404297
	Iteration 1F: 3 clusters Score -1838687 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1839338.125000 Penalty: 4817.404297
	Iteration 2F: 3 clusters Score -1839338 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1839985.375000 Penalty: 4817.404297
	Iteration 3F: 3 clusters Score -1839985 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1840552.625000 Penalty: 4817.404297
	Iteration 4F: 3 clusters Score -1840553 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1841075.625000 Penalty: 4817.404297
	Iteration 5F: 3 clusters Score -1841076 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1841584.375000 Penalty: 4817.404297
	Iteration 6Q: 3 clusters Score -1841584 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1842059.625000 Penalty: 4817.404297
	Iteration 7Q: 3 clusters Score -1842060 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1842491.750000 Penalty: 4817.404297
	Iteration 8Q: 3 clusters Score -1842492 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1842824.000000 Penalty: 4817.404297
	Iteration 9Q: 3 clusters Score -1842824 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1843068.375000 Penalty: 4817.404297
	Iteration 10Q: 3 clusters Score -1843068 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1843246.625000 Penalty: 4817.404297
	Iteration 11Q: 3 clusters Score -1843247 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1843390.125000 Penalty: 4817.404297
	Iteration 12Q: 3 clusters Score -1843390 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1843517.500000 Penalty: 4817.404297
	Iteration 13Q: 3 clusters Score -1843518 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1843617.125000 Penalty: 4817.404297
	Iteration 14Q: 3 clusters Score -1843617 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1843712.500000 Penalty: 4817.404297
	Iteration 15Q: 3 clusters Score -1843712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1843797.500000 Penalty: 4817.404297
	Iteration 16Q: 3 clusters Score -1843798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1843888.750000 Penalty: 4817.404297
	Iteration 17Q: 3 clusters Score -1843889 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1844004.250000 Penalty: 4817.404297
	Iteration 18Q: 3 clusters Score -1844004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1844125.750000 Penalty: 4817.404297
	Iteration 19Q: 3 clusters Score -1844126 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1844244.000000 Penalty: 4817.404297
	Iteration 20F: 3 clusters Score -1844244 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1844346.375000 Penalty: 4817.404297
	Iteration 21Q: 3 clusters Score -1844346 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1844446.500000 Penalty: 4817.404297
	Iteration 22Q: 3 clusters Score -1844446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1844531.750000 Penalty: 4817.404297
	Iteration 23Q: 3 clusters Score -1844532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1844590.125000 Penalty: 4817.404297
	Iteration 24Q: 3 clusters Score -1844590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1844651.125000 Penalty: 4817.404297
	Iteration 25Q: 3 clusters Score -1844651 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1844702.625000 Penalty: 4817.404297
	Iteration 26Q: 3 clusters Score -1844703 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1844736.125000 Penalty: 4817.404297
	Iteration 27Q: 3 clusters Score -1844736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1844788.750000 Penalty: 4817.404297
	Iteration 28Q: 3 clusters Score -1844789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1844833.750000 Penalty: 4817.404297
	Iteration 29Q: 3 clusters Score -1844834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1844866.625000 Penalty: 4817.404297
	Iteration 30Q: 3 clusters Score -1844867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1844888.750000 Penalty: 4817.404297
	Iteration 31Q: 3 clusters Score -1844889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1844912.250000 Penalty: 4817.404297
	Iteration 32Q: 3 clusters Score -1844912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1844934.875000 Penalty: 4817.404297
	Iteration 33Q: 3 clusters Score -1844935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1844948.250000 Penalty: 4817.404297
	Iteration 34Q: 3 clusters Score -1844948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1844968.125000 Penalty: 4817.404297
	Iteration 35Q: 3 clusters Score -1844968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1844982.000000 Penalty: 4817.404297
	Iteration 36Q: 3 clusters Score -1844982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1844987.125000 Penalty: 4817.404297
	Iteration 37Q: 3 clusters Score -1844987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1844994.250000 Penalty: 4817.404297
	Iteration 38Q: 3 clusters Score -1844994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1844999.375000 Penalty: 4817.404297
	Iteration 39Q: 3 clusters Score -1844999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1845001.250000 Penalty: 4817.404297
	Iteration 40F: 3 clusters Score -1845001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1845007.000000 Penalty: 4817.404297
	Iteration 41Q: 3 clusters Score -1845007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1845011.875000 Penalty: 4817.404297
	Iteration 42Q: 3 clusters Score -1845012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1845010.125000 Penalty: 4817.404297
	Iteration 43Q: 3 clusters Score -1845010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1845017.125000 Penalty: 4817.404297
	Iteration 44Q: 3 clusters Score -1845017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1845018.875000 Penalty: 4817.404297
	Iteration 45Q: 3 clusters Score -1845019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1845024.875000 Penalty: 4817.404297
	Iteration 46Q: 3 clusters Score -1845025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1845028.875000 Penalty: 4817.404297
	Iteration 47Q: 3 clusters Score -1845029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1845031.625000 Penalty: 4817.404297
	Iteration 48Q: 3 clusters Score -1845032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1845034.750000 Penalty: 4817.404297
	Iteration 49Q: 3 clusters Score -1845035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1845037.250000 Penalty: 4817.404297
	Iteration 50Q: 3 clusters Score -1845037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1845040.000000 Penalty: 4817.404297
	Iteration 51Q: 3 clusters Score -1845040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1845042.250000 Penalty: 4817.404297
	Iteration 52Q: 3 clusters Score -1845042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1845046.625000 Penalty: 4817.404297
	Iteration 53Q: 3 clusters Score -1845047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1845048.375000 Penalty: 4817.404297
	Iteration 54Q: 3 clusters Score -1845048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1845053.250000 Penalty: 4817.404297
	Iteration 55Q: 3 clusters Score -1845053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1845052.375000 Penalty: 4817.404297
	Iteration 56Q: 3 clusters Score -1845052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1845059.750000 Penalty: 4817.404297
	Iteration 57Q: 3 clusters Score -1845060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1845063.875000 Penalty: 4817.404297
	Iteration 58Q: 3 clusters Score -1845064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1845068.500000 Penalty: 4817.404297
	Iteration 59Q: 3 clusters Score -1845068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1845072.125000 Penalty: 4817.404297
	Iteration 60F: 3 clusters Score -1845072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1845070.500000 Penalty: 4817.404297
	Iteration 61Q: 3 clusters Score -1845070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1845069.750000 Penalty: 4817.404297
	Iteration 62Q: 3 clusters Score -1845070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1845069.500000 Penalty: 4817.404297
	Iteration 63Q: 3 clusters Score -1845070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1845070.000000 Penalty: 4817.404297
	Iteration 64Q: 3 clusters Score -1845070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1845072.375000 Penalty: 4817.404297
	Iteration 65Q: 3 clusters Score -1845072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1845070.125000 Penalty: 4817.404297
	Iteration 66Q: 3 clusters Score -1845070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1845073.125000 Penalty: 4817.404297
	Iteration 67Q: 3 clusters Score -1845073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1845078.250000 Penalty: 4817.404297
	Iteration 68Q: 3 clusters Score -1845078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1845080.750000 Penalty: 4817.404297
	Iteration 69Q: 3 clusters Score -1845081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1845079.750000 Penalty: 4817.404297
	Iteration 70Q: 3 clusters Score -1845080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1845079.500000 Penalty: 4817.404297
	Iteration 71Q: 3 clusters Score -1845080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1845081.125000 Penalty: 4817.404297
	Iteration 72Q: 3 clusters Score -1845081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1845079.750000 Penalty: 4817.404297
	Iteration 73Q: 3 clusters Score -1845080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1845079.125000 Penalty: 4817.404297
	Iteration 74Q: 3 clusters Score -1845079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1845079.125000 Penalty: 4817.404297
	Iteration 75F: 3 clusters Score -1845079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Entering Unmasked Estep 
Score: -7736977.000000 Penalty: 2745.871338
	Iteration 0F: 2 clusters Score -7736977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -7693839.500000 Penalty: 5491.742676
	Iteration 0F: 3 clusters Score -7693840 nChanged 30060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7711022.500000 Penalty: 5491.742676
	Iteration 1F: 3 clusters Score -7711022 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -7712527.500000 Penalty: 5491.742676
	Iteration 2Q: 3 clusters Score -7712528 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -7714980.500000 Penalty: 5491.742676
	Iteration 3F: 3 clusters Score -7714980 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -7717995.000000 Penalty: 5491.742676
	Iteration 4F: 3 clusters Score -7717995 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -7720701.000000 Penalty: 5491.742676
	Iteration 5F: 3 clusters Score -7720701 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7722697.500000 Penalty: 5491.742676
	Iteration 6F: 3 clusters Score -7722698 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -7724478.500000 Penalty: 5491.742676
	Iteration 7F: 3 clusters Score -7724478 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -7726443.000000 Penalty: 5491.742676
	Iteration 8Q: 3 clusters Score -7726443 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -7728476.500000 Penalty: 5491.742676
	Iteration 9Q: 3 clusters Score -7728476 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -7730581.500000 Penalty: 5491.742676
	Iteration 10Q: 3 clusters Score -7730582 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -7732342.500000 Penalty: 5491.742676
	Iteration 11Q: 3 clusters Score -7732342 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -7733764.500000 Penalty: 5491.742676
	Iteration 12Q: 3 clusters Score -7733764 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -7734847.500000 Penalty: 5491.742676
	Iteration 13Q: 3 clusters Score -7734848 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7735783.500000 Penalty: 5491.742676
	Iteration 14Q: 3 clusters Score -7735784 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7736503.000000 Penalty: 5491.742676
	Iteration 15Q: 3 clusters Score -7736503 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -7737202.500000 Penalty: 5491.742676
	Iteration 16Q: 3 clusters Score -7737202 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7737703.500000 Penalty: 5491.742676
	Iteration 17Q: 3 clusters Score -7737704 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -7738025.500000 Penalty: 5491.742676
	Iteration 18Q: 3 clusters Score -7738026 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7738292.000000 Penalty: 5491.742676
	Iteration 19Q: 3 clusters Score -7738292 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -7738435.500000 Penalty: 5491.742676
	Iteration 20F: 3 clusters Score -7738436 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -7738586.500000 Penalty: 5491.742676
	Iteration 21Q: 3 clusters Score -7738586 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -7738713.500000 Penalty: 5491.742676
	Iteration 22Q: 3 clusters Score -7738714 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7738771.500000 Penalty: 5491.742676
	Iteration 23Q: 3 clusters Score -7738772 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -7738815.500000 Penalty: 5491.742676
	Iteration 24Q: 3 clusters Score -7738816 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -7738858.500000 Penalty: 5491.742676
	Iteration 25Q: 3 clusters Score -7738858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -7738904.000000 Penalty: 5491.742676
	Iteration 26Q: 3 clusters Score -7738904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7738939.000000 Penalty: 5491.742676
	Iteration 27Q: 3 clusters Score -7738939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -7738957.500000 Penalty: 5491.742676
	Iteration 28Q: 3 clusters Score -7738958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -7738965.000000 Penalty: 5491.742676
	Iteration 29Q: 3 clusters Score -7738965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7738959.000000 Penalty: 5491.742676
	Iteration 30Q: 3 clusters Score -7738959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -7738979.000000 Penalty: 5491.742676
	Iteration 31Q: 3 clusters Score -7738979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -7738990.000000 Penalty: 5491.742676
	Iteration 32Q: 3 clusters Score -7738990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -7738989.500000 Penalty: 5491.742676
	Iteration 33Q: 3 clusters Score -7738990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -7738999.000000 Penalty: 5491.742676
	Iteration 34Q: 3 clusters Score -7738999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -7739000.500000 Penalty: 5491.742676
	Iteration 35Q: 3 clusters Score -7739000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -7739002.000000 Penalty: 5491.742676
	Iteration 36Q: 3 clusters Score -7739002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -7739017.500000 Penalty: 5491.742676
	Iteration 37Q: 3 clusters Score -7739018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -7739020.500000 Penalty: 5491.742676
	Iteration 38Q: 3 clusters Score -7739020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -7739027.000000 Penalty: 5491.742676
	Iteration 39Q: 3 clusters Score -7739027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -7739023.000000 Penalty: 5491.742676
	Iteration 40F: 3 clusters Score -7739023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -7739026.500000 Penalty: 5491.742676
	Iteration 41Q: 3 clusters Score -7739026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -7739032.000000 Penalty: 5491.742676
	Iteration 42Q: 3 clusters Score -7739032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7739028.500000 Penalty: 5491.742676
	Iteration 43Q: 3 clusters Score -7739028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7739029.000000 Penalty: 5491.742676
	Iteration 44Q: 3 clusters Score -7739029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -7739032.000000 Penalty: 5491.742676
	Iteration 45Q: 3 clusters Score -7739032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -7739031.500000 Penalty: 5491.742676
	Iteration 46Q: 3 clusters Score -7739032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -7739031.500000 Penalty: 5491.742676
	Iteration 47F: 3 clusters Score -7739032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 271085 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 21073 members 
Mstep: Class 15 contains 60080 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15563 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 47673 members 
Mstep: Class 30 contains 15059 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
Score: -104933864.000000 Penalty: 104869.828125
Splitting cluster 7 changes total score from -104931848.000000 to -104933864.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (152300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Entering Unmasked Estep 
Score: -19805890.000000 Penalty: 2959.534668
	Iteration 0F: 2 clusters Score -1.980589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -19704104.000000 Penalty: 5919.069336
	Iteration 0F: 3 clusters Score -1.97041e+07 nChanged 72962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -19746842.000000 Penalty: 5919.069336
	Iteration 1F: 3 clusters Score -1.974684e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -19748608.000000 Penalty: 5919.069336
	Iteration 2Q: 3 clusters Score -1.974861e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -19751040.000000 Penalty: 5919.069336
	Iteration 3Q: 3 clusters Score -1.975104e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -19754632.000000 Penalty: 5919.069336
	Iteration 4Q: 3 clusters Score -1.975463e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -19760024.000000 Penalty: 5919.069336
	Iteration 5F: 3 clusters Score -1.976002e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -19767326.000000 Penalty: 5919.069336
	Iteration 6F: 3 clusters Score -1.976733e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -19775806.000000 Penalty: 5919.069336
	Iteration 7F: 3 clusters Score -1.977581e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -19782870.000000 Penalty: 5919.069336
	Iteration 8F: 3 clusters Score -1.978287e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -19786326.000000 Penalty: 5919.069336
	Iteration 9Q: 3 clusters Score -1.978633e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -19787648.000000 Penalty: 5919.069336
	Iteration 10Q: 3 clusters Score -1.978765e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -19788636.000000 Penalty: 5919.069336
	Iteration 11Q: 3 clusters Score -1.978864e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -19789500.000000 Penalty: 5919.069336
	Iteration 12Q: 3 clusters Score -1.97895e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -19790034.000000 Penalty: 5919.069336
	Iteration 13Q: 3 clusters Score -1.979003e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -19790480.000000 Penalty: 5919.069336
	Iteration 14Q: 3 clusters Score -1.979048e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -19790678.000000 Penalty: 5919.069336
	Iteration 15Q: 3 clusters Score -1.979068e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -19791018.000000 Penalty: 5919.069336
	Iteration 16Q: 3 clusters Score -1.979102e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -19791230.000000 Penalty: 5919.069336
	Iteration 17Q: 3 clusters Score -1.979123e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -19791334.000000 Penalty: 5919.069336
	Iteration 18Q: 3 clusters Score -1.979133e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -19791468.000000 Penalty: 5919.069336
	Iteration 19Q: 3 clusters Score -1.979147e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -19791556.000000 Penalty: 5919.069336
	Iteration 20F: 3 clusters Score -1.979156e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -19791610.000000 Penalty: 5919.069336
	Iteration 21Q: 3 clusters Score -1.979161e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -19791576.000000 Penalty: 5919.069336
	Iteration 22Q: 3 clusters Score -1.979158e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -19791636.000000 Penalty: 5919.069336
	Iteration 23Q: 3 clusters Score -1.979164e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -19791668.000000 Penalty: 5919.069336
	Iteration 24Q: 3 clusters Score -1.979167e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -19791676.000000 Penalty: 5919.069336
	Iteration 25Q: 3 clusters Score -1.979168e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -19791720.000000 Penalty: 5919.069336
	Iteration 26Q: 3 clusters Score -1.979172e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -19791750.000000 Penalty: 5919.069336
	Iteration 27Q: 3 clusters Score -1.979175e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -19791742.000000 Penalty: 5919.069336
	Iteration 28Q: 3 clusters Score -1.979174e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -19791752.000000 Penalty: 5919.069336
	Iteration 29Q: 3 clusters Score -1.979175e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -19791774.000000 Penalty: 5919.069336
	Iteration 30Q: 3 clusters Score -1.979177e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -19791814.000000 Penalty: 5919.069336
	Iteration 31Q: 3 clusters Score -1.979181e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -19791774.000000 Penalty: 5919.069336
	Iteration 32Q: 3 clusters Score -1.979177e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -19791816.000000 Penalty: 5919.069336
	Iteration 33Q: 3 clusters Score -1.979182e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -19791852.000000 Penalty: 5919.069336
	Iteration 34Q: 3 clusters Score -1.979185e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -19791792.000000 Penalty: 5919.069336
	Iteration 35Q: 3 clusters Score -1.979179e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -19791812.000000 Penalty: 5919.069336
	Iteration 36Q: 3 clusters Score -1.979181e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -19791806.000000 Penalty: 5919.069336
	Iteration 37Q: 3 clusters Score -1.979181e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -19791834.000000 Penalty: 5919.069336
	Iteration 38Q: 3 clusters Score -1.979183e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -19791838.000000 Penalty: 5919.069336
	Iteration 39Q: 3 clusters Score -1.979184e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -19791824.000000 Penalty: 5919.069336
	Iteration 40F: 3 clusters Score -1.979182e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -19791852.000000 Penalty: 5919.069336
	Iteration 41Q: 3 clusters Score -1.979185e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -19791842.000000 Penalty: 5919.069336
	Iteration 42Q: 3 clusters Score -1.979184e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -19791860.000000 Penalty: 5919.069336
	Iteration 43Q: 3 clusters Score -1.979186e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -19791880.000000 Penalty: 5919.069336
	Iteration 44Q: 3 clusters Score -1.979188e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -19791892.000000 Penalty: 5919.069336
	Iteration 45Q: 3 clusters Score -1.979189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -19791880.000000 Penalty: 5919.069336
	Iteration 46Q: 3 clusters Score -1.979188e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -19791882.000000 Penalty: 5919.069336
	Iteration 47Q: 3 clusters Score -1.979188e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -19791888.000000 Penalty: 5919.069336
	Iteration 48Q: 3 clusters Score -1.979189e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -19791890.000000 Penalty: 5919.069336
	Iteration 49Q: 3 clusters Score -1.979189e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -19791904.000000 Penalty: 5919.069336
	Iteration 50Q: 3 clusters Score -1.97919e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -19791892.000000 Penalty: 5919.069336
	Iteration 51Q: 3 clusters Score -1.979189e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -19791890.000000 Penalty: 5919.069336
	Iteration 52Q: 3 clusters Score -1.979189e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -19791856.000000 Penalty: 5919.069336
	Iteration 53Q: 3 clusters Score -1.979186e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -19791874.000000 Penalty: 5919.069336
	Iteration 54Q: 3 clusters Score -1.979187e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -19791906.000000 Penalty: 5919.069336
	Iteration 55Q: 3 clusters Score -1.979191e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -19791902.000000 Penalty: 5919.069336
	Iteration 56Q: 3 clusters Score -1.97919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -19791930.000000 Penalty: 5919.069336
	Iteration 57Q: 3 clusters Score -1.979193e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -19791934.000000 Penalty: 5919.069336
	Iteration 58Q: 3 clusters Score -1.979193e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -19791930.000000 Penalty: 5919.069336
	Iteration 59Q: 3 clusters Score -1.979193e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -19791932.000000 Penalty: 5919.069336
	Iteration 60F: 3 clusters Score -1.979193e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -19791948.000000 Penalty: 5919.069336
	Iteration 61Q: 3 clusters Score -1.979195e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -19791982.000000 Penalty: 5919.069336
	Iteration 62Q: 3 clusters Score -1.979198e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -19791976.000000 Penalty: 5919.069336
	Iteration 63Q: 3 clusters Score -1.979198e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -19791958.000000 Penalty: 5919.069336
	Iteration 64Q: 3 clusters Score -1.979196e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 65Q: 3 clusters Score -1.979198e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 66Q: 3 clusters Score -1.979198e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -19791996.000000 Penalty: 5919.069336
	Iteration 67Q: 3 clusters Score -1.9792e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -19791998.000000 Penalty: 5919.069336
	Iteration 68Q: 3 clusters Score -1.9792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -19791992.000000 Penalty: 5919.069336
	Iteration 69Q: 3 clusters Score -1.979199e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -19791996.000000 Penalty: 5919.069336
	Iteration 70Q: 3 clusters Score -1.9792e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -19791982.000000 Penalty: 5919.069336
	Iteration 71Q: 3 clusters Score -1.979198e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -19791988.000000 Penalty: 5919.069336
	Iteration 72Q: 3 clusters Score -1.979199e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -19791990.000000 Penalty: 5919.069336
	Iteration 73Q: 3 clusters Score -1.979199e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -19792004.000000 Penalty: 5919.069336
	Iteration 74Q: 3 clusters Score -1.9792e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -19792004.000000 Penalty: 5919.069336
	Iteration 75Q: 3 clusters Score -1.9792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 76Q: 3 clusters Score -1.979198e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -19791980.000000 Penalty: 5919.069336
	Iteration 77Q: 3 clusters Score -1.979198e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -19791998.000000 Penalty: 5919.069336
	Iteration 78Q: 3 clusters Score -1.9792e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -19791996.000000 Penalty: 5919.069336
	Iteration 79Q: 3 clusters Score -1.9792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -19791986.000000 Penalty: 5919.069336
	Iteration 80F: 3 clusters Score -1.979199e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -19791980.000000 Penalty: 5919.069336
	Iteration 81Q: 3 clusters Score -1.979198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -19791970.000000 Penalty: 5919.069336
	Iteration 82Q: 3 clusters Score -1.979197e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -19791996.000000 Penalty: 5919.069336
	Iteration 83Q: 3 clusters Score -1.9792e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -19791994.000000 Penalty: 5919.069336
	Iteration 84Q: 3 clusters Score -1.979199e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -19792008.000000 Penalty: 5919.069336
	Iteration 85Q: 3 clusters Score -1.979201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -19792024.000000 Penalty: 5919.069336
	Iteration 86Q: 3 clusters Score -1.979202e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -19792068.000000 Penalty: 5919.069336
	Iteration 87Q: 3 clusters Score -1.979207e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -19792056.000000 Penalty: 5919.069336
	Iteration 88Q: 3 clusters Score -1.979206e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -19792034.000000 Penalty: 5919.069336
	Iteration 89Q: 3 clusters Score -1.979203e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -19792024.000000 Penalty: 5919.069336
	Iteration 90Q: 3 clusters Score -1.979202e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -19791986.000000 Penalty: 5919.069336
	Iteration 91Q: 3 clusters Score -1.979199e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -19791980.000000 Penalty: 5919.069336
	Iteration 92Q: 3 clusters Score -1.979198e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -19791960.000000 Penalty: 5919.069336
	Iteration 93Q: 3 clusters Score -1.979196e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -19791960.000000 Penalty: 5919.069336
	Iteration 94Q: 3 clusters Score -1.979196e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -19791986.000000 Penalty: 5919.069336
	Iteration 95Q: 3 clusters Score -1.979199e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -19791984.000000 Penalty: 5919.069336
	Iteration 96Q: 3 clusters Score -1.979198e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -19791970.000000 Penalty: 5919.069336
	Iteration 97Q: 3 clusters Score -1.979197e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -19792010.000000 Penalty: 5919.069336
	Iteration 98Q: 3 clusters Score -1.979201e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -19792008.000000 Penalty: 5919.069336
	Iteration 99Q: 3 clusters Score -1.979201e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -19792024.000000 Penalty: 5919.069336
	Iteration 100F: 3 clusters Score -1.979202e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 101Q: 3 clusters Score -1.979198e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -19791968.000000 Penalty: 5919.069336
	Iteration 102Q: 3 clusters Score -1.979197e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -19791974.000000 Penalty: 5919.069336
	Iteration 103Q: 3 clusters Score -1.979197e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -19792008.000000 Penalty: 5919.069336
	Iteration 104Q: 3 clusters Score -1.979201e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -19791990.000000 Penalty: 5919.069336
	Iteration 105Q: 3 clusters Score -1.979199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -19791986.000000 Penalty: 5919.069336
	Iteration 106Q: 3 clusters Score -1.979199e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -19792006.000000 Penalty: 5919.069336
	Iteration 107Q: 3 clusters Score -1.979201e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -19791992.000000 Penalty: 5919.069336
	Iteration 108Q: 3 clusters Score -1.979199e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -19791994.000000 Penalty: 5919.069336
	Iteration 109Q: 3 clusters Score -1.979199e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -19791992.000000 Penalty: 5919.069336
	Iteration 110Q: 3 clusters Score -1.979199e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -19791976.000000 Penalty: 5919.069336
	Iteration 111Q: 3 clusters Score -1.979198e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -19791948.000000 Penalty: 5919.069336
	Iteration 112Q: 3 clusters Score -1.979195e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -19791968.000000 Penalty: 5919.069336
	Iteration 113Q: 3 clusters Score -1.979197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -19791964.000000 Penalty: 5919.069336
	Iteration 114Q: 3 clusters Score -1.979196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 115Q: 3 clusters Score -1.979198e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -19791992.000000 Penalty: 5919.069336
	Iteration 116Q: 3 clusters Score -1.979199e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -19792004.000000 Penalty: 5919.069336
	Iteration 117Q: 3 clusters Score -1.9792e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -19791994.000000 Penalty: 5919.069336
	Iteration 118Q: 3 clusters Score -1.979199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -19791976.000000 Penalty: 5919.069336
	Iteration 119Q: 3 clusters Score -1.979198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -19791978.000000 Penalty: 5919.069336
	Iteration 120F: 3 clusters Score -1.979198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -19792038.000000 Penalty: 5919.069336
	Iteration 121Q: 3 clusters Score -1.979204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -19792064.000000 Penalty: 5919.069336
	Iteration 122Q: 3 clusters Score -1.979206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -19792026.000000 Penalty: 5919.069336
	Iteration 123Q: 3 clusters Score -1.979203e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -19792034.000000 Penalty: 5919.069336
	Iteration 124Q: 3 clusters Score -1.979203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -19792028.000000 Penalty: 5919.069336
	Iteration 125Q: 3 clusters Score -1.979203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -19792034.000000 Penalty: 5919.069336
	Iteration 126Q: 3 clusters Score -1.979203e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -19792030.000000 Penalty: 5919.069336
	Iteration 127Q: 3 clusters Score -1.979203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -19792040.000000 Penalty: 5919.069336
	Iteration 128Q: 3 clusters Score -1.979204e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -19792060.000000 Penalty: 5919.069336
	Iteration 129Q: 3 clusters Score -1.979206e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -19792076.000000 Penalty: 5919.069336
	Iteration 130Q: 3 clusters Score -1.979208e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -19792074.000000 Penalty: 5919.069336
	Iteration 131Q: 3 clusters Score -1.979207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -19792056.000000 Penalty: 5919.069336
	Iteration 132Q: 3 clusters Score -1.979206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -19792012.000000 Penalty: 5919.069336
	Iteration 133Q: 3 clusters Score -1.979201e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -19792016.000000 Penalty: 5919.069336
	Iteration 134Q: 3 clusters Score -1.979202e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -19792016.000000 Penalty: 5919.069336
	Iteration 135Q: 3 clusters Score -1.979202e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -19792004.000000 Penalty: 5919.069336
	Iteration 136Q: 3 clusters Score -1.9792e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -19791994.000000 Penalty: 5919.069336
	Iteration 137Q: 3 clusters Score -1.979199e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -19792044.000000 Penalty: 5919.069336
	Iteration 138Q: 3 clusters Score -1.979204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -19792060.000000 Penalty: 5919.069336
	Iteration 139Q: 3 clusters Score -1.979206e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -19792048.000000 Penalty: 5919.069336
	Iteration 140F: 3 clusters Score -1.979205e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -19792050.000000 Penalty: 5919.069336
	Iteration 141Q: 3 clusters Score -1.979205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -19792082.000000 Penalty: 5919.069336
	Iteration 142Q: 3 clusters Score -1.979208e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -19792102.000000 Penalty: 5919.069336
	Iteration 143Q: 3 clusters Score -1.97921e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -19792106.000000 Penalty: 5919.069336
	Iteration 144Q: 3 clusters Score -1.979211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -19792072.000000 Penalty: 5919.069336
	Iteration 145Q: 3 clusters Score -1.979207e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -19792086.000000 Penalty: 5919.069336
	Iteration 146Q: 3 clusters Score -1.979209e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -19792070.000000 Penalty: 5919.069336
	Iteration 147Q: 3 clusters Score -1.979207e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -19792072.000000 Penalty: 5919.069336
	Iteration 148Q: 3 clusters Score -1.979207e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -19792088.000000 Penalty: 5919.069336
	Iteration 149Q: 3 clusters Score -1.979209e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -19792142.000000 Penalty: 5919.069336
	Iteration 150Q: 3 clusters Score -1.979214e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -19792166.000000 Penalty: 5919.069336
	Iteration 151Q: 3 clusters Score -1.979217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -19792184.000000 Penalty: 5919.069336
	Iteration 152Q: 3 clusters Score -1.979218e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -19792186.000000 Penalty: 5919.069336
	Iteration 153Q: 3 clusters Score -1.979219e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -19792222.000000 Penalty: 5919.069336
	Iteration 154Q: 3 clusters Score -1.979222e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -19792212.000000 Penalty: 5919.069336
	Iteration 155Q: 3 clusters Score -1.979221e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -19792238.000000 Penalty: 5919.069336
	Iteration 156Q: 3 clusters Score -1.979224e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -19792268.000000 Penalty: 5919.069336
	Iteration 157Q: 3 clusters Score -1.979227e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -19792256.000000 Penalty: 5919.069336
	Iteration 158Q: 3 clusters Score -1.979226e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -19792278.000000 Penalty: 5919.069336
	Iteration 159Q: 3 clusters Score -1.979228e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -19792252.000000 Penalty: 5919.069336
	Iteration 160F: 3 clusters Score -1.979225e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -19792250.000000 Penalty: 5919.069336
	Iteration 161Q: 3 clusters Score -1.979225e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -19792246.000000 Penalty: 5919.069336
	Iteration 162Q: 3 clusters Score -1.979225e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -19792190.000000 Penalty: 5919.069336
	Iteration 163Q: 3 clusters Score -1.979219e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -19792180.000000 Penalty: 5919.069336
	Iteration 164Q: 3 clusters Score -1.979218e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -19792160.000000 Penalty: 5919.069336
	Iteration 165Q: 3 clusters Score -1.979216e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -19792186.000000 Penalty: 5919.069336
	Iteration 166Q: 3 clusters Score -1.979219e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -19792192.000000 Penalty: 5919.069336
	Iteration 167Q: 3 clusters Score -1.979219e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -19792184.000000 Penalty: 5919.069336
	Iteration 168Q: 3 clusters Score -1.979218e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -19792204.000000 Penalty: 5919.069336
	Iteration 169Q: 3 clusters Score -1.97922e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -19792206.000000 Penalty: 5919.069336
	Iteration 170Q: 3 clusters Score -1.979221e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -19792208.000000 Penalty: 5919.069336
	Iteration 171Q: 3 clusters Score -1.979221e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -19792240.000000 Penalty: 5919.069336
	Iteration 172Q: 3 clusters Score -1.979224e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -19792284.000000 Penalty: 5919.069336
	Iteration 173Q: 3 clusters Score -1.979228e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -19792292.000000 Penalty: 5919.069336
	Iteration 174Q: 3 clusters Score -1.979229e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -19792280.000000 Penalty: 5919.069336
	Iteration 175Q: 3 clusters Score -1.979228e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -19792298.000000 Penalty: 5919.069336
	Iteration 176Q: 3 clusters Score -1.97923e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -19792264.000000 Penalty: 5919.069336
	Iteration 177Q: 3 clusters Score -1.979226e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -19792250.000000 Penalty: 5919.069336
	Iteration 178Q: 3 clusters Score -1.979225e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -19792232.000000 Penalty: 5919.069336
	Iteration 179Q: 3 clusters Score -1.979223e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -19792274.000000 Penalty: 5919.069336
	Iteration 180F: 3 clusters Score -1.979227e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -19792260.000000 Penalty: 5919.069336
	Iteration 181Q: 3 clusters Score -1.979226e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -19792230.000000 Penalty: 5919.069336
	Iteration 182Q: 3 clusters Score -1.979223e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -19792208.000000 Penalty: 5919.069336
	Iteration 183Q: 3 clusters Score -1.979221e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -19792236.000000 Penalty: 5919.069336
	Iteration 184Q: 3 clusters Score -1.979224e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -19792248.000000 Penalty: 5919.069336
	Iteration 185Q: 3 clusters Score -1.979225e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -19792220.000000 Penalty: 5919.069336
	Iteration 186Q: 3 clusters Score -1.979222e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -19792250.000000 Penalty: 5919.069336
	Iteration 187Q: 3 clusters Score -1.979225e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -19792242.000000 Penalty: 5919.069336
	Iteration 188Q: 3 clusters Score -1.979224e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -19792240.000000 Penalty: 5919.069336
	Iteration 189Q: 3 clusters Score -1.979224e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -19792266.000000 Penalty: 5919.069336
	Iteration 190Q: 3 clusters Score -1.979227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -19792292.000000 Penalty: 5919.069336
	Iteration 191Q: 3 clusters Score -1.979229e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -19792274.000000 Penalty: 5919.069336
	Iteration 192Q: 3 clusters Score -1.979227e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -19792280.000000 Penalty: 5919.069336
	Iteration 193Q: 3 clusters Score -1.979228e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -19792266.000000 Penalty: 5919.069336
	Iteration 194Q: 3 clusters Score -1.979227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -19792262.000000 Penalty: 5919.069336
	Iteration 195Q: 3 clusters Score -1.979226e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -19792250.000000 Penalty: 5919.069336
	Iteration 196Q: 3 clusters Score -1.979225e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -19792250.000000 Penalty: 5919.069336
	Iteration 197Q: 3 clusters Score -1.979225e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -19792206.000000 Penalty: 5919.069336
	Iteration 198Q: 3 clusters Score -1.979221e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -19792216.000000 Penalty: 5919.069336
	Iteration 199Q: 3 clusters Score -1.979222e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -19792208.000000 Penalty: 5919.069336
	Iteration 200F: 3 clusters Score -1.979221e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -19792226.000000 Penalty: 5919.069336
	Iteration 201Q: 3 clusters Score -1.979223e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -19792152.000000 Penalty: 5919.069336
	Iteration 202Q: 3 clusters Score -1.979215e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -19792172.000000 Penalty: 5919.069336
	Iteration 203Q: 3 clusters Score -1.979217e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -19792224.000000 Penalty: 5919.069336
	Iteration 204Q: 3 clusters Score -1.979222e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -19792288.000000 Penalty: 5919.069336
	Iteration 205Q: 3 clusters Score -1.979229e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -19792316.000000 Penalty: 5919.069336
	Iteration 206Q: 3 clusters Score -1.979232e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -19792322.000000 Penalty: 5919.069336
	Iteration 207Q: 3 clusters Score -1.979232e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -19792356.000000 Penalty: 5919.069336
	Iteration 208Q: 3 clusters Score -1.979236e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -19792368.000000 Penalty: 5919.069336
	Iteration 209Q: 3 clusters Score -1.979237e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -19792364.000000 Penalty: 5919.069336
	Iteration 210Q: 3 clusters Score -1.979236e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -19792340.000000 Penalty: 5919.069336
	Iteration 211Q: 3 clusters Score -1.979234e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -19792382.000000 Penalty: 5919.069336
	Iteration 212Q: 3 clusters Score -1.979238e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -19792358.000000 Penalty: 5919.069336
	Iteration 213Q: 3 clusters Score -1.979236e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -19792346.000000 Penalty: 5919.069336
	Iteration 214Q: 3 clusters Score -1.979235e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -19792350.000000 Penalty: 5919.069336
	Iteration 215Q: 3 clusters Score -1.979235e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -19792396.000000 Penalty: 5919.069336
	Iteration 216Q: 3 clusters Score -1.97924e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -19792386.000000 Penalty: 5919.069336
	Iteration 217Q: 3 clusters Score -1.979239e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -19792356.000000 Penalty: 5919.069336
	Iteration 218Q: 3 clusters Score -1.979236e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -19792378.000000 Penalty: 5919.069336
	Iteration 219Q: 3 clusters Score -1.979238e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -19792370.000000 Penalty: 5919.069336
	Iteration 220F: 3 clusters Score -1.979237e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -19792404.000000 Penalty: 5919.069336
	Iteration 221Q: 3 clusters Score -1.97924e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -19792414.000000 Penalty: 5919.069336
	Iteration 222Q: 3 clusters Score -1.979241e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -19792388.000000 Penalty: 5919.069336
	Iteration 223Q: 3 clusters Score -1.979239e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -19792384.000000 Penalty: 5919.069336
	Iteration 224Q: 3 clusters Score -1.979238e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -19792354.000000 Penalty: 5919.069336
	Iteration 225Q: 3 clusters Score -1.979235e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -19792332.000000 Penalty: 5919.069336
	Iteration 226Q: 3 clusters Score -1.979233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -19792378.000000 Penalty: 5919.069336
	Iteration 227Q: 3 clusters Score -1.979238e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -19792338.000000 Penalty: 5919.069336
	Iteration 228Q: 3 clusters Score -1.979234e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -19792342.000000 Penalty: 5919.069336
	Iteration 229Q: 3 clusters Score -1.979234e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -19792350.000000 Penalty: 5919.069336
	Iteration 230Q: 3 clusters Score -1.979235e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -19792330.000000 Penalty: 5919.069336
	Iteration 231Q: 3 clusters Score -1.979233e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -19792320.000000 Penalty: 5919.069336
	Iteration 232Q: 3 clusters Score -1.979232e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -19792288.000000 Penalty: 5919.069336
	Iteration 233Q: 3 clusters Score -1.979229e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -19792248.000000 Penalty: 5919.069336
	Iteration 234Q: 3 clusters Score -1.979225e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -19792300.000000 Penalty: 5919.069336
	Iteration 235Q: 3 clusters Score -1.97923e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -19792342.000000 Penalty: 5919.069336
	Iteration 236Q: 3 clusters Score -1.979234e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -19792378.000000 Penalty: 5919.069336
	Iteration 237Q: 3 clusters Score -1.979238e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -19792382.000000 Penalty: 5919.069336
	Iteration 238Q: 3 clusters Score -1.979238e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -19792400.000000 Penalty: 5919.069336
	Iteration 239Q: 3 clusters Score -1.97924e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -19792398.000000 Penalty: 5919.069336
	Iteration 240F: 3 clusters Score -1.97924e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -19792418.000000 Penalty: 5919.069336
	Iteration 241Q: 3 clusters Score -1.979242e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -19792424.000000 Penalty: 5919.069336
	Iteration 242Q: 3 clusters Score -1.979242e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -19792430.000000 Penalty: 5919.069336
	Iteration 243Q: 3 clusters Score -1.979243e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -19792474.000000 Penalty: 5919.069336
	Iteration 244Q: 3 clusters Score -1.979247e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -19792498.000000 Penalty: 5919.069336
	Iteration 245Q: 3 clusters Score -1.97925e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -19792544.000000 Penalty: 5919.069336
	Iteration 246Q: 3 clusters Score -1.979254e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -19792516.000000 Penalty: 5919.069336
	Iteration 247Q: 3 clusters Score -1.979252e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -19792518.000000 Penalty: 5919.069336
	Iteration 248Q: 3 clusters Score -1.979252e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -19792522.000000 Penalty: 5919.069336
	Iteration 249Q: 3 clusters Score -1.979252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -19792510.000000 Penalty: 5919.069336
	Iteration 250Q: 3 clusters Score -1.979251e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -19792528.000000 Penalty: 5919.069336
	Iteration 251Q: 3 clusters Score -1.979253e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -19792498.000000 Penalty: 5919.069336
	Iteration 252Q: 3 clusters Score -1.97925e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -19792510.000000 Penalty: 5919.069336
	Iteration 253Q: 3 clusters Score -1.979251e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -19792470.000000 Penalty: 5919.069336
	Iteration 254Q: 3 clusters Score -1.979247e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -19792514.000000 Penalty: 5919.069336
	Iteration 255Q: 3 clusters Score -1.979251e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -19792506.000000 Penalty: 5919.069336
	Iteration 256Q: 3 clusters Score -1.979251e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -19792452.000000 Penalty: 5919.069336
	Iteration 257Q: 3 clusters Score -1.979245e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -19792492.000000 Penalty: 5919.069336
	Iteration 258Q: 3 clusters Score -1.979249e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -19792474.000000 Penalty: 5919.069336
	Iteration 259Q: 3 clusters Score -1.979247e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -19792434.000000 Penalty: 5919.069336
	Iteration 260F: 3 clusters Score -1.979243e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -19792442.000000 Penalty: 5919.069336
	Iteration 261Q: 3 clusters Score -1.979244e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -19792422.000000 Penalty: 5919.069336
	Iteration 262Q: 3 clusters Score -1.979242e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -19792442.000000 Penalty: 5919.069336
	Iteration 263Q: 3 clusters Score -1.979244e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -19792424.000000 Penalty: 5919.069336
	Iteration 264Q: 3 clusters Score -1.979242e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -19792400.000000 Penalty: 5919.069336
	Iteration 265Q: 3 clusters Score -1.97924e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -19792514.000000 Penalty: 5919.069336
	Iteration 266Q: 3 clusters Score -1.979251e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -19792544.000000 Penalty: 5919.069336
	Iteration 267Q: 3 clusters Score -1.979254e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -19792566.000000 Penalty: 5919.069336
	Iteration 268Q: 3 clusters Score -1.979257e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -19792554.000000 Penalty: 5919.069336
	Iteration 269Q: 3 clusters Score -1.979255e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -19792566.000000 Penalty: 5919.069336
	Iteration 270Q: 3 clusters Score -1.979257e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -19792602.000000 Penalty: 5919.069336
	Iteration 271Q: 3 clusters Score -1.97926e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -19792650.000000 Penalty: 5919.069336
	Iteration 272Q: 3 clusters Score -1.979265e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -19792660.000000 Penalty: 5919.069336
	Iteration 273Q: 3 clusters Score -1.979266e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -19792674.000000 Penalty: 5919.069336
	Iteration 274Q: 3 clusters Score -1.979267e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -19792696.000000 Penalty: 5919.069336
	Iteration 275Q: 3 clusters Score -1.97927e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -19792742.000000 Penalty: 5919.069336
	Iteration 276Q: 3 clusters Score -1.979274e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -19792750.000000 Penalty: 5919.069336
	Iteration 277Q: 3 clusters Score -1.979275e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -19792762.000000 Penalty: 5919.069336
	Iteration 278Q: 3 clusters Score -1.979276e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -19792762.000000 Penalty: 5919.069336
	Iteration 279Q: 3 clusters Score -1.979276e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -19792774.000000 Penalty: 5919.069336
	Iteration 280F: 3 clusters Score -1.979277e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -19792822.000000 Penalty: 5919.069336
	Iteration 281Q: 3 clusters Score -1.979282e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -19792832.000000 Penalty: 5919.069336
	Iteration 282Q: 3 clusters Score -1.979283e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -19792848.000000 Penalty: 5919.069336
	Iteration 283Q: 3 clusters Score -1.979285e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -19792874.000000 Penalty: 5919.069336
	Iteration 284Q: 3 clusters Score -1.979287e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -19792880.000000 Penalty: 5919.069336
	Iteration 285Q: 3 clusters Score -1.979288e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -19792900.000000 Penalty: 5919.069336
	Iteration 286Q: 3 clusters Score -1.97929e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -19792942.000000 Penalty: 5919.069336
	Iteration 287Q: 3 clusters Score -1.979294e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 103167 members 
Entering Unmasked Estep 
Score: -19792926.000000 Penalty: 5919.069336
	Iteration 288Q: 3 clusters Score -1.979293e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -19793072.000000 Penalty: 5919.069336
	Iteration 289Q: 3 clusters Score -1.979307e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -19793098.000000 Penalty: 5919.069336
	Iteration 290Q: 3 clusters Score -1.97931e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -19793116.000000 Penalty: 5919.069336
	Iteration 291Q: 3 clusters Score -1.979312e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -19793170.000000 Penalty: 5919.069336
	Iteration 292Q: 3 clusters Score -1.979317e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -19793258.000000 Penalty: 5919.069336
	Iteration 293Q: 3 clusters Score -1.979326e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -19793376.000000 Penalty: 5919.069336
	Iteration 294Q: 3 clusters Score -1.979338e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -19793430.000000 Penalty: 5919.069336
	Iteration 295Q: 3 clusters Score -1.979343e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -19793442.000000 Penalty: 5919.069336
	Iteration 296Q: 3 clusters Score -1.979344e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -19793520.000000 Penalty: 5919.069336
	Iteration 297Q: 3 clusters Score -1.979352e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -19793640.000000 Penalty: 5919.069336
	Iteration 298Q: 3 clusters Score -1.979364e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -19793728.000000 Penalty: 5919.069336
	Iteration 299Q: 3 clusters Score -1.979373e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -19793786.000000 Penalty: 5919.069336
	Iteration 300F: 3 clusters Score -1.979379e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 111484 members 
Entering Unmasked Estep 
Score: -19793826.000000 Penalty: 5919.069336
	Iteration 301Q: 3 clusters Score -1.979383e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -19793952.000000 Penalty: 5919.069336
	Iteration 302Q: 3 clusters Score -1.979395e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -19794052.000000 Penalty: 5919.069336
	Iteration 303Q: 3 clusters Score -1.979405e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -19794140.000000 Penalty: 5919.069336
	Iteration 304Q: 3 clusters Score -1.979414e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -19794274.000000 Penalty: 5919.069336
	Iteration 305Q: 3 clusters Score -1.979427e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 116193 members 
Entering Unmasked Estep 
Score: -19794420.000000 Penalty: 5919.069336
	Iteration 306Q: 3 clusters Score -1.979442e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -19794588.000000 Penalty: 5919.069336
	Iteration 307Q: 3 clusters Score -1.979459e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -19794794.000000 Penalty: 5919.069336
	Iteration 308Q: 3 clusters Score -1.979479e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -19795136.000000 Penalty: 5919.069336
	Iteration 309Q: 3 clusters Score -1.979514e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -19795452.000000 Penalty: 5919.069336
	Iteration 310Q: 3 clusters Score -1.979545e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -19795830.000000 Penalty: 5919.069336
	Iteration 311Q: 3 clusters Score -1.979583e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -19796222.000000 Penalty: 5919.069336
	Iteration 312Q: 3 clusters Score -1.979622e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -19796642.000000 Penalty: 5919.069336
	Iteration 313Q: 3 clusters Score -1.979664e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -19797008.000000 Penalty: 5919.069336
	Iteration 314Q: 3 clusters Score -1.979701e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 129158 members 
Entering Unmasked Estep 
Score: -19797432.000000 Penalty: 5919.069336
	Iteration 315Q: 3 clusters Score -1.979743e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -19797982.000000 Penalty: 5919.069336
	Iteration 316Q: 3 clusters Score -1.979798e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 132879 members 
Entering Unmasked Estep 
Score: -19798618.000000 Penalty: 5919.069336
	Iteration 317Q: 3 clusters Score -1.979862e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -19799420.000000 Penalty: 5919.069336
	Iteration 318Q: 3 clusters Score -1.979942e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -19800196.000000 Penalty: 5919.069336
	Iteration 319Q: 3 clusters Score -1.98002e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -19800822.000000 Penalty: 5919.069336
	Iteration 320F: 3 clusters Score -1.980082e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -19801450.000000 Penalty: 5919.069336
	Iteration 321Q: 3 clusters Score -1.980145e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 141774 members 
Entering Unmasked Estep 
Score: -19802136.000000 Penalty: 5919.069336
	Iteration 322Q: 3 clusters Score -1.980214e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -19802680.000000 Penalty: 5919.069336
	Iteration 323Q: 3 clusters Score -1.980268e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -19802986.000000 Penalty: 5919.069336
	Iteration 324Q: 3 clusters Score -1.980299e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -19803270.000000 Penalty: 5919.069336
	Iteration 325Q: 3 clusters Score -1.980327e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -19803478.000000 Penalty: 5919.069336
	Iteration 326Q: 3 clusters Score -1.980348e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -19803656.000000 Penalty: 5919.069336
	Iteration 327Q: 3 clusters Score -1.980366e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -19803794.000000 Penalty: 5919.069336
	Iteration 328Q: 3 clusters Score -1.980379e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -19803852.000000 Penalty: 5919.069336
	Iteration 329Q: 3 clusters Score -1.980385e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 147826 members 
Entering Unmasked Estep 
Score: -19803946.000000 Penalty: 5919.069336
	Iteration 330Q: 3 clusters Score -1.980395e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -19804078.000000 Penalty: 5919.069336
	Iteration 331Q: 3 clusters Score -1.980408e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -19804110.000000 Penalty: 5919.069336
	Iteration 332Q: 3 clusters Score -1.980411e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -19804156.000000 Penalty: 5919.069336
	Iteration 333Q: 3 clusters Score -1.980416e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -19804174.000000 Penalty: 5919.069336
	Iteration 334Q: 3 clusters Score -1.980417e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -19804226.000000 Penalty: 5919.069336
	Iteration 335Q: 3 clusters Score -1.980423e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -19804230.000000 Penalty: 5919.069336
	Iteration 336Q: 3 clusters Score -1.980423e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -19804232.000000 Penalty: 5919.069336
	Iteration 337Q: 3 clusters Score -1.980423e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 149126 members 
Entering Unmasked Estep 
Score: -19804220.000000 Penalty: 5919.069336
	Iteration 338Q: 3 clusters Score -1.980422e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -19804258.000000 Penalty: 5919.069336
	Iteration 339Q: 3 clusters Score -1.980426e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -19804316.000000 Penalty: 5919.069336
	Iteration 340F: 3 clusters Score -1.980432e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -19804334.000000 Penalty: 5919.069336
	Iteration 341Q: 3 clusters Score -1.980433e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -19804358.000000 Penalty: 5919.069336
	Iteration 342Q: 3 clusters Score -1.980436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -19804400.000000 Penalty: 5919.069336
	Iteration 343Q: 3 clusters Score -1.98044e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -19804414.000000 Penalty: 5919.069336
	Iteration 344Q: 3 clusters Score -1.980441e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -19804430.000000 Penalty: 5919.069336
	Iteration 345Q: 3 clusters Score -1.980443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -19804468.000000 Penalty: 5919.069336
	Iteration 346Q: 3 clusters Score -1.980447e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19804490.000000 Penalty: 5919.069336
	Iteration 347Q: 3 clusters Score -1.980449e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 149725 members 
Entering Unmasked Estep 
Score: -19804490.000000 Penalty: 5919.069336
	Iteration 348Q: 3 clusters Score -1.980449e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -19804520.000000 Penalty: 5919.069336
	Iteration 349Q: 3 clusters Score -1.980452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -19804528.000000 Penalty: 5919.069336
	Iteration 350Q: 3 clusters Score -1.980453e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -19804568.000000 Penalty: 5919.069336
	Iteration 351Q: 3 clusters Score -1.980457e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -19804596.000000 Penalty: 5919.069336
	Iteration 352Q: 3 clusters Score -1.98046e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -19804676.000000 Penalty: 5919.069336
	Iteration 353Q: 3 clusters Score -1.980468e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -19804736.000000 Penalty: 5919.069336
	Iteration 354Q: 3 clusters Score -1.980474e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -19804760.000000 Penalty: 5919.069336
	Iteration 355Q: 3 clusters Score -1.980476e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -19804812.000000 Penalty: 5919.069336
	Iteration 356Q: 3 clusters Score -1.980481e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 150142 members 
Entering Unmasked Estep 
Score: -19804902.000000 Penalty: 5919.069336
	Iteration 357Q: 3 clusters Score -1.98049e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -19805014.000000 Penalty: 5919.069336
	Iteration 358Q: 3 clusters Score -1.980501e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -19805086.000000 Penalty: 5919.069336
	Iteration 359Q: 3 clusters Score -1.980509e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 150161 members 
Entering Unmasked Estep 
Score: -19805168.000000 Penalty: 5919.069336
	Iteration 360F: 3 clusters Score -1.980517e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 150115 members 
Entering Unmasked Estep 
Score: -19805230.000000 Penalty: 5919.069336
	Iteration 361Q: 3 clusters Score -1.980523e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -19805286.000000 Penalty: 5919.069336
	Iteration 362Q: 3 clusters Score -1.980529e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -19805274.000000 Penalty: 5919.069336
	Iteration 363Q: 3 clusters Score -1.980527e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 149999 members 
Entering Unmasked Estep 
Score: -19805316.000000 Penalty: 5919.069336
	Iteration 364Q: 3 clusters Score -1.980532e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 149971 members 
Entering Unmasked Estep 
Score: -19805324.000000 Penalty: 5919.069336
	Iteration 365Q: 3 clusters Score -1.980532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -19805344.000000 Penalty: 5919.069336
	Iteration 366Q: 3 clusters Score -1.980534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 149933 members 
Entering Unmasked Estep 
Score: -19805362.000000 Penalty: 5919.069336
	Iteration 367Q: 3 clusters Score -1.980536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 149912 members 
Entering Unmasked Estep 
Score: -19805386.000000 Penalty: 5919.069336
	Iteration 368Q: 3 clusters Score -1.980539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -19805396.000000 Penalty: 5919.069336
	Iteration 369Q: 3 clusters Score -1.98054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 149867 members 
Entering Unmasked Estep 
Score: -19805396.000000 Penalty: 5919.069336
	Iteration 370Q: 3 clusters Score -1.98054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
Score: -19805408.000000 Penalty: 5919.069336
	Iteration 371Q: 3 clusters Score -1.980541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 149826 members 
Entering Unmasked Estep 
Score: -19805402.000000 Penalty: 5919.069336
	Iteration 372Q: 3 clusters Score -1.98054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 149808 members 
Entering Unmasked Estep 
Score: -19805418.000000 Penalty: 5919.069336
	Iteration 373Q: 3 clusters Score -1.980542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -19805414.000000 Penalty: 5919.069336
	Iteration 374Q: 3 clusters Score -1.980541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -19805412.000000 Penalty: 5919.069336
	Iteration 375Q: 3 clusters Score -1.980541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 149738 members 
Entering Unmasked Estep 
Score: -19805406.000000 Penalty: 5919.069336
	Iteration 376Q: 3 clusters Score -1.980541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -19805390.000000 Penalty: 5919.069336
	Iteration 377Q: 3 clusters Score -1.980539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19805396.000000 Penalty: 5919.069336
	Iteration 378Q: 3 clusters Score -1.98054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -19805388.000000 Penalty: 5919.069336
	Iteration 379Q: 3 clusters Score -1.980539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -19805414.000000 Penalty: 5919.069336
	Iteration 380F: 3 clusters Score -1.980541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -19805440.000000 Penalty: 5919.069336
	Iteration 381Q: 3 clusters Score -1.980544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -19805446.000000 Penalty: 5919.069336
	Iteration 382Q: 3 clusters Score -1.980545e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 149510 members 
Entering Unmasked Estep 
Score: -19805440.000000 Penalty: 5919.069336
	Iteration 383Q: 3 clusters Score -1.980544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -19805456.000000 Penalty: 5919.069336
	Iteration 384Q: 3 clusters Score -1.980546e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 149420 members 
Entering Unmasked Estep 
Score: -19805440.000000 Penalty: 5919.069336
	Iteration 385Q: 3 clusters Score -1.980544e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -19805444.000000 Penalty: 5919.069336
	Iteration 386Q: 3 clusters Score -1.980544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -19805466.000000 Penalty: 5919.069336
	Iteration 387Q: 3 clusters Score -1.980547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -19805476.000000 Penalty: 5919.069336
	Iteration 388Q: 3 clusters Score -1.980548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -19805464.000000 Penalty: 5919.069336
	Iteration 389Q: 3 clusters Score -1.980546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -19805470.000000 Penalty: 5919.069336
	Iteration 390Q: 3 clusters Score -1.980547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 149264 members 
Entering Unmasked Estep 
Score: -19805474.000000 Penalty: 5919.069336
	Iteration 391Q: 3 clusters Score -1.980547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -19805468.000000 Penalty: 5919.069336
	Iteration 392Q: 3 clusters Score -1.980547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -19805474.000000 Penalty: 5919.069336
	Iteration 393Q: 3 clusters Score -1.980547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -19805468.000000 Penalty: 5919.069336
	Iteration 394Q: 3 clusters Score -1.980547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -19805486.000000 Penalty: 5919.069336
	Iteration 395Q: 3 clusters Score -1.980549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -19805510.000000 Penalty: 5919.069336
	Iteration 396Q: 3 clusters Score -1.980551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -19805512.000000 Penalty: 5919.069336
	Iteration 397Q: 3 clusters Score -1.980551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -19805528.000000 Penalty: 5919.069336
	Iteration 398Q: 3 clusters Score -1.980553e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -19805520.000000 Penalty: 5919.069336
	Iteration 399Q: 3 clusters Score -1.980552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -19805518.000000 Penalty: 5919.069336
	Iteration 400F: 3 clusters Score -1.980552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 149042 members 
Entering Unmasked Estep 
Score: -19805510.000000 Penalty: 5919.069336
	Iteration 401Q: 3 clusters Score -1.980551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -19805502.000000 Penalty: 5919.069336
	Iteration 402Q: 3 clusters Score -1.98055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 149007 members 
Entering Unmasked Estep 
Score: -19805522.000000 Penalty: 5919.069336
	Iteration 403Q: 3 clusters Score -1.980552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -19805506.000000 Penalty: 5919.069336
	Iteration 404Q: 3 clusters Score -1.980551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -19805524.000000 Penalty: 5919.069336
	Iteration 405Q: 3 clusters Score -1.980552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -19805496.000000 Penalty: 5919.069336
	Iteration 406Q: 3 clusters Score -1.98055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -19805520.000000 Penalty: 5919.069336
	Iteration 407Q: 3 clusters Score -1.980552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 148885 members 
Entering Unmasked Estep 
Score: -19805526.000000 Penalty: 5919.069336
	Iteration 408Q: 3 clusters Score -1.980553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 148861 members 
Entering Unmasked Estep 
Score: -19805528.000000 Penalty: 5919.069336
	Iteration 409Q: 3 clusters Score -1.980553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -19805552.000000 Penalty: 5919.069336
	Iteration 410Q: 3 clusters Score -1.980555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -19805552.000000 Penalty: 5919.069336
	Iteration 411Q: 3 clusters Score -1.980555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 148789 members 
Entering Unmasked Estep 
Score: -19805558.000000 Penalty: 5919.069336
	Iteration 412Q: 3 clusters Score -1.980556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -19805552.000000 Penalty: 5919.069336
	Iteration 413Q: 3 clusters Score -1.980555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
Score: -19805538.000000 Penalty: 5919.069336
	Iteration 414Q: 3 clusters Score -1.980554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 148735 members 
Entering Unmasked Estep 
Score: -19805550.000000 Penalty: 5919.069336
	Iteration 415Q: 3 clusters Score -1.980555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -19805534.000000 Penalty: 5919.069336
	Iteration 416Q: 3 clusters Score -1.980553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 148705 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 417Q: 3 clusters Score -1.980555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -19805548.000000 Penalty: 5919.069336
	Iteration 418Q: 3 clusters Score -1.980555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -19805550.000000 Penalty: 5919.069336
	Iteration 419Q: 3 clusters Score -1.980555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 420F: 3 clusters Score -1.980555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -19805544.000000 Penalty: 5919.069336
	Iteration 421Q: 3 clusters Score -1.980554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -19805562.000000 Penalty: 5919.069336
	Iteration 422Q: 3 clusters Score -1.980556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 148624 members 
Entering Unmasked Estep 
Score: -19805558.000000 Penalty: 5919.069336
	Iteration 423Q: 3 clusters Score -1.980556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 424Q: 3 clusters Score -1.980555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 148597 members 
Entering Unmasked Estep 
Score: -19805562.000000 Penalty: 5919.069336
	Iteration 425Q: 3 clusters Score -1.980556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 148587 members 
Entering Unmasked Estep 
Score: -19805562.000000 Penalty: 5919.069336
	Iteration 426Q: 3 clusters Score -1.980556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 148577 members 
Entering Unmasked Estep 
Score: -19805570.000000 Penalty: 5919.069336
	Iteration 427Q: 3 clusters Score -1.980557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -19805556.000000 Penalty: 5919.069336
	Iteration 428Q: 3 clusters Score -1.980556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 148566 members 
Entering Unmasked Estep 
Score: -19805554.000000 Penalty: 5919.069336
	Iteration 429Q: 3 clusters Score -1.980555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 148555 members 
Entering Unmasked Estep 
Score: -19805564.000000 Penalty: 5919.069336
	Iteration 430Q: 3 clusters Score -1.980556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -19805572.000000 Penalty: 5919.069336
	Iteration 431Q: 3 clusters Score -1.980557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -19805564.000000 Penalty: 5919.069336
	Iteration 432Q: 3 clusters Score -1.980556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 148532 members 
Entering Unmasked Estep 
Score: -19805566.000000 Penalty: 5919.069336
	Iteration 433Q: 3 clusters Score -1.980557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -19805564.000000 Penalty: 5919.069336
	Iteration 434Q: 3 clusters Score -1.980556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -19805564.000000 Penalty: 5919.069336
	Iteration 435Q: 3 clusters Score -1.980556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 148521 members 
Entering Unmasked Estep 
Score: -19805554.000000 Penalty: 5919.069336
	Iteration 436Q: 3 clusters Score -1.980555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 148516 members 
Entering Unmasked Estep 
Score: -19805554.000000 Penalty: 5919.069336
	Iteration 437Q: 3 clusters Score -1.980555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -19805556.000000 Penalty: 5919.069336
	Iteration 438Q: 3 clusters Score -1.980556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 148507 members 
Entering Unmasked Estep 
Score: -19805552.000000 Penalty: 5919.069336
	Iteration 439Q: 3 clusters Score -1.980555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 148499 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 440F: 3 clusters Score -1.980555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -19805544.000000 Penalty: 5919.069336
	Iteration 441Q: 3 clusters Score -1.980554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -19805560.000000 Penalty: 5919.069336
	Iteration 442Q: 3 clusters Score -1.980556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 443Q: 3 clusters Score -1.980555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 148491 members 
Entering Unmasked Estep 
Score: -19805548.000000 Penalty: 5919.069336
	Iteration 444Q: 3 clusters Score -1.980555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 445Q: 3 clusters Score -1.980555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -19805546.000000 Penalty: 5919.069336
	Iteration 446F: 3 clusters Score -1.980555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (271085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271085 members 
Entering Unmasked Estep 
Score: -35213836.000000 Penalty: 3102.526611
	Iteration 0F: 2 clusters Score -3.521384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135698 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -35043116.000000 Penalty: 6205.053223
	Iteration 0F: 3 clusters Score -3.504312e+07 nChanged 131181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -35120396.000000 Penalty: 6205.053223
	Iteration 1F: 3 clusters Score -3.51204e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -35121304.000000 Penalty: 6205.053223
	Iteration 2Q: 3 clusters Score -3.51213e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 127864 members 
Entering Unmasked Estep 
Score: -35122748.000000 Penalty: 6205.053223
	Iteration 3Q: 3 clusters Score -3.512275e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -35124504.000000 Penalty: 6205.053223
	Iteration 4Q: 3 clusters Score -3.51245e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -35127652.000000 Penalty: 6205.053223
	Iteration 5Q: 3 clusters Score -3.512765e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164423 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -35133084.000000 Penalty: 6205.053223
	Iteration 6Q: 3 clusters Score -3.513308e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -35142380.000000 Penalty: 6205.053223
	Iteration 7F: 3 clusters Score -3.514238e+07 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196806 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -35155476.000000 Penalty: 6205.053223
	Iteration 8F: 3 clusters Score -3.515548e+07 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216107 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -35170144.000000 Penalty: 6205.053223
	Iteration 9F: 3 clusters Score -3.517014e+07 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232972 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -35182324.000000 Penalty: 6205.053223
	Iteration 10F: 3 clusters Score -3.518232e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245371 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -35191512.000000 Penalty: 6205.053223
	Iteration 11Q: 3 clusters Score -3.519151e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253948 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -35198084.000000 Penalty: 6205.053223
	Iteration 12Q: 3 clusters Score -3.519808e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259687 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -35202608.000000 Penalty: 6205.053223
	Iteration 13Q: 3 clusters Score -3.520261e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263429 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -35205460.000000 Penalty: 6205.053223
	Iteration 14Q: 3 clusters Score -3.520546e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265826 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -35207360.000000 Penalty: 6205.053223
	Iteration 15Q: 3 clusters Score -3.520736e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267381 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -35208624.000000 Penalty: 6205.053223
	Iteration 16Q: 3 clusters Score -3.520862e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268387 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -35209376.000000 Penalty: 6205.053223
	Iteration 17Q: 3 clusters Score -3.520938e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268989 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -35209884.000000 Penalty: 6205.053223
	Iteration 18Q: 3 clusters Score -3.520988e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269354 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -35210256.000000 Penalty: 6205.053223
	Iteration 19Q: 3 clusters Score -3.521026e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269609 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -35210512.000000 Penalty: 6205.053223
	Iteration 20F: 3 clusters Score -3.521051e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269798 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -35210660.000000 Penalty: 6205.053223
	Iteration 21Q: 3 clusters Score -3.521066e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269907 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -35210752.000000 Penalty: 6205.053223
	Iteration 22Q: 3 clusters Score -3.521075e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269990 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -35210824.000000 Penalty: 6205.053223
	Iteration 23Q: 3 clusters Score -3.521082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270046 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -35210868.000000 Penalty: 6205.053223
	Iteration 24Q: 3 clusters Score -3.521087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270093 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -35210892.000000 Penalty: 6205.053223
	Iteration 25Q: 3 clusters Score -3.521089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270113 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -35210896.000000 Penalty: 6205.053223
	Iteration 26Q: 3 clusters Score -3.52109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270128 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -35210880.000000 Penalty: 6205.053223
	Iteration 27Q: 3 clusters Score -3.521088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270140 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -35210900.000000 Penalty: 6205.053223
	Iteration 28Q: 3 clusters Score -3.52109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270150 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -35210928.000000 Penalty: 6205.053223
	Iteration 29Q: 3 clusters Score -3.521093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270162 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -35210936.000000 Penalty: 6205.053223
	Iteration 30Q: 3 clusters Score -3.521094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270174 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -35210976.000000 Penalty: 6205.053223
	Iteration 31Q: 3 clusters Score -3.521098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270190 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -35210948.000000 Penalty: 6205.053223
	Iteration 32Q: 3 clusters Score -3.521095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270199 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -35210944.000000 Penalty: 6205.053223
	Iteration 33Q: 3 clusters Score -3.521094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270210 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -35210940.000000 Penalty: 6205.053223
	Iteration 34Q: 3 clusters Score -3.521094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270225 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -35210944.000000 Penalty: 6205.053223
	Iteration 35Q: 3 clusters Score -3.521094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270232 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -35210936.000000 Penalty: 6205.053223
	Iteration 36Q: 3 clusters Score -3.521094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270235 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -35210928.000000 Penalty: 6205.053223
	Iteration 37Q: 3 clusters Score -3.521093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270238 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -35210944.000000 Penalty: 6205.053223
	Iteration 38Q: 3 clusters Score -3.521094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270246 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35210936.000000 Penalty: 6205.053223
	Iteration 39Q: 3 clusters Score -3.521094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270251 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -35210960.000000 Penalty: 6205.053223
	Iteration 40F: 3 clusters Score -3.521096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270253 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -35210972.000000 Penalty: 6205.053223
	Iteration 41Q: 3 clusters Score -3.521097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270255 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35210980.000000 Penalty: 6205.053223
	Iteration 42Q: 3 clusters Score -3.521098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -35210956.000000 Penalty: 6205.053223
	Iteration 43Q: 3 clusters Score -3.521096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270262 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -35210964.000000 Penalty: 6205.053223
	Iteration 44Q: 3 clusters Score -3.521096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270266 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -35210956.000000 Penalty: 6205.053223
	Iteration 45Q: 3 clusters Score -3.521096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270267 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -35210948.000000 Penalty: 6205.053223
	Iteration 46Q: 3 clusters Score -3.521095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270268 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -35210936.000000 Penalty: 6205.053223
	Iteration 47Q: 3 clusters Score -3.521094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270268 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -35210952.000000 Penalty: 6205.053223
	Iteration 48Q: 3 clusters Score -3.521095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270271 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -35210976.000000 Penalty: 6205.053223
	Iteration 49Q: 3 clusters Score -3.521098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270272 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35210964.000000 Penalty: 6205.053223
	Iteration 50Q: 3 clusters Score -3.521096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -35210992.000000 Penalty: 6205.053223
	Iteration 51Q: 3 clusters Score -3.521099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -35210976.000000 Penalty: 6205.053223
	Iteration 52Q: 3 clusters Score -3.521098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270275 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -35210984.000000 Penalty: 6205.053223
	Iteration 53Q: 3 clusters Score -3.521098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -35210984.000000 Penalty: 6205.053223
	Iteration 54Q: 3 clusters Score -3.521098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -35210984.000000 Penalty: 6205.053223
	Iteration 55F: 3 clusters Score -3.521098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1810103.875000 Penalty: 2382.644531
	Iteration 0F: 2 clusters Score -1810104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1799299.000000 Penalty: 4765.289062
	Iteration 0F: 3 clusters Score -1799299 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1803014.625000 Penalty: 4765.289062
	Iteration 1F: 3 clusters Score -1803015 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1803729.000000 Penalty: 4765.289062
	Iteration 2F: 3 clusters Score -1803729 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1804420.500000 Penalty: 4765.289062
	Iteration 3F: 3 clusters Score -1804420 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1804975.375000 Penalty: 4765.289062
	Iteration 4F: 3 clusters Score -1804975 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1805432.625000 Penalty: 4765.289062
	Iteration 5F: 3 clusters Score -1805433 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1805806.000000 Penalty: 4765.289062
	Iteration 6Q: 3 clusters Score -1805806 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1806058.875000 Penalty: 4765.289062
	Iteration 7Q: 3 clusters Score -1806059 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1806239.375000 Penalty: 4765.289062
	Iteration 8Q: 3 clusters Score -1806239 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1806359.000000 Penalty: 4765.289062
	Iteration 9Q: 3 clusters Score -1806359 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1806443.875000 Penalty: 4765.289062
	Iteration 10Q: 3 clusters Score -1806444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1806499.750000 Penalty: 4765.289062
	Iteration 11Q: 3 clusters Score -1806500 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1806543.500000 Penalty: 4765.289062
	Iteration 12Q: 3 clusters Score -1806544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1806582.125000 Penalty: 4765.289062
	Iteration 13Q: 3 clusters Score -1806582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1806620.875000 Penalty: 4765.289062
	Iteration 14Q: 3 clusters Score -1806621 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1806642.625000 Penalty: 4765.289062
	Iteration 15Q: 3 clusters Score -1806643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1806656.750000 Penalty: 4765.289062
	Iteration 16Q: 3 clusters Score -1806657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1806673.375000 Penalty: 4765.289062
	Iteration 17Q: 3 clusters Score -1806673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1806693.000000 Penalty: 4765.289062
	Iteration 18Q: 3 clusters Score -1806693 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1806716.500000 Penalty: 4765.289062
	Iteration 19Q: 3 clusters Score -1806716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1806744.500000 Penalty: 4765.289062
	Iteration 20F: 3 clusters Score -1806744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1806774.125000 Penalty: 4765.289062
	Iteration 21Q: 3 clusters Score -1806774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1806814.125000 Penalty: 4765.289062
	Iteration 22Q: 3 clusters Score -1806814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1806871.875000 Penalty: 4765.289062
	Iteration 23Q: 3 clusters Score -1806872 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1806943.375000 Penalty: 4765.289062
	Iteration 24Q: 3 clusters Score -1806943 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1807013.625000 Penalty: 4765.289062
	Iteration 25Q: 3 clusters Score -1807014 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1807096.750000 Penalty: 4765.289062
	Iteration 26Q: 3 clusters Score -1807097 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1807197.500000 Penalty: 4765.289062
	Iteration 27Q: 3 clusters Score -1807198 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1807316.500000 Penalty: 4765.289062
	Iteration 28Q: 3 clusters Score -1807316 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1807469.125000 Penalty: 4765.289062
	Iteration 29Q: 3 clusters Score -1807469 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1807646.750000 Penalty: 4765.289062
	Iteration 30Q: 3 clusters Score -1807647 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1807837.375000 Penalty: 4765.289062
	Iteration 31Q: 3 clusters Score -1807837 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1807987.875000 Penalty: 4765.289062
	Iteration 32Q: 3 clusters Score -1807988 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1808091.875000 Penalty: 4765.289062
	Iteration 33Q: 3 clusters Score -1808092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1808155.750000 Penalty: 4765.289062
	Iteration 34Q: 3 clusters Score -1808156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1808221.375000 Penalty: 4765.289062
	Iteration 35Q: 3 clusters Score -1808221 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1808263.375000 Penalty: 4765.289062
	Iteration 36Q: 3 clusters Score -1808263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1808311.125000 Penalty: 4765.289062
	Iteration 37Q: 3 clusters Score -1808311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1808341.875000 Penalty: 4765.289062
	Iteration 38Q: 3 clusters Score -1808342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1808372.875000 Penalty: 4765.289062
	Iteration 39Q: 3 clusters Score -1808373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1808400.375000 Penalty: 4765.289062
	Iteration 40F: 3 clusters Score -1808400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1808424.000000 Penalty: 4765.289062
	Iteration 41Q: 3 clusters Score -1808424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1808460.000000 Penalty: 4765.289062
	Iteration 42Q: 3 clusters Score -1808460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1808487.000000 Penalty: 4765.289062
	Iteration 43Q: 3 clusters Score -1808487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1808515.625000 Penalty: 4765.289062
	Iteration 44Q: 3 clusters Score -1808516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1808538.250000 Penalty: 4765.289062
	Iteration 45Q: 3 clusters Score -1808538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1808562.375000 Penalty: 4765.289062
	Iteration 46Q: 3 clusters Score -1808562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1808591.375000 Penalty: 4765.289062
	Iteration 47Q: 3 clusters Score -1808591 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1808609.000000 Penalty: 4765.289062
	Iteration 48Q: 3 clusters Score -1808609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1808623.375000 Penalty: 4765.289062
	Iteration 49Q: 3 clusters Score -1808623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1808636.625000 Penalty: 4765.289062
	Iteration 50Q: 3 clusters Score -1808637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1808650.250000 Penalty: 4765.289062
	Iteration 51Q: 3 clusters Score -1808650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1808661.250000 Penalty: 4765.289062
	Iteration 52Q: 3 clusters Score -1808661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1808668.625000 Penalty: 4765.289062
	Iteration 53Q: 3 clusters Score -1808669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1808675.625000 Penalty: 4765.289062
	Iteration 54Q: 3 clusters Score -1808676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1808685.000000 Penalty: 4765.289062
	Iteration 55Q: 3 clusters Score -1808685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1808689.000000 Penalty: 4765.289062
	Iteration 56Q: 3 clusters Score -1808689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1808695.250000 Penalty: 4765.289062
	Iteration 57Q: 3 clusters Score -1808695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1808705.250000 Penalty: 4765.289062
	Iteration 58Q: 3 clusters Score -1808705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1808711.750000 Penalty: 4765.289062
	Iteration 59Q: 3 clusters Score -1808712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1808716.750000 Penalty: 4765.289062
	Iteration 60F: 3 clusters Score -1808717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1808724.750000 Penalty: 4765.289062
	Iteration 61Q: 3 clusters Score -1808725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1808731.625000 Penalty: 4765.289062
	Iteration 62Q: 3 clusters Score -1808732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1808740.625000 Penalty: 4765.289062
	Iteration 63Q: 3 clusters Score -1808741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1808742.500000 Penalty: 4765.289062
	Iteration 64Q: 3 clusters Score -1808742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1808744.625000 Penalty: 4765.289062
	Iteration 65Q: 3 clusters Score -1808745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1808756.125000 Penalty: 4765.289062
	Iteration 66Q: 3 clusters Score -1808756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1808762.875000 Penalty: 4765.289062
	Iteration 67Q: 3 clusters Score -1808763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1808765.125000 Penalty: 4765.289062
	Iteration 68Q: 3 clusters Score -1808765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1808768.625000 Penalty: 4765.289062
	Iteration 69Q: 3 clusters Score -1808769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1808766.375000 Penalty: 4765.289062
	Iteration 70Q: 3 clusters Score -1808766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1808766.625000 Penalty: 4765.289062
	Iteration 71Q: 3 clusters Score -1808767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1808766.875000 Penalty: 4765.289062
	Iteration 72Q: 3 clusters Score -1808767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1808769.250000 Penalty: 4765.289062
	Iteration 73Q: 3 clusters Score -1808769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1808768.000000 Penalty: 4765.289062
	Iteration 74Q: 3 clusters Score -1808768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1808768.875000 Penalty: 4765.289062
	Iteration 75Q: 3 clusters Score -1808769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1808771.250000 Penalty: 4765.289062
	Iteration 76Q: 3 clusters Score -1808771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1808770.750000 Penalty: 4765.289062
	Iteration 77Q: 3 clusters Score -1808771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1808771.375000 Penalty: 4765.289062
	Iteration 78Q: 3 clusters Score -1808771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1808771.625000 Penalty: 4765.289062
	Iteration 79Q: 3 clusters Score -1808772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1808771.625000 Penalty: 4765.289062
	Iteration 80F: 3 clusters Score -1808772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163858.640625 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161531.031250 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161531 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -161976.375000 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161976.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162123.468750 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162123.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162214.953125 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -162215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162271.546875 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -162271.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162325.625000 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -162325.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162394.546875 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -162394.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162445.437500 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -162445.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162502.796875 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -162502.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162551.062500 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -162551.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -162619.312500 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -162619.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162682.500000 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -162682.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162763.062500 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -162763.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162823.875000 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -162823.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162893.125000 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -162893.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162958.171875 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -162958.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -163019.015625 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -163019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163060.265625 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -163060.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -163103.765625 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -163103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163137.375000 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -163137.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -163168.937500 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -163168.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163200.187500 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -163200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -163223.406250 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -163223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163243.234375 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -163243.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -163258.593750 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -163258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -163264.796875 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -163264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163267.593750 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -163267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163269.125000 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -163269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163272.500000 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -163272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163272.500000 Penalty: 3633.273926
	Iteration 29F: 3 clusters Score -163272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -1005320.437500 Penalty: 2229.598633
	Iteration 0F: 2 clusters Score -1005320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -998882.312500 Penalty: 4459.197266
	Iteration 0F: 3 clusters Score -998882.3 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1000595.625000 Penalty: 4459.197266
	Iteration 1F: 3 clusters Score -1000596 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1000846.562500 Penalty: 4459.197266
	Iteration 2F: 3 clusters Score -1000847 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1001024.500000 Penalty: 4459.197266
	Iteration 3Q: 3 clusters Score -1001024 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1001178.187500 Penalty: 4459.197266
	Iteration 4Q: 3 clusters Score -1001178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1001348.500000 Penalty: 4459.197266
	Iteration 5Q: 3 clusters Score -1001348 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1001527.250000 Penalty: 4459.197266
	Iteration 6Q: 3 clusters Score -1001527 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1001732.625000 Penalty: 4459.197266
	Iteration 7Q: 3 clusters Score -1001733 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1001937.125000 Penalty: 4459.197266
	Iteration 8Q: 3 clusters Score -1001937 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1002160.937500 Penalty: 4459.197266
	Iteration 9Q: 3 clusters Score -1002161 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1002373.312500 Penalty: 4459.197266
	Iteration 10Q: 3 clusters Score -1002373 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1002562.812500 Penalty: 4459.197266
	Iteration 11Q: 3 clusters Score -1002563 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1002704.812500 Penalty: 4459.197266
	Iteration 12Q: 3 clusters Score -1002705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1002818.687500 Penalty: 4459.197266
	Iteration 13Q: 3 clusters Score -1002819 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1002928.937500 Penalty: 4459.197266
	Iteration 14Q: 3 clusters Score -1002929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1003015.750000 Penalty: 4459.197266
	Iteration 15Q: 3 clusters Score -1003016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1003094.937500 Penalty: 4459.197266
	Iteration 16Q: 3 clusters Score -1003095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1003154.250000 Penalty: 4459.197266
	Iteration 17Q: 3 clusters Score -1003154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1003208.437500 Penalty: 4459.197266
	Iteration 18Q: 3 clusters Score -1003208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1003252.875000 Penalty: 4459.197266
	Iteration 19Q: 3 clusters Score -1003253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1003279.062500 Penalty: 4459.197266
	Iteration 20F: 3 clusters Score -1003279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1003296.375000 Penalty: 4459.197266
	Iteration 21Q: 3 clusters Score -1003296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1003311.500000 Penalty: 4459.197266
	Iteration 22Q: 3 clusters Score -1003312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1003322.937500 Penalty: 4459.197266
	Iteration 23Q: 3 clusters Score -1003323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1003330.062500 Penalty: 4459.197266
	Iteration 24Q: 3 clusters Score -1003330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1003338.562500 Penalty: 4459.197266
	Iteration 25Q: 3 clusters Score -1003339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1003343.875000 Penalty: 4459.197266
	Iteration 26Q: 3 clusters Score -1003344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1003349.750000 Penalty: 4459.197266
	Iteration 27Q: 3 clusters Score -1003350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1003355.250000 Penalty: 4459.197266
	Iteration 28Q: 3 clusters Score -1003355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1003358.812500 Penalty: 4459.197266
	Iteration 29Q: 3 clusters Score -1003359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1003362.687500 Penalty: 4459.197266
	Iteration 30Q: 3 clusters Score -1003363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1003364.750000 Penalty: 4459.197266
	Iteration 31Q: 3 clusters Score -1003365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1003368.250000 Penalty: 4459.197266
	Iteration 32Q: 3 clusters Score -1003368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1003368.875000 Penalty: 4459.197266
	Iteration 33Q: 3 clusters Score -1003369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1003372.500000 Penalty: 4459.197266
	Iteration 34Q: 3 clusters Score -1003372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1003376.687500 Penalty: 4459.197266
	Iteration 35Q: 3 clusters Score -1003377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1003378.187500 Penalty: 4459.197266
	Iteration 36Q: 3 clusters Score -1003378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1003378.187500 Penalty: 4459.197266
	Iteration 37F: 3 clusters Score -1003378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Entering Unmasked Estep 
Score: -3644057.750000 Penalty: 2535.734863
	Iteration 0F: 2 clusters Score -3644058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3625051.250000 Penalty: 5071.469727
	Iteration 0F: 3 clusters Score -3625051 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3631669.750000 Penalty: 5071.469727
	Iteration 1F: 3 clusters Score -3631670 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3632071.750000 Penalty: 5071.469727
	Iteration 2Q: 3 clusters Score -3632072 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3632411.750000 Penalty: 5071.469727
	Iteration 3Q: 3 clusters Score -3632412 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3632706.750000 Penalty: 5071.469727
	Iteration 4Q: 3 clusters Score -3632707 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3633041.250000 Penalty: 5071.469727
	Iteration 5Q: 3 clusters Score -3633041 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3633428.250000 Penalty: 5071.469727
	Iteration 6Q: 3 clusters Score -3633428 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3633911.500000 Penalty: 5071.469727
	Iteration 7Q: 3 clusters Score -3633912 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3634608.000000 Penalty: 5071.469727
	Iteration 8Q: 3 clusters Score -3634608 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3635548.500000 Penalty: 5071.469727
	Iteration 9F: 3 clusters Score -3635548 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3636801.750000 Penalty: 5071.469727
	Iteration 10F: 3 clusters Score -3636802 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3638115.500000 Penalty: 5071.469727
	Iteration 11F: 3 clusters Score -3638116 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3639215.500000 Penalty: 5071.469727
	Iteration 12Q: 3 clusters Score -3639216 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3640025.750000 Penalty: 5071.469727
	Iteration 13Q: 3 clusters Score -3640026 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3640501.250000 Penalty: 5071.469727
	Iteration 14Q: 3 clusters Score -3640501 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3640747.500000 Penalty: 5071.469727
	Iteration 15Q: 3 clusters Score -3640748 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3640911.500000 Penalty: 5071.469727
	Iteration 16Q: 3 clusters Score -3640912 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3641034.250000 Penalty: 5071.469727
	Iteration 17Q: 3 clusters Score -3641034 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3641104.000000 Penalty: 5071.469727
	Iteration 18Q: 3 clusters Score -3641104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3641166.500000 Penalty: 5071.469727
	Iteration 19Q: 3 clusters Score -3641166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3641219.750000 Penalty: 5071.469727
	Iteration 20F: 3 clusters Score -3641220 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3641275.250000 Penalty: 5071.469727
	Iteration 21Q: 3 clusters Score -3641275 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3641314.500000 Penalty: 5071.469727
	Iteration 22Q: 3 clusters Score -3641314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3641365.750000 Penalty: 5071.469727
	Iteration 23Q: 3 clusters Score -3641366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3641412.750000 Penalty: 5071.469727
	Iteration 24Q: 3 clusters Score -3641413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3641436.250000 Penalty: 5071.469727
	Iteration 25Q: 3 clusters Score -3641436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3641461.500000 Penalty: 5071.469727
	Iteration 26Q: 3 clusters Score -3641462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3641488.750000 Penalty: 5071.469727
	Iteration 27Q: 3 clusters Score -3641489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3641511.500000 Penalty: 5071.469727
	Iteration 28Q: 3 clusters Score -3641512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3641519.750000 Penalty: 5071.469727
	Iteration 29Q: 3 clusters Score -3641520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3641546.500000 Penalty: 5071.469727
	Iteration 30Q: 3 clusters Score -3641546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3641574.000000 Penalty: 5071.469727
	Iteration 31Q: 3 clusters Score -3641574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3641581.250000 Penalty: 5071.469727
	Iteration 32Q: 3 clusters Score -3641581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3641589.500000 Penalty: 5071.469727
	Iteration 33Q: 3 clusters Score -3641590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3641609.500000 Penalty: 5071.469727
	Iteration 34Q: 3 clusters Score -3641610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3641612.000000 Penalty: 5071.469727
	Iteration 35Q: 3 clusters Score -3641612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3641619.750000 Penalty: 5071.469727
	Iteration 36Q: 3 clusters Score -3641620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3641619.750000 Penalty: 5071.469727
	Iteration 37Q: 3 clusters Score -3641620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3641629.750000 Penalty: 5071.469727
	Iteration 38Q: 3 clusters Score -3641630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3641631.000000 Penalty: 5071.469727
	Iteration 39Q: 3 clusters Score -3641631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3641640.500000 Penalty: 5071.469727
	Iteration 40F: 3 clusters Score -3641640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3641654.250000 Penalty: 5071.469727
	Iteration 41Q: 3 clusters Score -3641654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3641653.000000 Penalty: 5071.469727
	Iteration 42Q: 3 clusters Score -3641653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3641667.250000 Penalty: 5071.469727
	Iteration 43Q: 3 clusters Score -3641667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3641671.000000 Penalty: 5071.469727
	Iteration 44Q: 3 clusters Score -3641671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3641674.750000 Penalty: 5071.469727
	Iteration 45Q: 3 clusters Score -3641675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3641679.250000 Penalty: 5071.469727
	Iteration 46Q: 3 clusters Score -3641679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3641684.500000 Penalty: 5071.469727
	Iteration 47Q: 3 clusters Score -3641684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3641686.750000 Penalty: 5071.469727
	Iteration 48Q: 3 clusters Score -3641687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3641691.500000 Penalty: 5071.469727
	Iteration 49Q: 3 clusters Score -3641692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3641690.750000 Penalty: 5071.469727
	Iteration 50Q: 3 clusters Score -3641691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3641699.250000 Penalty: 5071.469727
	Iteration 51Q: 3 clusters Score -3641699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3641703.250000 Penalty: 5071.469727
	Iteration 52Q: 3 clusters Score -3641703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3641706.000000 Penalty: 5071.469727
	Iteration 53Q: 3 clusters Score -3641706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3641709.500000 Penalty: 5071.469727
	Iteration 54Q: 3 clusters Score -3641710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3641709.000000 Penalty: 5071.469727
	Iteration 55Q: 3 clusters Score -3641709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3641711.250000 Penalty: 5071.469727
	Iteration 56Q: 3 clusters Score -3641711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3641714.500000 Penalty: 5071.469727
	Iteration 57Q: 3 clusters Score -3641714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3641715.000000 Penalty: 5071.469727
	Iteration 58Q: 3 clusters Score -3641715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3641722.750000 Penalty: 5071.469727
	Iteration 59Q: 3 clusters Score -3641723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3641723.500000 Penalty: 5071.469727
	Iteration 60F: 3 clusters Score -3641724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3641723.500000 Penalty: 5071.469727
	Iteration 61Q: 3 clusters Score -3641724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3641726.500000 Penalty: 5071.469727
	Iteration 62Q: 3 clusters Score -3641726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3641730.750000 Penalty: 5071.469727
	Iteration 63Q: 3 clusters Score -3641731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3641732.500000 Penalty: 5071.469727
	Iteration 64Q: 3 clusters Score -3641732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3641729.750000 Penalty: 5071.469727
	Iteration 65Q: 3 clusters Score -3641730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3641735.000000 Penalty: 5071.469727
	Iteration 66Q: 3 clusters Score -3641735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3641739.500000 Penalty: 5071.469727
	Iteration 67Q: 3 clusters Score -3641740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3641738.250000 Penalty: 5071.469727
	Iteration 68Q: 3 clusters Score -3641738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3641735.250000 Penalty: 5071.469727
	Iteration 69Q: 3 clusters Score -3641735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3641735.250000 Penalty: 5071.469727
	Iteration 70F: 3 clusters Score -3641735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Entering Unmasked Estep 
Score: -2724270.250000 Penalty: 2469.025391
	Iteration 0F: 2 clusters Score -2724270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2709572.750000 Penalty: 4938.050781
	Iteration 0F: 3 clusters Score -2709573 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2714945.750000 Penalty: 4938.050781
	Iteration 1F: 3 clusters Score -2714946 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2716433.000000 Penalty: 4938.050781
	Iteration 2F: 3 clusters Score -2716433 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2718783.500000 Penalty: 4938.050781
	Iteration 3F: 3 clusters Score -2718784 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2721548.750000 Penalty: 4938.050781
	Iteration 4F: 3 clusters Score -2721549 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2723719.250000 Penalty: 4938.050781
	Iteration 5F: 3 clusters Score -2723719 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2725058.250000 Penalty: 4938.050781
	Iteration 6F: 3 clusters Score -2725058 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2725585.750000 Penalty: 4938.050781
	Iteration 7Q: 3 clusters Score -2725586 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2725777.000000 Penalty: 4938.050781
	Iteration 8Q: 3 clusters Score -2725777 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2725837.500000 Penalty: 4938.050781
	Iteration 9Q: 3 clusters Score -2725838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2725868.750000 Penalty: 4938.050781
	Iteration 10Q: 3 clusters Score -2725869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2725885.500000 Penalty: 4938.050781
	Iteration 11Q: 3 clusters Score -2725886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2725890.500000 Penalty: 4938.050781
	Iteration 12Q: 3 clusters Score -2725890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2725899.750000 Penalty: 4938.050781
	Iteration 13Q: 3 clusters Score -2725900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2725899.250000 Penalty: 4938.050781
	Iteration 14Q: 3 clusters Score -2725899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2725905.000000 Penalty: 4938.050781
	Iteration 15Q: 3 clusters Score -2725905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2725900.500000 Penalty: 4938.050781
	Iteration 16Q: 3 clusters Score -2725900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2725901.000000 Penalty: 4938.050781
	Iteration 17Q: 3 clusters Score -2725901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2725901.250000 Penalty: 4938.050781
	Iteration 18Q: 3 clusters Score -2725901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2725900.750000 Penalty: 4938.050781
	Iteration 19Q: 3 clusters Score -2725901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2725903.500000 Penalty: 4938.050781
	Iteration 20F: 3 clusters Score -2725904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 271085 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 60080 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15563 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 47673 members 
Mstep: Class 30 contains 15059 members 
Mstep: Class 31 contains 1361 members 
Mstep: Class 32 contains 7890 members 
Entering Unmasked Estep 
Score: -104934824.000000 Penalty: 108252.726562
Splitting cluster 14 changes total score from -104931848.000000 to -104934824.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -1713503.875000 Penalty: 2362.906250
	Iteration 0F: 2 clusters Score -1713504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1703370.125000 Penalty: 4725.812500
	Iteration 0F: 3 clusters Score -1703370 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1706622.125000 Penalty: 4725.812500
	Iteration 1F: 3 clusters Score -1706622 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1707070.625000 Penalty: 4725.812500
	Iteration 2F: 3 clusters Score -1707071 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1707484.875000 Penalty: 4725.812500
	Iteration 3F: 3 clusters Score -1707485 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1707951.250000 Penalty: 4725.812500
	Iteration 4F: 3 clusters Score -1707951 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1708438.625000 Penalty: 4725.812500
	Iteration 5F: 3 clusters Score -1708439 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1708924.250000 Penalty: 4725.812500
	Iteration 6F: 3 clusters Score -1708924 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1709349.250000 Penalty: 4725.812500
	Iteration 7F: 3 clusters Score -1709349 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1709672.375000 Penalty: 4725.812500
	Iteration 8Q: 3 clusters Score -1709672 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1709914.500000 Penalty: 4725.812500
	Iteration 9Q: 3 clusters Score -1709914 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1710083.625000 Penalty: 4725.812500
	Iteration 10Q: 3 clusters Score -1710084 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1710211.625000 Penalty: 4725.812500
	Iteration 11Q: 3 clusters Score -1710212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1710303.750000 Penalty: 4725.812500
	Iteration 12Q: 3 clusters Score -1710304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1710386.750000 Penalty: 4725.812500
	Iteration 13Q: 3 clusters Score -1710387 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1710468.500000 Penalty: 4725.812500
	Iteration 14Q: 3 clusters Score -1710468 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1710529.750000 Penalty: 4725.812500
	Iteration 15Q: 3 clusters Score -1710530 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1710589.000000 Penalty: 4725.812500
	Iteration 16Q: 3 clusters Score -1710589 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1710636.000000 Penalty: 4725.812500
	Iteration 17Q: 3 clusters Score -1710636 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1710687.750000 Penalty: 4725.812500
	Iteration 18Q: 3 clusters Score -1710688 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1710735.875000 Penalty: 4725.812500
	Iteration 19Q: 3 clusters Score -1710736 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1710791.250000 Penalty: 4725.812500
	Iteration 20F: 3 clusters Score -1710791 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1710834.500000 Penalty: 4725.812500
	Iteration 21Q: 3 clusters Score -1710834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1710866.125000 Penalty: 4725.812500
	Iteration 22Q: 3 clusters Score -1710866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1710914.875000 Penalty: 4725.812500
	Iteration 23Q: 3 clusters Score -1710915 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1710948.625000 Penalty: 4725.812500
	Iteration 24Q: 3 clusters Score -1710949 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1710991.750000 Penalty: 4725.812500
	Iteration 25Q: 3 clusters Score -1710992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1711027.000000 Penalty: 4725.812500
	Iteration 26Q: 3 clusters Score -1711027 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1711057.000000 Penalty: 4725.812500
	Iteration 27Q: 3 clusters Score -1711057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1711079.875000 Penalty: 4725.812500
	Iteration 28Q: 3 clusters Score -1711080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1711110.875000 Penalty: 4725.812500
	Iteration 29Q: 3 clusters Score -1711111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1711139.500000 Penalty: 4725.812500
	Iteration 30Q: 3 clusters Score -1711140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1711157.375000 Penalty: 4725.812500
	Iteration 31Q: 3 clusters Score -1711157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1711187.875000 Penalty: 4725.812500
	Iteration 32Q: 3 clusters Score -1711188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1711200.000000 Penalty: 4725.812500
	Iteration 33Q: 3 clusters Score -1711200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1711221.875000 Penalty: 4725.812500
	Iteration 34Q: 3 clusters Score -1711222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1711239.750000 Penalty: 4725.812500
	Iteration 35Q: 3 clusters Score -1711240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1711258.250000 Penalty: 4725.812500
	Iteration 36Q: 3 clusters Score -1711258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1711275.250000 Penalty: 4725.812500
	Iteration 37Q: 3 clusters Score -1711275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1711294.875000 Penalty: 4725.812500
	Iteration 38Q: 3 clusters Score -1711295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1711310.250000 Penalty: 4725.812500
	Iteration 39Q: 3 clusters Score -1711310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1711328.125000 Penalty: 4725.812500
	Iteration 40F: 3 clusters Score -1711328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1711342.125000 Penalty: 4725.812500
	Iteration 41Q: 3 clusters Score -1711342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1711356.625000 Penalty: 4725.812500
	Iteration 42Q: 3 clusters Score -1711357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1711367.250000 Penalty: 4725.812500
	Iteration 43Q: 3 clusters Score -1711367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1711385.125000 Penalty: 4725.812500
	Iteration 44Q: 3 clusters Score -1711385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1711398.375000 Penalty: 4725.812500
	Iteration 45Q: 3 clusters Score -1711398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1711408.375000 Penalty: 4725.812500
	Iteration 46Q: 3 clusters Score -1711408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1711418.250000 Penalty: 4725.812500
	Iteration 47Q: 3 clusters Score -1711418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1711423.625000 Penalty: 4725.812500
	Iteration 48Q: 3 clusters Score -1711424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1711429.750000 Penalty: 4725.812500
	Iteration 49Q: 3 clusters Score -1711430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1711433.750000 Penalty: 4725.812500
	Iteration 50Q: 3 clusters Score -1711434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1711442.125000 Penalty: 4725.812500
	Iteration 51Q: 3 clusters Score -1711442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1711448.625000 Penalty: 4725.812500
	Iteration 52Q: 3 clusters Score -1711449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1711450.875000 Penalty: 4725.812500
	Iteration 53Q: 3 clusters Score -1711451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1711452.875000 Penalty: 4725.812500
	Iteration 54Q: 3 clusters Score -1711453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1711465.000000 Penalty: 4725.812500
	Iteration 55Q: 3 clusters Score -1711465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1711470.875000 Penalty: 4725.812500
	Iteration 56Q: 3 clusters Score -1711471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1711474.125000 Penalty: 4725.812500
	Iteration 57Q: 3 clusters Score -1711474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1711481.500000 Penalty: 4725.812500
	Iteration 58Q: 3 clusters Score -1711482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1711479.000000 Penalty: 4725.812500
	Iteration 59Q: 3 clusters Score -1711479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1711481.875000 Penalty: 4725.812500
	Iteration 60F: 3 clusters Score -1711482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1711485.875000 Penalty: 4725.812500
	Iteration 61Q: 3 clusters Score -1711486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1711484.750000 Penalty: 4725.812500
	Iteration 62Q: 3 clusters Score -1711485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1711488.500000 Penalty: 4725.812500
	Iteration 63Q: 3 clusters Score -1711488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1711488.625000 Penalty: 4725.812500
	Iteration 64Q: 3 clusters Score -1711489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1711492.875000 Penalty: 4725.812500
	Iteration 65Q: 3 clusters Score -1711493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1711500.625000 Penalty: 4725.812500
	Iteration 66Q: 3 clusters Score -1711501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1711505.875000 Penalty: 4725.812500
	Iteration 67Q: 3 clusters Score -1711506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1711517.250000 Penalty: 4725.812500
	Iteration 68Q: 3 clusters Score -1711517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1711519.625000 Penalty: 4725.812500
	Iteration 69Q: 3 clusters Score -1711520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1711527.500000 Penalty: 4725.812500
	Iteration 70Q: 3 clusters Score -1711528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1711532.500000 Penalty: 4725.812500
	Iteration 71Q: 3 clusters Score -1711532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1711533.750000 Penalty: 4725.812500
	Iteration 72Q: 3 clusters Score -1711534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1711535.000000 Penalty: 4725.812500
	Iteration 73Q: 3 clusters Score -1711535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1711539.625000 Penalty: 4725.812500
	Iteration 74Q: 3 clusters Score -1711540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1711540.500000 Penalty: 4725.812500
	Iteration 75Q: 3 clusters Score -1711540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1711540.625000 Penalty: 4725.812500
	Iteration 76Q: 3 clusters Score -1711541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1711544.750000 Penalty: 4725.812500
	Iteration 77Q: 3 clusters Score -1711545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1711545.875000 Penalty: 4725.812500
	Iteration 78Q: 3 clusters Score -1711546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1711543.375000 Penalty: 4725.812500
	Iteration 79Q: 3 clusters Score -1711543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1711549.375000 Penalty: 4725.812500
	Iteration 80F: 3 clusters Score -1711549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1711552.750000 Penalty: 4725.812500
	Iteration 81Q: 3 clusters Score -1711553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1711555.750000 Penalty: 4725.812500
	Iteration 82Q: 3 clusters Score -1711556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1711562.000000 Penalty: 4725.812500
	Iteration 83Q: 3 clusters Score -1711562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1711567.000000 Penalty: 4725.812500
	Iteration 84Q: 3 clusters Score -1711567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1711567.875000 Penalty: 4725.812500
	Iteration 85Q: 3 clusters Score -1711568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1711575.000000 Penalty: 4725.812500
	Iteration 86Q: 3 clusters Score -1711575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1711577.875000 Penalty: 4725.812500
	Iteration 87Q: 3 clusters Score -1711578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1711580.500000 Penalty: 4725.812500
	Iteration 88Q: 3 clusters Score -1711580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1711584.875000 Penalty: 4725.812500
	Iteration 89Q: 3 clusters Score -1711585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1711587.250000 Penalty: 4725.812500
	Iteration 90Q: 3 clusters Score -1711587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1711590.375000 Penalty: 4725.812500
	Iteration 91Q: 3 clusters Score -1711590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1711597.000000 Penalty: 4725.812500
	Iteration 92Q: 3 clusters Score -1711597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1711598.875000 Penalty: 4725.812500
	Iteration 93Q: 3 clusters Score -1711599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1711598.500000 Penalty: 4725.812500
	Iteration 94Q: 3 clusters Score -1711598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1711602.750000 Penalty: 4725.812500
	Iteration 95Q: 3 clusters Score -1711603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1711604.500000 Penalty: 4725.812500
	Iteration 96Q: 3 clusters Score -1711604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1711605.875000 Penalty: 4725.812500
	Iteration 97Q: 3 clusters Score -1711606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1711606.375000 Penalty: 4725.812500
	Iteration 98Q: 3 clusters Score -1711606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1711606.500000 Penalty: 4725.812500
	Iteration 99Q: 3 clusters Score -1711606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1711609.125000 Penalty: 4725.812500
	Iteration 100F: 3 clusters Score -1711609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1711608.750000 Penalty: 4725.812500
	Iteration 101Q: 3 clusters Score -1711609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1711610.125000 Penalty: 4725.812500
	Iteration 102Q: 3 clusters Score -1711610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1711610.125000 Penalty: 4725.812500
	Iteration 103Q: 3 clusters Score -1711610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1711612.000000 Penalty: 4725.812500
	Iteration 104Q: 3 clusters Score -1711612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1711612.000000 Penalty: 4725.812500
	Iteration 105F: 3 clusters Score -1711612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -133858.921875 Penalty: 1800.609619
	Iteration 0F: 2 clusters Score -133858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131694.500000 Penalty: 3601.219238
	Iteration 0F: 3 clusters Score -131694.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132254.234375 Penalty: 3601.219238
	Iteration 1F: 3 clusters Score -132254.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132470.031250 Penalty: 3601.219238
	Iteration 2F: 3 clusters Score -132470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132630.890625 Penalty: 3601.219238
	Iteration 3F: 3 clusters Score -132630.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -132732.296875 Penalty: 3601.219238
	Iteration 4Q: 3 clusters Score -132732.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132799.531250 Penalty: 3601.219238
	Iteration 5Q: 3 clusters Score -132799.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132846.296875 Penalty: 3601.219238
	Iteration 6Q: 3 clusters Score -132846.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132887.828125 Penalty: 3601.219238
	Iteration 7Q: 3 clusters Score -132887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132931.218750 Penalty: 3601.219238
	Iteration 8Q: 3 clusters Score -132931.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132955.968750 Penalty: 3601.219238
	Iteration 9Q: 3 clusters Score -132956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132981.187500 Penalty: 3601.219238
	Iteration 10Q: 3 clusters Score -132981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132997.390625 Penalty: 3601.219238
	Iteration 11Q: 3 clusters Score -132997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133009.921875 Penalty: 3601.219238
	Iteration 12Q: 3 clusters Score -133009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133025.343750 Penalty: 3601.219238
	Iteration 13Q: 3 clusters Score -133025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133049.765625 Penalty: 3601.219238
	Iteration 14Q: 3 clusters Score -133049.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133072.750000 Penalty: 3601.219238
	Iteration 15Q: 3 clusters Score -133072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -133107.703125 Penalty: 3601.219238
	Iteration 16Q: 3 clusters Score -133107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133139.921875 Penalty: 3601.219238
	Iteration 17Q: 3 clusters Score -133139.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133162.921875 Penalty: 3601.219238
	Iteration 18Q: 3 clusters Score -133162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133181.234375 Penalty: 3601.219238
	Iteration 19Q: 3 clusters Score -133181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133207.578125 Penalty: 3601.219238
	Iteration 20F: 3 clusters Score -133207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133261.859375 Penalty: 3601.219238
	Iteration 21Q: 3 clusters Score -133261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133303.656250 Penalty: 3601.219238
	Iteration 22Q: 3 clusters Score -133303.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133339.734375 Penalty: 3601.219238
	Iteration 23Q: 3 clusters Score -133339.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133363.796875 Penalty: 3601.219238
	Iteration 24Q: 3 clusters Score -133363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133378.765625 Penalty: 3601.219238
	Iteration 25Q: 3 clusters Score -133378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133406.421875 Penalty: 3601.219238
	Iteration 26Q: 3 clusters Score -133406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133430.546875 Penalty: 3601.219238
	Iteration 27Q: 3 clusters Score -133430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133457.718750 Penalty: 3601.219238
	Iteration 28Q: 3 clusters Score -133457.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133476.453125 Penalty: 3601.219238
	Iteration 29Q: 3 clusters Score -133476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133485.375000 Penalty: 3601.219238
	Iteration 30Q: 3 clusters Score -133485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133527.843750 Penalty: 3601.219238
	Iteration 31Q: 3 clusters Score -133527.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133570.312500 Penalty: 3601.219238
	Iteration 32Q: 3 clusters Score -133570.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133599.421875 Penalty: 3601.219238
	Iteration 33Q: 3 clusters Score -133599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133612.640625 Penalty: 3601.219238
	Iteration 34Q: 3 clusters Score -133612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133621.375000 Penalty: 3601.219238
	Iteration 35Q: 3 clusters Score -133621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133626.593750 Penalty: 3601.219238
	Iteration 36Q: 3 clusters Score -133626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133630.125000 Penalty: 3601.219238
	Iteration 37Q: 3 clusters Score -133630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133630.656250 Penalty: 3601.219238
	Iteration 38Q: 3 clusters Score -133630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133630.765625 Penalty: 3601.219238
	Iteration 39F: 3 clusters Score -133630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133635.765625 Penalty: 3601.219238
	Iteration 40F: 3 clusters Score -133635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133646.703125 Penalty: 3601.219238
	Iteration 41Q: 3 clusters Score -133646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133651.718750 Penalty: 3601.219238
	Iteration 42Q: 3 clusters Score -133651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133665.906250 Penalty: 3601.219238
	Iteration 43Q: 3 clusters Score -133665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133671.093750 Penalty: 3601.219238
	Iteration 44Q: 3 clusters Score -133671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -133678.687500 Penalty: 3601.219238
	Iteration 45Q: 3 clusters Score -133678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133682.765625 Penalty: 3601.219238
	Iteration 46Q: 3 clusters Score -133682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133687.390625 Penalty: 3601.219238
	Iteration 47Q: 3 clusters Score -133687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -133690.265625 Penalty: 3601.219238
	Iteration 48Q: 3 clusters Score -133690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133693.734375 Penalty: 3601.219238
	Iteration 49Q: 3 clusters Score -133693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133697.843750 Penalty: 3601.219238
	Iteration 50Q: 3 clusters Score -133697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -133701.906250 Penalty: 3601.219238
	Iteration 51Q: 3 clusters Score -133701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133705.750000 Penalty: 3601.219238
	Iteration 52Q: 3 clusters Score -133705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133710.000000 Penalty: 3601.219238
	Iteration 53Q: 3 clusters Score -133710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -133714.265625 Penalty: 3601.219238
	Iteration 54Q: 3 clusters Score -133714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133717.281250 Penalty: 3601.219238
	Iteration 55Q: 3 clusters Score -133717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133720.890625 Penalty: 3601.219238
	Iteration 56Q: 3 clusters Score -133720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133724.734375 Penalty: 3601.219238
	Iteration 57Q: 3 clusters Score -133724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133728.312500 Penalty: 3601.219238
	Iteration 58Q: 3 clusters Score -133728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133729.968750 Penalty: 3601.219238
	Iteration 59Q: 3 clusters Score -133730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133731.500000 Penalty: 3601.219238
	Iteration 60F: 3 clusters Score -133731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133732.656250 Penalty: 3601.219238
	Iteration 61Q: 3 clusters Score -133732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -133739.843750 Penalty: 3601.219238
	Iteration 62Q: 3 clusters Score -133739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -133740.109375 Penalty: 3601.219238
	Iteration 63Q: 3 clusters Score -133740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -133740.109375 Penalty: 3601.219238
	Iteration 64F: 3 clusters Score -133740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Entering Unmasked Estep 
Score: -1161217.375000 Penalty: 2261.183838
	Iteration 0F: 2 clusters Score -1161217 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 4600 members 
Entering Unmasked Estep 
Score: -1154137.125000 Penalty: 4522.367676
	Iteration 0F: 3 clusters Score -1154137 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1156183.625000 Penalty: 4522.367676
	Iteration 1F: 3 clusters Score -1156184 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1156439.250000 Penalty: 4522.367676
	Iteration 2F: 3 clusters Score -1156439 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1156617.750000 Penalty: 4522.367676
	Iteration 3Q: 3 clusters Score -1156618 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1156729.750000 Penalty: 4522.367676
	Iteration 4Q: 3 clusters Score -1156730 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1156827.625000 Penalty: 4522.367676
	Iteration 5Q: 3 clusters Score -1156828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1156898.500000 Penalty: 4522.367676
	Iteration 6Q: 3 clusters Score -1156898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1156956.125000 Penalty: 4522.367676
	Iteration 7Q: 3 clusters Score -1156956 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1157007.625000 Penalty: 4522.367676
	Iteration 8Q: 3 clusters Score -1157008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1157050.125000 Penalty: 4522.367676
	Iteration 9Q: 3 clusters Score -1157050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1157095.625000 Penalty: 4522.367676
	Iteration 10Q: 3 clusters Score -1157096 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1157145.000000 Penalty: 4522.367676
	Iteration 11Q: 3 clusters Score -1157145 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1157203.750000 Penalty: 4522.367676
	Iteration 12Q: 3 clusters Score -1157204 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1157281.750000 Penalty: 4522.367676
	Iteration 13Q: 3 clusters Score -1157282 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1157375.375000 Penalty: 4522.367676
	Iteration 14Q: 3 clusters Score -1157375 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1157480.250000 Penalty: 4522.367676
	Iteration 15Q: 3 clusters Score -1157480 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1157615.500000 Penalty: 4522.367676
	Iteration 16Q: 3 clusters Score -1157616 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1157809.125000 Penalty: 4522.367676
	Iteration 17Q: 3 clusters Score -1157809 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1158065.500000 Penalty: 4522.367676
	Iteration 18Q: 3 clusters Score -1158066 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1158335.250000 Penalty: 4522.367676
	Iteration 19Q: 3 clusters Score -1158335 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1158566.250000 Penalty: 4522.367676
	Iteration 20F: 3 clusters Score -1158566 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1158763.250000 Penalty: 4522.367676
	Iteration 21Q: 3 clusters Score -1158763 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1158902.375000 Penalty: 4522.367676
	Iteration 22Q: 3 clusters Score -1158902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1158999.250000 Penalty: 4522.367676
	Iteration 23Q: 3 clusters Score -1158999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1159082.750000 Penalty: 4522.367676
	Iteration 24Q: 3 clusters Score -1159083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1159139.375000 Penalty: 4522.367676
	Iteration 25Q: 3 clusters Score -1159139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1159165.125000 Penalty: 4522.367676
	Iteration 26Q: 3 clusters Score -1159165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1159180.000000 Penalty: 4522.367676
	Iteration 27Q: 3 clusters Score -1159180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1159197.750000 Penalty: 4522.367676
	Iteration 28Q: 3 clusters Score -1159198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1159212.625000 Penalty: 4522.367676
	Iteration 29Q: 3 clusters Score -1159213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1159216.625000 Penalty: 4522.367676
	Iteration 30Q: 3 clusters Score -1159217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1159220.875000 Penalty: 4522.367676
	Iteration 31Q: 3 clusters Score -1159221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1159227.375000 Penalty: 4522.367676
	Iteration 32Q: 3 clusters Score -1159227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1159233.500000 Penalty: 4522.367676
	Iteration 33Q: 3 clusters Score -1159234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1159236.625000 Penalty: 4522.367676
	Iteration 34Q: 3 clusters Score -1159237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1159239.125000 Penalty: 4522.367676
	Iteration 35Q: 3 clusters Score -1159239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1159241.125000 Penalty: 4522.367676
	Iteration 36Q: 3 clusters Score -1159241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1159244.000000 Penalty: 4522.367676
	Iteration 37Q: 3 clusters Score -1159244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1159245.125000 Penalty: 4522.367676
	Iteration 38Q: 3 clusters Score -1159245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1159246.250000 Penalty: 4522.367676
	Iteration 39Q: 3 clusters Score -1159246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1159247.500000 Penalty: 4522.367676
	Iteration 40F: 3 clusters Score -1159248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1159249.000000 Penalty: 4522.367676
	Iteration 41Q: 3 clusters Score -1159249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1159250.875000 Penalty: 4522.367676
	Iteration 42Q: 3 clusters Score -1159251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1159256.375000 Penalty: 4522.367676
	Iteration 43Q: 3 clusters Score -1159256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1159259.250000 Penalty: 4522.367676
	Iteration 44Q: 3 clusters Score -1159259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1159260.125000 Penalty: 4522.367676
	Iteration 45Q: 3 clusters Score -1159260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1159260.500000 Penalty: 4522.367676
	Iteration 46Q: 3 clusters Score -1159260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1159263.250000 Penalty: 4522.367676
	Iteration 47Q: 3 clusters Score -1159263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1159264.375000 Penalty: 4522.367676
	Iteration 48Q: 3 clusters Score -1159264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1159266.500000 Penalty: 4522.367676
	Iteration 49Q: 3 clusters Score -1159266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1159269.500000 Penalty: 4522.367676
	Iteration 50Q: 3 clusters Score -1159270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1159270.500000 Penalty: 4522.367676
	Iteration 51Q: 3 clusters Score -1159270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1159271.625000 Penalty: 4522.367676
	Iteration 52Q: 3 clusters Score -1159272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1159271.625000 Penalty: 4522.367676
	Iteration 53F: 3 clusters Score -1159272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Entering Unmasked Estep 
Score: -3232875.000000 Penalty: 2510.390625
	Iteration 0F: 2 clusters Score -3232875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3215674.750000 Penalty: 5020.781250
	Iteration 0F: 3 clusters Score -3215675 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3221548.500000 Penalty: 5020.781250
	Iteration 1F: 3 clusters Score -3221548 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3221939.750000 Penalty: 5020.781250
	Iteration 2Q: 3 clusters Score -3221940 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3222278.500000 Penalty: 5020.781250
	Iteration 3Q: 3 clusters Score -3222278 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3222622.750000 Penalty: 5020.781250
	Iteration 4Q: 3 clusters Score -3222623 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3223037.000000 Penalty: 5020.781250
	Iteration 5Q: 3 clusters Score -3223037 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3223603.000000 Penalty: 5020.781250
	Iteration 6Q: 3 clusters Score -3223603 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3224440.750000 Penalty: 5020.781250
	Iteration 7F: 3 clusters Score -3224441 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3225582.500000 Penalty: 5020.781250
	Iteration 8F: 3 clusters Score -3225582 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3226945.500000 Penalty: 5020.781250
	Iteration 9F: 3 clusters Score -3226946 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3228206.000000 Penalty: 5020.781250
	Iteration 10F: 3 clusters Score -3228206 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3229214.750000 Penalty: 5020.781250
	Iteration 11Q: 3 clusters Score -3229215 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3229890.000000 Penalty: 5020.781250
	Iteration 12Q: 3 clusters Score -3229890 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3230243.250000 Penalty: 5020.781250
	Iteration 13Q: 3 clusters Score -3230243 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3230427.500000 Penalty: 5020.781250
	Iteration 14Q: 3 clusters Score -3230428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3230561.000000 Penalty: 5020.781250
	Iteration 15Q: 3 clusters Score -3230561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3230633.750000 Penalty: 5020.781250
	Iteration 16Q: 3 clusters Score -3230634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3230695.000000 Penalty: 5020.781250
	Iteration 17Q: 3 clusters Score -3230695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3230740.000000 Penalty: 5020.781250
	Iteration 18Q: 3 clusters Score -3230740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3230764.750000 Penalty: 5020.781250
	Iteration 19Q: 3 clusters Score -3230765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3230789.750000 Penalty: 5020.781250
	Iteration 20F: 3 clusters Score -3230790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3230807.000000 Penalty: 5020.781250
	Iteration 21Q: 3 clusters Score -3230807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3230820.500000 Penalty: 5020.781250
	Iteration 22Q: 3 clusters Score -3230820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3230841.750000 Penalty: 5020.781250
	Iteration 23Q: 3 clusters Score -3230842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3230856.250000 Penalty: 5020.781250
	Iteration 24Q: 3 clusters Score -3230856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3230862.000000 Penalty: 5020.781250
	Iteration 25Q: 3 clusters Score -3230862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3230868.000000 Penalty: 5020.781250
	Iteration 26Q: 3 clusters Score -3230868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3230878.500000 Penalty: 5020.781250
	Iteration 27Q: 3 clusters Score -3230878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3230876.500000 Penalty: 5020.781250
	Iteration 28Q: 3 clusters Score -3230876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3230878.750000 Penalty: 5020.781250
	Iteration 29Q: 3 clusters Score -3230879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3230879.000000 Penalty: 5020.781250
	Iteration 30Q: 3 clusters Score -3230879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3230881.750000 Penalty: 5020.781250
	Iteration 31Q: 3 clusters Score -3230882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3230882.750000 Penalty: 5020.781250
	Iteration 32Q: 3 clusters Score -3230883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3230879.500000 Penalty: 5020.781250
	Iteration 33Q: 3 clusters Score -3230880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3230882.500000 Penalty: 5020.781250
	Iteration 34Q: 3 clusters Score -3230882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3230880.250000 Penalty: 5020.781250
	Iteration 35Q: 3 clusters Score -3230880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3230879.500000 Penalty: 5020.781250
	Iteration 36Q: 3 clusters Score -3230880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3230879.500000 Penalty: 5020.781250
	Iteration 37F: 3 clusters Score -3230880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -145844.453125 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -145844.5 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 681 members 
Entering Unmasked Estep 
Score: -143856.546875 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -143856.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144973.281250 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -144973.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -145993.625000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -145993.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146581.687500 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -146581.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146846.046875 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -146846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147112.468750 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -147112.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147300.359375 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -147300.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147356.796875 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -147356.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147387.859375 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -147387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147476.921875 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -147476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147491.875000 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -147491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147501.031250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -147501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -147508.453125 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -147508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -147511.843750 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -147511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147515.781250 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -147515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -147516.140625 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -147516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -147516.468750 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -147516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -147536.000000 Penalty: 3592.782471
	Iteration 17F: 3 clusters Score -147536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147616.906250 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -147616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -147675.218750 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -147675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -147708.312500 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -147708.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147817.703125 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -147817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -147867.687500 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -147867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -147875.718750 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -147875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -147875.718750 Penalty: 3592.782471
	Iteration 24F: 3 clusters Score -147875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 271085 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 60080 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15563 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 47673 members 
Mstep: Class 30 contains 15059 members 
Mstep: Class 31 contains 1361 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 909 members 
Entering Unmasked Estep 
Score: -104935304.000000 Penalty: 111635.625000
Splitting cluster 20 changes total score from -104931848.000000 to -104935304.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (43430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Entering Unmasked Estep 
Score: -5525204.500000 Penalty: 2648.368652
	Iteration 0F: 2 clusters Score -5525204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5495634.500000 Penalty: 5296.737305
	Iteration 0F: 3 clusters Score -5495634 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5506720.500000 Penalty: 5296.737305
	Iteration 1F: 3 clusters Score -5506720 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5507352.000000 Penalty: 5296.737305
	Iteration 2Q: 3 clusters Score -5507352 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5507959.000000 Penalty: 5296.737305
	Iteration 3Q: 3 clusters Score -5507959 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5508822.500000 Penalty: 5296.737305
	Iteration 4Q: 3 clusters Score -5508822 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5510088.500000 Penalty: 5296.737305
	Iteration 5F: 3 clusters Score -5510088 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5512196.500000 Penalty: 5296.737305
	Iteration 6F: 3 clusters Score -5512196 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5515191.000000 Penalty: 5296.737305
	Iteration 7F: 3 clusters Score -5515191 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5518287.500000 Penalty: 5296.737305
	Iteration 8F: 3 clusters Score -5518288 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5520690.000000 Penalty: 5296.737305
	Iteration 9F: 3 clusters Score -5520690 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5522004.500000 Penalty: 5296.737305
	Iteration 10Q: 3 clusters Score -5522004 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5522552.500000 Penalty: 5296.737305
	Iteration 11Q: 3 clusters Score -5522552 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -5522747.500000 Penalty: 5296.737305
	Iteration 12Q: 3 clusters Score -5522748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5522844.500000 Penalty: 5296.737305
	Iteration 13Q: 3 clusters Score -5522844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -5522896.000000 Penalty: 5296.737305
	Iteration 14Q: 3 clusters Score -5522896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5522932.000000 Penalty: 5296.737305
	Iteration 15Q: 3 clusters Score -5522932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -5522943.500000 Penalty: 5296.737305
	Iteration 16Q: 3 clusters Score -5522944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5522945.500000 Penalty: 5296.737305
	Iteration 17Q: 3 clusters Score -5522946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5522943.500000 Penalty: 5296.737305
	Iteration 18Q: 3 clusters Score -5522944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5522948.500000 Penalty: 5296.737305
	Iteration 19Q: 3 clusters Score -5522948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5522952.500000 Penalty: 5296.737305
	Iteration 20F: 3 clusters Score -5522952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5522959.000000 Penalty: 5296.737305
	Iteration 21Q: 3 clusters Score -5522959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5522960.500000 Penalty: 5296.737305
	Iteration 22Q: 3 clusters Score -5522960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5522963.000000 Penalty: 5296.737305
	Iteration 23Q: 3 clusters Score -5522963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5522971.500000 Penalty: 5296.737305
	Iteration 24Q: 3 clusters Score -5522972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5522968.500000 Penalty: 5296.737305
	Iteration 25Q: 3 clusters Score -5522968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5522968.500000 Penalty: 5296.737305
	Iteration 26F: 3 clusters Score -5522968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Entering Unmasked Estep 
Score: -2861085.250000 Penalty: 2483.394287
	Iteration 0F: 2 clusters Score -2861085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2845586.750000 Penalty: 4966.788574
	Iteration 0F: 3 clusters Score -2845587 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2850965.750000 Penalty: 4966.788574
	Iteration 1F: 3 clusters Score -2850966 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2851507.500000 Penalty: 4966.788574
	Iteration 2F: 3 clusters Score -2851508 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2852199.750000 Penalty: 4966.788574
	Iteration 3F: 3 clusters Score -2852200 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2853400.000000 Penalty: 4966.788574
	Iteration 4F: 3 clusters Score -2853400 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2855082.000000 Penalty: 4966.788574
	Iteration 5F: 3 clusters Score -2855082 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2857032.000000 Penalty: 4966.788574
	Iteration 6F: 3 clusters Score -2857032 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2858519.750000 Penalty: 4966.788574
	Iteration 7F: 3 clusters Score -2858520 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2859458.000000 Penalty: 4966.788574
	Iteration 8Q: 3 clusters Score -2859458 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2859980.250000 Penalty: 4966.788574
	Iteration 9Q: 3 clusters Score -2859980 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2860195.250000 Penalty: 4966.788574
	Iteration 10Q: 3 clusters Score -2860195 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2860259.000000 Penalty: 4966.788574
	Iteration 11Q: 3 clusters Score -2860259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2860292.500000 Penalty: 4966.788574
	Iteration 12Q: 3 clusters Score -2860292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2860315.750000 Penalty: 4966.788574
	Iteration 13Q: 3 clusters Score -2860316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2860318.500000 Penalty: 4966.788574
	Iteration 14Q: 3 clusters Score -2860318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2860322.750000 Penalty: 4966.788574
	Iteration 15Q: 3 clusters Score -2860323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2860322.750000 Penalty: 4966.788574
	Iteration 16Q: 3 clusters Score -2860323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2860319.500000 Penalty: 4966.788574
	Iteration 17Q: 3 clusters Score -2860320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2860320.750000 Penalty: 4966.788574
	Iteration 18Q: 3 clusters Score -2860321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2860323.750000 Penalty: 4966.788574
	Iteration 19Q: 3 clusters Score -2860324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2860324.250000 Penalty: 4966.788574
	Iteration 20F: 3 clusters Score -2860324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -529368.375000 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -529368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -525289.000000 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -525289 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -526178.687500 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -526178.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -526365.562500 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -526365.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -526493.875000 Penalty: 4153.854980
	Iteration 3F: 3 clusters Score -526493.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -526583.375000 Penalty: 4153.854980
	Iteration 4Q: 3 clusters Score -526583.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -526668.250000 Penalty: 4153.854980
	Iteration 5Q: 3 clusters Score -526668.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -526752.812500 Penalty: 4153.854980
	Iteration 6Q: 3 clusters Score -526752.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -526822.500000 Penalty: 4153.854980
	Iteration 7Q: 3 clusters Score -526822.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -526884.125000 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -526884.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -526942.937500 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -526942.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -527004.312500 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -527004.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -527067.250000 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -527067.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -527131.250000 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -527131.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -527207.187500 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -527207.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -527272.437500 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -527272.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -527329.437500 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -527329.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -527392.937500 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -527392.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -527451.187500 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -527451.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -527512.375000 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -527512.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -527583.437500 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -527583.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -527641.812500 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -527641.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -527694.625000 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -527694.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -527746.312500 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -527746.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -527797.375000 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -527797.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -527858.312500 Penalty: 4153.854980
	Iteration 24Q: 3 clusters Score -527858.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -527934.375000 Penalty: 4153.854980
	Iteration 25Q: 3 clusters Score -527934.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -528004.562500 Penalty: 4153.854980
	Iteration 26Q: 3 clusters Score -528004.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -528076.625000 Penalty: 4153.854980
	Iteration 27Q: 3 clusters Score -528076.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -528139.250000 Penalty: 4153.854980
	Iteration 28Q: 3 clusters Score -528139.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -528178.062500 Penalty: 4153.854980
	Iteration 29Q: 3 clusters Score -528178.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -528212.437500 Penalty: 4153.854980
	Iteration 30Q: 3 clusters Score -528212.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -528241.687500 Penalty: 4153.854980
	Iteration 31Q: 3 clusters Score -528241.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -528261.687500 Penalty: 4153.854980
	Iteration 32Q: 3 clusters Score -528261.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528280.250000 Penalty: 4153.854980
	Iteration 33Q: 3 clusters Score -528280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -528297.875000 Penalty: 4153.854980
	Iteration 34Q: 3 clusters Score -528297.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -528310.375000 Penalty: 4153.854980
	Iteration 35Q: 3 clusters Score -528310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -528316.625000 Penalty: 4153.854980
	Iteration 36Q: 3 clusters Score -528316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -528320.000000 Penalty: 4153.854980
	Iteration 37Q: 3 clusters Score -528320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528321.375000 Penalty: 4153.854980
	Iteration 38Q: 3 clusters Score -528321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528323.000000 Penalty: 4153.854980
	Iteration 39Q: 3 clusters Score -528323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528324.187500 Penalty: 4153.854980
	Iteration 40F: 3 clusters Score -528324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -528328.062500 Penalty: 4153.854980
	Iteration 41Q: 3 clusters Score -528328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -528331.500000 Penalty: 4153.854980
	Iteration 42Q: 3 clusters Score -528331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -528334.375000 Penalty: 4153.854980
	Iteration 43Q: 3 clusters Score -528334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -528338.000000 Penalty: 4153.854980
	Iteration 44Q: 3 clusters Score -528338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -528340.000000 Penalty: 4153.854980
	Iteration 45Q: 3 clusters Score -528340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -528343.500000 Penalty: 4153.854980
	Iteration 46Q: 3 clusters Score -528343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -528344.125000 Penalty: 4153.854980
	Iteration 47Q: 3 clusters Score -528344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -528344.125000 Penalty: 4153.854980
	Iteration 48F: 3 clusters Score -528344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -1759184.375000 Penalty: 2393.857666
	Iteration 0F: 2 clusters Score -1759184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1747943.375000 Penalty: 4787.715332
	Iteration 0F: 3 clusters Score -1747943 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1751636.250000 Penalty: 4787.715332
	Iteration 1F: 3 clusters Score -1751636 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1752187.375000 Penalty: 4787.715332
	Iteration 2F: 3 clusters Score -1752187 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1752691.625000 Penalty: 4787.715332
	Iteration 3F: 3 clusters Score -1752692 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1753097.375000 Penalty: 4787.715332
	Iteration 4F: 3 clusters Score -1753097 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1753476.000000 Penalty: 4787.715332
	Iteration 5Q: 3 clusters Score -1753476 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1753862.125000 Penalty: 4787.715332
	Iteration 6Q: 3 clusters Score -1753862 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1754224.500000 Penalty: 4787.715332
	Iteration 7Q: 3 clusters Score -1754224 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1754520.375000 Penalty: 4787.715332
	Iteration 8Q: 3 clusters Score -1754520 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1754743.500000 Penalty: 4787.715332
	Iteration 9Q: 3 clusters Score -1754744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1754914.125000 Penalty: 4787.715332
	Iteration 10Q: 3 clusters Score -1754914 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1755055.250000 Penalty: 4787.715332
	Iteration 11Q: 3 clusters Score -1755055 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1755178.000000 Penalty: 4787.715332
	Iteration 12Q: 3 clusters Score -1755178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1755292.625000 Penalty: 4787.715332
	Iteration 13Q: 3 clusters Score -1755293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1755398.250000 Penalty: 4787.715332
	Iteration 14Q: 3 clusters Score -1755398 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1755508.250000 Penalty: 4787.715332
	Iteration 15Q: 3 clusters Score -1755508 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1755614.750000 Penalty: 4787.715332
	Iteration 16Q: 3 clusters Score -1755615 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1755703.875000 Penalty: 4787.715332
	Iteration 17Q: 3 clusters Score -1755704 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1755782.375000 Penalty: 4787.715332
	Iteration 18Q: 3 clusters Score -1755782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1755845.375000 Penalty: 4787.715332
	Iteration 19Q: 3 clusters Score -1755845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1755899.000000 Penalty: 4787.715332
	Iteration 20F: 3 clusters Score -1755899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1755941.250000 Penalty: 4787.715332
	Iteration 21Q: 3 clusters Score -1755941 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1755989.000000 Penalty: 4787.715332
	Iteration 22Q: 3 clusters Score -1755989 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1756033.000000 Penalty: 4787.715332
	Iteration 23Q: 3 clusters Score -1756033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1756079.250000 Penalty: 4787.715332
	Iteration 24Q: 3 clusters Score -1756079 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1756119.250000 Penalty: 4787.715332
	Iteration 25Q: 3 clusters Score -1756119 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1756152.375000 Penalty: 4787.715332
	Iteration 26Q: 3 clusters Score -1756152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1756174.250000 Penalty: 4787.715332
	Iteration 27Q: 3 clusters Score -1756174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1756208.250000 Penalty: 4787.715332
	Iteration 28Q: 3 clusters Score -1756208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1756232.500000 Penalty: 4787.715332
	Iteration 29Q: 3 clusters Score -1756232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1756257.375000 Penalty: 4787.715332
	Iteration 30Q: 3 clusters Score -1756257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1756271.500000 Penalty: 4787.715332
	Iteration 31Q: 3 clusters Score -1756272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1756282.250000 Penalty: 4787.715332
	Iteration 32Q: 3 clusters Score -1756282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1756297.250000 Penalty: 4787.715332
	Iteration 33Q: 3 clusters Score -1756297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1756309.000000 Penalty: 4787.715332
	Iteration 34Q: 3 clusters Score -1756309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1756319.500000 Penalty: 4787.715332
	Iteration 35Q: 3 clusters Score -1756320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1756325.125000 Penalty: 4787.715332
	Iteration 36Q: 3 clusters Score -1756325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1756333.375000 Penalty: 4787.715332
	Iteration 37Q: 3 clusters Score -1756333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1756342.375000 Penalty: 4787.715332
	Iteration 38Q: 3 clusters Score -1756342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1756347.375000 Penalty: 4787.715332
	Iteration 39Q: 3 clusters Score -1756347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1756353.750000 Penalty: 4787.715332
	Iteration 40F: 3 clusters Score -1756354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1756354.750000 Penalty: 4787.715332
	Iteration 41Q: 3 clusters Score -1756355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1756352.250000 Penalty: 4787.715332
	Iteration 42Q: 3 clusters Score -1756352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1756362.500000 Penalty: 4787.715332
	Iteration 43Q: 3 clusters Score -1756362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1756359.750000 Penalty: 4787.715332
	Iteration 44Q: 3 clusters Score -1756360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1756364.250000 Penalty: 4787.715332
	Iteration 45Q: 3 clusters Score -1756364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1756372.000000 Penalty: 4787.715332
	Iteration 46Q: 3 clusters Score -1756372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1756371.375000 Penalty: 4787.715332
	Iteration 47Q: 3 clusters Score -1756371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1756376.125000 Penalty: 4787.715332
	Iteration 48Q: 3 clusters Score -1756376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1756383.500000 Penalty: 4787.715332
	Iteration 49Q: 3 clusters Score -1756384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1756387.125000 Penalty: 4787.715332
	Iteration 50Q: 3 clusters Score -1756387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1756388.250000 Penalty: 4787.715332
	Iteration 51Q: 3 clusters Score -1756388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1756397.250000 Penalty: 4787.715332
	Iteration 52Q: 3 clusters Score -1756397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1756404.250000 Penalty: 4787.715332
	Iteration 53Q: 3 clusters Score -1756404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1756411.000000 Penalty: 4787.715332
	Iteration 54Q: 3 clusters Score -1756411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1756424.250000 Penalty: 4787.715332
	Iteration 55Q: 3 clusters Score -1756424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1756424.500000 Penalty: 4787.715332
	Iteration 56Q: 3 clusters Score -1756424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1756437.875000 Penalty: 4787.715332
	Iteration 57Q: 3 clusters Score -1756438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1756442.000000 Penalty: 4787.715332
	Iteration 58Q: 3 clusters Score -1756442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1756450.125000 Penalty: 4787.715332
	Iteration 59Q: 3 clusters Score -1756450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1756463.250000 Penalty: 4787.715332
	Iteration 60F: 3 clusters Score -1756463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1756475.750000 Penalty: 4787.715332
	Iteration 61Q: 3 clusters Score -1756476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1756486.000000 Penalty: 4787.715332
	Iteration 62Q: 3 clusters Score -1756486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1756498.500000 Penalty: 4787.715332
	Iteration 63Q: 3 clusters Score -1756498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1756503.875000 Penalty: 4787.715332
	Iteration 64Q: 3 clusters Score -1756504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1756515.125000 Penalty: 4787.715332
	Iteration 65Q: 3 clusters Score -1756515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1756530.625000 Penalty: 4787.715332
	Iteration 66Q: 3 clusters Score -1756531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1756539.500000 Penalty: 4787.715332
	Iteration 67Q: 3 clusters Score -1756540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1756550.250000 Penalty: 4787.715332
	Iteration 68Q: 3 clusters Score -1756550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1756563.000000 Penalty: 4787.715332
	Iteration 69Q: 3 clusters Score -1756563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1756574.125000 Penalty: 4787.715332
	Iteration 70Q: 3 clusters Score -1756574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1756581.875000 Penalty: 4787.715332
	Iteration 71Q: 3 clusters Score -1756582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1756583.625000 Penalty: 4787.715332
	Iteration 72Q: 3 clusters Score -1756584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1756589.875000 Penalty: 4787.715332
	Iteration 73Q: 3 clusters Score -1756590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1756590.375000 Penalty: 4787.715332
	Iteration 74Q: 3 clusters Score -1756590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1756595.250000 Penalty: 4787.715332
	Iteration 75Q: 3 clusters Score -1756595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1756599.500000 Penalty: 4787.715332
	Iteration 76Q: 3 clusters Score -1756600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1756597.375000 Penalty: 4787.715332
	Iteration 77Q: 3 clusters Score -1756597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1756605.750000 Penalty: 4787.715332
	Iteration 78Q: 3 clusters Score -1756606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1756605.125000 Penalty: 4787.715332
	Iteration 79Q: 3 clusters Score -1756605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1756610.500000 Penalty: 4787.715332
	Iteration 80F: 3 clusters Score -1756610 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1756616 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1756614 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1756618 nChanged 26
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Mstep: Class 1 contains 10694 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1756629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1756629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1756633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1756633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1756634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1756636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1756635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1756637.875000 Penalty: 4787.715332
	Iteration 91Q: 3 clusters Score -1756638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1756636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1756636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1756636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1756643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1756646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1756653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1756654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1756660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1756664.625000 Penalty: 4787.715332
	Iteration 100F: 3 clusters Score -1756665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1756667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1756672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1756682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1756691.375000 Penalty: 4787.715332
	Iteration 104Q: 3 clusters Score -1756691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1756695 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1756696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1756696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1756701.000000 Penalty: 4787.715332
	Iteration 108Q: 3 clusters Score -1756701 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1756705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1756710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1756711.250000 Penalty: 4787.715332
	Iteration 111Q: 3 clusters Score -1756711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1756717 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1756722.625000 Penalty: 4787.715332
	Iteration 113Q: 3 clusters Score -1756723 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1756724 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1756734 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1756738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1756741 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1756744 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1756751.250000 Penalty: 4787.715332
	Iteration 119Q: 3 clusters Score -1756751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1756753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1756756 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1756767 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1756772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1756784.625000 Penalty: 4787.715332
	Iteration 124Q: 3 clusters Score -1756785 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1756800 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1756809 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1756830 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1756843.875000 Penalty: 4787.715332
	Iteration 128Q: 3 clusters Score -1756844 nChanged 68
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Mstep: Class 1 contains 12042 members 
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	Iteration 129Q: 3 clusters Score -1756855 nChanged 79
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Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3444 members 
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	Iteration 130Q: 3 clusters Score -1756868 nChanged 77
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Mstep: Class 1 contains 12188 members 
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	Iteration 131Q: 3 clusters Score -1756893 nChanged 62
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Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1756906 nChanged 53
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Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1756916 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1756923.500000 Penalty: 4787.715332
	Iteration 134Q: 3 clusters Score -1756924 nChanged 46
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Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1756932.500000 Penalty: 4787.715332
	Iteration 135Q: 3 clusters Score -1756932 nChanged 53
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Mstep: Class 1 contains 12435 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1756953 nChanged 45
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Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1756956 nChanged 47
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Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1756966 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1756972 nChanged 27
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Mstep: Class 1 contains 12581 members 
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	Iteration 140F: 3 clusters Score -1756977 nChanged 33
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Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1756983 nChanged 41
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Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1756990 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1756999 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12744 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1757011 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1757011 nChanged 39
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Mstep: Class 1 contains 12820 members 
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Entering Unmasked Estep 
Score: -1757022.625000 Penalty: 4787.715332
	Iteration 146Q: 3 clusters Score -1757023 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1757037 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1757051.625000 Penalty: 4787.715332
	Iteration 148Q: 3 clusters Score -1757052 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1757057 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12982 members 
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	Iteration 150Q: 3 clusters Score -1757072 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1757073 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1757078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1757086 nChanged 39
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Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1757096 nChanged 42
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Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1757110.000000 Penalty: 4787.715332
	Iteration 155Q: 3 clusters Score -1757110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1757118.250000 Penalty: 4787.715332
	Iteration 156Q: 3 clusters Score -1757118 nChanged 55
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Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1757134.625000 Penalty: 4787.715332
	Iteration 157Q: 3 clusters Score -1757135 nChanged 60
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Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1757152.500000 Penalty: 4787.715332
	Iteration 158Q: 3 clusters Score -1757152 nChanged 68
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Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1757179 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1757200.750000 Penalty: 4787.715332
	Iteration 160F: 3 clusters Score -1757201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1757235.125000 Penalty: 4787.715332
	Iteration 161Q: 3 clusters Score -1757235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1757269.000000 Penalty: 4787.715332
	Iteration 162Q: 3 clusters Score -1757269 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1757301.000000 Penalty: 4787.715332
	Iteration 163Q: 3 clusters Score -1757301 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1757322.000000 Penalty: 4787.715332
	Iteration 164Q: 3 clusters Score -1757322 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1757352.375000 Penalty: 4787.715332
	Iteration 165Q: 3 clusters Score -1757352 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1757379.875000 Penalty: 4787.715332
	Iteration 166Q: 3 clusters Score -1757380 nChanged 64
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Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1757410.125000 Penalty: 4787.715332
	Iteration 167Q: 3 clusters Score -1757410 nChanged 54
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Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1757422.750000 Penalty: 4787.715332
	Iteration 168Q: 3 clusters Score -1757423 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1757432.500000 Penalty: 4787.715332
	Iteration 169Q: 3 clusters Score -1757432 nChanged 37
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Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1757451.500000 Penalty: 4787.715332
	Iteration 170Q: 3 clusters Score -1757452 nChanged 28
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Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1757461.750000 Penalty: 4787.715332
	Iteration 171Q: 3 clusters Score -1757462 nChanged 27
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Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1757473.875000 Penalty: 4787.715332
	Iteration 172Q: 3 clusters Score -1757474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1757477.000000 Penalty: 4787.715332
	Iteration 173Q: 3 clusters Score -1757477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1757485.000000 Penalty: 4787.715332
	Iteration 174Q: 3 clusters Score -1757485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1757485.875000 Penalty: 4787.715332
	Iteration 175Q: 3 clusters Score -1757486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1757496.625000 Penalty: 4787.715332
	Iteration 176Q: 3 clusters Score -1757497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1757504.375000 Penalty: 4787.715332
	Iteration 177Q: 3 clusters Score -1757504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1757507.750000 Penalty: 4787.715332
	Iteration 178Q: 3 clusters Score -1757508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1757513.875000 Penalty: 4787.715332
	Iteration 179Q: 3 clusters Score -1757514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1757520.500000 Penalty: 4787.715332
	Iteration 180F: 3 clusters Score -1757520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1757519.250000 Penalty: 4787.715332
	Iteration 181Q: 3 clusters Score -1757519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1757522.750000 Penalty: 4787.715332
	Iteration 182Q: 3 clusters Score -1757523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1757524.000000 Penalty: 4787.715332
	Iteration 183Q: 3 clusters Score -1757524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1757530.500000 Penalty: 4787.715332
	Iteration 184Q: 3 clusters Score -1757530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1757534.625000 Penalty: 4787.715332
	Iteration 185Q: 3 clusters Score -1757535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1757537.125000 Penalty: 4787.715332
	Iteration 186Q: 3 clusters Score -1757537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1757540.000000 Penalty: 4787.715332
	Iteration 187Q: 3 clusters Score -1757540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1757543.000000 Penalty: 4787.715332
	Iteration 188Q: 3 clusters Score -1757543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1757543.375000 Penalty: 4787.715332
	Iteration 189Q: 3 clusters Score -1757543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1757543.250000 Penalty: 4787.715332
	Iteration 190Q: 3 clusters Score -1757543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1757544.500000 Penalty: 4787.715332
	Iteration 191Q: 3 clusters Score -1757544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1757544.500000 Penalty: 4787.715332
	Iteration 192F: 3 clusters Score -1757544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Entering Unmasked Estep 
Score: -2092945.375000 Penalty: 2398.138916
	Iteration 0F: 2 clusters Score -2092945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2081592.625000 Penalty: 4796.277832
	Iteration 0F: 3 clusters Score -2081593 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2085243.500000 Penalty: 4796.277832
	Iteration 1F: 3 clusters Score -2085244 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2085656.250000 Penalty: 4796.277832
	Iteration 2F: 3 clusters Score -2085656 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2086094.125000 Penalty: 4796.277832
	Iteration 3F: 3 clusters Score -2086094 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2086576.000000 Penalty: 4796.277832
	Iteration 4F: 3 clusters Score -2086576 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2087147.500000 Penalty: 4796.277832
	Iteration 5F: 3 clusters Score -2087148 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2087854.375000 Penalty: 4796.277832
	Iteration 6F: 3 clusters Score -2087854 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2088604.000000 Penalty: 4796.277832
	Iteration 7F: 3 clusters Score -2088604 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2089270.250000 Penalty: 4796.277832
	Iteration 8Q: 3 clusters Score -2089270 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2089785.875000 Penalty: 4796.277832
	Iteration 9Q: 3 clusters Score -2089786 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2090120.750000 Penalty: 4796.277832
	Iteration 10Q: 3 clusters Score -2090121 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2090306.750000 Penalty: 4796.277832
	Iteration 11Q: 3 clusters Score -2090307 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2090415.125000 Penalty: 4796.277832
	Iteration 12Q: 3 clusters Score -2090415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2090510.125000 Penalty: 4796.277832
	Iteration 13Q: 3 clusters Score -2090510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2090592.000000 Penalty: 4796.277832
	Iteration 14Q: 3 clusters Score -2090592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2090654.625000 Penalty: 4796.277832
	Iteration 15Q: 3 clusters Score -2090655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2090694.875000 Penalty: 4796.277832
	Iteration 16Q: 3 clusters Score -2090695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2090722.125000 Penalty: 4796.277832
	Iteration 17Q: 3 clusters Score -2090722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2090746.375000 Penalty: 4796.277832
	Iteration 18Q: 3 clusters Score -2090746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2090763.625000 Penalty: 4796.277832
	Iteration 19Q: 3 clusters Score -2090764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2090778.000000 Penalty: 4796.277832
	Iteration 20F: 3 clusters Score -2090778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2090788.125000 Penalty: 4796.277832
	Iteration 21Q: 3 clusters Score -2090788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2090802.375000 Penalty: 4796.277832
	Iteration 22Q: 3 clusters Score -2090802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2090810.875000 Penalty: 4796.277832
	Iteration 23Q: 3 clusters Score -2090811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2090818.375000 Penalty: 4796.277832
	Iteration 24Q: 3 clusters Score -2090818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2090826.875000 Penalty: 4796.277832
	Iteration 25Q: 3 clusters Score -2090827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2090836.500000 Penalty: 4796.277832
	Iteration 26Q: 3 clusters Score -2090836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2090838.375000 Penalty: 4796.277832
	Iteration 27Q: 3 clusters Score -2090838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2090841.375000 Penalty: 4796.277832
	Iteration 28Q: 3 clusters Score -2090841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2090846.000000 Penalty: 4796.277832
	Iteration 29Q: 3 clusters Score -2090846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2090853.125000 Penalty: 4796.277832
	Iteration 30Q: 3 clusters Score -2090853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2090862.375000 Penalty: 4796.277832
	Iteration 31Q: 3 clusters Score -2090862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2090869.500000 Penalty: 4796.277832
	Iteration 32Q: 3 clusters Score -2090870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2090868.875000 Penalty: 4796.277832
	Iteration 33Q: 3 clusters Score -2090869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2090872.125000 Penalty: 4796.277832
	Iteration 34Q: 3 clusters Score -2090872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2090872.500000 Penalty: 4796.277832
	Iteration 35Q: 3 clusters Score -2090872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2090875.375000 Penalty: 4796.277832
	Iteration 36Q: 3 clusters Score -2090875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2090878.625000 Penalty: 4796.277832
	Iteration 37Q: 3 clusters Score -2090879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2090882.875000 Penalty: 4796.277832
	Iteration 38Q: 3 clusters Score -2090883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2090884.750000 Penalty: 4796.277832
	Iteration 39Q: 3 clusters Score -2090885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2090887.500000 Penalty: 4796.277832
	Iteration 40F: 3 clusters Score -2090888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2090892.625000 Penalty: 4796.277832
	Iteration 41Q: 3 clusters Score -2090893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2090893.875000 Penalty: 4796.277832
	Iteration 42Q: 3 clusters Score -2090894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2090893.875000 Penalty: 4796.277832
	Iteration 43F: 3 clusters Score -2090894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -498568.406250 Penalty: 2053.804932
	Iteration 0F: 2 clusters Score -498568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -494710.437500 Penalty: 4107.609863
	Iteration 0F: 3 clusters Score -494710.4 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -495535.343750 Penalty: 4107.609863
	Iteration 1F: 3 clusters Score -495535.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -495730.906250 Penalty: 4107.609863
	Iteration 2F: 3 clusters Score -495730.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -495835.375000 Penalty: 4107.609863
	Iteration 3Q: 3 clusters Score -495835.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -495899.062500 Penalty: 4107.609863
	Iteration 4Q: 3 clusters Score -495899.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -495945.937500 Penalty: 4107.609863
	Iteration 5Q: 3 clusters Score -495945.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -495977.250000 Penalty: 4107.609863
	Iteration 6Q: 3 clusters Score -495977.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -496004.250000 Penalty: 4107.609863
	Iteration 7Q: 3 clusters Score -496004.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496025.468750 Penalty: 4107.609863
	Iteration 8Q: 3 clusters Score -496025.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -496043.843750 Penalty: 4107.609863
	Iteration 9Q: 3 clusters Score -496043.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -496059.781250 Penalty: 4107.609863
	Iteration 10Q: 3 clusters Score -496059.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -496069.687500 Penalty: 4107.609863
	Iteration 11Q: 3 clusters Score -496069.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -496077.875000 Penalty: 4107.609863
	Iteration 12Q: 3 clusters Score -496077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -496083.812500 Penalty: 4107.609863
	Iteration 13Q: 3 clusters Score -496083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -496090.281250 Penalty: 4107.609863
	Iteration 14Q: 3 clusters Score -496090.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -496093.531250 Penalty: 4107.609863
	Iteration 15Q: 3 clusters Score -496093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496097.125000 Penalty: 4107.609863
	Iteration 16Q: 3 clusters Score -496097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496100.312500 Penalty: 4107.609863
	Iteration 17Q: 3 clusters Score -496100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -496102.968750 Penalty: 4107.609863
	Iteration 18Q: 3 clusters Score -496103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -496104.968750 Penalty: 4107.609863
	Iteration 19Q: 3 clusters Score -496105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -496105.031250 Penalty: 4107.609863
	Iteration 20F: 3 clusters Score -496105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -496107.812500 Penalty: 4107.609863
	Iteration 21Q: 3 clusters Score -496107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -496110.000000 Penalty: 4107.609863
	Iteration 22Q: 3 clusters Score -496110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -496112.656250 Penalty: 4107.609863
	Iteration 23Q: 3 clusters Score -496112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -496116.343750 Penalty: 4107.609863
	Iteration 24Q: 3 clusters Score -496116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496118.843750 Penalty: 4107.609863
	Iteration 25Q: 3 clusters Score -496118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496124.031250 Penalty: 4107.609863
	Iteration 26Q: 3 clusters Score -496124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496130.906250 Penalty: 4107.609863
	Iteration 27Q: 3 clusters Score -496130.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496135.812500 Penalty: 4107.609863
	Iteration 28Q: 3 clusters Score -496135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496140.781250 Penalty: 4107.609863
	Iteration 29Q: 3 clusters Score -496140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -496146.437500 Penalty: 4107.609863
	Iteration 30Q: 3 clusters Score -496146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -496151.375000 Penalty: 4107.609863
	Iteration 31Q: 3 clusters Score -496151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -496154.437500 Penalty: 4107.609863
	Iteration 32Q: 3 clusters Score -496154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -496157.937500 Penalty: 4107.609863
	Iteration 33Q: 3 clusters Score -496157.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -496161.843750 Penalty: 4107.609863
	Iteration 34Q: 3 clusters Score -496161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496167.687500 Penalty: 4107.609863
	Iteration 35Q: 3 clusters Score -496167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -496169.281250 Penalty: 4107.609863
	Iteration 36Q: 3 clusters Score -496169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -496169.843750 Penalty: 4107.609863
	Iteration 37Q: 3 clusters Score -496169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496171.625000 Penalty: 4107.609863
	Iteration 38Q: 3 clusters Score -496171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496173.406250 Penalty: 4107.609863
	Iteration 39Q: 3 clusters Score -496173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -496173.812500 Penalty: 4107.609863
	Iteration 40F: 3 clusters Score -496173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496176.187500 Penalty: 4107.609863
	Iteration 41Q: 3 clusters Score -496176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -496181.375000 Penalty: 4107.609863
	Iteration 42Q: 3 clusters Score -496181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -496185.343750 Penalty: 4107.609863
	Iteration 43Q: 3 clusters Score -496185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -496192.093750 Penalty: 4107.609863
	Iteration 44Q: 3 clusters Score -496192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -496200.125000 Penalty: 4107.609863
	Iteration 45Q: 3 clusters Score -496200.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -496207.593750 Penalty: 4107.609863
	Iteration 46Q: 3 clusters Score -496207.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -496215.781250 Penalty: 4107.609863
	Iteration 47Q: 3 clusters Score -496215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -496226.312500 Penalty: 4107.609863
	Iteration 48Q: 3 clusters Score -496226.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -496233.031250 Penalty: 4107.609863
	Iteration 49Q: 3 clusters Score -496233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -496239.218750 Penalty: 4107.609863
	Iteration 50Q: 3 clusters Score -496239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -496245.875000 Penalty: 4107.609863
	Iteration 51Q: 3 clusters Score -496245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -496255.156250 Penalty: 4107.609863
	Iteration 52Q: 3 clusters Score -496255.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -496263.375000 Penalty: 4107.609863
	Iteration 53Q: 3 clusters Score -496263.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -496276.187500 Penalty: 4107.609863
	Iteration 54Q: 3 clusters Score -496276.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496288.531250 Penalty: 4107.609863
	Iteration 55Q: 3 clusters Score -496288.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -496300.125000 Penalty: 4107.609863
	Iteration 56Q: 3 clusters Score -496300.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -496314.093750 Penalty: 4107.609863
	Iteration 57Q: 3 clusters Score -496314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -496323.968750 Penalty: 4107.609863
	Iteration 58Q: 3 clusters Score -496324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -496338.375000 Penalty: 4107.609863
	Iteration 59Q: 3 clusters Score -496338.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -496356.781250 Penalty: 4107.609863
	Iteration 60F: 3 clusters Score -496356.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496376.687500 Penalty: 4107.609863
	Iteration 61Q: 3 clusters Score -496376.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -496404.031250 Penalty: 4107.609863
	Iteration 62Q: 3 clusters Score -496404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -496437.093750 Penalty: 4107.609863
	Iteration 63Q: 3 clusters Score -496437.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -496464.656250 Penalty: 4107.609863
	Iteration 64Q: 3 clusters Score -496464.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -496488.875000 Penalty: 4107.609863
	Iteration 65Q: 3 clusters Score -496488.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -496510.750000 Penalty: 4107.609863
	Iteration 66Q: 3 clusters Score -496510.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -496531.718750 Penalty: 4107.609863
	Iteration 67Q: 3 clusters Score -496531.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496557.687500 Penalty: 4107.609863
	Iteration 68Q: 3 clusters Score -496557.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496581.062500 Penalty: 4107.609863
	Iteration 69Q: 3 clusters Score -496581.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -496613.000000 Penalty: 4107.609863
	Iteration 70Q: 3 clusters Score -496613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -496654.593750 Penalty: 4107.609863
	Iteration 71Q: 3 clusters Score -496654.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -496688.343750 Penalty: 4107.609863
	Iteration 72Q: 3 clusters Score -496688.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -496712.250000 Penalty: 4107.609863
	Iteration 73Q: 3 clusters Score -496712.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -496729.406250 Penalty: 4107.609863
	Iteration 74Q: 3 clusters Score -496729.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -496742.781250 Penalty: 4107.609863
	Iteration 75Q: 3 clusters Score -496742.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -496754.218750 Penalty: 4107.609863
	Iteration 76Q: 3 clusters Score -496754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -496762.500000 Penalty: 4107.609863
	Iteration 77Q: 3 clusters Score -496762.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -496770.062500 Penalty: 4107.609863
	Iteration 78Q: 3 clusters Score -496770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -496778.468750 Penalty: 4107.609863
	Iteration 79Q: 3 clusters Score -496778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -496785.843750 Penalty: 4107.609863
	Iteration 80F: 3 clusters Score -496785.8 nChanged 14
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: -496792.593750 Penalty: 4107.609863
	Iteration 81Q: 3 clusters Score -496792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -496796.781250 Penalty: 4107.609863
	Iteration 82Q: 3 clusters Score -496796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -496800.343750 Penalty: 4107.609863
	Iteration 83Q: 3 clusters Score -496800.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -496804.531250 Penalty: 4107.609863
	Iteration 84Q: 3 clusters Score -496804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -496809.031250 Penalty: 4107.609863
	Iteration 85Q: 3 clusters Score -496809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -496812.156250 Penalty: 4107.609863
	Iteration 86Q: 3 clusters Score -496812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -496815.406250 Penalty: 4107.609863
	Iteration 87Q: 3 clusters Score -496815.4 nChanged 7
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: -496818.281250 Penalty: 4107.609863
	Iteration 88Q: 3 clusters Score -496818.3 nChanged 9
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: -496823.187500 Penalty: 4107.609863
	Iteration 89Q: 3 clusters Score -496823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -496826.906250 Penalty: 4107.609863
	Iteration 90Q: 3 clusters Score -496826.9 nChanged 6
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: -496829.156250 Penalty: 4107.609863
	Iteration 91Q: 3 clusters Score -496829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -496831.375000 Penalty: 4107.609863
	Iteration 92Q: 3 clusters Score -496831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -496832.062500 Penalty: 4107.609863
	Iteration 93Q: 3 clusters Score -496832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -496833.593750 Penalty: 4107.609863
	Iteration 94Q: 3 clusters Score -496833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -496837.031250 Penalty: 4107.609863
	Iteration 95Q: 3 clusters Score -496837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -496839.531250 Penalty: 4107.609863
	Iteration 96Q: 3 clusters Score -496839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -496841.468750 Penalty: 4107.609863
	Iteration 97Q: 3 clusters Score -496841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -496841.625000 Penalty: 4107.609863
	Iteration 98Q: 3 clusters Score -496841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -496844.468750 Penalty: 4107.609863
	Iteration 99Q: 3 clusters Score -496844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -496846.125000 Penalty: 4107.609863
	Iteration 100F: 3 clusters Score -496846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -496846.187500 Penalty: 4107.609863
	Iteration 101Q: 3 clusters Score -496846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -496848.656250 Penalty: 4107.609863
	Iteration 102Q: 3 clusters Score -496848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -496849.625000 Penalty: 4107.609863
	Iteration 103Q: 3 clusters Score -496849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -496850.125000 Penalty: 4107.609863
	Iteration 104Q: 3 clusters Score -496850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -496850.937500 Penalty: 4107.609863
	Iteration 105Q: 3 clusters Score -496850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -496851.531250 Penalty: 4107.609863
	Iteration 106Q: 3 clusters Score -496851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -496852.968750 Penalty: 4107.609863
	Iteration 107Q: 3 clusters Score -496853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -496854.062500 Penalty: 4107.609863
	Iteration 108Q: 3 clusters Score -496854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -496854.781250 Penalty: 4107.609863
	Iteration 109Q: 3 clusters Score -496854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -496854.781250 Penalty: 4107.609863
	Iteration 110F: 3 clusters Score -496854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -263871.593750 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -263871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261152.031250 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -261152 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261687.937500 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -261687.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -261852.140625 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -261852.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -261946.328125 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -261946.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261996.078125 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -261996.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -262031.640625 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -262031.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262060.468750 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -262060.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262080.546875 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -262080.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -262091.890625 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -262091.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -262109.265625 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -262109.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -262121.265625 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -262121.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262136.046875 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -262136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -262148.562500 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -262148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262156.031250 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -262156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -262171.406250 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -262171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -262183.500000 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -262183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262192.406250 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -262192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -262196.531250 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -262196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -262205.125000 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -262205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -262214.156250 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -262214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -262219.968750 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -262220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262221.687500 Penalty: 3808.449707
	Iteration 21Q: 3 clusters Score -262221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -262222.187500 Penalty: 3808.449707
	Iteration 22Q: 3 clusters Score -262222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -262222.187500 Penalty: 3808.449707
	Iteration 23F: 3 clusters Score -262222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Entering Unmasked Estep 
Score: -993270.187500 Penalty: 2260.229736
	Iteration 0F: 2 clusters Score -993270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -986290.312500 Penalty: 4520.459473
	Iteration 0F: 3 clusters Score -986290.3 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -988701.312500 Penalty: 4520.459473
	Iteration 1F: 3 clusters Score -988701.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -989307.750000 Penalty: 4520.459473
	Iteration 2F: 3 clusters Score -989307.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -989749.937500 Penalty: 4520.459473
	Iteration 3F: 3 clusters Score -989749.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -990173.562500 Penalty: 4520.459473
	Iteration 4F: 3 clusters Score -990173.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -990626.187500 Penalty: 4520.459473
	Iteration 5F: 3 clusters Score -990626.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -991098.625000 Penalty: 4520.459473
	Iteration 6F: 3 clusters Score -991098.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -991480.625000 Penalty: 4520.459473
	Iteration 7Q: 3 clusters Score -991480.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -991721.000000 Penalty: 4520.459473
	Iteration 8Q: 3 clusters Score -991721 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -991825.500000 Penalty: 4520.459473
	Iteration 9Q: 3 clusters Score -991825.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -991879.062500 Penalty: 4520.459473
	Iteration 10Q: 3 clusters Score -991879.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -991913.312500 Penalty: 4520.459473
	Iteration 11Q: 3 clusters Score -991913.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -991933.000000 Penalty: 4520.459473
	Iteration 12Q: 3 clusters Score -991933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -991954.500000 Penalty: 4520.459473
	Iteration 13Q: 3 clusters Score -991954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -991968.437500 Penalty: 4520.459473
	Iteration 14Q: 3 clusters Score -991968.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -991974.812500 Penalty: 4520.459473
	Iteration 15Q: 3 clusters Score -991974.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -991983.812500 Penalty: 4520.459473
	Iteration 16Q: 3 clusters Score -991983.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -991996.625000 Penalty: 4520.459473
	Iteration 17Q: 3 clusters Score -991996.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -992001.375000 Penalty: 4520.459473
	Iteration 18Q: 3 clusters Score -992001.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -992006.437500 Penalty: 4520.459473
	Iteration 19Q: 3 clusters Score -992006.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -992008.750000 Penalty: 4520.459473
	Iteration 20F: 3 clusters Score -992008.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -992013.125000 Penalty: 4520.459473
	Iteration 21Q: 3 clusters Score -992013.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -992019.625000 Penalty: 4520.459473
	Iteration 22Q: 3 clusters Score -992019.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -992020.562500 Penalty: 4520.459473
	Iteration 23Q: 3 clusters Score -992020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -992024.312500 Penalty: 4520.459473
	Iteration 24Q: 3 clusters Score -992024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -992029.437500 Penalty: 4520.459473
	Iteration 25Q: 3 clusters Score -992029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -992035.812500 Penalty: 4520.459473
	Iteration 26Q: 3 clusters Score -992035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -992037.312500 Penalty: 4520.459473
	Iteration 27Q: 3 clusters Score -992037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -992039.625000 Penalty: 4520.459473
	Iteration 28Q: 3 clusters Score -992039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -992038.562500 Penalty: 4520.459473
	Iteration 29Q: 3 clusters Score -992038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -992044.000000 Penalty: 4520.459473
	Iteration 30Q: 3 clusters Score -992044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -992045.500000 Penalty: 4520.459473
	Iteration 31Q: 3 clusters Score -992045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -992047.812500 Penalty: 4520.459473
	Iteration 32Q: 3 clusters Score -992047.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -992049.812500 Penalty: 4520.459473
	Iteration 33Q: 3 clusters Score -992049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -992052.437500 Penalty: 4520.459473
	Iteration 34Q: 3 clusters Score -992052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -992053.687500 Penalty: 4520.459473
	Iteration 35Q: 3 clusters Score -992053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -992052.750000 Penalty: 4520.459473
	Iteration 36Q: 3 clusters Score -992052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -992060.625000 Penalty: 4520.459473
	Iteration 37Q: 3 clusters Score -992060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -992060.437500 Penalty: 4520.459473
	Iteration 38Q: 3 clusters Score -992060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -992061.062500 Penalty: 4520.459473
	Iteration 39Q: 3 clusters Score -992061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -992062.875000 Penalty: 4520.459473
	Iteration 40F: 3 clusters Score -992062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -992064.312500 Penalty: 4520.459473
	Iteration 41Q: 3 clusters Score -992064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -992064.625000 Penalty: 4520.459473
	Iteration 42Q: 3 clusters Score -992064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -992062.437500 Penalty: 4520.459473
	Iteration 43Q: 3 clusters Score -992062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -992062.437500 Penalty: 4520.459473
	Iteration 44F: 3 clusters Score -992062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Entering Unmasked Estep 
Score: -6234718.000000 Penalty: 2671.485840
	Iteration 0F: 2 clusters Score -6234718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6202475.000000 Penalty: 5342.971680
	Iteration 0F: 3 clusters Score -6202475 nChanged 22069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6214867.000000 Penalty: 5342.971680
	Iteration 1F: 3 clusters Score -6214867 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -6215681.000000 Penalty: 5342.971680
	Iteration 2Q: 3 clusters Score -6215681 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6216661.500000 Penalty: 5342.971680
	Iteration 3Q: 3 clusters Score -6216662 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -6218338.000000 Penalty: 5342.971680
	Iteration 4F: 3 clusters Score -6218338 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -6220872.500000 Penalty: 5342.971680
	Iteration 5F: 3 clusters Score -6220872 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -6224241.500000 Penalty: 5342.971680
	Iteration 6F: 3 clusters Score -6224242 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -6227480.500000 Penalty: 5342.971680
	Iteration 7F: 3 clusters Score -6227480 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6229956.500000 Penalty: 5342.971680
	Iteration 8F: 3 clusters Score -6229956 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6231324.000000 Penalty: 5342.971680
	Iteration 9Q: 3 clusters Score -6231324 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6231885.000000 Penalty: 5342.971680
	Iteration 10Q: 3 clusters Score -6231885 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6232143.000000 Penalty: 5342.971680
	Iteration 11Q: 3 clusters Score -6232143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6232291.000000 Penalty: 5342.971680
	Iteration 12Q: 3 clusters Score -6232291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6232382.000000 Penalty: 5342.971680
	Iteration 13Q: 3 clusters Score -6232382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6232458.000000 Penalty: 5342.971680
	Iteration 14Q: 3 clusters Score -6232458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6232497.500000 Penalty: 5342.971680
	Iteration 15Q: 3 clusters Score -6232498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6232514.000000 Penalty: 5342.971680
	Iteration 16Q: 3 clusters Score -6232514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6232529.000000 Penalty: 5342.971680
	Iteration 17Q: 3 clusters Score -6232529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6232541.500000 Penalty: 5342.971680
	Iteration 18Q: 3 clusters Score -6232542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6232553.000000 Penalty: 5342.971680
	Iteration 19Q: 3 clusters Score -6232553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6232552.000000 Penalty: 5342.971680
	Iteration 20F: 3 clusters Score -6232552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6232557.500000 Penalty: 5342.971680
	Iteration 21Q: 3 clusters Score -6232558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6232565.000000 Penalty: 5342.971680
	Iteration 22Q: 3 clusters Score -6232565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6232566.500000 Penalty: 5342.971680
	Iteration 23Q: 3 clusters Score -6232566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6232566.500000 Penalty: 5342.971680
	Iteration 24Q: 3 clusters Score -6232566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6232564.500000 Penalty: 5342.971680
	Iteration 25Q: 3 clusters Score -6232564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6232569.500000 Penalty: 5342.971680
	Iteration 26Q: 3 clusters Score -6232570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6232571.000000 Penalty: 5342.971680
	Iteration 27Q: 3 clusters Score -6232571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6232578.500000 Penalty: 5342.971680
	Iteration 28Q: 3 clusters Score -6232578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6232577.500000 Penalty: 5342.971680
	Iteration 29Q: 3 clusters Score -6232578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6232581.500000 Penalty: 5342.971680
	Iteration 30Q: 3 clusters Score -6232582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6232581.000000 Penalty: 5342.971680
	Iteration 31Q: 3 clusters Score -6232581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6232583.500000 Penalty: 5342.971680
	Iteration 32Q: 3 clusters Score -6232584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6232580.500000 Penalty: 5342.971680
	Iteration 33Q: 3 clusters Score -6232580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6232580.000000 Penalty: 5342.971680
	Iteration 34Q: 3 clusters Score -6232580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6232580.000000 Penalty: 5342.971680
	Iteration 35F: 3 clusters Score -6232580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Entering Unmasked Estep 
Score: -1988776.125000 Penalty: 2385.693359
	Iteration 0F: 2 clusters Score -1988776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1977869.375000 Penalty: 4771.386719
	Iteration 0F: 3 clusters Score -1977869 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1981120.500000 Penalty: 4771.386719
	Iteration 1F: 3 clusters Score -1981120 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1981429.250000 Penalty: 4771.386719
	Iteration 2F: 3 clusters Score -1981429 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1981646.375000 Penalty: 4771.386719
	Iteration 3Q: 3 clusters Score -1981646 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1981805.250000 Penalty: 4771.386719
	Iteration 4Q: 3 clusters Score -1981805 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1981905.625000 Penalty: 4771.386719
	Iteration 5Q: 3 clusters Score -1981906 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1981983.875000 Penalty: 4771.386719
	Iteration 6Q: 3 clusters Score -1981984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1982051.625000 Penalty: 4771.386719
	Iteration 7Q: 3 clusters Score -1982052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1982104.500000 Penalty: 4771.386719
	Iteration 8Q: 3 clusters Score -1982104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1982161.750000 Penalty: 4771.386719
	Iteration 9Q: 3 clusters Score -1982162 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1982218.375000 Penalty: 4771.386719
	Iteration 10Q: 3 clusters Score -1982218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1982283.625000 Penalty: 4771.386719
	Iteration 11Q: 3 clusters Score -1982284 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1982363.250000 Penalty: 4771.386719
	Iteration 12Q: 3 clusters Score -1982363 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1982454.500000 Penalty: 4771.386719
	Iteration 13Q: 3 clusters Score -1982454 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1982552.125000 Penalty: 4771.386719
	Iteration 14Q: 3 clusters Score -1982552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1982676.500000 Penalty: 4771.386719
	Iteration 15Q: 3 clusters Score -1982676 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1982879.125000 Penalty: 4771.386719
	Iteration 16Q: 3 clusters Score -1982879 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1983157.750000 Penalty: 4771.386719
	Iteration 17Q: 3 clusters Score -1983158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1983498.875000 Penalty: 4771.386719
	Iteration 18Q: 3 clusters Score -1983499 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1983923.125000 Penalty: 4771.386719
	Iteration 19Q: 3 clusters Score -1983923 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1984440.125000 Penalty: 4771.386719
	Iteration 20F: 3 clusters Score -1984440 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1984953.000000 Penalty: 4771.386719
	Iteration 21Q: 3 clusters Score -1984953 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1985450.375000 Penalty: 4771.386719
	Iteration 22Q: 3 clusters Score -1985450 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1985818.875000 Penalty: 4771.386719
	Iteration 23Q: 3 clusters Score -1985819 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1986104.000000 Penalty: 4771.386719
	Iteration 24Q: 3 clusters Score -1986104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1986317.625000 Penalty: 4771.386719
	Iteration 25Q: 3 clusters Score -1986318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1986452.500000 Penalty: 4771.386719
	Iteration 26Q: 3 clusters Score -1986452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1986529.750000 Penalty: 4771.386719
	Iteration 27Q: 3 clusters Score -1986530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1986578.625000 Penalty: 4771.386719
	Iteration 28Q: 3 clusters Score -1986579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1986618.875000 Penalty: 4771.386719
	Iteration 29Q: 3 clusters Score -1986619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1986636.625000 Penalty: 4771.386719
	Iteration 30Q: 3 clusters Score -1986637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1986660.625000 Penalty: 4771.386719
	Iteration 31Q: 3 clusters Score -1986661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1986676.625000 Penalty: 4771.386719
	Iteration 32Q: 3 clusters Score -1986677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1986684.625000 Penalty: 4771.386719
	Iteration 33Q: 3 clusters Score -1986685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1986691.750000 Penalty: 4771.386719
	Iteration 34Q: 3 clusters Score -1986692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1986696.125000 Penalty: 4771.386719
	Iteration 35Q: 3 clusters Score -1986696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1986705.375000 Penalty: 4771.386719
	Iteration 36Q: 3 clusters Score -1986705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1986706.750000 Penalty: 4771.386719
	Iteration 37Q: 3 clusters Score -1986707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1986709.000000 Penalty: 4771.386719
	Iteration 38Q: 3 clusters Score -1986709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1986711.125000 Penalty: 4771.386719
	Iteration 39Q: 3 clusters Score -1986711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1986710.250000 Penalty: 4771.386719
	Iteration 40F: 3 clusters Score -1986710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1986717.000000 Penalty: 4771.386719
	Iteration 41Q: 3 clusters Score -1986717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1986718.125000 Penalty: 4771.386719
	Iteration 42Q: 3 clusters Score -1986718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1986717.625000 Penalty: 4771.386719
	Iteration 43Q: 3 clusters Score -1986718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1986719.125000 Penalty: 4771.386719
	Iteration 44Q: 3 clusters Score -1986719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1986723.875000 Penalty: 4771.386719
	Iteration 45Q: 3 clusters Score -1986724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1986726.625000 Penalty: 4771.386719
	Iteration 46Q: 3 clusters Score -1986727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1986729.875000 Penalty: 4771.386719
	Iteration 47Q: 3 clusters Score -1986730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1986731.125000 Penalty: 4771.386719
	Iteration 48Q: 3 clusters Score -1986731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1986731.125000 Penalty: 4771.386719
	Iteration 49Q: 3 clusters Score -1986731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1986731.875000 Penalty: 4771.386719
	Iteration 50Q: 3 clusters Score -1986732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1986732.625000 Penalty: 4771.386719
	Iteration 51Q: 3 clusters Score -1986733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1986732.875000 Penalty: 4771.386719
	Iteration 52Q: 3 clusters Score -1986733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1986732.875000 Penalty: 4771.386719
	Iteration 53F: 3 clusters Score -1986733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -144822.687500 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -144822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142725.281250 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -142725.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -143853.750000 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -143853.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -145286.593750 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -145286.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -146033.859375 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -146033.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -146759.687500 Penalty: 3579.123535
	Iteration 4F: 3 clusters Score -146759.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147344.500000 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -147344.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -147444.406250 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -147444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -147450.796875 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -147450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -147462.546875 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -147462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147463.468750 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -147463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147463.468750 Penalty: 3579.123535
	Iteration 10F: 3 clusters Score -147463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 271085 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 60080 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15563 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 47673 members 
Mstep: Class 30 contains 15059 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 1013 members 
Entering Unmasked Estep 
Score: -104936400.000000 Penalty: 115018.523438
Splitting cluster 31 changes total score from -104931848.000000 to -104936400.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 152300 members 
Mstep: Class 9 contains 271085 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 16 contains 13737 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 22330 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15563 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 47673 members 
Mstep: Class 30 contains 15059 members 
Mstep: Class 31 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938944.000000 Penalty: 115018.523438
Iteration 79Q: 35 clusters Score -1.049389e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7803 members 
Mstep: Class 3 contains 11964 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 16807 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 151694 members 
Mstep: Class 9 contains 270444 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 8071 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 14296 members 
Mstep: Class 15 contains 58486 members 
Mstep: Class 16 contains 13748 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 9165 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 43389 members 
Mstep: Class 22 contains 22438 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 15755 members 
Mstep: Class 25 contains 15855 members 
Mstep: Class 26 contains 4029 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 47801 members 
Mstep: Class 30 contains 15093 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942040.000000 Penalty: 115018.523438
Iteration 80F: 35 clusters Score -1.04942e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11902 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 16704 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 150873 members 
Mstep: Class 9 contains 269968 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 8086 members 
Mstep: Class 13 contains 27646 members 
Mstep: Class 14 contains 14898 members 
Mstep: Class 15 contains 58699 members 
Mstep: Class 16 contains 13708 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 25529 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 43282 members 
Mstep: Class 22 contains 22437 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 15397 members 
Mstep: Class 25 contains 15884 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 9070 members 
Mstep: Class 29 contains 47826 members 
Mstep: Class 30 contains 15105 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 8591 members 
Mstep: Class 33 contains 913 members 
Mstep: Class 34 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944200.000000 Penalty: 115018.523438
Iteration 81Q: 35 clusters Score -1.049442e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 16684 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 150120 members 
Mstep: Class 9 contains 269659 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8104 members 
Mstep: Class 13 contains 27671 members 
Mstep: Class 14 contains 15458 members 
Mstep: Class 15 contains 58592 members 
Mstep: Class 16 contains 13697 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 25772 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 43187 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15218 members 
Mstep: Class 25 contains 15921 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 9071 members 
Mstep: Class 29 contains 47857 members 
Mstep: Class 30 contains 15115 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 9106 members 
Mstep: Class 33 contains 912 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944960.000000 Penalty: 115018.523438
Iteration 82Q: 35 clusters Score -1.04945e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 11814 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 16662 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 149348 members 
Mstep: Class 9 contains 269552 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 27696 members 
Mstep: Class 14 contains 15903 members 
Mstep: Class 15 contains 58426 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 9245 members 
Mstep: Class 19 contains 25982 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 43078 members 
Mstep: Class 22 contains 22455 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15113 members 
Mstep: Class 25 contains 15965 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 9065 members 
Mstep: Class 29 contains 47943 members 
Mstep: Class 30 contains 15131 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 9501 members 
Mstep: Class 33 contains 910 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945432.000000 Penalty: 115018.523438
Iteration 83Q: 35 clusters Score -1.049454e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 11793 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 16650 members 
Mstep: Class 7 contains 5003 members 
Mstep: Class 8 contains 148617 members 
Mstep: Class 9 contains 269584 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 27719 members 
Mstep: Class 14 contains 16214 members 
Mstep: Class 15 contains 58275 members 
Mstep: Class 16 contains 13686 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 19 contains 26179 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 42973 members 
Mstep: Class 22 contains 22462 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 15047 members 
Mstep: Class 25 contains 16001 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 9062 members 
Mstep: Class 29 contains 48033 members 
Mstep: Class 30 contains 15139 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 9804 members 
Mstep: Class 33 contains 911 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945928.000000 Penalty: 115018.523438
Iteration 84Q: 35 clusters Score -1.049459e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7817 members 
Mstep: Class 3 contains 11766 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 16656 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 147871 members 
Mstep: Class 9 contains 269743 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 8150 members 
Mstep: Class 13 contains 27723 members 
Mstep: Class 14 contains 16458 members 
Mstep: Class 15 contains 58153 members 
Mstep: Class 16 contains 13691 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 26359 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 42887 members 
Mstep: Class 22 contains 22487 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14993 members 
Mstep: Class 25 contains 16032 members 
Mstep: Class 26 contains 3769 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 9059 members 
Mstep: Class 29 contains 48102 members 
Mstep: Class 30 contains 15155 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10047 members 
Mstep: Class 33 contains 912 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945808.000000 Penalty: 115018.523438
Iteration 85Q: 35 clusters Score -1.049458e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 147079 members 
Mstep: Class 9 contains 270042 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 8161 members 
Mstep: Class 13 contains 27740 members 
Mstep: Class 14 contains 16618 members 
Mstep: Class 15 contains 58049 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9295 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 42799 members 
Mstep: Class 22 contains 22515 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14958 members 
Mstep: Class 25 contains 16060 members 
Mstep: Class 26 contains 3734 members 
Mstep: Class 27 contains 2136 members 
Mstep: Class 28 contains 9058 members 
Mstep: Class 29 contains 48185 members 
Mstep: Class 30 contains 15171 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10252 members 
Mstep: Class 33 contains 911 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946048.000000 Penalty: 115018.523438
Iteration 86Q: 35 clusters Score -1.04946e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 16655 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 146297 members 
Mstep: Class 9 contains 270405 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 8168 members 
Mstep: Class 13 contains 27760 members 
Mstep: Class 14 contains 16749 members 
Mstep: Class 15 contains 57969 members 
Mstep: Class 16 contains 13694 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 26672 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 42726 members 
Mstep: Class 22 contains 22527 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14935 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 9058 members 
Mstep: Class 29 contains 48270 members 
Mstep: Class 30 contains 15185 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10406 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946200.000000 Penalty: 115018.523438
Iteration 87Q: 35 clusters Score -1.049462e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 16647 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 145530 members 
Mstep: Class 9 contains 270792 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8174 members 
Mstep: Class 13 contains 27787 members 
Mstep: Class 14 contains 16872 members 
Mstep: Class 15 contains 57870 members 
Mstep: Class 16 contains 13691 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9320 members 
Mstep: Class 19 contains 26793 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 22549 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14930 members 
Mstep: Class 25 contains 16122 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 48332 members 
Mstep: Class 30 contains 15192 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10522 members 
Mstep: Class 33 contains 904 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946560.000000 Penalty: 115018.523438
Iteration 88Q: 35 clusters Score -1.049466e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7812 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 16639 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 144744 members 
Mstep: Class 9 contains 271198 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8183 members 
Mstep: Class 13 contains 27815 members 
Mstep: Class 14 contains 16964 members 
Mstep: Class 15 contains 57785 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9328 members 
Mstep: Class 19 contains 26924 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 42630 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14927 members 
Mstep: Class 25 contains 16160 members 
Mstep: Class 26 contains 3657 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 9053 members 
Mstep: Class 29 contains 48404 members 
Mstep: Class 30 contains 15193 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10632 members 
Mstep: Class 33 contains 903 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946936.000000 Penalty: 115018.523438
Iteration 89Q: 35 clusters Score -1.049469e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 16632 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 143954 members 
Mstep: Class 9 contains 271641 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 27832 members 
Mstep: Class 14 contains 17027 members 
Mstep: Class 15 contains 57697 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9343 members 
Mstep: Class 19 contains 27054 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 42601 members 
Mstep: Class 22 contains 22595 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14929 members 
Mstep: Class 25 contains 16185 members 
Mstep: Class 26 contains 3637 members 
Mstep: Class 27 contains 2133 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 48477 members 
Mstep: Class 30 contains 15206 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10720 members 
Mstep: Class 33 contains 906 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947104.000000 Penalty: 115018.523438
Iteration 90Q: 35 clusters Score -1.049471e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11705 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 16622 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 143114 members 
Mstep: Class 9 contains 272157 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8202 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 17098 members 
Mstep: Class 15 contains 57659 members 
Mstep: Class 16 contains 13678 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 19 contains 27179 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 42570 members 
Mstep: Class 22 contains 22617 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14927 members 
Mstep: Class 25 contains 16195 members 
Mstep: Class 26 contains 3621 members 
Mstep: Class 27 contains 2132 members 
Mstep: Class 28 contains 9048 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 15209 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10789 members 
Mstep: Class 33 contains 913 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947152.000000 Penalty: 115018.523438
Iteration 91Q: 35 clusters Score -1.049472e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 142235 members 
Mstep: Class 9 contains 272710 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 8212 members 
Mstep: Class 13 contains 27877 members 
Mstep: Class 14 contains 17161 members 
Mstep: Class 15 contains 57642 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 27306 members 
Mstep: Class 20 contains 485 members 
Mstep: Class 21 contains 42545 members 
Mstep: Class 22 contains 22624 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14918 members 
Mstep: Class 25 contains 16208 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 2130 members 
Mstep: Class 28 contains 9046 members 
Mstep: Class 29 contains 48605 members 
Mstep: Class 30 contains 15217 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10853 members 
Mstep: Class 33 contains 923 members 
Mstep: Class 34 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947256.000000 Penalty: 115018.523438
Iteration 92Q: 35 clusters Score -1.049473e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 16607 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 141308 members 
Mstep: Class 9 contains 273342 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 17213 members 
Mstep: Class 15 contains 57621 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 9379 members 
Mstep: Class 19 contains 27443 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 42514 members 
Mstep: Class 22 contains 22633 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14912 members 
Mstep: Class 25 contains 16225 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 9045 members 
Mstep: Class 29 contains 48662 members 
Mstep: Class 30 contains 15223 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10904 members 
Mstep: Class 33 contains 933 members 
Mstep: Class 34 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947456.000000 Penalty: 115018.523438
Iteration 93Q: 35 clusters Score -1.049475e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11673 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 16602 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 140351 members 
Mstep: Class 9 contains 273990 members 
Mstep: Class 10 contains 14861 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 17256 members 
Mstep: Class 15 contains 57597 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 27586 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 42486 members 
Mstep: Class 22 contains 22639 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14908 members 
Mstep: Class 25 contains 16241 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 9042 members 
Mstep: Class 29 contains 48748 members 
Mstep: Class 30 contains 15230 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 936 members 
Mstep: Class 34 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947824.000000 Penalty: 115018.523438
Iteration 94Q: 35 clusters Score -1.049478e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11658 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 16598 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 139330 members 
Mstep: Class 9 contains 274676 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8234 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 17302 members 
Mstep: Class 15 contains 57584 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 27749 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42455 members 
Mstep: Class 22 contains 22642 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14901 members 
Mstep: Class 25 contains 16257 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9040 members 
Mstep: Class 29 contains 48822 members 
Mstep: Class 30 contains 15232 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 10991 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948024.000000 Penalty: 115018.523438
Iteration 95Q: 35 clusters Score -1.04948e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 16603 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 138364 members 
Mstep: Class 9 contains 275349 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 27937 members 
Mstep: Class 14 contains 17340 members 
Mstep: Class 15 contains 57559 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9417 members 
Mstep: Class 19 contains 27890 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42435 members 
Mstep: Class 22 contains 22649 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14899 members 
Mstep: Class 25 contains 16267 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 48886 members 
Mstep: Class 30 contains 15238 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11020 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948152.000000 Penalty: 115018.523438
Iteration 96Q: 35 clusters Score -1.049482e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16607 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 137367 members 
Mstep: Class 9 contains 276074 members 
Mstep: Class 10 contains 14854 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8240 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 17379 members 
Mstep: Class 15 contains 57530 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9441 members 
Mstep: Class 19 contains 28008 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42427 members 
Mstep: Class 22 contains 22647 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14899 members 
Mstep: Class 25 contains 16271 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 48949 members 
Mstep: Class 30 contains 15243 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11044 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948224.000000 Penalty: 115018.523438
Iteration 97Q: 35 clusters Score -1.049482e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 136349 members 
Mstep: Class 9 contains 276781 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8250 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 17423 members 
Mstep: Class 15 contains 57503 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 28153 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42430 members 
Mstep: Class 22 contains 22652 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14903 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 49006 members 
Mstep: Class 30 contains 15248 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948480.000000 Penalty: 115018.523438
Iteration 98Q: 35 clusters Score -1.049485e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 135284 members 
Mstep: Class 9 contains 277461 members 
Mstep: Class 10 contains 14852 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 27990 members 
Mstep: Class 14 contains 17469 members 
Mstep: Class 15 contains 57483 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 28337 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42431 members 
Mstep: Class 22 contains 22662 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14905 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 49066 members 
Mstep: Class 30 contains 15254 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11082 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948536.000000 Penalty: 115018.523438
Iteration 99Q: 35 clusters Score -1.049485e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16592 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 134173 members 
Mstep: Class 9 contains 278170 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8271 members 
Mstep: Class 13 contains 28009 members 
Mstep: Class 14 contains 17505 members 
Mstep: Class 15 contains 57472 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9516 members 
Mstep: Class 19 contains 28538 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42429 members 
Mstep: Class 22 contains 22676 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 16317 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 49138 members 
Mstep: Class 30 contains 15261 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948616.000000 Penalty: 115018.523438
Iteration 100F: 35 clusters Score -1.049486e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16591 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 133044 members 
Mstep: Class 9 contains 278891 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 28029 members 
Mstep: Class 14 contains 17548 members 
Mstep: Class 15 contains 57476 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 28744 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42436 members 
Mstep: Class 22 contains 22689 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14905 members 
Mstep: Class 25 contains 16331 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 49201 members 
Mstep: Class 30 contains 15270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948664.000000 Penalty: 115018.523438
Iteration 101Q: 35 clusters Score -1.049487e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16587 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 131864 members 
Mstep: Class 9 contains 279674 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 28035 members 
Mstep: Class 14 contains 17581 members 
Mstep: Class 15 contains 57465 members 
Mstep: Class 16 contains 13669 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9552 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42435 members 
Mstep: Class 22 contains 22702 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14904 members 
Mstep: Class 25 contains 16340 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9037 members 
Mstep: Class 29 contains 49270 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11132 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948896.000000 Penalty: 115018.523438
Iteration 102Q: 35 clusters Score -1.049489e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 5376 members 
Mstep: Class 8 contains 130634 members 
Mstep: Class 9 contains 280509 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 28034 members 
Mstep: Class 14 contains 17602 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 29281 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42433 members 
Mstep: Class 22 contains 22703 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16340 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 49340 members 
Mstep: Class 30 contains 15275 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949000.000000 Penalty: 115018.523438
Iteration 103Q: 35 clusters Score -1.04949e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7817 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 129343 members 
Mstep: Class 9 contains 281338 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 28037 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 29618 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42426 members 
Mstep: Class 22 contains 22712 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 16349 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9034 members 
Mstep: Class 29 contains 49389 members 
Mstep: Class 30 contains 15280 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948768.000000 Penalty: 115018.523438
Iteration 104Q: 35 clusters Score -1.049488e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 16579 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 128028 members 
Mstep: Class 9 contains 282138 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 28049 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 15 contains 57466 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 9588 members 
Mstep: Class 19 contains 29945 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42424 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14905 members 
Mstep: Class 25 contains 16358 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 49463 members 
Mstep: Class 30 contains 15278 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11177 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949104.000000 Penalty: 115018.523438
Iteration 105Q: 35 clusters Score -1.049491e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 11570 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 8 contains 126658 members 
Mstep: Class 9 contains 282987 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8333 members 
Mstep: Class 13 contains 28055 members 
Mstep: Class 14 contains 17679 members 
Mstep: Class 15 contains 57468 members 
Mstep: Class 16 contains 13659 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 30312 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42422 members 
Mstep: Class 22 contains 22730 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16362 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9032 members 
Mstep: Class 29 contains 49535 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11195 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949520.000000 Penalty: 115018.523438
Iteration 106Q: 35 clusters Score -1.049495e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 125197 members 
Mstep: Class 9 contains 283884 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8348 members 
Mstep: Class 13 contains 28066 members 
Mstep: Class 14 contains 17701 members 
Mstep: Class 15 contains 57482 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 30702 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42432 members 
Mstep: Class 22 contains 22736 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16354 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9032 members 
Mstep: Class 29 contains 49628 members 
Mstep: Class 30 contains 15264 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949592.000000 Penalty: 115018.523438
Iteration 107Q: 35 clusters Score -1.049496e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 11557 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 123654 members 
Mstep: Class 9 contains 284855 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 28067 members 
Mstep: Class 14 contains 17728 members 
Mstep: Class 15 contains 57477 members 
Mstep: Class 16 contains 13654 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 31095 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42420 members 
Mstep: Class 22 contains 22752 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 16350 members 
Mstep: Class 26 contains 3571 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9032 members 
Mstep: Class 29 contains 49746 members 
Mstep: Class 30 contains 15259 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11225 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949704.000000 Penalty: 115018.523438
Iteration 108Q: 35 clusters Score -1.049497e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 8 contains 122017 members 
Mstep: Class 9 contains 285907 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 28074 members 
Mstep: Class 14 contains 17761 members 
Mstep: Class 15 contains 57477 members 
Mstep: Class 16 contains 13656 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 31509 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42400 members 
Mstep: Class 22 contains 22760 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14905 members 
Mstep: Class 25 contains 16347 members 
Mstep: Class 26 contains 3565 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 49850 members 
Mstep: Class 30 contains 15259 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11242 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950040.000000 Penalty: 115018.523438
Iteration 109Q: 35 clusters Score -1.0495e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 120388 members 
Mstep: Class 9 contains 286940 members 
Mstep: Class 10 contains 14846 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 57465 members 
Mstep: Class 16 contains 13654 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9626 members 
Mstep: Class 19 contains 31952 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42388 members 
Mstep: Class 22 contains 22777 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16351 members 
Mstep: Class 26 contains 3559 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 49937 members 
Mstep: Class 30 contains 15263 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11251 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950440.000000 Penalty: 115018.523438
Iteration 110Q: 35 clusters Score -1.049504e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 5437 members 
Mstep: Class 8 contains 118729 members 
Mstep: Class 9 contains 288001 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8434 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 57455 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9631 members 
Mstep: Class 19 contains 32377 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42374 members 
Mstep: Class 22 contains 22784 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 16365 members 
Mstep: Class 26 contains 3556 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 50027 members 
Mstep: Class 30 contains 15261 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11262 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950824.000000 Penalty: 115018.523438
Iteration 111Q: 35 clusters Score -1.049508e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16569 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 117074 members 
Mstep: Class 9 contains 289108 members 
Mstep: Class 10 contains 14842 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8460 members 
Mstep: Class 13 contains 28104 members 
Mstep: Class 14 contains 17868 members 
Mstep: Class 15 contains 57460 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9639 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42363 members 
Mstep: Class 22 contains 22801 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14908 members 
Mstep: Class 25 contains 16379 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 50100 members 
Mstep: Class 30 contains 15229 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950936.000000 Penalty: 115018.523438
Iteration 112Q: 35 clusters Score -1.049509e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16568 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 115407 members 
Mstep: Class 9 contains 290241 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 28105 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 57458 members 
Mstep: Class 16 contains 13649 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42349 members 
Mstep: Class 22 contains 22810 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16393 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 50155 members 
Mstep: Class 30 contains 15215 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951312.000000 Penalty: 115018.523438
Iteration 113Q: 35 clusters Score -1.049513e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11501 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 113763 members 
Mstep: Class 9 contains 291333 members 
Mstep: Class 10 contains 14838 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8520 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 17932 members 
Mstep: Class 15 contains 57495 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 33539 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42333 members 
Mstep: Class 22 contains 22818 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 14909 members 
Mstep: Class 25 contains 16411 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 50229 members 
Mstep: Class 30 contains 15197 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951264.000000 Penalty: 115018.523438
Iteration 114Q: 35 clusters Score -1.049513e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 11486 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 5469 members 
Mstep: Class 8 contains 112135 members 
Mstep: Class 9 contains 292457 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8556 members 
Mstep: Class 13 contains 28112 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 57531 members 
Mstep: Class 16 contains 13640 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 33880 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42315 members 
Mstep: Class 22 contains 22827 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 16429 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 50289 members 
Mstep: Class 30 contains 15178 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11342 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951624.000000 Penalty: 115018.523438
Iteration 115Q: 35 clusters Score -1.049516e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 11481 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 5478 members 
Mstep: Class 8 contains 110489 members 
Mstep: Class 9 contains 293676 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 57546 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9692 members 
Mstep: Class 19 contains 34170 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42277 members 
Mstep: Class 22 contains 22826 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14903 members 
Mstep: Class 25 contains 16441 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9027 members 
Mstep: Class 29 contains 50354 members 
Mstep: Class 30 contains 15170 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11353 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951856.000000 Penalty: 115018.523438
Iteration 116Q: 35 clusters Score -1.049519e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 11479 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 108808 members 
Mstep: Class 9 contains 294987 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 28115 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 57577 members 
Mstep: Class 16 contains 13635 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9701 members 
Mstep: Class 19 contains 34427 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42242 members 
Mstep: Class 22 contains 22823 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14900 members 
Mstep: Class 25 contains 16450 members 
Mstep: Class 26 contains 3537 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 50415 members 
Mstep: Class 30 contains 15143 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11364 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952032.000000 Penalty: 115018.523438
Iteration 117Q: 35 clusters Score -1.04952e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7833 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 107155 members 
Mstep: Class 9 contains 296307 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 28098 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 57588 members 
Mstep: Class 16 contains 13629 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 34670 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42208 members 
Mstep: Class 22 contains 22832 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14896 members 
Mstep: Class 25 contains 16471 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 50474 members 
Mstep: Class 30 contains 15114 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952016.000000 Penalty: 115018.523438
Iteration 118Q: 35 clusters Score -1.04952e+08 nChanged 2381
Entering ConstructFrom: 
Score: -104952016.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -375413.593750 Penalty: 2015.889038
	Iteration 0F: 2 clusters Score -375413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -371897.187500 Penalty: 4031.778076
	Iteration 0F: 3 clusters Score -371897.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -372672.625000 Penalty: 4031.778076
	Iteration 1F: 3 clusters Score -372672.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -372884.687500 Penalty: 4031.778076
	Iteration 2F: 3 clusters Score -372884.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -373012.375000 Penalty: 4031.778076
	Iteration 3F: 3 clusters Score -373012.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -373127.125000 Penalty: 4031.778076
	Iteration 4Q: 3 clusters Score -373127.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -373216.000000 Penalty: 4031.778076
	Iteration 5Q: 3 clusters Score -373216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373286.218750 Penalty: 4031.778076
	Iteration 6Q: 3 clusters Score -373286.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373341.375000 Penalty: 4031.778076
	Iteration 7Q: 3 clusters Score -373341.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -373387.125000 Penalty: 4031.778076
	Iteration 8Q: 3 clusters Score -373387.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -373424.750000 Penalty: 4031.778076
	Iteration 9Q: 3 clusters Score -373424.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -373459.500000 Penalty: 4031.778076
	Iteration 10Q: 3 clusters Score -373459.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -373487.812500 Penalty: 4031.778076
	Iteration 11Q: 3 clusters Score -373487.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -373506.156250 Penalty: 4031.778076
	Iteration 12Q: 3 clusters Score -373506.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -373523.062500 Penalty: 4031.778076
	Iteration 13Q: 3 clusters Score -373523.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -373538.312500 Penalty: 4031.778076
	Iteration 14Q: 3 clusters Score -373538.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373553.156250 Penalty: 4031.778076
	Iteration 15Q: 3 clusters Score -373553.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -373562.000000 Penalty: 4031.778076
	Iteration 16Q: 3 clusters Score -373562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -373572.125000 Penalty: 4031.778076
	Iteration 17Q: 3 clusters Score -373572.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373581.750000 Penalty: 4031.778076
	Iteration 18Q: 3 clusters Score -373581.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -373593.812500 Penalty: 4031.778076
	Iteration 19Q: 3 clusters Score -373593.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -373603.093750 Penalty: 4031.778076
	Iteration 20F: 3 clusters Score -373603.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -373610.937500 Penalty: 4031.778076
	Iteration 21Q: 3 clusters Score -373610.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -373619.062500 Penalty: 4031.778076
	Iteration 22Q: 3 clusters Score -373619.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373624.093750 Penalty: 4031.778076
	Iteration 23Q: 3 clusters Score -373624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -373630.937500 Penalty: 4031.778076
	Iteration 24Q: 3 clusters Score -373630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -373637.343750 Penalty: 4031.778076
	Iteration 25Q: 3 clusters Score -373637.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -373644.468750 Penalty: 4031.778076
	Iteration 26Q: 3 clusters Score -373644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -373650.281250 Penalty: 4031.778076
	Iteration 27Q: 3 clusters Score -373650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373652.281250 Penalty: 4031.778076
	Iteration 28Q: 3 clusters Score -373652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373655.625000 Penalty: 4031.778076
	Iteration 29Q: 3 clusters Score -373655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373657.812500 Penalty: 4031.778076
	Iteration 30Q: 3 clusters Score -373657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373659.468750 Penalty: 4031.778076
	Iteration 31Q: 3 clusters Score -373659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -373661.218750 Penalty: 4031.778076
	Iteration 32Q: 3 clusters Score -373661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -373662.812500 Penalty: 4031.778076
	Iteration 33Q: 3 clusters Score -373662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -373664.687500 Penalty: 4031.778076
	Iteration 34Q: 3 clusters Score -373664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -373663.687500 Penalty: 4031.778076
	Iteration 35Q: 3 clusters Score -373663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -373665.937500 Penalty: 4031.778076
	Iteration 36Q: 3 clusters Score -373665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373666.406250 Penalty: 4031.778076
	Iteration 37Q: 3 clusters Score -373666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373666.531250 Penalty: 4031.778076
	Iteration 38Q: 3 clusters Score -373666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373666.531250 Penalty: 4031.778076
	Iteration 39F: 3 clusters Score -373666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Entering Unmasked Estep 
Score: -958129.375000 Penalty: 2223.624756
	Iteration 0F: 2 clusters Score -958129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -951901.062500 Penalty: 4447.249512
	Iteration 0F: 3 clusters Score -951901.1 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -953736.812500 Penalty: 4447.249512
	Iteration 1F: 3 clusters Score -953736.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -954134.625000 Penalty: 4447.249512
	Iteration 2F: 3 clusters Score -954134.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -954520.437500 Penalty: 4447.249512
	Iteration 3F: 3 clusters Score -954520.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -954924.937500 Penalty: 4447.249512
	Iteration 4F: 3 clusters Score -954924.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -955317.375000 Penalty: 4447.249512
	Iteration 5F: 3 clusters Score -955317.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -955614.687500 Penalty: 4447.249512
	Iteration 6F: 3 clusters Score -955614.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -955834.375000 Penalty: 4447.249512
	Iteration 7Q: 3 clusters Score -955834.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -956012.562500 Penalty: 4447.249512
	Iteration 8Q: 3 clusters Score -956012.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -956139.250000 Penalty: 4447.249512
	Iteration 9Q: 3 clusters Score -956139.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -956211.250000 Penalty: 4447.249512
	Iteration 10Q: 3 clusters Score -956211.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -956269.062500 Penalty: 4447.249512
	Iteration 11Q: 3 clusters Score -956269.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -956300.562500 Penalty: 4447.249512
	Iteration 12Q: 3 clusters Score -956300.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -956322.937500 Penalty: 4447.249512
	Iteration 13Q: 3 clusters Score -956322.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -956339.562500 Penalty: 4447.249512
	Iteration 14Q: 3 clusters Score -956339.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -956355.312500 Penalty: 4447.249512
	Iteration 15Q: 3 clusters Score -956355.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -956368.875000 Penalty: 4447.249512
	Iteration 16Q: 3 clusters Score -956368.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -956382.312500 Penalty: 4447.249512
	Iteration 17Q: 3 clusters Score -956382.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -956388.375000 Penalty: 4447.249512
	Iteration 18Q: 3 clusters Score -956388.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -956395.375000 Penalty: 4447.249512
	Iteration 19Q: 3 clusters Score -956395.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -956402.062500 Penalty: 4447.249512
	Iteration 20F: 3 clusters Score -956402.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -956412.812500 Penalty: 4447.249512
	Iteration 21Q: 3 clusters Score -956412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -956416.500000 Penalty: 4447.249512
	Iteration 22Q: 3 clusters Score -956416.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -956425.562500 Penalty: 4447.249512
	Iteration 23Q: 3 clusters Score -956425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -956427.062500 Penalty: 4447.249512
	Iteration 24Q: 3 clusters Score -956427.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -956431.750000 Penalty: 4447.249512
	Iteration 25Q: 3 clusters Score -956431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -956435.625000 Penalty: 4447.249512
	Iteration 26Q: 3 clusters Score -956435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -956442.812500 Penalty: 4447.249512
	Iteration 27Q: 3 clusters Score -956442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -956448.000000 Penalty: 4447.249512
	Iteration 28Q: 3 clusters Score -956448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -956453.312500 Penalty: 4447.249512
	Iteration 29Q: 3 clusters Score -956453.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -956452.937500 Penalty: 4447.249512
	Iteration 30Q: 3 clusters Score -956452.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -956457.062500 Penalty: 4447.249512
	Iteration 31Q: 3 clusters Score -956457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -956461.937500 Penalty: 4447.249512
	Iteration 32Q: 3 clusters Score -956461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -956460.937500 Penalty: 4447.249512
	Iteration 33Q: 3 clusters Score -956460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -956466.062500 Penalty: 4447.249512
	Iteration 34Q: 3 clusters Score -956466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -956468.187500 Penalty: 4447.249512
	Iteration 35Q: 3 clusters Score -956468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -956469.875000 Penalty: 4447.249512
	Iteration 36Q: 3 clusters Score -956469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -956469.687500 Penalty: 4447.249512
	Iteration 37Q: 3 clusters Score -956469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -956471.750000 Penalty: 4447.249512
	Iteration 38Q: 3 clusters Score -956471.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -956477.000000 Penalty: 4447.249512
	Iteration 39Q: 3 clusters Score -956477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -956474.125000 Penalty: 4447.249512
	Iteration 40F: 3 clusters Score -956474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -956474.312500 Penalty: 4447.249512
	Iteration 41Q: 3 clusters Score -956474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -956474.312500 Penalty: 4447.249512
	Iteration 42F: 3 clusters Score -956474.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Entering Unmasked Estep 
Score: -1456950.500000 Penalty: 2318.436768
	Iteration 0F: 2 clusters Score -1456950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1448358.750000 Penalty: 4636.873535
	Iteration 0F: 3 clusters Score -1448359 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1450853.625000 Penalty: 4636.873535
	Iteration 1F: 3 clusters Score -1450854 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1451201.250000 Penalty: 4636.873535
	Iteration 2F: 3 clusters Score -1451201 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1451476.625000 Penalty: 4636.873535
	Iteration 3F: 3 clusters Score -1451477 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1451709.500000 Penalty: 4636.873535
	Iteration 4Q: 3 clusters Score -1451710 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1451914.500000 Penalty: 4636.873535
	Iteration 5Q: 3 clusters Score -1451914 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1452116.625000 Penalty: 4636.873535
	Iteration 6Q: 3 clusters Score -1452117 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1452320.125000 Penalty: 4636.873535
	Iteration 7Q: 3 clusters Score -1452320 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1452498.750000 Penalty: 4636.873535
	Iteration 8Q: 3 clusters Score -1452499 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1452687.875000 Penalty: 4636.873535
	Iteration 9Q: 3 clusters Score -1452688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1452893.500000 Penalty: 4636.873535
	Iteration 10Q: 3 clusters Score -1452894 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1453118.875000 Penalty: 4636.873535
	Iteration 11Q: 3 clusters Score -1453119 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1453337.250000 Penalty: 4636.873535
	Iteration 12Q: 3 clusters Score -1453337 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1453542.500000 Penalty: 4636.873535
	Iteration 13Q: 3 clusters Score -1453542 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1453700.250000 Penalty: 4636.873535
	Iteration 14Q: 3 clusters Score -1453700 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1453803.000000 Penalty: 4636.873535
	Iteration 15Q: 3 clusters Score -1453803 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1453883.750000 Penalty: 4636.873535
	Iteration 16Q: 3 clusters Score -1453884 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1453962.625000 Penalty: 4636.873535
	Iteration 17Q: 3 clusters Score -1453963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1454027.750000 Penalty: 4636.873535
	Iteration 18Q: 3 clusters Score -1454028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1454084.875000 Penalty: 4636.873535
	Iteration 19Q: 3 clusters Score -1454085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1454120.250000 Penalty: 4636.873535
	Iteration 20F: 3 clusters Score -1454120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1454154.875000 Penalty: 4636.873535
	Iteration 21Q: 3 clusters Score -1454155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1454174.500000 Penalty: 4636.873535
	Iteration 22Q: 3 clusters Score -1454174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1454194.500000 Penalty: 4636.873535
	Iteration 23Q: 3 clusters Score -1454194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1454208.250000 Penalty: 4636.873535
	Iteration 24Q: 3 clusters Score -1454208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1454223.500000 Penalty: 4636.873535
	Iteration 25Q: 3 clusters Score -1454224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1454230.750000 Penalty: 4636.873535
	Iteration 26Q: 3 clusters Score -1454231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1454235.875000 Penalty: 4636.873535
	Iteration 27Q: 3 clusters Score -1454236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1454242.750000 Penalty: 4636.873535
	Iteration 28Q: 3 clusters Score -1454243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1454249.500000 Penalty: 4636.873535
	Iteration 29Q: 3 clusters Score -1454250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1454253.750000 Penalty: 4636.873535
	Iteration 30Q: 3 clusters Score -1454254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1454256.000000 Penalty: 4636.873535
	Iteration 31Q: 3 clusters Score -1454256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1454258.625000 Penalty: 4636.873535
	Iteration 32Q: 3 clusters Score -1454259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1454263.250000 Penalty: 4636.873535
	Iteration 33Q: 3 clusters Score -1454263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1454265.500000 Penalty: 4636.873535
	Iteration 34Q: 3 clusters Score -1454266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1454264.500000 Penalty: 4636.873535
	Iteration 35Q: 3 clusters Score -1454264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1454265.875000 Penalty: 4636.873535
	Iteration 36Q: 3 clusters Score -1454266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1454272.250000 Penalty: 4636.873535
	Iteration 37Q: 3 clusters Score -1454272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1454273.875000 Penalty: 4636.873535
	Iteration 38Q: 3 clusters Score -1454274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1454279.000000 Penalty: 4636.873535
	Iteration 39Q: 3 clusters Score -1454279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1454282.625000 Penalty: 4636.873535
	Iteration 40F: 3 clusters Score -1454283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1454284.625000 Penalty: 4636.873535
	Iteration 41Q: 3 clusters Score -1454285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1454287.250000 Penalty: 4636.873535
	Iteration 42Q: 3 clusters Score -1454287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1454287.000000 Penalty: 4636.873535
	Iteration 43Q: 3 clusters Score -1454287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1454286.500000 Penalty: 4636.873535
	Iteration 44Q: 3 clusters Score -1454286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1454287.125000 Penalty: 4636.873535
	Iteration 45Q: 3 clusters Score -1454287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1454297.000000 Penalty: 4636.873535
	Iteration 46Q: 3 clusters Score -1454297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1454300.000000 Penalty: 4636.873535
	Iteration 47Q: 3 clusters Score -1454300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1454306.500000 Penalty: 4636.873535
	Iteration 48Q: 3 clusters Score -1454306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1454307.375000 Penalty: 4636.873535
	Iteration 49Q: 3 clusters Score -1454307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1454304.000000 Penalty: 4636.873535
	Iteration 50Q: 3 clusters Score -1454304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1454311.250000 Penalty: 4636.873535
	Iteration 51Q: 3 clusters Score -1454311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1454314.250000 Penalty: 4636.873535
	Iteration 52Q: 3 clusters Score -1454314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1454315.500000 Penalty: 4636.873535
	Iteration 53Q: 3 clusters Score -1454316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1454323.125000 Penalty: 4636.873535
	Iteration 54Q: 3 clusters Score -1454323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1454321.875000 Penalty: 4636.873535
	Iteration 55Q: 3 clusters Score -1454322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1454322.500000 Penalty: 4636.873535
	Iteration 56Q: 3 clusters Score -1454322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1454326.125000 Penalty: 4636.873535
	Iteration 57Q: 3 clusters Score -1454326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1454327.750000 Penalty: 4636.873535
	Iteration 58Q: 3 clusters Score -1454328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1454328.375000 Penalty: 4636.873535
	Iteration 59Q: 3 clusters Score -1454328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1454330.125000 Penalty: 4636.873535
	Iteration 60F: 3 clusters Score -1454330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1454336.000000 Penalty: 4636.873535
	Iteration 61Q: 3 clusters Score -1454336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1454333.625000 Penalty: 4636.873535
	Iteration 62Q: 3 clusters Score -1454334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1454336.125000 Penalty: 4636.873535
	Iteration 63Q: 3 clusters Score -1454336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1454340.125000 Penalty: 4636.873535
	Iteration 64Q: 3 clusters Score -1454340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1454341.875000 Penalty: 4636.873535
	Iteration 65Q: 3 clusters Score -1454342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1454346.500000 Penalty: 4636.873535
	Iteration 66Q: 3 clusters Score -1454346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1454349.125000 Penalty: 4636.873535
	Iteration 67Q: 3 clusters Score -1454349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1454352.750000 Penalty: 4636.873535
	Iteration 68Q: 3 clusters Score -1454353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1454353.500000 Penalty: 4636.873535
	Iteration 69Q: 3 clusters Score -1454354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1454354.750000 Penalty: 4636.873535
	Iteration 70Q: 3 clusters Score -1454355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1454354.625000 Penalty: 4636.873535
	Iteration 71Q: 3 clusters Score -1454355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1454362.375000 Penalty: 4636.873535
	Iteration 72Q: 3 clusters Score -1454362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1454366.875000 Penalty: 4636.873535
	Iteration 73Q: 3 clusters Score -1454367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1454370.125000 Penalty: 4636.873535
	Iteration 74Q: 3 clusters Score -1454370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1454378.000000 Penalty: 4636.873535
	Iteration 75Q: 3 clusters Score -1454378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1454383.125000 Penalty: 4636.873535
	Iteration 76Q: 3 clusters Score -1454383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1454386.250000 Penalty: 4636.873535
	Iteration 77Q: 3 clusters Score -1454386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1454390.750000 Penalty: 4636.873535
	Iteration 78Q: 3 clusters Score -1454391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1454397.500000 Penalty: 4636.873535
	Iteration 79Q: 3 clusters Score -1454398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1454404.250000 Penalty: 4636.873535
	Iteration 80F: 3 clusters Score -1454404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1454413.875000 Penalty: 4636.873535
	Iteration 81Q: 3 clusters Score -1454414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1454415.750000 Penalty: 4636.873535
	Iteration 82Q: 3 clusters Score -1454416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1454419.250000 Penalty: 4636.873535
	Iteration 83Q: 3 clusters Score -1454419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1454432.000000 Penalty: 4636.873535
	Iteration 84Q: 3 clusters Score -1454432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1454434.500000 Penalty: 4636.873535
	Iteration 85Q: 3 clusters Score -1454434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1454439.125000 Penalty: 4636.873535
	Iteration 86Q: 3 clusters Score -1454439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1454440.500000 Penalty: 4636.873535
	Iteration 87Q: 3 clusters Score -1454440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1454444.625000 Penalty: 4636.873535
	Iteration 88Q: 3 clusters Score -1454445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1454453.250000 Penalty: 4636.873535
	Iteration 89Q: 3 clusters Score -1454453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1454459.750000 Penalty: 4636.873535
	Iteration 90Q: 3 clusters Score -1454460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1454467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1454473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1454476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1454482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1454486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1454491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1454505.875000 Penalty: 4636.873535
	Iteration 97Q: 3 clusters Score -1454506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1454517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1454521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1454524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1454534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1454541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1454543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1454554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1454559 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1454568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1454580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1454589 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1454608 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1454624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1454627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1454640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1454656 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1454662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1454676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1454694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1454700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1454713 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1454723 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1454740 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1454758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1454768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1454781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1454796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1454804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1454815.000000 Penalty: 4636.873535
	Iteration 126Q: 3 clusters Score -1454815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1454823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1454834.875000 Penalty: 4636.873535
	Iteration 128Q: 3 clusters Score -1454835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1454844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1454851.000000 Penalty: 4636.873535
	Iteration 130Q: 3 clusters Score -1454851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1454857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1454863 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1454863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1454873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1454878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1454886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1454889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1454894.250000 Penalty: 4636.873535
	Iteration 138Q: 3 clusters Score -1454894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1454894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1454897.750000 Penalty: 4636.873535
	Iteration 140F: 3 clusters Score -1454898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1454911.000000 Penalty: 4636.873535
	Iteration 141Q: 3 clusters Score -1454911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1454912 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1454909.250000 Penalty: 4636.873535
	Iteration 143Q: 3 clusters Score -1454909 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1454917.875000 Penalty: 4636.873535
	Iteration 144Q: 3 clusters Score -1454918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1454921.625000 Penalty: 4636.873535
	Iteration 145Q: 3 clusters Score -1454922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1454925.250000 Penalty: 4636.873535
	Iteration 146Q: 3 clusters Score -1454925 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9640 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1454926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1454924.625000 Penalty: 4636.873535
	Iteration 148Q: 3 clusters Score -1454925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1454926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1454924.375000 Penalty: 4636.873535
	Iteration 150Q: 3 clusters Score -1454924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1454928.625000 Penalty: 4636.873535
	Iteration 151Q: 3 clusters Score -1454929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1454934.000000 Penalty: 4636.873535
	Iteration 152Q: 3 clusters Score -1454934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1454936.875000 Penalty: 4636.873535
	Iteration 153Q: 3 clusters Score -1454937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1454939.500000 Penalty: 4636.873535
	Iteration 154Q: 3 clusters Score -1454940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1454938.250000 Penalty: 4636.873535
	Iteration 155Q: 3 clusters Score -1454938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1454939.500000 Penalty: 4636.873535
	Iteration 156Q: 3 clusters Score -1454940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1454944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1454946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1790 members 
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	Iteration 159Q: 3 clusters Score -1454949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1454947.375000 Penalty: 4636.873535
	Iteration 160F: 3 clusters Score -1454947 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1454947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1454945.875000 Penalty: 4636.873535
	Iteration 162Q: 3 clusters Score -1454946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1454944 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1454947.125000 Penalty: 4636.873535
	Iteration 164Q: 3 clusters Score -1454947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1454949.375000 Penalty: 4636.873535
	Iteration 165Q: 3 clusters Score -1454949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1454955.625000 Penalty: 4636.873535
	Iteration 166Q: 3 clusters Score -1454956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1454958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1454960.375000 Penalty: 4636.873535
	Iteration 168Q: 3 clusters Score -1454960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1454962.500000 Penalty: 4636.873535
	Iteration 169Q: 3 clusters Score -1454962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1454962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1454963.125000 Penalty: 4636.873535
	Iteration 171Q: 3 clusters Score -1454963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1454962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1454963.250000 Penalty: 4636.873535
	Iteration 173Q: 3 clusters Score -1454963 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1454964.625000 Penalty: 4636.873535
	Iteration 174Q: 3 clusters Score -1454965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1454961.750000 Penalty: 4636.873535
	Iteration 175Q: 3 clusters Score -1454962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1454966.500000 Penalty: 4636.873535
	Iteration 176Q: 3 clusters Score -1454966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1454967 nChanged 2
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Mstep: Class 1 contains 9773 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1454965 nChanged 1
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Mstep: Class 1 contains 9774 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1454967 nChanged 2
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Mstep: Class 1 contains 9776 members 
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Entering Unmasked Estep 
Score: -1454966.625000 Penalty: 4636.873535
	Iteration 180F: 3 clusters Score -1454967 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1454967 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9780 members 
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Entering Unmasked Estep 
Score: -1454969.125000 Penalty: 4636.873535
	Iteration 182Q: 3 clusters Score -1454969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1454968.750000 Penalty: 4636.873535
	Iteration 183Q: 3 clusters Score -1454969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1454973.250000 Penalty: 4636.873535
	Iteration 184Q: 3 clusters Score -1454973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1454971.125000 Penalty: 4636.873535
	Iteration 185Q: 3 clusters Score -1454971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1454976.625000 Penalty: 4636.873535
	Iteration 186Q: 3 clusters Score -1454977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1454978.500000 Penalty: 4636.873535
	Iteration 187Q: 3 clusters Score -1454978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1454980.000000 Penalty: 4636.873535
	Iteration 188Q: 3 clusters Score -1454980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1454981.875000 Penalty: 4636.873535
	Iteration 189Q: 3 clusters Score -1454982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1454987.625000 Penalty: 4636.873535
	Iteration 190Q: 3 clusters Score -1454988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1454989.500000 Penalty: 4636.873535
	Iteration 191Q: 3 clusters Score -1454990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1454990.125000 Penalty: 4636.873535
	Iteration 192Q: 3 clusters Score -1454990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1454995.375000 Penalty: 4636.873535
	Iteration 193Q: 3 clusters Score -1454995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1454995.125000 Penalty: 4636.873535
	Iteration 194Q: 3 clusters Score -1454995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1454997.125000 Penalty: 4636.873535
	Iteration 195Q: 3 clusters Score -1454997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1455000.500000 Penalty: 4636.873535
	Iteration 196Q: 3 clusters Score -1455000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1455004.500000 Penalty: 4636.873535
	Iteration 197Q: 3 clusters Score -1455004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1455007.125000 Penalty: 4636.873535
	Iteration 198Q: 3 clusters Score -1455007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1455007.250000 Penalty: 4636.873535
	Iteration 199Q: 3 clusters Score -1455007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1455013.000000 Penalty: 4636.873535
	Iteration 200F: 3 clusters Score -1455013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1455014.500000 Penalty: 4636.873535
	Iteration 201Q: 3 clusters Score -1455014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1455022.625000 Penalty: 4636.873535
	Iteration 202Q: 3 clusters Score -1455023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1455029.000000 Penalty: 4636.873535
	Iteration 203Q: 3 clusters Score -1455029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1455033.750000 Penalty: 4636.873535
	Iteration 204Q: 3 clusters Score -1455034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1455038.625000 Penalty: 4636.873535
	Iteration 205Q: 3 clusters Score -1455039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1455055.625000 Penalty: 4636.873535
	Iteration 206Q: 3 clusters Score -1455056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1455070.250000 Penalty: 4636.873535
	Iteration 207Q: 3 clusters Score -1455070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1455085.875000 Penalty: 4636.873535
	Iteration 208Q: 3 clusters Score -1455086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1455115.750000 Penalty: 4636.873535
	Iteration 209Q: 3 clusters Score -1455116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1455165.375000 Penalty: 4636.873535
	Iteration 210Q: 3 clusters Score -1455165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1455244.250000 Penalty: 4636.873535
	Iteration 211Q: 3 clusters Score -1455244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1455355.750000 Penalty: 4636.873535
	Iteration 212Q: 3 clusters Score -1455356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1455421.000000 Penalty: 4636.873535
	Iteration 213Q: 3 clusters Score -1455421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1455457.375000 Penalty: 4636.873535
	Iteration 214Q: 3 clusters Score -1455457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1455482.375000 Penalty: 4636.873535
	Iteration 215Q: 3 clusters Score -1455482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1455506.750000 Penalty: 4636.873535
	Iteration 216Q: 3 clusters Score -1455507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1455522.500000 Penalty: 4636.873535
	Iteration 217Q: 3 clusters Score -1455522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1455530.625000 Penalty: 4636.873535
	Iteration 218Q: 3 clusters Score -1455531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1455534.625000 Penalty: 4636.873535
	Iteration 219Q: 3 clusters Score -1455535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1455544.125000 Penalty: 4636.873535
	Iteration 220F: 3 clusters Score -1455544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1455546.375000 Penalty: 4636.873535
	Iteration 221Q: 3 clusters Score -1455546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1455551.625000 Penalty: 4636.873535
	Iteration 222Q: 3 clusters Score -1455552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1455552.125000 Penalty: 4636.873535
	Iteration 223Q: 3 clusters Score -1455552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1455554.250000 Penalty: 4636.873535
	Iteration 224Q: 3 clusters Score -1455554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1455550.625000 Penalty: 4636.873535
	Iteration 225Q: 3 clusters Score -1455551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1455552.625000 Penalty: 4636.873535
	Iteration 226Q: 3 clusters Score -1455553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1455554.875000 Penalty: 4636.873535
	Iteration 227Q: 3 clusters Score -1455555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1455554.875000 Penalty: 4636.873535
	Iteration 228F: 3 clusters Score -1455555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -518107.687500 Penalty: 2066.591309
	Iteration 0F: 2 clusters Score -518107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -514132.187500 Penalty: 4133.182617
	Iteration 0F: 3 clusters Score -514132.2 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -515049.093750 Penalty: 4133.182617
	Iteration 1F: 3 clusters Score -515049.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -515390.750000 Penalty: 4133.182617
	Iteration 2F: 3 clusters Score -515390.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -515718.343750 Penalty: 4133.182617
	Iteration 3F: 3 clusters Score -515718.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -515988.343750 Penalty: 4133.182617
	Iteration 4F: 3 clusters Score -515988.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -516211.500000 Penalty: 4133.182617
	Iteration 5F: 3 clusters Score -516211.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -516380.000000 Penalty: 4133.182617
	Iteration 6F: 3 clusters Score -516380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -516511.875000 Penalty: 4133.182617
	Iteration 7Q: 3 clusters Score -516511.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -516638.250000 Penalty: 4133.182617
	Iteration 8Q: 3 clusters Score -516638.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -516714.468750 Penalty: 4133.182617
	Iteration 9Q: 3 clusters Score -516714.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -516759.093750 Penalty: 4133.182617
	Iteration 10Q: 3 clusters Score -516759.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -516791.500000 Penalty: 4133.182617
	Iteration 11Q: 3 clusters Score -516791.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -516818.656250 Penalty: 4133.182617
	Iteration 12Q: 3 clusters Score -516818.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -516845.062500 Penalty: 4133.182617
	Iteration 13Q: 3 clusters Score -516845.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -516865.093750 Penalty: 4133.182617
	Iteration 14Q: 3 clusters Score -516865.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -516875.718750 Penalty: 4133.182617
	Iteration 15Q: 3 clusters Score -516875.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -516883.000000 Penalty: 4133.182617
	Iteration 16Q: 3 clusters Score -516883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -516887.656250 Penalty: 4133.182617
	Iteration 17Q: 3 clusters Score -516887.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -516892.500000 Penalty: 4133.182617
	Iteration 18Q: 3 clusters Score -516892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -516898.500000 Penalty: 4133.182617
	Iteration 19Q: 3 clusters Score -516898.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -516901.500000 Penalty: 4133.182617
	Iteration 20F: 3 clusters Score -516901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -516904.187500 Penalty: 4133.182617
	Iteration 21Q: 3 clusters Score -516904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -516910.250000 Penalty: 4133.182617
	Iteration 22Q: 3 clusters Score -516910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -516913.281250 Penalty: 4133.182617
	Iteration 23Q: 3 clusters Score -516913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -516915.625000 Penalty: 4133.182617
	Iteration 24Q: 3 clusters Score -516915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -516916.281250 Penalty: 4133.182617
	Iteration 25Q: 3 clusters Score -516916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -516917.125000 Penalty: 4133.182617
	Iteration 26Q: 3 clusters Score -516917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -516917.437500 Penalty: 4133.182617
	Iteration 27Q: 3 clusters Score -516917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -516918.750000 Penalty: 4133.182617
	Iteration 28Q: 3 clusters Score -516918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -516918.750000 Penalty: 4133.182617
	Iteration 29F: 3 clusters Score -516918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -489596.281250 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -489596.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -485710.781250 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -485710.8 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -486568.281250 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -486568.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -486740.218750 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -486740.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -486854.500000 Penalty: 4106.729980
	Iteration 3Q: 3 clusters Score -486854.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -486944.000000 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -486944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -486991.156250 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -486991.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -487027.906250 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -487027.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -487054.156250 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -487054.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487074.718750 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -487074.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -487094.593750 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -487094.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -487105.812500 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -487105.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487112.000000 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -487112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487117.312500 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -487117.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -487121.218750 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -487121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487128.000000 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -487128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -487137.125000 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -487137.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -487146.875000 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -487146.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -487153.031250 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -487153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -487159.187500 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -487159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -487166.656250 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -487166.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487175.312500 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -487175.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -487181.437500 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -487181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -487186.718750 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -487186.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487191.531250 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -487191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487195.656250 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -487195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -487199.906250 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -487199.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487204.531250 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -487204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -487207.812500 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -487207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -487211.093750 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -487211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -487215.406250 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -487215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -487219.031250 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -487219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -487220.781250 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -487220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -487222.312500 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -487222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -487222.468750 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -487222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -487223.000000 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -487223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -487224.093750 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -487224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -487226.343750 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -487226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -487227.437500 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -487227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -487227.312500 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -487227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -487227.312500 Penalty: 4106.729980
	Iteration 39F: 3 clusters Score -487227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Entering Unmasked Estep 
Score: -1851878.875000 Penalty: 2409.496582
	Iteration 0F: 2 clusters Score -1851879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1840019.875000 Penalty: 4818.993164
	Iteration 0F: 3 clusters Score -1840020 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1844402.625000 Penalty: 4818.993164
	Iteration 1F: 3 clusters Score -1844403 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1845246.500000 Penalty: 4818.993164
	Iteration 2F: 3 clusters Score -1845246 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1845964.625000 Penalty: 4818.993164
	Iteration 3F: 3 clusters Score -1845965 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1846623.375000 Penalty: 4818.993164
	Iteration 4F: 3 clusters Score -1846623 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1847238.500000 Penalty: 4818.993164
	Iteration 5F: 3 clusters Score -1847238 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1847738.750000 Penalty: 4818.993164
	Iteration 6F: 3 clusters Score -1847739 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1848166.750000 Penalty: 4818.993164
	Iteration 7Q: 3 clusters Score -1848167 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1848541.375000 Penalty: 4818.993164
	Iteration 8Q: 3 clusters Score -1848541 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1848831.500000 Penalty: 4818.993164
	Iteration 9Q: 3 clusters Score -1848832 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1849075.875000 Penalty: 4818.993164
	Iteration 10Q: 3 clusters Score -1849076 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1849282.000000 Penalty: 4818.993164
	Iteration 11Q: 3 clusters Score -1849282 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1849446.125000 Penalty: 4818.993164
	Iteration 12Q: 3 clusters Score -1849446 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1849571.375000 Penalty: 4818.993164
	Iteration 13Q: 3 clusters Score -1849571 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1849669.500000 Penalty: 4818.993164
	Iteration 14Q: 3 clusters Score -1849670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1849737.500000 Penalty: 4818.993164
	Iteration 15Q: 3 clusters Score -1849738 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1849795.500000 Penalty: 4818.993164
	Iteration 16Q: 3 clusters Score -1849796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1849836.000000 Penalty: 4818.993164
	Iteration 17Q: 3 clusters Score -1849836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1849861.500000 Penalty: 4818.993164
	Iteration 18Q: 3 clusters Score -1849862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1849878.875000 Penalty: 4818.993164
	Iteration 19Q: 3 clusters Score -1849879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1849896.625000 Penalty: 4818.993164
	Iteration 20F: 3 clusters Score -1849897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1849914.125000 Penalty: 4818.993164
	Iteration 21Q: 3 clusters Score -1849914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1849925.125000 Penalty: 4818.993164
	Iteration 22Q: 3 clusters Score -1849925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1849944.000000 Penalty: 4818.993164
	Iteration 23Q: 3 clusters Score -1849944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1849953.000000 Penalty: 4818.993164
	Iteration 24Q: 3 clusters Score -1849953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1849961.500000 Penalty: 4818.993164
	Iteration 25Q: 3 clusters Score -1849962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1849971.625000 Penalty: 4818.993164
	Iteration 26Q: 3 clusters Score -1849972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1849974.375000 Penalty: 4818.993164
	Iteration 27Q: 3 clusters Score -1849974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1849977.000000 Penalty: 4818.993164
	Iteration 28Q: 3 clusters Score -1849977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1849984.000000 Penalty: 4818.993164
	Iteration 29Q: 3 clusters Score -1849984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1849982.500000 Penalty: 4818.993164
	Iteration 30Q: 3 clusters Score -1849982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1849988.250000 Penalty: 4818.993164
	Iteration 31Q: 3 clusters Score -1849988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1849990.875000 Penalty: 4818.993164
	Iteration 32Q: 3 clusters Score -1849991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1849995.125000 Penalty: 4818.993164
	Iteration 33Q: 3 clusters Score -1849995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1849999.625000 Penalty: 4818.993164
	Iteration 34Q: 3 clusters Score -1850000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1849994.750000 Penalty: 4818.993164
	Iteration 35Q: 3 clusters Score -1849995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1849998.500000 Penalty: 4818.993164
	Iteration 36Q: 3 clusters Score -1849998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1849999.750000 Penalty: 4818.993164
	Iteration 37Q: 3 clusters Score -1850000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1850003.375000 Penalty: 4818.993164
	Iteration 38Q: 3 clusters Score -1850003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1850006.000000 Penalty: 4818.993164
	Iteration 39Q: 3 clusters Score -1850006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1850005.625000 Penalty: 4818.993164
	Iteration 40F: 3 clusters Score -1850006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1850005.500000 Penalty: 4818.993164
	Iteration 41Q: 3 clusters Score -1850006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1850010.125000 Penalty: 4818.993164
	Iteration 42Q: 3 clusters Score -1850010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1850012.125000 Penalty: 4818.993164
	Iteration 43Q: 3 clusters Score -1850012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1850020.375000 Penalty: 4818.993164
	Iteration 44Q: 3 clusters Score -1850020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1850020.125000 Penalty: 4818.993164
	Iteration 45Q: 3 clusters Score -1850020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1850022.875000 Penalty: 4818.993164
	Iteration 46Q: 3 clusters Score -1850023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1850019.875000 Penalty: 4818.993164
	Iteration 47Q: 3 clusters Score -1850020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1850021.625000 Penalty: 4818.993164
	Iteration 48Q: 3 clusters Score -1850022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1850026.375000 Penalty: 4818.993164
	Iteration 49Q: 3 clusters Score -1850026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1850026.375000 Penalty: 4818.993164
	Iteration 50Q: 3 clusters Score -1850026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1850029.500000 Penalty: 4818.993164
	Iteration 51Q: 3 clusters Score -1850030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1850032.500000 Penalty: 4818.993164
	Iteration 52Q: 3 clusters Score -1850032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1850031.500000 Penalty: 4818.993164
	Iteration 53Q: 3 clusters Score -1850032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1850031.500000 Penalty: 4818.993164
	Iteration 54Q: 3 clusters Score -1850032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1850032.500000 Penalty: 4818.993164
	Iteration 55Q: 3 clusters Score -1850032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1850029.500000 Penalty: 4818.993164
	Iteration 56Q: 3 clusters Score -1850030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1850032.000000 Penalty: 4818.993164
	Iteration 57Q: 3 clusters Score -1850032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1850032.500000 Penalty: 4818.993164
	Iteration 58Q: 3 clusters Score -1850032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1850031.125000 Penalty: 4818.993164
	Iteration 59Q: 3 clusters Score -1850031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1850030.875000 Penalty: 4818.993164
	Iteration 60F: 3 clusters Score -1850031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1850033.500000 Penalty: 4818.993164
	Iteration 61Q: 3 clusters Score -1850034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1850034.375000 Penalty: 4818.993164
	Iteration 62Q: 3 clusters Score -1850034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1850031.375000 Penalty: 4818.993164
	Iteration 63Q: 3 clusters Score -1850031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1850031.375000 Penalty: 4818.993164
	Iteration 64Q: 3 clusters Score -1850031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1850029.750000 Penalty: 4818.993164
	Iteration 65Q: 3 clusters Score -1850030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1850030.375000 Penalty: 4818.993164
	Iteration 66Q: 3 clusters Score -1850030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1850032.750000 Penalty: 4818.993164
	Iteration 67Q: 3 clusters Score -1850033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1850032.750000 Penalty: 4818.993164
	Iteration 68F: 3 clusters Score -1850033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -688233.500000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -688233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -683413.812500 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -683413.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -684611.875000 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -684611.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -684798.562500 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -684798.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -684925.250000 Penalty: 4270.266113
	Iteration 3Q: 3 clusters Score -684925.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -685040.000000 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -685040 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -685151.312500 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -685151.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -685250.875000 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -685250.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -685354.562500 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -685354.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -685449.375000 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -685449.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -685560.500000 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -685560.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -685690.000000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -685690 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -685820.562500 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -685820.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -685944.375000 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -685944.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -686065.250000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -686065.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -686170.250000 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -686170.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -686258.062500 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -686258.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -686333.125000 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -686333.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -686394.000000 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -686394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -686442.375000 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -686442.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -686485.625000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -686485.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -686518.437500 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -686518.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -686539.937500 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -686539.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -686558.875000 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -686558.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -686568.125000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -686568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -686573.187500 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -686573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -686574.750000 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -686574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -686577.062500 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -686577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -686578.625000 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -686578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -686580.000000 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -686580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -686583.625000 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -686583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -686587.812500 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -686587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -686589.562500 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -686589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -686591.250000 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -686591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -686591.250000 Penalty: 4270.266113
	Iteration 33F: 3 clusters Score -686591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (105590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Entering Unmasked Estep 
Score: -13765493.000000 Penalty: 2868.695068
	Iteration 0F: 2 clusters Score -1.376549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -13694710.000000 Penalty: 5737.390137
	Iteration 0F: 3 clusters Score -1.369471e+07 nChanged 49913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -13723584.000000 Penalty: 5737.390137
	Iteration 1F: 3 clusters Score -1.372358e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -13724486.000000 Penalty: 5737.390137
	Iteration 2Q: 3 clusters Score -1.372449e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -13725502.000000 Penalty: 5737.390137
	Iteration 3Q: 3 clusters Score -1.37255e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -13726515.000000 Penalty: 5737.390137
	Iteration 4Q: 3 clusters Score -1.372652e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -13727662.000000 Penalty: 5737.390137
	Iteration 5Q: 3 clusters Score -1.372766e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -13729508.000000 Penalty: 5737.390137
	Iteration 6Q: 3 clusters Score -1.372951e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -13732221.000000 Penalty: 5737.390137
	Iteration 7Q: 3 clusters Score -1.373222e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -13736231.000000 Penalty: 5737.390137
	Iteration 8F: 3 clusters Score -1.373623e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -13741643.000000 Penalty: 5737.390137
	Iteration 9F: 3 clusters Score -1.374164e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -13747322.000000 Penalty: 5737.390137
	Iteration 10F: 3 clusters Score -1.374732e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -13751549.000000 Penalty: 5737.390137
	Iteration 11Q: 3 clusters Score -1.375155e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -13754527.000000 Penalty: 5737.390137
	Iteration 12Q: 3 clusters Score -1.375453e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -13756466.000000 Penalty: 5737.390137
	Iteration 13Q: 3 clusters Score -1.375647e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -13757615.000000 Penalty: 5737.390137
	Iteration 14Q: 3 clusters Score -1.375762e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -13758581.000000 Penalty: 5737.390137
	Iteration 15Q: 3 clusters Score -1.375858e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -13759317.000000 Penalty: 5737.390137
	Iteration 16Q: 3 clusters Score -1.375932e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -13759949.000000 Penalty: 5737.390137
	Iteration 17Q: 3 clusters Score -1.375995e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -13760571.000000 Penalty: 5737.390137
	Iteration 18Q: 3 clusters Score -1.376057e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -13761030.000000 Penalty: 5737.390137
	Iteration 19Q: 3 clusters Score -1.376103e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -13761435.000000 Penalty: 5737.390137
	Iteration 20F: 3 clusters Score -1.376144e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -13761744.000000 Penalty: 5737.390137
	Iteration 21Q: 3 clusters Score -1.376174e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -13761970.000000 Penalty: 5737.390137
	Iteration 22Q: 3 clusters Score -1.376197e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -13762158.000000 Penalty: 5737.390137
	Iteration 23Q: 3 clusters Score -1.376216e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -13762380.000000 Penalty: 5737.390137
	Iteration 24Q: 3 clusters Score -1.376238e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -13762512.000000 Penalty: 5737.390137
	Iteration 25Q: 3 clusters Score -1.376251e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -13762620.000000 Penalty: 5737.390137
	Iteration 26Q: 3 clusters Score -1.376262e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -13762671.000000 Penalty: 5737.390137
	Iteration 27Q: 3 clusters Score -1.376267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -13762755.000000 Penalty: 5737.390137
	Iteration 28Q: 3 clusters Score -1.376276e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -13762802.000000 Penalty: 5737.390137
	Iteration 29Q: 3 clusters Score -1.37628e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -13762885.000000 Penalty: 5737.390137
	Iteration 30Q: 3 clusters Score -1.376288e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -13762921.000000 Penalty: 5737.390137
	Iteration 31Q: 3 clusters Score -1.376292e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -13762962.000000 Penalty: 5737.390137
	Iteration 32Q: 3 clusters Score -1.376296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -13763003.000000 Penalty: 5737.390137
	Iteration 33Q: 3 clusters Score -1.3763e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -13763029.000000 Penalty: 5737.390137
	Iteration 34Q: 3 clusters Score -1.376303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -13763041.000000 Penalty: 5737.390137
	Iteration 35Q: 3 clusters Score -1.376304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -13763040.000000 Penalty: 5737.390137
	Iteration 36Q: 3 clusters Score -1.376304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -13763054.000000 Penalty: 5737.390137
	Iteration 37Q: 3 clusters Score -1.376305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -13763059.000000 Penalty: 5737.390137
	Iteration 38Q: 3 clusters Score -1.376306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13763062.000000 Penalty: 5737.390137
	Iteration 39Q: 3 clusters Score -1.376306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -13763055.000000 Penalty: 5737.390137
	Iteration 40F: 3 clusters Score -1.376306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -13763061.000000 Penalty: 5737.390137
	Iteration 41Q: 3 clusters Score -1.376306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -13763064.000000 Penalty: 5737.390137
	Iteration 42Q: 3 clusters Score -1.376306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -13763062.000000 Penalty: 5737.390137
	Iteration 43Q: 3 clusters Score -1.376306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -13763056.000000 Penalty: 5737.390137
	Iteration 44Q: 3 clusters Score -1.376306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -13763053.000000 Penalty: 5737.390137
	Iteration 45Q: 3 clusters Score -1.376305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -13763049.000000 Penalty: 5737.390137
	Iteration 46Q: 3 clusters Score -1.376305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -13763048.000000 Penalty: 5737.390137
	Iteration 47Q: 3 clusters Score -1.376305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -13763052.000000 Penalty: 5737.390137
	Iteration 48Q: 3 clusters Score -1.376305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -13763052.000000 Penalty: 5737.390137
	Iteration 49F: 3 clusters Score -1.376305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (297536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297536 members 
Entering Unmasked Estep 
Score: -38611836.000000 Penalty: 3125.615967
	Iteration 0F: 2 clusters Score -3.861184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -38427332.000000 Penalty: 6251.231934
	Iteration 0F: 3 clusters Score -3.842733e+07 nChanged 144463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -38513240.000000 Penalty: 6251.231934
	Iteration 1F: 3 clusters Score -3.851324e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 138869 members 
Entering Unmasked Estep 
Score: -38514476.000000 Penalty: 6251.231934
	Iteration 2Q: 3 clusters Score -3.851448e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -38516256.000000 Penalty: 6251.231934
	Iteration 3Q: 3 clusters Score -3.851626e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -38519716.000000 Penalty: 6251.231934
	Iteration 4Q: 3 clusters Score -3.851972e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -38526188.000000 Penalty: 6251.231934
	Iteration 5Q: 3 clusters Score -3.852619e+07 nChanged 19209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206146 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -38537676.000000 Penalty: 6251.231934
	Iteration 6F: 3 clusters Score -3.853768e+07 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229920 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -38553472.000000 Penalty: 6251.231934
	Iteration 7F: 3 clusters Score -3.855347e+07 nChanged 24157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254027 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -38571696.000000 Penalty: 6251.231934
	Iteration 8F: 3 clusters Score -3.85717e+07 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272938 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -38587292.000000 Penalty: 6251.231934
	Iteration 9F: 3 clusters Score -3.858729e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284847 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -38597608.000000 Penalty: 6251.231934
	Iteration 10Q: 3 clusters Score -3.859761e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291203 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -38603324.000000 Penalty: 6251.231934
	Iteration 11Q: 3 clusters Score -3.860332e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294269 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -38606132.000000 Penalty: 6251.231934
	Iteration 12Q: 3 clusters Score -3.860613e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295676 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -38607364.000000 Penalty: 6251.231934
	Iteration 13Q: 3 clusters Score -3.860736e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296316 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -38607956.000000 Penalty: 6251.231934
	Iteration 14Q: 3 clusters Score -3.860796e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296626 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -38608340.000000 Penalty: 6251.231934
	Iteration 15Q: 3 clusters Score -3.860834e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296770 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -38608468.000000 Penalty: 6251.231934
	Iteration 16Q: 3 clusters Score -3.860847e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296846 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -38608584.000000 Penalty: 6251.231934
	Iteration 17Q: 3 clusters Score -3.860858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296902 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -38608672.000000 Penalty: 6251.231934
	Iteration 18Q: 3 clusters Score -3.860867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -38608724.000000 Penalty: 6251.231934
	Iteration 19Q: 3 clusters Score -3.860872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296980 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -38608748.000000 Penalty: 6251.231934
	Iteration 20F: 3 clusters Score -3.860875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296988 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38608784.000000 Penalty: 6251.231934
	Iteration 21Q: 3 clusters Score -3.860878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296993 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -38608808.000000 Penalty: 6251.231934
	Iteration 22Q: 3 clusters Score -3.860881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296998 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38608824.000000 Penalty: 6251.231934
	Iteration 23Q: 3 clusters Score -3.860882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297002 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38608804.000000 Penalty: 6251.231934
	Iteration 24Q: 3 clusters Score -3.86088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297004 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -38608832.000000 Penalty: 6251.231934
	Iteration 25Q: 3 clusters Score -3.860883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297010 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -38608844.000000 Penalty: 6251.231934
	Iteration 26Q: 3 clusters Score -3.860884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297018 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38608836.000000 Penalty: 6251.231934
	Iteration 27Q: 3 clusters Score -3.860884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297024 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -38608852.000000 Penalty: 6251.231934
	Iteration 28Q: 3 clusters Score -3.860885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297028 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38608840.000000 Penalty: 6251.231934
	Iteration 29Q: 3 clusters Score -3.860884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297031 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38608868.000000 Penalty: 6251.231934
	Iteration 30Q: 3 clusters Score -3.860887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297034 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -38608856.000000 Penalty: 6251.231934
	Iteration 31Q: 3 clusters Score -3.860886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297037 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38608876.000000 Penalty: 6251.231934
	Iteration 32Q: 3 clusters Score -3.860888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297037 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38608872.000000 Penalty: 6251.231934
	Iteration 33Q: 3 clusters Score -3.860887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297037 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38608868.000000 Penalty: 6251.231934
	Iteration 34Q: 3 clusters Score -3.860887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297038 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -38608864.000000 Penalty: 6251.231934
	Iteration 35Q: 3 clusters Score -3.860886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297038 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -38608864.000000 Penalty: 6251.231934
	Iteration 36F: 3 clusters Score -3.860886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Entering Unmasked Estep 
Score: -1805710.875000 Penalty: 2382.043457
	Iteration 0F: 2 clusters Score -1805711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1794944.625000 Penalty: 4764.086914
	Iteration 0F: 3 clusters Score -1794945 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1798444.000000 Penalty: 4764.086914
	Iteration 1F: 3 clusters Score -1798444 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1798940.500000 Penalty: 4764.086914
	Iteration 2F: 3 clusters Score -1798940 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1799391.125000 Penalty: 4764.086914
	Iteration 3F: 3 clusters Score -1799391 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1799846.625000 Penalty: 4764.086914
	Iteration 4F: 3 clusters Score -1799847 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1800302.500000 Penalty: 4764.086914
	Iteration 5F: 3 clusters Score -1800302 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1800752.375000 Penalty: 4764.086914
	Iteration 6F: 3 clusters Score -1800752 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1801122.000000 Penalty: 4764.086914
	Iteration 7Q: 3 clusters Score -1801122 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1801411.750000 Penalty: 4764.086914
	Iteration 8Q: 3 clusters Score -1801412 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1801619.750000 Penalty: 4764.086914
	Iteration 9Q: 3 clusters Score -1801620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1801777.000000 Penalty: 4764.086914
	Iteration 10Q: 3 clusters Score -1801777 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1801924.750000 Penalty: 4764.086914
	Iteration 11Q: 3 clusters Score -1801925 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1802081.625000 Penalty: 4764.086914
	Iteration 12Q: 3 clusters Score -1802082 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1802240.500000 Penalty: 4764.086914
	Iteration 13Q: 3 clusters Score -1802240 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1802427.625000 Penalty: 4764.086914
	Iteration 14Q: 3 clusters Score -1802428 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1802628.375000 Penalty: 4764.086914
	Iteration 15Q: 3 clusters Score -1802628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1802810.500000 Penalty: 4764.086914
	Iteration 16Q: 3 clusters Score -1802810 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1803009.500000 Penalty: 4764.086914
	Iteration 17Q: 3 clusters Score -1803010 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1803161.875000 Penalty: 4764.086914
	Iteration 18Q: 3 clusters Score -1803162 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1803264.125000 Penalty: 4764.086914
	Iteration 19Q: 3 clusters Score -1803264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1803313.375000 Penalty: 4764.086914
	Iteration 20F: 3 clusters Score -1803313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1803346.125000 Penalty: 4764.086914
	Iteration 21Q: 3 clusters Score -1803346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1803371.500000 Penalty: 4764.086914
	Iteration 22Q: 3 clusters Score -1803372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1803383.500000 Penalty: 4764.086914
	Iteration 23Q: 3 clusters Score -1803384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1803394.875000 Penalty: 4764.086914
	Iteration 24Q: 3 clusters Score -1803395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1803403.500000 Penalty: 4764.086914
	Iteration 25Q: 3 clusters Score -1803404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1803417.250000 Penalty: 4764.086914
	Iteration 26Q: 3 clusters Score -1803417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1803425.250000 Penalty: 4764.086914
	Iteration 27Q: 3 clusters Score -1803425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1803445.500000 Penalty: 4764.086914
	Iteration 28Q: 3 clusters Score -1803446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1803456.000000 Penalty: 4764.086914
	Iteration 29Q: 3 clusters Score -1803456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1803469.750000 Penalty: 4764.086914
	Iteration 30Q: 3 clusters Score -1803470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1803487.250000 Penalty: 4764.086914
	Iteration 31Q: 3 clusters Score -1803487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1803498.125000 Penalty: 4764.086914
	Iteration 32Q: 3 clusters Score -1803498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1803502.125000 Penalty: 4764.086914
	Iteration 33Q: 3 clusters Score -1803502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1803507.250000 Penalty: 4764.086914
	Iteration 34Q: 3 clusters Score -1803507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1803520.375000 Penalty: 4764.086914
	Iteration 35Q: 3 clusters Score -1803520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1803528.000000 Penalty: 4764.086914
	Iteration 36Q: 3 clusters Score -1803528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1803539.250000 Penalty: 4764.086914
	Iteration 37Q: 3 clusters Score -1803539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1803549.500000 Penalty: 4764.086914
	Iteration 38Q: 3 clusters Score -1803550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1803569.875000 Penalty: 4764.086914
	Iteration 39Q: 3 clusters Score -1803570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1803574.250000 Penalty: 4764.086914
	Iteration 40F: 3 clusters Score -1803574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1803594.000000 Penalty: 4764.086914
	Iteration 41Q: 3 clusters Score -1803594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1803613.125000 Penalty: 4764.086914
	Iteration 42Q: 3 clusters Score -1803613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1803631.875000 Penalty: 4764.086914
	Iteration 43Q: 3 clusters Score -1803632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1803654.000000 Penalty: 4764.086914
	Iteration 44Q: 3 clusters Score -1803654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1803671.500000 Penalty: 4764.086914
	Iteration 45Q: 3 clusters Score -1803672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1803682.500000 Penalty: 4764.086914
	Iteration 46Q: 3 clusters Score -1803682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1803703.625000 Penalty: 4764.086914
	Iteration 47Q: 3 clusters Score -1803704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1803724.750000 Penalty: 4764.086914
	Iteration 48Q: 3 clusters Score -1803725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1803743.875000 Penalty: 4764.086914
	Iteration 49Q: 3 clusters Score -1803744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1803756.000000 Penalty: 4764.086914
	Iteration 50Q: 3 clusters Score -1803756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1803774.250000 Penalty: 4764.086914
	Iteration 51Q: 3 clusters Score -1803774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1803795.125000 Penalty: 4764.086914
	Iteration 52Q: 3 clusters Score -1803795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1803809.375000 Penalty: 4764.086914
	Iteration 53Q: 3 clusters Score -1803809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1803823.875000 Penalty: 4764.086914
	Iteration 54Q: 3 clusters Score -1803824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1803831.875000 Penalty: 4764.086914
	Iteration 55Q: 3 clusters Score -1803832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1803850.625000 Penalty: 4764.086914
	Iteration 56Q: 3 clusters Score -1803851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1803859.625000 Penalty: 4764.086914
	Iteration 57Q: 3 clusters Score -1803860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1803867.625000 Penalty: 4764.086914
	Iteration 58Q: 3 clusters Score -1803868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1803875.750000 Penalty: 4764.086914
	Iteration 59Q: 3 clusters Score -1803876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1803886.500000 Penalty: 4764.086914
	Iteration 60F: 3 clusters Score -1803886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1803894.000000 Penalty: 4764.086914
	Iteration 61Q: 3 clusters Score -1803894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1803903.625000 Penalty: 4764.086914
	Iteration 62Q: 3 clusters Score -1803904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1803901.625000 Penalty: 4764.086914
	Iteration 63Q: 3 clusters Score -1803902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1803914.125000 Penalty: 4764.086914
	Iteration 64Q: 3 clusters Score -1803914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1803918.000000 Penalty: 4764.086914
	Iteration 65Q: 3 clusters Score -1803918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1803926.000000 Penalty: 4764.086914
	Iteration 66Q: 3 clusters Score -1803926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1803927.125000 Penalty: 4764.086914
	Iteration 67Q: 3 clusters Score -1803927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1803932.875000 Penalty: 4764.086914
	Iteration 68Q: 3 clusters Score -1803933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1803935.000000 Penalty: 4764.086914
	Iteration 69Q: 3 clusters Score -1803935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1803941.375000 Penalty: 4764.086914
	Iteration 70Q: 3 clusters Score -1803941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1803943.000000 Penalty: 4764.086914
	Iteration 71Q: 3 clusters Score -1803943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1803945.375000 Penalty: 4764.086914
	Iteration 72Q: 3 clusters Score -1803945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1803945.250000 Penalty: 4764.086914
	Iteration 73Q: 3 clusters Score -1803945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1803949.750000 Penalty: 4764.086914
	Iteration 74Q: 3 clusters Score -1803950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1803955.625000 Penalty: 4764.086914
	Iteration 75Q: 3 clusters Score -1803956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1803954.875000 Penalty: 4764.086914
	Iteration 76Q: 3 clusters Score -1803955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1803958.000000 Penalty: 4764.086914
	Iteration 77Q: 3 clusters Score -1803958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1803961.250000 Penalty: 4764.086914
	Iteration 78Q: 3 clusters Score -1803961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1803957.750000 Penalty: 4764.086914
	Iteration 79Q: 3 clusters Score -1803958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1803957.500000 Penalty: 4764.086914
	Iteration 80F: 3 clusters Score -1803958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1803961.750000 Penalty: 4764.086914
	Iteration 81Q: 3 clusters Score -1803962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1803963.625000 Penalty: 4764.086914
	Iteration 82Q: 3 clusters Score -1803964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1803963.625000 Penalty: 4764.086914
	Iteration 83F: 3 clusters Score -1803964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -162930.468750 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -162930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -160690.484375 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -160690.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161131.125000 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -161131.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161374.281250 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -161374.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -161675.687500 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -161675.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161954.500000 Penalty: 3630.652832
	Iteration 4F: 3 clusters Score -161954.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162137.265625 Penalty: 3630.652832
	Iteration 5F: 3 clusters Score -162137.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162227.312500 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -162227.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162266.359375 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -162266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -162290.187500 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -162290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162305.500000 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -162305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162312.140625 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -162312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162315.828125 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -162315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162320.515625 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -162320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162327.218750 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -162327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162334.859375 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -162334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162337.750000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -162337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162337.750000 Penalty: 3630.652832
	Iteration 16F: 3 clusters Score -162337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -1086210.000000 Penalty: 2248.799316
	Iteration 0F: 2 clusters Score -1086210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1079428.000000 Penalty: 4497.598633
	Iteration 0F: 3 clusters Score -1079428 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1081359.875000 Penalty: 4497.598633
	Iteration 1F: 3 clusters Score -1081360 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1081725.500000 Penalty: 4497.598633
	Iteration 2F: 3 clusters Score -1081726 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1082064.875000 Penalty: 4497.598633
	Iteration 3F: 3 clusters Score -1082065 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1082406.250000 Penalty: 4497.598633
	Iteration 4F: 3 clusters Score -1082406 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1082752.875000 Penalty: 4497.598633
	Iteration 5F: 3 clusters Score -1082753 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1083023.625000 Penalty: 4497.598633
	Iteration 6Q: 3 clusters Score -1083024 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1083232.125000 Penalty: 4497.598633
	Iteration 7Q: 3 clusters Score -1083232 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1083369.000000 Penalty: 4497.598633
	Iteration 8Q: 3 clusters Score -1083369 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1083480.750000 Penalty: 4497.598633
	Iteration 9Q: 3 clusters Score -1083481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1083569.000000 Penalty: 4497.598633
	Iteration 10Q: 3 clusters Score -1083569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1083645.875000 Penalty: 4497.598633
	Iteration 11Q: 3 clusters Score -1083646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1083698.250000 Penalty: 4497.598633
	Iteration 12Q: 3 clusters Score -1083698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1083755.000000 Penalty: 4497.598633
	Iteration 13Q: 3 clusters Score -1083755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1083798.000000 Penalty: 4497.598633
	Iteration 14Q: 3 clusters Score -1083798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1083839.125000 Penalty: 4497.598633
	Iteration 15Q: 3 clusters Score -1083839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1083872.250000 Penalty: 4497.598633
	Iteration 16Q: 3 clusters Score -1083872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1083910.000000 Penalty: 4497.598633
	Iteration 17Q: 3 clusters Score -1083910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1083939.375000 Penalty: 4497.598633
	Iteration 18Q: 3 clusters Score -1083939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1083978.125000 Penalty: 4497.598633
	Iteration 19Q: 3 clusters Score -1083978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1084006.000000 Penalty: 4497.598633
	Iteration 20F: 3 clusters Score -1084006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1084026.125000 Penalty: 4497.598633
	Iteration 21Q: 3 clusters Score -1084026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1084055.500000 Penalty: 4497.598633
	Iteration 22Q: 3 clusters Score -1084056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1084073.625000 Penalty: 4497.598633
	Iteration 23Q: 3 clusters Score -1084074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1084091.750000 Penalty: 4497.598633
	Iteration 24Q: 3 clusters Score -1084092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1084108.750000 Penalty: 4497.598633
	Iteration 25Q: 3 clusters Score -1084109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1084122.125000 Penalty: 4497.598633
	Iteration 26Q: 3 clusters Score -1084122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1084131.250000 Penalty: 4497.598633
	Iteration 27Q: 3 clusters Score -1084131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1084142.875000 Penalty: 4497.598633
	Iteration 28Q: 3 clusters Score -1084143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1084149.125000 Penalty: 4497.598633
	Iteration 29Q: 3 clusters Score -1084149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1084156.750000 Penalty: 4497.598633
	Iteration 30Q: 3 clusters Score -1084157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1084161.750000 Penalty: 4497.598633
	Iteration 31Q: 3 clusters Score -1084162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1084166.375000 Penalty: 4497.598633
	Iteration 32Q: 3 clusters Score -1084166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1084168.625000 Penalty: 4497.598633
	Iteration 33Q: 3 clusters Score -1084169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1084171.375000 Penalty: 4497.598633
	Iteration 34Q: 3 clusters Score -1084171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1084170.625000 Penalty: 4497.598633
	Iteration 35Q: 3 clusters Score -1084171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1084175.625000 Penalty: 4497.598633
	Iteration 36Q: 3 clusters Score -1084176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1084176.000000 Penalty: 4497.598633
	Iteration 37Q: 3 clusters Score -1084176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1084181.500000 Penalty: 4497.598633
	Iteration 38Q: 3 clusters Score -1084182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1084185.250000 Penalty: 4497.598633
	Iteration 39Q: 3 clusters Score -1084185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1084185.500000 Penalty: 4497.598633
	Iteration 40F: 3 clusters Score -1084186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1084188.000000 Penalty: 4497.598633
	Iteration 41Q: 3 clusters Score -1084188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1084189.500000 Penalty: 4497.598633
	Iteration 42Q: 3 clusters Score -1084190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1084190.750000 Penalty: 4497.598633
	Iteration 43Q: 3 clusters Score -1084191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1084195.625000 Penalty: 4497.598633
	Iteration 44Q: 3 clusters Score -1084196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1084196.625000 Penalty: 4497.598633
	Iteration 45Q: 3 clusters Score -1084197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1084201.375000 Penalty: 4497.598633
	Iteration 46Q: 3 clusters Score -1084201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1084201.625000 Penalty: 4497.598633
	Iteration 47Q: 3 clusters Score -1084202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1084203.750000 Penalty: 4497.598633
	Iteration 48Q: 3 clusters Score -1084204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1084205.375000 Penalty: 4497.598633
	Iteration 49Q: 3 clusters Score -1084205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1084209.000000 Penalty: 4497.598633
	Iteration 50Q: 3 clusters Score -1084209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1084214.875000 Penalty: 4497.598633
	Iteration 51Q: 3 clusters Score -1084215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1084220.875000 Penalty: 4497.598633
	Iteration 52Q: 3 clusters Score -1084221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1084226.500000 Penalty: 4497.598633
	Iteration 53Q: 3 clusters Score -1084226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1084228.500000 Penalty: 4497.598633
	Iteration 54Q: 3 clusters Score -1084228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1084229.500000 Penalty: 4497.598633
	Iteration 55Q: 3 clusters Score -1084230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1084232.375000 Penalty: 4497.598633
	Iteration 56Q: 3 clusters Score -1084232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1084236.250000 Penalty: 4497.598633
	Iteration 57Q: 3 clusters Score -1084236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1084239.375000 Penalty: 4497.598633
	Iteration 58Q: 3 clusters Score -1084239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1084243.750000 Penalty: 4497.598633
	Iteration 59Q: 3 clusters Score -1084244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1084244.125000 Penalty: 4497.598633
	Iteration 60F: 3 clusters Score -1084244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1084244.500000 Penalty: 4497.598633
	Iteration 61Q: 3 clusters Score -1084244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1084244.500000 Penalty: 4497.598633
	Iteration 62F: 3 clusters Score -1084244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Entering Unmasked Estep 
Score: -3708260.500000 Penalty: 2540.182129
	Iteration 0F: 2 clusters Score -3708260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3688842.250000 Penalty: 5080.364258
	Iteration 0F: 3 clusters Score -3688842 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3695362.000000 Penalty: 5080.364258
	Iteration 1F: 3 clusters Score -3695362 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3695761.750000 Penalty: 5080.364258
	Iteration 2Q: 3 clusters Score -3695762 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3696079.000000 Penalty: 5080.364258
	Iteration 3Q: 3 clusters Score -3696079 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3696375.000000 Penalty: 5080.364258
	Iteration 4Q: 3 clusters Score -3696375 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3696646.750000 Penalty: 5080.364258
	Iteration 5Q: 3 clusters Score -3696647 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3696881.750000 Penalty: 5080.364258
	Iteration 6Q: 3 clusters Score -3696882 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3697129.250000 Penalty: 5080.364258
	Iteration 7Q: 3 clusters Score -3697129 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3697315.750000 Penalty: 5080.364258
	Iteration 8Q: 3 clusters Score -3697316 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3697505.000000 Penalty: 5080.364258
	Iteration 9Q: 3 clusters Score -3697505 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3697701.750000 Penalty: 5080.364258
	Iteration 10Q: 3 clusters Score -3697702 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3697893.250000 Penalty: 5080.364258
	Iteration 11Q: 3 clusters Score -3697893 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3698135.000000 Penalty: 5080.364258
	Iteration 12Q: 3 clusters Score -3698135 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3698351.000000 Penalty: 5080.364258
	Iteration 13Q: 3 clusters Score -3698351 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3698655.500000 Penalty: 5080.364258
	Iteration 14Q: 3 clusters Score -3698656 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3699042.000000 Penalty: 5080.364258
	Iteration 15Q: 3 clusters Score -3699042 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3699525.500000 Penalty: 5080.364258
	Iteration 16Q: 3 clusters Score -3699526 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3700136.750000 Penalty: 5080.364258
	Iteration 17Q: 3 clusters Score -3700137 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3700846.000000 Penalty: 5080.364258
	Iteration 18Q: 3 clusters Score -3700846 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3701519.250000 Penalty: 5080.364258
	Iteration 19Q: 3 clusters Score -3701519 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3702046.750000 Penalty: 5080.364258
	Iteration 20F: 3 clusters Score -3702047 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3702408.500000 Penalty: 5080.364258
	Iteration 21Q: 3 clusters Score -3702408 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3702632.750000 Penalty: 5080.364258
	Iteration 22Q: 3 clusters Score -3702633 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3702785.250000 Penalty: 5080.364258
	Iteration 23Q: 3 clusters Score -3702785 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3702941.750000 Penalty: 5080.364258
	Iteration 24Q: 3 clusters Score -3702942 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3703034.500000 Penalty: 5080.364258
	Iteration 25Q: 3 clusters Score -3703034 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3703114.000000 Penalty: 5080.364258
	Iteration 26Q: 3 clusters Score -3703114 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3703184.000000 Penalty: 5080.364258
	Iteration 27Q: 3 clusters Score -3703184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3703260.750000 Penalty: 5080.364258
	Iteration 28Q: 3 clusters Score -3703261 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3703338.500000 Penalty: 5080.364258
	Iteration 29Q: 3 clusters Score -3703338 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3703393.750000 Penalty: 5080.364258
	Iteration 30Q: 3 clusters Score -3703394 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3703457.250000 Penalty: 5080.364258
	Iteration 31Q: 3 clusters Score -3703457 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3703525.250000 Penalty: 5080.364258
	Iteration 32Q: 3 clusters Score -3703525 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3703612.500000 Penalty: 5080.364258
	Iteration 33Q: 3 clusters Score -3703612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3703677.250000 Penalty: 5080.364258
	Iteration 34Q: 3 clusters Score -3703677 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3703749.500000 Penalty: 5080.364258
	Iteration 35Q: 3 clusters Score -3703750 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3703793.250000 Penalty: 5080.364258
	Iteration 36Q: 3 clusters Score -3703793 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3703872.750000 Penalty: 5080.364258
	Iteration 37Q: 3 clusters Score -3703873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3703913.750000 Penalty: 5080.364258
	Iteration 38Q: 3 clusters Score -3703914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3703947.000000 Penalty: 5080.364258
	Iteration 39Q: 3 clusters Score -3703947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3703964.500000 Penalty: 5080.364258
	Iteration 40F: 3 clusters Score -3703964 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3703981.250000 Penalty: 5080.364258
	Iteration 41Q: 3 clusters Score -3703981 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3704007.500000 Penalty: 5080.364258
	Iteration 42Q: 3 clusters Score -3704008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3704040.250000 Penalty: 5080.364258
	Iteration 43Q: 3 clusters Score -3704040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3704079.750000 Penalty: 5080.364258
	Iteration 44Q: 3 clusters Score -3704080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3704090.250000 Penalty: 5080.364258
	Iteration 45Q: 3 clusters Score -3704090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3704129.500000 Penalty: 5080.364258
	Iteration 46Q: 3 clusters Score -3704130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3704130.500000 Penalty: 5080.364258
	Iteration 47Q: 3 clusters Score -3704130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3704148.000000 Penalty: 5080.364258
	Iteration 48Q: 3 clusters Score -3704148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3704169.750000 Penalty: 5080.364258
	Iteration 49Q: 3 clusters Score -3704170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3704172.000000 Penalty: 5080.364258
	Iteration 50Q: 3 clusters Score -3704172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3704188.000000 Penalty: 5080.364258
	Iteration 51Q: 3 clusters Score -3704188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3704195.000000 Penalty: 5080.364258
	Iteration 52Q: 3 clusters Score -3704195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3704203.500000 Penalty: 5080.364258
	Iteration 53Q: 3 clusters Score -3704204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3704238.000000 Penalty: 5080.364258
	Iteration 54Q: 3 clusters Score -3704238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3704257.000000 Penalty: 5080.364258
	Iteration 55Q: 3 clusters Score -3704257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3704265.000000 Penalty: 5080.364258
	Iteration 56Q: 3 clusters Score -3704265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3704274.750000 Penalty: 5080.364258
	Iteration 57Q: 3 clusters Score -3704275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3704296.250000 Penalty: 5080.364258
	Iteration 58Q: 3 clusters Score -3704296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3704326.250000 Penalty: 5080.364258
	Iteration 59Q: 3 clusters Score -3704326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3704341.750000 Penalty: 5080.364258
	Iteration 60F: 3 clusters Score -3704342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3704378.000000 Penalty: 5080.364258
	Iteration 61Q: 3 clusters Score -3704378 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3704399.000000 Penalty: 5080.364258
	Iteration 62Q: 3 clusters Score -3704399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3704427.750000 Penalty: 5080.364258
	Iteration 63Q: 3 clusters Score -3704428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3704441.250000 Penalty: 5080.364258
	Iteration 64Q: 3 clusters Score -3704441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3704448.000000 Penalty: 5080.364258
	Iteration 65Q: 3 clusters Score -3704448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3704455.750000 Penalty: 5080.364258
	Iteration 66Q: 3 clusters Score -3704456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3704472.250000 Penalty: 5080.364258
	Iteration 67Q: 3 clusters Score -3704472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3704479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3704490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3704504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3704515 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3704530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3704534.000000 Penalty: 5080.364258
	Iteration 73Q: 3 clusters Score -3704534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3704544.000000 Penalty: 5080.364258
	Iteration 74Q: 3 clusters Score -3704544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3704573 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3704588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3704604.250000 Penalty: 5080.364258
	Iteration 77Q: 3 clusters Score -3704604 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3704633.000000 Penalty: 5080.364258
	Iteration 78Q: 3 clusters Score -3704633 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3704650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3704676 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3704711 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3704736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3704771 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3704804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3704837 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3704867 nChanged 148
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3704901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3704922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3704952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3704963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3704985 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3705006 nChanged 106
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Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3705016.250000 Penalty: 5080.364258
	Iteration 93Q: 3 clusters Score -3705016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3705035.250000 Penalty: 5080.364258
	Iteration 94Q: 3 clusters Score -3705035 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3705047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3705066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3705082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3705098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3705110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3705134.750000 Penalty: 5080.364258
	Iteration 100F: 3 clusters Score -3705135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3705167.000000 Penalty: 5080.364258
	Iteration 101Q: 3 clusters Score -3705167 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3705187.000000 Penalty: 5080.364258
	Iteration 102Q: 3 clusters Score -3705187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3705219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3705242.000000 Penalty: 5080.364258
	Iteration 104Q: 3 clusters Score -3705242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3705270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3705290.500000 Penalty: 5080.364258
	Iteration 106Q: 3 clusters Score -3705290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3705323.500000 Penalty: 5080.364258
	Iteration 107Q: 3 clusters Score -3705324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3705337.250000 Penalty: 5080.364258
	Iteration 108Q: 3 clusters Score -3705337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3705353.250000 Penalty: 5080.364258
	Iteration 109Q: 3 clusters Score -3705353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3705368.500000 Penalty: 5080.364258
	Iteration 110Q: 3 clusters Score -3705368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3705386.000000 Penalty: 5080.364258
	Iteration 111Q: 3 clusters Score -3705386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3705414.000000 Penalty: 5080.364258
	Iteration 112Q: 3 clusters Score -3705414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3705443.000000 Penalty: 5080.364258
	Iteration 113Q: 3 clusters Score -3705443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3705458.250000 Penalty: 5080.364258
	Iteration 114Q: 3 clusters Score -3705458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3705479.000000 Penalty: 5080.364258
	Iteration 115Q: 3 clusters Score -3705479 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3705508.250000 Penalty: 5080.364258
	Iteration 116Q: 3 clusters Score -3705508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3705522.250000 Penalty: 5080.364258
	Iteration 117Q: 3 clusters Score -3705522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3705553.250000 Penalty: 5080.364258
	Iteration 118Q: 3 clusters Score -3705553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3705581 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3705595.500000 Penalty: 5080.364258
	Iteration 120F: 3 clusters Score -3705596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3705617.750000 Penalty: 5080.364258
	Iteration 121Q: 3 clusters Score -3705618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3705636.250000 Penalty: 5080.364258
	Iteration 122Q: 3 clusters Score -3705636 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3705644.750000 Penalty: 5080.364258
	Iteration 123Q: 3 clusters Score -3705645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3705654.250000 Penalty: 5080.364258
	Iteration 124Q: 3 clusters Score -3705654 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3705678.750000 Penalty: 5080.364258
	Iteration 125Q: 3 clusters Score -3705679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3705678 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3705695.750000 Penalty: 5080.364258
	Iteration 127Q: 3 clusters Score -3705696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3705726.500000 Penalty: 5080.364258
	Iteration 128Q: 3 clusters Score -3705726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3705737.250000 Penalty: 5080.364258
	Iteration 129Q: 3 clusters Score -3705737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3705757.250000 Penalty: 5080.364258
	Iteration 130Q: 3 clusters Score -3705757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3705767.000000 Penalty: 5080.364258
	Iteration 131Q: 3 clusters Score -3705767 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3705784.250000 Penalty: 5080.364258
	Iteration 132Q: 3 clusters Score -3705784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3705797.000000 Penalty: 5080.364258
	Iteration 133Q: 3 clusters Score -3705797 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3705815.500000 Penalty: 5080.364258
	Iteration 134Q: 3 clusters Score -3705816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3705819.250000 Penalty: 5080.364258
	Iteration 135Q: 3 clusters Score -3705819 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3705839.000000 Penalty: 5080.364258
	Iteration 136Q: 3 clusters Score -3705839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3705848.500000 Penalty: 5080.364258
	Iteration 137Q: 3 clusters Score -3705848 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3705858.500000 Penalty: 5080.364258
	Iteration 138Q: 3 clusters Score -3705858 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3705861.000000 Penalty: 5080.364258
	Iteration 139Q: 3 clusters Score -3705861 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3705872.500000 Penalty: 5080.364258
	Iteration 140F: 3 clusters Score -3705872 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3705878.750000 Penalty: 5080.364258
	Iteration 141Q: 3 clusters Score -3705879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3705888 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3705890.500000 Penalty: 5080.364258
	Iteration 143Q: 3 clusters Score -3705890 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3705901.750000 Penalty: 5080.364258
	Iteration 144Q: 3 clusters Score -3705902 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3705900.500000 Penalty: 5080.364258
	Iteration 145Q: 3 clusters Score -3705900 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3705908 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3705919.750000 Penalty: 5080.364258
	Iteration 147Q: 3 clusters Score -3705920 nChanged 22
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Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3705932.250000 Penalty: 5080.364258
	Iteration 148Q: 3 clusters Score -3705932 nChanged 13
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Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3705933.000000 Penalty: 5080.364258
	Iteration 149Q: 3 clusters Score -3705933 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3705941.750000 Penalty: 5080.364258
	Iteration 150Q: 3 clusters Score -3705942 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3705942 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3705940.000000 Penalty: 5080.364258
	Iteration 152Q: 3 clusters Score -3705940 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3705943.750000 Penalty: 5080.364258
	Iteration 153Q: 3 clusters Score -3705944 nChanged 4
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Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3705948.250000 Penalty: 5080.364258
	Iteration 154Q: 3 clusters Score -3705948 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3705951.500000 Penalty: 5080.364258
	Iteration 155Q: 3 clusters Score -3705952 nChanged 2
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Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3705950.000000 Penalty: 5080.364258
	Iteration 156Q: 3 clusters Score -3705950 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3705950 nChanged 12
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3705954 nChanged 10
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3705954 nChanged 7
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Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3705956.250000 Penalty: 5080.364258
	Iteration 160F: 3 clusters Score -3705956 nChanged 5
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3705955.750000 Penalty: 5080.364258
	Iteration 161Q: 3 clusters Score -3705956 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3705961.000000 Penalty: 5080.364258
	Iteration 162Q: 3 clusters Score -3705961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3705960.250000 Penalty: 5080.364258
	Iteration 163Q: 3 clusters Score -3705960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3705961.000000 Penalty: 5080.364258
	Iteration 164Q: 3 clusters Score -3705961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3705962.750000 Penalty: 5080.364258
	Iteration 165Q: 3 clusters Score -3705963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3705961.500000 Penalty: 5080.364258
	Iteration 166Q: 3 clusters Score -3705962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3705967.250000 Penalty: 5080.364258
	Iteration 167Q: 3 clusters Score -3705967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3705965.000000 Penalty: 5080.364258
	Iteration 168Q: 3 clusters Score -3705965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3705966.500000 Penalty: 5080.364258
	Iteration 169Q: 3 clusters Score -3705966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3705966.500000 Penalty: 5080.364258
	Iteration 170Q: 3 clusters Score -3705966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3705963.500000 Penalty: 5080.364258
	Iteration 171Q: 3 clusters Score -3705964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3705965.750000 Penalty: 5080.364258
	Iteration 172Q: 3 clusters Score -3705966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3705969.250000 Penalty: 5080.364258
	Iteration 173Q: 3 clusters Score -3705969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3705969.750000 Penalty: 5080.364258
	Iteration 174Q: 3 clusters Score -3705970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3705969.750000 Penalty: 5080.364258
	Iteration 175F: 3 clusters Score -3705970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Entering Unmasked Estep 
Score: -2388791.000000 Penalty: 2430.760742
	Iteration 0F: 2 clusters Score -2388791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2375965.250000 Penalty: 4861.521484
	Iteration 0F: 3 clusters Score -2375965 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2380212.000000 Penalty: 4861.521484
	Iteration 1F: 3 clusters Score -2380212 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2380620.500000 Penalty: 4861.521484
	Iteration 2F: 3 clusters Score -2380620 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2380979.750000 Penalty: 4861.521484
	Iteration 3Q: 3 clusters Score -2380980 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2381346.500000 Penalty: 4861.521484
	Iteration 4Q: 3 clusters Score -2381346 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2381789.750000 Penalty: 4861.521484
	Iteration 5Q: 3 clusters Score -2381790 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2382238.750000 Penalty: 4861.521484
	Iteration 6Q: 3 clusters Score -2382239 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2382679.500000 Penalty: 4861.521484
	Iteration 7Q: 3 clusters Score -2382680 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2383131.250000 Penalty: 4861.521484
	Iteration 8Q: 3 clusters Score -2383131 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2383508.250000 Penalty: 4861.521484
	Iteration 9Q: 3 clusters Score -2383508 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2383843.500000 Penalty: 4861.521484
	Iteration 10Q: 3 clusters Score -2383844 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2384124.000000 Penalty: 4861.521484
	Iteration 11Q: 3 clusters Score -2384124 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2384349.500000 Penalty: 4861.521484
	Iteration 12Q: 3 clusters Score -2384350 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2384533.500000 Penalty: 4861.521484
	Iteration 13Q: 3 clusters Score -2384534 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2384658.750000 Penalty: 4861.521484
	Iteration 14Q: 3 clusters Score -2384659 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2384750.250000 Penalty: 4861.521484
	Iteration 15Q: 3 clusters Score -2384750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2384833.000000 Penalty: 4861.521484
	Iteration 16Q: 3 clusters Score -2384833 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2384918.000000 Penalty: 4861.521484
	Iteration 17Q: 3 clusters Score -2384918 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2384984.000000 Penalty: 4861.521484
	Iteration 18Q: 3 clusters Score -2384984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2385067.250000 Penalty: 4861.521484
	Iteration 19Q: 3 clusters Score -2385067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2385134.000000 Penalty: 4861.521484
	Iteration 20F: 3 clusters Score -2385134 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2385192.500000 Penalty: 4861.521484
	Iteration 21Q: 3 clusters Score -2385192 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2385272.000000 Penalty: 4861.521484
	Iteration 22Q: 3 clusters Score -2385272 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2385345.750000 Penalty: 4861.521484
	Iteration 23Q: 3 clusters Score -2385346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2385402.500000 Penalty: 4861.521484
	Iteration 24Q: 3 clusters Score -2385402 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2385473.250000 Penalty: 4861.521484
	Iteration 25Q: 3 clusters Score -2385473 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2385552.500000 Penalty: 4861.521484
	Iteration 26Q: 3 clusters Score -2385552 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2385635.000000 Penalty: 4861.521484
	Iteration 27Q: 3 clusters Score -2385635 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2385728.500000 Penalty: 4861.521484
	Iteration 28Q: 3 clusters Score -2385728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2385833.000000 Penalty: 4861.521484
	Iteration 29Q: 3 clusters Score -2385833 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2385926.750000 Penalty: 4861.521484
	Iteration 30Q: 3 clusters Score -2385927 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2386037.500000 Penalty: 4861.521484
	Iteration 31Q: 3 clusters Score -2386038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2386113.500000 Penalty: 4861.521484
	Iteration 32Q: 3 clusters Score -2386114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2386191.500000 Penalty: 4861.521484
	Iteration 33Q: 3 clusters Score -2386192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2386262.750000 Penalty: 4861.521484
	Iteration 34Q: 3 clusters Score -2386263 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2386341.500000 Penalty: 4861.521484
	Iteration 35Q: 3 clusters Score -2386342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2386404.750000 Penalty: 4861.521484
	Iteration 36Q: 3 clusters Score -2386405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2386448.500000 Penalty: 4861.521484
	Iteration 37Q: 3 clusters Score -2386448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2386503.250000 Penalty: 4861.521484
	Iteration 38Q: 3 clusters Score -2386503 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2386565.750000 Penalty: 4861.521484
	Iteration 39Q: 3 clusters Score -2386566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2386606.000000 Penalty: 4861.521484
	Iteration 40F: 3 clusters Score -2386606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2386629.250000 Penalty: 4861.521484
	Iteration 41Q: 3 clusters Score -2386629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2386644.000000 Penalty: 4861.521484
	Iteration 42Q: 3 clusters Score -2386644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2386657.250000 Penalty: 4861.521484
	Iteration 43Q: 3 clusters Score -2386657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2386663.500000 Penalty: 4861.521484
	Iteration 44Q: 3 clusters Score -2386664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2386666.250000 Penalty: 4861.521484
	Iteration 45Q: 3 clusters Score -2386666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2386669.750000 Penalty: 4861.521484
	Iteration 46Q: 3 clusters Score -2386670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2386676.000000 Penalty: 4861.521484
	Iteration 47Q: 3 clusters Score -2386676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2386679.000000 Penalty: 4861.521484
	Iteration 48Q: 3 clusters Score -2386679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2386681.000000 Penalty: 4861.521484
	Iteration 49Q: 3 clusters Score -2386681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2386680.750000 Penalty: 4861.521484
	Iteration 50Q: 3 clusters Score -2386681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2386685.250000 Penalty: 4861.521484
	Iteration 51Q: 3 clusters Score -2386685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2386685.750000 Penalty: 4861.521484
	Iteration 52Q: 3 clusters Score -2386686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2386686.250000 Penalty: 4861.521484
	Iteration 53Q: 3 clusters Score -2386686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2386688.500000 Penalty: 4861.521484
	Iteration 54Q: 3 clusters Score -2386688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2386688.500000 Penalty: 4861.521484
	Iteration 55Q: 3 clusters Score -2386688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2386691.250000 Penalty: 4861.521484
	Iteration 56Q: 3 clusters Score -2386691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2386690.750000 Penalty: 4861.521484
	Iteration 57Q: 3 clusters Score -2386691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2386692.250000 Penalty: 4861.521484
	Iteration 58Q: 3 clusters Score -2386692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2386692.250000 Penalty: 4861.521484
	Iteration 59F: 3 clusters Score -2386692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Entering Unmasked Estep 
Score: -6919556.500000 Penalty: 2718.375488
	Iteration 0F: 2 clusters Score -6919556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -6880887.000000 Penalty: 5436.750977
	Iteration 0F: 3 clusters Score -6880887 nChanged 26693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6895715.500000 Penalty: 5436.750977
	Iteration 1F: 3 clusters Score -6895716 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6896330.500000 Penalty: 5436.750977
	Iteration 2Q: 3 clusters Score -6896330 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6897015.500000 Penalty: 5436.750977
	Iteration 3Q: 3 clusters Score -6897016 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -6897588.000000 Penalty: 5436.750977
	Iteration 4Q: 3 clusters Score -6897588 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -6898237.500000 Penalty: 5436.750977
	Iteration 5Q: 3 clusters Score -6898238 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6898879.500000 Penalty: 5436.750977
	Iteration 6Q: 3 clusters Score -6898880 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6899722.500000 Penalty: 5436.750977
	Iteration 7Q: 3 clusters Score -6899722 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6900815.500000 Penalty: 5436.750977
	Iteration 8Q: 3 clusters Score -6900816 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6902243.000000 Penalty: 5436.750977
	Iteration 9Q: 3 clusters Score -6902243 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6904112.500000 Penalty: 5436.750977
	Iteration 10F: 3 clusters Score -6904112 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6906009.500000 Penalty: 5436.750977
	Iteration 11F: 3 clusters Score -6906010 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6907490.500000 Penalty: 5436.750977
	Iteration 12Q: 3 clusters Score -6907490 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6908364.500000 Penalty: 5436.750977
	Iteration 13Q: 3 clusters Score -6908364 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -6908777.500000 Penalty: 5436.750977
	Iteration 14Q: 3 clusters Score -6908778 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6908969.500000 Penalty: 5436.750977
	Iteration 15Q: 3 clusters Score -6908970 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -6909108.000000 Penalty: 5436.750977
	Iteration 16Q: 3 clusters Score -6909108 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -6909192.500000 Penalty: 5436.750977
	Iteration 17Q: 3 clusters Score -6909192 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -6909246.000000 Penalty: 5436.750977
	Iteration 18Q: 3 clusters Score -6909246 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6909304.000000 Penalty: 5436.750977
	Iteration 19Q: 3 clusters Score -6909304 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6909352.500000 Penalty: 5436.750977
	Iteration 20F: 3 clusters Score -6909352 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6909395.500000 Penalty: 5436.750977
	Iteration 21Q: 3 clusters Score -6909396 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -6909465.500000 Penalty: 5436.750977
	Iteration 22Q: 3 clusters Score -6909466 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -6909489.500000 Penalty: 5436.750977
	Iteration 23Q: 3 clusters Score -6909490 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6909536.500000 Penalty: 5436.750977
	Iteration 24Q: 3 clusters Score -6909536 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6909578.500000 Penalty: 5436.750977
	Iteration 25Q: 3 clusters Score -6909578 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -6909627.000000 Penalty: 5436.750977
	Iteration 26Q: 3 clusters Score -6909627 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6909675.500000 Penalty: 5436.750977
	Iteration 27Q: 3 clusters Score -6909676 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -6909766.000000 Penalty: 5436.750977
	Iteration 28Q: 3 clusters Score -6909766 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6909842.500000 Penalty: 5436.750977
	Iteration 29Q: 3 clusters Score -6909842 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -6909875.500000 Penalty: 5436.750977
	Iteration 30Q: 3 clusters Score -6909876 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -6909922.500000 Penalty: 5436.750977
	Iteration 31Q: 3 clusters Score -6909922 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6909998.500000 Penalty: 5436.750977
	Iteration 32Q: 3 clusters Score -6909998 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -6910098.000000 Penalty: 5436.750977
	Iteration 33Q: 3 clusters Score -6910098 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6910199.500000 Penalty: 5436.750977
	Iteration 34Q: 3 clusters Score -6910200 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -6910295.000000 Penalty: 5436.750977
	Iteration 35Q: 3 clusters Score -6910295 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -6910455.000000 Penalty: 5436.750977
	Iteration 36Q: 3 clusters Score -6910455 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -6910619.500000 Penalty: 5436.750977
	Iteration 37Q: 3 clusters Score -6910620 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -6910861.000000 Penalty: 5436.750977
	Iteration 38Q: 3 clusters Score -6910861 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -6911144.000000 Penalty: 5436.750977
	Iteration 39Q: 3 clusters Score -6911144 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -6911442.000000 Penalty: 5436.750977
	Iteration 40F: 3 clusters Score -6911442 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -6911758.500000 Penalty: 5436.750977
	Iteration 41Q: 3 clusters Score -6911758 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -6912093.500000 Penalty: 5436.750977
	Iteration 42Q: 3 clusters Score -6912094 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6912498.000000 Penalty: 5436.750977
	Iteration 43Q: 3 clusters Score -6912498 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -6912950.500000 Penalty: 5436.750977
	Iteration 44Q: 3 clusters Score -6912950 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6913466.000000 Penalty: 5436.750977
	Iteration 45Q: 3 clusters Score -6913466 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6914069.500000 Penalty: 5436.750977
	Iteration 46Q: 3 clusters Score -6914070 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6914743.000000 Penalty: 5436.750977
	Iteration 47Q: 3 clusters Score -6914743 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6915534.000000 Penalty: 5436.750977
	Iteration 48Q: 3 clusters Score -6915534 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -6916422.500000 Penalty: 5436.750977
	Iteration 49Q: 3 clusters Score -6916422 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6917331.000000 Penalty: 5436.750977
	Iteration 50Q: 3 clusters Score -6917331 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -6918229.000000 Penalty: 5436.750977
	Iteration 51Q: 3 clusters Score -6918229 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -6919055.500000 Penalty: 5436.750977
	Iteration 52Q: 3 clusters Score -6919056 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6919773.500000 Penalty: 5436.750977
	Iteration 53Q: 3 clusters Score -6919774 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -6920311.000000 Penalty: 5436.750977
	Iteration 54Q: 3 clusters Score -6920311 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -6920644.500000 Penalty: 5436.750977
	Iteration 55Q: 3 clusters Score -6920644 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -6920823.000000 Penalty: 5436.750977
	Iteration 56Q: 3 clusters Score -6920823 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -6920909.000000 Penalty: 5436.750977
	Iteration 57Q: 3 clusters Score -6920909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -6920968.000000 Penalty: 5436.750977
	Iteration 58Q: 3 clusters Score -6920968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -6920989.000000 Penalty: 5436.750977
	Iteration 59Q: 3 clusters Score -6920989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -6921029.000000 Penalty: 5436.750977
	Iteration 60F: 3 clusters Score -6921029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -6921037.500000 Penalty: 5436.750977
	Iteration 61Q: 3 clusters Score -6921038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -6921045.000000 Penalty: 5436.750977
	Iteration 62Q: 3 clusters Score -6921045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -6921066.000000 Penalty: 5436.750977
	Iteration 63Q: 3 clusters Score -6921066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -6921074.000000 Penalty: 5436.750977
	Iteration 64Q: 3 clusters Score -6921074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -6921071.500000 Penalty: 5436.750977
	Iteration 65Q: 3 clusters Score -6921072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -6921092.000000 Penalty: 5436.750977
	Iteration 66Q: 3 clusters Score -6921092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -6921092.000000 Penalty: 5436.750977
	Iteration 67Q: 3 clusters Score -6921092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -6921094.500000 Penalty: 5436.750977
	Iteration 68Q: 3 clusters Score -6921094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -6921099.500000 Penalty: 5436.750977
	Iteration 69Q: 3 clusters Score -6921100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -6921108.000000 Penalty: 5436.750977
	Iteration 70Q: 3 clusters Score -6921108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -6921108.500000 Penalty: 5436.750977
	Iteration 71Q: 3 clusters Score -6921108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -6921105.500000 Penalty: 5436.750977
	Iteration 72Q: 3 clusters Score -6921106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -6921112.500000 Penalty: 5436.750977
	Iteration 73Q: 3 clusters Score -6921112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -6921125.000000 Penalty: 5436.750977
	Iteration 74Q: 3 clusters Score -6921125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -6921119.000000 Penalty: 5436.750977
	Iteration 75Q: 3 clusters Score -6921119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -6921124.500000 Penalty: 5436.750977
	Iteration 76Q: 3 clusters Score -6921124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -6921126.500000 Penalty: 5436.750977
	Iteration 77Q: 3 clusters Score -6921126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -6921126.000000 Penalty: 5436.750977
	Iteration 78Q: 3 clusters Score -6921126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -6921126.500000 Penalty: 5436.750977
	Iteration 79Q: 3 clusters Score -6921126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -6921124.500000 Penalty: 5436.750977
	Iteration 80F: 3 clusters Score -6921124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 105590 members 
Mstep: Class 9 contains 297536 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 22843 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14895 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9024 members 
Mstep: Class 29 contains 50533 members 
Mstep: Class 30 contains 15097 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55594 members 
Entering Unmasked Estep 
Score: -104952912.000000 Penalty: 118401.421875
Splitting cluster 15 changes total score from -104952016.000000 to -104952912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (13627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Entering Unmasked Estep 
Score: -1700105.500000 Penalty: 2360.912598
	Iteration 0F: 2 clusters Score -1700106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1690077.875000 Penalty: 4721.825195
	Iteration 0F: 3 clusters Score -1690078 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1693178.250000 Penalty: 4721.825195
	Iteration 1F: 3 clusters Score -1693178 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1693610.250000 Penalty: 4721.825195
	Iteration 2F: 3 clusters Score -1693610 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1694011.000000 Penalty: 4721.825195
	Iteration 3F: 3 clusters Score -1694011 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1694411.125000 Penalty: 4721.825195
	Iteration 4F: 3 clusters Score -1694411 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1694726.500000 Penalty: 4721.825195
	Iteration 5Q: 3 clusters Score -1694726 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1695000.875000 Penalty: 4721.825195
	Iteration 6Q: 3 clusters Score -1695001 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1695296.875000 Penalty: 4721.825195
	Iteration 7Q: 3 clusters Score -1695297 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1695601.750000 Penalty: 4721.825195
	Iteration 8Q: 3 clusters Score -1695602 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1695869.250000 Penalty: 4721.825195
	Iteration 9Q: 3 clusters Score -1695869 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1696134.500000 Penalty: 4721.825195
	Iteration 10Q: 3 clusters Score -1696134 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1696368.125000 Penalty: 4721.825195
	Iteration 11Q: 3 clusters Score -1696368 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1696576.375000 Penalty: 4721.825195
	Iteration 12Q: 3 clusters Score -1696576 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1696775.875000 Penalty: 4721.825195
	Iteration 13Q: 3 clusters Score -1696776 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1696971.875000 Penalty: 4721.825195
	Iteration 14Q: 3 clusters Score -1696972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1697167.375000 Penalty: 4721.825195
	Iteration 15Q: 3 clusters Score -1697167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1697371.625000 Penalty: 4721.825195
	Iteration 16Q: 3 clusters Score -1697372 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1697589.625000 Penalty: 4721.825195
	Iteration 17Q: 3 clusters Score -1697590 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1697778.250000 Penalty: 4721.825195
	Iteration 18Q: 3 clusters Score -1697778 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1697980.625000 Penalty: 4721.825195
	Iteration 19Q: 3 clusters Score -1697981 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1698148.000000 Penalty: 4721.825195
	Iteration 20F: 3 clusters Score -1698148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1698292.750000 Penalty: 4721.825195
	Iteration 21Q: 3 clusters Score -1698293 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1698426.250000 Penalty: 4721.825195
	Iteration 22Q: 3 clusters Score -1698426 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1698545.500000 Penalty: 4721.825195
	Iteration 23Q: 3 clusters Score -1698546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1698644.875000 Penalty: 4721.825195
	Iteration 24Q: 3 clusters Score -1698645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1698727.375000 Penalty: 4721.825195
	Iteration 25Q: 3 clusters Score -1698727 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1698775.125000 Penalty: 4721.825195
	Iteration 26Q: 3 clusters Score -1698775 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1698823.250000 Penalty: 4721.825195
	Iteration 27Q: 3 clusters Score -1698823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1698866.875000 Penalty: 4721.825195
	Iteration 28Q: 3 clusters Score -1698867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1698899.875000 Penalty: 4721.825195
	Iteration 29Q: 3 clusters Score -1698900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1698933.625000 Penalty: 4721.825195
	Iteration 30Q: 3 clusters Score -1698934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1698957.000000 Penalty: 4721.825195
	Iteration 31Q: 3 clusters Score -1698957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1698976.625000 Penalty: 4721.825195
	Iteration 32Q: 3 clusters Score -1698977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1699002.750000 Penalty: 4721.825195
	Iteration 33Q: 3 clusters Score -1699003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1699036.000000 Penalty: 4721.825195
	Iteration 34Q: 3 clusters Score -1699036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1699090.625000 Penalty: 4721.825195
	Iteration 35Q: 3 clusters Score -1699091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1699131.750000 Penalty: 4721.825195
	Iteration 36Q: 3 clusters Score -1699132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1699167.000000 Penalty: 4721.825195
	Iteration 37Q: 3 clusters Score -1699167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1699192.875000 Penalty: 4721.825195
	Iteration 38Q: 3 clusters Score -1699193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1699213.875000 Penalty: 4721.825195
	Iteration 39Q: 3 clusters Score -1699214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1699229.375000 Penalty: 4721.825195
	Iteration 40F: 3 clusters Score -1699229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1699247.125000 Penalty: 4721.825195
	Iteration 41Q: 3 clusters Score -1699247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1699260.250000 Penalty: 4721.825195
	Iteration 42Q: 3 clusters Score -1699260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1699284.125000 Penalty: 4721.825195
	Iteration 43Q: 3 clusters Score -1699284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1699323.125000 Penalty: 4721.825195
	Iteration 44Q: 3 clusters Score -1699323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1699348.500000 Penalty: 4721.825195
	Iteration 45Q: 3 clusters Score -1699348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1699370.375000 Penalty: 4721.825195
	Iteration 46Q: 3 clusters Score -1699370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1699388.375000 Penalty: 4721.825195
	Iteration 47Q: 3 clusters Score -1699388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1699421.500000 Penalty: 4721.825195
	Iteration 48Q: 3 clusters Score -1699422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1699435.875000 Penalty: 4721.825195
	Iteration 49Q: 3 clusters Score -1699436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1699455.375000 Penalty: 4721.825195
	Iteration 50Q: 3 clusters Score -1699455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1699458.875000 Penalty: 4721.825195
	Iteration 51Q: 3 clusters Score -1699459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1699462.375000 Penalty: 4721.825195
	Iteration 52Q: 3 clusters Score -1699462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1699467.000000 Penalty: 4721.825195
	Iteration 53Q: 3 clusters Score -1699467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1699474.625000 Penalty: 4721.825195
	Iteration 54Q: 3 clusters Score -1699475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1699474.375000 Penalty: 4721.825195
	Iteration 55Q: 3 clusters Score -1699474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1699472.000000 Penalty: 4721.825195
	Iteration 56Q: 3 clusters Score -1699472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1699471.500000 Penalty: 4721.825195
	Iteration 57Q: 3 clusters Score -1699472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1699470.875000 Penalty: 4721.825195
	Iteration 58Q: 3 clusters Score -1699471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1699471.875000 Penalty: 4721.825195
	Iteration 59Q: 3 clusters Score -1699472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1699473.750000 Penalty: 4721.825195
	Iteration 60F: 3 clusters Score -1699474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1699473.625000 Penalty: 4721.825195
	Iteration 61Q: 3 clusters Score -1699474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1699476.125000 Penalty: 4721.825195
	Iteration 62Q: 3 clusters Score -1699476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1699476.250000 Penalty: 4721.825195
	Iteration 63Q: 3 clusters Score -1699476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1699476.375000 Penalty: 4721.825195
	Iteration 64Q: 3 clusters Score -1699476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1699478.250000 Penalty: 4721.825195
	Iteration 65Q: 3 clusters Score -1699478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1699478.250000 Penalty: 4721.825195
	Iteration 66F: 3 clusters Score -1699478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -131755.500000 Penalty: 1797.276001
	Iteration 0F: 2 clusters Score -131755.5 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 694 members 
Entering Unmasked Estep 
Score: -129644.187500 Penalty: 3594.552002
	Iteration 0F: 3 clusters Score -129644.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130200.593750 Penalty: 3594.552002
	Iteration 1F: 3 clusters Score -130200.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130392.593750 Penalty: 3594.552002
	Iteration 2F: 3 clusters Score -130392.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130528.343750 Penalty: 3594.552002
	Iteration 3F: 3 clusters Score -130528.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -130626.804688 Penalty: 3594.552002
	Iteration 4Q: 3 clusters Score -130626.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -130682.554688 Penalty: 3594.552002
	Iteration 5Q: 3 clusters Score -130682.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -130742.718750 Penalty: 3594.552002
	Iteration 6Q: 3 clusters Score -130742.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -130795.468750 Penalty: 3594.552002
	Iteration 7Q: 3 clusters Score -130795.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130852.820312 Penalty: 3594.552002
	Iteration 8Q: 3 clusters Score -130852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -130938.539062 Penalty: 3594.552002
	Iteration 9Q: 3 clusters Score -130938.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -131051.937500 Penalty: 3594.552002
	Iteration 10Q: 3 clusters Score -131051.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -131134.484375 Penalty: 3594.552002
	Iteration 11Q: 3 clusters Score -131134.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -131196.937500 Penalty: 3594.552002
	Iteration 12Q: 3 clusters Score -131196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -131259.796875 Penalty: 3594.552002
	Iteration 13Q: 3 clusters Score -131259.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -131350.234375 Penalty: 3594.552002
	Iteration 14Q: 3 clusters Score -131350.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -131496.750000 Penalty: 3594.552002
	Iteration 15Q: 3 clusters Score -131496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -131594.984375 Penalty: 3594.552002
	Iteration 16Q: 3 clusters Score -131595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -131681.375000 Penalty: 3594.552002
	Iteration 17Q: 3 clusters Score -131681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -131748.968750 Penalty: 3594.552002
	Iteration 18Q: 3 clusters Score -131749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -131802.265625 Penalty: 3594.552002
	Iteration 19Q: 3 clusters Score -131802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -131860.687500 Penalty: 3594.552002
	Iteration 20F: 3 clusters Score -131860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -131886.421875 Penalty: 3594.552002
	Iteration 21Q: 3 clusters Score -131886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -131908.046875 Penalty: 3594.552002
	Iteration 22Q: 3 clusters Score -131908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131922.937500 Penalty: 3594.552002
	Iteration 23Q: 3 clusters Score -131922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -131925.062500 Penalty: 3594.552002
	Iteration 24Q: 3 clusters Score -131925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131925.906250 Penalty: 3594.552002
	Iteration 25Q: 3 clusters Score -131925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131925.906250 Penalty: 3594.552002
	Iteration 26F: 3 clusters Score -131925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 105590 members 
Mstep: Class 9 contains 297536 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 22843 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14895 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9024 members 
Mstep: Class 29 contains 50533 members 
Mstep: Class 30 contains 15097 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55594 members 
Mstep: Class 36 contains 1193 members 
Entering Unmasked Estep 
Score: -104951536.000000 Penalty: 121784.320312
Splitting cluster 17 changes total score from -104952016.000000 to -104951536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1240643.500000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1240644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1233124.000000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1233124 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1235297.125000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1235297 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1235622.500000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1235622 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1235904.500000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1235904 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1236187.125000 Penalty: 4555.058594
	Iteration 4Q: 3 clusters Score -1236187 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1236433.250000 Penalty: 4555.058594
	Iteration 5Q: 3 clusters Score -1236433 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1236633.625000 Penalty: 4555.058594
	Iteration 6Q: 3 clusters Score -1236634 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1236802.000000 Penalty: 4555.058594
	Iteration 7Q: 3 clusters Score -1236802 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1236978.000000 Penalty: 4555.058594
	Iteration 8Q: 3 clusters Score -1236978 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1237170.500000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1237170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1237362.500000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1237362 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1237535.500000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1237536 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1237704.375000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1237704 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1237869.500000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1237870 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1238032.500000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1238032 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1238167.500000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1238168 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1238288.375000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1238288 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1238408.875000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1238409 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1238527.875000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1238528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1238612.625000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1238613 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1238685.875000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1238686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1238738.625000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1238739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1238792.625000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1238793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1238836.000000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1238836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1238871.375000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1238871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1238898.750000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1238899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1238908.750000 Penalty: 4555.058594
	Iteration 26Q: 3 clusters Score -1238909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1238923.750000 Penalty: 4555.058594
	Iteration 27Q: 3 clusters Score -1238924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1238942.625000 Penalty: 4555.058594
	Iteration 28Q: 3 clusters Score -1238943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1238959.000000 Penalty: 4555.058594
	Iteration 29Q: 3 clusters Score -1238959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1238977.375000 Penalty: 4555.058594
	Iteration 30Q: 3 clusters Score -1238977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1238990.125000 Penalty: 4555.058594
	Iteration 31Q: 3 clusters Score -1238990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1238998.125000 Penalty: 4555.058594
	Iteration 32Q: 3 clusters Score -1238998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1239004.375000 Penalty: 4555.058594
	Iteration 33Q: 3 clusters Score -1239004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1239010.000000 Penalty: 4555.058594
	Iteration 34Q: 3 clusters Score -1239010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1239018.750000 Penalty: 4555.058594
	Iteration 35Q: 3 clusters Score -1239019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1239025.375000 Penalty: 4555.058594
	Iteration 36Q: 3 clusters Score -1239025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1239027.000000 Penalty: 4555.058594
	Iteration 37Q: 3 clusters Score -1239027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1239032.875000 Penalty: 4555.058594
	Iteration 38Q: 3 clusters Score -1239033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1239032.375000 Penalty: 4555.058594
	Iteration 39Q: 3 clusters Score -1239032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1239031.500000 Penalty: 4555.058594
	Iteration 40F: 3 clusters Score -1239032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1239031.000000 Penalty: 4555.058594
	Iteration 41Q: 3 clusters Score -1239031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1239031.625000 Penalty: 4555.058594
	Iteration 42Q: 3 clusters Score -1239032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1239032.750000 Penalty: 4555.058594
	Iteration 43Q: 3 clusters Score -1239033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1239036.125000 Penalty: 4555.058594
	Iteration 44Q: 3 clusters Score -1239036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1239040.875000 Penalty: 4555.058594
	Iteration 45Q: 3 clusters Score -1239041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1239043.750000 Penalty: 4555.058594
	Iteration 46Q: 3 clusters Score -1239044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1239043.500000 Penalty: 4555.058594
	Iteration 47Q: 3 clusters Score -1239044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1239045.750000 Penalty: 4555.058594
	Iteration 48Q: 3 clusters Score -1239046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1239050.250000 Penalty: 4555.058594
	Iteration 49Q: 3 clusters Score -1239050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1239051.500000 Penalty: 4555.058594
	Iteration 50Q: 3 clusters Score -1239052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1239061.250000 Penalty: 4555.058594
	Iteration 51Q: 3 clusters Score -1239061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1239064.875000 Penalty: 4555.058594
	Iteration 52Q: 3 clusters Score -1239065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1239065.500000 Penalty: 4555.058594
	Iteration 53Q: 3 clusters Score -1239066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1239064.875000 Penalty: 4555.058594
	Iteration 54Q: 3 clusters Score -1239065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1239064.875000 Penalty: 4555.058594
	Iteration 55F: 3 clusters Score -1239065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Entering Unmasked Estep 
Score: -4536673.000000 Penalty: 2593.947998
	Iteration 0F: 2 clusters Score -4536673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4512774.500000 Penalty: 5187.895996
	Iteration 0F: 3 clusters Score -4512774 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4521396.000000 Penalty: 5187.895996
	Iteration 1F: 3 clusters Score -4521396 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4521851.500000 Penalty: 5187.895996
	Iteration 2Q: 3 clusters Score -4521852 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4522293.500000 Penalty: 5187.895996
	Iteration 3Q: 3 clusters Score -4522294 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4522835.000000 Penalty: 5187.895996
	Iteration 4Q: 3 clusters Score -4522835 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4523541.000000 Penalty: 5187.895996
	Iteration 5Q: 3 clusters Score -4523541 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4524691.500000 Penalty: 5187.895996
	Iteration 6F: 3 clusters Score -4524692 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4526358.500000 Penalty: 5187.895996
	Iteration 7F: 3 clusters Score -4526358 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4528554.500000 Penalty: 5187.895996
	Iteration 8F: 3 clusters Score -4528554 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4530857.000000 Penalty: 5187.895996
	Iteration 9F: 3 clusters Score -4530857 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4532525.500000 Penalty: 5187.895996
	Iteration 10F: 3 clusters Score -4532526 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4533480.000000 Penalty: 5187.895996
	Iteration 11Q: 3 clusters Score -4533480 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4533889.000000 Penalty: 5187.895996
	Iteration 12Q: 3 clusters Score -4533889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4534084.000000 Penalty: 5187.895996
	Iteration 13Q: 3 clusters Score -4534084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4534208.500000 Penalty: 5187.895996
	Iteration 14Q: 3 clusters Score -4534208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4534263.000000 Penalty: 5187.895996
	Iteration 15Q: 3 clusters Score -4534263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4534303.500000 Penalty: 5187.895996
	Iteration 16Q: 3 clusters Score -4534304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4534332.500000 Penalty: 5187.895996
	Iteration 17Q: 3 clusters Score -4534332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4534357.000000 Penalty: 5187.895996
	Iteration 18Q: 3 clusters Score -4534357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4534369.500000 Penalty: 5187.895996
	Iteration 19Q: 3 clusters Score -4534370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4534379.500000 Penalty: 5187.895996
	Iteration 20F: 3 clusters Score -4534380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4534391.500000 Penalty: 5187.895996
	Iteration 21Q: 3 clusters Score -4534392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4534405.500000 Penalty: 5187.895996
	Iteration 22Q: 3 clusters Score -4534406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4534426.500000 Penalty: 5187.895996
	Iteration 23Q: 3 clusters Score -4534426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4534434.000000 Penalty: 5187.895996
	Iteration 24Q: 3 clusters Score -4534434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4534442.000000 Penalty: 5187.895996
	Iteration 25Q: 3 clusters Score -4534442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4534444.000000 Penalty: 5187.895996
	Iteration 26Q: 3 clusters Score -4534444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4534444.000000 Penalty: 5187.895996
	Iteration 27Q: 3 clusters Score -4534444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4534444.000000 Penalty: 5187.895996
	Iteration 28F: 3 clusters Score -4534444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -48973.382812 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -48973.38 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 236 members 
Entering Unmasked Estep 
Score: -47573.796875 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -47573.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47973.242188 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -47973.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48147.347656 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -48147.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48376.773438 Penalty: 3052.809570
	Iteration 3F: 3 clusters Score -48376.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48556.390625 Penalty: 3052.809570
	Iteration 4F: 3 clusters Score -48556.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48618.242188 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -48618.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48647.804688 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -48647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48659.472656 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -48659.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48662.898438 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -48662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48662.898438 Penalty: 3052.809570
	Iteration 9F: 3 clusters Score -48662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Entering Unmasked Estep 
Score: -5371200.500000 Penalty: 2641.190674
	Iteration 0F: 2 clusters Score -5371200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5342685.500000 Penalty: 5282.381348
	Iteration 0F: 3 clusters Score -5342686 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5353278.000000 Penalty: 5282.381348
	Iteration 1F: 3 clusters Score -5353278 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5353901.500000 Penalty: 5282.381348
	Iteration 2Q: 3 clusters Score -5353902 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5354553.500000 Penalty: 5282.381348
	Iteration 3Q: 3 clusters Score -5354554 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5355342.000000 Penalty: 5282.381348
	Iteration 4Q: 3 clusters Score -5355342 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5356331.000000 Penalty: 5282.381348
	Iteration 5Q: 3 clusters Score -5356331 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5357709.000000 Penalty: 5282.381348
	Iteration 6F: 3 clusters Score -5357709 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -5359538.500000 Penalty: 5282.381348
	Iteration 7F: 3 clusters Score -5359538 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5361874.000000 Penalty: 5282.381348
	Iteration 8F: 3 clusters Score -5361874 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5364269.000000 Penalty: 5282.381348
	Iteration 9F: 3 clusters Score -5364269 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5366213.500000 Penalty: 5282.381348
	Iteration 10Q: 3 clusters Score -5366214 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5367474.000000 Penalty: 5282.381348
	Iteration 11Q: 3 clusters Score -5367474 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5368107.000000 Penalty: 5282.381348
	Iteration 12Q: 3 clusters Score -5368107 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5368427.000000 Penalty: 5282.381348
	Iteration 13Q: 3 clusters Score -5368427 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5368619.000000 Penalty: 5282.381348
	Iteration 14Q: 3 clusters Score -5368619 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5368764.000000 Penalty: 5282.381348
	Iteration 15Q: 3 clusters Score -5368764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5368835.000000 Penalty: 5282.381348
	Iteration 16Q: 3 clusters Score -5368835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5368888.500000 Penalty: 5282.381348
	Iteration 17Q: 3 clusters Score -5368888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5368940.500000 Penalty: 5282.381348
	Iteration 18Q: 3 clusters Score -5368940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5368977.000000 Penalty: 5282.381348
	Iteration 19Q: 3 clusters Score -5368977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5369009.000000 Penalty: 5282.381348
	Iteration 20F: 3 clusters Score -5369009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5369023.500000 Penalty: 5282.381348
	Iteration 21Q: 3 clusters Score -5369024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5369033.500000 Penalty: 5282.381348
	Iteration 22Q: 3 clusters Score -5369034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5369040.000000 Penalty: 5282.381348
	Iteration 23Q: 3 clusters Score -5369040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5369048.000000 Penalty: 5282.381348
	Iteration 24Q: 3 clusters Score -5369048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5369052.500000 Penalty: 5282.381348
	Iteration 25Q: 3 clusters Score -5369052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5369051.000000 Penalty: 5282.381348
	Iteration 26Q: 3 clusters Score -5369051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5369058.000000 Penalty: 5282.381348
	Iteration 27Q: 3 clusters Score -5369058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5369055.500000 Penalty: 5282.381348
	Iteration 28Q: 3 clusters Score -5369056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5369059.000000 Penalty: 5282.381348
	Iteration 29Q: 3 clusters Score -5369059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5369059.000000 Penalty: 5282.381348
	Iteration 30Q: 3 clusters Score -5369059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5369057.500000 Penalty: 5282.381348
	Iteration 31Q: 3 clusters Score -5369058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5369057.500000 Penalty: 5282.381348
	Iteration 32F: 3 clusters Score -5369058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Entering Unmasked Estep 
Score: -2928537.750000 Penalty: 2489.027100
	Iteration 0F: 2 clusters Score -2928538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2912490.750000 Penalty: 4978.054199
	Iteration 0F: 3 clusters Score -2912491 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2918033.500000 Penalty: 4978.054199
	Iteration 1F: 3 clusters Score -2918034 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2918452.750000 Penalty: 4978.054199
	Iteration 2Q: 3 clusters Score -2918453 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2918814.000000 Penalty: 4978.054199
	Iteration 3Q: 3 clusters Score -2918814 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2919154.000000 Penalty: 4978.054199
	Iteration 4Q: 3 clusters Score -2919154 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2919527.500000 Penalty: 4978.054199
	Iteration 5Q: 3 clusters Score -2919528 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2919870.750000 Penalty: 4978.054199
	Iteration 6Q: 3 clusters Score -2919871 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2920204.000000 Penalty: 4978.054199
	Iteration 7Q: 3 clusters Score -2920204 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2920537.750000 Penalty: 4978.054199
	Iteration 8Q: 3 clusters Score -2920538 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2920937.000000 Penalty: 4978.054199
	Iteration 9Q: 3 clusters Score -2920937 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2921381.500000 Penalty: 4978.054199
	Iteration 10Q: 3 clusters Score -2921382 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2921925.000000 Penalty: 4978.054199
	Iteration 11Q: 3 clusters Score -2921925 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2922660.500000 Penalty: 4978.054199
	Iteration 12Q: 3 clusters Score -2922660 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2923524.750000 Penalty: 4978.054199
	Iteration 13F: 3 clusters Score -2923525 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2924400.250000 Penalty: 4978.054199
	Iteration 14Q: 3 clusters Score -2924400 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2925256.250000 Penalty: 4978.054199
	Iteration 15Q: 3 clusters Score -2925256 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2925970.250000 Penalty: 4978.054199
	Iteration 16Q: 3 clusters Score -2925970 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2926425.000000 Penalty: 4978.054199
	Iteration 17Q: 3 clusters Score -2926425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2926801.000000 Penalty: 4978.054199
	Iteration 18Q: 3 clusters Score -2926801 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2927049.000000 Penalty: 4978.054199
	Iteration 19Q: 3 clusters Score -2927049 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2927216.500000 Penalty: 4978.054199
	Iteration 20F: 3 clusters Score -2927216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2927306.250000 Penalty: 4978.054199
	Iteration 21Q: 3 clusters Score -2927306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2927340.500000 Penalty: 4978.054199
	Iteration 22Q: 3 clusters Score -2927340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2927357.500000 Penalty: 4978.054199
	Iteration 23Q: 3 clusters Score -2927358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2927365.750000 Penalty: 4978.054199
	Iteration 24Q: 3 clusters Score -2927366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2927372.000000 Penalty: 4978.054199
	Iteration 25Q: 3 clusters Score -2927372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2927373.250000 Penalty: 4978.054199
	Iteration 26Q: 3 clusters Score -2927373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2927382.750000 Penalty: 4978.054199
	Iteration 27Q: 3 clusters Score -2927383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2927387.250000 Penalty: 4978.054199
	Iteration 28Q: 3 clusters Score -2927387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2927381.750000 Penalty: 4978.054199
	Iteration 29Q: 3 clusters Score -2927382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2927388.250000 Penalty: 4978.054199
	Iteration 30Q: 3 clusters Score -2927388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2927388.000000 Penalty: 4978.054199
	Iteration 31Q: 3 clusters Score -2927388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2927389.500000 Penalty: 4978.054199
	Iteration 32Q: 3 clusters Score -2927390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2927392.750000 Penalty: 4978.054199
	Iteration 33Q: 3 clusters Score -2927393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2927393.500000 Penalty: 4978.054199
	Iteration 34Q: 3 clusters Score -2927394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2927391.000000 Penalty: 4978.054199
	Iteration 35Q: 3 clusters Score -2927391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2927391.000000 Penalty: 4978.054199
	Iteration 36F: 3 clusters Score -2927391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -529379.187500 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -529379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -525277.562500 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -525277.6 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -526217.312500 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -526217.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -526408.312500 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -526408.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -526540.125000 Penalty: 4153.854980
	Iteration 3Q: 3 clusters Score -526540.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -526632.437500 Penalty: 4153.854980
	Iteration 4Q: 3 clusters Score -526632.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -526696.062500 Penalty: 4153.854980
	Iteration 5Q: 3 clusters Score -526696.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -526751.687500 Penalty: 4153.854980
	Iteration 6Q: 3 clusters Score -526751.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -526797.437500 Penalty: 4153.854980
	Iteration 7Q: 3 clusters Score -526797.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -526835.812500 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -526835.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -526872.250000 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -526872.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -526929.687500 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -526929.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -527006.062500 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -527006.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -527074.437500 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -527074.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -527123.625000 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -527123.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -527162.312500 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -527162.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -527192.250000 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -527192.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -527230.187500 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -527230.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -527266.562500 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -527266.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -527301.687500 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -527301.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -527325.375000 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -527325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -527353.937500 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -527353.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -527394.312500 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -527394.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -527440.562500 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -527440.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -527499.125000 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -527499.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -527562.875000 Penalty: 4153.854980
	Iteration 24Q: 3 clusters Score -527562.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -527642.312500 Penalty: 4153.854980
	Iteration 25Q: 3 clusters Score -527642.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -527742.312500 Penalty: 4153.854980
	Iteration 26Q: 3 clusters Score -527742.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -527832.375000 Penalty: 4153.854980
	Iteration 27Q: 3 clusters Score -527832.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -527900.312500 Penalty: 4153.854980
	Iteration 28Q: 3 clusters Score -527900.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -527963.125000 Penalty: 4153.854980
	Iteration 29Q: 3 clusters Score -527963.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528008.875000 Penalty: 4153.854980
	Iteration 30Q: 3 clusters Score -528008.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -528044.812500 Penalty: 4153.854980
	Iteration 31Q: 3 clusters Score -528044.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -528072.062500 Penalty: 4153.854980
	Iteration 32Q: 3 clusters Score -528072.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -528088.812500 Penalty: 4153.854980
	Iteration 33Q: 3 clusters Score -528088.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -528103.250000 Penalty: 4153.854980
	Iteration 34Q: 3 clusters Score -528103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -528112.375000 Penalty: 4153.854980
	Iteration 35Q: 3 clusters Score -528112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -528121.312500 Penalty: 4153.854980
	Iteration 36Q: 3 clusters Score -528121.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -528130.500000 Penalty: 4153.854980
	Iteration 37Q: 3 clusters Score -528130.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -528140.625000 Penalty: 4153.854980
	Iteration 38Q: 3 clusters Score -528140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -528148.375000 Penalty: 4153.854980
	Iteration 39Q: 3 clusters Score -528148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -528154.875000 Penalty: 4153.854980
	Iteration 40F: 3 clusters Score -528154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -528160.125000 Penalty: 4153.854980
	Iteration 41Q: 3 clusters Score -528160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -528164.562500 Penalty: 4153.854980
	Iteration 42Q: 3 clusters Score -528164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -528168.750000 Penalty: 4153.854980
	Iteration 43Q: 3 clusters Score -528168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -528173.750000 Penalty: 4153.854980
	Iteration 44Q: 3 clusters Score -528173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -528177.375000 Penalty: 4153.854980
	Iteration 45Q: 3 clusters Score -528177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -528183.062500 Penalty: 4153.854980
	Iteration 46Q: 3 clusters Score -528183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -528185.062500 Penalty: 4153.854980
	Iteration 47Q: 3 clusters Score -528185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -528190.500000 Penalty: 4153.854980
	Iteration 48Q: 3 clusters Score -528190.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -528195.250000 Penalty: 4153.854980
	Iteration 49Q: 3 clusters Score -528195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -528196.625000 Penalty: 4153.854980
	Iteration 50Q: 3 clusters Score -528196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528199.500000 Penalty: 4153.854980
	Iteration 51Q: 3 clusters Score -528199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -528200.312500 Penalty: 4153.854980
	Iteration 52Q: 3 clusters Score -528200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -528201.437500 Penalty: 4153.854980
	Iteration 53Q: 3 clusters Score -528201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -528205.187500 Penalty: 4153.854980
	Iteration 54Q: 3 clusters Score -528205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -528208.000000 Penalty: 4153.854980
	Iteration 55Q: 3 clusters Score -528208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -528209.562500 Penalty: 4153.854980
	Iteration 56Q: 3 clusters Score -528209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528211.187500 Penalty: 4153.854980
	Iteration 57Q: 3 clusters Score -528211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -528212.875000 Penalty: 4153.854980
	Iteration 58Q: 3 clusters Score -528212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -528213.687500 Penalty: 4153.854980
	Iteration 59Q: 3 clusters Score -528213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -528215.062500 Penalty: 4153.854980
	Iteration 60F: 3 clusters Score -528215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -528218.000000 Penalty: 4153.854980
	Iteration 61Q: 3 clusters Score -528218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -528219.062500 Penalty: 4153.854980
	Iteration 62Q: 3 clusters Score -528219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -528219.375000 Penalty: 4153.854980
	Iteration 63Q: 3 clusters Score -528219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -528219.812500 Penalty: 4153.854980
	Iteration 64Q: 3 clusters Score -528219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -528219.812500 Penalty: 4153.854980
	Iteration 65F: 3 clusters Score -528219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Entering Unmasked Estep 
Score: -1680613.000000 Penalty: 2382.977539
	Iteration 0F: 2 clusters Score -1680613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1669767.625000 Penalty: 4765.955078
	Iteration 0F: 3 clusters Score -1669768 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1673460.250000 Penalty: 4765.955078
	Iteration 1F: 3 clusters Score -1673460 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1674026.125000 Penalty: 4765.955078
	Iteration 2F: 3 clusters Score -1674026 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1674499.625000 Penalty: 4765.955078
	Iteration 3F: 3 clusters Score -1674500 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1674891.250000 Penalty: 4765.955078
	Iteration 4F: 3 clusters Score -1674891 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1675201.500000 Penalty: 4765.955078
	Iteration 5Q: 3 clusters Score -1675202 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1675454.375000 Penalty: 4765.955078
	Iteration 6Q: 3 clusters Score -1675454 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1675685.250000 Penalty: 4765.955078
	Iteration 7Q: 3 clusters Score -1675685 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1675936.375000 Penalty: 4765.955078
	Iteration 8Q: 3 clusters Score -1675936 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1676185.250000 Penalty: 4765.955078
	Iteration 9Q: 3 clusters Score -1676185 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1676409.875000 Penalty: 4765.955078
	Iteration 10Q: 3 clusters Score -1676410 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1676603.625000 Penalty: 4765.955078
	Iteration 11Q: 3 clusters Score -1676604 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1676816.875000 Penalty: 4765.955078
	Iteration 12Q: 3 clusters Score -1676817 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1677062.500000 Penalty: 4765.955078
	Iteration 13Q: 3 clusters Score -1677062 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1677309.000000 Penalty: 4765.955078
	Iteration 14Q: 3 clusters Score -1677309 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1677528.750000 Penalty: 4765.955078
	Iteration 15Q: 3 clusters Score -1677529 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1677729.375000 Penalty: 4765.955078
	Iteration 16Q: 3 clusters Score -1677729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1677923.125000 Penalty: 4765.955078
	Iteration 17Q: 3 clusters Score -1677923 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1678103.125000 Penalty: 4765.955078
	Iteration 18Q: 3 clusters Score -1678103 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1678269.875000 Penalty: 4765.955078
	Iteration 19Q: 3 clusters Score -1678270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1678391.375000 Penalty: 4765.955078
	Iteration 20F: 3 clusters Score -1678391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1678482.125000 Penalty: 4765.955078
	Iteration 21Q: 3 clusters Score -1678482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1678548.750000 Penalty: 4765.955078
	Iteration 22Q: 3 clusters Score -1678549 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1678598.875000 Penalty: 4765.955078
	Iteration 23Q: 3 clusters Score -1678599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1678642.250000 Penalty: 4765.955078
	Iteration 24Q: 3 clusters Score -1678642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1678668.000000 Penalty: 4765.955078
	Iteration 25Q: 3 clusters Score -1678668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1678693.750000 Penalty: 4765.955078
	Iteration 26Q: 3 clusters Score -1678694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1678724.875000 Penalty: 4765.955078
	Iteration 27Q: 3 clusters Score -1678725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1678738.000000 Penalty: 4765.955078
	Iteration 28Q: 3 clusters Score -1678738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1678759.875000 Penalty: 4765.955078
	Iteration 29Q: 3 clusters Score -1678760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1678770.875000 Penalty: 4765.955078
	Iteration 30Q: 3 clusters Score -1678771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1678778.000000 Penalty: 4765.955078
	Iteration 31Q: 3 clusters Score -1678778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1678783.375000 Penalty: 4765.955078
	Iteration 32Q: 3 clusters Score -1678783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1678786.625000 Penalty: 4765.955078
	Iteration 33Q: 3 clusters Score -1678787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1678789.750000 Penalty: 4765.955078
	Iteration 34Q: 3 clusters Score -1678790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1678790.500000 Penalty: 4765.955078
	Iteration 35Q: 3 clusters Score -1678790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1678795.125000 Penalty: 4765.955078
	Iteration 36Q: 3 clusters Score -1678795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1678795.375000 Penalty: 4765.955078
	Iteration 37Q: 3 clusters Score -1678795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1678797.000000 Penalty: 4765.955078
	Iteration 38Q: 3 clusters Score -1678797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1678797.000000 Penalty: 4765.955078
	Iteration 39F: 3 clusters Score -1678797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Entering Unmasked Estep 
Score: -2177230.500000 Penalty: 2408.131104
	Iteration 0F: 2 clusters Score -2177230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2165466.750000 Penalty: 4816.262207
	Iteration 0F: 3 clusters Score -2165467 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2169302.000000 Penalty: 4816.262207
	Iteration 1F: 3 clusters Score -2169302 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2169708.000000 Penalty: 4816.262207
	Iteration 2F: 3 clusters Score -2169708 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2170024.250000 Penalty: 4816.262207
	Iteration 3Q: 3 clusters Score -2170024 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2170287.750000 Penalty: 4816.262207
	Iteration 4Q: 3 clusters Score -2170288 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2170541.500000 Penalty: 4816.262207
	Iteration 5Q: 3 clusters Score -2170542 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2170810.750000 Penalty: 4816.262207
	Iteration 6Q: 3 clusters Score -2170811 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2171163.750000 Penalty: 4816.262207
	Iteration 7Q: 3 clusters Score -2171164 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2171640.500000 Penalty: 4816.262207
	Iteration 8Q: 3 clusters Score -2171640 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2172226.250000 Penalty: 4816.262207
	Iteration 9Q: 3 clusters Score -2172226 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2172864.000000 Penalty: 4816.262207
	Iteration 10Q: 3 clusters Score -2172864 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2173440.750000 Penalty: 4816.262207
	Iteration 11Q: 3 clusters Score -2173441 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2174005.250000 Penalty: 4816.262207
	Iteration 12Q: 3 clusters Score -2174005 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2174388.500000 Penalty: 4816.262207
	Iteration 13Q: 3 clusters Score -2174388 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2174648.250000 Penalty: 4816.262207
	Iteration 14Q: 3 clusters Score -2174648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2174804.000000 Penalty: 4816.262207
	Iteration 15Q: 3 clusters Score -2174804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2174915.000000 Penalty: 4816.262207
	Iteration 16Q: 3 clusters Score -2174915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2174973.750000 Penalty: 4816.262207
	Iteration 17Q: 3 clusters Score -2174974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2175012.500000 Penalty: 4816.262207
	Iteration 18Q: 3 clusters Score -2175012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2175045.750000 Penalty: 4816.262207
	Iteration 19Q: 3 clusters Score -2175046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2175070.000000 Penalty: 4816.262207
	Iteration 20F: 3 clusters Score -2175070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2175096.750000 Penalty: 4816.262207
	Iteration 21Q: 3 clusters Score -2175097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2175114.750000 Penalty: 4816.262207
	Iteration 22Q: 3 clusters Score -2175115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2175123.500000 Penalty: 4816.262207
	Iteration 23Q: 3 clusters Score -2175124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2175133.000000 Penalty: 4816.262207
	Iteration 24Q: 3 clusters Score -2175133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2175143.750000 Penalty: 4816.262207
	Iteration 25Q: 3 clusters Score -2175144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2175150.000000 Penalty: 4816.262207
	Iteration 26Q: 3 clusters Score -2175150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2175151.750000 Penalty: 4816.262207
	Iteration 27Q: 3 clusters Score -2175152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2175158.000000 Penalty: 4816.262207
	Iteration 28Q: 3 clusters Score -2175158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2175164.250000 Penalty: 4816.262207
	Iteration 29Q: 3 clusters Score -2175164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2175166.500000 Penalty: 4816.262207
	Iteration 30Q: 3 clusters Score -2175166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2175168.500000 Penalty: 4816.262207
	Iteration 31Q: 3 clusters Score -2175168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2175172.250000 Penalty: 4816.262207
	Iteration 32Q: 3 clusters Score -2175172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2175169.750000 Penalty: 4816.262207
	Iteration 33Q: 3 clusters Score -2175170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2175175.250000 Penalty: 4816.262207
	Iteration 34Q: 3 clusters Score -2175175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2175176.500000 Penalty: 4816.262207
	Iteration 35Q: 3 clusters Score -2175176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2175177.000000 Penalty: 4816.262207
	Iteration 36Q: 3 clusters Score -2175177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2175179.750000 Penalty: 4816.262207
	Iteration 37Q: 3 clusters Score -2175180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2175182.250000 Penalty: 4816.262207
	Iteration 38Q: 3 clusters Score -2175182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2175191.000000 Penalty: 4816.262207
	Iteration 39Q: 3 clusters Score -2175191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2175198.750000 Penalty: 4816.262207
	Iteration 40F: 3 clusters Score -2175199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2175201.500000 Penalty: 4816.262207
	Iteration 41Q: 3 clusters Score -2175202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2175200.500000 Penalty: 4816.262207
	Iteration 42Q: 3 clusters Score -2175200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2175202.750000 Penalty: 4816.262207
	Iteration 43Q: 3 clusters Score -2175203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2175201.500000 Penalty: 4816.262207
	Iteration 44Q: 3 clusters Score -2175202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2175204.000000 Penalty: 4816.262207
	Iteration 45Q: 3 clusters Score -2175204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2175204.000000 Penalty: 4816.262207
	Iteration 46F: 3 clusters Score -2175204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -447266.812500 Penalty: 2026.135864
	Iteration 0F: 2 clusters Score -447266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -443651.281250 Penalty: 4052.271729
	Iteration 0F: 3 clusters Score -443651.3 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -444422.593750 Penalty: 4052.271729
	Iteration 1F: 3 clusters Score -444422.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -444589.031250 Penalty: 4052.271729
	Iteration 2F: 3 clusters Score -444589 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -444673.500000 Penalty: 4052.271729
	Iteration 3Q: 3 clusters Score -444673.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -444731.187500 Penalty: 4052.271729
	Iteration 4Q: 3 clusters Score -444731.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -444762.281250 Penalty: 4052.271729
	Iteration 5Q: 3 clusters Score -444762.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -444791.625000 Penalty: 4052.271729
	Iteration 6Q: 3 clusters Score -444791.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -444820.187500 Penalty: 4052.271729
	Iteration 7Q: 3 clusters Score -444820.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -444844.125000 Penalty: 4052.271729
	Iteration 8Q: 3 clusters Score -444844.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -444858.156250 Penalty: 4052.271729
	Iteration 9Q: 3 clusters Score -444858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -444869.531250 Penalty: 4052.271729
	Iteration 10Q: 3 clusters Score -444869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -444878.843750 Penalty: 4052.271729
	Iteration 11Q: 3 clusters Score -444878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -444889.312500 Penalty: 4052.271729
	Iteration 12Q: 3 clusters Score -444889.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -444897.343750 Penalty: 4052.271729
	Iteration 13Q: 3 clusters Score -444897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -444902.750000 Penalty: 4052.271729
	Iteration 14Q: 3 clusters Score -444902.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -444907.781250 Penalty: 4052.271729
	Iteration 15Q: 3 clusters Score -444907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -444912.375000 Penalty: 4052.271729
	Iteration 16Q: 3 clusters Score -444912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444914.062500 Penalty: 4052.271729
	Iteration 17Q: 3 clusters Score -444914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -444917.937500 Penalty: 4052.271729
	Iteration 18Q: 3 clusters Score -444917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -444920.625000 Penalty: 4052.271729
	Iteration 19Q: 3 clusters Score -444920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -444920.125000 Penalty: 4052.271729
	Iteration 20F: 3 clusters Score -444920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -444921.187500 Penalty: 4052.271729
	Iteration 21Q: 3 clusters Score -444921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -444922.125000 Penalty: 4052.271729
	Iteration 22Q: 3 clusters Score -444922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444923.375000 Penalty: 4052.271729
	Iteration 23Q: 3 clusters Score -444923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -444924.437500 Penalty: 4052.271729
	Iteration 24Q: 3 clusters Score -444924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -444926.562500 Penalty: 4052.271729
	Iteration 25Q: 3 clusters Score -444926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -444927.437500 Penalty: 4052.271729
	Iteration 26Q: 3 clusters Score -444927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -444928.375000 Penalty: 4052.271729
	Iteration 27Q: 3 clusters Score -444928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -444929.593750 Penalty: 4052.271729
	Iteration 28Q: 3 clusters Score -444929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -444930.312500 Penalty: 4052.271729
	Iteration 29Q: 3 clusters Score -444930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -444932.031250 Penalty: 4052.271729
	Iteration 30Q: 3 clusters Score -444932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -444932.406250 Penalty: 4052.271729
	Iteration 31Q: 3 clusters Score -444932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -444933.218750 Penalty: 4052.271729
	Iteration 32Q: 3 clusters Score -444933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -444932.968750 Penalty: 4052.271729
	Iteration 33Q: 3 clusters Score -444933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -444933.250000 Penalty: 4052.271729
	Iteration 34Q: 3 clusters Score -444933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -444933.625000 Penalty: 4052.271729
	Iteration 35Q: 3 clusters Score -444933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -444933.625000 Penalty: 4052.271729
	Iteration 36F: 3 clusters Score -444933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -259142.281250 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -259142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -256439.562500 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -256439.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -256950.687500 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -256950.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257090.265625 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -257090.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257154.359375 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -257154.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257192.671875 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -257192.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -257214.953125 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -257215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257230.125000 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -257230.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257243.796875 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -257243.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257253.000000 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -257253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257256.250000 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -257256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257262.296875 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -257262.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257268.312500 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -257268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -257275.140625 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -257275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -257279.375000 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -257279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -257283.156250 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -257283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257284.312500 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -257284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257284.312500 Penalty: 3799.884033
	Iteration 16F: 3 clusters Score -257284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -986883.312500 Penalty: 2258.695557
	Iteration 0F: 2 clusters Score -986883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -979897.562500 Penalty: 4517.391113
	Iteration 0F: 3 clusters Score -979897.6 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -982598.812500 Penalty: 4517.391113
	Iteration 1F: 3 clusters Score -982598.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -983736.187500 Penalty: 4517.391113
	Iteration 2F: 3 clusters Score -983736.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -984656.750000 Penalty: 4517.391113
	Iteration 3F: 3 clusters Score -984656.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -985229.187500 Penalty: 4517.391113
	Iteration 4F: 3 clusters Score -985229.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -985595.500000 Penalty: 4517.391113
	Iteration 5F: 3 clusters Score -985595.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -985803.187500 Penalty: 4517.391113
	Iteration 6Q: 3 clusters Score -985803.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -985914.250000 Penalty: 4517.391113
	Iteration 7Q: 3 clusters Score -985914.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -985991.562500 Penalty: 4517.391113
	Iteration 8Q: 3 clusters Score -985991.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -986064.125000 Penalty: 4517.391113
	Iteration 9Q: 3 clusters Score -986064.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -986128.875000 Penalty: 4517.391113
	Iteration 10Q: 3 clusters Score -986128.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -986183.750000 Penalty: 4517.391113
	Iteration 11Q: 3 clusters Score -986183.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -986231.312500 Penalty: 4517.391113
	Iteration 12Q: 3 clusters Score -986231.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -986262.312500 Penalty: 4517.391113
	Iteration 13Q: 3 clusters Score -986262.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -986284.312500 Penalty: 4517.391113
	Iteration 14Q: 3 clusters Score -986284.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -986304.812500 Penalty: 4517.391113
	Iteration 15Q: 3 clusters Score -986304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -986326.125000 Penalty: 4517.391113
	Iteration 16Q: 3 clusters Score -986326.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -986347.312500 Penalty: 4517.391113
	Iteration 17Q: 3 clusters Score -986347.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -986357.437500 Penalty: 4517.391113
	Iteration 18Q: 3 clusters Score -986357.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -986370.875000 Penalty: 4517.391113
	Iteration 19Q: 3 clusters Score -986370.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -986384.062500 Penalty: 4517.391113
	Iteration 20F: 3 clusters Score -986384.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -986399.625000 Penalty: 4517.391113
	Iteration 21Q: 3 clusters Score -986399.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -986414.625000 Penalty: 4517.391113
	Iteration 22Q: 3 clusters Score -986414.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -986425.750000 Penalty: 4517.391113
	Iteration 23Q: 3 clusters Score -986425.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -986434.125000 Penalty: 4517.391113
	Iteration 24Q: 3 clusters Score -986434.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -986443.687500 Penalty: 4517.391113
	Iteration 25Q: 3 clusters Score -986443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -986452.000000 Penalty: 4517.391113
	Iteration 26Q: 3 clusters Score -986452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -986465.937500 Penalty: 4517.391113
	Iteration 27Q: 3 clusters Score -986465.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -986470.750000 Penalty: 4517.391113
	Iteration 28Q: 3 clusters Score -986470.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -986478.250000 Penalty: 4517.391113
	Iteration 29Q: 3 clusters Score -986478.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -986487.062500 Penalty: 4517.391113
	Iteration 30Q: 3 clusters Score -986487.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -986492.937500 Penalty: 4517.391113
	Iteration 31Q: 3 clusters Score -986492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -986500.125000 Penalty: 4517.391113
	Iteration 32Q: 3 clusters Score -986500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -986510.000000 Penalty: 4517.391113
	Iteration 33Q: 3 clusters Score -986510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -986520.750000 Penalty: 4517.391113
	Iteration 34Q: 3 clusters Score -986520.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -986528.187500 Penalty: 4517.391113
	Iteration 35Q: 3 clusters Score -986528.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -986536.250000 Penalty: 4517.391113
	Iteration 36Q: 3 clusters Score -986536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -986539.687500 Penalty: 4517.391113
	Iteration 37Q: 3 clusters Score -986539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -986543.312500 Penalty: 4517.391113
	Iteration 38Q: 3 clusters Score -986543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -986545.750000 Penalty: 4517.391113
	Iteration 39Q: 3 clusters Score -986545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -986549.437500 Penalty: 4517.391113
	Iteration 40F: 3 clusters Score -986549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -986552.000000 Penalty: 4517.391113
	Iteration 41Q: 3 clusters Score -986552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -986556.000000 Penalty: 4517.391113
	Iteration 42Q: 3 clusters Score -986556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -986558.812500 Penalty: 4517.391113
	Iteration 43Q: 3 clusters Score -986558.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -986562.812500 Penalty: 4517.391113
	Iteration 44Q: 3 clusters Score -986562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -986564.687500 Penalty: 4517.391113
	Iteration 45Q: 3 clusters Score -986564.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -986569.812500 Penalty: 4517.391113
	Iteration 46Q: 3 clusters Score -986569.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -986575.437500 Penalty: 4517.391113
	Iteration 47Q: 3 clusters Score -986575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -986583.812500 Penalty: 4517.391113
	Iteration 48Q: 3 clusters Score -986583.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -986589.937500 Penalty: 4517.391113
	Iteration 49Q: 3 clusters Score -986589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -986600.125000 Penalty: 4517.391113
	Iteration 50Q: 3 clusters Score -986600.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -986617.437500 Penalty: 4517.391113
	Iteration 51Q: 3 clusters Score -986617.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -986633.875000 Penalty: 4517.391113
	Iteration 52Q: 3 clusters Score -986633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -986646.125000 Penalty: 4517.391113
	Iteration 53Q: 3 clusters Score -986646.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -986662.500000 Penalty: 4517.391113
	Iteration 54Q: 3 clusters Score -986662.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -986682.062500 Penalty: 4517.391113
	Iteration 55Q: 3 clusters Score -986682.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -986696.125000 Penalty: 4517.391113
	Iteration 56Q: 3 clusters Score -986696.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -986711.437500 Penalty: 4517.391113
	Iteration 57Q: 3 clusters Score -986711.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -986726.812500 Penalty: 4517.391113
	Iteration 58Q: 3 clusters Score -986726.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -986745.250000 Penalty: 4517.391113
	Iteration 59Q: 3 clusters Score -986745.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -986768.750000 Penalty: 4517.391113
	Iteration 60F: 3 clusters Score -986768.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -986786.562500 Penalty: 4517.391113
	Iteration 61Q: 3 clusters Score -986786.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -986803.187500 Penalty: 4517.391113
	Iteration 62Q: 3 clusters Score -986803.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -986815.250000 Penalty: 4517.391113
	Iteration 63Q: 3 clusters Score -986815.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -986826.000000 Penalty: 4517.391113
	Iteration 64Q: 3 clusters Score -986826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -986841.125000 Penalty: 4517.391113
	Iteration 65Q: 3 clusters Score -986841.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -986848.187500 Penalty: 4517.391113
	Iteration 66Q: 3 clusters Score -986848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -986851.687500 Penalty: 4517.391113
	Iteration 67Q: 3 clusters Score -986851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -986853.500000 Penalty: 4517.391113
	Iteration 68Q: 3 clusters Score -986853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -986855.125000 Penalty: 4517.391113
	Iteration 69Q: 3 clusters Score -986855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -986858.000000 Penalty: 4517.391113
	Iteration 70Q: 3 clusters Score -986858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -986860.937500 Penalty: 4517.391113
	Iteration 71Q: 3 clusters Score -986860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -986859.812500 Penalty: 4517.391113
	Iteration 72Q: 3 clusters Score -986859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -986859.750000 Penalty: 4517.391113
	Iteration 73Q: 3 clusters Score -986859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -986862.125000 Penalty: 4517.391113
	Iteration 74Q: 3 clusters Score -986862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -986865.812500 Penalty: 4517.391113
	Iteration 75Q: 3 clusters Score -986865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -986866.500000 Penalty: 4517.391113
	Iteration 76Q: 3 clusters Score -986866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -986868.562500 Penalty: 4517.391113
	Iteration 77Q: 3 clusters Score -986868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -986868.062500 Penalty: 4517.391113
	Iteration 78Q: 3 clusters Score -986868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -986869.062500 Penalty: 4517.391113
	Iteration 79Q: 3 clusters Score -986869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -986870.500000 Penalty: 4517.391113
	Iteration 80F: 3 clusters Score -986870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -986871.875000 Penalty: 4517.391113
	Iteration 81Q: 3 clusters Score -986871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -986870.687500 Penalty: 4517.391113
	Iteration 82Q: 3 clusters Score -986870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -986870.937500 Penalty: 4517.391113
	Iteration 83Q: 3 clusters Score -986870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -986869.875000 Penalty: 4517.391113
	Iteration 84Q: 3 clusters Score -986869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -986869.812500 Penalty: 4517.391113
	Iteration 85Q: 3 clusters Score -986869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -986870.562500 Penalty: 4517.391113
	Iteration 86Q: 3 clusters Score -986870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -986870.562500 Penalty: 4517.391113
	Iteration 87F: 3 clusters Score -986870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Entering Unmasked Estep 
Score: -6609878.500000 Penalty: 2685.934570
	Iteration 0F: 2 clusters Score -6609878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6575793.000000 Penalty: 5371.869141
	Iteration 0F: 3 clusters Score -6575793 nChanged 23286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -6588569.000000 Penalty: 5371.869141
	Iteration 1F: 3 clusters Score -6588569 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6589083.000000 Penalty: 5371.869141
	Iteration 2Q: 3 clusters Score -6589083 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -6589641.000000 Penalty: 5371.869141
	Iteration 3Q: 3 clusters Score -6589641 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -6590293.500000 Penalty: 5371.869141
	Iteration 4Q: 3 clusters Score -6590294 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6591055.000000 Penalty: 5371.869141
	Iteration 5Q: 3 clusters Score -6591055 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6592205.500000 Penalty: 5371.869141
	Iteration 6Q: 3 clusters Score -6592206 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6593855.500000 Penalty: 5371.869141
	Iteration 7Q: 3 clusters Score -6593856 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -6595854.500000 Penalty: 5371.869141
	Iteration 8F: 3 clusters Score -6595854 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6597842.000000 Penalty: 5371.869141
	Iteration 9F: 3 clusters Score -6597842 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -6599625.500000 Penalty: 5371.869141
	Iteration 10F: 3 clusters Score -6599626 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6601105.000000 Penalty: 5371.869141
	Iteration 11Q: 3 clusters Score -6601105 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -6602313.000000 Penalty: 5371.869141
	Iteration 12Q: 3 clusters Score -6602313 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -6603369.000000 Penalty: 5371.869141
	Iteration 13Q: 3 clusters Score -6603369 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6604275.000000 Penalty: 5371.869141
	Iteration 14Q: 3 clusters Score -6604275 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6604989.000000 Penalty: 5371.869141
	Iteration 15Q: 3 clusters Score -6604989 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6605604.500000 Penalty: 5371.869141
	Iteration 16Q: 3 clusters Score -6605604 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6606124.000000 Penalty: 5371.869141
	Iteration 17Q: 3 clusters Score -6606124 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6606528.000000 Penalty: 5371.869141
	Iteration 18Q: 3 clusters Score -6606528 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6606814.000000 Penalty: 5371.869141
	Iteration 19Q: 3 clusters Score -6606814 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6607016.000000 Penalty: 5371.869141
	Iteration 20F: 3 clusters Score -6607016 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6607171.500000 Penalty: 5371.869141
	Iteration 21Q: 3 clusters Score -6607172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6607289.000000 Penalty: 5371.869141
	Iteration 22Q: 3 clusters Score -6607289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6607384.500000 Penalty: 5371.869141
	Iteration 23Q: 3 clusters Score -6607384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6607431.000000 Penalty: 5371.869141
	Iteration 24Q: 3 clusters Score -6607431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6607482.500000 Penalty: 5371.869141
	Iteration 25Q: 3 clusters Score -6607482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6607501.500000 Penalty: 5371.869141
	Iteration 26Q: 3 clusters Score -6607502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6607527.500000 Penalty: 5371.869141
	Iteration 27Q: 3 clusters Score -6607528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6607540.500000 Penalty: 5371.869141
	Iteration 28Q: 3 clusters Score -6607540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6607563.000000 Penalty: 5371.869141
	Iteration 29Q: 3 clusters Score -6607563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6607570.000000 Penalty: 5371.869141
	Iteration 30Q: 3 clusters Score -6607570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6607586.500000 Penalty: 5371.869141
	Iteration 31Q: 3 clusters Score -6607586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6607595.500000 Penalty: 5371.869141
	Iteration 32Q: 3 clusters Score -6607596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6607603.500000 Penalty: 5371.869141
	Iteration 33Q: 3 clusters Score -6607604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6607603.000000 Penalty: 5371.869141
	Iteration 34Q: 3 clusters Score -6607603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6607613.000000 Penalty: 5371.869141
	Iteration 35Q: 3 clusters Score -6607613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6607616.000000 Penalty: 5371.869141
	Iteration 36Q: 3 clusters Score -6607616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6607617.500000 Penalty: 5371.869141
	Iteration 37Q: 3 clusters Score -6607618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6607616.000000 Penalty: 5371.869141
	Iteration 38Q: 3 clusters Score -6607616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6607623.500000 Penalty: 5371.869141
	Iteration 39Q: 3 clusters Score -6607624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6607627.500000 Penalty: 5371.869141
	Iteration 40F: 3 clusters Score -6607628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6607630.000000 Penalty: 5371.869141
	Iteration 41Q: 3 clusters Score -6607630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6607623.000000 Penalty: 5371.869141
	Iteration 42Q: 3 clusters Score -6607623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6607632.000000 Penalty: 5371.869141
	Iteration 43Q: 3 clusters Score -6607632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6607634.000000 Penalty: 5371.869141
	Iteration 44Q: 3 clusters Score -6607634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6607642.500000 Penalty: 5371.869141
	Iteration 45Q: 3 clusters Score -6607642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6607640.000000 Penalty: 5371.869141
	Iteration 46Q: 3 clusters Score -6607640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6607641.000000 Penalty: 5371.869141
	Iteration 47Q: 3 clusters Score -6607641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6607641.000000 Penalty: 5371.869141
	Iteration 48F: 3 clusters Score -6607641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Entering Unmasked Estep 
Score: -1993093.000000 Penalty: 2386.318359
	Iteration 0F: 2 clusters Score -1993093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1982183.500000 Penalty: 4772.636719
	Iteration 0F: 3 clusters Score -1982184 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1985684.500000 Penalty: 4772.636719
	Iteration 1F: 3 clusters Score -1985684 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1986010.125000 Penalty: 4772.636719
	Iteration 2F: 3 clusters Score -1986010 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1986265.750000 Penalty: 4772.636719
	Iteration 3Q: 3 clusters Score -1986266 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1986471.125000 Penalty: 4772.636719
	Iteration 4Q: 3 clusters Score -1986471 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1986652.125000 Penalty: 4772.636719
	Iteration 5Q: 3 clusters Score -1986652 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1986858.375000 Penalty: 4772.636719
	Iteration 6Q: 3 clusters Score -1986858 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1987134.000000 Penalty: 4772.636719
	Iteration 7Q: 3 clusters Score -1987134 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1987465.375000 Penalty: 4772.636719
	Iteration 8Q: 3 clusters Score -1987465 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1987824.375000 Penalty: 4772.636719
	Iteration 9Q: 3 clusters Score -1987824 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1988247.375000 Penalty: 4772.636719
	Iteration 10Q: 3 clusters Score -1988247 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1988724.000000 Penalty: 4772.636719
	Iteration 11Q: 3 clusters Score -1988724 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1989234.000000 Penalty: 4772.636719
	Iteration 12Q: 3 clusters Score -1989234 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1989704.375000 Penalty: 4772.636719
	Iteration 13Q: 3 clusters Score -1989704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1990104.000000 Penalty: 4772.636719
	Iteration 14Q: 3 clusters Score -1990104 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1990390.125000 Penalty: 4772.636719
	Iteration 15Q: 3 clusters Score -1990390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1990599.000000 Penalty: 4772.636719
	Iteration 16Q: 3 clusters Score -1990599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1990726.500000 Penalty: 4772.636719
	Iteration 17Q: 3 clusters Score -1990726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1990820.750000 Penalty: 4772.636719
	Iteration 18Q: 3 clusters Score -1990821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1990886.625000 Penalty: 4772.636719
	Iteration 19Q: 3 clusters Score -1990887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1990934.875000 Penalty: 4772.636719
	Iteration 20F: 3 clusters Score -1990935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1990963.875000 Penalty: 4772.636719
	Iteration 21Q: 3 clusters Score -1990964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1990975.250000 Penalty: 4772.636719
	Iteration 22Q: 3 clusters Score -1990975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1990982.125000 Penalty: 4772.636719
	Iteration 23Q: 3 clusters Score -1990982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1990987.750000 Penalty: 4772.636719
	Iteration 24Q: 3 clusters Score -1990988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1990988.750000 Penalty: 4772.636719
	Iteration 25Q: 3 clusters Score -1990989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1990990.875000 Penalty: 4772.636719
	Iteration 26Q: 3 clusters Score -1990991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1991001.875000 Penalty: 4772.636719
	Iteration 27Q: 3 clusters Score -1991002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1991001.875000 Penalty: 4772.636719
	Iteration 28Q: 3 clusters Score -1991002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1991002.875000 Penalty: 4772.636719
	Iteration 29Q: 3 clusters Score -1991003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1991004.625000 Penalty: 4772.636719
	Iteration 30Q: 3 clusters Score -1991005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1991006.750000 Penalty: 4772.636719
	Iteration 31Q: 3 clusters Score -1991007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1991009.125000 Penalty: 4772.636719
	Iteration 32Q: 3 clusters Score -1991009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1991008.750000 Penalty: 4772.636719
	Iteration 33Q: 3 clusters Score -1991009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1991011.750000 Penalty: 4772.636719
	Iteration 34Q: 3 clusters Score -1991012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1991011.000000 Penalty: 4772.636719
	Iteration 35Q: 3 clusters Score -1991011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1991011.000000 Penalty: 4772.636719
	Iteration 36F: 3 clusters Score -1991011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 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 167 members 
Entering Unmasked Estep 
Score: -34121.757812 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34121.76 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34382.320312 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34382.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34431.761719 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -34431.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34464.914062 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -34464.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34479.234375 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34479.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34483.394531 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -34483.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34496.824219 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34496.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34502.984375 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34502.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34515.156250 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -34515.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34520.320312 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -34520.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34526.148438 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -34526.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34530.191406 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -34530.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34530.191406 Penalty: 2902.692383
	Iteration 12F: 3 clusters Score -34530.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Entering Unmasked Estep 
Score: -1437908.625000 Penalty: 2316.267578
	Iteration 0F: 2 clusters Score -1437909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1429384.750000 Penalty: 4632.535156
	Iteration 0F: 3 clusters Score -1429385 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1431866.500000 Penalty: 4632.535156
	Iteration 1F: 3 clusters Score -1431866 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1432170.750000 Penalty: 4632.535156
	Iteration 2F: 3 clusters Score -1432171 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1432393.125000 Penalty: 4632.535156
	Iteration 3Q: 3 clusters Score -1432393 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1432590.625000 Penalty: 4632.535156
	Iteration 4Q: 3 clusters Score -1432591 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1432756.000000 Penalty: 4632.535156
	Iteration 5Q: 3 clusters Score -1432756 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1432933.500000 Penalty: 4632.535156
	Iteration 6Q: 3 clusters Score -1432934 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1433155.125000 Penalty: 4632.535156
	Iteration 7Q: 3 clusters Score -1433155 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1433433.750000 Penalty: 4632.535156
	Iteration 8Q: 3 clusters Score -1433434 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1433732.250000 Penalty: 4632.535156
	Iteration 9Q: 3 clusters Score -1433732 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1434119.375000 Penalty: 4632.535156
	Iteration 10Q: 3 clusters Score -1434119 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1434564.875000 Penalty: 4632.535156
	Iteration 11Q: 3 clusters Score -1434565 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1434972.000000 Penalty: 4632.535156
	Iteration 12Q: 3 clusters Score -1434972 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1435282.250000 Penalty: 4632.535156
	Iteration 13Q: 3 clusters Score -1435282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1435500.875000 Penalty: 4632.535156
	Iteration 14Q: 3 clusters Score -1435501 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1435652.750000 Penalty: 4632.535156
	Iteration 15Q: 3 clusters Score -1435653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1435732.000000 Penalty: 4632.535156
	Iteration 16Q: 3 clusters Score -1435732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1435773.625000 Penalty: 4632.535156
	Iteration 17Q: 3 clusters Score -1435774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1435802.500000 Penalty: 4632.535156
	Iteration 18Q: 3 clusters Score -1435802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1435828.375000 Penalty: 4632.535156
	Iteration 19Q: 3 clusters Score -1435828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1435857.375000 Penalty: 4632.535156
	Iteration 20F: 3 clusters Score -1435857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1435871.500000 Penalty: 4632.535156
	Iteration 21Q: 3 clusters Score -1435872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1435879.625000 Penalty: 4632.535156
	Iteration 22Q: 3 clusters Score -1435880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1435893.500000 Penalty: 4632.535156
	Iteration 23Q: 3 clusters Score -1435894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1435899.125000 Penalty: 4632.535156
	Iteration 24Q: 3 clusters Score -1435899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1435899.625000 Penalty: 4632.535156
	Iteration 25Q: 3 clusters Score -1435900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1435900.625000 Penalty: 4632.535156
	Iteration 26Q: 3 clusters Score -1435901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1435900.625000 Penalty: 4632.535156
	Iteration 27F: 3 clusters Score -1435901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -101446.320312 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -101446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99636.976562 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -99636.98 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100147.867188 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -100147.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100376.882812 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -100376.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100541.789062 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -100541.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100693.421875 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -100693.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100838.554688 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -100838.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101010.937500 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -101010.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101198.828125 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -101198.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101357.125000 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -101357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101455.726562 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -101455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101540.625000 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -101540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -101595.578125 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -101595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101644.039062 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -101644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101703.031250 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -101703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101810.562500 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -101810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101992.367188 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -101992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102050.742188 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -102050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102128.218750 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -102128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102247.304688 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -102247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -102401.343750 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -102401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102500.218750 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -102500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102693.242188 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -102693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102706.210938 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -102706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102713.851562 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -102713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102717.781250 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -102717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102727.632812 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -102727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102727.632812 Penalty: 3393.970947
	Iteration 26F: 3 clusters Score -102727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 105590 members 
Mstep: Class 9 contains 297536 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 22843 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14895 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9024 members 
Mstep: Class 29 contains 50533 members 
Mstep: Class 30 contains 15097 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55594 members 
Mstep: Class 36 contains 530 members 
Entering Unmasked Estep 
Score: -104952504.000000 Penalty: 121784.320312
Splitting cluster 33 changes total score from -104952016.000000 to -104952504.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 34 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -115017.859375 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -115017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113121.882812 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -113121.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113819.085938 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -113819.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114341.117188 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -114341.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114674.453125 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -114674.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114835.429688 Penalty: 3439.460938
	Iteration 4F: 3 clusters Score -114835.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -115028.093750 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -115028.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -115165.179688 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -115165.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115309.273438 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -115309.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115417.195312 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -115417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115469.718750 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -115469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115486.914062 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -115486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115504.992188 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -115505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115511.929688 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -115511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115514.828125 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -115514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115516.234375 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -115516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115517.578125 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -115517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115517.578125 Penalty: 3439.460938
	Iteration 16F: 3 clusters Score -115517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 105590 members 
Mstep: Class 9 contains 297536 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 22843 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14895 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9024 members 
Mstep: Class 29 contains 50533 members 
Mstep: Class 30 contains 15097 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 55594 members 
Mstep: Class 36 contains 530 members 
Mstep: Class 37 contains 632 members 
Entering Unmasked Estep 
Score: -104951336.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104952016.000000 to -104951336.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 105590 members 
Mstep: Class 9 contains 297536 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 34873 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 22843 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 14895 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9024 members 
Mstep: Class 29 contains 50533 members 
Mstep: Class 30 contains 15097 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953160.000000 Penalty: 121784.320312
Iteration 119Q: 37 clusters Score -1.049532e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 16730 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 104087 members 
Mstep: Class 9 contains 298894 members 
Mstep: Class 10 contains 14836 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 28060 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 13634 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 35168 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 42176 members 
Mstep: Class 22 contains 22899 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 15042 members 
Mstep: Class 25 contains 16500 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9023 members 
Mstep: Class 29 contains 50633 members 
Mstep: Class 30 contains 15103 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11421 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 54647 members 
Mstep: Class 36 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953552.000000 Penalty: 121784.320312
Iteration 120F: 37 clusters Score -1.049536e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 11479 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 16582 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 102600 members 
Mstep: Class 9 contains 300087 members 
Mstep: Class 10 contains 14833 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8731 members 
Mstep: Class 13 contains 28036 members 
Mstep: Class 14 contains 18103 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 13631 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 35322 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 42140 members 
Mstep: Class 22 contains 22868 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 16496 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 9016 members 
Mstep: Class 29 contains 50656 members 
Mstep: Class 30 contains 15078 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11452 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 54939 members 
Mstep: Class 36 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953984.000000 Penalty: 121784.320312
Iteration 121Q: 37 clusters Score -1.04954e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11461 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 16482 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 101198 members 
Mstep: Class 9 contains 301276 members 
Mstep: Class 10 contains 14831 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 18128 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 13628 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 35463 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 42120 members 
Mstep: Class 22 contains 22851 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 16484 members 
Mstep: Class 26 contains 3512 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 9013 members 
Mstep: Class 29 contains 50694 members 
Mstep: Class 30 contains 15053 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11484 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55045 members 
Mstep: Class 36 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954160.000000 Penalty: 121784.320312
Iteration 122Q: 37 clusters Score -1.049542e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 5 contains 3923 members 
Mstep: Class 6 contains 16400 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 99803 members 
Mstep: Class 9 contains 302464 members 
Mstep: Class 10 contains 14828 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 28016 members 
Mstep: Class 14 contains 18145 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 9789 members 
Mstep: Class 19 contains 35617 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 42107 members 
Mstep: Class 22 contains 22821 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15105 members 
Mstep: Class 25 contains 16466 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9011 members 
Mstep: Class 29 contains 50721 members 
Mstep: Class 30 contains 15049 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11506 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55128 members 
Mstep: Class 36 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954272.000000 Penalty: 121784.320312
Iteration 123Q: 37 clusters Score -1.049543e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7832 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 3921 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 98460 members 
Mstep: Class 9 contains 303613 members 
Mstep: Class 10 contains 14826 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 18160 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13616 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 9800 members 
Mstep: Class 19 contains 35740 members 
Mstep: Class 20 contains 449 members 
Mstep: Class 21 contains 42126 members 
Mstep: Class 22 contains 22784 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15112 members 
Mstep: Class 25 contains 16444 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 9010 members 
Mstep: Class 29 contains 50759 members 
Mstep: Class 30 contains 15045 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11531 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55203 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954016.000000 Penalty: 121784.320312
Iteration 124Q: 37 clusters Score -1.04954e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7832 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 97204 members 
Mstep: Class 9 contains 304699 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 8813 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 18186 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 35834 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 22750 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15110 members 
Mstep: Class 25 contains 16428 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 9010 members 
Mstep: Class 29 contains 50795 members 
Mstep: Class 30 contains 15042 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11550 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55276 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954168.000000 Penalty: 121784.320312
Iteration 125Q: 37 clusters Score -1.049542e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 4176 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 16271 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 96012 members 
Mstep: Class 9 contains 305729 members 
Mstep: Class 10 contains 14821 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 8826 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 18212 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 35918 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42163 members 
Mstep: Class 22 contains 22721 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15111 members 
Mstep: Class 25 contains 16405 members 
Mstep: Class 26 contains 3512 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9006 members 
Mstep: Class 29 contains 50853 members 
Mstep: Class 30 contains 15037 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11561 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55325 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953856.000000 Penalty: 121784.320312
Iteration 126Q: 37 clusters Score -1.049539e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 16236 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 94873 members 
Mstep: Class 9 contains 306707 members 
Mstep: Class 10 contains 14821 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 13 contains 27935 members 
Mstep: Class 14 contains 18232 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 35999 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42162 members 
Mstep: Class 22 contains 22701 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15114 members 
Mstep: Class 25 contains 16389 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9004 members 
Mstep: Class 29 contains 50917 members 
Mstep: Class 30 contains 15030 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11570 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55373 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953872.000000 Penalty: 121784.320312
Iteration 127Q: 37 clusters Score -1.049539e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 93722 members 
Mstep: Class 9 contains 307670 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 18269 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 9795 members 
Mstep: Class 19 contains 36053 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42174 members 
Mstep: Class 22 contains 22699 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15117 members 
Mstep: Class 25 contains 16372 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 50971 members 
Mstep: Class 30 contains 15034 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11579 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55422 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953992.000000 Penalty: 121784.320312
Iteration 128Q: 37 clusters Score -1.04954e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 92625 members 
Mstep: Class 9 contains 308610 members 
Mstep: Class 10 contains 14818 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 18300 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 36072 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42194 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15120 members 
Mstep: Class 25 contains 16363 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 51033 members 
Mstep: Class 30 contains 15041 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11585 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55448 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953864.000000 Penalty: 121784.320312
Iteration 129Q: 37 clusters Score -1.049539e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 3919 members 
Mstep: Class 6 contains 16174 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 91592 members 
Mstep: Class 9 contains 309500 members 
Mstep: Class 10 contains 14815 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 27883 members 
Mstep: Class 14 contains 18313 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 36082 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42211 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15125 members 
Mstep: Class 25 contains 16358 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51127 members 
Mstep: Class 30 contains 15038 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11585 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55472 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953920.000000 Penalty: 121784.320312
Iteration 130Q: 37 clusters Score -1.049539e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 16153 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 90557 members 
Mstep: Class 9 contains 310391 members 
Mstep: Class 10 contains 14812 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 18330 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 9813 members 
Mstep: Class 19 contains 36091 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 22681 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 15127 members 
Mstep: Class 25 contains 16355 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 51221 members 
Mstep: Class 30 contains 15041 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11584 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55495 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954032.000000 Penalty: 121784.320312
Iteration 131Q: 37 clusters Score -1.04954e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 16136 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 89561 members 
Mstep: Class 9 contains 311283 members 
Mstep: Class 10 contains 14811 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 18341 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 9822 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42234 members 
Mstep: Class 22 contains 22681 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 15129 members 
Mstep: Class 25 contains 16343 members 
Mstep: Class 26 contains 3497 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 51275 members 
Mstep: Class 30 contains 15048 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11584 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55519 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954080.000000 Penalty: 121784.320312
Iteration 132Q: 37 clusters Score -1.049541e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 16128 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 88623 members 
Mstep: Class 9 contains 312160 members 
Mstep: Class 10 contains 14810 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 8967 members 
Mstep: Class 13 contains 27833 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 36126 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42247 members 
Mstep: Class 22 contains 22672 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 16337 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8988 members 
Mstep: Class 29 contains 51315 members 
Mstep: Class 30 contains 15036 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11592 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55524 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954000.000000 Penalty: 121784.320312
Iteration 133Q: 37 clusters Score -1.04954e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 16115 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 87701 members 
Mstep: Class 9 contains 313047 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 27812 members 
Mstep: Class 14 contains 18361 members 
Mstep: Class 15 contains 2440 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9837 members 
Mstep: Class 19 contains 36137 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42257 members 
Mstep: Class 22 contains 22661 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 15132 members 
Mstep: Class 25 contains 16332 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8989 members 
Mstep: Class 29 contains 51345 members 
Mstep: Class 30 contains 15021 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11593 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 55539 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954152.000000 Penalty: 121784.320312
Iteration 134Q: 37 clusters Score -1.049542e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 16101 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 86827 members 
Mstep: Class 9 contains 313895 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 27802 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9847 members 
Mstep: Class 19 contains 36140 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42271 members 
Mstep: Class 22 contains 22655 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15135 members 
Mstep: Class 25 contains 16303 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8986 members 
Mstep: Class 29 contains 51373 members 
Mstep: Class 30 contains 14996 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11596 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 55557 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954368.000000 Penalty: 121784.320312
Iteration 135Q: 37 clusters Score -1.049544e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 11424 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 16083 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 85947 members 
Mstep: Class 9 contains 314750 members 
Mstep: Class 10 contains 14792 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 27784 members 
Mstep: Class 14 contains 18406 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9866 members 
Mstep: Class 19 contains 36152 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42284 members 
Mstep: Class 22 contains 22640 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15138 members 
Mstep: Class 25 contains 16281 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 51391 members 
Mstep: Class 30 contains 14982 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 55567 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954224.000000 Penalty: 121784.320312
Iteration 136Q: 37 clusters Score -1.049542e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 11422 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 16062 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 85100 members 
Mstep: Class 9 contains 315546 members 
Mstep: Class 10 contains 14787 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 27773 members 
Mstep: Class 14 contains 18436 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9882 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42296 members 
Mstep: Class 22 contains 22631 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 16271 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 51408 members 
Mstep: Class 30 contains 14971 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55589 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953960.000000 Penalty: 121784.320312
Iteration 137Q: 37 clusters Score -1.04954e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7838 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 3903 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 84339 members 
Mstep: Class 9 contains 316279 members 
Mstep: Class 10 contains 14784 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9073 members 
Mstep: Class 13 contains 27756 members 
Mstep: Class 14 contains 18471 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 36154 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42314 members 
Mstep: Class 22 contains 22615 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 16257 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 51441 members 
Mstep: Class 30 contains 14944 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55592 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953976.000000 Penalty: 121784.320312
Iteration 138Q: 37 clusters Score -1.04954e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7838 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 83534 members 
Mstep: Class 9 contains 317037 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 13 contains 27728 members 
Mstep: Class 14 contains 18507 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 9922 members 
Mstep: Class 19 contains 36152 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42328 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16243 members 
Mstep: Class 26 contains 3491 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 51479 members 
Mstep: Class 30 contains 14934 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55612 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953888.000000 Penalty: 121784.320312
Iteration 139Q: 37 clusters Score -1.049539e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7839 members 
Mstep: Class 3 contains 11421 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 16019 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 82749 members 
Mstep: Class 9 contains 317819 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9101 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 18528 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 9941 members 
Mstep: Class 19 contains 36143 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42341 members 
Mstep: Class 22 contains 22582 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 3489 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 51497 members 
Mstep: Class 30 contains 14908 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55629 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954224.000000 Penalty: 121784.320312
Iteration 140F: 37 clusters Score -1.049542e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7839 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 15996 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 81970 members 
Mstep: Class 9 contains 318527 members 
Mstep: Class 10 contains 14787 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 27686 members 
Mstep: Class 14 contains 18549 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 36139 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42369 members 
Mstep: Class 22 contains 22581 members 
Mstep: Class 23 contains 4330 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16215 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 51526 members 
Mstep: Class 30 contains 14902 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55661 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953960.000000 Penalty: 121784.320312
Iteration 141Q: 37 clusters Score -1.04954e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7838 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 81208 members 
Mstep: Class 9 contains 319225 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 27675 members 
Mstep: Class 14 contains 18571 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 36142 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42401 members 
Mstep: Class 22 contains 22573 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16205 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 51555 members 
Mstep: Class 30 contains 14894 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55665 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953880.000000 Penalty: 121784.320312
Iteration 142Q: 37 clusters Score -1.049539e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 11410 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 80466 members 
Mstep: Class 9 contains 319891 members 
Mstep: Class 10 contains 14791 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9118 members 
Mstep: Class 13 contains 27667 members 
Mstep: Class 14 contains 18593 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10004 members 
Mstep: Class 19 contains 36159 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42430 members 
Mstep: Class 22 contains 22571 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15149 members 
Mstep: Class 25 contains 16193 members 
Mstep: Class 26 contains 3487 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51572 members 
Mstep: Class 30 contains 14897 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55653 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954216.000000 Penalty: 121784.320312
Iteration 143Q: 37 clusters Score -1.049542e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 11403 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 79748 members 
Mstep: Class 9 contains 320559 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 27658 members 
Mstep: Class 14 contains 18610 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 36159 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42459 members 
Mstep: Class 22 contains 22563 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15152 members 
Mstep: Class 25 contains 16189 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51581 members 
Mstep: Class 30 contains 14892 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11611 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55645 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954216.000000 Penalty: 121784.320312
Iteration 144Q: 37 clusters Score -1.049542e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7839 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 15953 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 79029 members 
Mstep: Class 9 contains 321227 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 27650 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 36159 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42487 members 
Mstep: Class 22 contains 22561 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15149 members 
Mstep: Class 25 contains 16169 members 
Mstep: Class 26 contains 3484 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51592 members 
Mstep: Class 30 contains 14893 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55641 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954176.000000 Penalty: 121784.320312
Iteration 145Q: 37 clusters Score -1.049542e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11395 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 15945 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 78317 members 
Mstep: Class 9 contains 321871 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 27661 members 
Mstep: Class 14 contains 18640 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 36177 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42515 members 
Mstep: Class 22 contains 22555 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15150 members 
Mstep: Class 25 contains 16153 members 
Mstep: Class 26 contains 3481 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51599 members 
Mstep: Class 30 contains 14886 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11624 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55635 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954272.000000 Penalty: 121784.320312
Iteration 146Q: 37 clusters Score -1.049543e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11391 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 77602 members 
Mstep: Class 9 contains 322542 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 27672 members 
Mstep: Class 14 contains 18650 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 36188 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42533 members 
Mstep: Class 22 contains 22558 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15149 members 
Mstep: Class 25 contains 16146 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51604 members 
Mstep: Class 30 contains 14879 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11628 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55625 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954344.000000 Penalty: 121784.320312
Iteration 147Q: 37 clusters Score -1.049543e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 15931 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 76935 members 
Mstep: Class 9 contains 323202 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 27672 members 
Mstep: Class 14 contains 18659 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10120 members 
Mstep: Class 19 contains 36190 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42547 members 
Mstep: Class 22 contains 22564 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16123 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51613 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11636 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55599 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954312.000000 Penalty: 121784.320312
Iteration 148Q: 37 clusters Score -1.049543e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 15916 members 
Mstep: Class 7 contains 5488 members 
Mstep: Class 8 contains 76307 members 
Mstep: Class 9 contains 323795 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 27676 members 
Mstep: Class 14 contains 18678 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10138 members 
Mstep: Class 19 contains 36188 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42580 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16107 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51594 members 
Mstep: Class 30 contains 14871 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55608 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954392.000000 Penalty: 121784.320312
Iteration 149Q: 37 clusters Score -1.049544e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 11389 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 15904 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 75716 members 
Mstep: Class 9 contains 324353 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 27682 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 36179 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42614 members 
Mstep: Class 22 contains 22566 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51587 members 
Mstep: Class 30 contains 14862 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11649 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55605 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954344.000000 Penalty: 121784.320312
Iteration 150Q: 37 clusters Score -1.049543e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 11383 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 5488 members 
Mstep: Class 8 contains 75188 members 
Mstep: Class 9 contains 324843 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 27680 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10170 members 
Mstep: Class 19 contains 36179 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42644 members 
Mstep: Class 22 contains 22567 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51581 members 
Mstep: Class 30 contains 14857 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11656 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55609 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954368.000000 Penalty: 121784.320312
Iteration 151Q: 37 clusters Score -1.049544e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11380 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 74659 members 
Mstep: Class 9 contains 325358 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 27672 members 
Mstep: Class 14 contains 18726 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10177 members 
Mstep: Class 19 contains 36180 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42673 members 
Mstep: Class 22 contains 22572 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15145 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 51580 members 
Mstep: Class 30 contains 14842 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11657 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55623 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954208.000000 Penalty: 121784.320312
Iteration 152Q: 37 clusters Score -1.049542e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11378 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 15857 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 74139 members 
Mstep: Class 9 contains 325852 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 27666 members 
Mstep: Class 14 contains 18733 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 36186 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42689 members 
Mstep: Class 22 contains 22579 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 16080 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 51587 members 
Mstep: Class 30 contains 14832 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11661 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55628 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954360.000000 Penalty: 121784.320312
Iteration 153Q: 37 clusters Score -1.049544e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 15843 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 73656 members 
Mstep: Class 9 contains 326318 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 27663 members 
Mstep: Class 14 contains 18741 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10193 members 
Mstep: Class 19 contains 36193 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42705 members 
Mstep: Class 22 contains 22580 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 16070 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 51591 members 
Mstep: Class 30 contains 14825 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11659 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55637 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954488.000000 Penalty: 121784.320312
Iteration 154Q: 37 clusters Score -1.049545e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 11371 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 15833 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 73175 members 
Mstep: Class 9 contains 326752 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 27658 members 
Mstep: Class 14 contains 18742 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10206 members 
Mstep: Class 19 contains 36216 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42710 members 
Mstep: Class 22 contains 22584 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16062 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 51602 members 
Mstep: Class 30 contains 14821 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11666 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55653 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954336.000000 Penalty: 121784.320312
Iteration 155Q: 37 clusters Score -1.049543e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 15824 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 72717 members 
Mstep: Class 9 contains 327184 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 27653 members 
Mstep: Class 14 contains 18746 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10214 members 
Mstep: Class 19 contains 36225 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42715 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16059 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 51609 members 
Mstep: Class 30 contains 14812 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11671 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55661 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954240.000000 Penalty: 121784.320312
Iteration 156Q: 37 clusters Score -1.049542e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 72276 members 
Mstep: Class 9 contains 327619 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 27652 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 10219 members 
Mstep: Class 19 contains 36227 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42718 members 
Mstep: Class 22 contains 22599 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16055 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 51611 members 
Mstep: Class 30 contains 14811 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11673 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954496.000000 Penalty: 121784.320312
Iteration 157Q: 37 clusters Score -1.049545e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 11365 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 15810 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 71829 members 
Mstep: Class 9 contains 328079 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 27635 members 
Mstep: Class 14 contains 18742 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 36241 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42731 members 
Mstep: Class 22 contains 22602 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51606 members 
Mstep: Class 30 contains 14806 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11673 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55657 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954352.000000 Penalty: 121784.320312
Iteration 158Q: 37 clusters Score -1.049544e+08 nChanged 719
Entering ConstructFrom: 
Score: -104954352.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -373638.750000 Penalty: 2014.789307
	Iteration 0F: 2 clusters Score -373638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -370104.281250 Penalty: 4029.578613
	Iteration 0F: 3 clusters Score -370104.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -370858.375000 Penalty: 4029.578613
	Iteration 1F: 3 clusters Score -370858.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -371055.312500 Penalty: 4029.578613
	Iteration 2F: 3 clusters Score -371055.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -371176.500000 Penalty: 4029.578613
	Iteration 3F: 3 clusters Score -371176.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -371265.156250 Penalty: 4029.578613
	Iteration 4Q: 3 clusters Score -371265.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -371316.000000 Penalty: 4029.578613
	Iteration 5Q: 3 clusters Score -371316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -371356.562500 Penalty: 4029.578613
	Iteration 6Q: 3 clusters Score -371356.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -371389.375000 Penalty: 4029.578613
	Iteration 7Q: 3 clusters Score -371389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -371414.593750 Penalty: 4029.578613
	Iteration 8Q: 3 clusters Score -371414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -371439.500000 Penalty: 4029.578613
	Iteration 9Q: 3 clusters Score -371439.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -371463.875000 Penalty: 4029.578613
	Iteration 10Q: 3 clusters Score -371463.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371484.250000 Penalty: 4029.578613
	Iteration 11Q: 3 clusters Score -371484.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -371500.593750 Penalty: 4029.578613
	Iteration 12Q: 3 clusters Score -371500.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -371517.218750 Penalty: 4029.578613
	Iteration 13Q: 3 clusters Score -371517.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -371529.281250 Penalty: 4029.578613
	Iteration 14Q: 3 clusters Score -371529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -371536.218750 Penalty: 4029.578613
	Iteration 15Q: 3 clusters Score -371536.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -371544.437500 Penalty: 4029.578613
	Iteration 16Q: 3 clusters Score -371544.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -371552.156250 Penalty: 4029.578613
	Iteration 17Q: 3 clusters Score -371552.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -371564.968750 Penalty: 4029.578613
	Iteration 18Q: 3 clusters Score -371565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -371576.968750 Penalty: 4029.578613
	Iteration 19Q: 3 clusters Score -371577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -371588.750000 Penalty: 4029.578613
	Iteration 20F: 3 clusters Score -371588.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -371596.593750 Penalty: 4029.578613
	Iteration 21Q: 3 clusters Score -371596.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -371610.000000 Penalty: 4029.578613
	Iteration 22Q: 3 clusters Score -371610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -371626.218750 Penalty: 4029.578613
	Iteration 23Q: 3 clusters Score -371626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -371642.218750 Penalty: 4029.578613
	Iteration 24Q: 3 clusters Score -371642.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -371660.156250 Penalty: 4029.578613
	Iteration 25Q: 3 clusters Score -371660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -371675.687500 Penalty: 4029.578613
	Iteration 26Q: 3 clusters Score -371675.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -371687.750000 Penalty: 4029.578613
	Iteration 27Q: 3 clusters Score -371687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -371696.937500 Penalty: 4029.578613
	Iteration 28Q: 3 clusters Score -371696.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -371709.718750 Penalty: 4029.578613
	Iteration 29Q: 3 clusters Score -371709.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -371726.250000 Penalty: 4029.578613
	Iteration 30Q: 3 clusters Score -371726.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -371744.093750 Penalty: 4029.578613
	Iteration 31Q: 3 clusters Score -371744.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -371755.656250 Penalty: 4029.578613
	Iteration 32Q: 3 clusters Score -371755.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -371767.781250 Penalty: 4029.578613
	Iteration 33Q: 3 clusters Score -371767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -371777.781250 Penalty: 4029.578613
	Iteration 34Q: 3 clusters Score -371777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -371789.906250 Penalty: 4029.578613
	Iteration 35Q: 3 clusters Score -371789.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -371800.187500 Penalty: 4029.578613
	Iteration 36Q: 3 clusters Score -371800.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -371806.000000 Penalty: 4029.578613
	Iteration 37Q: 3 clusters Score -371806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -371809.531250 Penalty: 4029.578613
	Iteration 38Q: 3 clusters Score -371809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -371816.531250 Penalty: 4029.578613
	Iteration 39Q: 3 clusters Score -371816.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -371828.718750 Penalty: 4029.578613
	Iteration 40F: 3 clusters Score -371828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -371835.843750 Penalty: 4029.578613
	Iteration 41Q: 3 clusters Score -371835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -371841.281250 Penalty: 4029.578613
	Iteration 42Q: 3 clusters Score -371841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -371844.125000 Penalty: 4029.578613
	Iteration 43Q: 3 clusters Score -371844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -371848.125000 Penalty: 4029.578613
	Iteration 44Q: 3 clusters Score -371848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -371850.968750 Penalty: 4029.578613
	Iteration 45Q: 3 clusters Score -371851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -371853.000000 Penalty: 4029.578613
	Iteration 46Q: 3 clusters Score -371853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -371856.000000 Penalty: 4029.578613
	Iteration 47Q: 3 clusters Score -371856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -371859.937500 Penalty: 4029.578613
	Iteration 48Q: 3 clusters Score -371859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -371861.281250 Penalty: 4029.578613
	Iteration 49Q: 3 clusters Score -371861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -371862.062500 Penalty: 4029.578613
	Iteration 50Q: 3 clusters Score -371862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -371865.593750 Penalty: 4029.578613
	Iteration 51Q: 3 clusters Score -371865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -371866.437500 Penalty: 4029.578613
	Iteration 52Q: 3 clusters Score -371866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -371869.031250 Penalty: 4029.578613
	Iteration 53Q: 3 clusters Score -371869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -371870.781250 Penalty: 4029.578613
	Iteration 54Q: 3 clusters Score -371870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -371872.125000 Penalty: 4029.578613
	Iteration 55Q: 3 clusters Score -371872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -371876.531250 Penalty: 4029.578613
	Iteration 56Q: 3 clusters Score -371876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -371886.625000 Penalty: 4029.578613
	Iteration 57Q: 3 clusters Score -371886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -371897.968750 Penalty: 4029.578613
	Iteration 58Q: 3 clusters Score -371898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -371906.000000 Penalty: 4029.578613
	Iteration 59Q: 3 clusters Score -371906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -371910.781250 Penalty: 4029.578613
	Iteration 60F: 3 clusters Score -371910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -371913.218750 Penalty: 4029.578613
	Iteration 61Q: 3 clusters Score -371913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -371914.187500 Penalty: 4029.578613
	Iteration 62Q: 3 clusters Score -371914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -371915.562500 Penalty: 4029.578613
	Iteration 63Q: 3 clusters Score -371915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -371918.906250 Penalty: 4029.578613
	Iteration 64Q: 3 clusters Score -371918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -371921.281250 Penalty: 4029.578613
	Iteration 65Q: 3 clusters Score -371921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -371923.843750 Penalty: 4029.578613
	Iteration 66Q: 3 clusters Score -371923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -371924.812500 Penalty: 4029.578613
	Iteration 67Q: 3 clusters Score -371924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -371925.937500 Penalty: 4029.578613
	Iteration 68Q: 3 clusters Score -371925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -371928.218750 Penalty: 4029.578613
	Iteration 69Q: 3 clusters Score -371928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -371930.375000 Penalty: 4029.578613
	Iteration 70Q: 3 clusters Score -371930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -371931.812500 Penalty: 4029.578613
	Iteration 71Q: 3 clusters Score -371931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -371931.812500 Penalty: 4029.578613
	Iteration 72Q: 3 clusters Score -371931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -371931.968750 Penalty: 4029.578613
	Iteration 73Q: 3 clusters Score -371932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -371932.187500 Penalty: 4029.578613
	Iteration 74Q: 3 clusters Score -371932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -371932.187500 Penalty: 4029.578613
	Iteration 75F: 3 clusters Score -371932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -959128.500000 Penalty: 2223.972656
	Iteration 0F: 2 clusters Score -959128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -952858.000000 Penalty: 4447.945312
	Iteration 0F: 3 clusters Score -952858 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -954563.500000 Penalty: 4447.945312
	Iteration 1F: 3 clusters Score -954563.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -954845.312500 Penalty: 4447.945312
	Iteration 2F: 3 clusters Score -954845.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -955073.250000 Penalty: 4447.945312
	Iteration 3F: 3 clusters Score -955073.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -955291.125000 Penalty: 4447.945312
	Iteration 4Q: 3 clusters Score -955291.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -955506.187500 Penalty: 4447.945312
	Iteration 5Q: 3 clusters Score -955506.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -955735.125000 Penalty: 4447.945312
	Iteration 6Q: 3 clusters Score -955735.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -955939.687500 Penalty: 4447.945312
	Iteration 7Q: 3 clusters Score -955939.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -956097.875000 Penalty: 4447.945312
	Iteration 8Q: 3 clusters Score -956097.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -956237.750000 Penalty: 4447.945312
	Iteration 9Q: 3 clusters Score -956237.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -956371.250000 Penalty: 4447.945312
	Iteration 10Q: 3 clusters Score -956371.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -956480.875000 Penalty: 4447.945312
	Iteration 11Q: 3 clusters Score -956480.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -956579.187500 Penalty: 4447.945312
	Iteration 12Q: 3 clusters Score -956579.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -956670.687500 Penalty: 4447.945312
	Iteration 13Q: 3 clusters Score -956670.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -956748.000000 Penalty: 4447.945312
	Iteration 14Q: 3 clusters Score -956748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -956828.250000 Penalty: 4447.945312
	Iteration 15Q: 3 clusters Score -956828.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -956915.937500 Penalty: 4447.945312
	Iteration 16Q: 3 clusters Score -956915.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -957005.250000 Penalty: 4447.945312
	Iteration 17Q: 3 clusters Score -957005.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -957093.500000 Penalty: 4447.945312
	Iteration 18Q: 3 clusters Score -957093.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -957181.562500 Penalty: 4447.945312
	Iteration 19Q: 3 clusters Score -957181.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -957263.937500 Penalty: 4447.945312
	Iteration 20F: 3 clusters Score -957263.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -957319.125000 Penalty: 4447.945312
	Iteration 21Q: 3 clusters Score -957319.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -957361.125000 Penalty: 4447.945312
	Iteration 22Q: 3 clusters Score -957361.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -957402.687500 Penalty: 4447.945312
	Iteration 23Q: 3 clusters Score -957402.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -957443.625000 Penalty: 4447.945312
	Iteration 24Q: 3 clusters Score -957443.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -957482.750000 Penalty: 4447.945312
	Iteration 25Q: 3 clusters Score -957482.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -957517.437500 Penalty: 4447.945312
	Iteration 26Q: 3 clusters Score -957517.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -957550.750000 Penalty: 4447.945312
	Iteration 27Q: 3 clusters Score -957550.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -957586.375000 Penalty: 4447.945312
	Iteration 28Q: 3 clusters Score -957586.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -957618.500000 Penalty: 4447.945312
	Iteration 29Q: 3 clusters Score -957618.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -957649.437500 Penalty: 4447.945312
	Iteration 30Q: 3 clusters Score -957649.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -957670.562500 Penalty: 4447.945312
	Iteration 31Q: 3 clusters Score -957670.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -957695.062500 Penalty: 4447.945312
	Iteration 32Q: 3 clusters Score -957695.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -957717.500000 Penalty: 4447.945312
	Iteration 33Q: 3 clusters Score -957717.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -957736.375000 Penalty: 4447.945312
	Iteration 34Q: 3 clusters Score -957736.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -957753.187500 Penalty: 4447.945312
	Iteration 35Q: 3 clusters Score -957753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -957759.937500 Penalty: 4447.945312
	Iteration 36Q: 3 clusters Score -957759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -957769.687500 Penalty: 4447.945312
	Iteration 37Q: 3 clusters Score -957769.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -957773.562500 Penalty: 4447.945312
	Iteration 38Q: 3 clusters Score -957773.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -957783.000000 Penalty: 4447.945312
	Iteration 39Q: 3 clusters Score -957783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -957788.000000 Penalty: 4447.945312
	Iteration 40F: 3 clusters Score -957788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -957795.437500 Penalty: 4447.945312
	Iteration 41Q: 3 clusters Score -957795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -957797.500000 Penalty: 4447.945312
	Iteration 42Q: 3 clusters Score -957797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -957800.187500 Penalty: 4447.945312
	Iteration 43Q: 3 clusters Score -957800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -957802.000000 Penalty: 4447.945312
	Iteration 44Q: 3 clusters Score -957802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -957806.062500 Penalty: 4447.945312
	Iteration 45Q: 3 clusters Score -957806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -957807.000000 Penalty: 4447.945312
	Iteration 46Q: 3 clusters Score -957807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -957808.937500 Penalty: 4447.945312
	Iteration 47Q: 3 clusters Score -957808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -957810.687500 Penalty: 4447.945312
	Iteration 48Q: 3 clusters Score -957810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -957811.125000 Penalty: 4447.945312
	Iteration 49Q: 3 clusters Score -957811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -957812.562500 Penalty: 4447.945312
	Iteration 50Q: 3 clusters Score -957812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -957810.062500 Penalty: 4447.945312
	Iteration 51Q: 3 clusters Score -957810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -957810.937500 Penalty: 4447.945312
	Iteration 52Q: 3 clusters Score -957810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -957812.312500 Penalty: 4447.945312
	Iteration 53Q: 3 clusters Score -957812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -957813.937500 Penalty: 4447.945312
	Iteration 54Q: 3 clusters Score -957813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -957815.562500 Penalty: 4447.945312
	Iteration 55Q: 3 clusters Score -957815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -957818.875000 Penalty: 4447.945312
	Iteration 56Q: 3 clusters Score -957818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -957818.875000 Penalty: 4447.945312
	Iteration 57Q: 3 clusters Score -957818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -957818.750000 Penalty: 4447.945312
	Iteration 58Q: 3 clusters Score -957818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -957822.625000 Penalty: 4447.945312
	Iteration 59Q: 3 clusters Score -957822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -957825.312500 Penalty: 4447.945312
	Iteration 60F: 3 clusters Score -957825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -957828.375000 Penalty: 4447.945312
	Iteration 61Q: 3 clusters Score -957828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -957827.625000 Penalty: 4447.945312
	Iteration 62Q: 3 clusters Score -957827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -957829.062500 Penalty: 4447.945312
	Iteration 63Q: 3 clusters Score -957829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -957833.000000 Penalty: 4447.945312
	Iteration 64Q: 3 clusters Score -957833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -957834.687500 Penalty: 4447.945312
	Iteration 65Q: 3 clusters Score -957834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -957835.750000 Penalty: 4447.945312
	Iteration 66Q: 3 clusters Score -957835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -957836.500000 Penalty: 4447.945312
	Iteration 67Q: 3 clusters Score -957836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -957836.750000 Penalty: 4447.945312
	Iteration 68Q: 3 clusters Score -957836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -957836.937500 Penalty: 4447.945312
	Iteration 69Q: 3 clusters Score -957836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -957836.937500 Penalty: 4447.945312
	Iteration 70F: 3 clusters Score -957836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Entering Unmasked Estep 
Score: -1441679.750000 Penalty: 2315.875000
	Iteration 0F: 2 clusters Score -1441680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1433088.250000 Penalty: 4631.750000
	Iteration 0F: 3 clusters Score -1433088 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1435568.500000 Penalty: 4631.750000
	Iteration 1F: 3 clusters Score -1435568 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1435879.500000 Penalty: 4631.750000
	Iteration 2F: 3 clusters Score -1435880 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1436109.500000 Penalty: 4631.750000
	Iteration 3F: 3 clusters Score -1436110 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1436327.625000 Penalty: 4631.750000
	Iteration 4Q: 3 clusters Score -1436328 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1436525.375000 Penalty: 4631.750000
	Iteration 5Q: 3 clusters Score -1436525 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1436704.500000 Penalty: 4631.750000
	Iteration 6Q: 3 clusters Score -1436704 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1436887.000000 Penalty: 4631.750000
	Iteration 7Q: 3 clusters Score -1436887 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1437079.375000 Penalty: 4631.750000
	Iteration 8Q: 3 clusters Score -1437079 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1437284.625000 Penalty: 4631.750000
	Iteration 9Q: 3 clusters Score -1437285 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1437474.375000 Penalty: 4631.750000
	Iteration 10Q: 3 clusters Score -1437474 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1437655.125000 Penalty: 4631.750000
	Iteration 11Q: 3 clusters Score -1437655 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1437806.750000 Penalty: 4631.750000
	Iteration 12Q: 3 clusters Score -1437807 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1437950.750000 Penalty: 4631.750000
	Iteration 13Q: 3 clusters Score -1437951 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1438074.375000 Penalty: 4631.750000
	Iteration 14Q: 3 clusters Score -1438074 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1438186.000000 Penalty: 4631.750000
	Iteration 15Q: 3 clusters Score -1438186 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1438276.375000 Penalty: 4631.750000
	Iteration 16Q: 3 clusters Score -1438276 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1438384.250000 Penalty: 4631.750000
	Iteration 17Q: 3 clusters Score -1438384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1438487.375000 Penalty: 4631.750000
	Iteration 18Q: 3 clusters Score -1438487 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1438583.875000 Penalty: 4631.750000
	Iteration 19Q: 3 clusters Score -1438584 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1438700.125000 Penalty: 4631.750000
	Iteration 20F: 3 clusters Score -1438700 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1438839.000000 Penalty: 4631.750000
	Iteration 21Q: 3 clusters Score -1438839 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1438973.250000 Penalty: 4631.750000
	Iteration 22Q: 3 clusters Score -1438973 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1439099.500000 Penalty: 4631.750000
	Iteration 23Q: 3 clusters Score -1439100 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1439212.250000 Penalty: 4631.750000
	Iteration 24Q: 3 clusters Score -1439212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1439334.625000 Penalty: 4631.750000
	Iteration 25Q: 3 clusters Score -1439335 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1439468.875000 Penalty: 4631.750000
	Iteration 26Q: 3 clusters Score -1439469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1439600.250000 Penalty: 4631.750000
	Iteration 27Q: 3 clusters Score -1439600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1439757.125000 Penalty: 4631.750000
	Iteration 28Q: 3 clusters Score -1439757 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1439912.250000 Penalty: 4631.750000
	Iteration 29Q: 3 clusters Score -1439912 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1440034.625000 Penalty: 4631.750000
	Iteration 30Q: 3 clusters Score -1440035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1440128.875000 Penalty: 4631.750000
	Iteration 31Q: 3 clusters Score -1440129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1440174.625000 Penalty: 4631.750000
	Iteration 32Q: 3 clusters Score -1440175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1440210.000000 Penalty: 4631.750000
	Iteration 33Q: 3 clusters Score -1440210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1440224.375000 Penalty: 4631.750000
	Iteration 34Q: 3 clusters Score -1440224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1440241.875000 Penalty: 4631.750000
	Iteration 35Q: 3 clusters Score -1440242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1440253.500000 Penalty: 4631.750000
	Iteration 36Q: 3 clusters Score -1440254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1440263.250000 Penalty: 4631.750000
	Iteration 37Q: 3 clusters Score -1440263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1440275.875000 Penalty: 4631.750000
	Iteration 38Q: 3 clusters Score -1440276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1440288.250000 Penalty: 4631.750000
	Iteration 39Q: 3 clusters Score -1440288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1440293.875000 Penalty: 4631.750000
	Iteration 40F: 3 clusters Score -1440294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1440298.500000 Penalty: 4631.750000
	Iteration 41Q: 3 clusters Score -1440298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1440301.500000 Penalty: 4631.750000
	Iteration 42Q: 3 clusters Score -1440302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1440300.625000 Penalty: 4631.750000
	Iteration 43Q: 3 clusters Score -1440301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1440301.125000 Penalty: 4631.750000
	Iteration 44Q: 3 clusters Score -1440301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1440304.000000 Penalty: 4631.750000
	Iteration 45Q: 3 clusters Score -1440304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1440304.375000 Penalty: 4631.750000
	Iteration 46Q: 3 clusters Score -1440304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1440305.500000 Penalty: 4631.750000
	Iteration 47Q: 3 clusters Score -1440306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1440310.375000 Penalty: 4631.750000
	Iteration 48Q: 3 clusters Score -1440310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1440314.500000 Penalty: 4631.750000
	Iteration 49Q: 3 clusters Score -1440314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1440313.875000 Penalty: 4631.750000
	Iteration 50Q: 3 clusters Score -1440314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1440316.125000 Penalty: 4631.750000
	Iteration 51Q: 3 clusters Score -1440316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1440315.375000 Penalty: 4631.750000
	Iteration 52Q: 3 clusters Score -1440315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1440315.500000 Penalty: 4631.750000
	Iteration 53Q: 3 clusters Score -1440316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1440316.875000 Penalty: 4631.750000
	Iteration 54Q: 3 clusters Score -1440317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1440317.000000 Penalty: 4631.750000
	Iteration 55Q: 3 clusters Score -1440317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1440317.000000 Penalty: 4631.750000
	Iteration 56F: 3 clusters Score -1440317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -522409.718750 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -522409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -518346.843750 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -518346.8 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -519260.093750 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -519260.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -519528.937500 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -519528.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -519759.218750 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -519759.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -519944.718750 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -519944.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -520118.843750 Penalty: 4137.221191
	Iteration 5F: 3 clusters Score -520118.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -520292.625000 Penalty: 4137.221191
	Iteration 6F: 3 clusters Score -520292.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -520470.062500 Penalty: 4137.221191
	Iteration 7F: 3 clusters Score -520470.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -520628.687500 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -520628.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -520768.500000 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -520768.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -520894.843750 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -520894.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -521000.531250 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -521000.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -521074.343750 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -521074.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -521120.968750 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -521121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -521151.250000 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -521151.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -521174.375000 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -521174.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -521199.125000 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -521199.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -521213.531250 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -521213.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -521220.812500 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -521220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -521228.093750 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -521228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -521236.531250 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -521236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -521241.937500 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -521241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -521247.375000 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -521247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -521249.406250 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -521249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -521250.562500 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -521250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -521252.937500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -521252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -521253.343750 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -521253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -521253.343750 Penalty: 4137.221191
	Iteration 27F: 3 clusters Score -521253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -480353.062500 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -480353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476561.000000 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -476561 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -477426.875000 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -477426.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -477650.593750 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -477650.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -477781.968750 Penalty: 4097.333008
	Iteration 3F: 3 clusters Score -477782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -477865.343750 Penalty: 4097.333008
	Iteration 4Q: 3 clusters Score -477865.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -477930.187500 Penalty: 4097.333008
	Iteration 5Q: 3 clusters Score -477930.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -477974.812500 Penalty: 4097.333008
	Iteration 6Q: 3 clusters Score -477974.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -478016.656250 Penalty: 4097.333008
	Iteration 7Q: 3 clusters Score -478016.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -478052.687500 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -478052.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -478084.218750 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -478084.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -478115.968750 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -478116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -478148.125000 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -478148.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -478173.468750 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -478173.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -478200.500000 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -478200.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -478220.125000 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -478220.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -478232.250000 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -478232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -478240.687500 Penalty: 4097.333008
	Iteration 16Q: 3 clusters Score -478240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -478249.406250 Penalty: 4097.333008
	Iteration 17Q: 3 clusters Score -478249.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -478262.437500 Penalty: 4097.333008
	Iteration 18Q: 3 clusters Score -478262.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -478278.968750 Penalty: 4097.333008
	Iteration 19Q: 3 clusters Score -478279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -478297.375000 Penalty: 4097.333008
	Iteration 20F: 3 clusters Score -478297.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -478313.500000 Penalty: 4097.333008
	Iteration 21Q: 3 clusters Score -478313.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -478334.250000 Penalty: 4097.333008
	Iteration 22Q: 3 clusters Score -478334.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -478354.843750 Penalty: 4097.333008
	Iteration 23Q: 3 clusters Score -478354.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -478371.812500 Penalty: 4097.333008
	Iteration 24Q: 3 clusters Score -478371.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -478387.406250 Penalty: 4097.333008
	Iteration 25Q: 3 clusters Score -478387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -478398.375000 Penalty: 4097.333008
	Iteration 26Q: 3 clusters Score -478398.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -478408.437500 Penalty: 4097.333008
	Iteration 27Q: 3 clusters Score -478408.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -478420.875000 Penalty: 4097.333008
	Iteration 28Q: 3 clusters Score -478420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -478428.531250 Penalty: 4097.333008
	Iteration 29Q: 3 clusters Score -478428.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -478437.906250 Penalty: 4097.333008
	Iteration 30Q: 3 clusters Score -478437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -478445.343750 Penalty: 4097.333008
	Iteration 31Q: 3 clusters Score -478445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -478450.687500 Penalty: 4097.333008
	Iteration 32Q: 3 clusters Score -478450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -478455.375000 Penalty: 4097.333008
	Iteration 33Q: 3 clusters Score -478455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -478460.281250 Penalty: 4097.333008
	Iteration 34Q: 3 clusters Score -478460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -478464.250000 Penalty: 4097.333008
	Iteration 35Q: 3 clusters Score -478464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -478467.906250 Penalty: 4097.333008
	Iteration 36Q: 3 clusters Score -478467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -478468.812500 Penalty: 4097.333008
	Iteration 37Q: 3 clusters Score -478468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -478469.843750 Penalty: 4097.333008
	Iteration 38Q: 3 clusters Score -478469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -478472.968750 Penalty: 4097.333008
	Iteration 39Q: 3 clusters Score -478473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -478476.625000 Penalty: 4097.333008
	Iteration 40F: 3 clusters Score -478476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -478479.218750 Penalty: 4097.333008
	Iteration 41Q: 3 clusters Score -478479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -478480.062500 Penalty: 4097.333008
	Iteration 42Q: 3 clusters Score -478480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -478484.343750 Penalty: 4097.333008
	Iteration 43Q: 3 clusters Score -478484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -478490.812500 Penalty: 4097.333008
	Iteration 44Q: 3 clusters Score -478490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -478500.437500 Penalty: 4097.333008
	Iteration 45Q: 3 clusters Score -478500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -478504.375000 Penalty: 4097.333008
	Iteration 46Q: 3 clusters Score -478504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -478505.906250 Penalty: 4097.333008
	Iteration 47Q: 3 clusters Score -478505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -478509.531250 Penalty: 4097.333008
	Iteration 48Q: 3 clusters Score -478509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -478511.750000 Penalty: 4097.333008
	Iteration 49Q: 3 clusters Score -478511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -478513.625000 Penalty: 4097.333008
	Iteration 50Q: 3 clusters Score -478513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -478516.968750 Penalty: 4097.333008
	Iteration 51Q: 3 clusters Score -478517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -478522.031250 Penalty: 4097.333008
	Iteration 52Q: 3 clusters Score -478522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -478525.093750 Penalty: 4097.333008
	Iteration 53Q: 3 clusters Score -478525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -478527.406250 Penalty: 4097.333008
	Iteration 54Q: 3 clusters Score -478527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -478528.250000 Penalty: 4097.333008
	Iteration 55Q: 3 clusters Score -478528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -478529.000000 Penalty: 4097.333008
	Iteration 56Q: 3 clusters Score -478529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -478529.000000 Penalty: 4097.333008
	Iteration 57F: 3 clusters Score -478529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Entering Unmasked Estep 
Score: -1761368.875000 Penalty: 2397.574463
	Iteration 0F: 2 clusters Score -1761369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1750079.125000 Penalty: 4795.148926
	Iteration 0F: 3 clusters Score -1750079 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1754151.250000 Penalty: 4795.148926
	Iteration 1F: 3 clusters Score -1754151 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1754855.125000 Penalty: 4795.148926
	Iteration 2F: 3 clusters Score -1754855 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1755449.375000 Penalty: 4795.148926
	Iteration 3F: 3 clusters Score -1755449 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1755898.500000 Penalty: 4795.148926
	Iteration 4F: 3 clusters Score -1755898 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1756233.875000 Penalty: 4795.148926
	Iteration 5Q: 3 clusters Score -1756234 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1756514.125000 Penalty: 4795.148926
	Iteration 6Q: 3 clusters Score -1756514 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1756780.125000 Penalty: 4795.148926
	Iteration 7Q: 3 clusters Score -1756780 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1757045.625000 Penalty: 4795.148926
	Iteration 8Q: 3 clusters Score -1757046 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1757309.625000 Penalty: 4795.148926
	Iteration 9Q: 3 clusters Score -1757310 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1757571.125000 Penalty: 4795.148926
	Iteration 10Q: 3 clusters Score -1757571 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1757843.000000 Penalty: 4795.148926
	Iteration 11Q: 3 clusters Score -1757843 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1758085.750000 Penalty: 4795.148926
	Iteration 12Q: 3 clusters Score -1758086 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1758311.250000 Penalty: 4795.148926
	Iteration 13Q: 3 clusters Score -1758311 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1758514.000000 Penalty: 4795.148926
	Iteration 14Q: 3 clusters Score -1758514 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1758674.250000 Penalty: 4795.148926
	Iteration 15Q: 3 clusters Score -1758674 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1758803.125000 Penalty: 4795.148926
	Iteration 16Q: 3 clusters Score -1758803 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1758904.875000 Penalty: 4795.148926
	Iteration 17Q: 3 clusters Score -1758905 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1758973.625000 Penalty: 4795.148926
	Iteration 18Q: 3 clusters Score -1758974 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1759052.000000 Penalty: 4795.148926
	Iteration 19Q: 3 clusters Score -1759052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1759113.125000 Penalty: 4795.148926
	Iteration 20F: 3 clusters Score -1759113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1759160.500000 Penalty: 4795.148926
	Iteration 21Q: 3 clusters Score -1759160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1759202.750000 Penalty: 4795.148926
	Iteration 22Q: 3 clusters Score -1759203 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1759253.750000 Penalty: 4795.148926
	Iteration 23Q: 3 clusters Score -1759254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1759279.125000 Penalty: 4795.148926
	Iteration 24Q: 3 clusters Score -1759279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1759294.500000 Penalty: 4795.148926
	Iteration 25Q: 3 clusters Score -1759294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1759316.625000 Penalty: 4795.148926
	Iteration 26Q: 3 clusters Score -1759317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1759324.125000 Penalty: 4795.148926
	Iteration 27Q: 3 clusters Score -1759324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1759331.875000 Penalty: 4795.148926
	Iteration 28Q: 3 clusters Score -1759332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1759341.875000 Penalty: 4795.148926
	Iteration 29Q: 3 clusters Score -1759342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1759351.375000 Penalty: 4795.148926
	Iteration 30Q: 3 clusters Score -1759351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1759359.875000 Penalty: 4795.148926
	Iteration 31Q: 3 clusters Score -1759360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1759368.000000 Penalty: 4795.148926
	Iteration 32Q: 3 clusters Score -1759368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1759370.375000 Penalty: 4795.148926
	Iteration 33Q: 3 clusters Score -1759370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1759376.625000 Penalty: 4795.148926
	Iteration 34Q: 3 clusters Score -1759377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1759378.625000 Penalty: 4795.148926
	Iteration 35Q: 3 clusters Score -1759379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1759392.250000 Penalty: 4795.148926
	Iteration 36Q: 3 clusters Score -1759392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1759390.750000 Penalty: 4795.148926
	Iteration 37Q: 3 clusters Score -1759391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1759396.250000 Penalty: 4795.148926
	Iteration 38Q: 3 clusters Score -1759396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1759403.000000 Penalty: 4795.148926
	Iteration 39Q: 3 clusters Score -1759403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1759404.750000 Penalty: 4795.148926
	Iteration 40F: 3 clusters Score -1759405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1759410.625000 Penalty: 4795.148926
	Iteration 41Q: 3 clusters Score -1759411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1759411.125000 Penalty: 4795.148926
	Iteration 42Q: 3 clusters Score -1759411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1759414.250000 Penalty: 4795.148926
	Iteration 43Q: 3 clusters Score -1759414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1759417.125000 Penalty: 4795.148926
	Iteration 44Q: 3 clusters Score -1759417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1759419.125000 Penalty: 4795.148926
	Iteration 45Q: 3 clusters Score -1759419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1759417.375000 Penalty: 4795.148926
	Iteration 46Q: 3 clusters Score -1759417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1759418.000000 Penalty: 4795.148926
	Iteration 47Q: 3 clusters Score -1759418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1759416.125000 Penalty: 4795.148926
	Iteration 48Q: 3 clusters Score -1759416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1759417.375000 Penalty: 4795.148926
	Iteration 49Q: 3 clusters Score -1759417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1759422.250000 Penalty: 4795.148926
	Iteration 50Q: 3 clusters Score -1759422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1759423.125000 Penalty: 4795.148926
	Iteration 51Q: 3 clusters Score -1759423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1759424.750000 Penalty: 4795.148926
	Iteration 52Q: 3 clusters Score -1759425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1759424.750000 Penalty: 4795.148926
	Iteration 53F: 3 clusters Score -1759425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Entering Unmasked Estep 
Score: -689479.812500 Penalty: 2135.584961
	Iteration 0F: 2 clusters Score -689479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -684636.187500 Penalty: 4271.169922
	Iteration 0F: 3 clusters Score -684636.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -685815.125000 Penalty: 4271.169922
	Iteration 1F: 3 clusters Score -685815.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -686010.812500 Penalty: 4271.169922
	Iteration 2F: 3 clusters Score -686010.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -686164.500000 Penalty: 4271.169922
	Iteration 3Q: 3 clusters Score -686164.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -686313.687500 Penalty: 4271.169922
	Iteration 4Q: 3 clusters Score -686313.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -686470.125000 Penalty: 4271.169922
	Iteration 5Q: 3 clusters Score -686470.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -686605.250000 Penalty: 4271.169922
	Iteration 6Q: 3 clusters Score -686605.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -686732.937500 Penalty: 4271.169922
	Iteration 7Q: 3 clusters Score -686732.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -686851.250000 Penalty: 4271.169922
	Iteration 8Q: 3 clusters Score -686851.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -686981.750000 Penalty: 4271.169922
	Iteration 9Q: 3 clusters Score -686981.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -687108.750000 Penalty: 4271.169922
	Iteration 10Q: 3 clusters Score -687108.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -687233.375000 Penalty: 4271.169922
	Iteration 11Q: 3 clusters Score -687233.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -687328.625000 Penalty: 4271.169922
	Iteration 12Q: 3 clusters Score -687328.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -687404.437500 Penalty: 4271.169922
	Iteration 13Q: 3 clusters Score -687404.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -687454.562500 Penalty: 4271.169922
	Iteration 14Q: 3 clusters Score -687454.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -687491.500000 Penalty: 4271.169922
	Iteration 15Q: 3 clusters Score -687491.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -687518.625000 Penalty: 4271.169922
	Iteration 16Q: 3 clusters Score -687518.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -687546.312500 Penalty: 4271.169922
	Iteration 17Q: 3 clusters Score -687546.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -687575.375000 Penalty: 4271.169922
	Iteration 18Q: 3 clusters Score -687575.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -687600.812500 Penalty: 4271.169922
	Iteration 19Q: 3 clusters Score -687600.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -687634.000000 Penalty: 4271.169922
	Iteration 20F: 3 clusters Score -687634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -687654.937500 Penalty: 4271.169922
	Iteration 21Q: 3 clusters Score -687654.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -687669.062500 Penalty: 4271.169922
	Iteration 22Q: 3 clusters Score -687669.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -687679.750000 Penalty: 4271.169922
	Iteration 23Q: 3 clusters Score -687679.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -687691.125000 Penalty: 4271.169922
	Iteration 24Q: 3 clusters Score -687691.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -687696.250000 Penalty: 4271.169922
	Iteration 25Q: 3 clusters Score -687696.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -687702.125000 Penalty: 4271.169922
	Iteration 26Q: 3 clusters Score -687702.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -687708.875000 Penalty: 4271.169922
	Iteration 27Q: 3 clusters Score -687708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -687717.125000 Penalty: 4271.169922
	Iteration 28Q: 3 clusters Score -687717.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -687724.062500 Penalty: 4271.169922
	Iteration 29Q: 3 clusters Score -687724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -687733.562500 Penalty: 4271.169922
	Iteration 30Q: 3 clusters Score -687733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -687742.125000 Penalty: 4271.169922
	Iteration 31Q: 3 clusters Score -687742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -687746.437500 Penalty: 4271.169922
	Iteration 32Q: 3 clusters Score -687746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -687749.312500 Penalty: 4271.169922
	Iteration 33Q: 3 clusters Score -687749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -687754.687500 Penalty: 4271.169922
	Iteration 34Q: 3 clusters Score -687754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -687755.500000 Penalty: 4271.169922
	Iteration 35Q: 3 clusters Score -687755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -687759.750000 Penalty: 4271.169922
	Iteration 36Q: 3 clusters Score -687759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -687761.687500 Penalty: 4271.169922
	Iteration 37Q: 3 clusters Score -687761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -687761.187500 Penalty: 4271.169922
	Iteration 38Q: 3 clusters Score -687761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -687764.125000 Penalty: 4271.169922
	Iteration 39Q: 3 clusters Score -687764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -687768.500000 Penalty: 4271.169922
	Iteration 40F: 3 clusters Score -687768.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -687774.437500 Penalty: 4271.169922
	Iteration 41Q: 3 clusters Score -687774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -687778.750000 Penalty: 4271.169922
	Iteration 42Q: 3 clusters Score -687778.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -687783.375000 Penalty: 4271.169922
	Iteration 43Q: 3 clusters Score -687783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -687790.062500 Penalty: 4271.169922
	Iteration 44Q: 3 clusters Score -687790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -687790.375000 Penalty: 4271.169922
	Iteration 45Q: 3 clusters Score -687790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -687793.937500 Penalty: 4271.169922
	Iteration 46Q: 3 clusters Score -687793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -687798.125000 Penalty: 4271.169922
	Iteration 47Q: 3 clusters Score -687798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -687806.250000 Penalty: 4271.169922
	Iteration 48Q: 3 clusters Score -687806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -687809.687500 Penalty: 4271.169922
	Iteration 49Q: 3 clusters Score -687809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -687813.437500 Penalty: 4271.169922
	Iteration 50Q: 3 clusters Score -687813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -687816.125000 Penalty: 4271.169922
	Iteration 51Q: 3 clusters Score -687816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -687822.437500 Penalty: 4271.169922
	Iteration 52Q: 3 clusters Score -687822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -687825.312500 Penalty: 4271.169922
	Iteration 53Q: 3 clusters Score -687825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -687826.812500 Penalty: 4271.169922
	Iteration 54Q: 3 clusters Score -687826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -687829.375000 Penalty: 4271.169922
	Iteration 55Q: 3 clusters Score -687829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -687831.312500 Penalty: 4271.169922
	Iteration 56Q: 3 clusters Score -687831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -687833.812500 Penalty: 4271.169922
	Iteration 57Q: 3 clusters Score -687833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -687835.000000 Penalty: 4271.169922
	Iteration 58Q: 3 clusters Score -687835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -687838.937500 Penalty: 4271.169922
	Iteration 59Q: 3 clusters Score -687838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -687841.000000 Penalty: 4271.169922
	Iteration 60F: 3 clusters Score -687841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -687841.375000 Penalty: 4271.169922
	Iteration 61Q: 3 clusters Score -687841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -687842.250000 Penalty: 4271.169922
	Iteration 62Q: 3 clusters Score -687842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -687844.687500 Penalty: 4271.169922
	Iteration 63Q: 3 clusters Score -687844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -687847.000000 Penalty: 4271.169922
	Iteration 64Q: 3 clusters Score -687847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -687847.812500 Penalty: 4271.169922
	Iteration 65Q: 3 clusters Score -687847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -687847.750000 Penalty: 4271.169922
	Iteration 66Q: 3 clusters Score -687847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -687849.937500 Penalty: 4271.169922
	Iteration 67Q: 3 clusters Score -687849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -687849.937500 Penalty: 4271.169922
	Iteration 68Q: 3 clusters Score -687849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -687851.437500 Penalty: 4271.169922
	Iteration 69Q: 3 clusters Score -687851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -687854.562500 Penalty: 4271.169922
	Iteration 70Q: 3 clusters Score -687854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -687855.875000 Penalty: 4271.169922
	Iteration 71Q: 3 clusters Score -687855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -687855.875000 Penalty: 4271.169922
	Iteration 72F: 3 clusters Score -687855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Entering Unmasked Estep 
Score: -9334583.000000 Penalty: 2771.581299
	Iteration 0F: 2 clusters Score -9334583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -9286611.000000 Penalty: 5543.162598
	Iteration 0F: 3 clusters Score -9286611 nChanged 33432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -9305487.000000 Penalty: 5543.162598
	Iteration 1F: 3 clusters Score -9305487 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -9306184.000000 Penalty: 5543.162598
	Iteration 2Q: 3 clusters Score -9306184 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -9306902.000000 Penalty: 5543.162598
	Iteration 3Q: 3 clusters Score -9306902 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -9307734.000000 Penalty: 5543.162598
	Iteration 4Q: 3 clusters Score -9307734 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -9308772.000000 Penalty: 5543.162598
	Iteration 5Q: 3 clusters Score -9308772 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9310244.000000 Penalty: 5543.162598
	Iteration 6Q: 3 clusters Score -9310244 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9312342.000000 Penalty: 5543.162598
	Iteration 7Q: 3 clusters Score -9312342 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -9315239.000000 Penalty: 5543.162598
	Iteration 8F: 3 clusters Score -9315239 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -9318744.000000 Penalty: 5543.162598
	Iteration 9F: 3 clusters Score -9318744 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -9322336.000000 Penalty: 5543.162598
	Iteration 10F: 3 clusters Score -9322336 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -9325077.000000 Penalty: 5543.162598
	Iteration 11Q: 3 clusters Score -9325077 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -9326840.000000 Penalty: 5543.162598
	Iteration 12Q: 3 clusters Score -9326840 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -9327978.000000 Penalty: 5543.162598
	Iteration 13Q: 3 clusters Score -9327978 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -9328669.000000 Penalty: 5543.162598
	Iteration 14Q: 3 clusters Score -9328669 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -9329205.000000 Penalty: 5543.162598
	Iteration 15Q: 3 clusters Score -9329205 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -9329612.000000 Penalty: 5543.162598
	Iteration 16Q: 3 clusters Score -9329612 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -9330001.000000 Penalty: 5543.162598
	Iteration 17Q: 3 clusters Score -9330001 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -9330410.000000 Penalty: 5543.162598
	Iteration 18Q: 3 clusters Score -9330410 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -9330916.000000 Penalty: 5543.162598
	Iteration 19Q: 3 clusters Score -9330916 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -9331459.000000 Penalty: 5543.162598
	Iteration 20F: 3 clusters Score -9331459 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -9331917.000000 Penalty: 5543.162598
	Iteration 21Q: 3 clusters Score -9331917 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -9332328.000000 Penalty: 5543.162598
	Iteration 22Q: 3 clusters Score -9332328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -9332494.000000 Penalty: 5543.162598
	Iteration 23Q: 3 clusters Score -9332494 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9332595.000000 Penalty: 5543.162598
	Iteration 24Q: 3 clusters Score -9332595 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9332622.000000 Penalty: 5543.162598
	Iteration 25Q: 3 clusters Score -9332622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -9332658.000000 Penalty: 5543.162598
	Iteration 26Q: 3 clusters Score -9332658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -9332673.000000 Penalty: 5543.162598
	Iteration 27Q: 3 clusters Score -9332673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -9332669.000000 Penalty: 5543.162598
	Iteration 28Q: 3 clusters Score -9332669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -9332688.000000 Penalty: 5543.162598
	Iteration 29Q: 3 clusters Score -9332688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -9332697.000000 Penalty: 5543.162598
	Iteration 30Q: 3 clusters Score -9332697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -9332707.000000 Penalty: 5543.162598
	Iteration 31Q: 3 clusters Score -9332707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -9332719.000000 Penalty: 5543.162598
	Iteration 32Q: 3 clusters Score -9332719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -9332737.000000 Penalty: 5543.162598
	Iteration 33Q: 3 clusters Score -9332737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -9332736.000000 Penalty: 5543.162598
	Iteration 34Q: 3 clusters Score -9332736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9332733.000000 Penalty: 5543.162598
	Iteration 35Q: 3 clusters Score -9332733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9332741.000000 Penalty: 5543.162598
	Iteration 36Q: 3 clusters Score -9332741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -9332743.000000 Penalty: 5543.162598
	Iteration 37Q: 3 clusters Score -9332743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9332741.000000 Penalty: 5543.162598
	Iteration 38Q: 3 clusters Score -9332741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -9332746.000000 Penalty: 5543.162598
	Iteration 39Q: 3 clusters Score -9332746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -9332744.000000 Penalty: 5543.162598
	Iteration 40F: 3 clusters Score -9332744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -9332739.000000 Penalty: 5543.162598
	Iteration 41Q: 3 clusters Score -9332739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9332744.000000 Penalty: 5543.162598
	Iteration 42Q: 3 clusters Score -9332744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -9332735.000000 Penalty: 5543.162598
	Iteration 43Q: 3 clusters Score -9332735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -9332735.000000 Penalty: 5543.162598
	Iteration 44F: 3 clusters Score -9332735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (328508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328508 members 
Entering Unmasked Estep 
Score: -42591672.000000 Penalty: 3150.174316
	Iteration 0F: 2 clusters Score -4.259167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 164158 members 
Entering Unmasked Estep 
Score: -42392768.000000 Penalty: 6300.348633
	Iteration 0F: 3 clusters Score -4.239277e+07 nChanged 159444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -42486492.000000 Penalty: 6300.348633
	Iteration 1F: 3 clusters Score -4.248649e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 164688 members 
Entering Unmasked Estep 
Score: -42487760.000000 Penalty: 6300.348633
	Iteration 2Q: 3 clusters Score -4.248776e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -42489224.000000 Penalty: 6300.348633
	Iteration 3Q: 3 clusters Score -4.248922e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -42491208.000000 Penalty: 6300.348633
	Iteration 4Q: 3 clusters Score -4.249121e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163582 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -42493684.000000 Penalty: 6300.348633
	Iteration 5Q: 3 clusters Score -4.249368e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -42496708.000000 Penalty: 6300.348633
	Iteration 6Q: 3 clusters Score -4.249671e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -42501216.000000 Penalty: 6300.348633
	Iteration 7Q: 3 clusters Score -4.250122e+07 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -42507572.000000 Penalty: 6300.348633
	Iteration 8Q: 3 clusters Score -4.250757e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165847 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -42517084.000000 Penalty: 6300.348633
	Iteration 9Q: 3 clusters Score -4.251708e+07 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -42529456.000000 Penalty: 6300.348633
	Iteration 10F: 3 clusters Score -4.252946e+07 nChanged 19972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -42542320.000000 Penalty: 6300.348633
	Iteration 11F: 3 clusters Score -4.254232e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Mstep: Class 2 contains 157535 members 
Entering Unmasked Estep 
Score: -42550132.000000 Penalty: 6300.348633
	Iteration 12F: 3 clusters Score -4.255013e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -42552888.000000 Penalty: 6300.348633
	Iteration 13Q: 3 clusters Score -4.255289e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -42553540.000000 Penalty: 6300.348633
	Iteration 14Q: 3 clusters Score -4.255354e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -42553812.000000 Penalty: 6300.348633
	Iteration 15Q: 3 clusters Score -4.255381e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -42554108.000000 Penalty: 6300.348633
	Iteration 16Q: 3 clusters Score -4.255411e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -42554160.000000 Penalty: 6300.348633
	Iteration 17Q: 3 clusters Score -4.255416e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -42554296.000000 Penalty: 6300.348633
	Iteration 18Q: 3 clusters Score -4.25543e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 154176 members 
Entering Unmasked Estep 
Score: -42554464.000000 Penalty: 6300.348633
	Iteration 19Q: 3 clusters Score -4.255446e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 153595 members 
Entering Unmasked Estep 
Score: -42554496.000000 Penalty: 6300.348633
	Iteration 20F: 3 clusters Score -4.25545e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -42554688.000000 Penalty: 6300.348633
	Iteration 21Q: 3 clusters Score -4.255469e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -42554832.000000 Penalty: 6300.348633
	Iteration 22Q: 3 clusters Score -4.255483e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -42554880.000000 Penalty: 6300.348633
	Iteration 23Q: 3 clusters Score -4.255488e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -42554892.000000 Penalty: 6300.348633
	Iteration 24Q: 3 clusters Score -4.255489e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -42555044.000000 Penalty: 6300.348633
	Iteration 25Q: 3 clusters Score -4.255504e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -42555148.000000 Penalty: 6300.348633
	Iteration 26Q: 3 clusters Score -4.255515e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 148602 members 
Entering Unmasked Estep 
Score: -42555192.000000 Penalty: 6300.348633
	Iteration 27Q: 3 clusters Score -4.255519e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180725 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -42555144.000000 Penalty: 6300.348633
	Iteration 28Q: 3 clusters Score -4.255514e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181565 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -42555248.000000 Penalty: 6300.348633
	Iteration 29Q: 3 clusters Score -4.255525e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -42555356.000000 Penalty: 6300.348633
	Iteration 30Q: 3 clusters Score -4.255536e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183549 members 
Mstep: Class 2 contains 144959 members 
Entering Unmasked Estep 
Score: -42555428.000000 Penalty: 6300.348633
	Iteration 31Q: 3 clusters Score -4.255543e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184546 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -42555496.000000 Penalty: 6300.348633
	Iteration 32Q: 3 clusters Score -4.25555e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 142958 members 
Entering Unmasked Estep 
Score: -42555552.000000 Penalty: 6300.348633
	Iteration 33Q: 3 clusters Score -4.255555e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186610 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -42555604.000000 Penalty: 6300.348633
	Iteration 34Q: 3 clusters Score -4.25556e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 140824 members 
Entering Unmasked Estep 
Score: -42555636.000000 Penalty: 6300.348633
	Iteration 35Q: 3 clusters Score -4.255564e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188773 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -42555792.000000 Penalty: 6300.348633
	Iteration 36Q: 3 clusters Score -4.255579e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189930 members 
Mstep: Class 2 contains 138578 members 
Entering Unmasked Estep 
Score: -42555848.000000 Penalty: 6300.348633
	Iteration 37Q: 3 clusters Score -4.255585e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191114 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -42555816.000000 Penalty: 6300.348633
	Iteration 38Q: 3 clusters Score -4.255582e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192373 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -42555812.000000 Penalty: 6300.348633
	Iteration 39Q: 3 clusters Score -4.255581e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -42555916.000000 Penalty: 6300.348633
	Iteration 40F: 3 clusters Score -4.255592e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 133550 members 
Entering Unmasked Estep 
Score: -42556064.000000 Penalty: 6300.348633
	Iteration 41Q: 3 clusters Score -4.255606e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196290 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -42556284.000000 Penalty: 6300.348633
	Iteration 42Q: 3 clusters Score -4.255628e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197602 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -42556460.000000 Penalty: 6300.348633
	Iteration 43Q: 3 clusters Score -4.255646e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -42556432.000000 Penalty: 6300.348633
	Iteration 44Q: 3 clusters Score -4.255643e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -42556576.000000 Penalty: 6300.348633
	Iteration 45Q: 3 clusters Score -4.255658e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201726 members 
Mstep: Class 2 contains 126782 members 
Entering Unmasked Estep 
Score: -42556340.000000 Penalty: 6300.348633
	Iteration 46Q: 3 clusters Score -4.255634e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203144 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -42556460.000000 Penalty: 6300.348633
	Iteration 47Q: 3 clusters Score -4.255646e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204510 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -42556596.000000 Penalty: 6300.348633
	Iteration 48Q: 3 clusters Score -4.25566e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205817 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -42556580.000000 Penalty: 6300.348633
	Iteration 49Q: 3 clusters Score -4.255658e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207114 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -42556480.000000 Penalty: 6300.348633
	Iteration 50Q: 3 clusters Score -4.255648e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208495 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -42556548.000000 Penalty: 6300.348633
	Iteration 51Q: 3 clusters Score -4.255655e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -42556696.000000 Penalty: 6300.348633
	Iteration 52Q: 3 clusters Score -4.25567e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -42556696.000000 Penalty: 6300.348633
	Iteration 53Q: 3 clusters Score -4.25567e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212104 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -42556484.000000 Penalty: 6300.348633
	Iteration 54Q: 3 clusters Score -4.255648e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213248 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -42556184.000000 Penalty: 6300.348633
	Iteration 55Q: 3 clusters Score -4.255618e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214344 members 
Mstep: Class 2 contains 114164 members 
Entering Unmasked Estep 
Score: -42556004.000000 Penalty: 6300.348633
	Iteration 56Q: 3 clusters Score -4.2556e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -42556136.000000 Penalty: 6300.348633
	Iteration 57Q: 3 clusters Score -4.255614e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216416 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -42556008.000000 Penalty: 6300.348633
	Iteration 58Q: 3 clusters Score -4.255601e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217365 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -42555884.000000 Penalty: 6300.348633
	Iteration 59Q: 3 clusters Score -4.255588e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218272 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -42555872.000000 Penalty: 6300.348633
	Iteration 60F: 3 clusters Score -4.255587e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219139 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -42555828.000000 Penalty: 6300.348633
	Iteration 61Q: 3 clusters Score -4.255583e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219994 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -42555544.000000 Penalty: 6300.348633
	Iteration 62Q: 3 clusters Score -4.255554e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -42555404.000000 Penalty: 6300.348633
	Iteration 63Q: 3 clusters Score -4.25554e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221492 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -42555468.000000 Penalty: 6300.348633
	Iteration 64Q: 3 clusters Score -4.255547e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222125 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -42555304.000000 Penalty: 6300.348633
	Iteration 65Q: 3 clusters Score -4.25553e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222733 members 
Mstep: Class 2 contains 105775 members 
Entering Unmasked Estep 
Score: -42555356.000000 Penalty: 6300.348633
	Iteration 66Q: 3 clusters Score -4.255536e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223260 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -42555236.000000 Penalty: 6300.348633
	Iteration 67Q: 3 clusters Score -4.255524e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223632 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -42554940.000000 Penalty: 6300.348633
	Iteration 68Q: 3 clusters Score -4.255494e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223889 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -42554796.000000 Penalty: 6300.348633
	Iteration 69Q: 3 clusters Score -4.25548e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224064 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -42554628.000000 Penalty: 6300.348633
	Iteration 70Q: 3 clusters Score -4.255463e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224131 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -42554636.000000 Penalty: 6300.348633
	Iteration 71Q: 3 clusters Score -4.255464e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224141 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -42554568.000000 Penalty: 6300.348633
	Iteration 72Q: 3 clusters Score -4.255457e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224087 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -42554472.000000 Penalty: 6300.348633
	Iteration 73Q: 3 clusters Score -4.255447e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223890 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -42554572.000000 Penalty: 6300.348633
	Iteration 74Q: 3 clusters Score -4.255457e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223615 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -42554560.000000 Penalty: 6300.348633
	Iteration 75Q: 3 clusters Score -4.255456e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223209 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -42554488.000000 Penalty: 6300.348633
	Iteration 76Q: 3 clusters Score -4.255449e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -42554460.000000 Penalty: 6300.348633
	Iteration 77Q: 3 clusters Score -4.255446e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222150 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -42554528.000000 Penalty: 6300.348633
	Iteration 78Q: 3 clusters Score -4.255453e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221479 members 
Mstep: Class 2 contains 107029 members 
Entering Unmasked Estep 
Score: -42554364.000000 Penalty: 6300.348633
	Iteration 79Q: 3 clusters Score -4.255436e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -42554332.000000 Penalty: 6300.348633
	Iteration 80F: 3 clusters Score -4.255433e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219927 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -42554180.000000 Penalty: 6300.348633
	Iteration 81Q: 3 clusters Score -4.255418e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -42554208.000000 Penalty: 6300.348633
	Iteration 82Q: 3 clusters Score -4.255421e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218076 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -42553936.000000 Penalty: 6300.348633
	Iteration 83Q: 3 clusters Score -4.255394e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217017 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -42553900.000000 Penalty: 6300.348633
	Iteration 84Q: 3 clusters Score -4.25539e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215905 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -42553804.000000 Penalty: 6300.348633
	Iteration 85Q: 3 clusters Score -4.25538e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214768 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -42553876.000000 Penalty: 6300.348633
	Iteration 86Q: 3 clusters Score -4.255388e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213616 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -42553740.000000 Penalty: 6300.348633
	Iteration 87Q: 3 clusters Score -4.255374e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212440 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -42553736.000000 Penalty: 6300.348633
	Iteration 88Q: 3 clusters Score -4.255374e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211363 members 
Mstep: Class 2 contains 117145 members 
Entering Unmasked Estep 
Score: -42553712.000000 Penalty: 6300.348633
	Iteration 89Q: 3 clusters Score -4.255371e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210320 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -42553688.000000 Penalty: 6300.348633
	Iteration 90Q: 3 clusters Score -4.255369e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209279 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -42553592.000000 Penalty: 6300.348633
	Iteration 91Q: 3 clusters Score -4.255359e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208303 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -42553468.000000 Penalty: 6300.348633
	Iteration 92Q: 3 clusters Score -4.255347e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207298 members 
Mstep: Class 2 contains 121210 members 
Entering Unmasked Estep 
Score: -42553376.000000 Penalty: 6300.348633
	Iteration 93Q: 3 clusters Score -4.255338e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206248 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -42553416.000000 Penalty: 6300.348633
	Iteration 94Q: 3 clusters Score -4.255342e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205250 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -42553376.000000 Penalty: 6300.348633
	Iteration 95Q: 3 clusters Score -4.255338e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204311 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -42553400.000000 Penalty: 6300.348633
	Iteration 96Q: 3 clusters Score -4.25534e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203452 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -42553444.000000 Penalty: 6300.348633
	Iteration 97Q: 3 clusters Score -4.255344e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202618 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -42553364.000000 Penalty: 6300.348633
	Iteration 98Q: 3 clusters Score -4.255336e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201801 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -42553200.000000 Penalty: 6300.348633
	Iteration 99Q: 3 clusters Score -4.25532e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200960 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -42553184.000000 Penalty: 6300.348633
	Iteration 100F: 3 clusters Score -4.255318e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -42553052.000000 Penalty: 6300.348633
	Iteration 101Q: 3 clusters Score -4.255305e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199333 members 
Mstep: Class 2 contains 129175 members 
Entering Unmasked Estep 
Score: -42553056.000000 Penalty: 6300.348633
	Iteration 102Q: 3 clusters Score -4.255306e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198548 members 
Mstep: Class 2 contains 129960 members 
Entering Unmasked Estep 
Score: -42553144.000000 Penalty: 6300.348633
	Iteration 103Q: 3 clusters Score -4.255314e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197694 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -42553160.000000 Penalty: 6300.348633
	Iteration 104Q: 3 clusters Score -4.255316e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196802 members 
Mstep: Class 2 contains 131706 members 
Entering Unmasked Estep 
Score: -42553228.000000 Penalty: 6300.348633
	Iteration 105Q: 3 clusters Score -4.255323e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195885 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -42553268.000000 Penalty: 6300.348633
	Iteration 106Q: 3 clusters Score -4.255327e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195003 members 
Mstep: Class 2 contains 133505 members 
Entering Unmasked Estep 
Score: -42553260.000000 Penalty: 6300.348633
	Iteration 107Q: 3 clusters Score -4.255326e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194143 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -42553156.000000 Penalty: 6300.348633
	Iteration 108Q: 3 clusters Score -4.255316e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193258 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -42553164.000000 Penalty: 6300.348633
	Iteration 109Q: 3 clusters Score -4.255316e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -42553148.000000 Penalty: 6300.348633
	Iteration 110Q: 3 clusters Score -4.255315e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191633 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -42553056.000000 Penalty: 6300.348633
	Iteration 111Q: 3 clusters Score -4.255306e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190901 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -42553068.000000 Penalty: 6300.348633
	Iteration 112Q: 3 clusters Score -4.255307e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190181 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -42553040.000000 Penalty: 6300.348633
	Iteration 113Q: 3 clusters Score -4.255304e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -42553072.000000 Penalty: 6300.348633
	Iteration 114Q: 3 clusters Score -4.255307e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188836 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -42553092.000000 Penalty: 6300.348633
	Iteration 115Q: 3 clusters Score -4.255309e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -42553060.000000 Penalty: 6300.348633
	Iteration 116Q: 3 clusters Score -4.255306e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -42553068.000000 Penalty: 6300.348633
	Iteration 117Q: 3 clusters Score -4.255307e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 141471 members 
Entering Unmasked Estep 
Score: -42553036.000000 Penalty: 6300.348633
	Iteration 118Q: 3 clusters Score -4.255304e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -42553028.000000 Penalty: 6300.348633
	Iteration 119Q: 3 clusters Score -4.255303e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185995 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -42553060.000000 Penalty: 6300.348633
	Iteration 120F: 3 clusters Score -4.255306e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185583 members 
Mstep: Class 2 contains 142925 members 
Entering Unmasked Estep 
Score: -42553040.000000 Penalty: 6300.348633
	Iteration 121Q: 3 clusters Score -4.255304e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -42553128.000000 Penalty: 6300.348633
	Iteration 122Q: 3 clusters Score -4.255313e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184804 members 
Mstep: Class 2 contains 143704 members 
Entering Unmasked Estep 
Score: -42553196.000000 Penalty: 6300.348633
	Iteration 123Q: 3 clusters Score -4.25532e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184479 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -42553296.000000 Penalty: 6300.348633
	Iteration 124Q: 3 clusters Score -4.25533e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 144316 members 
Entering Unmasked Estep 
Score: -42553276.000000 Penalty: 6300.348633
	Iteration 125Q: 3 clusters Score -4.255328e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -42553272.000000 Penalty: 6300.348633
	Iteration 126Q: 3 clusters Score -4.255327e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183653 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -42553248.000000 Penalty: 6300.348633
	Iteration 127Q: 3 clusters Score -4.255325e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -42553192.000000 Penalty: 6300.348633
	Iteration 128Q: 3 clusters Score -4.255319e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -42553216.000000 Penalty: 6300.348633
	Iteration 129Q: 3 clusters Score -4.255322e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182849 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -42553228.000000 Penalty: 6300.348633
	Iteration 130Q: 3 clusters Score -4.255323e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182639 members 
Mstep: Class 2 contains 145869 members 
Entering Unmasked Estep 
Score: -42553264.000000 Penalty: 6300.348633
	Iteration 131Q: 3 clusters Score -4.255326e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -42553312.000000 Penalty: 6300.348633
	Iteration 132Q: 3 clusters Score -4.255331e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -42553328.000000 Penalty: 6300.348633
	Iteration 133Q: 3 clusters Score -4.255333e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -42553424.000000 Penalty: 6300.348633
	Iteration 134Q: 3 clusters Score -4.255342e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -42553304.000000 Penalty: 6300.348633
	Iteration 135Q: 3 clusters Score -4.25533e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 146803 members 
Entering Unmasked Estep 
Score: -42553360.000000 Penalty: 6300.348633
	Iteration 136Q: 3 clusters Score -4.255336e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181572 members 
Mstep: Class 2 contains 146936 members 
Entering Unmasked Estep 
Score: -42553540.000000 Penalty: 6300.348633
	Iteration 137Q: 3 clusters Score -4.255354e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -42553532.000000 Penalty: 6300.348633
	Iteration 138Q: 3 clusters Score -4.255353e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181364 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -42553524.000000 Penalty: 6300.348633
	Iteration 139Q: 3 clusters Score -4.255352e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -42553588.000000 Penalty: 6300.348633
	Iteration 140F: 3 clusters Score -4.255359e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4.25535e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181075 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -42553572.000000 Penalty: 6300.348633
	Iteration 142Q: 3 clusters Score -4.255357e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -42553612.000000 Penalty: 6300.348633
	Iteration 143Q: 3 clusters Score -4.255361e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180828 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4.255363e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -42553680.000000 Penalty: 6300.348633
	Iteration 145Q: 3 clusters Score -4.255368e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180616 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -42553776.000000 Penalty: 6300.348633
	Iteration 146Q: 3 clusters Score -4.255378e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180516 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -42553796.000000 Penalty: 6300.348633
	Iteration 147Q: 3 clusters Score -4.25538e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -42553808.000000 Penalty: 6300.348633
	Iteration 148Q: 3 clusters Score -4.255381e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180389 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -42553852.000000 Penalty: 6300.348633
	Iteration 149Q: 3 clusters Score -4.255385e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -42553920.000000 Penalty: 6300.348633
	Iteration 150Q: 3 clusters Score -4.255392e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -42553876.000000 Penalty: 6300.348633
	Iteration 151Q: 3 clusters Score -4.255388e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180132 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4.255388e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180065 members 
Mstep: Class 2 contains 148443 members 
Entering Unmasked Estep 
Score: -42554056.000000 Penalty: 6300.348633
	Iteration 153Q: 3 clusters Score -4.255406e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180035 members 
Mstep: Class 2 contains 148473 members 
Entering Unmasked Estep 
Score: -42554060.000000 Penalty: 6300.348633
	Iteration 154Q: 3 clusters Score -4.255406e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 148532 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4.255405e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179926 members 
Mstep: Class 2 contains 148582 members 
Entering Unmasked Estep 
Score: -42554068.000000 Penalty: 6300.348633
	Iteration 156Q: 3 clusters Score -4.255407e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -42553996.000000 Penalty: 6300.348633
	Iteration 157Q: 3 clusters Score -4.2554e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179823 members 
Mstep: Class 2 contains 148685 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4.255402e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4.255396e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4.255398e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179748 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -42554032.000000 Penalty: 6300.348633
	Iteration 161Q: 3 clusters Score -4.255403e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179742 members 
Mstep: Class 2 contains 148766 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4.255409e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -42554040.000000 Penalty: 6300.348633
	Iteration 163Q: 3 clusters Score -4.255404e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4.255406e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179774 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -42554008.000000 Penalty: 6300.348633
	Iteration 165Q: 3 clusters Score -4.255401e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 148707 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4.255406e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179820 members 
Mstep: Class 2 contains 148688 members 
Entering Unmasked Estep 
Score: -42554084.000000 Penalty: 6300.348633
	Iteration 167Q: 3 clusters Score -4.255408e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -42554044.000000 Penalty: 6300.348633
	Iteration 168Q: 3 clusters Score -4.255404e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179836 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -42554036.000000 Penalty: 6300.348633
	Iteration 169Q: 3 clusters Score -4.255404e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179838 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4.255406e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179826 members 
Mstep: Class 2 contains 148682 members 
Entering Unmasked Estep 
Score: -42554160.000000 Penalty: 6300.348633
	Iteration 171Q: 3 clusters Score -4.255416e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179798 members 
Mstep: Class 2 contains 148710 members 
Entering Unmasked Estep 
Score: -42554076.000000 Penalty: 6300.348633
	Iteration 172Q: 3 clusters Score -4.255408e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4.255409e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179785 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -42554108.000000 Penalty: 6300.348633
	Iteration 174Q: 3 clusters Score -4.255411e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 148709 members 
Entering Unmasked Estep 
Score: -42554224.000000 Penalty: 6300.348633
	Iteration 175Q: 3 clusters Score -4.255422e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179812 members 
Mstep: Class 2 contains 148696 members 
Entering Unmasked Estep 
Score: -42554256.000000 Penalty: 6300.348633
	Iteration 176Q: 3 clusters Score -4.255426e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -42554280.000000 Penalty: 6300.348633
	Iteration 177Q: 3 clusters Score -4.255428e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 148714 members 
Entering Unmasked Estep 
Score: -42554316.000000 Penalty: 6300.348633
	Iteration 178Q: 3 clusters Score -4.255432e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179803 members 
Mstep: Class 2 contains 148705 members 
Entering Unmasked Estep 
Score: -42554348.000000 Penalty: 6300.348633
	Iteration 179Q: 3 clusters Score -4.255435e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179792 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -42554392.000000 Penalty: 6300.348633
	Iteration 180F: 3 clusters Score -4.255439e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 148714 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4.255445e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 148702 members 
Entering Unmasked Estep 
Score: -42554408.000000 Penalty: 6300.348633
	Iteration 182Q: 3 clusters Score -4.255441e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179829 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4.255446e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 148676 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4.255448e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4.25545e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4.255449e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4.255448e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 148676 members 
Entering Unmasked Estep 
Score: -42554420.000000 Penalty: 6300.348633
	Iteration 188Q: 3 clusters Score -4.255442e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -42554416.000000 Penalty: 6300.348633
	Iteration 189Q: 3 clusters Score -4.255442e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179878 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -42554424.000000 Penalty: 6300.348633
	Iteration 190Q: 3 clusters Score -4.255442e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179937 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4.255446e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -42554468.000000 Penalty: 6300.348633
	Iteration 192Q: 3 clusters Score -4.255447e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180066 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -42554448.000000 Penalty: 6300.348633
	Iteration 193Q: 3 clusters Score -4.255445e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180111 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4.255446e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180147 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -42554428.000000 Penalty: 6300.348633
	Iteration 195Q: 3 clusters Score -4.255443e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180207 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4.255455e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -42554552.000000 Penalty: 6300.348633
	Iteration 197Q: 3 clusters Score -4.255455e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 148149 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4.255459e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180407 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -42554636.000000 Penalty: 6300.348633
	Iteration 199Q: 3 clusters Score -4.255464e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -42554576.000000 Penalty: 6300.348633
	Iteration 200F: 3 clusters Score -4.255458e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -42554540.000000 Penalty: 6300.348633
	Iteration 201Q: 3 clusters Score -4.255454e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180564 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4.255454e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4.255449e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4.255454e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180772 members 
Mstep: Class 2 contains 147736 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4.25545e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 147664 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4.255456e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180930 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -42554616.000000 Penalty: 6300.348633
	Iteration 207Q: 3 clusters Score -4.255462e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181020 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4.25546e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4.255459e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -42554532.000000 Penalty: 6300.348633
	Iteration 210Q: 3 clusters Score -4.255453e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181205 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -42554524.000000 Penalty: 6300.348633
	Iteration 211Q: 3 clusters Score -4.255452e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -42554564.000000 Penalty: 6300.348633
	Iteration 212Q: 3 clusters Score -4.255456e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181309 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4.255449e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181336 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4.255452e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181351 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4.255448e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -42554432.000000 Penalty: 6300.348633
	Iteration 216Q: 3 clusters Score -4.255443e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4.255441e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181343 members 
Mstep: Class 2 contains 147165 members 
Entering Unmasked Estep 
Score: -42554456.000000 Penalty: 6300.348633
	Iteration 218Q: 3 clusters Score -4.255446e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181335 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -42554516.000000 Penalty: 6300.348633
	Iteration 219Q: 3 clusters Score -4.255452e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181339 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -42554496.000000 Penalty: 6300.348633
	Iteration 220F: 3 clusters Score -4.25545e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181354 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -42554516.000000 Penalty: 6300.348633
	Iteration 221Q: 3 clusters Score -4.255452e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181392 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -42554516.000000 Penalty: 6300.348633
	Iteration 222Q: 3 clusters Score -4.255452e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181430 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -42554532.000000 Penalty: 6300.348633
	Iteration 223Q: 3 clusters Score -4.255453e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -42554508.000000 Penalty: 6300.348633
	Iteration 224Q: 3 clusters Score -4.255451e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181514 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -42554524.000000 Penalty: 6300.348633
	Iteration 225Q: 3 clusters Score -4.255452e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181555 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -42554624.000000 Penalty: 6300.348633
	Iteration 226Q: 3 clusters Score -4.255462e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 146899 members 
Entering Unmasked Estep 
Score: -42554688.000000 Penalty: 6300.348633
	Iteration 227Q: 3 clusters Score -4.255469e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 146860 members 
Entering Unmasked Estep 
Score: -42554564.000000 Penalty: 6300.348633
	Iteration 228Q: 3 clusters Score -4.255456e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -42554620.000000 Penalty: 6300.348633
	Iteration 229Q: 3 clusters Score -4.255462e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181716 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -42554692.000000 Penalty: 6300.348633
	Iteration 230Q: 3 clusters Score -4.255469e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181747 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -42554712.000000 Penalty: 6300.348633
	Iteration 231Q: 3 clusters Score -4.255471e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -42554740.000000 Penalty: 6300.348633
	Iteration 232Q: 3 clusters Score -4.255474e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 146697 members 
Entering Unmasked Estep 
Score: -42554680.000000 Penalty: 6300.348633
	Iteration 233Q: 3 clusters Score -4.255468e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -42554660.000000 Penalty: 6300.348633
	Iteration 234Q: 3 clusters Score -4.255466e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181856 members 
Mstep: Class 2 contains 146652 members 
Entering Unmasked Estep 
Score: -42554684.000000 Penalty: 6300.348633
	Iteration 235Q: 3 clusters Score -4.255468e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -42554668.000000 Penalty: 6300.348633
	Iteration 236Q: 3 clusters Score -4.255467e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -42554724.000000 Penalty: 6300.348633
	Iteration 237Q: 3 clusters Score -4.255472e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181923 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -42554664.000000 Penalty: 6300.348633
	Iteration 238Q: 3 clusters Score -4.255466e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -42554724.000000 Penalty: 6300.348633
	Iteration 239Q: 3 clusters Score -4.255472e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Mstep: Class 2 contains 146567 members 
Entering Unmasked Estep 
Score: -42554720.000000 Penalty: 6300.348633
	Iteration 240F: 3 clusters Score -4.255472e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Mstep: Class 2 contains 146567 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4.255474e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -42554836.000000 Penalty: 6300.348633
	Iteration 242Q: 3 clusters Score -4.255484e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -42554868.000000 Penalty: 6300.348633
	Iteration 243Q: 3 clusters Score -4.255487e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181878 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -42554908.000000 Penalty: 6300.348633
	Iteration 244Q: 3 clusters Score -4.255491e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181860 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -42554876.000000 Penalty: 6300.348633
	Iteration 245Q: 3 clusters Score -4.255488e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4.255482e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -42554852.000000 Penalty: 6300.348633
	Iteration 247Q: 3 clusters Score -4.255485e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181791 members 
Mstep: Class 2 contains 146717 members 
Entering Unmasked Estep 
Score: -42554852.000000 Penalty: 6300.348633
	Iteration 248Q: 3 clusters Score -4.255485e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181769 members 
Mstep: Class 2 contains 146739 members 
Entering Unmasked Estep 
Score: -42554832.000000 Penalty: 6300.348633
	Iteration 249Q: 3 clusters Score -4.255483e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181761 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4.255483e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 146746 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4.25548e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 146775 members 
Entering Unmasked Estep 
Score: -42554820.000000 Penalty: 6300.348633
	Iteration 252Q: 3 clusters Score -4.255482e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 146786 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4.25548e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4.255478e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 146810 members 
Entering Unmasked Estep 
Score: -42554800.000000 Penalty: 6300.348633
	Iteration 255Q: 3 clusters Score -4.25548e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -42554828.000000 Penalty: 6300.348633
	Iteration 256Q: 3 clusters Score -4.255483e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181625 members 
Mstep: Class 2 contains 146883 members 
Entering Unmasked Estep 
Score: -42554828.000000 Penalty: 6300.348633
	Iteration 257Q: 3 clusters Score -4.255483e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181576 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -42554824.000000 Penalty: 6300.348633
	Iteration 258Q: 3 clusters Score -4.255482e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181541 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -42554860.000000 Penalty: 6300.348633
	Iteration 259Q: 3 clusters Score -4.255486e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181510 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -42554856.000000 Penalty: 6300.348633
	Iteration 260F: 3 clusters Score -4.255486e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181480 members 
Mstep: Class 2 contains 147028 members 
Entering Unmasked Estep 
Score: -42554856.000000 Penalty: 6300.348633
	Iteration 261Q: 3 clusters Score -4.255486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181449 members 
Mstep: Class 2 contains 147059 members 
Entering Unmasked Estep 
Score: -42554912.000000 Penalty: 6300.348633
	Iteration 262Q: 3 clusters Score -4.255491e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181414 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -42554948.000000 Penalty: 6300.348633
	Iteration 263Q: 3 clusters Score -4.255495e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181376 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -42555004.000000 Penalty: 6300.348633
	Iteration 264Q: 3 clusters Score -4.2555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181351 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -42555000.000000 Penalty: 6300.348633
	Iteration 265Q: 3 clusters Score -4.2555e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181315 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -42554984.000000 Penalty: 6300.348633
	Iteration 266Q: 3 clusters Score -4.255498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181292 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -42555020.000000 Penalty: 6300.348633
	Iteration 267Q: 3 clusters Score -4.255502e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181283 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -42555000.000000 Penalty: 6300.348633
	Iteration 268Q: 3 clusters Score -4.2555e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181242 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -42554912.000000 Penalty: 6300.348633
	Iteration 269Q: 3 clusters Score -4.255491e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -42554888.000000 Penalty: 6300.348633
	Iteration 270Q: 3 clusters Score -4.255489e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -42554880.000000 Penalty: 6300.348633
	Iteration 271Q: 3 clusters Score -4.255488e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -42554912.000000 Penalty: 6300.348633
	Iteration 272Q: 3 clusters Score -4.255491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181153 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -42554964.000000 Penalty: 6300.348633
	Iteration 273Q: 3 clusters Score -4.255496e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -42554976.000000 Penalty: 6300.348633
	Iteration 274Q: 3 clusters Score -4.255498e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -42555016.000000 Penalty: 6300.348633
	Iteration 275Q: 3 clusters Score -4.255502e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -42555036.000000 Penalty: 6300.348633
	Iteration 276Q: 3 clusters Score -4.255504e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181102 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -42555044.000000 Penalty: 6300.348633
	Iteration 277Q: 3 clusters Score -4.255504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181095 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -42555032.000000 Penalty: 6300.348633
	Iteration 278Q: 3 clusters Score -4.255503e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181093 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -4.2555e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -42555012.000000 Penalty: 6300.348633
	Iteration 280F: 3 clusters Score -4.255501e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -42554968.000000 Penalty: 6300.348633
	Iteration 281Q: 3 clusters Score -4.255497e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181094 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4.255497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181103 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -42554956.000000 Penalty: 6300.348633
	Iteration 283Q: 3 clusters Score -4.255496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -42554984.000000 Penalty: 6300.348633
	Iteration 284Q: 3 clusters Score -4.255498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181101 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -42554984.000000 Penalty: 6300.348633
	Iteration 285Q: 3 clusters Score -4.255498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -42554980.000000 Penalty: 6300.348633
	Iteration 286Q: 3 clusters Score -4.255498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -42554988.000000 Penalty: 6300.348633
	Iteration 287Q: 3 clusters Score -4.255499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181158 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -42555028.000000 Penalty: 6300.348633
	Iteration 288Q: 3 clusters Score -4.255503e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -42555036.000000 Penalty: 6300.348633
	Iteration 289Q: 3 clusters Score -4.255504e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181190 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -42554996.000000 Penalty: 6300.348633
	Iteration 290Q: 3 clusters Score -4.2555e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181203 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -42555004.000000 Penalty: 6300.348633
	Iteration 291Q: 3 clusters Score -4.2555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -42555004.000000 Penalty: 6300.348633
	Iteration 292Q: 3 clusters Score -4.2555e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181254 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -42554924.000000 Penalty: 6300.348633
	Iteration 293Q: 3 clusters Score -4.255492e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181273 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -42554928.000000 Penalty: 6300.348633
	Iteration 294Q: 3 clusters Score -4.255493e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181305 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -42554908.000000 Penalty: 6300.348633
	Iteration 295Q: 3 clusters Score -4.255491e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 147186 members 
Entering Unmasked Estep 
Score: -42554916.000000 Penalty: 6300.348633
	Iteration 296Q: 3 clusters Score -4.255492e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181329 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -42554972.000000 Penalty: 6300.348633
	Iteration 297Q: 3 clusters Score -4.255497e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181326 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -42554880.000000 Penalty: 6300.348633
	Iteration 298Q: 3 clusters Score -4.255488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -42554904.000000 Penalty: 6300.348633
	Iteration 299Q: 3 clusters Score -4.25549e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181334 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -42554928.000000 Penalty: 6300.348633
	Iteration 300F: 3 clusters Score -4.255493e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181339 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -42554948.000000 Penalty: 6300.348633
	Iteration 301Q: 3 clusters Score -4.255495e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181323 members 
Mstep: Class 2 contains 147185 members 
Entering Unmasked Estep 
Score: -42554992.000000 Penalty: 6300.348633
	Iteration 302Q: 3 clusters Score -4.255499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181311 members 
Mstep: Class 2 contains 147197 members 
Entering Unmasked Estep 
Score: -42554996.000000 Penalty: 6300.348633
	Iteration 303Q: 3 clusters Score -4.2555e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 147223 members 
Entering Unmasked Estep 
Score: -42555008.000000 Penalty: 6300.348633
	Iteration 304Q: 3 clusters Score -4.255501e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -42555012.000000 Penalty: 6300.348633
	Iteration 305Q: 3 clusters Score -4.255501e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -42555028.000000 Penalty: 6300.348633
	Iteration 306Q: 3 clusters Score -4.255503e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -42555040.000000 Penalty: 6300.348633
	Iteration 307Q: 3 clusters Score -4.255504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181206 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -42555072.000000 Penalty: 6300.348633
	Iteration 308Q: 3 clusters Score -4.255507e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -42555028.000000 Penalty: 6300.348633
	Iteration 309Q: 3 clusters Score -4.255503e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -42555048.000000 Penalty: 6300.348633
	Iteration 310Q: 3 clusters Score -4.255505e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -42555084.000000 Penalty: 6300.348633
	Iteration 311Q: 3 clusters Score -4.255508e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 147328 members 
Entering Unmasked Estep 
Score: -42555068.000000 Penalty: 6300.348633
	Iteration 312Q: 3 clusters Score -4.255507e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -42555048.000000 Penalty: 6300.348633
	Iteration 313Q: 3 clusters Score -4.255505e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -42555064.000000 Penalty: 6300.348633
	Iteration 314Q: 3 clusters Score -4.255506e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 147395 members 
Entering Unmasked Estep 
Score: -42555056.000000 Penalty: 6300.348633
	Iteration 315Q: 3 clusters Score -4.255506e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -42555124.000000 Penalty: 6300.348633
	Iteration 316Q: 3 clusters Score -4.255512e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -42555128.000000 Penalty: 6300.348633
	Iteration 317Q: 3 clusters Score -4.255513e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -42555184.000000 Penalty: 6300.348633
	Iteration 318Q: 3 clusters Score -4.255518e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181053 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -42555220.000000 Penalty: 6300.348633
	Iteration 319Q: 3 clusters Score -4.255522e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -42555144.000000 Penalty: 6300.348633
	Iteration 320F: 3 clusters Score -4.255514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -42555152.000000 Penalty: 6300.348633
	Iteration 321Q: 3 clusters Score -4.255515e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -42555156.000000 Penalty: 6300.348633
	Iteration 322Q: 3 clusters Score -4.255516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 147496 members 
Entering Unmasked Estep 
Score: -42555164.000000 Penalty: 6300.348633
	Iteration 323Q: 3 clusters Score -4.255516e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -42555148.000000 Penalty: 6300.348633
	Iteration 324Q: 3 clusters Score -4.255515e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180999 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -42555176.000000 Penalty: 6300.348633
	Iteration 325Q: 3 clusters Score -4.255518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 147511 members 
Entering Unmasked Estep 
Score: -42555160.000000 Penalty: 6300.348633
	Iteration 326Q: 3 clusters Score -4.255516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180993 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -42555172.000000 Penalty: 6300.348633
	Iteration 327Q: 3 clusters Score -4.255517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 147518 members 
Entering Unmasked Estep 
Score: -42555160.000000 Penalty: 6300.348633
	Iteration 328Q: 3 clusters Score -4.255516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -42555144.000000 Penalty: 6300.348633
	Iteration 329Q: 3 clusters Score -4.255514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180984 members 
Mstep: Class 2 contains 147524 members 
Entering Unmasked Estep 
Score: -42555128.000000 Penalty: 6300.348633
	Iteration 330Q: 3 clusters Score -4.255513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -42555140.000000 Penalty: 6300.348633
	Iteration 331Q: 3 clusters Score -4.255514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -42555136.000000 Penalty: 6300.348633
	Iteration 332Q: 3 clusters Score -4.255514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -42555112.000000 Penalty: 6300.348633
	Iteration 333Q: 3 clusters Score -4.255511e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180966 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -42555120.000000 Penalty: 6300.348633
	Iteration 334Q: 3 clusters Score -4.255512e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180965 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -42555168.000000 Penalty: 6300.348633
	Iteration 335Q: 3 clusters Score -4.255517e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -42555132.000000 Penalty: 6300.348633
	Iteration 336Q: 3 clusters Score -4.255513e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180930 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -42555164.000000 Penalty: 6300.348633
	Iteration 337Q: 3 clusters Score -4.255516e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180921 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -42555156.000000 Penalty: 6300.348633
	Iteration 338Q: 3 clusters Score -4.255516e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180911 members 
Mstep: Class 2 contains 147597 members 
Entering Unmasked Estep 
Score: -42555188.000000 Penalty: 6300.348633
	Iteration 339Q: 3 clusters Score -4.255519e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -42555168.000000 Penalty: 6300.348633
	Iteration 340F: 3 clusters Score -4.255517e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180880 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -42555208.000000 Penalty: 6300.348633
	Iteration 341Q: 3 clusters Score -4.255521e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -42555244.000000 Penalty: 6300.348633
	Iteration 342Q: 3 clusters Score -4.255524e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -42555216.000000 Penalty: 6300.348633
	Iteration 343Q: 3 clusters Score -4.255522e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -42555212.000000 Penalty: 6300.348633
	Iteration 344Q: 3 clusters Score -4.255521e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -42555216.000000 Penalty: 6300.348633
	Iteration 345Q: 3 clusters Score -4.255522e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -42555220.000000 Penalty: 6300.348633
	Iteration 346Q: 3 clusters Score -4.255522e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -42555268.000000 Penalty: 6300.348633
	Iteration 347Q: 3 clusters Score -4.255527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -42555200.000000 Penalty: 6300.348633
	Iteration 348Q: 3 clusters Score -4.25552e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180755 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -42555244.000000 Penalty: 6300.348633
	Iteration 349Q: 3 clusters Score -4.255524e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180746 members 
Mstep: Class 2 contains 147762 members 
Entering Unmasked Estep 
Score: -42555232.000000 Penalty: 6300.348633
	Iteration 350Q: 3 clusters Score -4.255523e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180726 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -42555220.000000 Penalty: 6300.348633
	Iteration 351Q: 3 clusters Score -4.255522e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -42555232.000000 Penalty: 6300.348633
	Iteration 352Q: 3 clusters Score -4.255523e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -42555196.000000 Penalty: 6300.348633
	Iteration 353Q: 3 clusters Score -4.25552e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -42555192.000000 Penalty: 6300.348633
	Iteration 354Q: 3 clusters Score -4.255519e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -42555216.000000 Penalty: 6300.348633
	Iteration 355Q: 3 clusters Score -4.255522e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -42555224.000000 Penalty: 6300.348633
	Iteration 356Q: 3 clusters Score -4.255522e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -42555212.000000 Penalty: 6300.348633
	Iteration 357Q: 3 clusters Score -4.255521e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -42555212.000000 Penalty: 6300.348633
	Iteration 358Q: 3 clusters Score -4.255521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -42555180.000000 Penalty: 6300.348633
	Iteration 359Q: 3 clusters Score -4.255518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -42555236.000000 Penalty: 6300.348633
	Iteration 360F: 3 clusters Score -4.255524e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -42555244.000000 Penalty: 6300.348633
	Iteration 361Q: 3 clusters Score -4.255524e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -42555288.000000 Penalty: 6300.348633
	Iteration 362Q: 3 clusters Score -4.255529e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180724 members 
Mstep: Class 2 contains 147784 members 
Entering Unmasked Estep 
Score: -42555280.000000 Penalty: 6300.348633
	Iteration 363Q: 3 clusters Score -4.255528e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 147774 members 
Entering Unmasked Estep 
Score: -42555272.000000 Penalty: 6300.348633
	Iteration 364Q: 3 clusters Score -4.255527e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180719 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -42555304.000000 Penalty: 6300.348633
	Iteration 365Q: 3 clusters Score -4.25553e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -42555352.000000 Penalty: 6300.348633
	Iteration 366Q: 3 clusters Score -4.255535e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180638 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -42555332.000000 Penalty: 6300.348633
	Iteration 367Q: 3 clusters Score -4.255533e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -42555380.000000 Penalty: 6300.348633
	Iteration 368Q: 3 clusters Score -4.255538e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -42555400.000000 Penalty: 6300.348633
	Iteration 369Q: 3 clusters Score -4.25554e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -42555452.000000 Penalty: 6300.348633
	Iteration 370Q: 3 clusters Score -4.255545e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -42555416.000000 Penalty: 6300.348633
	Iteration 371Q: 3 clusters Score -4.255542e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180520 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -42555436.000000 Penalty: 6300.348633
	Iteration 372Q: 3 clusters Score -4.255544e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180486 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -42555468.000000 Penalty: 6300.348633
	Iteration 373Q: 3 clusters Score -4.255547e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -42555560.000000 Penalty: 6300.348633
	Iteration 374Q: 3 clusters Score -4.255556e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180434 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -42555600.000000 Penalty: 6300.348633
	Iteration 375Q: 3 clusters Score -4.25556e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -42555644.000000 Penalty: 6300.348633
	Iteration 376Q: 3 clusters Score -4.255564e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -42555680.000000 Penalty: 6300.348633
	Iteration 377Q: 3 clusters Score -4.255568e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180402 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -42555668.000000 Penalty: 6300.348633
	Iteration 378Q: 3 clusters Score -4.255567e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180389 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -42555632.000000 Penalty: 6300.348633
	Iteration 379Q: 3 clusters Score -4.255563e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -42555704.000000 Penalty: 6300.348633
	Iteration 380F: 3 clusters Score -4.25557e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -42555688.000000 Penalty: 6300.348633
	Iteration 381Q: 3 clusters Score -4.255569e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 148138 members 
Entering Unmasked Estep 
Score: -42555600.000000 Penalty: 6300.348633
	Iteration 382Q: 3 clusters Score -4.25556e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -42555552.000000 Penalty: 6300.348633
	Iteration 383Q: 3 clusters Score -4.255555e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 148185 members 
Entering Unmasked Estep 
Score: -42555616.000000 Penalty: 6300.348633
	Iteration 384Q: 3 clusters Score -4.255562e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -42555520.000000 Penalty: 6300.348633
	Iteration 385Q: 3 clusters Score -4.255552e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180281 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -42555560.000000 Penalty: 6300.348633
	Iteration 386Q: 3 clusters Score -4.255556e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180273 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -42555548.000000 Penalty: 6300.348633
	Iteration 387Q: 3 clusters Score -4.255555e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180271 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -42555540.000000 Penalty: 6300.348633
	Iteration 388Q: 3 clusters Score -4.255554e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180270 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -42555536.000000 Penalty: 6300.348633
	Iteration 389Q: 3 clusters Score -4.255554e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180265 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -42555512.000000 Penalty: 6300.348633
	Iteration 390Q: 3 clusters Score -4.255551e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180257 members 
Mstep: Class 2 contains 148251 members 
Entering Unmasked Estep 
Score: -42555548.000000 Penalty: 6300.348633
	Iteration 391Q: 3 clusters Score -4.255555e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -42555536.000000 Penalty: 6300.348633
	Iteration 392Q: 3 clusters Score -4.255554e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180225 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -42555532.000000 Penalty: 6300.348633
	Iteration 393Q: 3 clusters Score -4.255553e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -42555488.000000 Penalty: 6300.348633
	Iteration 394Q: 3 clusters Score -4.255549e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -42555512.000000 Penalty: 6300.348633
	Iteration 395Q: 3 clusters Score -4.255551e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180192 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -42555464.000000 Penalty: 6300.348633
	Iteration 396Q: 3 clusters Score -4.255546e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180188 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -42555504.000000 Penalty: 6300.348633
	Iteration 397Q: 3 clusters Score -4.25555e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -42555524.000000 Penalty: 6300.348633
	Iteration 398Q: 3 clusters Score -4.255552e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180229 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -42555540.000000 Penalty: 6300.348633
	Iteration 399Q: 3 clusters Score -4.255554e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180245 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -42555568.000000 Penalty: 6300.348633
	Iteration 400F: 3 clusters Score -4.255557e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180245 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -42555492.000000 Penalty: 6300.348633
	Iteration 401Q: 3 clusters Score -4.255549e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180229 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -42555476.000000 Penalty: 6300.348633
	Iteration 402Q: 3 clusters Score -4.255548e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -42555500.000000 Penalty: 6300.348633
	Iteration 403Q: 3 clusters Score -4.25555e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -42555564.000000 Penalty: 6300.348633
	Iteration 404Q: 3 clusters Score -4.255556e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -42555548.000000 Penalty: 6300.348633
	Iteration 405Q: 3 clusters Score -4.255555e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180345 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -42555536.000000 Penalty: 6300.348633
	Iteration 406Q: 3 clusters Score -4.255554e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180404 members 
Mstep: Class 2 contains 148104 members 
Entering Unmasked Estep 
Score: -42555588.000000 Penalty: 6300.348633
	Iteration 407Q: 3 clusters Score -4.255559e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180440 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -42555624.000000 Penalty: 6300.348633
	Iteration 408Q: 3 clusters Score -4.255562e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -42555572.000000 Penalty: 6300.348633
	Iteration 409Q: 3 clusters Score -4.255557e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180531 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -42555580.000000 Penalty: 6300.348633
	Iteration 410Q: 3 clusters Score -4.255558e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -42555612.000000 Penalty: 6300.348633
	Iteration 411Q: 3 clusters Score -4.255561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -42555652.000000 Penalty: 6300.348633
	Iteration 412Q: 3 clusters Score -4.255565e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -42555692.000000 Penalty: 6300.348633
	Iteration 413Q: 3 clusters Score -4.255569e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -42555648.000000 Penalty: 6300.348633
	Iteration 414Q: 3 clusters Score -4.255565e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180696 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -42555672.000000 Penalty: 6300.348633
	Iteration 415Q: 3 clusters Score -4.255567e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -42555652.000000 Penalty: 6300.348633
	Iteration 416Q: 3 clusters Score -4.255565e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -42555732.000000 Penalty: 6300.348633
	Iteration 417Q: 3 clusters Score -4.255573e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180877 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -42555764.000000 Penalty: 6300.348633
	Iteration 418Q: 3 clusters Score -4.255576e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -42555708.000000 Penalty: 6300.348633
	Iteration 419Q: 3 clusters Score -4.255571e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181000 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -42555692.000000 Penalty: 6300.348633
	Iteration 420F: 3 clusters Score -4.255569e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 147475 members 
Entering Unmasked Estep 
Score: -42555656.000000 Penalty: 6300.348633
	Iteration 421Q: 3 clusters Score -4.255566e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181058 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -42555640.000000 Penalty: 6300.348633
	Iteration 422Q: 3 clusters Score -4.255564e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181092 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -42555640.000000 Penalty: 6300.348633
	Iteration 423Q: 3 clusters Score -4.255564e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -42555668.000000 Penalty: 6300.348633
	Iteration 424Q: 3 clusters Score -4.255567e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -42555668.000000 Penalty: 6300.348633
	Iteration 425Q: 3 clusters Score -4.255567e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -42555680.000000 Penalty: 6300.348633
	Iteration 426Q: 3 clusters Score -4.255568e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -42555664.000000 Penalty: 6300.348633
	Iteration 427Q: 3 clusters Score -4.255566e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181167 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -42555656.000000 Penalty: 6300.348633
	Iteration 428Q: 3 clusters Score -4.255566e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 147328 members 
Entering Unmasked Estep 
Score: -42555628.000000 Penalty: 6300.348633
	Iteration 429Q: 3 clusters Score -4.255563e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -42555512.000000 Penalty: 6300.348633
	Iteration 430Q: 3 clusters Score -4.255551e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -42555480.000000 Penalty: 6300.348633
	Iteration 431Q: 3 clusters Score -4.255548e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181225 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -42555556.000000 Penalty: 6300.348633
	Iteration 432Q: 3 clusters Score -4.255556e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -42555560.000000 Penalty: 6300.348633
	Iteration 433Q: 3 clusters Score -4.255556e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -42555672.000000 Penalty: 6300.348633
	Iteration 434Q: 3 clusters Score -4.255567e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -42555636.000000 Penalty: 6300.348633
	Iteration 435Q: 3 clusters Score -4.255564e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -42555608.000000 Penalty: 6300.348633
	Iteration 436Q: 3 clusters Score -4.255561e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181307 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -42555644.000000 Penalty: 6300.348633
	Iteration 437Q: 3 clusters Score -4.255564e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -42555740.000000 Penalty: 6300.348633
	Iteration 438Q: 3 clusters Score -4.255574e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -42555748.000000 Penalty: 6300.348633
	Iteration 439Q: 3 clusters Score -4.255575e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181206 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -42555752.000000 Penalty: 6300.348633
	Iteration 440F: 3 clusters Score -4.255575e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -42555800.000000 Penalty: 6300.348633
	Iteration 441Q: 3 clusters Score -4.25558e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -42555836.000000 Penalty: 6300.348633
	Iteration 442Q: 3 clusters Score -4.255584e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -42555828.000000 Penalty: 6300.348633
	Iteration 443Q: 3 clusters Score -4.255583e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -42555888.000000 Penalty: 6300.348633
	Iteration 444Q: 3 clusters Score -4.255589e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -42555912.000000 Penalty: 6300.348633
	Iteration 445Q: 3 clusters Score -4.255591e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181305 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -42555964.000000 Penalty: 6300.348633
	Iteration 446Q: 3 clusters Score -4.255596e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181364 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -42556032.000000 Penalty: 6300.348633
	Iteration 447Q: 3 clusters Score -4.255603e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181408 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -42556120.000000 Penalty: 6300.348633
	Iteration 448Q: 3 clusters Score -4.255612e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -42556172.000000 Penalty: 6300.348633
	Iteration 449Q: 3 clusters Score -4.255617e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181528 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -42556176.000000 Penalty: 6300.348633
	Iteration 450Q: 3 clusters Score -4.255618e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181615 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -42556244.000000 Penalty: 6300.348633
	Iteration 451Q: 3 clusters Score -4.255624e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181720 members 
Mstep: Class 2 contains 146788 members 
Entering Unmasked Estep 
Score: -42556220.000000 Penalty: 6300.348633
	Iteration 452Q: 3 clusters Score -4.255622e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181865 members 
Mstep: Class 2 contains 146643 members 
Entering Unmasked Estep 
Score: -42556252.000000 Penalty: 6300.348633
	Iteration 453Q: 3 clusters Score -4.255625e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -42556204.000000 Penalty: 6300.348633
	Iteration 454Q: 3 clusters Score -4.25562e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182074 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -42556188.000000 Penalty: 6300.348633
	Iteration 455Q: 3 clusters Score -4.255619e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182158 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -42556120.000000 Penalty: 6300.348633
	Iteration 456Q: 3 clusters Score -4.255612e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182243 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -42556060.000000 Penalty: 6300.348633
	Iteration 457Q: 3 clusters Score -4.255606e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182314 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -42556084.000000 Penalty: 6300.348633
	Iteration 458Q: 3 clusters Score -4.255608e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -42556084.000000 Penalty: 6300.348633
	Iteration 459Q: 3 clusters Score -4.255608e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182403 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -42556036.000000 Penalty: 6300.348633
	Iteration 460F: 3 clusters Score -4.255604e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182426 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -42556052.000000 Penalty: 6300.348633
	Iteration 461Q: 3 clusters Score -4.255605e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -42556136.000000 Penalty: 6300.348633
	Iteration 462Q: 3 clusters Score -4.255614e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182533 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -42556096.000000 Penalty: 6300.348633
	Iteration 463Q: 3 clusters Score -4.25561e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -42556036.000000 Penalty: 6300.348633
	Iteration 464Q: 3 clusters Score -4.255604e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182700 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -42556040.000000 Penalty: 6300.348633
	Iteration 465Q: 3 clusters Score -4.255604e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182786 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -42556120.000000 Penalty: 6300.348633
	Iteration 466Q: 3 clusters Score -4.255612e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182901 members 
Mstep: Class 2 contains 145607 members 
Entering Unmasked Estep 
Score: -42556124.000000 Penalty: 6300.348633
	Iteration 467Q: 3 clusters Score -4.255612e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182982 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -42556052.000000 Penalty: 6300.348633
	Iteration 468Q: 3 clusters Score -4.255605e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183089 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -42555972.000000 Penalty: 6300.348633
	Iteration 469Q: 3 clusters Score -4.255597e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -42556020.000000 Penalty: 6300.348633
	Iteration 470Q: 3 clusters Score -4.255602e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183351 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -42556100.000000 Penalty: 6300.348633
	Iteration 471Q: 3 clusters Score -4.25561e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183501 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -42556112.000000 Penalty: 6300.348633
	Iteration 472Q: 3 clusters Score -4.255611e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183642 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -42556176.000000 Penalty: 6300.348633
	Iteration 473Q: 3 clusters Score -4.255618e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -42556244.000000 Penalty: 6300.348633
	Iteration 474Q: 3 clusters Score -4.255624e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -42556196.000000 Penalty: 6300.348633
	Iteration 475Q: 3 clusters Score -4.25562e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -42556332.000000 Penalty: 6300.348633
	Iteration 476Q: 3 clusters Score -4.255633e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184283 members 
Mstep: Class 2 contains 144225 members 
Entering Unmasked Estep 
Score: -42556404.000000 Penalty: 6300.348633
	Iteration 477Q: 3 clusters Score -4.25564e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184454 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -42556392.000000 Penalty: 6300.348633
	Iteration 478Q: 3 clusters Score -4.255639e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -42556432.000000 Penalty: 6300.348633
	Iteration 479Q: 3 clusters Score -4.255643e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184788 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -42556448.000000 Penalty: 6300.348633
	Iteration 480F: 3 clusters Score -4.255645e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184930 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -42556484.000000 Penalty: 6300.348633
	Iteration 481Q: 3 clusters Score -4.255648e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185041 members 
Mstep: Class 2 contains 143467 members 
Entering Unmasked Estep 
Score: -42556472.000000 Penalty: 6300.348633
	Iteration 482Q: 3 clusters Score -4.255647e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -42556500.000000 Penalty: 6300.348633
	Iteration 483Q: 3 clusters Score -4.25565e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -42556504.000000 Penalty: 6300.348633
	Iteration 484Q: 3 clusters Score -4.25565e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185345 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -42556492.000000 Penalty: 6300.348633
	Iteration 485Q: 3 clusters Score -4.255649e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -42556540.000000 Penalty: 6300.348633
	Iteration 486Q: 3 clusters Score -4.255654e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185420 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -42556592.000000 Penalty: 6300.348633
	Iteration 487Q: 3 clusters Score -4.255659e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185444 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -42556580.000000 Penalty: 6300.348633
	Iteration 488Q: 3 clusters Score -4.255658e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185473 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -42556584.000000 Penalty: 6300.348633
	Iteration 489Q: 3 clusters Score -4.255658e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185505 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -42556652.000000 Penalty: 6300.348633
	Iteration 490Q: 3 clusters Score -4.255665e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185533 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -42556644.000000 Penalty: 6300.348633
	Iteration 491Q: 3 clusters Score -4.255664e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185590 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -42556684.000000 Penalty: 6300.348633
	Iteration 492Q: 3 clusters Score -4.255668e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185637 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -42556676.000000 Penalty: 6300.348633
	Iteration 493Q: 3 clusters Score -4.255668e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -42556648.000000 Penalty: 6300.348633
	Iteration 494Q: 3 clusters Score -4.255665e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185685 members 
Mstep: Class 2 contains 142823 members 
Entering Unmasked Estep 
Score: -42556656.000000 Penalty: 6300.348633
	Iteration 495Q: 3 clusters Score -4.255666e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 142784 members 
Entering Unmasked Estep 
Score: -42556528.000000 Penalty: 6300.348633
	Iteration 496Q: 3 clusters Score -4.255653e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185779 members 
Mstep: Class 2 contains 142729 members 
Entering Unmasked Estep 
Score: -42556468.000000 Penalty: 6300.348633
	Iteration 497Q: 3 clusters Score -4.255647e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -42556484.000000 Penalty: 6300.348633
	Iteration 498Q: 3 clusters Score -4.255648e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185947 members 
Mstep: Class 2 contains 142561 members 
Entering Unmasked Estep 
Score: -42556508.000000 Penalty: 6300.348633
	Iteration 499Q: 3 clusters Score -4.255651e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186043 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -42556496.000000 Penalty: 6300.348633
	Iteration 500F: 3 clusters Score -4.25565e+07 nChanged 323
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 10 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -1799595.125000 Penalty: 2381.189697
	Iteration 0F: 2 clusters Score -1799595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1788759.250000 Penalty: 4762.379395
	Iteration 0F: 3 clusters Score -1788759 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1792429.875000 Penalty: 4762.379395
	Iteration 1F: 3 clusters Score -1792430 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1793037.375000 Penalty: 4762.379395
	Iteration 2F: 3 clusters Score -1793037 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1793746.750000 Penalty: 4762.379395
	Iteration 3F: 3 clusters Score -1793747 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1794604.250000 Penalty: 4762.379395
	Iteration 4F: 3 clusters Score -1794604 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1795435.375000 Penalty: 4762.379395
	Iteration 5F: 3 clusters Score -1795435 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1796095.250000 Penalty: 4762.379395
	Iteration 6F: 3 clusters Score -1796095 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1796552.750000 Penalty: 4762.379395
	Iteration 7Q: 3 clusters Score -1796553 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1796919.250000 Penalty: 4762.379395
	Iteration 8Q: 3 clusters Score -1796919 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1797215.625000 Penalty: 4762.379395
	Iteration 9Q: 3 clusters Score -1797216 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1797462.000000 Penalty: 4762.379395
	Iteration 10Q: 3 clusters Score -1797462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1797643.750000 Penalty: 4762.379395
	Iteration 11Q: 3 clusters Score -1797644 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1797783.375000 Penalty: 4762.379395
	Iteration 12Q: 3 clusters Score -1797783 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1797916.000000 Penalty: 4762.379395
	Iteration 13Q: 3 clusters Score -1797916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1798018.125000 Penalty: 4762.379395
	Iteration 14Q: 3 clusters Score -1798018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1798101.625000 Penalty: 4762.379395
	Iteration 15Q: 3 clusters Score -1798102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1798163.125000 Penalty: 4762.379395
	Iteration 16Q: 3 clusters Score -1798163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1798200.750000 Penalty: 4762.379395
	Iteration 17Q: 3 clusters Score -1798201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1798225.625000 Penalty: 4762.379395
	Iteration 18Q: 3 clusters Score -1798226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1798237.500000 Penalty: 4762.379395
	Iteration 19Q: 3 clusters Score -1798238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1798250.750000 Penalty: 4762.379395
	Iteration 20F: 3 clusters Score -1798251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1798260.375000 Penalty: 4762.379395
	Iteration 21Q: 3 clusters Score -1798260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1798264.625000 Penalty: 4762.379395
	Iteration 22Q: 3 clusters Score -1798265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1798265.125000 Penalty: 4762.379395
	Iteration 23Q: 3 clusters Score -1798265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1798266.500000 Penalty: 4762.379395
	Iteration 24Q: 3 clusters Score -1798266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1798265.250000 Penalty: 4762.379395
	Iteration 25Q: 3 clusters Score -1798265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1798265.000000 Penalty: 4762.379395
	Iteration 26Q: 3 clusters Score -1798265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1798268.000000 Penalty: 4762.379395
	Iteration 27Q: 3 clusters Score -1798268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1798268.875000 Penalty: 4762.379395
	Iteration 28Q: 3 clusters Score -1798269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1798268.875000 Penalty: 4762.379395
	Iteration 29Q: 3 clusters Score -1798269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1798271.750000 Penalty: 4762.379395
	Iteration 30Q: 3 clusters Score -1798272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1798270.625000 Penalty: 4762.379395
	Iteration 31Q: 3 clusters Score -1798271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1798272.250000 Penalty: 4762.379395
	Iteration 32Q: 3 clusters Score -1798272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1798272.250000 Penalty: 4762.379395
	Iteration 33Q: 3 clusters Score -1798272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1798273.375000 Penalty: 4762.379395
	Iteration 34Q: 3 clusters Score -1798273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1798273.375000 Penalty: 4762.379395
	Iteration 35Q: 3 clusters Score -1798273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1798273.500000 Penalty: 4762.379395
	Iteration 36Q: 3 clusters Score -1798274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1798273.500000 Penalty: 4762.379395
	Iteration 37F: 3 clusters Score -1798274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -163378.671875 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -163378.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161130.828125 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -161130.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161547.937500 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -161547.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161696.140625 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -161696.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161824.171875 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -161824.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161936.281250 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -161936.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162022.593750 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -162022.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162135.703125 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -162135.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162269.734375 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -162269.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162383.515625 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -162383.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162506.625000 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -162506.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162580.734375 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -162580.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162633.421875 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -162633.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162687.921875 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -162687.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -162738.828125 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -162738.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162770.765625 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -162770.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -162801.109375 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -162801.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162815.515625 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -162815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162828.703125 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -162828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162839.968750 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -162840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162851.203125 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -162851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162862.109375 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -162862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162871.062500 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -162871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162875.140625 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -162875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162879.406250 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -162879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -162880.109375 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -162880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -162880.109375 Penalty: 3632.292725
	Iteration 25F: 3 clusters Score -162880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1146322.000000 Penalty: 2262.107178
	Iteration 0F: 2 clusters Score -1146322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1139214.250000 Penalty: 4524.214355
	Iteration 0F: 3 clusters Score -1139214 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1141104.250000 Penalty: 4524.214355
	Iteration 1F: 3 clusters Score -1141104 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1141354.125000 Penalty: 4524.214355
	Iteration 2F: 3 clusters Score -1141354 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1141520.125000 Penalty: 4524.214355
	Iteration 3Q: 3 clusters Score -1141520 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1141666.500000 Penalty: 4524.214355
	Iteration 4Q: 3 clusters Score -1141666 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1141783.250000 Penalty: 4524.214355
	Iteration 5Q: 3 clusters Score -1141783 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1141890.375000 Penalty: 4524.214355
	Iteration 6Q: 3 clusters Score -1141890 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1141999.000000 Penalty: 4524.214355
	Iteration 7Q: 3 clusters Score -1141999 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1142118.125000 Penalty: 4524.214355
	Iteration 8Q: 3 clusters Score -1142118 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1142242.125000 Penalty: 4524.214355
	Iteration 9Q: 3 clusters Score -1142242 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1142383.000000 Penalty: 4524.214355
	Iteration 10Q: 3 clusters Score -1142383 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1142537.125000 Penalty: 4524.214355
	Iteration 11Q: 3 clusters Score -1142537 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1142694.000000 Penalty: 4524.214355
	Iteration 12Q: 3 clusters Score -1142694 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1142835.875000 Penalty: 4524.214355
	Iteration 13Q: 3 clusters Score -1142836 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1142930.250000 Penalty: 4524.214355
	Iteration 14Q: 3 clusters Score -1142930 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1143011.125000 Penalty: 4524.214355
	Iteration 15Q: 3 clusters Score -1143011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1143065.625000 Penalty: 4524.214355
	Iteration 16Q: 3 clusters Score -1143066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1143106.375000 Penalty: 4524.214355
	Iteration 17Q: 3 clusters Score -1143106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1143145.000000 Penalty: 4524.214355
	Iteration 18Q: 3 clusters Score -1143145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1143178.000000 Penalty: 4524.214355
	Iteration 19Q: 3 clusters Score -1143178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1143201.625000 Penalty: 4524.214355
	Iteration 20F: 3 clusters Score -1143202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1143225.625000 Penalty: 4524.214355
	Iteration 21Q: 3 clusters Score -1143226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1143251.000000 Penalty: 4524.214355
	Iteration 22Q: 3 clusters Score -1143251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1143269.750000 Penalty: 4524.214355
	Iteration 23Q: 3 clusters Score -1143270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1143287.875000 Penalty: 4524.214355
	Iteration 24Q: 3 clusters Score -1143288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1143310.750000 Penalty: 4524.214355
	Iteration 25Q: 3 clusters Score -1143311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1143324.500000 Penalty: 4524.214355
	Iteration 26Q: 3 clusters Score -1143324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1143336.625000 Penalty: 4524.214355
	Iteration 27Q: 3 clusters Score -1143337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1143344.125000 Penalty: 4524.214355
	Iteration 28Q: 3 clusters Score -1143344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1143354.875000 Penalty: 4524.214355
	Iteration 29Q: 3 clusters Score -1143355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1143370.250000 Penalty: 4524.214355
	Iteration 30Q: 3 clusters Score -1143370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1143382.625000 Penalty: 4524.214355
	Iteration 31Q: 3 clusters Score -1143383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1143394.500000 Penalty: 4524.214355
	Iteration 32Q: 3 clusters Score -1143394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1143412.875000 Penalty: 4524.214355
	Iteration 33Q: 3 clusters Score -1143413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1143430.125000 Penalty: 4524.214355
	Iteration 34Q: 3 clusters Score -1143430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1143448.875000 Penalty: 4524.214355
	Iteration 35Q: 3 clusters Score -1143449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1143462.625000 Penalty: 4524.214355
	Iteration 36Q: 3 clusters Score -1143463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1143473.250000 Penalty: 4524.214355
	Iteration 37Q: 3 clusters Score -1143473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1143490.625000 Penalty: 4524.214355
	Iteration 38Q: 3 clusters Score -1143491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1143500.125000 Penalty: 4524.214355
	Iteration 39Q: 3 clusters Score -1143500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1143510.125000 Penalty: 4524.214355
	Iteration 40F: 3 clusters Score -1143510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1143521.125000 Penalty: 4524.214355
	Iteration 41Q: 3 clusters Score -1143521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1143528.625000 Penalty: 4524.214355
	Iteration 42Q: 3 clusters Score -1143529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1143530.875000 Penalty: 4524.214355
	Iteration 43Q: 3 clusters Score -1143531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1143534.500000 Penalty: 4524.214355
	Iteration 44Q: 3 clusters Score -1143534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1143533.375000 Penalty: 4524.214355
	Iteration 45Q: 3 clusters Score -1143533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1143535.125000 Penalty: 4524.214355
	Iteration 46Q: 3 clusters Score -1143535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1143539.250000 Penalty: 4524.214355
	Iteration 47Q: 3 clusters Score -1143539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1143542.250000 Penalty: 4524.214355
	Iteration 48Q: 3 clusters Score -1143542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1143547.000000 Penalty: 4524.214355
	Iteration 49Q: 3 clusters Score -1143547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1143557.750000 Penalty: 4524.214355
	Iteration 50Q: 3 clusters Score -1143558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1143565.000000 Penalty: 4524.214355
	Iteration 51Q: 3 clusters Score -1143565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1143577.250000 Penalty: 4524.214355
	Iteration 52Q: 3 clusters Score -1143577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1143581.125000 Penalty: 4524.214355
	Iteration 53Q: 3 clusters Score -1143581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1143588.625000 Penalty: 4524.214355
	Iteration 54Q: 3 clusters Score -1143589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1143592.750000 Penalty: 4524.214355
	Iteration 55Q: 3 clusters Score -1143593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1143598.500000 Penalty: 4524.214355
	Iteration 56Q: 3 clusters Score -1143598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1143605.500000 Penalty: 4524.214355
	Iteration 57Q: 3 clusters Score -1143606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1143608.625000 Penalty: 4524.214355
	Iteration 58Q: 3 clusters Score -1143609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1143612.500000 Penalty: 4524.214355
	Iteration 59Q: 3 clusters Score -1143612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1143617.750000 Penalty: 4524.214355
	Iteration 60F: 3 clusters Score -1143618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1143625.625000 Penalty: 4524.214355
	Iteration 61Q: 3 clusters Score -1143626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1143631.875000 Penalty: 4524.214355
	Iteration 62Q: 3 clusters Score -1143632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1143636.375000 Penalty: 4524.214355
	Iteration 63Q: 3 clusters Score -1143636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1143641.000000 Penalty: 4524.214355
	Iteration 64Q: 3 clusters Score -1143641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1143643.625000 Penalty: 4524.214355
	Iteration 65Q: 3 clusters Score -1143644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1143647.875000 Penalty: 4524.214355
	Iteration 66Q: 3 clusters Score -1143648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1143650.500000 Penalty: 4524.214355
	Iteration 67Q: 3 clusters Score -1143650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1143654.250000 Penalty: 4524.214355
	Iteration 68Q: 3 clusters Score -1143654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1143659.875000 Penalty: 4524.214355
	Iteration 69Q: 3 clusters Score -1143660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1143668.875000 Penalty: 4524.214355
	Iteration 70Q: 3 clusters Score -1143669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1143681.625000 Penalty: 4524.214355
	Iteration 71Q: 3 clusters Score -1143682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1143688.750000 Penalty: 4524.214355
	Iteration 72Q: 3 clusters Score -1143689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1143697.875000 Penalty: 4524.214355
	Iteration 73Q: 3 clusters Score -1143698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1143703.625000 Penalty: 4524.214355
	Iteration 74Q: 3 clusters Score -1143704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1143713.750000 Penalty: 4524.214355
	Iteration 75Q: 3 clusters Score -1143714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1143718.375000 Penalty: 4524.214355
	Iteration 76Q: 3 clusters Score -1143718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1143727.625000 Penalty: 4524.214355
	Iteration 77Q: 3 clusters Score -1143728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1143733.875000 Penalty: 4524.214355
	Iteration 78Q: 3 clusters Score -1143734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1143741.750000 Penalty: 4524.214355
	Iteration 79Q: 3 clusters Score -1143742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1143747.125000 Penalty: 4524.214355
	Iteration 80F: 3 clusters Score -1143747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1143760.375000 Penalty: 4524.214355
	Iteration 81Q: 3 clusters Score -1143760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1143767.500000 Penalty: 4524.214355
	Iteration 82Q: 3 clusters Score -1143768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1143775.875000 Penalty: 4524.214355
	Iteration 83Q: 3 clusters Score -1143776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1143787.250000 Penalty: 4524.214355
	Iteration 84Q: 3 clusters Score -1143787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1143803.125000 Penalty: 4524.214355
	Iteration 85Q: 3 clusters Score -1143803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1143819.750000 Penalty: 4524.214355
	Iteration 86Q: 3 clusters Score -1143820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1143841.125000 Penalty: 4524.214355
	Iteration 87Q: 3 clusters Score -1143841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1143863.375000 Penalty: 4524.214355
	Iteration 88Q: 3 clusters Score -1143863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1143888.750000 Penalty: 4524.214355
	Iteration 89Q: 3 clusters Score -1143889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1143911.875000 Penalty: 4524.214355
	Iteration 90Q: 3 clusters Score -1143912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1143938.125000 Penalty: 4524.214355
	Iteration 91Q: 3 clusters Score -1143938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1143964.125000 Penalty: 4524.214355
	Iteration 92Q: 3 clusters Score -1143964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1143990.750000 Penalty: 4524.214355
	Iteration 93Q: 3 clusters Score -1143991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1144020.000000 Penalty: 4524.214355
	Iteration 94Q: 3 clusters Score -1144020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1144043.125000 Penalty: 4524.214355
	Iteration 95Q: 3 clusters Score -1144043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1144058.000000 Penalty: 4524.214355
	Iteration 96Q: 3 clusters Score -1144058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1144087.375000 Penalty: 4524.214355
	Iteration 97Q: 3 clusters Score -1144087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1144108.375000 Penalty: 4524.214355
	Iteration 98Q: 3 clusters Score -1144108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1144131.875000 Penalty: 4524.214355
	Iteration 99Q: 3 clusters Score -1144132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1144157.000000 Penalty: 4524.214355
	Iteration 100F: 3 clusters Score -1144157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1144175.375000 Penalty: 4524.214355
	Iteration 101Q: 3 clusters Score -1144175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1144194.250000 Penalty: 4524.214355
	Iteration 102Q: 3 clusters Score -1144194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1144220.000000 Penalty: 4524.214355
	Iteration 103Q: 3 clusters Score -1144220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1144237.625000 Penalty: 4524.214355
	Iteration 104Q: 3 clusters Score -1144238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1144248.125000 Penalty: 4524.214355
	Iteration 105Q: 3 clusters Score -1144248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1144256.500000 Penalty: 4524.214355
	Iteration 106Q: 3 clusters Score -1144256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1144266.500000 Penalty: 4524.214355
	Iteration 107Q: 3 clusters Score -1144266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1144278.125000 Penalty: 4524.214355
	Iteration 108Q: 3 clusters Score -1144278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1144286.000000 Penalty: 4524.214355
	Iteration 109Q: 3 clusters Score -1144286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1144290.250000 Penalty: 4524.214355
	Iteration 110Q: 3 clusters Score -1144290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1144294.750000 Penalty: 4524.214355
	Iteration 111Q: 3 clusters Score -1144295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1144301.750000 Penalty: 4524.214355
	Iteration 112Q: 3 clusters Score -1144302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1144304.375000 Penalty: 4524.214355
	Iteration 113Q: 3 clusters Score -1144304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1144311.625000 Penalty: 4524.214355
	Iteration 114Q: 3 clusters Score -1144312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1144310.875000 Penalty: 4524.214355
	Iteration 115Q: 3 clusters Score -1144311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1144316.250000 Penalty: 4524.214355
	Iteration 116Q: 3 clusters Score -1144316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1144321.000000 Penalty: 4524.214355
	Iteration 117Q: 3 clusters Score -1144321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1144322.500000 Penalty: 4524.214355
	Iteration 118Q: 3 clusters Score -1144322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1144322.625000 Penalty: 4524.214355
	Iteration 119Q: 3 clusters Score -1144323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1144324.000000 Penalty: 4524.214355
	Iteration 120F: 3 clusters Score -1144324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1144325.625000 Penalty: 4524.214355
	Iteration 121Q: 3 clusters Score -1144326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1144330.250000 Penalty: 4524.214355
	Iteration 122Q: 3 clusters Score -1144330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1144332.875000 Penalty: 4524.214355
	Iteration 123Q: 3 clusters Score -1144333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1144337.875000 Penalty: 4524.214355
	Iteration 124Q: 3 clusters Score -1144338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1144342.250000 Penalty: 4524.214355
	Iteration 125Q: 3 clusters Score -1144342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1144345.000000 Penalty: 4524.214355
	Iteration 126Q: 3 clusters Score -1144345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1144346.250000 Penalty: 4524.214355
	Iteration 127Q: 3 clusters Score -1144346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1144350.000000 Penalty: 4524.214355
	Iteration 128Q: 3 clusters Score -1144350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1144353.750000 Penalty: 4524.214355
	Iteration 129Q: 3 clusters Score -1144354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1144353.875000 Penalty: 4524.214355
	Iteration 130Q: 3 clusters Score -1144354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1144358.375000 Penalty: 4524.214355
	Iteration 131Q: 3 clusters Score -1144358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1144359.375000 Penalty: 4524.214355
	Iteration 132Q: 3 clusters Score -1144359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1144363.375000 Penalty: 4524.214355
	Iteration 133Q: 3 clusters Score -1144363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1144364.875000 Penalty: 4524.214355
	Iteration 134Q: 3 clusters Score -1144365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1144363.875000 Penalty: 4524.214355
	Iteration 135Q: 3 clusters Score -1144364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1144365.375000 Penalty: 4524.214355
	Iteration 136Q: 3 clusters Score -1144365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1144365.500000 Penalty: 4524.214355
	Iteration 137Q: 3 clusters Score -1144366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1144366.500000 Penalty: 4524.214355
	Iteration 138Q: 3 clusters Score -1144366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1144368.000000 Penalty: 4524.214355
	Iteration 139Q: 3 clusters Score -1144368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1144368.750000 Penalty: 4524.214355
	Iteration 140F: 3 clusters Score -1144369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1144369.375000 Penalty: 4524.214355
	Iteration 141Q: 3 clusters Score -1144369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1144369.375000 Penalty: 4524.214355
	Iteration 142F: 3 clusters Score -1144369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Entering Unmasked Estep 
Score: -3648426.000000 Penalty: 2536.193115
	Iteration 0F: 2 clusters Score -3648426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3629663.000000 Penalty: 5072.386230
	Iteration 0F: 3 clusters Score -3629663 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3636117.500000 Penalty: 5072.386230
	Iteration 1F: 3 clusters Score -3636118 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3636491.000000 Penalty: 5072.386230
	Iteration 2Q: 3 clusters Score -3636491 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3636873.000000 Penalty: 5072.386230
	Iteration 3Q: 3 clusters Score -3636873 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3637223.750000 Penalty: 5072.386230
	Iteration 4Q: 3 clusters Score -3637224 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3637613.500000 Penalty: 5072.386230
	Iteration 5Q: 3 clusters Score -3637614 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3638074.500000 Penalty: 5072.386230
	Iteration 6Q: 3 clusters Score -3638074 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3638599.750000 Penalty: 5072.386230
	Iteration 7Q: 3 clusters Score -3638600 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3639281.000000 Penalty: 5072.386230
	Iteration 8Q: 3 clusters Score -3639281 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3640257.250000 Penalty: 5072.386230
	Iteration 9F: 3 clusters Score -3640257 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3641521.750000 Penalty: 5072.386230
	Iteration 10F: 3 clusters Score -3641522 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3642896.250000 Penalty: 5072.386230
	Iteration 11F: 3 clusters Score -3642896 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3644196.750000 Penalty: 5072.386230
	Iteration 12F: 3 clusters Score -3644197 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3645130.000000 Penalty: 5072.386230
	Iteration 13Q: 3 clusters Score -3645130 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3645754.250000 Penalty: 5072.386230
	Iteration 14Q: 3 clusters Score -3645754 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3646144.750000 Penalty: 5072.386230
	Iteration 15Q: 3 clusters Score -3646145 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3646360.750000 Penalty: 5072.386230
	Iteration 16Q: 3 clusters Score -3646361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3646434.750000 Penalty: 5072.386230
	Iteration 17Q: 3 clusters Score -3646435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3646493.000000 Penalty: 5072.386230
	Iteration 18Q: 3 clusters Score -3646493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3646533.250000 Penalty: 5072.386230
	Iteration 19Q: 3 clusters Score -3646533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3646550.750000 Penalty: 5072.386230
	Iteration 20F: 3 clusters Score -3646551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3646581.750000 Penalty: 5072.386230
	Iteration 21Q: 3 clusters Score -3646582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3646593.000000 Penalty: 5072.386230
	Iteration 22Q: 3 clusters Score -3646593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3646609.500000 Penalty: 5072.386230
	Iteration 23Q: 3 clusters Score -3646610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3646616.500000 Penalty: 5072.386230
	Iteration 24Q: 3 clusters Score -3646616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3646617.000000 Penalty: 5072.386230
	Iteration 25Q: 3 clusters Score -3646617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3646619.750000 Penalty: 5072.386230
	Iteration 26Q: 3 clusters Score -3646620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3646620.000000 Penalty: 5072.386230
	Iteration 27Q: 3 clusters Score -3646620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3646626.500000 Penalty: 5072.386230
	Iteration 28Q: 3 clusters Score -3646626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3646628.000000 Penalty: 5072.386230
	Iteration 29Q: 3 clusters Score -3646628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3646626.500000 Penalty: 5072.386230
	Iteration 30Q: 3 clusters Score -3646626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3646626.500000 Penalty: 5072.386230
	Iteration 31F: 3 clusters Score -3646626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Entering Unmasked Estep 
Score: -2477033.500000 Penalty: 2439.927002
	Iteration 0F: 2 clusters Score -2477034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2463746.500000 Penalty: 4879.854004
	Iteration 0F: 3 clusters Score -2463746 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2468084.250000 Penalty: 4879.854004
	Iteration 1F: 3 clusters Score -2468084 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2468403.000000 Penalty: 4879.854004
	Iteration 2Q: 3 clusters Score -2468403 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2468705.500000 Penalty: 4879.854004
	Iteration 3Q: 3 clusters Score -2468706 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2468993.000000 Penalty: 4879.854004
	Iteration 4Q: 3 clusters Score -2468993 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2469293.500000 Penalty: 4879.854004
	Iteration 5Q: 3 clusters Score -2469294 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2469605.500000 Penalty: 4879.854004
	Iteration 6Q: 3 clusters Score -2469606 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2469997.250000 Penalty: 4879.854004
	Iteration 7Q: 3 clusters Score -2469997 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2470491.500000 Penalty: 4879.854004
	Iteration 8Q: 3 clusters Score -2470492 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2471179.500000 Penalty: 4879.854004
	Iteration 9F: 3 clusters Score -2471180 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2472025.500000 Penalty: 4879.854004
	Iteration 10F: 3 clusters Score -2472026 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2472878.750000 Penalty: 4879.854004
	Iteration 11F: 3 clusters Score -2472879 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2473601.750000 Penalty: 4879.854004
	Iteration 12Q: 3 clusters Score -2473602 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2474154.500000 Penalty: 4879.854004
	Iteration 13Q: 3 clusters Score -2474154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2474535.750000 Penalty: 4879.854004
	Iteration 14Q: 3 clusters Score -2474536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2474818.250000 Penalty: 4879.854004
	Iteration 15Q: 3 clusters Score -2474818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2474993.000000 Penalty: 4879.854004
	Iteration 16Q: 3 clusters Score -2474993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2475078.000000 Penalty: 4879.854004
	Iteration 17Q: 3 clusters Score -2475078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2475126.750000 Penalty: 4879.854004
	Iteration 18Q: 3 clusters Score -2475127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2475171.750000 Penalty: 4879.854004
	Iteration 19Q: 3 clusters Score -2475172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2475188.500000 Penalty: 4879.854004
	Iteration 20F: 3 clusters Score -2475188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2475212.750000 Penalty: 4879.854004
	Iteration 21Q: 3 clusters Score -2475213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2475225.000000 Penalty: 4879.854004
	Iteration 22Q: 3 clusters Score -2475225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2475239.000000 Penalty: 4879.854004
	Iteration 23Q: 3 clusters Score -2475239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2475249.250000 Penalty: 4879.854004
	Iteration 24Q: 3 clusters Score -2475249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2475259.750000 Penalty: 4879.854004
	Iteration 25Q: 3 clusters Score -2475260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2475273.750000 Penalty: 4879.854004
	Iteration 26Q: 3 clusters Score -2475274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2475281.500000 Penalty: 4879.854004
	Iteration 27Q: 3 clusters Score -2475282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2475285.500000 Penalty: 4879.854004
	Iteration 28Q: 3 clusters Score -2475286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2475285.500000 Penalty: 4879.854004
	Iteration 29Q: 3 clusters Score -2475286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2475290.500000 Penalty: 4879.854004
	Iteration 30Q: 3 clusters Score -2475290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2475294.250000 Penalty: 4879.854004
	Iteration 31Q: 3 clusters Score -2475294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2475296.750000 Penalty: 4879.854004
	Iteration 32Q: 3 clusters Score -2475297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2475299.250000 Penalty: 4879.854004
	Iteration 33Q: 3 clusters Score -2475299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2475302.000000 Penalty: 4879.854004
	Iteration 34Q: 3 clusters Score -2475302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2475305.750000 Penalty: 4879.854004
	Iteration 35Q: 3 clusters Score -2475306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2475306.500000 Penalty: 4879.854004
	Iteration 36Q: 3 clusters Score -2475306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2475308.500000 Penalty: 4879.854004
	Iteration 37Q: 3 clusters Score -2475308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2475308.000000 Penalty: 4879.854004
	Iteration 38Q: 3 clusters Score -2475308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2475308.000000 Penalty: 4879.854004
	Iteration 39F: 3 clusters Score -2475308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -319432.531250 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -319432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316450.062500 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -316450.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -316998.500000 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -316998.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -317160.968750 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -317161 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -317267.093750 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -317267.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -317326.343750 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -317326.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -317354.843750 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -317354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317375.875000 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -317375.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -317398.156250 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -317398.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317410.375000 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -317410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -317420.031250 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -317420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -317431.468750 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -317431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317442.187500 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -317442.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -317452.250000 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -317452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -317460.562500 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -317460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317466.843750 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -317466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -317474.687500 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -317474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -317480.718750 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -317480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317486.000000 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -317486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -317488.937500 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -317488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -317492.875000 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -317492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317493.312500 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -317493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -317495.718750 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -317495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317496.218750 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -317496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317496.218750 Penalty: 3885.465576
	Iteration 23F: 3 clusters Score -317496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -1695176.125000 Penalty: 2360.183350
	Iteration 0F: 2 clusters Score -1695176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1685229.125000 Penalty: 4720.366699
	Iteration 0F: 3 clusters Score -1685229 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1688381.125000 Penalty: 4720.366699
	Iteration 1F: 3 clusters Score -1688381 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1688882.125000 Penalty: 4720.366699
	Iteration 2F: 3 clusters Score -1688882 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1689292.375000 Penalty: 4720.366699
	Iteration 3F: 3 clusters Score -1689292 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1689718.750000 Penalty: 4720.366699
	Iteration 4F: 3 clusters Score -1689719 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1690219.750000 Penalty: 4720.366699
	Iteration 5F: 3 clusters Score -1690220 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1690652.500000 Penalty: 4720.366699
	Iteration 6F: 3 clusters Score -1690652 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1691017.250000 Penalty: 4720.366699
	Iteration 7Q: 3 clusters Score -1691017 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1691292.875000 Penalty: 4720.366699
	Iteration 8Q: 3 clusters Score -1691293 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1691518.000000 Penalty: 4720.366699
	Iteration 9Q: 3 clusters Score -1691518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1691729.625000 Penalty: 4720.366699
	Iteration 10Q: 3 clusters Score -1691730 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1691951.500000 Penalty: 4720.366699
	Iteration 11Q: 3 clusters Score -1691952 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1692192.500000 Penalty: 4720.366699
	Iteration 12Q: 3 clusters Score -1692192 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1692496.125000 Penalty: 4720.366699
	Iteration 13Q: 3 clusters Score -1692496 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1692883.000000 Penalty: 4720.366699
	Iteration 14Q: 3 clusters Score -1692883 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1693329.250000 Penalty: 4720.366699
	Iteration 15Q: 3 clusters Score -1693329 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1693713.875000 Penalty: 4720.366699
	Iteration 16Q: 3 clusters Score -1693714 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1693991.875000 Penalty: 4720.366699
	Iteration 17Q: 3 clusters Score -1693992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1694103.250000 Penalty: 4720.366699
	Iteration 18Q: 3 clusters Score -1694103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1694151.125000 Penalty: 4720.366699
	Iteration 19Q: 3 clusters Score -1694151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1694178.125000 Penalty: 4720.366699
	Iteration 20F: 3 clusters Score -1694178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1694199.625000 Penalty: 4720.366699
	Iteration 21Q: 3 clusters Score -1694200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1694216.750000 Penalty: 4720.366699
	Iteration 22Q: 3 clusters Score -1694217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1694226.875000 Penalty: 4720.366699
	Iteration 23Q: 3 clusters Score -1694227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1694242.000000 Penalty: 4720.366699
	Iteration 24Q: 3 clusters Score -1694242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1694255.750000 Penalty: 4720.366699
	Iteration 25Q: 3 clusters Score -1694256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1694265.125000 Penalty: 4720.366699
	Iteration 26Q: 3 clusters Score -1694265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1694280.750000 Penalty: 4720.366699
	Iteration 27Q: 3 clusters Score -1694281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1694291.750000 Penalty: 4720.366699
	Iteration 28Q: 3 clusters Score -1694292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1694298.375000 Penalty: 4720.366699
	Iteration 29Q: 3 clusters Score -1694298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1694309.875000 Penalty: 4720.366699
	Iteration 30Q: 3 clusters Score -1694310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1694313.375000 Penalty: 4720.366699
	Iteration 31Q: 3 clusters Score -1694313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1694324.750000 Penalty: 4720.366699
	Iteration 32Q: 3 clusters Score -1694325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1694337.375000 Penalty: 4720.366699
	Iteration 33Q: 3 clusters Score -1694337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1694354.250000 Penalty: 4720.366699
	Iteration 34Q: 3 clusters Score -1694354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1694388.625000 Penalty: 4720.366699
	Iteration 35Q: 3 clusters Score -1694389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1694428.000000 Penalty: 4720.366699
	Iteration 36Q: 3 clusters Score -1694428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1694445.750000 Penalty: 4720.366699
	Iteration 37Q: 3 clusters Score -1694446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1694470.500000 Penalty: 4720.366699
	Iteration 38Q: 3 clusters Score -1694470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1694483.625000 Penalty: 4720.366699
	Iteration 39Q: 3 clusters Score -1694484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1694495.375000 Penalty: 4720.366699
	Iteration 40F: 3 clusters Score -1694495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1694495.750000 Penalty: 4720.366699
	Iteration 41Q: 3 clusters Score -1694496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1694498.000000 Penalty: 4720.366699
	Iteration 42Q: 3 clusters Score -1694498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1694495.625000 Penalty: 4720.366699
	Iteration 43Q: 3 clusters Score -1694496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1694498.875000 Penalty: 4720.366699
	Iteration 44Q: 3 clusters Score -1694499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1694497.500000 Penalty: 4720.366699
	Iteration 45Q: 3 clusters Score -1694498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1694497.500000 Penalty: 4720.366699
	Iteration 46F: 3 clusters Score -1694498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -130667.554688 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -130667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128524.468750 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -128524.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -129109.054688 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -129109.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129356.773438 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -129356.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -129536.234375 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -129536.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129659.367188 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -129659.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129736.109375 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -129736.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129794.640625 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -129794.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -129875.953125 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -129876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129956.765625 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -129956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -130098.703125 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -130098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130149.000000 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -130149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -130202.203125 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -130202.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -130277.210938 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -130277.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -130321.976562 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -130322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -130374.945312 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -130374.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -130413.328125 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -130413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -130440.617188 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -130440.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -130472.859375 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -130472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -130487.695312 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -130487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -130534.734375 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -130534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -130584.226562 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -130584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -130664.343750 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -130664.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -130741.203125 Penalty: 3590.650635
	Iteration 22Q: 3 clusters Score -130741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -130760.390625 Penalty: 3590.650635
	Iteration 23Q: 3 clusters Score -130760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -130769.023438 Penalty: 3590.650635
	Iteration 24Q: 3 clusters Score -130769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -130769.828125 Penalty: 3590.650635
	Iteration 25Q: 3 clusters Score -130769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -130773.093750 Penalty: 3590.650635
	Iteration 26Q: 3 clusters Score -130773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -130773.812500 Penalty: 3590.650635
	Iteration 27Q: 3 clusters Score -130773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -130773.812500 Penalty: 3590.650635
	Iteration 28F: 3 clusters Score -130773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 71377 members 
Mstep: Class 9 contains 328508 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 36250 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 22 contains 22608 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16039 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51625 members 
Mstep: Class 30 contains 14796 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 1152 members 
Entering Unmasked Estep 
Score: -104952952.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104954352.000000 to -104952952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Entering Unmasked Estep 
Score: -1304815.000000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1304815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1296999.750000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1297000 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1299248.250000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1299248 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1299544.250000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1299544 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1299805.875000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1299806 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1300041.250000 Penalty: 4579.655762
	Iteration 4Q: 3 clusters Score -1300041 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1300270.750000 Penalty: 4579.655762
	Iteration 5Q: 3 clusters Score -1300271 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1300508.875000 Penalty: 4579.655762
	Iteration 6Q: 3 clusters Score -1300509 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1300766.000000 Penalty: 4579.655762
	Iteration 7Q: 3 clusters Score -1300766 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1301037.625000 Penalty: 4579.655762
	Iteration 8Q: 3 clusters Score -1301038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1301325.875000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1301326 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1301645.250000 Penalty: 4579.655762
	Iteration 10Q: 3 clusters Score -1301645 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1301933.750000 Penalty: 4579.655762
	Iteration 11Q: 3 clusters Score -1301934 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1302220.250000 Penalty: 4579.655762
	Iteration 12Q: 3 clusters Score -1302220 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1302471.750000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1302472 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1302671.500000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1302672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1302800.500000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1302800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1302870.000000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1302870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1302917.625000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1302918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1302950.500000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1302950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1302980.375000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1302980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1303001.500000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1303002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1303014.875000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1303015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1303023.625000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1303024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1303032.875000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1303033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1303041.625000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1303042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1303045.375000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1303045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1303050.500000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1303050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1303053.250000 Penalty: 4579.655762
	Iteration 27Q: 3 clusters Score -1303053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1303059.875000 Penalty: 4579.655762
	Iteration 28Q: 3 clusters Score -1303060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1303065.875000 Penalty: 4579.655762
	Iteration 29Q: 3 clusters Score -1303066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1303069.875000 Penalty: 4579.655762
	Iteration 30Q: 3 clusters Score -1303070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1303069.500000 Penalty: 4579.655762
	Iteration 31Q: 3 clusters Score -1303070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1303070.875000 Penalty: 4579.655762
	Iteration 32Q: 3 clusters Score -1303071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1303072.250000 Penalty: 4579.655762
	Iteration 33Q: 3 clusters Score -1303072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1303072.375000 Penalty: 4579.655762
	Iteration 34Q: 3 clusters Score -1303072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1303074.375000 Penalty: 4579.655762
	Iteration 35Q: 3 clusters Score -1303074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1303074.375000 Penalty: 4579.655762
	Iteration 36F: 3 clusters Score -1303074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Entering Unmasked Estep 
Score: -4715545.500000 Penalty: 2603.552246
	Iteration 0F: 2 clusters Score -4715546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4691061.000000 Penalty: 5207.104492
	Iteration 0F: 3 clusters Score -4691061 nChanged 16404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4700078.500000 Penalty: 5207.104492
	Iteration 1F: 3 clusters Score -4700078 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4700724.500000 Penalty: 5207.104492
	Iteration 2Q: 3 clusters Score -4700724 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4701391.000000 Penalty: 5207.104492
	Iteration 3Q: 3 clusters Score -4701391 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4702294.500000 Penalty: 5207.104492
	Iteration 4F: 3 clusters Score -4702294 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4703409.500000 Penalty: 5207.104492
	Iteration 5F: 3 clusters Score -4703410 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4704868.000000 Penalty: 5207.104492
	Iteration 6F: 3 clusters Score -4704868 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4706457.500000 Penalty: 5207.104492
	Iteration 7F: 3 clusters Score -4706458 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4708203.500000 Penalty: 5207.104492
	Iteration 8F: 3 clusters Score -4708204 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4709979.500000 Penalty: 5207.104492
	Iteration 9F: 3 clusters Score -4709980 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4711476.000000 Penalty: 5207.104492
	Iteration 10Q: 3 clusters Score -4711476 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4712178.500000 Penalty: 5207.104492
	Iteration 11Q: 3 clusters Score -4712178 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4712417.000000 Penalty: 5207.104492
	Iteration 12Q: 3 clusters Score -4712417 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4712587.500000 Penalty: 5207.104492
	Iteration 13Q: 3 clusters Score -4712588 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4712696.500000 Penalty: 5207.104492
	Iteration 14Q: 3 clusters Score -4712696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4712812.500000 Penalty: 5207.104492
	Iteration 15Q: 3 clusters Score -4712812 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4712929.000000 Penalty: 5207.104492
	Iteration 16Q: 3 clusters Score -4712929 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4713010.500000 Penalty: 5207.104492
	Iteration 17Q: 3 clusters Score -4713010 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4713132.500000 Penalty: 5207.104492
	Iteration 18Q: 3 clusters Score -4713132 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4713267.500000 Penalty: 5207.104492
	Iteration 19Q: 3 clusters Score -4713268 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4713397.000000 Penalty: 5207.104492
	Iteration 20F: 3 clusters Score -4713397 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4713507.000000 Penalty: 5207.104492
	Iteration 21Q: 3 clusters Score -4713507 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4713629.000000 Penalty: 5207.104492
	Iteration 22Q: 3 clusters Score -4713629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4713744.000000 Penalty: 5207.104492
	Iteration 23Q: 3 clusters Score -4713744 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4713847.500000 Penalty: 5207.104492
	Iteration 24Q: 3 clusters Score -4713848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4713929.500000 Penalty: 5207.104492
	Iteration 25Q: 3 clusters Score -4713930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4713988.500000 Penalty: 5207.104492
	Iteration 26Q: 3 clusters Score -4713988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4714036.500000 Penalty: 5207.104492
	Iteration 27Q: 3 clusters Score -4714036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4714058.000000 Penalty: 5207.104492
	Iteration 28Q: 3 clusters Score -4714058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4714071.000000 Penalty: 5207.104492
	Iteration 29Q: 3 clusters Score -4714071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4714092.000000 Penalty: 5207.104492
	Iteration 30Q: 3 clusters Score -4714092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4714107.500000 Penalty: 5207.104492
	Iteration 31Q: 3 clusters Score -4714108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4714120.500000 Penalty: 5207.104492
	Iteration 32Q: 3 clusters Score -4714120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4714134.000000 Penalty: 5207.104492
	Iteration 33Q: 3 clusters Score -4714134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4714128.500000 Penalty: 5207.104492
	Iteration 34Q: 3 clusters Score -4714128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4714139.000000 Penalty: 5207.104492
	Iteration 35Q: 3 clusters Score -4714139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4714155.000000 Penalty: 5207.104492
	Iteration 36Q: 3 clusters Score -4714155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4714161.500000 Penalty: 5207.104492
	Iteration 37Q: 3 clusters Score -4714162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4714156.500000 Penalty: 5207.104492
	Iteration 38Q: 3 clusters Score -4714156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4714148.500000 Penalty: 5207.104492
	Iteration 39Q: 3 clusters Score -4714148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4714157.000000 Penalty: 5207.104492
	Iteration 40F: 3 clusters Score -4714157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4714168.000000 Penalty: 5207.104492
	Iteration 41Q: 3 clusters Score -4714168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4714171.000000 Penalty: 5207.104492
	Iteration 42Q: 3 clusters Score -4714171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4714169.500000 Penalty: 5207.104492
	Iteration 43Q: 3 clusters Score -4714170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4714175.000000 Penalty: 5207.104492
	Iteration 44Q: 3 clusters Score -4714175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4714174.000000 Penalty: 5207.104492
	Iteration 45Q: 3 clusters Score -4714174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4714176.000000 Penalty: 5207.104492
	Iteration 46Q: 3 clusters Score -4714176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4714177.000000 Penalty: 5207.104492
	Iteration 47Q: 3 clusters Score -4714177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4714173.000000 Penalty: 5207.104492
	Iteration 48Q: 3 clusters Score -4714173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4714171.000000 Penalty: 5207.104492
	Iteration 49Q: 3 clusters Score -4714171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4714168.500000 Penalty: 5207.104492
	Iteration 50Q: 3 clusters Score -4714168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4714170.000000 Penalty: 5207.104492
	Iteration 51Q: 3 clusters Score -4714170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4714168.500000 Penalty: 5207.104492
	Iteration 52Q: 3 clusters Score -4714168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4714172.500000 Penalty: 5207.104492
	Iteration 53Q: 3 clusters Score -4714172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4714170.500000 Penalty: 5207.104492
	Iteration 54Q: 3 clusters Score -4714170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4714176.500000 Penalty: 5207.104492
	Iteration 55Q: 3 clusters Score -4714176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4714171.000000 Penalty: 5207.104492
	Iteration 56Q: 3 clusters Score -4714171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4714173.500000 Penalty: 5207.104492
	Iteration 57Q: 3 clusters Score -4714174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4714177.000000 Penalty: 5207.104492
	Iteration 58Q: 3 clusters Score -4714177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4714171.500000 Penalty: 5207.104492
	Iteration 59Q: 3 clusters Score -4714172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4714168.000000 Penalty: 5207.104492
	Iteration 60F: 3 clusters Score -4714168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4714173.000000 Penalty: 5207.104492
	Iteration 61Q: 3 clusters Score -4714173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4714170.500000 Penalty: 5207.104492
	Iteration 62Q: 3 clusters Score -4714170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4714160.500000 Penalty: 5207.104492
	Iteration 63Q: 3 clusters Score -4714160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4714167.500000 Penalty: 5207.104492
	Iteration 64Q: 3 clusters Score -4714168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4714167.500000 Penalty: 5207.104492
	Iteration 65F: 3 clusters Score -4714168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 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 225 members 
Entering Unmasked Estep 
Score: -44970.781250 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44970.78 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45374.964844 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45374.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45694.570312 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45694.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45889.281250 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -45889.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46027.273438 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -46027.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46115.289062 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -46115.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46161.671875 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -46161.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -46198.597656 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -46198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46229.753906 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -46229.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46245.785156 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -46245.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46250.824219 Penalty: 3026.869141
	Iteration 10F: 3 clusters Score -46250.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46302.386719 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -46302.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46320.488281 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -46320.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46320.488281 Penalty: 3026.869141
	Iteration 13F: 3 clusters Score -46320.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Entering Unmasked Estep 
Score: -5442394.500000 Penalty: 2644.443115
	Iteration 0F: 2 clusters Score -5442394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5413484.500000 Penalty: 5288.886230
	Iteration 0F: 3 clusters Score -5413484 nChanged 19559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5424164.000000 Penalty: 5288.886230
	Iteration 1F: 3 clusters Score -5424164 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5424645.000000 Penalty: 5288.886230
	Iteration 2Q: 3 clusters Score -5424645 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5425059.000000 Penalty: 5288.886230
	Iteration 3Q: 3 clusters Score -5425059 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5425402.500000 Penalty: 5288.886230
	Iteration 4Q: 3 clusters Score -5425402 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5425757.500000 Penalty: 5288.886230
	Iteration 5Q: 3 clusters Score -5425758 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5426159.000000 Penalty: 5288.886230
	Iteration 6Q: 3 clusters Score -5426159 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -5426726.500000 Penalty: 5288.886230
	Iteration 7Q: 3 clusters Score -5426726 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5427359.000000 Penalty: 5288.886230
	Iteration 8Q: 3 clusters Score -5427359 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5428135.000000 Penalty: 5288.886230
	Iteration 9Q: 3 clusters Score -5428135 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5429072.500000 Penalty: 5288.886230
	Iteration 10Q: 3 clusters Score -5429072 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5430079.000000 Penalty: 5288.886230
	Iteration 11Q: 3 clusters Score -5430079 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5431200.500000 Penalty: 5288.886230
	Iteration 12Q: 3 clusters Score -5431200 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5432531.000000 Penalty: 5288.886230
	Iteration 13F: 3 clusters Score -5432531 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5434038.500000 Penalty: 5288.886230
	Iteration 14F: 3 clusters Score -5434038 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5435675.000000 Penalty: 5288.886230
	Iteration 15Q: 3 clusters Score -5435675 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5437306.500000 Penalty: 5288.886230
	Iteration 16Q: 3 clusters Score -5437306 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5438596.500000 Penalty: 5288.886230
	Iteration 17Q: 3 clusters Score -5438596 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5439382.500000 Penalty: 5288.886230
	Iteration 18Q: 3 clusters Score -5439382 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5439778.000000 Penalty: 5288.886230
	Iteration 19Q: 3 clusters Score -5439778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5439937.500000 Penalty: 5288.886230
	Iteration 20F: 3 clusters Score -5439938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5440026.500000 Penalty: 5288.886230
	Iteration 21Q: 3 clusters Score -5440026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5440081.000000 Penalty: 5288.886230
	Iteration 22Q: 3 clusters Score -5440081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5440109.500000 Penalty: 5288.886230
	Iteration 23Q: 3 clusters Score -5440110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5440118.500000 Penalty: 5288.886230
	Iteration 24Q: 3 clusters Score -5440118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5440128.000000 Penalty: 5288.886230
	Iteration 25Q: 3 clusters Score -5440128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5440132.500000 Penalty: 5288.886230
	Iteration 26Q: 3 clusters Score -5440132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5440134.000000 Penalty: 5288.886230
	Iteration 27Q: 3 clusters Score -5440134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5440134.500000 Penalty: 5288.886230
	Iteration 28Q: 3 clusters Score -5440134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5440139.000000 Penalty: 5288.886230
	Iteration 29Q: 3 clusters Score -5440139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5440150.500000 Penalty: 5288.886230
	Iteration 30Q: 3 clusters Score -5440150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5440147.500000 Penalty: 5288.886230
	Iteration 31Q: 3 clusters Score -5440148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5440147.500000 Penalty: 5288.886230
	Iteration 32F: 3 clusters Score -5440148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Entering Unmasked Estep 
Score: -2902828.750000 Penalty: 2486.462646
	Iteration 0F: 2 clusters Score -2902829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2887078.000000 Penalty: 4972.925293
	Iteration 0F: 3 clusters Score -2887078 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2892529.000000 Penalty: 4972.925293
	Iteration 1F: 3 clusters Score -2892529 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2893048.750000 Penalty: 4972.925293
	Iteration 2F: 3 clusters Score -2893049 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2893580.000000 Penalty: 4972.925293
	Iteration 3F: 3 clusters Score -2893580 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2894100.500000 Penalty: 4972.925293
	Iteration 4Q: 3 clusters Score -2894100 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2894664.250000 Penalty: 4972.925293
	Iteration 5Q: 3 clusters Score -2894664 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2895267.250000 Penalty: 4972.925293
	Iteration 6Q: 3 clusters Score -2895267 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2895898.250000 Penalty: 4972.925293
	Iteration 7Q: 3 clusters Score -2895898 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2896526.000000 Penalty: 4972.925293
	Iteration 8Q: 3 clusters Score -2896526 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2897253.250000 Penalty: 4972.925293
	Iteration 9Q: 3 clusters Score -2897253 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2898036.750000 Penalty: 4972.925293
	Iteration 10Q: 3 clusters Score -2898037 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2898766.750000 Penalty: 4972.925293
	Iteration 11Q: 3 clusters Score -2898767 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2899452.500000 Penalty: 4972.925293
	Iteration 12Q: 3 clusters Score -2899452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2899963.000000 Penalty: 4972.925293
	Iteration 13Q: 3 clusters Score -2899963 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2900281.750000 Penalty: 4972.925293
	Iteration 14Q: 3 clusters Score -2900282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2900511.750000 Penalty: 4972.925293
	Iteration 15Q: 3 clusters Score -2900512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2900641.500000 Penalty: 4972.925293
	Iteration 16Q: 3 clusters Score -2900642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2900710.000000 Penalty: 4972.925293
	Iteration 17Q: 3 clusters Score -2900710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2900763.000000 Penalty: 4972.925293
	Iteration 18Q: 3 clusters Score -2900763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2900789.500000 Penalty: 4972.925293
	Iteration 19Q: 3 clusters Score -2900790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2900803.250000 Penalty: 4972.925293
	Iteration 20F: 3 clusters Score -2900803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2900818.250000 Penalty: 4972.925293
	Iteration 21Q: 3 clusters Score -2900818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2900829.500000 Penalty: 4972.925293
	Iteration 22Q: 3 clusters Score -2900830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2900829.750000 Penalty: 4972.925293
	Iteration 23Q: 3 clusters Score -2900830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2900833.500000 Penalty: 4972.925293
	Iteration 24Q: 3 clusters Score -2900834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2900842.500000 Penalty: 4972.925293
	Iteration 25Q: 3 clusters Score -2900842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2900839.250000 Penalty: 4972.925293
	Iteration 26Q: 3 clusters Score -2900839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2900839.000000 Penalty: 4972.925293
	Iteration 27Q: 3 clusters Score -2900839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2900847.500000 Penalty: 4972.925293
	Iteration 28Q: 3 clusters Score -2900848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2900851.000000 Penalty: 4972.925293
	Iteration 29Q: 3 clusters Score -2900851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2900852.000000 Penalty: 4972.925293
	Iteration 30Q: 3 clusters Score -2900852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2900853.500000 Penalty: 4972.925293
	Iteration 31Q: 3 clusters Score -2900854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2900852.500000 Penalty: 4972.925293
	Iteration 32Q: 3 clusters Score -2900852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2900851.750000 Penalty: 4972.925293
	Iteration 33Q: 3 clusters Score -2900852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2900857.250000 Penalty: 4972.925293
	Iteration 34Q: 3 clusters Score -2900857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2900857.500000 Penalty: 4972.925293
	Iteration 35Q: 3 clusters Score -2900858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2900857.000000 Penalty: 4972.925293
	Iteration 36Q: 3 clusters Score -2900857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2900856.500000 Penalty: 4972.925293
	Iteration 37Q: 3 clusters Score -2900856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2900858.250000 Penalty: 4972.925293
	Iteration 38Q: 3 clusters Score -2900858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2900858.250000 Penalty: 4972.925293
	Iteration 39Q: 3 clusters Score -2900858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2900858.250000 Penalty: 4972.925293
	Iteration 40F: 3 clusters Score -2900858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -528312.562500 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -528312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -524280.968750 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -524281 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -525362.500000 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -525362.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -525699.312500 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -525699.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -525940.500000 Penalty: 4152.824707
	Iteration 3F: 3 clusters Score -525940.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -526172.062500 Penalty: 4152.824707
	Iteration 4F: 3 clusters Score -526172.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -526384.625000 Penalty: 4152.824707
	Iteration 5F: 3 clusters Score -526384.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -526567.937500 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -526567.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -526696.812500 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -526696.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -526807.437500 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -526807.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -526886.312500 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -526886.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -526958.062500 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -526958.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -527019.937500 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -527019.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -527053.937500 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -527053.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -527083.375000 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -527083.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -527102.937500 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -527102.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -527117.500000 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -527117.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -527124.812500 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -527124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -527128.937500 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -527128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -527129.437500 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -527129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -527130.187500 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -527130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -527129.375000 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -527129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Entering Unmasked Estep 
Score: -1710050.125000 Penalty: 2387.154785
	Iteration 0F: 2 clusters Score -1710050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1699138.750000 Penalty: 4774.309570
	Iteration 0F: 3 clusters Score -1699139 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1702723.375000 Penalty: 4774.309570
	Iteration 1F: 3 clusters Score -1702723 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1703288.125000 Penalty: 4774.309570
	Iteration 2F: 3 clusters Score -1703288 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1703768.750000 Penalty: 4774.309570
	Iteration 3F: 3 clusters Score -1703769 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1704235.125000 Penalty: 4774.309570
	Iteration 4F: 3 clusters Score -1704235 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1704745.625000 Penalty: 4774.309570
	Iteration 5F: 3 clusters Score -1704746 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1705181.375000 Penalty: 4774.309570
	Iteration 6F: 3 clusters Score -1705181 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1705512.750000 Penalty: 4774.309570
	Iteration 7Q: 3 clusters Score -1705513 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1705777.750000 Penalty: 4774.309570
	Iteration 8Q: 3 clusters Score -1705778 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1705977.625000 Penalty: 4774.309570
	Iteration 9Q: 3 clusters Score -1705978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1706138.125000 Penalty: 4774.309570
	Iteration 10Q: 3 clusters Score -1706138 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1706258.375000 Penalty: 4774.309570
	Iteration 11Q: 3 clusters Score -1706258 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1706357.875000 Penalty: 4774.309570
	Iteration 12Q: 3 clusters Score -1706358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1706458.875000 Penalty: 4774.309570
	Iteration 13Q: 3 clusters Score -1706459 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1706536.875000 Penalty: 4774.309570
	Iteration 14Q: 3 clusters Score -1706537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1706632.375000 Penalty: 4774.309570
	Iteration 15Q: 3 clusters Score -1706632 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1706734.875000 Penalty: 4774.309570
	Iteration 16Q: 3 clusters Score -1706735 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1706837.500000 Penalty: 4774.309570
	Iteration 17Q: 3 clusters Score -1706838 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1706951.125000 Penalty: 4774.309570
	Iteration 18Q: 3 clusters Score -1706951 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1707073.750000 Penalty: 4774.309570
	Iteration 19Q: 3 clusters Score -1707074 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1707243.250000 Penalty: 4774.309570
	Iteration 20F: 3 clusters Score -1707243 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1707464.375000 Penalty: 4774.309570
	Iteration 21Q: 3 clusters Score -1707464 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1707719.375000 Penalty: 4774.309570
	Iteration 22Q: 3 clusters Score -1707719 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1708018.375000 Penalty: 4774.309570
	Iteration 23Q: 3 clusters Score -1708018 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1708371.375000 Penalty: 4774.309570
	Iteration 24Q: 3 clusters Score -1708371 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1708722.625000 Penalty: 4774.309570
	Iteration 25Q: 3 clusters Score -1708723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1708980.875000 Penalty: 4774.309570
	Iteration 26Q: 3 clusters Score -1708981 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1709138.750000 Penalty: 4774.309570
	Iteration 27Q: 3 clusters Score -1709139 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1709203.500000 Penalty: 4774.309570
	Iteration 28Q: 3 clusters Score -1709204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1709238.875000 Penalty: 4774.309570
	Iteration 29Q: 3 clusters Score -1709239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1709262.000000 Penalty: 4774.309570
	Iteration 30Q: 3 clusters Score -1709262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1709267.625000 Penalty: 4774.309570
	Iteration 31Q: 3 clusters Score -1709268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1709272.125000 Penalty: 4774.309570
	Iteration 32Q: 3 clusters Score -1709272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1709280.250000 Penalty: 4774.309570
	Iteration 33Q: 3 clusters Score -1709280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1709279.375000 Penalty: 4774.309570
	Iteration 34Q: 3 clusters Score -1709279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1709277.875000 Penalty: 4774.309570
	Iteration 35Q: 3 clusters Score -1709278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1709281.750000 Penalty: 4774.309570
	Iteration 36Q: 3 clusters Score -1709282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1709284.250000 Penalty: 4774.309570
	Iteration 37Q: 3 clusters Score -1709284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1709287.875000 Penalty: 4774.309570
	Iteration 38Q: 3 clusters Score -1709288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1709292.125000 Penalty: 4774.309570
	Iteration 39Q: 3 clusters Score -1709292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1709287.500000 Penalty: 4774.309570
	Iteration 40F: 3 clusters Score -1709288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1709289.000000 Penalty: 4774.309570
	Iteration 41Q: 3 clusters Score -1709289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1709286.375000 Penalty: 4774.309570
	Iteration 42Q: 3 clusters Score -1709286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1709289.375000 Penalty: 4774.309570
	Iteration 43Q: 3 clusters Score -1709289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1709284.125000 Penalty: 4774.309570
	Iteration 44Q: 3 clusters Score -1709284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1709286.375000 Penalty: 4774.309570
	Iteration 45Q: 3 clusters Score -1709286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1709284.750000 Penalty: 4774.309570
	Iteration 46Q: 3 clusters Score -1709285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1709284.750000 Penalty: 4774.309570
	Iteration 47F: 3 clusters Score -1709285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -2117589.500000 Penalty: 2401.329102
	Iteration 0F: 2 clusters Score -2117590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2106142.500000 Penalty: 4802.658203
	Iteration 0F: 3 clusters Score -2106142 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2109723.500000 Penalty: 4802.658203
	Iteration 1F: 3 clusters Score -2109724 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2110078.500000 Penalty: 4802.658203
	Iteration 2F: 3 clusters Score -2110078 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2110360.500000 Penalty: 4802.658203
	Iteration 3Q: 3 clusters Score -2110360 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2110586.250000 Penalty: 4802.658203
	Iteration 4Q: 3 clusters Score -2110586 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2110783.500000 Penalty: 4802.658203
	Iteration 5Q: 3 clusters Score -2110784 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2110969.250000 Penalty: 4802.658203
	Iteration 6Q: 3 clusters Score -2110969 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2111172.750000 Penalty: 4802.658203
	Iteration 7Q: 3 clusters Score -2111173 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2111432.000000 Penalty: 4802.658203
	Iteration 8Q: 3 clusters Score -2111432 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2111774.250000 Penalty: 4802.658203
	Iteration 9Q: 3 clusters Score -2111774 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2112207.250000 Penalty: 4802.658203
	Iteration 10Q: 3 clusters Score -2112207 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2112675.000000 Penalty: 4802.658203
	Iteration 11Q: 3 clusters Score -2112675 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2113223.000000 Penalty: 4802.658203
	Iteration 12Q: 3 clusters Score -2113223 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2113776.000000 Penalty: 4802.658203
	Iteration 13Q: 3 clusters Score -2113776 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2114314.500000 Penalty: 4802.658203
	Iteration 14Q: 3 clusters Score -2114314 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2114736.250000 Penalty: 4802.658203
	Iteration 15Q: 3 clusters Score -2114736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2115017.250000 Penalty: 4802.658203
	Iteration 16Q: 3 clusters Score -2115017 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2115196.000000 Penalty: 4802.658203
	Iteration 17Q: 3 clusters Score -2115196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2115287.250000 Penalty: 4802.658203
	Iteration 18Q: 3 clusters Score -2115287 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2115346.500000 Penalty: 4802.658203
	Iteration 19Q: 3 clusters Score -2115346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2115397.750000 Penalty: 4802.658203
	Iteration 20F: 3 clusters Score -2115398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2115427.250000 Penalty: 4802.658203
	Iteration 21Q: 3 clusters Score -2115427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2115454.000000 Penalty: 4802.658203
	Iteration 22Q: 3 clusters Score -2115454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2115468.500000 Penalty: 4802.658203
	Iteration 23Q: 3 clusters Score -2115468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2115482.750000 Penalty: 4802.658203
	Iteration 24Q: 3 clusters Score -2115483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2115499.000000 Penalty: 4802.658203
	Iteration 25Q: 3 clusters Score -2115499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2115511.250000 Penalty: 4802.658203
	Iteration 26Q: 3 clusters Score -2115511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2115520.500000 Penalty: 4802.658203
	Iteration 27Q: 3 clusters Score -2115520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2115528.750000 Penalty: 4802.658203
	Iteration 28Q: 3 clusters Score -2115529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2115535.000000 Penalty: 4802.658203
	Iteration 29Q: 3 clusters Score -2115535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2115540.000000 Penalty: 4802.658203
	Iteration 30Q: 3 clusters Score -2115540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2115545.500000 Penalty: 4802.658203
	Iteration 31Q: 3 clusters Score -2115546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2115549.750000 Penalty: 4802.658203
	Iteration 32Q: 3 clusters Score -2115550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2115553.750000 Penalty: 4802.658203
	Iteration 33Q: 3 clusters Score -2115554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2115554.000000 Penalty: 4802.658203
	Iteration 34Q: 3 clusters Score -2115554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2115557.000000 Penalty: 4802.658203
	Iteration 35Q: 3 clusters Score -2115557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2115558.250000 Penalty: 4802.658203
	Iteration 36Q: 3 clusters Score -2115558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2115558.250000 Penalty: 4802.658203
	Iteration 37F: 3 clusters Score -2115558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -440069.937500 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -440069.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -436448.062500 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -436448.1 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -437215.968750 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -437216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -437389.437500 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -437389.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -437490.750000 Penalty: 4044.061523
	Iteration 3Q: 3 clusters Score -437490.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -437560.281250 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -437560.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -437601.750000 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -437601.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -437632.218750 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -437632.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -437654.093750 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -437654.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -437672.125000 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -437672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -437687.906250 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -437687.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -437699.687500 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -437699.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437708.062500 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -437708.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -437721.156250 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -437721.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -437736.687500 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -437736.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -437748.968750 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -437749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -437758.843750 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -437758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -437765.250000 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -437765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -437773.968750 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -437774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -437781.968750 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -437782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437787.093750 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -437787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437793.656250 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -437793.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -437804.062500 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -437804.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -437811.156250 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -437811.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -437822.187500 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -437822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -437831.531250 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -437831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -437839.343750 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -437839.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -437847.531250 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -437847.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -437851.125000 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -437851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -437853.937500 Penalty: 4044.061523
	Iteration 28Q: 3 clusters Score -437853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -437855.937500 Penalty: 4044.061523
	Iteration 29Q: 3 clusters Score -437855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -437858.125000 Penalty: 4044.061523
	Iteration 30Q: 3 clusters Score -437858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -437861.406250 Penalty: 4044.061523
	Iteration 31Q: 3 clusters Score -437861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -437864.187500 Penalty: 4044.061523
	Iteration 32Q: 3 clusters Score -437864.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437866.718750 Penalty: 4044.061523
	Iteration 33Q: 3 clusters Score -437866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -437870.750000 Penalty: 4044.061523
	Iteration 34Q: 3 clusters Score -437870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -437874.343750 Penalty: 4044.061523
	Iteration 35Q: 3 clusters Score -437874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -437878.281250 Penalty: 4044.061523
	Iteration 36Q: 3 clusters Score -437878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -437883.375000 Penalty: 4044.061523
	Iteration 37Q: 3 clusters Score -437883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -437888.593750 Penalty: 4044.061523
	Iteration 38Q: 3 clusters Score -437888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -437894.562500 Penalty: 4044.061523
	Iteration 39Q: 3 clusters Score -437894.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -437901.218750 Penalty: 4044.061523
	Iteration 40F: 3 clusters Score -437901.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -437909.437500 Penalty: 4044.061523
	Iteration 41Q: 3 clusters Score -437909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -437915.343750 Penalty: 4044.061523
	Iteration 42Q: 3 clusters Score -437915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -437920.562500 Penalty: 4044.061523
	Iteration 43Q: 3 clusters Score -437920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -437923.250000 Penalty: 4044.061523
	Iteration 44Q: 3 clusters Score -437923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -437926.187500 Penalty: 4044.061523
	Iteration 45Q: 3 clusters Score -437926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -437932.937500 Penalty: 4044.061523
	Iteration 46Q: 3 clusters Score -437932.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -437936.906250 Penalty: 4044.061523
	Iteration 47Q: 3 clusters Score -437936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -437941.250000 Penalty: 4044.061523
	Iteration 48Q: 3 clusters Score -437941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -437944.812500 Penalty: 4044.061523
	Iteration 49Q: 3 clusters Score -437944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -437949.406250 Penalty: 4044.061523
	Iteration 50Q: 3 clusters Score -437949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -437954.000000 Penalty: 4044.061523
	Iteration 51Q: 3 clusters Score -437954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -437960.156250 Penalty: 4044.061523
	Iteration 52Q: 3 clusters Score -437960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -437966.062500 Penalty: 4044.061523
	Iteration 53Q: 3 clusters Score -437966.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -437970.812500 Penalty: 4044.061523
	Iteration 54Q: 3 clusters Score -437970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -437975.687500 Penalty: 4044.061523
	Iteration 55Q: 3 clusters Score -437975.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -437981.562500 Penalty: 4044.061523
	Iteration 56Q: 3 clusters Score -437981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -437986.343750 Penalty: 4044.061523
	Iteration 57Q: 3 clusters Score -437986.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -437991.062500 Penalty: 4044.061523
	Iteration 58Q: 3 clusters Score -437991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -437997.281250 Penalty: 4044.061523
	Iteration 59Q: 3 clusters Score -437997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -438006.968750 Penalty: 4044.061523
	Iteration 60F: 3 clusters Score -438007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -438013.343750 Penalty: 4044.061523
	Iteration 61Q: 3 clusters Score -438013.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -438017.468750 Penalty: 4044.061523
	Iteration 62Q: 3 clusters Score -438017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -438020.187500 Penalty: 4044.061523
	Iteration 63Q: 3 clusters Score -438020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -438023.562500 Penalty: 4044.061523
	Iteration 64Q: 3 clusters Score -438023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -438029.562500 Penalty: 4044.061523
	Iteration 65Q: 3 clusters Score -438029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -438035.937500 Penalty: 4044.061523
	Iteration 66Q: 3 clusters Score -438035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -438042.312500 Penalty: 4044.061523
	Iteration 67Q: 3 clusters Score -438042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -438048.281250 Penalty: 4044.061523
	Iteration 68Q: 3 clusters Score -438048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -438056.375000 Penalty: 4044.061523
	Iteration 69Q: 3 clusters Score -438056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -438066.437500 Penalty: 4044.061523
	Iteration 70Q: 3 clusters Score -438066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -438072.968750 Penalty: 4044.061523
	Iteration 71Q: 3 clusters Score -438073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -438079.281250 Penalty: 4044.061523
	Iteration 72Q: 3 clusters Score -438079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -438083.906250 Penalty: 4044.061523
	Iteration 73Q: 3 clusters Score -438083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -438088.250000 Penalty: 4044.061523
	Iteration 74Q: 3 clusters Score -438088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -438090.125000 Penalty: 4044.061523
	Iteration 75Q: 3 clusters Score -438090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -438093.750000 Penalty: 4044.061523
	Iteration 76Q: 3 clusters Score -438093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -438099.437500 Penalty: 4044.061523
	Iteration 77Q: 3 clusters Score -438099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -438103.750000 Penalty: 4044.061523
	Iteration 78Q: 3 clusters Score -438103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -438106.531250 Penalty: 4044.061523
	Iteration 79Q: 3 clusters Score -438106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -438108.281250 Penalty: 4044.061523
	Iteration 80F: 3 clusters Score -438108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -438109.250000 Penalty: 4044.061523
	Iteration 81Q: 3 clusters Score -438109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -438114.156250 Penalty: 4044.061523
	Iteration 82Q: 3 clusters Score -438114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -438115.562500 Penalty: 4044.061523
	Iteration 83Q: 3 clusters Score -438115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -438117.968750 Penalty: 4044.061523
	Iteration 84Q: 3 clusters Score -438118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -438120.156250 Penalty: 4044.061523
	Iteration 85Q: 3 clusters Score -438120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -438122.625000 Penalty: 4044.061523
	Iteration 86Q: 3 clusters Score -438122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -438123.718750 Penalty: 4044.061523
	Iteration 87Q: 3 clusters Score -438123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -438124.187500 Penalty: 4044.061523
	Iteration 88Q: 3 clusters Score -438124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -438123.906250 Penalty: 4044.061523
	Iteration 89Q: 3 clusters Score -438123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -438123.906250 Penalty: 4044.061523
	Iteration 90F: 3 clusters Score -438123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -258855.984375 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -258856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -256151.625000 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -256151.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -256643.156250 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -256643.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -256781.593750 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -256781.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256853.671875 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -256853.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -256902.265625 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -256902.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256926.000000 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -256926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256946.812500 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -256946.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256959.328125 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -256959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -256970.390625 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -256970.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -256978.031250 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -256978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256985.359375 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -256985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256993.140625 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -256993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -256999.218750 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -256999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -257002.453125 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -257002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -257005.515625 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -257005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257008.109375 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -257008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -257009.500000 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -257009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -257010.546875 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -257010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -257011.546875 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -257011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -257012.890625 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -257012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -257013.828125 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -257013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257015.796875 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -257015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257017.703125 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -257017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257019.968750 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -257020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257020.312500 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -257020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257020.312500 Penalty: 3799.416748
	Iteration 25F: 3 clusters Score -257020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -980559.500000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -980559.5 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 4415 members 
Entering Unmasked Estep 
Score: -973563.937500 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -973563.9 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -975916.500000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -975916.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -976662.437500 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -976662.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -977404.687500 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -977404.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -978178.625000 Penalty: 4514.192871
	Iteration 4F: 3 clusters Score -978178.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -978698.500000 Penalty: 4514.192871
	Iteration 5F: 3 clusters Score -978698.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -979002.250000 Penalty: 4514.192871
	Iteration 6F: 3 clusters Score -979002.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -979179.250000 Penalty: 4514.192871
	Iteration 7Q: 3 clusters Score -979179.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -979289.562500 Penalty: 4514.192871
	Iteration 8Q: 3 clusters Score -979289.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -979383.125000 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -979383.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -979458.812500 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -979458.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -979506.812500 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -979506.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -979545.687500 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -979545.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -979580.562500 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -979580.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -979613.812500 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -979613.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -979647.375000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -979647.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -979674.437500 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -979674.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -979704.250000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -979704.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -979723.500000 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -979723.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -979740.500000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -979740.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -979760.312500 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -979760.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -979774.625000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -979774.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -979790.875000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -979790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -979803.187500 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -979803.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -979818.687500 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -979818.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -979837.875000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -979837.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -979852.000000 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -979852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -979862.000000 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -979862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -979868.937500 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -979868.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -979876.687500 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -979876.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -979883.750000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -979883.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -979890.687500 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -979890.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -979897.125000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -979897.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -979903.500000 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -979903.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -979909.312500 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -979909.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -979914.000000 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -979914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -979919.937500 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -979919.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -979924.687500 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -979924.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -979932.625000 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -979932.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -979934.375000 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -979934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -979939.312500 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -979939.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -979938.750000 Penalty: 4514.192871
	Iteration 41Q: 3 clusters Score -979938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -979943.562500 Penalty: 4514.192871
	Iteration 42Q: 3 clusters Score -979943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -979942.750000 Penalty: 4514.192871
	Iteration 43Q: 3 clusters Score -979942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -979944.937500 Penalty: 4514.192871
	Iteration 44Q: 3 clusters Score -979944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -979947.312500 Penalty: 4514.192871
	Iteration 45Q: 3 clusters Score -979947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -979944.187500 Penalty: 4514.192871
	Iteration 46Q: 3 clusters Score -979944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -979945.812500 Penalty: 4514.192871
	Iteration 47Q: 3 clusters Score -979945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -979945.812500 Penalty: 4514.192871
	Iteration 48Q: 3 clusters Score -979945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -979945.812500 Penalty: 4514.192871
	Iteration 49F: 3 clusters Score -979945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Entering Unmasked Estep 
Score: -6751064.000000 Penalty: 2691.236816
	Iteration 0F: 2 clusters Score -6751064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6716332.000000 Penalty: 5382.473633
	Iteration 0F: 3 clusters Score -6716332 nChanged 23770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6729318.500000 Penalty: 5382.473633
	Iteration 1F: 3 clusters Score -6729318 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6729789.000000 Penalty: 5382.473633
	Iteration 2Q: 3 clusters Score -6729789 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6730245.500000 Penalty: 5382.473633
	Iteration 3Q: 3 clusters Score -6730246 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6730672.000000 Penalty: 5382.473633
	Iteration 4Q: 3 clusters Score -6730672 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -6731130.500000 Penalty: 5382.473633
	Iteration 5Q: 3 clusters Score -6731130 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6731598.000000 Penalty: 5382.473633
	Iteration 6Q: 3 clusters Score -6731598 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6732130.500000 Penalty: 5382.473633
	Iteration 7Q: 3 clusters Score -6732130 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6732819.500000 Penalty: 5382.473633
	Iteration 8Q: 3 clusters Score -6732820 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -6733759.500000 Penalty: 5382.473633
	Iteration 9Q: 3 clusters Score -6733760 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -6735066.000000 Penalty: 5382.473633
	Iteration 10Q: 3 clusters Score -6735066 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -6736827.500000 Penalty: 5382.473633
	Iteration 11F: 3 clusters Score -6736828 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -6738819.000000 Penalty: 5382.473633
	Iteration 12F: 3 clusters Score -6738819 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6740784.500000 Penalty: 5382.473633
	Iteration 13F: 3 clusters Score -6740784 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -6742425.000000 Penalty: 5382.473633
	Iteration 14Q: 3 clusters Score -6742425 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6743689.500000 Penalty: 5382.473633
	Iteration 15Q: 3 clusters Score -6743690 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -6744559.000000 Penalty: 5382.473633
	Iteration 16Q: 3 clusters Score -6744559 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -6745102.000000 Penalty: 5382.473633
	Iteration 17Q: 3 clusters Score -6745102 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -6745556.000000 Penalty: 5382.473633
	Iteration 18Q: 3 clusters Score -6745556 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6745932.500000 Penalty: 5382.473633
	Iteration 19Q: 3 clusters Score -6745932 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6746259.000000 Penalty: 5382.473633
	Iteration 20F: 3 clusters Score -6746259 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6746581.000000 Penalty: 5382.473633
	Iteration 21Q: 3 clusters Score -6746581 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -6746848.500000 Penalty: 5382.473633
	Iteration 22Q: 3 clusters Score -6746848 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6747183.500000 Penalty: 5382.473633
	Iteration 23Q: 3 clusters Score -6747184 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6747502.500000 Penalty: 5382.473633
	Iteration 24Q: 3 clusters Score -6747502 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -6747726.500000 Penalty: 5382.473633
	Iteration 25Q: 3 clusters Score -6747726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6747988.000000 Penalty: 5382.473633
	Iteration 26Q: 3 clusters Score -6747988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -6748200.500000 Penalty: 5382.473633
	Iteration 27Q: 3 clusters Score -6748200 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -6748359.000000 Penalty: 5382.473633
	Iteration 28Q: 3 clusters Score -6748359 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -6748527.500000 Penalty: 5382.473633
	Iteration 29Q: 3 clusters Score -6748528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6748634.500000 Penalty: 5382.473633
	Iteration 30Q: 3 clusters Score -6748634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6748709.500000 Penalty: 5382.473633
	Iteration 31Q: 3 clusters Score -6748710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6748777.000000 Penalty: 5382.473633
	Iteration 32Q: 3 clusters Score -6748777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -6748791.500000 Penalty: 5382.473633
	Iteration 33Q: 3 clusters Score -6748792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -6748823.500000 Penalty: 5382.473633
	Iteration 34Q: 3 clusters Score -6748824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -6748840.500000 Penalty: 5382.473633
	Iteration 35Q: 3 clusters Score -6748840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6748849.500000 Penalty: 5382.473633
	Iteration 36Q: 3 clusters Score -6748850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6748863.500000 Penalty: 5382.473633
	Iteration 37Q: 3 clusters Score -6748864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6748889.000000 Penalty: 5382.473633
	Iteration 38Q: 3 clusters Score -6748889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6748898.500000 Penalty: 5382.473633
	Iteration 39Q: 3 clusters Score -6748898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6748925.000000 Penalty: 5382.473633
	Iteration 40F: 3 clusters Score -6748925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -6748945.000000 Penalty: 5382.473633
	Iteration 41Q: 3 clusters Score -6748945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6748961.000000 Penalty: 5382.473633
	Iteration 42Q: 3 clusters Score -6748961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6748984.000000 Penalty: 5382.473633
	Iteration 43Q: 3 clusters Score -6748984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6748992.500000 Penalty: 5382.473633
	Iteration 44Q: 3 clusters Score -6748992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6748990.500000 Penalty: 5382.473633
	Iteration 45Q: 3 clusters Score -6748990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -6748994.000000 Penalty: 5382.473633
	Iteration 46Q: 3 clusters Score -6748994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6748992.000000 Penalty: 5382.473633
	Iteration 47Q: 3 clusters Score -6748992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6748995.500000 Penalty: 5382.473633
	Iteration 48Q: 3 clusters Score -6748996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -6749013.000000 Penalty: 5382.473633
	Iteration 49Q: 3 clusters Score -6749013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6749030.000000 Penalty: 5382.473633
	Iteration 50Q: 3 clusters Score -6749030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6749022.000000 Penalty: 5382.473633
	Iteration 51Q: 3 clusters Score -6749022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6749027.000000 Penalty: 5382.473633
	Iteration 52Q: 3 clusters Score -6749027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6749033.000000 Penalty: 5382.473633
	Iteration 53Q: 3 clusters Score -6749033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6749038.500000 Penalty: 5382.473633
	Iteration 54Q: 3 clusters Score -6749038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6749040.500000 Penalty: 5382.473633
	Iteration 55Q: 3 clusters Score -6749040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -6749047.000000 Penalty: 5382.473633
	Iteration 56Q: 3 clusters Score -6749047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6749052.000000 Penalty: 5382.473633
	Iteration 57Q: 3 clusters Score -6749052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6749052.000000 Penalty: 5382.473633
	Iteration 58Q: 3 clusters Score -6749052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6749054.500000 Penalty: 5382.473633
	Iteration 59Q: 3 clusters Score -6749054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6749051.500000 Penalty: 5382.473633
	Iteration 60F: 3 clusters Score -6749052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6749058.000000 Penalty: 5382.473633
	Iteration 61Q: 3 clusters Score -6749058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6749054.500000 Penalty: 5382.473633
	Iteration 62Q: 3 clusters Score -6749054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6749055.000000 Penalty: 5382.473633
	Iteration 63Q: 3 clusters Score -6749055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6749056.500000 Penalty: 5382.473633
	Iteration 64Q: 3 clusters Score -6749056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -6749060.000000 Penalty: 5382.473633
	Iteration 65Q: 3 clusters Score -6749060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6749065.500000 Penalty: 5382.473633
	Iteration 66Q: 3 clusters Score -6749066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6749061.500000 Penalty: 5382.473633
	Iteration 67Q: 3 clusters Score -6749062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6749063.000000 Penalty: 5382.473633
	Iteration 68Q: 3 clusters Score -6749063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -6749060.500000 Penalty: 5382.473633
	Iteration 69Q: 3 clusters Score -6749060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6749064.500000 Penalty: 5382.473633
	Iteration 70Q: 3 clusters Score -6749064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6749057.500000 Penalty: 5382.473633
	Iteration 71Q: 3 clusters Score -6749058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6749057.500000 Penalty: 5382.473633
	Iteration 72F: 3 clusters Score -6749058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -1952207.875000 Penalty: 2381.323730
	Iteration 0F: 2 clusters Score -1952208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1941481.000000 Penalty: 4762.647461
	Iteration 0F: 3 clusters Score -1941481 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1944824.875000 Penalty: 4762.647461
	Iteration 1F: 3 clusters Score -1944825 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1945185.250000 Penalty: 4762.647461
	Iteration 2F: 3 clusters Score -1945185 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1945532.625000 Penalty: 4762.647461
	Iteration 3F: 3 clusters Score -1945533 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1945894.875000 Penalty: 4762.647461
	Iteration 4Q: 3 clusters Score -1945895 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1946310.250000 Penalty: 4762.647461
	Iteration 5F: 3 clusters Score -1946310 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1946785.750000 Penalty: 4762.647461
	Iteration 6F: 3 clusters Score -1946786 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1947365.000000 Penalty: 4762.647461
	Iteration 7F: 3 clusters Score -1947365 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1947927.625000 Penalty: 4762.647461
	Iteration 8F: 3 clusters Score -1947928 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1948465.125000 Penalty: 4762.647461
	Iteration 9Q: 3 clusters Score -1948465 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1948931.500000 Penalty: 4762.647461
	Iteration 10Q: 3 clusters Score -1948932 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1949311.250000 Penalty: 4762.647461
	Iteration 11Q: 3 clusters Score -1949311 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1949607.500000 Penalty: 4762.647461
	Iteration 12Q: 3 clusters Score -1949608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1949825.500000 Penalty: 4762.647461
	Iteration 13Q: 3 clusters Score -1949826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1949932.500000 Penalty: 4762.647461
	Iteration 14Q: 3 clusters Score -1949932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1949999.125000 Penalty: 4762.647461
	Iteration 15Q: 3 clusters Score -1949999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1950047.875000 Penalty: 4762.647461
	Iteration 16Q: 3 clusters Score -1950048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1950073.000000 Penalty: 4762.647461
	Iteration 17Q: 3 clusters Score -1950073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1950112.250000 Penalty: 4762.647461
	Iteration 18Q: 3 clusters Score -1950112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1950131.750000 Penalty: 4762.647461
	Iteration 19Q: 3 clusters Score -1950132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1950147.250000 Penalty: 4762.647461
	Iteration 20F: 3 clusters Score -1950147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1950164.000000 Penalty: 4762.647461
	Iteration 21Q: 3 clusters Score -1950164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1950172.125000 Penalty: 4762.647461
	Iteration 22Q: 3 clusters Score -1950172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1950178.375000 Penalty: 4762.647461
	Iteration 23Q: 3 clusters Score -1950178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1950182.500000 Penalty: 4762.647461
	Iteration 24Q: 3 clusters Score -1950182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1950186.250000 Penalty: 4762.647461
	Iteration 25Q: 3 clusters Score -1950186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1950187.750000 Penalty: 4762.647461
	Iteration 26Q: 3 clusters Score -1950188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1950189.125000 Penalty: 4762.647461
	Iteration 27Q: 3 clusters Score -1950189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1950194.125000 Penalty: 4762.647461
	Iteration 28Q: 3 clusters Score -1950194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1950203.375000 Penalty: 4762.647461
	Iteration 29Q: 3 clusters Score -1950203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1950206.250000 Penalty: 4762.647461
	Iteration 30Q: 3 clusters Score -1950206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1950209.750000 Penalty: 4762.647461
	Iteration 31Q: 3 clusters Score -1950210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1950209.750000 Penalty: 4762.647461
	Iteration 32F: 3 clusters Score -1950210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34168.957031 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34168.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34417.902344 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34551.089844 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -34551.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34686.816406 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -34686.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34779.324219 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34779.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34818.468750 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -34818.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34844.160156 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34844.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34883.730469 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34883.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34971.386719 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -34971.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35020.687500 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -35020.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35035.921875 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -35035.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35063.042969 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -35063.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35081.503906 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -35081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35091.390625 Penalty: 2902.692383
	Iteration 13Q: 3 clusters Score -35091.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35098.621094 Penalty: 2902.692383
	Iteration 14Q: 3 clusters Score -35098.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35101.777344 Penalty: 2902.692383
	Iteration 15F: 3 clusters Score -35101.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35122.164062 Penalty: 2902.692383
	Iteration 16Q: 3 clusters Score -35122.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35139.511719 Penalty: 2902.692383
	Iteration 17Q: 3 clusters Score -35139.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35174.640625 Penalty: 2902.692383
	Iteration 18Q: 3 clusters Score -35174.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35193.789062 Penalty: 2902.692383
	Iteration 19Q: 3 clusters Score -35193.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35242.101562 Penalty: 2902.692383
	Iteration 20F: 3 clusters Score -35242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35276.156250 Penalty: 2902.692383
	Iteration 21Q: 3 clusters Score -35276.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35276.156250 Penalty: 2902.692383
	Iteration 22F: 3 clusters Score -35276.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Entering Unmasked Estep 
Score: -1474203.625000 Penalty: 2322.549561
	Iteration 0F: 2 clusters Score -1474204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1465417.250000 Penalty: 4645.099121
	Iteration 0F: 3 clusters Score -1465417 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1468044.625000 Penalty: 4645.099121
	Iteration 1F: 3 clusters Score -1468045 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1468414.625000 Penalty: 4645.099121
	Iteration 2F: 3 clusters Score -1468415 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1468774.750000 Penalty: 4645.099121
	Iteration 3F: 3 clusters Score -1468775 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1469184.750000 Penalty: 4645.099121
	Iteration 4F: 3 clusters Score -1469185 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1469643.375000 Penalty: 4645.099121
	Iteration 5F: 3 clusters Score -1469643 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1470087.250000 Penalty: 4645.099121
	Iteration 6F: 3 clusters Score -1470087 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1470461.000000 Penalty: 4645.099121
	Iteration 7Q: 3 clusters Score -1470461 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1470798.625000 Penalty: 4645.099121
	Iteration 8Q: 3 clusters Score -1470799 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1471073.000000 Penalty: 4645.099121
	Iteration 9Q: 3 clusters Score -1471073 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1471285.250000 Penalty: 4645.099121
	Iteration 10Q: 3 clusters Score -1471285 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1471420.000000 Penalty: 4645.099121
	Iteration 11Q: 3 clusters Score -1471420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1471529.000000 Penalty: 4645.099121
	Iteration 12Q: 3 clusters Score -1471529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1471627.875000 Penalty: 4645.099121
	Iteration 13Q: 3 clusters Score -1471628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1471706.625000 Penalty: 4645.099121
	Iteration 14Q: 3 clusters Score -1471707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1471771.750000 Penalty: 4645.099121
	Iteration 15Q: 3 clusters Score -1471772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1471818.750000 Penalty: 4645.099121
	Iteration 16Q: 3 clusters Score -1471819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1471855.750000 Penalty: 4645.099121
	Iteration 17Q: 3 clusters Score -1471856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1471894.750000 Penalty: 4645.099121
	Iteration 18Q: 3 clusters Score -1471895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1471938.875000 Penalty: 4645.099121
	Iteration 19Q: 3 clusters Score -1471939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1471973.500000 Penalty: 4645.099121
	Iteration 20F: 3 clusters Score -1471974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1471988.250000 Penalty: 4645.099121
	Iteration 21Q: 3 clusters Score -1471988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1472007.250000 Penalty: 4645.099121
	Iteration 22Q: 3 clusters Score -1472007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1472030.250000 Penalty: 4645.099121
	Iteration 23Q: 3 clusters Score -1472030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1472048.750000 Penalty: 4645.099121
	Iteration 24Q: 3 clusters Score -1472049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1472066.000000 Penalty: 4645.099121
	Iteration 25Q: 3 clusters Score -1472066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1472081.500000 Penalty: 4645.099121
	Iteration 26Q: 3 clusters Score -1472082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1472093.000000 Penalty: 4645.099121
	Iteration 27Q: 3 clusters Score -1472093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1472110.750000 Penalty: 4645.099121
	Iteration 28Q: 3 clusters Score -1472111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1472126.000000 Penalty: 4645.099121
	Iteration 29Q: 3 clusters Score -1472126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1472134.125000 Penalty: 4645.099121
	Iteration 30Q: 3 clusters Score -1472134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1472153.500000 Penalty: 4645.099121
	Iteration 31Q: 3 clusters Score -1472154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1472158.250000 Penalty: 4645.099121
	Iteration 32Q: 3 clusters Score -1472158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1472167.125000 Penalty: 4645.099121
	Iteration 33Q: 3 clusters Score -1472167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1472176.250000 Penalty: 4645.099121
	Iteration 34Q: 3 clusters Score -1472176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1472176.250000 Penalty: 4645.099121
	Iteration 35Q: 3 clusters Score -1472176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1472178.875000 Penalty: 4645.099121
	Iteration 36Q: 3 clusters Score -1472179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1472177.250000 Penalty: 4645.099121
	Iteration 37Q: 3 clusters Score -1472177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1472178.125000 Penalty: 4645.099121
	Iteration 38Q: 3 clusters Score -1472178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1472178.125000 Penalty: 4645.099121
	Iteration 39F: 3 clusters Score -1472178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 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 218 members 
Entering Unmasked Estep 
Score: -43714.082031 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43714.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43915.828125 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43915.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43974.339844 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -43974.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44000.894531 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44000.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44009.886719 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44009.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44014.050781 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44014.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44024.746094 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44024.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44030.453125 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44030.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44030.453125 Penalty: 2995.966309
	Iteration 8F: 3 clusters Score -44030.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113439.054688 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113439.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114086.843750 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -114086.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114825.726562 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114825.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115216.031250 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -115216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115466.234375 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -115466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115586.656250 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -115586.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115617.382812 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -115617.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115637.757812 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115652.609375 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -115652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115677.531250 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -115677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115745.148438 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -115745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115850.742188 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -115850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116002.960938 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -116003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116092.007812 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -116092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116213.359375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -116213.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116378.187500 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -116378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116503.968750 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -116504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116544.835938 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -116544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116581.390625 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -116581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116625.820312 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -116625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116640.273438 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -116640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116653.984375 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -116654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116679.765625 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -116679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116714.773438 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -116714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116780.289062 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -116780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116792.953125 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -116793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116792.953125 Penalty: 3440.907715
	Iteration 26F: 3 clusters Score -116793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 71377 members 
Mstep: Class 9 contains 328508 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 36250 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 22 contains 22608 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16039 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51625 members 
Mstep: Class 30 contains 14796 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 524 members 
Entering Unmasked Estep 
Score: -104954096.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104954352.000000 to -104954096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Entering Unmasked Estep 
Score: -6680943.500000 Penalty: 2709.891357
	Iteration 0F: 2 clusters Score -6680944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6643851.000000 Penalty: 5419.782715
	Iteration 0F: 3 clusters Score -6643851 nChanged 25408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -6657997.000000 Penalty: 5419.782715
	Iteration 1F: 3 clusters Score -6657997 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6658844.000000 Penalty: 5419.782715
	Iteration 2Q: 3 clusters Score -6658844 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6659727.000000 Penalty: 5419.782715
	Iteration 3Q: 3 clusters Score -6659727 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6660735.500000 Penalty: 5419.782715
	Iteration 4Q: 3 clusters Score -6660736 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6661850.500000 Penalty: 5419.782715
	Iteration 5Q: 3 clusters Score -6661850 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6663046.500000 Penalty: 5419.782715
	Iteration 6Q: 3 clusters Score -6663046 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6664378.000000 Penalty: 5419.782715
	Iteration 7Q: 3 clusters Score -6664378 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -6665864.000000 Penalty: 5419.782715
	Iteration 8Q: 3 clusters Score -6665864 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6667389.000000 Penalty: 5419.782715
	Iteration 9F: 3 clusters Score -6667389 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -6669006.500000 Penalty: 5419.782715
	Iteration 10Q: 3 clusters Score -6669006 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -6670400.000000 Penalty: 5419.782715
	Iteration 11Q: 3 clusters Score -6670400 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -6671602.500000 Penalty: 5419.782715
	Iteration 12Q: 3 clusters Score -6671602 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -6672717.500000 Penalty: 5419.782715
	Iteration 13Q: 3 clusters Score -6672718 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -6673595.500000 Penalty: 5419.782715
	Iteration 14Q: 3 clusters Score -6673596 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6674356.000000 Penalty: 5419.782715
	Iteration 15Q: 3 clusters Score -6674356 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -6675073.500000 Penalty: 5419.782715
	Iteration 16Q: 3 clusters Score -6675074 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6675770.500000 Penalty: 5419.782715
	Iteration 17Q: 3 clusters Score -6675770 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -6676455.000000 Penalty: 5419.782715
	Iteration 18Q: 3 clusters Score -6676455 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6677021.000000 Penalty: 5419.782715
	Iteration 19Q: 3 clusters Score -6677021 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6677566.000000 Penalty: 5419.782715
	Iteration 20F: 3 clusters Score -6677566 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6677962.000000 Penalty: 5419.782715
	Iteration 21Q: 3 clusters Score -6677962 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6678270.500000 Penalty: 5419.782715
	Iteration 22Q: 3 clusters Score -6678270 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6678562.500000 Penalty: 5419.782715
	Iteration 23Q: 3 clusters Score -6678562 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6678730.000000 Penalty: 5419.782715
	Iteration 24Q: 3 clusters Score -6678730 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6678850.000000 Penalty: 5419.782715
	Iteration 25Q: 3 clusters Score -6678850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6678911.000000 Penalty: 5419.782715
	Iteration 26Q: 3 clusters Score -6678911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6678943.500000 Penalty: 5419.782715
	Iteration 27Q: 3 clusters Score -6678944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6678984.000000 Penalty: 5419.782715
	Iteration 28Q: 3 clusters Score -6678984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6679008.000000 Penalty: 5419.782715
	Iteration 29Q: 3 clusters Score -6679008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6679027.000000 Penalty: 5419.782715
	Iteration 30Q: 3 clusters Score -6679027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6679045.500000 Penalty: 5419.782715
	Iteration 31Q: 3 clusters Score -6679046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6679065.500000 Penalty: 5419.782715
	Iteration 32Q: 3 clusters Score -6679066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6679073.000000 Penalty: 5419.782715
	Iteration 33Q: 3 clusters Score -6679073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6679095.000000 Penalty: 5419.782715
	Iteration 34Q: 3 clusters Score -6679095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6679110.000000 Penalty: 5419.782715
	Iteration 35Q: 3 clusters Score -6679110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6679125.000000 Penalty: 5419.782715
	Iteration 36Q: 3 clusters Score -6679125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6679134.000000 Penalty: 5419.782715
	Iteration 37Q: 3 clusters Score -6679134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6679138.500000 Penalty: 5419.782715
	Iteration 38Q: 3 clusters Score -6679138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6679144.000000 Penalty: 5419.782715
	Iteration 39Q: 3 clusters Score -6679144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6679154.000000 Penalty: 5419.782715
	Iteration 40F: 3 clusters Score -6679154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6679167.500000 Penalty: 5419.782715
	Iteration 41Q: 3 clusters Score -6679168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6679176.000000 Penalty: 5419.782715
	Iteration 42Q: 3 clusters Score -6679176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6679177.000000 Penalty: 5419.782715
	Iteration 43Q: 3 clusters Score -6679177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6679174.500000 Penalty: 5419.782715
	Iteration 44Q: 3 clusters Score -6679174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6679186.000000 Penalty: 5419.782715
	Iteration 45Q: 3 clusters Score -6679186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6679187.000000 Penalty: 5419.782715
	Iteration 46Q: 3 clusters Score -6679187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6679187.500000 Penalty: 5419.782715
	Iteration 47Q: 3 clusters Score -6679188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6679193.000000 Penalty: 5419.782715
	Iteration 48Q: 3 clusters Score -6679193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6679196.000000 Penalty: 5419.782715
	Iteration 49Q: 3 clusters Score -6679196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6679198.500000 Penalty: 5419.782715
	Iteration 50Q: 3 clusters Score -6679198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6679202.500000 Penalty: 5419.782715
	Iteration 51Q: 3 clusters Score -6679202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6679203.000000 Penalty: 5419.782715
	Iteration 52Q: 3 clusters Score -6679203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6679208.500000 Penalty: 5419.782715
	Iteration 53Q: 3 clusters Score -6679208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6679206.000000 Penalty: 5419.782715
	Iteration 54Q: 3 clusters Score -6679206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6679210.500000 Penalty: 5419.782715
	Iteration 55Q: 3 clusters Score -6679210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6679208.500000 Penalty: 5419.782715
	Iteration 56Q: 3 clusters Score -6679208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6679213.000000 Penalty: 5419.782715
	Iteration 57Q: 3 clusters Score -6679213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6679210.500000 Penalty: 5419.782715
	Iteration 58Q: 3 clusters Score -6679210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6679211.000000 Penalty: 5419.782715
	Iteration 59Q: 3 clusters Score -6679211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6679213.500000 Penalty: 5419.782715
	Iteration 60F: 3 clusters Score -6679214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61036.957031 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61036.96 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61320.191406 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61320.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61468.613281 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61468.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61633.585938 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -61633.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61866.878906 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -61866.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62024.968750 Penalty: 3131.519775
	Iteration 5F: 3 clusters Score -62024.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62252.390625 Penalty: 3131.519775
	Iteration 6F: 3 clusters Score -62252.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62420.191406 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -62420.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62535.195312 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -62535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62548.312500 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -62548.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62559.886719 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -62559.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62574.691406 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -62574.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62604.332031 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -62604.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62670.488281 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -62670.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62835.546875 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -62835.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62885.312500 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -62885.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62885.312500 Penalty: 3131.519775
	Iteration 16F: 3 clusters Score -62885.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 71377 members 
Mstep: Class 9 contains 328508 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 36250 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 22 contains 22608 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16039 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51625 members 
Mstep: Class 30 contains 14796 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 222 members 
Entering Unmasked Estep 
Score: -104952856.000000 Penalty: 125167.218750
Splitting cluster 36 changes total score from -104954352.000000 to -104952856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 71377 members 
Mstep: Class 9 contains 328508 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 36250 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 22 contains 22608 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16039 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51625 members 
Mstep: Class 30 contains 14796 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954368.000000 Penalty: 121784.320312
Iteration 159Q: 37 clusters Score -1.049544e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7846 members 
Mstep: Class 3 contains 11365 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 70969 members 
Mstep: Class 9 contains 328906 members 
Mstep: Class 10 contains 14787 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 27620 members 
Mstep: Class 14 contains 18753 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 10237 members 
Mstep: Class 19 contains 36257 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42762 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16022 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51630 members 
Mstep: Class 30 contains 14781 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55655 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954392.000000 Penalty: 121784.320312
Iteration 160F: 37 clusters Score -1.049544e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 70545 members 
Mstep: Class 9 contains 329305 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 27620 members 
Mstep: Class 14 contains 18753 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 10244 members 
Mstep: Class 19 contains 36260 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42787 members 
Mstep: Class 22 contains 22629 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51631 members 
Mstep: Class 30 contains 14767 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55669 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954568.000000 Penalty: 121784.320312
Iteration 161Q: 37 clusters Score -1.049546e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 11361 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 15769 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 70153 members 
Mstep: Class 9 contains 329713 members 
Mstep: Class 10 contains 14784 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 18757 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 36260 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42794 members 
Mstep: Class 22 contains 22645 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15150 members 
Mstep: Class 25 contains 15996 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51625 members 
Mstep: Class 30 contains 14751 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11676 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55673 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954560.000000 Penalty: 121784.320312
Iteration 162Q: 37 clusters Score -1.049546e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 11361 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 69735 members 
Mstep: Class 9 contains 330144 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 18756 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 36274 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42800 members 
Mstep: Class 22 contains 22656 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 15985 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 51628 members 
Mstep: Class 30 contains 14738 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11676 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55673 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954488.000000 Penalty: 121784.320312
Iteration 163Q: 37 clusters Score -1.049545e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 15745 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 69318 members 
Mstep: Class 9 contains 330576 members 
Mstep: Class 10 contains 14775 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 27571 members 
Mstep: Class 14 contains 18765 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 36281 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42814 members 
Mstep: Class 22 contains 22670 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15148 members 
Mstep: Class 25 contains 15969 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 51621 members 
Mstep: Class 30 contains 14725 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11675 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55669 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954808.000000 Penalty: 121784.320312
Iteration 164Q: 37 clusters Score -1.049548e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 15733 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 68923 members 
Mstep: Class 9 contains 331013 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 27547 members 
Mstep: Class 14 contains 18762 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 36291 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42832 members 
Mstep: Class 22 contains 22677 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15149 members 
Mstep: Class 25 contains 15955 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 51611 members 
Mstep: Class 30 contains 14706 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11680 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954800.000000 Penalty: 121784.320312
Iteration 165Q: 37 clusters Score -1.049548e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 15723 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 68526 members 
Mstep: Class 9 contains 331440 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 27528 members 
Mstep: Class 14 contains 18754 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 36291 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42858 members 
Mstep: Class 22 contains 22695 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15150 members 
Mstep: Class 25 contains 15935 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51595 members 
Mstep: Class 30 contains 14686 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11681 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55658 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954760.000000 Penalty: 121784.320312
Iteration 166Q: 37 clusters Score -1.049548e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 3855 members 
Mstep: Class 6 contains 15713 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 68135 members 
Mstep: Class 9 contains 331895 members 
Mstep: Class 10 contains 14771 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9167 members 
Mstep: Class 13 contains 27517 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42878 members 
Mstep: Class 22 contains 22707 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15149 members 
Mstep: Class 25 contains 15912 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51573 members 
Mstep: Class 30 contains 14668 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11681 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55654 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954840.000000 Penalty: 121784.320312
Iteration 167Q: 37 clusters Score -1.049548e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15704 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 67744 members 
Mstep: Class 9 contains 332373 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9170 members 
Mstep: Class 13 contains 27505 members 
Mstep: Class 14 contains 18717 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 36288 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42902 members 
Mstep: Class 22 contains 22728 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 15879 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51528 members 
Mstep: Class 30 contains 14650 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11678 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55660 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954976.000000 Penalty: 121784.320312
Iteration 168Q: 37 clusters Score -1.04955e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15690 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 67313 members 
Mstep: Class 9 contains 332882 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9171 members 
Mstep: Class 13 contains 27494 members 
Mstep: Class 14 contains 18684 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 36275 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42929 members 
Mstep: Class 22 contains 22754 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 15863 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51481 members 
Mstep: Class 30 contains 14629 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11677 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55673 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955376.000000 Penalty: 121784.320312
Iteration 169Q: 37 clusters Score -1.049554e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15681 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 66877 members 
Mstep: Class 9 contains 333362 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9171 members 
Mstep: Class 13 contains 27477 members 
Mstep: Class 14 contains 18661 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 36269 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 22779 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 15856 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51460 members 
Mstep: Class 30 contains 14614 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11678 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55673 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955528.000000 Penalty: 121784.320312
Iteration 170Q: 37 clusters Score -1.049555e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 5488 members 
Mstep: Class 8 contains 66472 members 
Mstep: Class 9 contains 333839 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9172 members 
Mstep: Class 13 contains 27459 members 
Mstep: Class 14 contains 18632 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 36251 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42962 members 
Mstep: Class 22 contains 22808 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 15843 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51444 members 
Mstep: Class 30 contains 14591 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11679 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55687 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955672.000000 Penalty: 121784.320312
Iteration 171Q: 37 clusters Score -1.049557e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15654 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 66072 members 
Mstep: Class 9 contains 334304 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9173 members 
Mstep: Class 13 contains 27449 members 
Mstep: Class 14 contains 18609 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42976 members 
Mstep: Class 22 contains 22831 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15144 members 
Mstep: Class 25 contains 15829 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51421 members 
Mstep: Class 30 contains 14574 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11686 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55703 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955528.000000 Penalty: 121784.320312
Iteration 172Q: 37 clusters Score -1.049555e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 15639 members 
Mstep: Class 7 contains 5485 members 
Mstep: Class 8 contains 65686 members 
Mstep: Class 9 contains 334781 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9174 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 18571 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 36204 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 42997 members 
Mstep: Class 22 contains 22859 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15141 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51401 members 
Mstep: Class 30 contains 14548 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11692 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55709 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955776.000000 Penalty: 121784.320312
Iteration 173Q: 37 clusters Score -1.049558e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 5485 members 
Mstep: Class 8 contains 65302 members 
Mstep: Class 9 contains 335255 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9174 members 
Mstep: Class 13 contains 27397 members 
Mstep: Class 14 contains 18531 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 36198 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43029 members 
Mstep: Class 22 contains 22879 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 15784 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51365 members 
Mstep: Class 30 contains 14529 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11696 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55717 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955672.000000 Penalty: 121784.320312
Iteration 174Q: 37 clusters Score -1.049557e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 64925 members 
Mstep: Class 9 contains 335724 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 27364 members 
Mstep: Class 14 contains 18494 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 36198 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43064 members 
Mstep: Class 22 contains 22888 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15138 members 
Mstep: Class 25 contains 15766 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51336 members 
Mstep: Class 30 contains 14510 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11695 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55712 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955416.000000 Penalty: 121784.320312
Iteration 175Q: 37 clusters Score -1.049554e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 15597 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 64537 members 
Mstep: Class 9 contains 336114 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 27340 members 
Mstep: Class 14 contains 18470 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10415 members 
Mstep: Class 19 contains 36205 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43114 members 
Mstep: Class 22 contains 22897 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15138 members 
Mstep: Class 25 contains 15748 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51339 members 
Mstep: Class 30 contains 14488 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11698 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55724 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955352.000000 Penalty: 121784.320312
Iteration 176Q: 37 clusters Score -1.049554e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 15582 members 
Mstep: Class 7 contains 5488 members 
Mstep: Class 8 contains 64133 members 
Mstep: Class 9 contains 336532 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 27321 members 
Mstep: Class 14 contains 18451 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10424 members 
Mstep: Class 19 contains 36203 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43149 members 
Mstep: Class 22 contains 22911 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15139 members 
Mstep: Class 25 contains 15735 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51320 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55732 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955392.000000 Penalty: 121784.320312
Iteration 177Q: 37 clusters Score -1.049554e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 63722 members 
Mstep: Class 9 contains 336952 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 27298 members 
Mstep: Class 14 contains 18429 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 36212 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43189 members 
Mstep: Class 22 contains 22926 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 15724 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 51320 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55744 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955472.000000 Penalty: 121784.320312
Iteration 178Q: 37 clusters Score -1.049555e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 15554 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 63344 members 
Mstep: Class 9 contains 337320 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 27280 members 
Mstep: Class 14 contains 18403 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43225 members 
Mstep: Class 22 contains 22941 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 15704 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 51332 members 
Mstep: Class 30 contains 14439 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55747 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955448.000000 Penalty: 121784.320312
Iteration 179Q: 37 clusters Score -1.049554e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 62986 members 
Mstep: Class 9 contains 337675 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 27268 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43253 members 
Mstep: Class 22 contains 22959 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15135 members 
Mstep: Class 25 contains 15684 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51340 members 
Mstep: Class 30 contains 14424 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55755 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955464.000000 Penalty: 121784.320312
Iteration 180F: 37 clusters Score -1.049555e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 15526 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 62636 members 
Mstep: Class 9 contains 338036 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 27248 members 
Mstep: Class 14 contains 18365 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10463 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43278 members 
Mstep: Class 22 contains 22981 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15669 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51347 members 
Mstep: Class 30 contains 14414 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11735 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55760 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955616.000000 Penalty: 121784.320312
Iteration 181Q: 37 clusters Score -1.049556e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11351 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 15521 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 62305 members 
Mstep: Class 9 contains 338376 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 27232 members 
Mstep: Class 14 contains 18345 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10467 members 
Mstep: Class 19 contains 36227 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 23001 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15133 members 
Mstep: Class 25 contains 15651 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51345 members 
Mstep: Class 30 contains 14405 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11740 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55767 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955608.000000 Penalty: 121784.320312
Iteration 182Q: 37 clusters Score -1.049556e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 62009 members 
Mstep: Class 9 contains 338727 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9185 members 
Mstep: Class 13 contains 27208 members 
Mstep: Class 14 contains 18320 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 36233 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43346 members 
Mstep: Class 22 contains 23016 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15633 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 51318 members 
Mstep: Class 30 contains 14390 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11746 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55760 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955192.000000 Penalty: 121784.320312
Iteration 183Q: 37 clusters Score -1.049552e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 15507 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 61712 members 
Mstep: Class 9 contains 339087 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9185 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 18291 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 36242 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 23029 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15136 members 
Mstep: Class 25 contains 15613 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 51285 members 
Mstep: Class 30 contains 14379 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11746 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55757 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955184.000000 Penalty: 121784.320312
Iteration 184Q: 37 clusters Score -1.049552e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3837 members 
Mstep: Class 6 contains 15503 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 61433 members 
Mstep: Class 9 contains 339386 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 27172 members 
Mstep: Class 14 contains 18261 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 36254 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43404 members 
Mstep: Class 22 contains 23046 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 51261 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11748 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55754 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955072.000000 Penalty: 121784.320312
Iteration 185Q: 37 clusters Score -1.049551e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 15496 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 61167 members 
Mstep: Class 9 contains 339661 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9192 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 18244 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 36259 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43433 members 
Mstep: Class 22 contains 23059 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15135 members 
Mstep: Class 25 contains 15592 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51232 members 
Mstep: Class 30 contains 14355 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11756 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55744 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 186Q: 37 clusters Score -1.049551e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 15490 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 60898 members 
Mstep: Class 9 contains 339922 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 13 contains 27148 members 
Mstep: Class 14 contains 18226 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 36271 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43468 members 
Mstep: Class 22 contains 23073 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15579 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51211 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11760 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55752 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954992.000000 Penalty: 121784.320312
Iteration 187Q: 37 clusters Score -1.04955e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 60640 members 
Mstep: Class 9 contains 340184 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9202 members 
Mstep: Class 13 contains 27140 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 36272 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43499 members 
Mstep: Class 22 contains 23082 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15133 members 
Mstep: Class 25 contains 15570 members 
Mstep: Class 26 contains 3473 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51193 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55759 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954944.000000 Penalty: 121784.320312
Iteration 188Q: 37 clusters Score -1.049549e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 15477 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 60380 members 
Mstep: Class 9 contains 340406 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 27132 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 36277 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 23109 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15568 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51180 members 
Mstep: Class 30 contains 14345 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55749 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954936.000000 Penalty: 121784.320312
Iteration 189Q: 37 clusters Score -1.049549e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 60142 members 
Mstep: Class 9 contains 340614 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 27127 members 
Mstep: Class 14 contains 18188 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 36274 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43563 members 
Mstep: Class 22 contains 23114 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15133 members 
Mstep: Class 25 contains 15558 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51174 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11755 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55768 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954960.000000 Penalty: 121784.320312
Iteration 190Q: 37 clusters Score -1.04955e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 15468 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 59906 members 
Mstep: Class 9 contains 340806 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 27123 members 
Mstep: Class 14 contains 18177 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 36278 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43592 members 
Mstep: Class 22 contains 23120 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15133 members 
Mstep: Class 25 contains 15547 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51166 members 
Mstep: Class 30 contains 14362 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55781 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954880.000000 Penalty: 121784.320312
Iteration 191Q: 37 clusters Score -1.049549e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 15464 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 59673 members 
Mstep: Class 9 contains 341033 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 27111 members 
Mstep: Class 14 contains 18168 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10587 members 
Mstep: Class 19 contains 36286 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43609 members 
Mstep: Class 22 contains 23116 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15134 members 
Mstep: Class 25 contains 15534 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51148 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55791 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954952.000000 Penalty: 121784.320312
Iteration 192Q: 37 clusters Score -1.04955e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 341301 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 27102 members 
Mstep: Class 14 contains 18151 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10602 members 
Mstep: Class 19 contains 36291 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43622 members 
Mstep: Class 22 contains 23116 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15135 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3472 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 51115 members 
Mstep: Class 30 contains 14375 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11760 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55798 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955064.000000 Penalty: 121784.320312
Iteration 193Q: 37 clusters Score -1.049551e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 8 contains 59214 members 
Mstep: Class 9 contains 341549 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9220 members 
Mstep: Class 13 contains 27102 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 36288 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43639 members 
Mstep: Class 22 contains 23115 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15135 members 
Mstep: Class 25 contains 15505 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 51074 members 
Mstep: Class 30 contains 14383 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11764 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955000.000000 Penalty: 121784.320312
Iteration 194Q: 37 clusters Score -1.04955e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 15449 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 58982 members 
Mstep: Class 9 contains 341776 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 27100 members 
Mstep: Class 14 contains 18118 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 36292 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43658 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15133 members 
Mstep: Class 25 contains 15494 members 
Mstep: Class 26 contains 3470 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51037 members 
Mstep: Class 30 contains 14394 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11766 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55827 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954984.000000 Penalty: 121784.320312
Iteration 195Q: 37 clusters Score -1.04955e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 15444 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 58771 members 
Mstep: Class 9 contains 342000 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9224 members 
Mstep: Class 13 contains 27095 members 
Mstep: Class 14 contains 18111 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 36300 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43679 members 
Mstep: Class 22 contains 23144 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15132 members 
Mstep: Class 25 contains 15480 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 51002 members 
Mstep: Class 30 contains 14392 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55829 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954792.000000 Penalty: 121784.320312
Iteration 196Q: 37 clusters Score -1.049548e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 15440 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 58605 members 
Mstep: Class 9 contains 342190 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27096 members 
Mstep: Class 14 contains 18099 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 36297 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43702 members 
Mstep: Class 22 contains 23164 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15131 members 
Mstep: Class 25 contains 15468 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50951 members 
Mstep: Class 30 contains 14390 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11773 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55823 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954736.000000 Penalty: 121784.320312
Iteration 197Q: 37 clusters Score -1.049547e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15435 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 58429 members 
Mstep: Class 9 contains 342358 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18087 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 19 contains 36307 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 23182 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15131 members 
Mstep: Class 25 contains 15461 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50924 members 
Mstep: Class 30 contains 14392 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11772 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55822 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954840.000000 Penalty: 121784.320312
Iteration 198Q: 37 clusters Score -1.049548e+08 nChanged 505
Entering ConstructFrom: 
Score: -104954840.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -372437.187500 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -372437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -368948.968750 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -368949 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369784.250000 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -369784.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -370025.625000 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -370025.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370163.375000 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -370163.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370242.656250 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -370242.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -370294.250000 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -370294.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -370328.093750 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -370328.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370351.000000 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -370351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -370371.312500 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -370371.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370393.187500 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -370393.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -370404.406250 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -370404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370412.687500 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -370412.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -370424.312500 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -370424.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370438.500000 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -370438.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -370459.125000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -370459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -370470.593750 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -370470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -370478.906250 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -370478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -370489.156250 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -370489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -370498.843750 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -370498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -370505.468750 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -370505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -370513.281250 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -370513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370522.906250 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -370522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -370531.187500 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -370531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -370538.968750 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -370539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -370549.031250 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -370549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -370557.718750 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -370557.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -370573.062500 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -370573.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -370592.593750 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -370592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370600.437500 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -370600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370604.781250 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -370604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370608.156250 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -370608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370608.406250 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -370608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -370610.906250 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -370610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370613.187500 Penalty: 4028.106934
	Iteration 33Q: 3 clusters Score -370613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -370614.093750 Penalty: 4028.106934
	Iteration 34Q: 3 clusters Score -370614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370614.625000 Penalty: 4028.106934
	Iteration 35Q: 3 clusters Score -370614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -370615.093750 Penalty: 4028.106934
	Iteration 36Q: 3 clusters Score -370615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -370616.437500 Penalty: 4028.106934
	Iteration 37Q: 3 clusters Score -370616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -370618.062500 Penalty: 4028.106934
	Iteration 38Q: 3 clusters Score -370618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -370620.625000 Penalty: 4028.106934
	Iteration 39Q: 3 clusters Score -370620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -370622.781250 Penalty: 4028.106934
	Iteration 40F: 3 clusters Score -370622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370624.281250 Penalty: 4028.106934
	Iteration 41Q: 3 clusters Score -370624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370624.968750 Penalty: 4028.106934
	Iteration 42Q: 3 clusters Score -370625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -370624.875000 Penalty: 4028.106934
	Iteration 43Q: 3 clusters Score -370624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370626.312500 Penalty: 4028.106934
	Iteration 44Q: 3 clusters Score -370626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370627.625000 Penalty: 4028.106934
	Iteration 45Q: 3 clusters Score -370627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370628.312500 Penalty: 4028.106934
	Iteration 46Q: 3 clusters Score -370628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370631.406250 Penalty: 4028.106934
	Iteration 47Q: 3 clusters Score -370631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -370632.625000 Penalty: 4028.106934
	Iteration 48Q: 3 clusters Score -370632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -370633.437500 Penalty: 4028.106934
	Iteration 49Q: 3 clusters Score -370633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370633.625000 Penalty: 4028.106934
	Iteration 50Q: 3 clusters Score -370633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370634.468750 Penalty: 4028.106934
	Iteration 51Q: 3 clusters Score -370634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370634.468750 Penalty: 4028.106934
	Iteration 52F: 3 clusters Score -370634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Entering Unmasked Estep 
Score: -960550.750000 Penalty: 2224.351807
	Iteration 0F: 2 clusters Score -960550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -954235.875000 Penalty: 4448.703613
	Iteration 0F: 3 clusters Score -954235.9 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -956018.250000 Penalty: 4448.703613
	Iteration 1F: 3 clusters Score -956018.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -956383.062500 Penalty: 4448.703613
	Iteration 2F: 3 clusters Score -956383.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -956695.625000 Penalty: 4448.703613
	Iteration 3F: 3 clusters Score -956695.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -957015.812500 Penalty: 4448.703613
	Iteration 4F: 3 clusters Score -957015.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -957347.750000 Penalty: 4448.703613
	Iteration 5F: 3 clusters Score -957347.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -957688.125000 Penalty: 4448.703613
	Iteration 6F: 3 clusters Score -957688.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -957987.375000 Penalty: 4448.703613
	Iteration 7F: 3 clusters Score -957987.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -958239.375000 Penalty: 4448.703613
	Iteration 8Q: 3 clusters Score -958239.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -958457.125000 Penalty: 4448.703613
	Iteration 9Q: 3 clusters Score -958457.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -958588.812500 Penalty: 4448.703613
	Iteration 10Q: 3 clusters Score -958588.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -958677.000000 Penalty: 4448.703613
	Iteration 11Q: 3 clusters Score -958677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -958744.187500 Penalty: 4448.703613
	Iteration 12Q: 3 clusters Score -958744.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -958799.500000 Penalty: 4448.703613
	Iteration 13Q: 3 clusters Score -958799.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -958843.750000 Penalty: 4448.703613
	Iteration 14Q: 3 clusters Score -958843.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -958877.125000 Penalty: 4448.703613
	Iteration 15Q: 3 clusters Score -958877.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -958905.500000 Penalty: 4448.703613
	Iteration 16Q: 3 clusters Score -958905.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -958918.750000 Penalty: 4448.703613
	Iteration 17Q: 3 clusters Score -958918.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -958939.562500 Penalty: 4448.703613
	Iteration 18Q: 3 clusters Score -958939.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -958955.250000 Penalty: 4448.703613
	Iteration 19Q: 3 clusters Score -958955.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -958966.375000 Penalty: 4448.703613
	Iteration 20F: 3 clusters Score -958966.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -958972.125000 Penalty: 4448.703613
	Iteration 21Q: 3 clusters Score -958972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -958980.187500 Penalty: 4448.703613
	Iteration 22Q: 3 clusters Score -958980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -958987.375000 Penalty: 4448.703613
	Iteration 23Q: 3 clusters Score -958987.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -958994.750000 Penalty: 4448.703613
	Iteration 24Q: 3 clusters Score -958994.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -959000.125000 Penalty: 4448.703613
	Iteration 25Q: 3 clusters Score -959000.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -959001.250000 Penalty: 4448.703613
	Iteration 26Q: 3 clusters Score -959001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -959005.937500 Penalty: 4448.703613
	Iteration 27Q: 3 clusters Score -959005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -959007.500000 Penalty: 4448.703613
	Iteration 28Q: 3 clusters Score -959007.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -959013.500000 Penalty: 4448.703613
	Iteration 29Q: 3 clusters Score -959013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -959015.375000 Penalty: 4448.703613
	Iteration 30Q: 3 clusters Score -959015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -959015.562500 Penalty: 4448.703613
	Iteration 31Q: 3 clusters Score -959015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -959017.687500 Penalty: 4448.703613
	Iteration 32Q: 3 clusters Score -959017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -959018.312500 Penalty: 4448.703613
	Iteration 33Q: 3 clusters Score -959018.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -959019.875000 Penalty: 4448.703613
	Iteration 34Q: 3 clusters Score -959019.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -959023.062500 Penalty: 4448.703613
	Iteration 35Q: 3 clusters Score -959023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -959025.000000 Penalty: 4448.703613
	Iteration 36Q: 3 clusters Score -959025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -959026.437500 Penalty: 4448.703613
	Iteration 37Q: 3 clusters Score -959026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -959027.687500 Penalty: 4448.703613
	Iteration 38Q: 3 clusters Score -959027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -959027.187500 Penalty: 4448.703613
	Iteration 39Q: 3 clusters Score -959027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -959026.437500 Penalty: 4448.703613
	Iteration 40F: 3 clusters Score -959026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -959026.562500 Penalty: 4448.703613
	Iteration 41Q: 3 clusters Score -959026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -959026.562500 Penalty: 4448.703613
	Iteration 42F: 3 clusters Score -959026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Entering Unmasked Estep 
Score: -1440209.375000 Penalty: 2315.634766
	Iteration 0F: 2 clusters Score -1440209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1431659.375000 Penalty: 4631.269531
	Iteration 0F: 3 clusters Score -1431659 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1434222.500000 Penalty: 4631.269531
	Iteration 1F: 3 clusters Score -1434222 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1434556.625000 Penalty: 4631.269531
	Iteration 2F: 3 clusters Score -1434557 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1434800.500000 Penalty: 4631.269531
	Iteration 3Q: 3 clusters Score -1434800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1435015.000000 Penalty: 4631.269531
	Iteration 4Q: 3 clusters Score -1435015 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1435236.250000 Penalty: 4631.269531
	Iteration 5Q: 3 clusters Score -1435236 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1435441.500000 Penalty: 4631.269531
	Iteration 6Q: 3 clusters Score -1435442 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1435634.125000 Penalty: 4631.269531
	Iteration 7Q: 3 clusters Score -1435634 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1435859.625000 Penalty: 4631.269531
	Iteration 8Q: 3 clusters Score -1435860 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1436153.000000 Penalty: 4631.269531
	Iteration 9Q: 3 clusters Score -1436153 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1436482.500000 Penalty: 4631.269531
	Iteration 10Q: 3 clusters Score -1436482 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1436861.250000 Penalty: 4631.269531
	Iteration 11Q: 3 clusters Score -1436861 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1437212.500000 Penalty: 4631.269531
	Iteration 12Q: 3 clusters Score -1437212 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1437465.875000 Penalty: 4631.269531
	Iteration 13Q: 3 clusters Score -1437466 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1437677.500000 Penalty: 4631.269531
	Iteration 14Q: 3 clusters Score -1437678 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1437817.375000 Penalty: 4631.269531
	Iteration 15Q: 3 clusters Score -1437817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1437939.750000 Penalty: 4631.269531
	Iteration 16Q: 3 clusters Score -1437940 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1438054.250000 Penalty: 4631.269531
	Iteration 17Q: 3 clusters Score -1438054 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1438151.125000 Penalty: 4631.269531
	Iteration 18Q: 3 clusters Score -1438151 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1438236.875000 Penalty: 4631.269531
	Iteration 19Q: 3 clusters Score -1438237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1438323.875000 Penalty: 4631.269531
	Iteration 20F: 3 clusters Score -1438324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1438403.500000 Penalty: 4631.269531
	Iteration 21Q: 3 clusters Score -1438404 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1438482.375000 Penalty: 4631.269531
	Iteration 22Q: 3 clusters Score -1438482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1438543.875000 Penalty: 4631.269531
	Iteration 23Q: 3 clusters Score -1438544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1438589.375000 Penalty: 4631.269531
	Iteration 24Q: 3 clusters Score -1438589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1438630.875000 Penalty: 4631.269531
	Iteration 25Q: 3 clusters Score -1438631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1438649.625000 Penalty: 4631.269531
	Iteration 26Q: 3 clusters Score -1438650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1438672.750000 Penalty: 4631.269531
	Iteration 27Q: 3 clusters Score -1438673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1438683.625000 Penalty: 4631.269531
	Iteration 28Q: 3 clusters Score -1438684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1438696.250000 Penalty: 4631.269531
	Iteration 29Q: 3 clusters Score -1438696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1438704.500000 Penalty: 4631.269531
	Iteration 30Q: 3 clusters Score -1438704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1438714.500000 Penalty: 4631.269531
	Iteration 31Q: 3 clusters Score -1438714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1438725.750000 Penalty: 4631.269531
	Iteration 32Q: 3 clusters Score -1438726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1438733.500000 Penalty: 4631.269531
	Iteration 33Q: 3 clusters Score -1438734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1438738.875000 Penalty: 4631.269531
	Iteration 34Q: 3 clusters Score -1438739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1438743.000000 Penalty: 4631.269531
	Iteration 35Q: 3 clusters Score -1438743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1438749.625000 Penalty: 4631.269531
	Iteration 36Q: 3 clusters Score -1438750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1438754.500000 Penalty: 4631.269531
	Iteration 37Q: 3 clusters Score -1438754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1438756.375000 Penalty: 4631.269531
	Iteration 38Q: 3 clusters Score -1438756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1438752.500000 Penalty: 4631.269531
	Iteration 39Q: 3 clusters Score -1438752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1438754.250000 Penalty: 4631.269531
	Iteration 40F: 3 clusters Score -1438754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1438753.250000 Penalty: 4631.269531
	Iteration 41Q: 3 clusters Score -1438753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1438753.250000 Penalty: 4631.269531
	Iteration 42F: 3 clusters Score -1438753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -525054.625000 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -525054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -521064.375000 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -521064.4 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -521959.406250 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -521959.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -522148.062500 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -522148.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -522238.718750 Penalty: 4139.699219
	Iteration 3Q: 3 clusters Score -522238.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -522298.437500 Penalty: 4139.699219
	Iteration 4Q: 3 clusters Score -522298.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -522341.281250 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -522341.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -522382.750000 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -522382.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -522413.437500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -522413.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -522440.500000 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -522440.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -522461.468750 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -522461.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -522473.750000 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -522473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -522485.062500 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -522485.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -522492.437500 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -522492.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -522499.343750 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -522499.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -522504.843750 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -522504.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -522514.000000 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -522514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -522522.437500 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -522522.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -522532.093750 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -522532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -522540.468750 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -522540.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -522544.187500 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -522544.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -522552.000000 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -522552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -522557.250000 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -522557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -522562.562500 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -522562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -522567.062500 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -522567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -522570.062500 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -522570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -522571.062500 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -522571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -522572.312500 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -522572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -522573.375000 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -522573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -522576.906250 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -522576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -522578.593750 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -522578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -522580.687500 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -522580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -522583.781250 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -522583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -522585.500000 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -522585.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -522586.937500 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -522586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -522588.968750 Penalty: 4139.699219
	Iteration 34Q: 3 clusters Score -522589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -522591.343750 Penalty: 4139.699219
	Iteration 35Q: 3 clusters Score -522591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -522594.843750 Penalty: 4139.699219
	Iteration 36Q: 3 clusters Score -522594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -522599.531250 Penalty: 4139.699219
	Iteration 37Q: 3 clusters Score -522599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -522600.968750 Penalty: 4139.699219
	Iteration 38Q: 3 clusters Score -522601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -522604.187500 Penalty: 4139.699219
	Iteration 39Q: 3 clusters Score -522604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -522607.843750 Penalty: 4139.699219
	Iteration 40F: 3 clusters Score -522607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -522612.156250 Penalty: 4139.699219
	Iteration 41Q: 3 clusters Score -522612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -522615.875000 Penalty: 4139.699219
	Iteration 42Q: 3 clusters Score -522615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -522619.281250 Penalty: 4139.699219
	Iteration 43Q: 3 clusters Score -522619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -522624.687500 Penalty: 4139.699219
	Iteration 44Q: 3 clusters Score -522624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -522628.750000 Penalty: 4139.699219
	Iteration 45Q: 3 clusters Score -522628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -522632.843750 Penalty: 4139.699219
	Iteration 46Q: 3 clusters Score -522632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -522639.031250 Penalty: 4139.699219
	Iteration 47Q: 3 clusters Score -522639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -522647.375000 Penalty: 4139.699219
	Iteration 48Q: 3 clusters Score -522647.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -522663.093750 Penalty: 4139.699219
	Iteration 49Q: 3 clusters Score -522663.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -522683.250000 Penalty: 4139.699219
	Iteration 50Q: 3 clusters Score -522683.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -522713.187500 Penalty: 4139.699219
	Iteration 51Q: 3 clusters Score -522713.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -522747.031250 Penalty: 4139.699219
	Iteration 52Q: 3 clusters Score -522747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -522799.562500 Penalty: 4139.699219
	Iteration 53Q: 3 clusters Score -522799.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -522879.000000 Penalty: 4139.699219
	Iteration 54Q: 3 clusters Score -522879 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -522966.406250 Penalty: 4139.699219
	Iteration 55Q: 3 clusters Score -522966.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -523064.125000 Penalty: 4139.699219
	Iteration 56Q: 3 clusters Score -523064.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -523188.906250 Penalty: 4139.699219
	Iteration 57Q: 3 clusters Score -523188.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -523305.062500 Penalty: 4139.699219
	Iteration 58Q: 3 clusters Score -523305.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -523427.281250 Penalty: 4139.699219
	Iteration 59Q: 3 clusters Score -523427.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -523548.031250 Penalty: 4139.699219
	Iteration 60F: 3 clusters Score -523548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -523647.250000 Penalty: 4139.699219
	Iteration 61Q: 3 clusters Score -523647.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -523715.875000 Penalty: 4139.699219
	Iteration 62Q: 3 clusters Score -523715.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -523760.187500 Penalty: 4139.699219
	Iteration 63Q: 3 clusters Score -523760.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -523797.812500 Penalty: 4139.699219
	Iteration 64Q: 3 clusters Score -523797.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -523821.781250 Penalty: 4139.699219
	Iteration 65Q: 3 clusters Score -523821.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -523846.000000 Penalty: 4139.699219
	Iteration 66Q: 3 clusters Score -523846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -523862.500000 Penalty: 4139.699219
	Iteration 67Q: 3 clusters Score -523862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -523868.687500 Penalty: 4139.699219
	Iteration 68Q: 3 clusters Score -523868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -523873.343750 Penalty: 4139.699219
	Iteration 69Q: 3 clusters Score -523873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -523875.531250 Penalty: 4139.699219
	Iteration 70Q: 3 clusters Score -523875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -523877.156250 Penalty: 4139.699219
	Iteration 71Q: 3 clusters Score -523877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -523878.312500 Penalty: 4139.699219
	Iteration 72Q: 3 clusters Score -523878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -523879.906250 Penalty: 4139.699219
	Iteration 73Q: 3 clusters Score -523879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -523881.000000 Penalty: 4139.699219
	Iteration 74Q: 3 clusters Score -523881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -523885.593750 Penalty: 4139.699219
	Iteration 75Q: 3 clusters Score -523885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -523891.468750 Penalty: 4139.699219
	Iteration 76Q: 3 clusters Score -523891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -523894.468750 Penalty: 4139.699219
	Iteration 77Q: 3 clusters Score -523894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -523896.406250 Penalty: 4139.699219
	Iteration 78Q: 3 clusters Score -523896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -523898.656250 Penalty: 4139.699219
	Iteration 79Q: 3 clusters Score -523898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -523900.812500 Penalty: 4139.699219
	Iteration 80F: 3 clusters Score -523900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -523901.812500 Penalty: 4139.699219
	Iteration 81Q: 3 clusters Score -523901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -523901.812500 Penalty: 4139.699219
	Iteration 82F: 3 clusters Score -523901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -474188.812500 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -474188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -470390.156250 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -470390.2 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -471170.125000 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -471170.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -471321.562500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -471321.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -471420.031250 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -471420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -471491.718750 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -471491.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -471559.031250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -471559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471610.937500 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -471610.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -471657.312500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -471657.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -471693.031250 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -471693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471724.406250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -471724.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -471748.000000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -471748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -471775.468750 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -471775.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471808.781250 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -471808.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471833.468750 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -471833.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -471854.156250 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -471854.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -471875.843750 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -471875.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -471900.187500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -471900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471928.781250 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -471928.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -471956.531250 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -471956.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -471992.281250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -471992.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -472026.406250 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -472026.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -472057.406250 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -472057.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -472088.218750 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -472088.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -472117.718750 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -472117.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -472137.843750 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -472137.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -472156.562500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -472156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -472172.562500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -472172.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -472185.343750 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -472185.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -472192.625000 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -472192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -472199.125000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -472199.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -472204.781250 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -472204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -472211.125000 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -472211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -472213.625000 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -472213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -472216.468750 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -472216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -472218.625000 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -472218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -472224.031250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -472224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -472228.031250 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -472228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -472230.218750 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -472230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -472232.437500 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -472232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -472235.937500 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -472235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -472238.906250 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -472238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -472242.343750 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -472242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -472245.250000 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -472245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -472248.000000 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -472248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -472250.281250 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -472250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -472252.500000 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -472252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -472253.437500 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -472253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -472255.718750 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -472255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -472257.312500 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -472257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -472259.000000 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -472259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -472259.000000 Penalty: 4091.140625
	Iteration 50F: 3 clusters Score -472259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1718906.250000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1718906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1707806.250000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1707806 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1711676.750000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1711677 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1712477.625000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1712478 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1713197.125000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -1713197 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1713830.000000 Penalty: 4783.490234
	Iteration 4F: 3 clusters Score -1713830 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1714350.375000 Penalty: 4783.490234
	Iteration 5F: 3 clusters Score -1714350 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1714764.625000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -1714765 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1715100.750000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -1715101 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1715379.250000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -1715379 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1715642.500000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1715642 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1715851.000000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1715851 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1716015.125000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1716015 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1716157.000000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1716157 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1716288.875000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1716289 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1716414.125000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1716414 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1716535.375000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1716535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1716643.375000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1716643 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1716731.375000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1716731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1716821.125000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1716821 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1716887.500000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1716888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1716952.375000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1716952 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1716998.625000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1716999 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1717045.000000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1717045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1717078.750000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1717079 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1717106.375000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1717106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1717134.375000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1717134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1717158.250000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1717158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1717166.875000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1717167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1717182.000000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1717182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1717196.000000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1717196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1717206.625000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1717207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1717217.000000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1717217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1717222.250000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1717222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1717232.750000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1717233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1717240.000000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1717240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1717248.000000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1717248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1717245.000000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1717245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1717250.875000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1717251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1717251.000000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1717251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1717259.875000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -1717260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1717271.500000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -1717272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1717273.625000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -1717274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1717276.250000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -1717276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1717277.250000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -1717277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1717281.375000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -1717281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1717286.500000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -1717286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1717281.375000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -1717281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1717283.375000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -1717283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1717287.125000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -1717287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1717291.750000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -1717292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1717297.250000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -1717297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1717302.125000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -1717302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1717303.250000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -1717303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1717305.875000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -1717306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1717309.250000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -1717309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1717307.750000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -1717308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1717307.625000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -1717308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1717318.000000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -1717318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1717321.375000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -1717321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1717319.625000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -1717320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1717326.500000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -1717326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1717331.500000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -1717332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1717333.125000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -1717333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1717334.250000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -1717334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1717332.000000 Penalty: 4783.490234
	Iteration 64Q: 3 clusters Score -1717332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1717332.500000 Penalty: 4783.490234
	Iteration 65Q: 3 clusters Score -1717332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1717334.625000 Penalty: 4783.490234
	Iteration 66Q: 3 clusters Score -1717335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1717331.250000 Penalty: 4783.490234
	Iteration 67Q: 3 clusters Score -1717331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1717329.500000 Penalty: 4783.490234
	Iteration 68Q: 3 clusters Score -1717330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1717332.375000 Penalty: 4783.490234
	Iteration 69Q: 3 clusters Score -1717332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1717332.375000 Penalty: 4783.490234
	Iteration 70Q: 3 clusters Score -1717332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1717331.375000 Penalty: 4783.490234
	Iteration 71Q: 3 clusters Score -1717331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1717331.125000 Penalty: 4783.490234
	Iteration 72Q: 3 clusters Score -1717331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1717334.500000 Penalty: 4783.490234
	Iteration 73Q: 3 clusters Score -1717334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1717337.625000 Penalty: 4783.490234
	Iteration 74Q: 3 clusters Score -1717338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1717340.375000 Penalty: 4783.490234
	Iteration 75Q: 3 clusters Score -1717340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1717337.875000 Penalty: 4783.490234
	Iteration 76Q: 3 clusters Score -1717338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1717338.125000 Penalty: 4783.490234
	Iteration 77Q: 3 clusters Score -1717338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1717343.750000 Penalty: 4783.490234
	Iteration 78Q: 3 clusters Score -1717344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1717345.750000 Penalty: 4783.490234
	Iteration 79Q: 3 clusters Score -1717346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1717340.125000 Penalty: 4783.490234
	Iteration 80F: 3 clusters Score -1717340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1717341.750000 Penalty: 4783.490234
	Iteration 81Q: 3 clusters Score -1717342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1717339.875000 Penalty: 4783.490234
	Iteration 82Q: 3 clusters Score -1717340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1717346.500000 Penalty: 4783.490234
	Iteration 83Q: 3 clusters Score -1717346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1717344.875000 Penalty: 4783.490234
	Iteration 84Q: 3 clusters Score -1717345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1717345.375000 Penalty: 4783.490234
	Iteration 85Q: 3 clusters Score -1717345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1717346.625000 Penalty: 4783.490234
	Iteration 86Q: 3 clusters Score -1717347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1717351.000000 Penalty: 4783.490234
	Iteration 87Q: 3 clusters Score -1717351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1717353.125000 Penalty: 4783.490234
	Iteration 88Q: 3 clusters Score -1717353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1717353.625000 Penalty: 4783.490234
	Iteration 89Q: 3 clusters Score -1717354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1717354.750000 Penalty: 4783.490234
	Iteration 90Q: 3 clusters Score -1717355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1717357.125000 Penalty: 4783.490234
	Iteration 91Q: 3 clusters Score -1717357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1717359.125000 Penalty: 4783.490234
	Iteration 92Q: 3 clusters Score -1717359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1717364.500000 Penalty: 4783.490234
	Iteration 93Q: 3 clusters Score -1717364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1717366.500000 Penalty: 4783.490234
	Iteration 94Q: 3 clusters Score -1717366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1717367.875000 Penalty: 4783.490234
	Iteration 95Q: 3 clusters Score -1717368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1717371.125000 Penalty: 4783.490234
	Iteration 96Q: 3 clusters Score -1717371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1717371.375000 Penalty: 4783.490234
	Iteration 97Q: 3 clusters Score -1717371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1717374.625000 Penalty: 4783.490234
	Iteration 98Q: 3 clusters Score -1717375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1717374.750000 Penalty: 4783.490234
	Iteration 99Q: 3 clusters Score -1717375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1717376.750000 Penalty: 4783.490234
	Iteration 100F: 3 clusters Score -1717377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1717377.750000 Penalty: 4783.490234
	Iteration 101Q: 3 clusters Score -1717378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1717379.500000 Penalty: 4783.490234
	Iteration 102Q: 3 clusters Score -1717380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1717382.250000 Penalty: 4783.490234
	Iteration 103Q: 3 clusters Score -1717382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1717381.375000 Penalty: 4783.490234
	Iteration 104Q: 3 clusters Score -1717381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1717381.375000 Penalty: 4783.490234
	Iteration 105F: 3 clusters Score -1717381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -691143.687500 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -691143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -686330.125000 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -686330.1 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -687490.562500 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -687490.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -687692.562500 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -687692.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -687824.000000 Penalty: 4272.342773
	Iteration 3Q: 3 clusters Score -687824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -687928.687500 Penalty: 4272.342773
	Iteration 4Q: 3 clusters Score -687928.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -688027.687500 Penalty: 4272.342773
	Iteration 5Q: 3 clusters Score -688027.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -688114.000000 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -688114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -688198.312500 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -688198.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -688280.500000 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -688280.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -688371.312500 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -688371.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -688493.500000 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -688493.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -688600.562500 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -688600.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -688699.062500 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -688699.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -688779.625000 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -688779.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -688870.687500 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -688870.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -688950.000000 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -688950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -689019.812500 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -689019.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -689087.875000 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -689087.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -689160.312500 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -689160.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -689215.500000 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -689215.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -689267.625000 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -689267.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -689313.312500 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -689313.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -689345.062500 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -689345.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -689372.937500 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -689372.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -689388.000000 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -689388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -689400.187500 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -689400.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -689413.500000 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -689413.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -689420.687500 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -689420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -689424.312500 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -689424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -689427.562500 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -689427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -689431.750000 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -689431.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -689441.875000 Penalty: 4272.342773
	Iteration 31Q: 3 clusters Score -689441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -689451.437500 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -689451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -689457.750000 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -689457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -689463.250000 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -689463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -689472.437500 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -689472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -689479.562500 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -689479.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -689486.375000 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -689486.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -689494.500000 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -689494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -689502.937500 Penalty: 4272.342773
	Iteration 39Q: 3 clusters Score -689502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -689506.875000 Penalty: 4272.342773
	Iteration 40F: 3 clusters Score -689506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -689511.000000 Penalty: 4272.342773
	Iteration 41Q: 3 clusters Score -689511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -689512.625000 Penalty: 4272.342773
	Iteration 42Q: 3 clusters Score -689512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -689517.062500 Penalty: 4272.342773
	Iteration 43Q: 3 clusters Score -689517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -689520.062500 Penalty: 4272.342773
	Iteration 44Q: 3 clusters Score -689520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -689524.062500 Penalty: 4272.342773
	Iteration 45Q: 3 clusters Score -689524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -689530.375000 Penalty: 4272.342773
	Iteration 46Q: 3 clusters Score -689530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -689533.625000 Penalty: 4272.342773
	Iteration 47Q: 3 clusters Score -689533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -689535.125000 Penalty: 4272.342773
	Iteration 48Q: 3 clusters Score -689535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -689535.125000 Penalty: 4272.342773
	Iteration 49F: 3 clusters Score -689535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Entering Unmasked Estep 
Score: -7629657.000000 Penalty: 2721.064697
	Iteration 0F: 2 clusters Score -7629657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7590536.500000 Penalty: 5442.129395
	Iteration 0F: 3 clusters Score -7590536 nChanged 26968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -7605552.000000 Penalty: 5442.129395
	Iteration 1F: 3 clusters Score -7605552 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -7606229.000000 Penalty: 5442.129395
	Iteration 2Q: 3 clusters Score -7606229 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7607071.000000 Penalty: 5442.129395
	Iteration 3Q: 3 clusters Score -7607071 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -7608065.500000 Penalty: 5442.129395
	Iteration 4Q: 3 clusters Score -7608066 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7609543.500000 Penalty: 5442.129395
	Iteration 5Q: 3 clusters Score -7609544 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7611901.000000 Penalty: 5442.129395
	Iteration 6F: 3 clusters Score -7611901 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -7615128.000000 Penalty: 5442.129395
	Iteration 7F: 3 clusters Score -7615128 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -7619039.500000 Penalty: 5442.129395
	Iteration 8F: 3 clusters Score -7619040 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -7622364.000000 Penalty: 5442.129395
	Iteration 9F: 3 clusters Score -7622364 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -7624742.000000 Penalty: 5442.129395
	Iteration 10Q: 3 clusters Score -7624742 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -7626013.000000 Penalty: 5442.129395
	Iteration 11Q: 3 clusters Score -7626013 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -7626598.000000 Penalty: 5442.129395
	Iteration 12Q: 3 clusters Score -7626598 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -7626873.000000 Penalty: 5442.129395
	Iteration 13Q: 3 clusters Score -7626873 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7627047.500000 Penalty: 5442.129395
	Iteration 14Q: 3 clusters Score -7627048 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7627148.000000 Penalty: 5442.129395
	Iteration 15Q: 3 clusters Score -7627148 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7627238.000000 Penalty: 5442.129395
	Iteration 16Q: 3 clusters Score -7627238 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -7627276.500000 Penalty: 5442.129395
	Iteration 17Q: 3 clusters Score -7627276 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -7627324.500000 Penalty: 5442.129395
	Iteration 18Q: 3 clusters Score -7627324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -7627347.000000 Penalty: 5442.129395
	Iteration 19Q: 3 clusters Score -7627347 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -7627375.500000 Penalty: 5442.129395
	Iteration 20F: 3 clusters Score -7627376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -7627370.500000 Penalty: 5442.129395
	Iteration 21Q: 3 clusters Score -7627370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -7627378.000000 Penalty: 5442.129395
	Iteration 22Q: 3 clusters Score -7627378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7627377.500000 Penalty: 5442.129395
	Iteration 23Q: 3 clusters Score -7627378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7627392.500000 Penalty: 5442.129395
	Iteration 24Q: 3 clusters Score -7627392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -7627421.000000 Penalty: 5442.129395
	Iteration 25Q: 3 clusters Score -7627421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -7627426.000000 Penalty: 5442.129395
	Iteration 26Q: 3 clusters Score -7627426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -7627455.000000 Penalty: 5442.129395
	Iteration 27Q: 3 clusters Score -7627455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -7627463.000000 Penalty: 5442.129395
	Iteration 28Q: 3 clusters Score -7627463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -7627491.500000 Penalty: 5442.129395
	Iteration 29Q: 3 clusters Score -7627492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -7627517.000000 Penalty: 5442.129395
	Iteration 30Q: 3 clusters Score -7627517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -7627538.000000 Penalty: 5442.129395
	Iteration 31Q: 3 clusters Score -7627538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -7627549.500000 Penalty: 5442.129395
	Iteration 32Q: 3 clusters Score -7627550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7627550.500000 Penalty: 5442.129395
	Iteration 33Q: 3 clusters Score -7627550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -7627549.000000 Penalty: 5442.129395
	Iteration 34Q: 3 clusters Score -7627549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -7627567.000000 Penalty: 5442.129395
	Iteration 35Q: 3 clusters Score -7627567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -7627578.500000 Penalty: 5442.129395
	Iteration 36Q: 3 clusters Score -7627578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7627569.000000 Penalty: 5442.129395
	Iteration 37Q: 3 clusters Score -7627569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -7627562.000000 Penalty: 5442.129395
	Iteration 38Q: 3 clusters Score -7627562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -7627563.000000 Penalty: 5442.129395
	Iteration 39Q: 3 clusters Score -7627563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7627562.500000 Penalty: 5442.129395
	Iteration 40F: 3 clusters Score -7627562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7627566.000000 Penalty: 5442.129395
	Iteration 41Q: 3 clusters Score -7627566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7627557.000000 Penalty: 5442.129395
	Iteration 42Q: 3 clusters Score -7627557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -7627562.500000 Penalty: 5442.129395
	Iteration 43Q: 3 clusters Score -7627562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -7627566.000000 Penalty: 5442.129395
	Iteration 44Q: 3 clusters Score -7627566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -7627565.500000 Penalty: 5442.129395
	Iteration 45Q: 3 clusters Score -7627566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -7627576.000000 Penalty: 5442.129395
	Iteration 46Q: 3 clusters Score -7627576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -7627576.000000 Penalty: 5442.129395
	Iteration 47Q: 3 clusters Score -7627576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7627566.500000 Penalty: 5442.129395
	Iteration 48Q: 3 clusters Score -7627566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7627566.000000 Penalty: 5442.129395
	Iteration 49Q: 3 clusters Score -7627566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -7627565.500000 Penalty: 5442.129395
	Iteration 50Q: 3 clusters Score -7627566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7627570.000000 Penalty: 5442.129395
	Iteration 51Q: 3 clusters Score -7627570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7627570.000000 Penalty: 5442.129395
	Iteration 52F: 3 clusters Score -7627570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (342556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342556 members 
Entering Unmasked Estep 
Score: -44394196.000000 Penalty: 3160.559082
	Iteration 0F: 2 clusters Score -4.43942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -44188996.000000 Penalty: 6321.118164
	Iteration 0F: 3 clusters Score -4.4189e+07 nChanged 166219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -44287092.000000 Penalty: 6321.118164
	Iteration 1F: 3 clusters Score -4.428709e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -44288192.000000 Penalty: 6321.118164
	Iteration 2Q: 3 clusters Score -4.428819e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189546 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -44290132.000000 Penalty: 6321.118164
	Iteration 3Q: 3 clusters Score -4.429013e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200942 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -44293560.000000 Penalty: 6321.118164
	Iteration 4Q: 3 clusters Score -4.429356e+07 nChanged 17729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218135 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -44300232.000000 Penalty: 6321.118164
	Iteration 5F: 3 clusters Score -4.430023e+07 nChanged 23590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241289 members 
Mstep: Class 2 contains 101267 members 
Entering Unmasked Estep 
Score: -44310852.000000 Penalty: 6321.118164
	Iteration 6F: 3 clusters Score -4.431085e+07 nChanged 27136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268121 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -44327712.000000 Penalty: 6321.118164
	Iteration 7F: 3 clusters Score -4.432771e+07 nChanged 25940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293953 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -44346664.000000 Penalty: 6321.118164
	Iteration 8F: 3 clusters Score -4.434666e+07 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313820 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -44362120.000000 Penalty: 6321.118164
	Iteration 9F: 3 clusters Score -4.436212e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326416 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -44373384.000000 Penalty: 6321.118164
	Iteration 10Q: 3 clusters Score -4.437338e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333823 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -44381868.000000 Penalty: 6321.118164
	Iteration 11Q: 3 clusters Score -4.438187e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337954 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -44386272.000000 Penalty: 6321.118164
	Iteration 12Q: 3 clusters Score -4.438627e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340109 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -44388696.000000 Penalty: 6321.118164
	Iteration 13Q: 3 clusters Score -4.43887e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341160 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -44389980.000000 Penalty: 6321.118164
	Iteration 14Q: 3 clusters Score -4.438998e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341649 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -44390548.000000 Penalty: 6321.118164
	Iteration 15Q: 3 clusters Score -4.439055e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341867 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -44390760.000000 Penalty: 6321.118164
	Iteration 16Q: 3 clusters Score -4.439076e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341981 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44390868.000000 Penalty: 6321.118164
	Iteration 17Q: 3 clusters Score -4.439087e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342040 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -44390996.000000 Penalty: 6321.118164
	Iteration 18Q: 3 clusters Score -4.4391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342078 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -44391064.000000 Penalty: 6321.118164
	Iteration 19Q: 3 clusters Score -4.439106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342105 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44391108.000000 Penalty: 6321.118164
	Iteration 20F: 3 clusters Score -4.439111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342123 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44391092.000000 Penalty: 6321.118164
	Iteration 21Q: 3 clusters Score -4.439109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342138 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44391128.000000 Penalty: 6321.118164
	Iteration 22Q: 3 clusters Score -4.439113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342142 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -44391132.000000 Penalty: 6321.118164
	Iteration 23Q: 3 clusters Score -4.439113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342142 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -44391156.000000 Penalty: 6321.118164
	Iteration 24Q: 3 clusters Score -4.439116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44391136.000000 Penalty: 6321.118164
	Iteration 25Q: 3 clusters Score -4.439114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44391148.000000 Penalty: 6321.118164
	Iteration 26Q: 3 clusters Score -4.439115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44391120.000000 Penalty: 6321.118164
	Iteration 27Q: 3 clusters Score -4.439112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342157 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44391176.000000 Penalty: 6321.118164
	Iteration 28Q: 3 clusters Score -4.439118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342163 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44391160.000000 Penalty: 6321.118164
	Iteration 29Q: 3 clusters Score -4.439116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342163 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44391192.000000 Penalty: 6321.118164
	Iteration 30Q: 3 clusters Score -4.439119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342163 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44391188.000000 Penalty: 6321.118164
	Iteration 31Q: 3 clusters Score -4.439119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342164 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44391196.000000 Penalty: 6321.118164
	Iteration 32Q: 3 clusters Score -4.43912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342165 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44391200.000000 Penalty: 6321.118164
	Iteration 33Q: 3 clusters Score -4.43912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342165 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44391200.000000 Penalty: 6321.118164
	Iteration 34F: 3 clusters Score -4.43912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Entering Unmasked Estep 
Score: -1796881.875000 Penalty: 2380.803711
	Iteration 0F: 2 clusters Score -1796882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1786147.000000 Penalty: 4761.607422
	Iteration 0F: 3 clusters Score -1786147 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1789626 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1790153 nChanged 903
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Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1790654 nChanged 818
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Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1791158 nChanged 812
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Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1791710.750000 Penalty: 4761.607422
	Iteration 5F: 3 clusters Score -1791711 nChanged 852
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Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1792329 nChanged 820
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Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1792921 nChanged 766
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Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1793434 nChanged 660
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1793847 nChanged 555
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Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1794152 nChanged 460
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Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1794361 nChanged 356
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Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1794500 nChanged 249
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1794592 nChanged 203
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Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1794651 nChanged 150
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Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1794694 nChanged 119
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Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1794727 nChanged 107
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1794752 nChanged 111
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Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1794789 nChanged 114
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1794818 nChanged 105
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Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1794850 nChanged 109
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Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1794882 nChanged 99
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Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1794918 nChanged 114
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Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1794956 nChanged 116
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Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1794996 nChanged 113
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1795025 nChanged 111
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1795061 nChanged 111
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Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1795086 nChanged 105
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Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1795124 nChanged 106
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1795148 nChanged 84
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1795171 nChanged 81
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Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1795190 nChanged 68
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Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1795203 nChanged 66
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1795214 nChanged 61
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1795226 nChanged 63
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1795242 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1795262 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1795277 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1795296 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1795313 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1795340 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1795372 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1795392 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1795408 nChanged 63
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1795426 nChanged 67
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1795437 nChanged 64
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Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1795457 nChanged 64
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Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1795469 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1795479 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1795489.875000 Penalty: 4761.607422
	Iteration 49Q: 3 clusters Score -1795490 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1795499 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1795504 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1795513.875000 Penalty: 4761.607422
	Iteration 52Q: 3 clusters Score -1795514 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1795513 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1795518 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1795519 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10010 members 
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	Iteration 56Q: 3 clusters Score -1795519 nChanged 14
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Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1795520 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4751 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1795522 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4754 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1795523 nChanged 20
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Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1795527 nChanged 6
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1795530 nChanged 4
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Mstep: Class 1 contains 4748 members 
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	Iteration 62Q: 3 clusters Score -1795529 nChanged 3
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Mstep: Class 1 contains 4751 members 
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	Iteration 63Q: 3 clusters Score -1795530 nChanged 2
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Mstep: Class 1 contains 4751 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1795532 nChanged 3
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Mstep: Class 1 contains 4754 members 
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Entering Unmasked Estep 
Score: -1795533.625000 Penalty: 4761.607422
	Iteration 65Q: 3 clusters Score -1795534 nChanged 6
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Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1795534 nChanged 6
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Mstep: Class 1 contains 4760 members 
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	Iteration 67Q: 3 clusters Score -1795536 nChanged 6
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Mstep: Class 1 contains 4762 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1795535 nChanged 7
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Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1795534 nChanged 11
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Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1795541.500000 Penalty: 4761.607422
	Iteration 70Q: 3 clusters Score -1795542 nChanged 15
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Mstep: Class 1 contains 4781 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1795543 nChanged 12
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Mstep: Class 1 contains 4787 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1795544 nChanged 9
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Mstep: Class 1 contains 4788 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1795546 nChanged 12
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1795545 nChanged 11
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Mstep: Class 1 contains 4791 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1795544 nChanged 6
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1795545 nChanged 1
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	Iteration 77Q: 3 clusters Score -1795546 nChanged 4
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1795545 nChanged 4
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	Iteration 79Q: 3 clusters Score -1795547 nChanged 3
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1795548 nChanged 4
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Mstep: Class 1 contains 4779 members 
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	Iteration 81Q: 3 clusters Score -1795548 nChanged 3
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	Iteration 82Q: 3 clusters Score -1795551 nChanged 4
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	Iteration 83Q: 3 clusters Score -1795549 nChanged 5
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	Iteration 84Q: 3 clusters Score -1795551 nChanged 4
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	Iteration 85Q: 3 clusters Score -1795550 nChanged 5
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	Iteration 86Q: 3 clusters Score -1795550 nChanged 3
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Mstep: Class 1 contains 4769 members 
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	Iteration 87Q: 3 clusters Score -1795550 nChanged 3
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	Iteration 88Q: 3 clusters Score -1795553 nChanged 4
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	Iteration 89Q: 3 clusters Score -1795554 nChanged 4
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	Iteration 90Q: 3 clusters Score -1795554 nChanged 7
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	Iteration 91Q: 3 clusters Score -1795553 nChanged 10
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	Iteration 92Q: 3 clusters Score -1795552 nChanged 5
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	Iteration 93Q: 3 clusters Score -1795550 nChanged 3
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Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1795548.750000 Penalty: 4761.607422
	Iteration 94Q: 3 clusters Score -1795549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1795549.875000 Penalty: 4761.607422
	Iteration 95Q: 3 clusters Score -1795550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1795549.750000 Penalty: 4761.607422
	Iteration 96Q: 3 clusters Score -1795550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1795551.750000 Penalty: 4761.607422
	Iteration 97Q: 3 clusters Score -1795552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1795551.250000 Penalty: 4761.607422
	Iteration 98Q: 3 clusters Score -1795551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1795551.250000 Penalty: 4761.607422
	Iteration 99F: 3 clusters Score -1795551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -163387.046875 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -163387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161078.937500 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -161078.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161497.046875 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -161497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161634.906250 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -161634.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161742.515625 Penalty: 3632.292725
	Iteration 3Q: 3 clusters Score -161742.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161815.359375 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -161815.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161873.406250 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -161873.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161926.375000 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -161926.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161964.093750 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -161964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161990.781250 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -161990.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162004.312500 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -162004.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162014.609375 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -162014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162028.843750 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -162028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162042.187500 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -162042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162053.734375 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -162053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -162063.765625 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -162063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162075.593750 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -162075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -162082.296875 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -162082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -162086.812500 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -162086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -162098.296875 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -162098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -162102.515625 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -162102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -162111.718750 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -162111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -162123.515625 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -162123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162132.421875 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -162132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -162140.671875 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -162140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -162150.578125 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -162150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162155.828125 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -162155.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -162165.312500 Penalty: 3632.292725
	Iteration 26Q: 3 clusters Score -162165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162181.703125 Penalty: 3632.292725
	Iteration 27Q: 3 clusters Score -162181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162211.000000 Penalty: 3632.292725
	Iteration 28Q: 3 clusters Score -162211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -162253.562500 Penalty: 3632.292725
	Iteration 29Q: 3 clusters Score -162253.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162333.046875 Penalty: 3632.292725
	Iteration 30Q: 3 clusters Score -162333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162404.328125 Penalty: 3632.292725
	Iteration 31Q: 3 clusters Score -162404.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -162455.484375 Penalty: 3632.292725
	Iteration 32Q: 3 clusters Score -162455.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162492.578125 Penalty: 3632.292725
	Iteration 33Q: 3 clusters Score -162492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -162528.703125 Penalty: 3632.292725
	Iteration 34Q: 3 clusters Score -162528.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -162566.546875 Penalty: 3632.292725
	Iteration 35Q: 3 clusters Score -162566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162602.671875 Penalty: 3632.292725
	Iteration 36Q: 3 clusters Score -162602.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -162633.812500 Penalty: 3632.292725
	Iteration 37Q: 3 clusters Score -162633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -162644.250000 Penalty: 3632.292725
	Iteration 38Q: 3 clusters Score -162644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -162649.531250 Penalty: 3632.292725
	Iteration 39Q: 3 clusters Score -162649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -162652.375000 Penalty: 3632.292725
	Iteration 40F: 3 clusters Score -162652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -162653.875000 Penalty: 3632.292725
	Iteration 41Q: 3 clusters Score -162653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -162656.062500 Penalty: 3632.292725
	Iteration 42Q: 3 clusters Score -162656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -162661.531250 Penalty: 3632.292725
	Iteration 43Q: 3 clusters Score -162661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -162662.531250 Penalty: 3632.292725
	Iteration 44Q: 3 clusters Score -162662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -162664.046875 Penalty: 3632.292725
	Iteration 45Q: 3 clusters Score -162664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -162666.781250 Penalty: 3632.292725
	Iteration 46Q: 3 clusters Score -162666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -162673.515625 Penalty: 3632.292725
	Iteration 47Q: 3 clusters Score -162673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162682.343750 Penalty: 3632.292725
	Iteration 48Q: 3 clusters Score -162682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -162688.515625 Penalty: 3632.292725
	Iteration 49Q: 3 clusters Score -162688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162691.078125 Penalty: 3632.292725
	Iteration 50Q: 3 clusters Score -162691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162692.937500 Penalty: 3632.292725
	Iteration 51Q: 3 clusters Score -162692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162693.593750 Penalty: 3632.292725
	Iteration 52Q: 3 clusters Score -162693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162693.593750 Penalty: 3632.292725
	Iteration 53F: 3 clusters Score -162693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Entering Unmasked Estep 
Score: -1155849.250000 Penalty: 2264.158691
	Iteration 0F: 2 clusters Score -1155849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1148651.750000 Penalty: 4528.317383
	Iteration 0F: 3 clusters Score -1148652 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1150666.500000 Penalty: 4528.317383
	Iteration 1F: 3 clusters Score -1150666 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1150908.625000 Penalty: 4528.317383
	Iteration 2F: 3 clusters Score -1150909 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1151064.125000 Penalty: 4528.317383
	Iteration 3Q: 3 clusters Score -1151064 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1151186.375000 Penalty: 4528.317383
	Iteration 4Q: 3 clusters Score -1151186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1151295.375000 Penalty: 4528.317383
	Iteration 5Q: 3 clusters Score -1151295 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1151427.000000 Penalty: 4528.317383
	Iteration 6Q: 3 clusters Score -1151427 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1151567.000000 Penalty: 4528.317383
	Iteration 7Q: 3 clusters Score -1151567 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1151703.125000 Penalty: 4528.317383
	Iteration 8Q: 3 clusters Score -1151703 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1151876.750000 Penalty: 4528.317383
	Iteration 9Q: 3 clusters Score -1151877 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1152085.125000 Penalty: 4528.317383
	Iteration 10Q: 3 clusters Score -1152085 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1152334.500000 Penalty: 4528.317383
	Iteration 11Q: 3 clusters Score -1152334 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1152615.000000 Penalty: 4528.317383
	Iteration 12Q: 3 clusters Score -1152615 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1152863.250000 Penalty: 4528.317383
	Iteration 13Q: 3 clusters Score -1152863 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1153069.375000 Penalty: 4528.317383
	Iteration 14Q: 3 clusters Score -1153069 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1153254.250000 Penalty: 4528.317383
	Iteration 15Q: 3 clusters Score -1153254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1153390.375000 Penalty: 4528.317383
	Iteration 16Q: 3 clusters Score -1153390 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1153491.125000 Penalty: 4528.317383
	Iteration 17Q: 3 clusters Score -1153491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1153578.500000 Penalty: 4528.317383
	Iteration 18Q: 3 clusters Score -1153578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1153639.250000 Penalty: 4528.317383
	Iteration 19Q: 3 clusters Score -1153639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1153689.500000 Penalty: 4528.317383
	Iteration 20F: 3 clusters Score -1153690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1153729.250000 Penalty: 4528.317383
	Iteration 21Q: 3 clusters Score -1153729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1153775.125000 Penalty: 4528.317383
	Iteration 22Q: 3 clusters Score -1153775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1153803.000000 Penalty: 4528.317383
	Iteration 23Q: 3 clusters Score -1153803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1153823.125000 Penalty: 4528.317383
	Iteration 24Q: 3 clusters Score -1153823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1153842.250000 Penalty: 4528.317383
	Iteration 25Q: 3 clusters Score -1153842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1153850.875000 Penalty: 4528.317383
	Iteration 26Q: 3 clusters Score -1153851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1153857.000000 Penalty: 4528.317383
	Iteration 27Q: 3 clusters Score -1153857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1153863.750000 Penalty: 4528.317383
	Iteration 28Q: 3 clusters Score -1153864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1153865.500000 Penalty: 4528.317383
	Iteration 29Q: 3 clusters Score -1153866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1153868.250000 Penalty: 4528.317383
	Iteration 30Q: 3 clusters Score -1153868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1153868.250000 Penalty: 4528.317383
	Iteration 31F: 3 clusters Score -1153868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Entering Unmasked Estep 
Score: -3578645.500000 Penalty: 2531.389404
	Iteration 0F: 2 clusters Score -3578646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3560074.750000 Penalty: 5062.778809
	Iteration 0F: 3 clusters Score -3560075 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3566575.500000 Penalty: 5062.778809
	Iteration 1F: 3 clusters Score -3566576 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3567076.000000 Penalty: 5062.778809
	Iteration 2F: 3 clusters Score -3567076 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3567478.500000 Penalty: 5062.778809
	Iteration 3Q: 3 clusters Score -3567478 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3567802.000000 Penalty: 5062.778809
	Iteration 4Q: 3 clusters Score -3567802 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3568121.000000 Penalty: 5062.778809
	Iteration 5Q: 3 clusters Score -3568121 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3568484.500000 Penalty: 5062.778809
	Iteration 6Q: 3 clusters Score -3568484 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3568934.250000 Penalty: 5062.778809
	Iteration 7Q: 3 clusters Score -3568934 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3569494.750000 Penalty: 5062.778809
	Iteration 8Q: 3 clusters Score -3569495 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3570252.000000 Penalty: 5062.778809
	Iteration 9Q: 3 clusters Score -3570252 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3571200.500000 Penalty: 5062.778809
	Iteration 10F: 3 clusters Score -3571200 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3572231.000000 Penalty: 5062.778809
	Iteration 11F: 3 clusters Score -3572231 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3573094.000000 Penalty: 5062.778809
	Iteration 12Q: 3 clusters Score -3573094 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3573655.500000 Penalty: 5062.778809
	Iteration 13Q: 3 clusters Score -3573656 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3574019.750000 Penalty: 5062.778809
	Iteration 14Q: 3 clusters Score -3574020 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3574268.000000 Penalty: 5062.778809
	Iteration 15Q: 3 clusters Score -3574268 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3574456.250000 Penalty: 5062.778809
	Iteration 16Q: 3 clusters Score -3574456 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3574615.000000 Penalty: 5062.778809
	Iteration 17Q: 3 clusters Score -3574615 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3574727.500000 Penalty: 5062.778809
	Iteration 18Q: 3 clusters Score -3574728 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3574827.000000 Penalty: 5062.778809
	Iteration 19Q: 3 clusters Score -3574827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3574913.000000 Penalty: 5062.778809
	Iteration 20F: 3 clusters Score -3574913 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3574973.750000 Penalty: 5062.778809
	Iteration 21Q: 3 clusters Score -3574974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3575039.250000 Penalty: 5062.778809
	Iteration 22Q: 3 clusters Score -3575039 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3575102.250000 Penalty: 5062.778809
	Iteration 23Q: 3 clusters Score -3575102 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3575132.250000 Penalty: 5062.778809
	Iteration 24Q: 3 clusters Score -3575132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3575194.000000 Penalty: 5062.778809
	Iteration 25Q: 3 clusters Score -3575194 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3575237.250000 Penalty: 5062.778809
	Iteration 26Q: 3 clusters Score -3575237 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3575281.000000 Penalty: 5062.778809
	Iteration 27Q: 3 clusters Score -3575281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3575333.750000 Penalty: 5062.778809
	Iteration 28Q: 3 clusters Score -3575334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3575375.750000 Penalty: 5062.778809
	Iteration 29Q: 3 clusters Score -3575376 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3575418.000000 Penalty: 5062.778809
	Iteration 30Q: 3 clusters Score -3575418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3575445.250000 Penalty: 5062.778809
	Iteration 31Q: 3 clusters Score -3575445 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3575468.000000 Penalty: 5062.778809
	Iteration 32Q: 3 clusters Score -3575468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3575496.750000 Penalty: 5062.778809
	Iteration 33Q: 3 clusters Score -3575497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3575525.500000 Penalty: 5062.778809
	Iteration 34Q: 3 clusters Score -3575526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3575543.500000 Penalty: 5062.778809
	Iteration 35Q: 3 clusters Score -3575544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3575569.000000 Penalty: 5062.778809
	Iteration 36Q: 3 clusters Score -3575569 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3575601.250000 Penalty: 5062.778809
	Iteration 37Q: 3 clusters Score -3575601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3575620.000000 Penalty: 5062.778809
	Iteration 38Q: 3 clusters Score -3575620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3575651.750000 Penalty: 5062.778809
	Iteration 39Q: 3 clusters Score -3575652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3575674.750000 Penalty: 5062.778809
	Iteration 40F: 3 clusters Score -3575675 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3575709.000000 Penalty: 5062.778809
	Iteration 41Q: 3 clusters Score -3575709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3575748.250000 Penalty: 5062.778809
	Iteration 42Q: 3 clusters Score -3575748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3575785.000000 Penalty: 5062.778809
	Iteration 43Q: 3 clusters Score -3575785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3575809.750000 Penalty: 5062.778809
	Iteration 44Q: 3 clusters Score -3575810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3575836.750000 Penalty: 5062.778809
	Iteration 45Q: 3 clusters Score -3575837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3575859.250000 Penalty: 5062.778809
	Iteration 46Q: 3 clusters Score -3575859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3575869.750000 Penalty: 5062.778809
	Iteration 47Q: 3 clusters Score -3575870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3575888.250000 Penalty: 5062.778809
	Iteration 48Q: 3 clusters Score -3575888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3575899.750000 Penalty: 5062.778809
	Iteration 49Q: 3 clusters Score -3575900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3575907.250000 Penalty: 5062.778809
	Iteration 50Q: 3 clusters Score -3575907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3575912.500000 Penalty: 5062.778809
	Iteration 51Q: 3 clusters Score -3575912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3575927.250000 Penalty: 5062.778809
	Iteration 52Q: 3 clusters Score -3575927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3575939.000000 Penalty: 5062.778809
	Iteration 53Q: 3 clusters Score -3575939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3575960.000000 Penalty: 5062.778809
	Iteration 54Q: 3 clusters Score -3575960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3575971.250000 Penalty: 5062.778809
	Iteration 55Q: 3 clusters Score -3575971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3575985.000000 Penalty: 5062.778809
	Iteration 56Q: 3 clusters Score -3575985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3576018.000000 Penalty: 5062.778809
	Iteration 57Q: 3 clusters Score -3576018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3576031.250000 Penalty: 5062.778809
	Iteration 58Q: 3 clusters Score -3576031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3576034.500000 Penalty: 5062.778809
	Iteration 59Q: 3 clusters Score -3576034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3576044.750000 Penalty: 5062.778809
	Iteration 60F: 3 clusters Score -3576045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3576052.750000 Penalty: 5062.778809
	Iteration 61Q: 3 clusters Score -3576053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3576071.250000 Penalty: 5062.778809
	Iteration 62Q: 3 clusters Score -3576071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3576072.250000 Penalty: 5062.778809
	Iteration 63Q: 3 clusters Score -3576072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3576087.500000 Penalty: 5062.778809
	Iteration 64Q: 3 clusters Score -3576088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3576094.750000 Penalty: 5062.778809
	Iteration 65Q: 3 clusters Score -3576095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3576122.750000 Penalty: 5062.778809
	Iteration 66Q: 3 clusters Score -3576123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3576147.750000 Penalty: 5062.778809
	Iteration 67Q: 3 clusters Score -3576148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3576157.000000 Penalty: 5062.778809
	Iteration 68Q: 3 clusters Score -3576157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3576168.500000 Penalty: 5062.778809
	Iteration 69Q: 3 clusters Score -3576168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3576186.500000 Penalty: 5062.778809
	Iteration 70Q: 3 clusters Score -3576186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3576201.250000 Penalty: 5062.778809
	Iteration 71Q: 3 clusters Score -3576201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3576203.750000 Penalty: 5062.778809
	Iteration 72Q: 3 clusters Score -3576204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3576224.500000 Penalty: 5062.778809
	Iteration 73Q: 3 clusters Score -3576224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3576245.250000 Penalty: 5062.778809
	Iteration 74Q: 3 clusters Score -3576245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3576251.250000 Penalty: 5062.778809
	Iteration 75Q: 3 clusters Score -3576251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3576262.750000 Penalty: 5062.778809
	Iteration 76Q: 3 clusters Score -3576263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3576273.250000 Penalty: 5062.778809
	Iteration 77Q: 3 clusters Score -3576273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3576288.000000 Penalty: 5062.778809
	Iteration 78Q: 3 clusters Score -3576288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3576303.250000 Penalty: 5062.778809
	Iteration 79Q: 3 clusters Score -3576303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3576309.500000 Penalty: 5062.778809
	Iteration 80F: 3 clusters Score -3576310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3576311.250000 Penalty: 5062.778809
	Iteration 81Q: 3 clusters Score -3576311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3576321.750000 Penalty: 5062.778809
	Iteration 82Q: 3 clusters Score -3576322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3576332.250000 Penalty: 5062.778809
	Iteration 83Q: 3 clusters Score -3576332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3576341.250000 Penalty: 5062.778809
	Iteration 84Q: 3 clusters Score -3576341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3576360.000000 Penalty: 5062.778809
	Iteration 85Q: 3 clusters Score -3576360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3576370.750000 Penalty: 5062.778809
	Iteration 86Q: 3 clusters Score -3576371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3576378.000000 Penalty: 5062.778809
	Iteration 87Q: 3 clusters Score -3576378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3576377.500000 Penalty: 5062.778809
	Iteration 88Q: 3 clusters Score -3576378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3576384.250000 Penalty: 5062.778809
	Iteration 89Q: 3 clusters Score -3576384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3576397.500000 Penalty: 5062.778809
	Iteration 90Q: 3 clusters Score -3576398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3576398.250000 Penalty: 5062.778809
	Iteration 91Q: 3 clusters Score -3576398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3576399.750000 Penalty: 5062.778809
	Iteration 92Q: 3 clusters Score -3576400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3576399.250000 Penalty: 5062.778809
	Iteration 93Q: 3 clusters Score -3576399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3576406.000000 Penalty: 5062.778809
	Iteration 94Q: 3 clusters Score -3576406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3576407.750000 Penalty: 5062.778809
	Iteration 95Q: 3 clusters Score -3576408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3576406.000000 Penalty: 5062.778809
	Iteration 96Q: 3 clusters Score -3576406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3576407.750000 Penalty: 5062.778809
	Iteration 97Q: 3 clusters Score -3576408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3576410.250000 Penalty: 5062.778809
	Iteration 98Q: 3 clusters Score -3576410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3576414.000000 Penalty: 5062.778809
	Iteration 99Q: 3 clusters Score -3576414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3576420.000000 Penalty: 5062.778809
	Iteration 100F: 3 clusters Score -3576420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3576422.000000 Penalty: 5062.778809
	Iteration 101Q: 3 clusters Score -3576422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3576423.000000 Penalty: 5062.778809
	Iteration 102Q: 3 clusters Score -3576423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3576427.750000 Penalty: 5062.778809
	Iteration 103Q: 3 clusters Score -3576428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3576427.000000 Penalty: 5062.778809
	Iteration 104Q: 3 clusters Score -3576427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3576428.500000 Penalty: 5062.778809
	Iteration 105Q: 3 clusters Score -3576428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3576427.750000 Penalty: 5062.778809
	Iteration 106Q: 3 clusters Score -3576428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3576427.750000 Penalty: 5062.778809
	Iteration 107Q: 3 clusters Score -3576428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3576422.000000 Penalty: 5062.778809
	Iteration 108Q: 3 clusters Score -3576422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3576422.000000 Penalty: 5062.778809
	Iteration 109F: 3 clusters Score -3576422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Entering Unmasked Estep 
Score: -2391093.000000 Penalty: 2431.117676
	Iteration 0F: 2 clusters Score -2391093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2378194.000000 Penalty: 4862.235352
	Iteration 0F: 3 clusters Score -2378194 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2382478.750000 Penalty: 4862.235352
	Iteration 1F: 3 clusters Score -2382479 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2382808.250000 Penalty: 4862.235352
	Iteration 2F: 3 clusters Score -2382808 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2383082.000000 Penalty: 4862.235352
	Iteration 3Q: 3 clusters Score -2383082 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2383346.250000 Penalty: 4862.235352
	Iteration 4Q: 3 clusters Score -2383346 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2383610.500000 Penalty: 4862.235352
	Iteration 5Q: 3 clusters Score -2383610 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2383884.250000 Penalty: 4862.235352
	Iteration 6Q: 3 clusters Score -2383884 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2384208.750000 Penalty: 4862.235352
	Iteration 7Q: 3 clusters Score -2384209 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2384607.750000 Penalty: 4862.235352
	Iteration 8Q: 3 clusters Score -2384608 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2385136.250000 Penalty: 4862.235352
	Iteration 9Q: 3 clusters Score -2385136 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2385797.000000 Penalty: 4862.235352
	Iteration 10F: 3 clusters Score -2385797 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2386500.750000 Penalty: 4862.235352
	Iteration 11F: 3 clusters Score -2386501 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2387168.500000 Penalty: 4862.235352
	Iteration 12Q: 3 clusters Score -2387168 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2387757.250000 Penalty: 4862.235352
	Iteration 13Q: 3 clusters Score -2387757 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2388206.750000 Penalty: 4862.235352
	Iteration 14Q: 3 clusters Score -2388207 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2388543.000000 Penalty: 4862.235352
	Iteration 15Q: 3 clusters Score -2388543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2388765.000000 Penalty: 4862.235352
	Iteration 16Q: 3 clusters Score -2388765 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2388895.000000 Penalty: 4862.235352
	Iteration 17Q: 3 clusters Score -2388895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2388951.250000 Penalty: 4862.235352
	Iteration 18Q: 3 clusters Score -2388951 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2388993.000000 Penalty: 4862.235352
	Iteration 19Q: 3 clusters Score -2388993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2389026.500000 Penalty: 4862.235352
	Iteration 20F: 3 clusters Score -2389026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2389066.250000 Penalty: 4862.235352
	Iteration 21Q: 3 clusters Score -2389066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2389092.000000 Penalty: 4862.235352
	Iteration 22Q: 3 clusters Score -2389092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2389104.500000 Penalty: 4862.235352
	Iteration 23Q: 3 clusters Score -2389104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2389133.500000 Penalty: 4862.235352
	Iteration 24Q: 3 clusters Score -2389134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2389146.500000 Penalty: 4862.235352
	Iteration 25Q: 3 clusters Score -2389146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2389157.500000 Penalty: 4862.235352
	Iteration 26Q: 3 clusters Score -2389158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2389156.000000 Penalty: 4862.235352
	Iteration 27Q: 3 clusters Score -2389156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2389165.250000 Penalty: 4862.235352
	Iteration 28Q: 3 clusters Score -2389165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2389176.000000 Penalty: 4862.235352
	Iteration 29Q: 3 clusters Score -2389176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2389183.500000 Penalty: 4862.235352
	Iteration 30Q: 3 clusters Score -2389184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2389184.000000 Penalty: 4862.235352
	Iteration 31Q: 3 clusters Score -2389184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2389186.250000 Penalty: 4862.235352
	Iteration 32Q: 3 clusters Score -2389186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2389188.750000 Penalty: 4862.235352
	Iteration 33Q: 3 clusters Score -2389189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2389187.750000 Penalty: 4862.235352
	Iteration 34Q: 3 clusters Score -2389188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2389188.250000 Penalty: 4862.235352
	Iteration 35Q: 3 clusters Score -2389188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2389188.750000 Penalty: 4862.235352
	Iteration 36Q: 3 clusters Score -2389189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2389193.000000 Penalty: 4862.235352
	Iteration 37Q: 3 clusters Score -2389193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2389194.750000 Penalty: 4862.235352
	Iteration 38Q: 3 clusters Score -2389195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2389194.500000 Penalty: 4862.235352
	Iteration 39Q: 3 clusters Score -2389194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2389191.500000 Penalty: 4862.235352
	Iteration 40F: 3 clusters Score -2389192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2389194.750000 Penalty: 4862.235352
	Iteration 41Q: 3 clusters Score -2389195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2389196.750000 Penalty: 4862.235352
	Iteration 42Q: 3 clusters Score -2389197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2389199.750000 Penalty: 4862.235352
	Iteration 43Q: 3 clusters Score -2389200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2389197.500000 Penalty: 4862.235352
	Iteration 44Q: 3 clusters Score -2389198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2389198.750000 Penalty: 4862.235352
	Iteration 45Q: 3 clusters Score -2389199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2389197.500000 Penalty: 4862.235352
	Iteration 46Q: 3 clusters Score -2389198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2389203.000000 Penalty: 4862.235352
	Iteration 47Q: 3 clusters Score -2389203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2389204.250000 Penalty: 4862.235352
	Iteration 48Q: 3 clusters Score -2389204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2389204.250000 Penalty: 4862.235352
	Iteration 49F: 3 clusters Score -2389204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -323031.218750 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -323031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -320069.718750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -320069.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -320647.937500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -320647.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320792.718750 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -320792.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -320863.531250 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -320863.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -320920.562500 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -320920.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -320953.187500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -320953.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -320971.218750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -320971.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -320981.187500 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -320981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -320992.250000 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -320992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321005.156250 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -321005.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -321010.906250 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -321010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -321015.437500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -321015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -321016.937500 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -321016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -321018.843750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -321018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -321022.531250 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -321022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -321024.593750 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -321024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321026.781250 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -321026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -321026.937500 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -321026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321027.781250 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -321027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321027.781250 Penalty: 3891.132080
	Iteration 19F: 3 clusters Score -321027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Entering Unmasked Estep 
Score: -1694085.375000 Penalty: 2360.019043
	Iteration 0F: 2 clusters Score -1694085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1684069.250000 Penalty: 4720.038086
	Iteration 0F: 3 clusters Score -1684069 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1687223.500000 Penalty: 4720.038086
	Iteration 1F: 3 clusters Score -1687224 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1687691.125000 Penalty: 4720.038086
	Iteration 2F: 3 clusters Score -1687691 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1688103.875000 Penalty: 4720.038086
	Iteration 3F: 3 clusters Score -1688104 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1688531.250000 Penalty: 4720.038086
	Iteration 4F: 3 clusters Score -1688531 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1688906.375000 Penalty: 4720.038086
	Iteration 5F: 3 clusters Score -1688906 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1689231.250000 Penalty: 4720.038086
	Iteration 6Q: 3 clusters Score -1689231 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1689532.125000 Penalty: 4720.038086
	Iteration 7Q: 3 clusters Score -1689532 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1689806.375000 Penalty: 4720.038086
	Iteration 8Q: 3 clusters Score -1689806 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1690059.375000 Penalty: 4720.038086
	Iteration 9Q: 3 clusters Score -1690059 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1690255.125000 Penalty: 4720.038086
	Iteration 10Q: 3 clusters Score -1690255 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1690399.125000 Penalty: 4720.038086
	Iteration 11Q: 3 clusters Score -1690399 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1690564.875000 Penalty: 4720.038086
	Iteration 12Q: 3 clusters Score -1690565 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1690724.000000 Penalty: 4720.038086
	Iteration 13Q: 3 clusters Score -1690724 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1690899.000000 Penalty: 4720.038086
	Iteration 14Q: 3 clusters Score -1690899 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1691090.875000 Penalty: 4720.038086
	Iteration 15Q: 3 clusters Score -1691091 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1691270.250000 Penalty: 4720.038086
	Iteration 16Q: 3 clusters Score -1691270 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1691469.625000 Penalty: 4720.038086
	Iteration 17Q: 3 clusters Score -1691470 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1691668.750000 Penalty: 4720.038086
	Iteration 18Q: 3 clusters Score -1691669 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1691879.750000 Penalty: 4720.038086
	Iteration 19Q: 3 clusters Score -1691880 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1692119.750000 Penalty: 4720.038086
	Iteration 20F: 3 clusters Score -1692120 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1692362.125000 Penalty: 4720.038086
	Iteration 21Q: 3 clusters Score -1692362 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1692603.500000 Penalty: 4720.038086
	Iteration 22Q: 3 clusters Score -1692604 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1692843.125000 Penalty: 4720.038086
	Iteration 23Q: 3 clusters Score -1692843 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1693018.500000 Penalty: 4720.038086
	Iteration 24Q: 3 clusters Score -1693018 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1693142.250000 Penalty: 4720.038086
	Iteration 25Q: 3 clusters Score -1693142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1693220.500000 Penalty: 4720.038086
	Iteration 26Q: 3 clusters Score -1693220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1693271.000000 Penalty: 4720.038086
	Iteration 27Q: 3 clusters Score -1693271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1693310.125000 Penalty: 4720.038086
	Iteration 28Q: 3 clusters Score -1693310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1693337.750000 Penalty: 4720.038086
	Iteration 29Q: 3 clusters Score -1693338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1693351.500000 Penalty: 4720.038086
	Iteration 30Q: 3 clusters Score -1693352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1693359.250000 Penalty: 4720.038086
	Iteration 31Q: 3 clusters Score -1693359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1693364.625000 Penalty: 4720.038086
	Iteration 32Q: 3 clusters Score -1693365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1693371.250000 Penalty: 4720.038086
	Iteration 33Q: 3 clusters Score -1693371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1693373.250000 Penalty: 4720.038086
	Iteration 34Q: 3 clusters Score -1693373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1693379.875000 Penalty: 4720.038086
	Iteration 35Q: 3 clusters Score -1693380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1693382.875000 Penalty: 4720.038086
	Iteration 36Q: 3 clusters Score -1693383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1693387.250000 Penalty: 4720.038086
	Iteration 37Q: 3 clusters Score -1693387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1693388.875000 Penalty: 4720.038086
	Iteration 38Q: 3 clusters Score -1693389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1693391.000000 Penalty: 4720.038086
	Iteration 39Q: 3 clusters Score -1693391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1693391.625000 Penalty: 4720.038086
	Iteration 40F: 3 clusters Score -1693392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1693391.125000 Penalty: 4720.038086
	Iteration 41Q: 3 clusters Score -1693391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1693392.500000 Penalty: 4720.038086
	Iteration 42Q: 3 clusters Score -1693392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1693393.250000 Penalty: 4720.038086
	Iteration 43Q: 3 clusters Score -1693393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1693392.375000 Penalty: 4720.038086
	Iteration 44Q: 3 clusters Score -1693392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1693393.000000 Penalty: 4720.038086
	Iteration 45Q: 3 clusters Score -1693393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1693392.125000 Penalty: 4720.038086
	Iteration 46Q: 3 clusters Score -1693392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1693392.500000 Penalty: 4720.038086
	Iteration 47Q: 3 clusters Score -1693392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1693394.125000 Penalty: 4720.038086
	Iteration 48Q: 3 clusters Score -1693394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1693395.875000 Penalty: 4720.038086
	Iteration 49Q: 3 clusters Score -1693396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1693394.625000 Penalty: 4720.038086
	Iteration 50Q: 3 clusters Score -1693395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1693396.125000 Penalty: 4720.038086
	Iteration 51Q: 3 clusters Score -1693396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1693396.125000 Penalty: 4720.038086
	Iteration 52F: 3 clusters Score -1693396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -129576.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -129576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -127499.789062 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -127499.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128001.359375 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -128001.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128167.335938 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -128167.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128290.640625 Penalty: 3586.718262
	Iteration 3Q: 3 clusters Score -128290.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128392.187500 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -128392.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -128479.367188 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -128479.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128542.960938 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -128543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128567.601562 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -128567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128584.148438 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -128584.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -128599.867188 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -128599.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128622.187500 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -128622.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -128642.414062 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -128642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -128668.031250 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -128668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128697.640625 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -128697.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -128767.054688 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -128767.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -128880.859375 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -128880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -128944.828125 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -128944.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128996.781250 Penalty: 3586.718262
	Iteration 17Q: 3 clusters Score -128996.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -129051.304688 Penalty: 3586.718262
	Iteration 18Q: 3 clusters Score -129051.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -129125.078125 Penalty: 3586.718262
	Iteration 19Q: 3 clusters Score -129125.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129194.265625 Penalty: 3586.718262
	Iteration 20F: 3 clusters Score -129194.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -129318.070312 Penalty: 3586.718262
	Iteration 21Q: 3 clusters Score -129318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -129420.195312 Penalty: 3586.718262
	Iteration 22Q: 3 clusters Score -129420.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -129509.671875 Penalty: 3586.718262
	Iteration 23Q: 3 clusters Score -129509.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -129584.460938 Penalty: 3586.718262
	Iteration 24Q: 3 clusters Score -129584.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -129628.453125 Penalty: 3586.718262
	Iteration 25Q: 3 clusters Score -129628.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -129665.367188 Penalty: 3586.718262
	Iteration 26Q: 3 clusters Score -129665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -129685.914062 Penalty: 3586.718262
	Iteration 27Q: 3 clusters Score -129685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -129687.851562 Penalty: 3586.718262
	Iteration 28Q: 3 clusters Score -129687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129692.304688 Penalty: 3586.718262
	Iteration 29Q: 3 clusters Score -129692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -129695.125000 Penalty: 3586.718262
	Iteration 30Q: 3 clusters Score -129695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -129700.562500 Penalty: 3586.718262
	Iteration 31Q: 3 clusters Score -129700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -129705.984375 Penalty: 3586.718262
	Iteration 32Q: 3 clusters Score -129706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -129709.320312 Penalty: 3586.718262
	Iteration 33Q: 3 clusters Score -129709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129710.398438 Penalty: 3586.718262
	Iteration 34Q: 3 clusters Score -129710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129710.398438 Penalty: 3586.718262
	Iteration 35F: 3 clusters Score -129710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 58223 members 
Mstep: Class 9 contains 342556 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36306 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43724 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50901 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 1143 members 
Entering Unmasked Estep 
Score: -104953440.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104954840.000000 to -104953440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -1364698.500000 Penalty: 2300.966797
	Iteration 0F: 2 clusters Score -1364698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1356581.750000 Penalty: 4601.933594
	Iteration 0F: 3 clusters Score -1356582 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1359085.625000 Penalty: 4601.933594
	Iteration 1F: 3 clusters Score -1359086 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1359452.875000 Penalty: 4601.933594
	Iteration 2F: 3 clusters Score -1359453 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1359771.125000 Penalty: 4601.933594
	Iteration 3F: 3 clusters Score -1359771 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1360106.000000 Penalty: 4601.933594
	Iteration 4F: 3 clusters Score -1360106 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1360389.000000 Penalty: 4601.933594
	Iteration 5Q: 3 clusters Score -1360389 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1360668.000000 Penalty: 4601.933594
	Iteration 6Q: 3 clusters Score -1360668 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1360936.625000 Penalty: 4601.933594
	Iteration 7Q: 3 clusters Score -1360937 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1361186.375000 Penalty: 4601.933594
	Iteration 8Q: 3 clusters Score -1361186 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1361408.500000 Penalty: 4601.933594
	Iteration 9Q: 3 clusters Score -1361408 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1361582.125000 Penalty: 4601.933594
	Iteration 10Q: 3 clusters Score -1361582 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1361724.250000 Penalty: 4601.933594
	Iteration 11Q: 3 clusters Score -1361724 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1361849.625000 Penalty: 4601.933594
	Iteration 12Q: 3 clusters Score -1361850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1361946.375000 Penalty: 4601.933594
	Iteration 13Q: 3 clusters Score -1361946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1362029.500000 Penalty: 4601.933594
	Iteration 14Q: 3 clusters Score -1362030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1362110.625000 Penalty: 4601.933594
	Iteration 15Q: 3 clusters Score -1362111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1362175.750000 Penalty: 4601.933594
	Iteration 16Q: 3 clusters Score -1362176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1362238.875000 Penalty: 4601.933594
	Iteration 17Q: 3 clusters Score -1362239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1362288.125000 Penalty: 4601.933594
	Iteration 18Q: 3 clusters Score -1362288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1362331.125000 Penalty: 4601.933594
	Iteration 19Q: 3 clusters Score -1362331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1362356.375000 Penalty: 4601.933594
	Iteration 20F: 3 clusters Score -1362356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1362377.125000 Penalty: 4601.933594
	Iteration 21Q: 3 clusters Score -1362377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1362396.750000 Penalty: 4601.933594
	Iteration 22Q: 3 clusters Score -1362397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1362417.750000 Penalty: 4601.933594
	Iteration 23Q: 3 clusters Score -1362418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1362432.250000 Penalty: 4601.933594
	Iteration 24Q: 3 clusters Score -1362432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1362457.125000 Penalty: 4601.933594
	Iteration 25Q: 3 clusters Score -1362457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1362474.625000 Penalty: 4601.933594
	Iteration 26Q: 3 clusters Score -1362475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1362493.250000 Penalty: 4601.933594
	Iteration 27Q: 3 clusters Score -1362493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1362511.250000 Penalty: 4601.933594
	Iteration 28Q: 3 clusters Score -1362511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1362528.875000 Penalty: 4601.933594
	Iteration 29Q: 3 clusters Score -1362529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1362546.000000 Penalty: 4601.933594
	Iteration 30Q: 3 clusters Score -1362546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1362557.375000 Penalty: 4601.933594
	Iteration 31Q: 3 clusters Score -1362557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1362564.375000 Penalty: 4601.933594
	Iteration 32Q: 3 clusters Score -1362564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1362569.750000 Penalty: 4601.933594
	Iteration 33Q: 3 clusters Score -1362570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1362579.375000 Penalty: 4601.933594
	Iteration 34Q: 3 clusters Score -1362579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1362582.000000 Penalty: 4601.933594
	Iteration 35Q: 3 clusters Score -1362582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1362586.375000 Penalty: 4601.933594
	Iteration 36Q: 3 clusters Score -1362586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1362591.250000 Penalty: 4601.933594
	Iteration 37Q: 3 clusters Score -1362591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1362594.000000 Penalty: 4601.933594
	Iteration 38Q: 3 clusters Score -1362594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1362594.625000 Penalty: 4601.933594
	Iteration 39Q: 3 clusters Score -1362595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1362602.250000 Penalty: 4601.933594
	Iteration 40F: 3 clusters Score -1362602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1362604.750000 Penalty: 4601.933594
	Iteration 41Q: 3 clusters Score -1362605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1362614.375000 Penalty: 4601.933594
	Iteration 42Q: 3 clusters Score -1362614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1362619.000000 Penalty: 4601.933594
	Iteration 43Q: 3 clusters Score -1362619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1362618.375000 Penalty: 4601.933594
	Iteration 44Q: 3 clusters Score -1362618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1362622.125000 Penalty: 4601.933594
	Iteration 45Q: 3 clusters Score -1362622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1362623.875000 Penalty: 4601.933594
	Iteration 46Q: 3 clusters Score -1362624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1362629.000000 Penalty: 4601.933594
	Iteration 47Q: 3 clusters Score -1362629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1362634.625000 Penalty: 4601.933594
	Iteration 48Q: 3 clusters Score -1362635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1362638.375000 Penalty: 4601.933594
	Iteration 49Q: 3 clusters Score -1362638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1362643.250000 Penalty: 4601.933594
	Iteration 50Q: 3 clusters Score -1362643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1362644.375000 Penalty: 4601.933594
	Iteration 51Q: 3 clusters Score -1362644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1362650.875000 Penalty: 4601.933594
	Iteration 52Q: 3 clusters Score -1362651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1362651.750000 Penalty: 4601.933594
	Iteration 53Q: 3 clusters Score -1362652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1362661.250000 Penalty: 4601.933594
	Iteration 54Q: 3 clusters Score -1362661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1362665.625000 Penalty: 4601.933594
	Iteration 55Q: 3 clusters Score -1362666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1362673.500000 Penalty: 4601.933594
	Iteration 56Q: 3 clusters Score -1362674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1362678.750000 Penalty: 4601.933594
	Iteration 57Q: 3 clusters Score -1362679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1362687.250000 Penalty: 4601.933594
	Iteration 58Q: 3 clusters Score -1362687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1362698.000000 Penalty: 4601.933594
	Iteration 59Q: 3 clusters Score -1362698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1362708.250000 Penalty: 4601.933594
	Iteration 60F: 3 clusters Score -1362708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1362713.625000 Penalty: 4601.933594
	Iteration 61Q: 3 clusters Score -1362714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1362716.375000 Penalty: 4601.933594
	Iteration 62Q: 3 clusters Score -1362716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1362717.250000 Penalty: 4601.933594
	Iteration 63Q: 3 clusters Score -1362717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1362717.250000 Penalty: 4601.933594
	Iteration 64F: 3 clusters Score -1362717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Entering Unmasked Estep 
Score: -4721961.500000 Penalty: 2603.935303
	Iteration 0F: 2 clusters Score -4721962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4697158.500000 Penalty: 5207.870605
	Iteration 0F: 3 clusters Score -4697158 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4706577.500000 Penalty: 5207.870605
	Iteration 1F: 3 clusters Score -4706578 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4707186.000000 Penalty: 5207.870605
	Iteration 2Q: 3 clusters Score -4707186 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4707753.000000 Penalty: 5207.870605
	Iteration 3Q: 3 clusters Score -4707753 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4708347.000000 Penalty: 5207.870605
	Iteration 4Q: 3 clusters Score -4708347 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4708987.500000 Penalty: 5207.870605
	Iteration 5Q: 3 clusters Score -4708988 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4709747.500000 Penalty: 5207.870605
	Iteration 6Q: 3 clusters Score -4709748 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -4710672.500000 Penalty: 5207.870605
	Iteration 7Q: 3 clusters Score -4710672 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4711737.500000 Penalty: 5207.870605
	Iteration 8Q: 3 clusters Score -4711738 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4712905.500000 Penalty: 5207.870605
	Iteration 9F: 3 clusters Score -4712906 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4713989.000000 Penalty: 5207.870605
	Iteration 10Q: 3 clusters Score -4713989 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4714865.000000 Penalty: 5207.870605
	Iteration 11Q: 3 clusters Score -4714865 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4715373.500000 Penalty: 5207.870605
	Iteration 12Q: 3 clusters Score -4715374 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4715681.500000 Penalty: 5207.870605
	Iteration 13Q: 3 clusters Score -4715682 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4715940.500000 Penalty: 5207.870605
	Iteration 14Q: 3 clusters Score -4715940 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4716157.500000 Penalty: 5207.870605
	Iteration 15Q: 3 clusters Score -4716158 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4716358.000000 Penalty: 5207.870605
	Iteration 16Q: 3 clusters Score -4716358 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4716566.500000 Penalty: 5207.870605
	Iteration 17Q: 3 clusters Score -4716566 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4716786.000000 Penalty: 5207.870605
	Iteration 18Q: 3 clusters Score -4716786 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4717055.500000 Penalty: 5207.870605
	Iteration 19Q: 3 clusters Score -4717056 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4717328.000000 Penalty: 5207.870605
	Iteration 20F: 3 clusters Score -4717328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4717631.500000 Penalty: 5207.870605
	Iteration 21Q: 3 clusters Score -4717632 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4717892.000000 Penalty: 5207.870605
	Iteration 22Q: 3 clusters Score -4717892 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4718159.500000 Penalty: 5207.870605
	Iteration 23Q: 3 clusters Score -4718160 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4718370.000000 Penalty: 5207.870605
	Iteration 24Q: 3 clusters Score -4718370 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4718522.500000 Penalty: 5207.870605
	Iteration 25Q: 3 clusters Score -4718522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4718646.000000 Penalty: 5207.870605
	Iteration 26Q: 3 clusters Score -4718646 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4718714.500000 Penalty: 5207.870605
	Iteration 27Q: 3 clusters Score -4718714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4718799.000000 Penalty: 5207.870605
	Iteration 28Q: 3 clusters Score -4718799 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4718866.000000 Penalty: 5207.870605
	Iteration 29Q: 3 clusters Score -4718866 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4718922.500000 Penalty: 5207.870605
	Iteration 30Q: 3 clusters Score -4718922 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4718961.500000 Penalty: 5207.870605
	Iteration 31Q: 3 clusters Score -4718962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4719017.000000 Penalty: 5207.870605
	Iteration 32Q: 3 clusters Score -4719017 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4719065.500000 Penalty: 5207.870605
	Iteration 33Q: 3 clusters Score -4719066 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4719106.500000 Penalty: 5207.870605
	Iteration 34Q: 3 clusters Score -4719106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4719129.000000 Penalty: 5207.870605
	Iteration 35Q: 3 clusters Score -4719129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4719176.000000 Penalty: 5207.870605
	Iteration 36Q: 3 clusters Score -4719176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4719220.500000 Penalty: 5207.870605
	Iteration 37Q: 3 clusters Score -4719220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4719257.500000 Penalty: 5207.870605
	Iteration 38Q: 3 clusters Score -4719258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4719283.500000 Penalty: 5207.870605
	Iteration 39Q: 3 clusters Score -4719284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4719322.500000 Penalty: 5207.870605
	Iteration 40F: 3 clusters Score -4719322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4719356.000000 Penalty: 5207.870605
	Iteration 41Q: 3 clusters Score -4719356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4719396.500000 Penalty: 5207.870605
	Iteration 42Q: 3 clusters Score -4719396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4719440.000000 Penalty: 5207.870605
	Iteration 43Q: 3 clusters Score -4719440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4719468.000000 Penalty: 5207.870605
	Iteration 44Q: 3 clusters Score -4719468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4719479.500000 Penalty: 5207.870605
	Iteration 45Q: 3 clusters Score -4719480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4719519.000000 Penalty: 5207.870605
	Iteration 46Q: 3 clusters Score -4719519 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4719538.500000 Penalty: 5207.870605
	Iteration 47Q: 3 clusters Score -4719538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4719570.000000 Penalty: 5207.870605
	Iteration 48Q: 3 clusters Score -4719570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4719603.500000 Penalty: 5207.870605
	Iteration 49Q: 3 clusters Score -4719604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4719637.000000 Penalty: 5207.870605
	Iteration 50Q: 3 clusters Score -4719637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4719653.500000 Penalty: 5207.870605
	Iteration 51Q: 3 clusters Score -4719654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4719664.000000 Penalty: 5207.870605
	Iteration 52Q: 3 clusters Score -4719664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4719681.000000 Penalty: 5207.870605
	Iteration 53Q: 3 clusters Score -4719681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4719685.500000 Penalty: 5207.870605
	Iteration 54Q: 3 clusters Score -4719686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4719689.000000 Penalty: 5207.870605
	Iteration 55Q: 3 clusters Score -4719689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4719698.500000 Penalty: 5207.870605
	Iteration 56Q: 3 clusters Score -4719698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4719705.500000 Penalty: 5207.870605
	Iteration 57Q: 3 clusters Score -4719706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4719700.500000 Penalty: 5207.870605
	Iteration 58Q: 3 clusters Score -4719700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4719701.000000 Penalty: 5207.870605
	Iteration 59Q: 3 clusters Score -4719701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4719701.500000 Penalty: 5207.870605
	Iteration 60F: 3 clusters Score -4719702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4719715.500000 Penalty: 5207.870605
	Iteration 61Q: 3 clusters Score -4719716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4719718.000000 Penalty: 5207.870605
	Iteration 62Q: 3 clusters Score -4719718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4719725.000000 Penalty: 5207.870605
	Iteration 63Q: 3 clusters Score -4719725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4719735.500000 Penalty: 5207.870605
	Iteration 64Q: 3 clusters Score -4719736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4719743.000000 Penalty: 5207.870605
	Iteration 65Q: 3 clusters Score -4719743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4719754.500000 Penalty: 5207.870605
	Iteration 66Q: 3 clusters Score -4719754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4719768.000000 Penalty: 5207.870605
	Iteration 67Q: 3 clusters Score -4719768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4719764.500000 Penalty: 5207.870605
	Iteration 68Q: 3 clusters Score -4719764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4719768.500000 Penalty: 5207.870605
	Iteration 69Q: 3 clusters Score -4719768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4719777.500000 Penalty: 5207.870605
	Iteration 70Q: 3 clusters Score -4719778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4719781.000000 Penalty: 5207.870605
	Iteration 71Q: 3 clusters Score -4719781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4719788.000000 Penalty: 5207.870605
	Iteration 72Q: 3 clusters Score -4719788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4719797.500000 Penalty: 5207.870605
	Iteration 73Q: 3 clusters Score -4719798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4719802.000000 Penalty: 5207.870605
	Iteration 74Q: 3 clusters Score -4719802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4719810.000000 Penalty: 5207.870605
	Iteration 75Q: 3 clusters Score -4719810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4719812.000000 Penalty: 5207.870605
	Iteration 76Q: 3 clusters Score -4719812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4719821.500000 Penalty: 5207.870605
	Iteration 77Q: 3 clusters Score -4719822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4719833.000000 Penalty: 5207.870605
	Iteration 78Q: 3 clusters Score -4719833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4719833.500000 Penalty: 5207.870605
	Iteration 79Q: 3 clusters Score -4719834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4719834.500000 Penalty: 5207.870605
	Iteration 80F: 3 clusters Score -4719834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4719833.000000 Penalty: 5207.870605
	Iteration 81Q: 3 clusters Score -4719833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4719836.500000 Penalty: 5207.870605
	Iteration 82Q: 3 clusters Score -4719836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4719834.500000 Penalty: 5207.870605
	Iteration 83Q: 3 clusters Score -4719834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4719835.500000 Penalty: 5207.870605
	Iteration 84Q: 3 clusters Score -4719836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4719836.000000 Penalty: 5207.870605
	Iteration 85Q: 3 clusters Score -4719836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4719841.500000 Penalty: 5207.870605
	Iteration 86Q: 3 clusters Score -4719842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4719845.000000 Penalty: 5207.870605
	Iteration 87Q: 3 clusters Score -4719845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4719845.000000 Penalty: 5207.870605
	Iteration 88Q: 3 clusters Score -4719845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4719846.000000 Penalty: 5207.870605
	Iteration 89Q: 3 clusters Score -4719846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4719845.000000 Penalty: 5207.870605
	Iteration 90Q: 3 clusters Score -4719845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4719844.000000 Penalty: 5207.870605
	Iteration 91Q: 3 clusters Score -4719844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4719843.000000 Penalty: 5207.870605
	Iteration 92Q: 3 clusters Score -4719843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4719846.500000 Penalty: 5207.870605
	Iteration 93Q: 3 clusters Score -4719846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4719846.500000 Penalty: 5207.870605
	Iteration 94F: 3 clusters Score -4719846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45024.128906 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -45024.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45389.601562 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45389.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45678.539062 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45678.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45968.257812 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -45968.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46299.687500 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -46299.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46527.953125 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -46527.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46583.027344 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -46583.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46617.546875 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -46617.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46635.679688 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -46635.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46656.382812 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -46656.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46673.382812 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -46673.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46684.585938 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -46684.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46691.613281 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -46691.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46696.210938 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -46696.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46701.773438 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -46701.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46718.937500 Penalty: 3026.869141
	Iteration 15F: 3 clusters Score -46718.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46819.679688 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -46819.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46819.679688 Penalty: 3026.869141
	Iteration 17F: 3 clusters Score -46819.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 58223 members 
Mstep: Class 9 contains 342556 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36306 members 
Mstep: Class 20 contains 163 members 
Mstep: Class 21 contains 43724 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50901 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 284 members 
Entering Unmasked Estep 
Score: -104953408.000000 Penalty: 125167.218750
Splitting cluster 20 changes total score from -104954840.000000 to -104953408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (43724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Entering Unmasked Estep 
Score: -5567690.000000 Penalty: 2650.041992
	Iteration 0F: 2 clusters Score -5567690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5538089.000000 Penalty: 5300.083984
	Iteration 0F: 3 clusters Score -5538089 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5549056.000000 Penalty: 5300.083984
	Iteration 1F: 3 clusters Score -5549056 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5549494.000000 Penalty: 5300.083984
	Iteration 2Q: 3 clusters Score -5549494 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5549888.000000 Penalty: 5300.083984
	Iteration 3Q: 3 clusters Score -5549888 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -5550220.500000 Penalty: 5300.083984
	Iteration 4Q: 3 clusters Score -5550220 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -5550575.500000 Penalty: 5300.083984
	Iteration 5Q: 3 clusters Score -5550576 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5551049.000000 Penalty: 5300.083984
	Iteration 6Q: 3 clusters Score -5551049 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5551698.000000 Penalty: 5300.083984
	Iteration 7Q: 3 clusters Score -5551698 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5552819.500000 Penalty: 5300.083984
	Iteration 8F: 3 clusters Score -5552820 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5554628.000000 Penalty: 5300.083984
	Iteration 9F: 3 clusters Score -5554628 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5557329.500000 Penalty: 5300.083984
	Iteration 10F: 3 clusters Score -5557330 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5560387.000000 Penalty: 5300.083984
	Iteration 11F: 3 clusters Score -5560387 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5563001.500000 Penalty: 5300.083984
	Iteration 12F: 3 clusters Score -5563002 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5564478.500000 Penalty: 5300.083984
	Iteration 13Q: 3 clusters Score -5564478 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5565048.500000 Penalty: 5300.083984
	Iteration 14Q: 3 clusters Score -5565048 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5565273.500000 Penalty: 5300.083984
	Iteration 15Q: 3 clusters Score -5565274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5565356.000000 Penalty: 5300.083984
	Iteration 16Q: 3 clusters Score -5565356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5565384.000000 Penalty: 5300.083984
	Iteration 17Q: 3 clusters Score -5565384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5565421.000000 Penalty: 5300.083984
	Iteration 18Q: 3 clusters Score -5565421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5565437.500000 Penalty: 5300.083984
	Iteration 19Q: 3 clusters Score -5565438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5565457.500000 Penalty: 5300.083984
	Iteration 20F: 3 clusters Score -5565458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5565471.000000 Penalty: 5300.083984
	Iteration 21Q: 3 clusters Score -5565471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5565477.000000 Penalty: 5300.083984
	Iteration 22Q: 3 clusters Score -5565477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5565477.000000 Penalty: 5300.083984
	Iteration 23Q: 3 clusters Score -5565477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5565474.500000 Penalty: 5300.083984
	Iteration 24Q: 3 clusters Score -5565474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5565482.500000 Penalty: 5300.083984
	Iteration 25Q: 3 clusters Score -5565482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5565482.500000 Penalty: 5300.083984
	Iteration 26F: 3 clusters Score -5565482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Entering Unmasked Estep 
Score: -2983278.250000 Penalty: 2492.947754
	Iteration 0F: 2 clusters Score -2983278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2967140.500000 Penalty: 4985.895508
	Iteration 0F: 3 clusters Score -2967140 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2972778.250000 Penalty: 4985.895508
	Iteration 1F: 3 clusters Score -2972778 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2973396.750000 Penalty: 4985.895508
	Iteration 2F: 3 clusters Score -2973397 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2974222.500000 Penalty: 4985.895508
	Iteration 3F: 3 clusters Score -2974222 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2975265.500000 Penalty: 4985.895508
	Iteration 4F: 3 clusters Score -2975266 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2976497.500000 Penalty: 4985.895508
	Iteration 5F: 3 clusters Score -2976498 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2977789.500000 Penalty: 4985.895508
	Iteration 6F: 3 clusters Score -2977790 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2979048.250000 Penalty: 4985.895508
	Iteration 7F: 3 clusters Score -2979048 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2980123.750000 Penalty: 4985.895508
	Iteration 8F: 3 clusters Score -2980124 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2980980.500000 Penalty: 4985.895508
	Iteration 9Q: 3 clusters Score -2980980 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2981629.500000 Penalty: 4985.895508
	Iteration 10Q: 3 clusters Score -2981630 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2981999.750000 Penalty: 4985.895508
	Iteration 11Q: 3 clusters Score -2982000 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2982171.500000 Penalty: 4985.895508
	Iteration 12Q: 3 clusters Score -2982172 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2982276.750000 Penalty: 4985.895508
	Iteration 13Q: 3 clusters Score -2982277 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2982317.500000 Penalty: 4985.895508
	Iteration 14Q: 3 clusters Score -2982318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2982342.250000 Penalty: 4985.895508
	Iteration 15Q: 3 clusters Score -2982342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2982367.750000 Penalty: 4985.895508
	Iteration 16Q: 3 clusters Score -2982368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2982381.250000 Penalty: 4985.895508
	Iteration 17Q: 3 clusters Score -2982381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2982387.750000 Penalty: 4985.895508
	Iteration 18Q: 3 clusters Score -2982388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2982399.500000 Penalty: 4985.895508
	Iteration 19Q: 3 clusters Score -2982400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2982397.250000 Penalty: 4985.895508
	Iteration 20F: 3 clusters Score -2982397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2982390.250000 Penalty: 4985.895508
	Iteration 21Q: 3 clusters Score -2982390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2982399.250000 Penalty: 4985.895508
	Iteration 22Q: 3 clusters Score -2982399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2982399.500000 Penalty: 4985.895508
	Iteration 23Q: 3 clusters Score -2982400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2982407.750000 Penalty: 4985.895508
	Iteration 24Q: 3 clusters Score -2982408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2982417.250000 Penalty: 4985.895508
	Iteration 25Q: 3 clusters Score -2982417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2982415.750000 Penalty: 4985.895508
	Iteration 26Q: 3 clusters Score -2982416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2982415.000000 Penalty: 4985.895508
	Iteration 27Q: 3 clusters Score -2982415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2982416.500000 Penalty: 4985.895508
	Iteration 28Q: 3 clusters Score -2982416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2982412.250000 Penalty: 4985.895508
	Iteration 29Q: 3 clusters Score -2982412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2982411.500000 Penalty: 4985.895508
	Iteration 30Q: 3 clusters Score -2982412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2982413.250000 Penalty: 4985.895508
	Iteration 31Q: 3 clusters Score -2982413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2982413.250000 Penalty: 4985.895508
	Iteration 32Q: 3 clusters Score -2982413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2982416.500000 Penalty: 4985.895508
	Iteration 33Q: 3 clusters Score -2982416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2982417.250000 Penalty: 4985.895508
	Iteration 34Q: 3 clusters Score -2982417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2982417.500000 Penalty: 4985.895508
	Iteration 35Q: 3 clusters Score -2982418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2982418.250000 Penalty: 4985.895508
	Iteration 36Q: 3 clusters Score -2982418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2982418.500000 Penalty: 4985.895508
	Iteration 37Q: 3 clusters Score -2982418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2982419.000000 Penalty: 4985.895508
	Iteration 38Q: 3 clusters Score -2982419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2982417.750000 Penalty: 4985.895508
	Iteration 39Q: 3 clusters Score -2982418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2982420.500000 Penalty: 4985.895508
	Iteration 40F: 3 clusters Score -2982420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -528305.750000 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -528305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -524221.312500 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -524221.3 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -525194.625000 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -525194.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -525384.375000 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -525384.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -525504.000000 Penalty: 4152.824707
	Iteration 3Q: 3 clusters Score -525504 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -525592.250000 Penalty: 4152.824707
	Iteration 4Q: 3 clusters Score -525592.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -525656.750000 Penalty: 4152.824707
	Iteration 5Q: 3 clusters Score -525656.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -525736.125000 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -525736.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -525832.437500 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -525832.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -525922.687500 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -525922.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -526013.187500 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -526013.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -526094.125000 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -526094.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -526175.625000 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -526175.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -526247.125000 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -526247.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -526316.750000 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -526316.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -526388.500000 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -526388.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -526471.562500 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -526471.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -526553.437500 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -526553.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -526614.562500 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -526614.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -526675.062500 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -526675.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -526721.937500 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -526721.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -526757.312500 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -526757.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -526789.062500 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -526789.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -526824.687500 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -526824.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -526861.312500 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -526861.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -526904.437500 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -526904.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -526947.625000 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -526947.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -526982.812500 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -526982.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -527015.312500 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -527015.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -527039.250000 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -527039.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -527056.312500 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -527056.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -527070.312500 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -527070.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -527083.250000 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -527083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -527089.875000 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -527089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -527095.562500 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -527095.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -527101.375000 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -527101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -527105.062500 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -527105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -527107.437500 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -527107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -527109.000000 Penalty: 4152.824707
	Iteration 37Q: 3 clusters Score -527109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -527111.812500 Penalty: 4152.824707
	Iteration 38Q: 3 clusters Score -527111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -527115.187500 Penalty: 4152.824707
	Iteration 39Q: 3 clusters Score -527115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -527114.625000 Penalty: 4152.824707
	Iteration 40F: 3 clusters Score -527114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -527116.500000 Penalty: 4152.824707
	Iteration 41Q: 3 clusters Score -527116.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -527119.375000 Penalty: 4152.824707
	Iteration 42Q: 3 clusters Score -527119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -527124.812500 Penalty: 4152.824707
	Iteration 43Q: 3 clusters Score -527124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -527125.562500 Penalty: 4152.824707
	Iteration 44Q: 3 clusters Score -527125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -527127.562500 Penalty: 4152.824707
	Iteration 45Q: 3 clusters Score -527127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -527128.250000 Penalty: 4152.824707
	Iteration 46Q: 3 clusters Score -527128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -527128.687500 Penalty: 4152.824707
	Iteration 47Q: 3 clusters Score -527128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -527129.625000 Penalty: 4152.824707
	Iteration 48Q: 3 clusters Score -527129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -527130.812500 Penalty: 4152.824707
	Iteration 49Q: 3 clusters Score -527130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -527130.875000 Penalty: 4152.824707
	Iteration 50Q: 3 clusters Score -527130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -527130.875000 Penalty: 4152.824707
	Iteration 51F: 3 clusters Score -527130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Entering Unmasked Estep 
Score: -1708027.375000 Penalty: 2386.859863
	Iteration 0F: 2 clusters Score -1708027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1697189.875000 Penalty: 4773.719727
	Iteration 0F: 3 clusters Score -1697190 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1701055.125000 Penalty: 4773.719727
	Iteration 1F: 3 clusters Score -1701055 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1701711.750000 Penalty: 4773.719727
	Iteration 2F: 3 clusters Score -1701712 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1702248.750000 Penalty: 4773.719727
	Iteration 3F: 3 clusters Score -1702249 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1702697.375000 Penalty: 4773.719727
	Iteration 4F: 3 clusters Score -1702697 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1703015.375000 Penalty: 4773.719727
	Iteration 5Q: 3 clusters Score -1703015 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1703320.375000 Penalty: 4773.719727
	Iteration 6Q: 3 clusters Score -1703320 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1703600.250000 Penalty: 4773.719727
	Iteration 7Q: 3 clusters Score -1703600 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1703859.375000 Penalty: 4773.719727
	Iteration 8Q: 3 clusters Score -1703859 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1704110.750000 Penalty: 4773.719727
	Iteration 9Q: 3 clusters Score -1704111 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1704339.625000 Penalty: 4773.719727
	Iteration 10Q: 3 clusters Score -1704340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1704569.375000 Penalty: 4773.719727
	Iteration 11Q: 3 clusters Score -1704569 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1704803.000000 Penalty: 4773.719727
	Iteration 12Q: 3 clusters Score -1704803 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1705014.750000 Penalty: 4773.719727
	Iteration 13Q: 3 clusters Score -1705015 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1705187.625000 Penalty: 4773.719727
	Iteration 14Q: 3 clusters Score -1705188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1705347.125000 Penalty: 4773.719727
	Iteration 15Q: 3 clusters Score -1705347 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1705485.750000 Penalty: 4773.719727
	Iteration 16Q: 3 clusters Score -1705486 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1705612.000000 Penalty: 4773.719727
	Iteration 17Q: 3 clusters Score -1705612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1705720.125000 Penalty: 4773.719727
	Iteration 18Q: 3 clusters Score -1705720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1705815.875000 Penalty: 4773.719727
	Iteration 19Q: 3 clusters Score -1705816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1705911.375000 Penalty: 4773.719727
	Iteration 20F: 3 clusters Score -1705911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1705980.250000 Penalty: 4773.719727
	Iteration 21Q: 3 clusters Score -1705980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1706043.125000 Penalty: 4773.719727
	Iteration 22Q: 3 clusters Score -1706043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1706078.375000 Penalty: 4773.719727
	Iteration 23Q: 3 clusters Score -1706078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1706111.875000 Penalty: 4773.719727
	Iteration 24Q: 3 clusters Score -1706112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1706141.000000 Penalty: 4773.719727
	Iteration 25Q: 3 clusters Score -1706141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1706173.125000 Penalty: 4773.719727
	Iteration 26Q: 3 clusters Score -1706173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1706210.000000 Penalty: 4773.719727
	Iteration 27Q: 3 clusters Score -1706210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1706231.250000 Penalty: 4773.719727
	Iteration 28Q: 3 clusters Score -1706231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1706246.125000 Penalty: 4773.719727
	Iteration 29Q: 3 clusters Score -1706246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1706260.625000 Penalty: 4773.719727
	Iteration 30Q: 3 clusters Score -1706261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1706270.500000 Penalty: 4773.719727
	Iteration 31Q: 3 clusters Score -1706270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1706280.625000 Penalty: 4773.719727
	Iteration 32Q: 3 clusters Score -1706281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1706288.125000 Penalty: 4773.719727
	Iteration 33Q: 3 clusters Score -1706288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1706301.000000 Penalty: 4773.719727
	Iteration 34Q: 3 clusters Score -1706301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1706321.500000 Penalty: 4773.719727
	Iteration 35Q: 3 clusters Score -1706322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1706339.000000 Penalty: 4773.719727
	Iteration 36Q: 3 clusters Score -1706339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1706363.000000 Penalty: 4773.719727
	Iteration 37Q: 3 clusters Score -1706363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1706374.875000 Penalty: 4773.719727
	Iteration 38Q: 3 clusters Score -1706375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1706391.250000 Penalty: 4773.719727
	Iteration 39Q: 3 clusters Score -1706391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1706403.875000 Penalty: 4773.719727
	Iteration 40F: 3 clusters Score -1706404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1706433.375000 Penalty: 4773.719727
	Iteration 41Q: 3 clusters Score -1706433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1706443.000000 Penalty: 4773.719727
	Iteration 42Q: 3 clusters Score -1706443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1706449.375000 Penalty: 4773.719727
	Iteration 43Q: 3 clusters Score -1706449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1706457.500000 Penalty: 4773.719727
	Iteration 44Q: 3 clusters Score -1706458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1706462.000000 Penalty: 4773.719727
	Iteration 45Q: 3 clusters Score -1706462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1706463.250000 Penalty: 4773.719727
	Iteration 46Q: 3 clusters Score -1706463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1706466.750000 Penalty: 4773.719727
	Iteration 47Q: 3 clusters Score -1706467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1706470.000000 Penalty: 4773.719727
	Iteration 48Q: 3 clusters Score -1706470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1706469.250000 Penalty: 4773.719727
	Iteration 49Q: 3 clusters Score -1706469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1706476.125000 Penalty: 4773.719727
	Iteration 50Q: 3 clusters Score -1706476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1706485.000000 Penalty: 4773.719727
	Iteration 51Q: 3 clusters Score -1706485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1706492.625000 Penalty: 4773.719727
	Iteration 52Q: 3 clusters Score -1706493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1706495.875000 Penalty: 4773.719727
	Iteration 53Q: 3 clusters Score -1706496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1706494.750000 Penalty: 4773.719727
	Iteration 54Q: 3 clusters Score -1706495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1706496.500000 Penalty: 4773.719727
	Iteration 55Q: 3 clusters Score -1706496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1706496.500000 Penalty: 4773.719727
	Iteration 56F: 3 clusters Score -1706496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -2039946.625000 Penalty: 2392.002197
	Iteration 0F: 2 clusters Score -2039947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2028871.125000 Penalty: 4784.004395
	Iteration 0F: 3 clusters Score -2028871 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2032389.750000 Penalty: 4784.004395
	Iteration 1F: 3 clusters Score -2032390 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2032792.750000 Penalty: 4784.004395
	Iteration 2F: 3 clusters Score -2032793 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2033098.375000 Penalty: 4784.004395
	Iteration 3Q: 3 clusters Score -2033098 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2033360.500000 Penalty: 4784.004395
	Iteration 4Q: 3 clusters Score -2033360 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2033602.375000 Penalty: 4784.004395
	Iteration 5Q: 3 clusters Score -2033602 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2033837.250000 Penalty: 4784.004395
	Iteration 6Q: 3 clusters Score -2033837 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2034098.500000 Penalty: 4784.004395
	Iteration 7Q: 3 clusters Score -2034098 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2034379.000000 Penalty: 4784.004395
	Iteration 8Q: 3 clusters Score -2034379 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2034674.625000 Penalty: 4784.004395
	Iteration 9Q: 3 clusters Score -2034675 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2035022.375000 Penalty: 4784.004395
	Iteration 10Q: 3 clusters Score -2035022 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2035407.125000 Penalty: 4784.004395
	Iteration 11Q: 3 clusters Score -2035407 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2035774.000000 Penalty: 4784.004395
	Iteration 12Q: 3 clusters Score -2035774 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2036054.125000 Penalty: 4784.004395
	Iteration 13Q: 3 clusters Score -2036054 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2036214.875000 Penalty: 4784.004395
	Iteration 14Q: 3 clusters Score -2036215 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2036313.125000 Penalty: 4784.004395
	Iteration 15Q: 3 clusters Score -2036313 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2036395.000000 Penalty: 4784.004395
	Iteration 16Q: 3 clusters Score -2036395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2036436.000000 Penalty: 4784.004395
	Iteration 17Q: 3 clusters Score -2036436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2036467.125000 Penalty: 4784.004395
	Iteration 18Q: 3 clusters Score -2036467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2036494.000000 Penalty: 4784.004395
	Iteration 19Q: 3 clusters Score -2036494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2036518.125000 Penalty: 4784.004395
	Iteration 20F: 3 clusters Score -2036518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2036523.000000 Penalty: 4784.004395
	Iteration 21Q: 3 clusters Score -2036523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2036534.625000 Penalty: 4784.004395
	Iteration 22Q: 3 clusters Score -2036535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2036545.500000 Penalty: 4784.004395
	Iteration 23Q: 3 clusters Score -2036546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2036554.750000 Penalty: 4784.004395
	Iteration 24Q: 3 clusters Score -2036555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2036567.375000 Penalty: 4784.004395
	Iteration 25Q: 3 clusters Score -2036567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2036566.625000 Penalty: 4784.004395
	Iteration 26Q: 3 clusters Score -2036567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2036575.625000 Penalty: 4784.004395
	Iteration 27Q: 3 clusters Score -2036576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2036583.750000 Penalty: 4784.004395
	Iteration 28Q: 3 clusters Score -2036584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2036595.125000 Penalty: 4784.004395
	Iteration 29Q: 3 clusters Score -2036595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2036608.000000 Penalty: 4784.004395
	Iteration 30Q: 3 clusters Score -2036608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2036611.875000 Penalty: 4784.004395
	Iteration 31Q: 3 clusters Score -2036612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2036616.250000 Penalty: 4784.004395
	Iteration 32Q: 3 clusters Score -2036616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2036633.500000 Penalty: 4784.004395
	Iteration 33Q: 3 clusters Score -2036634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2036649.875000 Penalty: 4784.004395
	Iteration 34Q: 3 clusters Score -2036650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2036645.750000 Penalty: 4784.004395
	Iteration 35Q: 3 clusters Score -2036646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2036658.125000 Penalty: 4784.004395
	Iteration 36Q: 3 clusters Score -2036658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2036670.000000 Penalty: 4784.004395
	Iteration 37Q: 3 clusters Score -2036670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2036679.750000 Penalty: 4784.004395
	Iteration 38Q: 3 clusters Score -2036680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2036688.000000 Penalty: 4784.004395
	Iteration 39Q: 3 clusters Score -2036688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2036692.500000 Penalty: 4784.004395
	Iteration 40F: 3 clusters Score -2036692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2036695.125000 Penalty: 4784.004395
	Iteration 41Q: 3 clusters Score -2036695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2036712.625000 Penalty: 4784.004395
	Iteration 42Q: 3 clusters Score -2036713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2036714.125000 Penalty: 4784.004395
	Iteration 43Q: 3 clusters Score -2036714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2036721.500000 Penalty: 4784.004395
	Iteration 44Q: 3 clusters Score -2036722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2036720.375000 Penalty: 4784.004395
	Iteration 45Q: 3 clusters Score -2036720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2036731.875000 Penalty: 4784.004395
	Iteration 46Q: 3 clusters Score -2036732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2036742.250000 Penalty: 4784.004395
	Iteration 47Q: 3 clusters Score -2036742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2036749.625000 Penalty: 4784.004395
	Iteration 48Q: 3 clusters Score -2036750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2036754.750000 Penalty: 4784.004395
	Iteration 49Q: 3 clusters Score -2036755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2036759.375000 Penalty: 4784.004395
	Iteration 50Q: 3 clusters Score -2036759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2036764.000000 Penalty: 4784.004395
	Iteration 51Q: 3 clusters Score -2036764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2036765.250000 Penalty: 4784.004395
	Iteration 52Q: 3 clusters Score -2036765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2036772.625000 Penalty: 4784.004395
	Iteration 53Q: 3 clusters Score -2036773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2036772.250000 Penalty: 4784.004395
	Iteration 54Q: 3 clusters Score -2036772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2036770.500000 Penalty: 4784.004395
	Iteration 55Q: 3 clusters Score -2036770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2036778.625000 Penalty: 4784.004395
	Iteration 56Q: 3 clusters Score -2036779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2036778.375000 Penalty: 4784.004395
	Iteration 57Q: 3 clusters Score -2036778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2036779.125000 Penalty: 4784.004395
	Iteration 58Q: 3 clusters Score -2036779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2036784.500000 Penalty: 4784.004395
	Iteration 59Q: 3 clusters Score -2036784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2036781.250000 Penalty: 4784.004395
	Iteration 60F: 3 clusters Score -2036781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2036786.750000 Penalty: 4784.004395
	Iteration 61Q: 3 clusters Score -2036787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2036791.000000 Penalty: 4784.004395
	Iteration 62Q: 3 clusters Score -2036791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2036795.125000 Penalty: 4784.004395
	Iteration 63Q: 3 clusters Score -2036795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2036804.875000 Penalty: 4784.004395
	Iteration 64Q: 3 clusters Score -2036805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2036815.500000 Penalty: 4784.004395
	Iteration 65Q: 3 clusters Score -2036816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2036821.750000 Penalty: 4784.004395
	Iteration 66Q: 3 clusters Score -2036822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2036836.125000 Penalty: 4784.004395
	Iteration 67Q: 3 clusters Score -2036836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2036845.500000 Penalty: 4784.004395
	Iteration 68Q: 3 clusters Score -2036846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2036850.375000 Penalty: 4784.004395
	Iteration 69Q: 3 clusters Score -2036850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2036849.875000 Penalty: 4784.004395
	Iteration 70Q: 3 clusters Score -2036850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2036856.000000 Penalty: 4784.004395
	Iteration 71Q: 3 clusters Score -2036856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2036860.375000 Penalty: 4784.004395
	Iteration 72Q: 3 clusters Score -2036860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2036865.000000 Penalty: 4784.004395
	Iteration 73Q: 3 clusters Score -2036865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2036864.875000 Penalty: 4784.004395
	Iteration 74Q: 3 clusters Score -2036865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2036876.875000 Penalty: 4784.004395
	Iteration 75Q: 3 clusters Score -2036877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2036885.250000 Penalty: 4784.004395
	Iteration 76Q: 3 clusters Score -2036885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2036898.750000 Penalty: 4784.004395
	Iteration 77Q: 3 clusters Score -2036899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2036897.000000 Penalty: 4784.004395
	Iteration 78Q: 3 clusters Score -2036897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2036906.125000 Penalty: 4784.004395
	Iteration 79Q: 3 clusters Score -2036906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2036912.375000 Penalty: 4784.004395
	Iteration 80F: 3 clusters Score -2036912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2036909.375000 Penalty: 4784.004395
	Iteration 81Q: 3 clusters Score -2036909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2036916.000000 Penalty: 4784.004395
	Iteration 82Q: 3 clusters Score -2036916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2036916.250000 Penalty: 4784.004395
	Iteration 83Q: 3 clusters Score -2036916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2036922.000000 Penalty: 4784.004395
	Iteration 84Q: 3 clusters Score -2036922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2036926.625000 Penalty: 4784.004395
	Iteration 85Q: 3 clusters Score -2036927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2036927.375000 Penalty: 4784.004395
	Iteration 86Q: 3 clusters Score -2036927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2036934.250000 Penalty: 4784.004395
	Iteration 87Q: 3 clusters Score -2036934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2036932.125000 Penalty: 4784.004395
	Iteration 88Q: 3 clusters Score -2036932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2036934.000000 Penalty: 4784.004395
	Iteration 89Q: 3 clusters Score -2036934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2036937.500000 Penalty: 4784.004395
	Iteration 90Q: 3 clusters Score -2036938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2036944.250000 Penalty: 4784.004395
	Iteration 91Q: 3 clusters Score -2036944 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2036946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2036950 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2036948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2036951 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2036958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2036957 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2036952.000000 Penalty: 4784.004395
	Iteration 98Q: 3 clusters Score -2036952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2036959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2036955.500000 Penalty: 4784.004395
	Iteration 100F: 3 clusters Score -2036956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2036959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2036961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2036959 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2036960 nChanged 12
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2036963 nChanged 10
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Mstep: Class 1 contains 10425 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2036964 nChanged 14
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Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2036963 nChanged 13
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Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2036964 nChanged 11
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Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2036965 nChanged 14
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Mstep: Class 1 contains 10477 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2036966 nChanged 13
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Mstep: Class 1 contains 10490 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2036973 nChanged 15
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2036974 nChanged 20
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Mstep: Class 1 contains 10521 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2036973 nChanged 21
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Mstep: Class 1 contains 10540 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2036980 nChanged 17
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2036982 nChanged 23
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Mstep: Class 1 contains 10580 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2036981 nChanged 27
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Mstep: Class 1 contains 10605 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2036984 nChanged 25
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Mstep: Class 1 contains 10630 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2036986 nChanged 24
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Mstep: Class 1 contains 10652 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2036988 nChanged 24
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Mstep: Class 1 contains 10676 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2036995 nChanged 26
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Mstep: Class 1 contains 10702 members 
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	Iteration 121Q: 3 clusters Score -2036996 nChanged 22
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Mstep: Class 1 contains 10724 members 
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	Iteration 122Q: 3 clusters Score -2036997 nChanged 23
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Mstep: Class 1 contains 10747 members 
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	Iteration 123Q: 3 clusters Score -2037001 nChanged 26
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2037010 nChanged 45
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Mstep: Class 1 contains 10812 members 
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	Iteration 125Q: 3 clusters Score -2037016 nChanged 43
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Mstep: Class 1 contains 10851 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2037026 nChanged 40
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Mstep: Class 1 contains 10891 members 
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	Iteration 127Q: 3 clusters Score -2037031 nChanged 37
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Mstep: Class 1 contains 10926 members 
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	Iteration 128Q: 3 clusters Score -2037030 nChanged 33
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Mstep: Class 2 contains 4488 members 
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	Iteration 129Q: 3 clusters Score -2037040 nChanged 27
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Mstep: Class 1 contains 10986 members 
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	Iteration 130Q: 3 clusters Score -2037045 nChanged 39
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Mstep: Class 1 contains 11025 members 
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	Iteration 131Q: 3 clusters Score -2037047 nChanged 38
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Mstep: Class 1 contains 11063 members 
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	Iteration 132Q: 3 clusters Score -2037050 nChanged 41
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Mstep: Class 1 contains 11104 members 
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	Iteration 133Q: 3 clusters Score -2037058 nChanged 46
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Mstep: Class 1 contains 11150 members 
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	Iteration 134Q: 3 clusters Score -2037066 nChanged 48
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Mstep: Class 1 contains 11196 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2037080 nChanged 54
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Mstep: Class 1 contains 11250 members 
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	Iteration 136Q: 3 clusters Score -2037095 nChanged 55
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Mstep: Class 1 contains 11305 members 
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	Iteration 137Q: 3 clusters Score -2037104 nChanged 58
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	Iteration 138Q: 3 clusters Score -2037115 nChanged 43
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	Iteration 139Q: 3 clusters Score -2037123 nChanged 41
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Mstep: Class 1 contains 11443 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2037132 nChanged 39
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -2037136 nChanged 45
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Mstep: Class 1 contains 11527 members 
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	Iteration 142Q: 3 clusters Score -2037143 nChanged 36
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Mstep: Class 1 contains 11561 members 
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	Iteration 143Q: 3 clusters Score -2037154 nChanged 41
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	Iteration 144Q: 3 clusters Score -2037154 nChanged 39
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Mstep: Class 1 contains 11635 members 
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	Iteration 145Q: 3 clusters Score -2037162 nChanged 52
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	Iteration 146Q: 3 clusters Score -2037169 nChanged 53
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	Iteration 147Q: 3 clusters Score -2037180 nChanged 55
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	Iteration 148Q: 3 clusters Score -2037196 nChanged 66
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	Iteration 149Q: 3 clusters Score -2037215 nChanged 56
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Mstep: Class 1 contains 11915 members 
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	Iteration 150Q: 3 clusters Score -2037226 nChanged 62
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	Iteration 151Q: 3 clusters Score -2037244 nChanged 56
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Mstep: Class 1 contains 12031 members 
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	Iteration 152Q: 3 clusters Score -2037257 nChanged 51
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	Iteration 153Q: 3 clusters Score -2037270 nChanged 57
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	Iteration 154Q: 3 clusters Score -2037278 nChanged 60
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	Iteration 155Q: 3 clusters Score -2037296 nChanged 55
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	Iteration 156Q: 3 clusters Score -2037307 nChanged 59
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	Iteration 157Q: 3 clusters Score -2037321 nChanged 53
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	Iteration 158Q: 3 clusters Score -2037334 nChanged 62
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	Iteration 159Q: 3 clusters Score -2037348 nChanged 50
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	Iteration 160F: 3 clusters Score -2037366 nChanged 40
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	Iteration 161Q: 3 clusters Score -2037367 nChanged 36
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	Iteration 162Q: 3 clusters Score -2037378 nChanged 38
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	Iteration 163Q: 3 clusters Score -2037386 nChanged 44
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Score: -2037392.000000 Penalty: 4784.004395
	Iteration 164Q: 3 clusters Score -2037392 nChanged 41
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	Iteration 165Q: 3 clusters Score -2037400 nChanged 47
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	Iteration 166Q: 3 clusters Score -2037413 nChanged 49
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	Iteration 167Q: 3 clusters Score -2037426 nChanged 45
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	Iteration 168Q: 3 clusters Score -2037435 nChanged 34
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	Iteration 169Q: 3 clusters Score -2037448 nChanged 50
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	Iteration 170Q: 3 clusters Score -2037464 nChanged 63
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	Iteration 171Q: 3 clusters Score -2037480 nChanged 69
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	Iteration 172Q: 3 clusters Score -2037499 nChanged 58
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	Iteration 173Q: 3 clusters Score -2037516 nChanged 55
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	Iteration 174Q: 3 clusters Score -2037532 nChanged 38
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	Iteration 175Q: 3 clusters Score -2037539 nChanged 31
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	Iteration 176Q: 3 clusters Score -2037550 nChanged 43
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	Iteration 177Q: 3 clusters Score -2037556 nChanged 43
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	Iteration 178Q: 3 clusters Score -2037561 nChanged 33
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	Iteration 179Q: 3 clusters Score -2037571 nChanged 28
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	Iteration 180F: 3 clusters Score -2037586 nChanged 36
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2037592 nChanged 20
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2037597 nChanged 26
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Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2037603 nChanged 30
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Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2037613 nChanged 26
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Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2037618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2037619.750000 Penalty: 4784.004395
	Iteration 186Q: 3 clusters Score -2037620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2037625.875000 Penalty: 4784.004395
	Iteration 187Q: 3 clusters Score -2037626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2037632.000000 Penalty: 4784.004395
	Iteration 188Q: 3 clusters Score -2037632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2037636.250000 Penalty: 4784.004395
	Iteration 189Q: 3 clusters Score -2037636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2037643.000000 Penalty: 4784.004395
	Iteration 190Q: 3 clusters Score -2037643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2037644.875000 Penalty: 4784.004395
	Iteration 191Q: 3 clusters Score -2037645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2037646.625000 Penalty: 4784.004395
	Iteration 192Q: 3 clusters Score -2037647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2037647.250000 Penalty: 4784.004395
	Iteration 193Q: 3 clusters Score -2037647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2037651.250000 Penalty: 4784.004395
	Iteration 194Q: 3 clusters Score -2037651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2037655.875000 Penalty: 4784.004395
	Iteration 195Q: 3 clusters Score -2037656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2037655.500000 Penalty: 4784.004395
	Iteration 196Q: 3 clusters Score -2037656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2037659.125000 Penalty: 4784.004395
	Iteration 197Q: 3 clusters Score -2037659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2037661.375000 Penalty: 4784.004395
	Iteration 198Q: 3 clusters Score -2037661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2037658.625000 Penalty: 4784.004395
	Iteration 199Q: 3 clusters Score -2037659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2037660.875000 Penalty: 4784.004395
	Iteration 200F: 3 clusters Score -2037661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -439295.750000 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -439295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -435732.687500 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -435732.7 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436525.062500 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -436525.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -436675.218750 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -436675.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -436761.718750 Penalty: 4043.204346
	Iteration 3Q: 3 clusters Score -436761.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -436805.937500 Penalty: 4043.204346
	Iteration 4Q: 3 clusters Score -436805.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -436835.000000 Penalty: 4043.204346
	Iteration 5Q: 3 clusters Score -436835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436853.062500 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -436853.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -436871.093750 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -436871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -436886.593750 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -436886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436897.406250 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -436897.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -436907.687500 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -436907.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -436916.000000 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -436916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -436919.125000 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -436919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436921.968750 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -436922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -436924.531250 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -436924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436929.062500 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -436929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -436932.218750 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -436932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -436935.750000 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -436935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436939.812500 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -436939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436943.906250 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -436943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -436948.593750 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -436948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -436951.687500 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -436951.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436955.500000 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -436955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436961.843750 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -436961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -436967.218750 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -436967.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -436972.843750 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -436972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -436978.250000 Penalty: 4043.204346
	Iteration 26Q: 3 clusters Score -436978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -436983.718750 Penalty: 4043.204346
	Iteration 27Q: 3 clusters Score -436983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -436985.562500 Penalty: 4043.204346
	Iteration 28Q: 3 clusters Score -436985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -436987.687500 Penalty: 4043.204346
	Iteration 29Q: 3 clusters Score -436987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -436990.312500 Penalty: 4043.204346
	Iteration 30Q: 3 clusters Score -436990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -436992.562500 Penalty: 4043.204346
	Iteration 31Q: 3 clusters Score -436992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -436993.187500 Penalty: 4043.204346
	Iteration 32Q: 3 clusters Score -436993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -436994.062500 Penalty: 4043.204346
	Iteration 33Q: 3 clusters Score -436994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -436993.781250 Penalty: 4043.204346
	Iteration 34Q: 3 clusters Score -436993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -436995.375000 Penalty: 4043.204346
	Iteration 35Q: 3 clusters Score -436995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -436995.031250 Penalty: 4043.204346
	Iteration 36Q: 3 clusters Score -436995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -436996.343750 Penalty: 4043.204346
	Iteration 37Q: 3 clusters Score -436996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436996.500000 Penalty: 4043.204346
	Iteration 38Q: 3 clusters Score -436996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436996.500000 Penalty: 4043.204346
	Iteration 39F: 3 clusters Score -436996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -258855.984375 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -258856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -256151.312500 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -256151.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -256591.812500 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -256591.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -256712.734375 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -256712.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -256777.656250 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -256777.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -256826.046875 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -256826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -256860.937500 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -256860.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -256876.218750 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -256876.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -256888.890625 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -256888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -256900.609375 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -256900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -256906.437500 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -256906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -256908.312500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -256908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256909.031250 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -256909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -256909.921875 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -256909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256910.921875 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -256910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -256911.109375 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -256911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -256911.109375 Penalty: 3799.416748
	Iteration 15F: 3 clusters Score -256911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -980990.875000 Penalty: 2257.206787
	Iteration 0F: 2 clusters Score -980990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -973973.687500 Penalty: 4514.413574
	Iteration 0F: 3 clusters Score -973973.7 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -976225.750000 Penalty: 4514.413574
	Iteration 1F: 3 clusters Score -976225.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -976978.062500 Penalty: 4514.413574
	Iteration 2F: 3 clusters Score -976978.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -977742.250000 Penalty: 4514.413574
	Iteration 3F: 3 clusters Score -977742.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -978370.937500 Penalty: 4514.413574
	Iteration 4F: 3 clusters Score -978370.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -978827.875000 Penalty: 4514.413574
	Iteration 5F: 3 clusters Score -978827.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -979218.312500 Penalty: 4514.413574
	Iteration 6F: 3 clusters Score -979218.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -979486.375000 Penalty: 4514.413574
	Iteration 7Q: 3 clusters Score -979486.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -979679.625000 Penalty: 4514.413574
	Iteration 8Q: 3 clusters Score -979679.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -979815.500000 Penalty: 4514.413574
	Iteration 9Q: 3 clusters Score -979815.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -979903.000000 Penalty: 4514.413574
	Iteration 10Q: 3 clusters Score -979903 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -979961.000000 Penalty: 4514.413574
	Iteration 11Q: 3 clusters Score -979961 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -980009.437500 Penalty: 4514.413574
	Iteration 12Q: 3 clusters Score -980009.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -980046.312500 Penalty: 4514.413574
	Iteration 13Q: 3 clusters Score -980046.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -980076.437500 Penalty: 4514.413574
	Iteration 14Q: 3 clusters Score -980076.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -980110.062500 Penalty: 4514.413574
	Iteration 15Q: 3 clusters Score -980110.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -980158.750000 Penalty: 4514.413574
	Iteration 16Q: 3 clusters Score -980158.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -980195.562500 Penalty: 4514.413574
	Iteration 17Q: 3 clusters Score -980195.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -980221.062500 Penalty: 4514.413574
	Iteration 18Q: 3 clusters Score -980221.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -980239.375000 Penalty: 4514.413574
	Iteration 19Q: 3 clusters Score -980239.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -980248.062500 Penalty: 4514.413574
	Iteration 20F: 3 clusters Score -980248.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -980261.625000 Penalty: 4514.413574
	Iteration 21Q: 3 clusters Score -980261.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -980268.000000 Penalty: 4514.413574
	Iteration 22Q: 3 clusters Score -980268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -980275.500000 Penalty: 4514.413574
	Iteration 23Q: 3 clusters Score -980275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -980286.125000 Penalty: 4514.413574
	Iteration 24Q: 3 clusters Score -980286.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -980290.625000 Penalty: 4514.413574
	Iteration 25Q: 3 clusters Score -980290.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -980300.875000 Penalty: 4514.413574
	Iteration 26Q: 3 clusters Score -980300.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -980306.500000 Penalty: 4514.413574
	Iteration 27Q: 3 clusters Score -980306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -980320.437500 Penalty: 4514.413574
	Iteration 28Q: 3 clusters Score -980320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -980337.687500 Penalty: 4514.413574
	Iteration 29Q: 3 clusters Score -980337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -980343.062500 Penalty: 4514.413574
	Iteration 30Q: 3 clusters Score -980343.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -980342.375000 Penalty: 4514.413574
	Iteration 31Q: 3 clusters Score -980342.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -980351.750000 Penalty: 4514.413574
	Iteration 32Q: 3 clusters Score -980351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -980353.062500 Penalty: 4514.413574
	Iteration 33Q: 3 clusters Score -980353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -980357.625000 Penalty: 4514.413574
	Iteration 34Q: 3 clusters Score -980357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -980359.625000 Penalty: 4514.413574
	Iteration 35Q: 3 clusters Score -980359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -980360.687500 Penalty: 4514.413574
	Iteration 36Q: 3 clusters Score -980360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -980364.375000 Penalty: 4514.413574
	Iteration 37Q: 3 clusters Score -980364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -980365.312500 Penalty: 4514.413574
	Iteration 38Q: 3 clusters Score -980365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -980368.000000 Penalty: 4514.413574
	Iteration 39Q: 3 clusters Score -980368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -980366.250000 Penalty: 4514.413574
	Iteration 40F: 3 clusters Score -980366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -980370.187500 Penalty: 4514.413574
	Iteration 41Q: 3 clusters Score -980370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -980372.625000 Penalty: 4514.413574
	Iteration 42Q: 3 clusters Score -980372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -980374.625000 Penalty: 4514.413574
	Iteration 43Q: 3 clusters Score -980374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -980374.812500 Penalty: 4514.413574
	Iteration 44Q: 3 clusters Score -980374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -980377.812500 Penalty: 4514.413574
	Iteration 45Q: 3 clusters Score -980377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -980379.562500 Penalty: 4514.413574
	Iteration 46Q: 3 clusters Score -980379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -980382.437500 Penalty: 4514.413574
	Iteration 47Q: 3 clusters Score -980382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -980385.812500 Penalty: 4514.413574
	Iteration 48Q: 3 clusters Score -980385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -980390.312500 Penalty: 4514.413574
	Iteration 49Q: 3 clusters Score -980390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -980391.562500 Penalty: 4514.413574
	Iteration 50Q: 3 clusters Score -980391.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -980395.562500 Penalty: 4514.413574
	Iteration 51Q: 3 clusters Score -980395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -980397.125000 Penalty: 4514.413574
	Iteration 52Q: 3 clusters Score -980397.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -980401.625000 Penalty: 4514.413574
	Iteration 53Q: 3 clusters Score -980401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -980404.687500 Penalty: 4514.413574
	Iteration 54Q: 3 clusters Score -980404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -980405.625000 Penalty: 4514.413574
	Iteration 55Q: 3 clusters Score -980405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -980407.250000 Penalty: 4514.413574
	Iteration 56Q: 3 clusters Score -980407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -980409.500000 Penalty: 4514.413574
	Iteration 57Q: 3 clusters Score -980409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -980411.937500 Penalty: 4514.413574
	Iteration 58Q: 3 clusters Score -980411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -980415.437500 Penalty: 4514.413574
	Iteration 59Q: 3 clusters Score -980415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -980417.750000 Penalty: 4514.413574
	Iteration 60F: 3 clusters Score -980417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -980421.437500 Penalty: 4514.413574
	Iteration 61Q: 3 clusters Score -980421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -980427.687500 Penalty: 4514.413574
	Iteration 62Q: 3 clusters Score -980427.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -980432.812500 Penalty: 4514.413574
	Iteration 63Q: 3 clusters Score -980432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -980436.312500 Penalty: 4514.413574
	Iteration 64Q: 3 clusters Score -980436.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -980440.125000 Penalty: 4514.413574
	Iteration 65Q: 3 clusters Score -980440.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -980443.125000 Penalty: 4514.413574
	Iteration 66Q: 3 clusters Score -980443.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -980450.437500 Penalty: 4514.413574
	Iteration 67Q: 3 clusters Score -980450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -980452.562500 Penalty: 4514.413574
	Iteration 68Q: 3 clusters Score -980452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -980456.500000 Penalty: 4514.413574
	Iteration 69Q: 3 clusters Score -980456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -980460.437500 Penalty: 4514.413574
	Iteration 70Q: 3 clusters Score -980460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -980466.562500 Penalty: 4514.413574
	Iteration 71Q: 3 clusters Score -980466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -980469.000000 Penalty: 4514.413574
	Iteration 72Q: 3 clusters Score -980469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -980470.687500 Penalty: 4514.413574
	Iteration 73Q: 3 clusters Score -980470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -980471.250000 Penalty: 4514.413574
	Iteration 74Q: 3 clusters Score -980471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -980470.500000 Penalty: 4514.413574
	Iteration 75Q: 3 clusters Score -980470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -980471.062500 Penalty: 4514.413574
	Iteration 76Q: 3 clusters Score -980471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -980474.937500 Penalty: 4514.413574
	Iteration 77Q: 3 clusters Score -980474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -980476.125000 Penalty: 4514.413574
	Iteration 78Q: 3 clusters Score -980476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -980475.687500 Penalty: 4514.413574
	Iteration 79Q: 3 clusters Score -980475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -980476.562500 Penalty: 4514.413574
	Iteration 80F: 3 clusters Score -980476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Entering Unmasked Estep 
Score: -6656388.500000 Penalty: 2687.734131
	Iteration 0F: 2 clusters Score -6656388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -6622019.000000 Penalty: 5375.468262
	Iteration 0F: 3 clusters Score -6622019 nChanged 23467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -6635407.000000 Penalty: 5375.468262
	Iteration 1F: 3 clusters Score -6635407 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6636092.500000 Penalty: 5375.468262
	Iteration 2Q: 3 clusters Score -6636092 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6636945.500000 Penalty: 5375.468262
	Iteration 3Q: 3 clusters Score -6636946 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -6638043.500000 Penalty: 5375.468262
	Iteration 4Q: 3 clusters Score -6638044 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -6639441.500000 Penalty: 5375.468262
	Iteration 5Q: 3 clusters Score -6639442 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6640997.000000 Penalty: 5375.468262
	Iteration 6F: 3 clusters Score -6640997 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6642799.500000 Penalty: 5375.468262
	Iteration 7F: 3 clusters Score -6642800 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6644617.000000 Penalty: 5375.468262
	Iteration 8F: 3 clusters Score -6644617 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6646270.500000 Penalty: 5375.468262
	Iteration 9Q: 3 clusters Score -6646270 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -6647503.000000 Penalty: 5375.468262
	Iteration 10Q: 3 clusters Score -6647503 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -6648394.000000 Penalty: 5375.468262
	Iteration 11Q: 3 clusters Score -6648394 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6649099.500000 Penalty: 5375.468262
	Iteration 12Q: 3 clusters Score -6649100 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -6649693.000000 Penalty: 5375.468262
	Iteration 13Q: 3 clusters Score -6649693 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -6650214.500000 Penalty: 5375.468262
	Iteration 14Q: 3 clusters Score -6650214 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -6650624.500000 Penalty: 5375.468262
	Iteration 15Q: 3 clusters Score -6650624 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6651078.500000 Penalty: 5375.468262
	Iteration 16Q: 3 clusters Score -6651078 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6651456.500000 Penalty: 5375.468262
	Iteration 17Q: 3 clusters Score -6651456 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6651791.000000 Penalty: 5375.468262
	Iteration 18Q: 3 clusters Score -6651791 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -6652130.000000 Penalty: 5375.468262
	Iteration 19Q: 3 clusters Score -6652130 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -6652415.500000 Penalty: 5375.468262
	Iteration 20F: 3 clusters Score -6652416 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6652650.000000 Penalty: 5375.468262
	Iteration 21Q: 3 clusters Score -6652650 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6652809.000000 Penalty: 5375.468262
	Iteration 22Q: 3 clusters Score -6652809 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6652936.500000 Penalty: 5375.468262
	Iteration 23Q: 3 clusters Score -6652936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6653112.500000 Penalty: 5375.468262
	Iteration 24Q: 3 clusters Score -6653112 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6653303.500000 Penalty: 5375.468262
	Iteration 25Q: 3 clusters Score -6653304 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6653450.000000 Penalty: 5375.468262
	Iteration 26Q: 3 clusters Score -6653450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6653613.000000 Penalty: 5375.468262
	Iteration 27Q: 3 clusters Score -6653613 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6653791.000000 Penalty: 5375.468262
	Iteration 28Q: 3 clusters Score -6653791 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6653909.500000 Penalty: 5375.468262
	Iteration 29Q: 3 clusters Score -6653910 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6654007.500000 Penalty: 5375.468262
	Iteration 30Q: 3 clusters Score -6654008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6654061.000000 Penalty: 5375.468262
	Iteration 31Q: 3 clusters Score -6654061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6654116.500000 Penalty: 5375.468262
	Iteration 32Q: 3 clusters Score -6654116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6654141.000000 Penalty: 5375.468262
	Iteration 33Q: 3 clusters Score -6654141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6654161.000000 Penalty: 5375.468262
	Iteration 34Q: 3 clusters Score -6654161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6654180.500000 Penalty: 5375.468262
	Iteration 35Q: 3 clusters Score -6654180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6654212.500000 Penalty: 5375.468262
	Iteration 36Q: 3 clusters Score -6654212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6654203.500000 Penalty: 5375.468262
	Iteration 37Q: 3 clusters Score -6654204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6654208.000000 Penalty: 5375.468262
	Iteration 38Q: 3 clusters Score -6654208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6654218.500000 Penalty: 5375.468262
	Iteration 39Q: 3 clusters Score -6654218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6654214.500000 Penalty: 5375.468262
	Iteration 40F: 3 clusters Score -6654214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6654215.000000 Penalty: 5375.468262
	Iteration 41Q: 3 clusters Score -6654215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6654225.000000 Penalty: 5375.468262
	Iteration 42Q: 3 clusters Score -6654225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6654218.000000 Penalty: 5375.468262
	Iteration 43Q: 3 clusters Score -6654218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6654216.500000 Penalty: 5375.468262
	Iteration 44Q: 3 clusters Score -6654216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6654217.500000 Penalty: 5375.468262
	Iteration 45Q: 3 clusters Score -6654218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6654218.500000 Penalty: 5375.468262
	Iteration 46Q: 3 clusters Score -6654218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6654220.500000 Penalty: 5375.468262
	Iteration 47Q: 3 clusters Score -6654220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6654220.000000 Penalty: 5375.468262
	Iteration 48Q: 3 clusters Score -6654220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6654222.000000 Penalty: 5375.468262
	Iteration 49Q: 3 clusters Score -6654222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6654222.500000 Penalty: 5375.468262
	Iteration 50Q: 3 clusters Score -6654222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6654217.500000 Penalty: 5375.468262
	Iteration 51Q: 3 clusters Score -6654218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6654215.000000 Penalty: 5375.468262
	Iteration 52Q: 3 clusters Score -6654215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6654210.500000 Penalty: 5375.468262
	Iteration 53Q: 3 clusters Score -6654210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6654210.000000 Penalty: 5375.468262
	Iteration 54Q: 3 clusters Score -6654210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6654210.000000 Penalty: 5375.468262
	Iteration 55F: 3 clusters Score -6654210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Entering Unmasked Estep 
Score: -1899447.125000 Penalty: 2374.509766
	Iteration 0F: 2 clusters Score -1899447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1888982.750000 Penalty: 4749.019531
	Iteration 0F: 3 clusters Score -1888983 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1892156.125000 Penalty: 4749.019531
	Iteration 1F: 3 clusters Score -1892156 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1892458.875000 Penalty: 4749.019531
	Iteration 2F: 3 clusters Score -1892459 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1892667.625000 Penalty: 4749.019531
	Iteration 3Q: 3 clusters Score -1892668 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1892833.625000 Penalty: 4749.019531
	Iteration 4Q: 3 clusters Score -1892834 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1892969.625000 Penalty: 4749.019531
	Iteration 5Q: 3 clusters Score -1892970 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1893095.250000 Penalty: 4749.019531
	Iteration 6Q: 3 clusters Score -1893095 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1893194.750000 Penalty: 4749.019531
	Iteration 7Q: 3 clusters Score -1893195 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1893276.875000 Penalty: 4749.019531
	Iteration 8Q: 3 clusters Score -1893277 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1893383.750000 Penalty: 4749.019531
	Iteration 9Q: 3 clusters Score -1893384 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1893497.500000 Penalty: 4749.019531
	Iteration 10Q: 3 clusters Score -1893498 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1893612.500000 Penalty: 4749.019531
	Iteration 11Q: 3 clusters Score -1893612 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1893749.125000 Penalty: 4749.019531
	Iteration 12Q: 3 clusters Score -1893749 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1893902.250000 Penalty: 4749.019531
	Iteration 13Q: 3 clusters Score -1893902 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1894061.375000 Penalty: 4749.019531
	Iteration 14Q: 3 clusters Score -1894061 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1894265.000000 Penalty: 4749.019531
	Iteration 15Q: 3 clusters Score -1894265 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1894509.250000 Penalty: 4749.019531
	Iteration 16Q: 3 clusters Score -1894509 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1894774.375000 Penalty: 4749.019531
	Iteration 17Q: 3 clusters Score -1894774 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1895074.000000 Penalty: 4749.019531
	Iteration 18Q: 3 clusters Score -1895074 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1895377.250000 Penalty: 4749.019531
	Iteration 19Q: 3 clusters Score -1895377 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1895634.250000 Penalty: 4749.019531
	Iteration 20F: 3 clusters Score -1895634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1895830.250000 Penalty: 4749.019531
	Iteration 21Q: 3 clusters Score -1895830 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1895957.375000 Penalty: 4749.019531
	Iteration 22Q: 3 clusters Score -1895957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1896068.875000 Penalty: 4749.019531
	Iteration 23Q: 3 clusters Score -1896069 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1896167.500000 Penalty: 4749.019531
	Iteration 24Q: 3 clusters Score -1896168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1896246.875000 Penalty: 4749.019531
	Iteration 25Q: 3 clusters Score -1896247 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1896314.125000 Penalty: 4749.019531
	Iteration 26Q: 3 clusters Score -1896314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1896371.000000 Penalty: 4749.019531
	Iteration 27Q: 3 clusters Score -1896371 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1896413.500000 Penalty: 4749.019531
	Iteration 28Q: 3 clusters Score -1896414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1896464.750000 Penalty: 4749.019531
	Iteration 29Q: 3 clusters Score -1896465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1896508.000000 Penalty: 4749.019531
	Iteration 30Q: 3 clusters Score -1896508 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1896555.500000 Penalty: 4749.019531
	Iteration 31Q: 3 clusters Score -1896556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1896603.625000 Penalty: 4749.019531
	Iteration 32Q: 3 clusters Score -1896604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1896643.500000 Penalty: 4749.019531
	Iteration 33Q: 3 clusters Score -1896644 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1896685.250000 Penalty: 4749.019531
	Iteration 34Q: 3 clusters Score -1896685 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1896724.375000 Penalty: 4749.019531
	Iteration 35Q: 3 clusters Score -1896724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1896752.375000 Penalty: 4749.019531
	Iteration 36Q: 3 clusters Score -1896752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1896773.625000 Penalty: 4749.019531
	Iteration 37Q: 3 clusters Score -1896774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1896793.375000 Penalty: 4749.019531
	Iteration 38Q: 3 clusters Score -1896793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1896814.750000 Penalty: 4749.019531
	Iteration 39Q: 3 clusters Score -1896815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1896830.375000 Penalty: 4749.019531
	Iteration 40F: 3 clusters Score -1896830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1896844.375000 Penalty: 4749.019531
	Iteration 41Q: 3 clusters Score -1896844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1896854.500000 Penalty: 4749.019531
	Iteration 42Q: 3 clusters Score -1896854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1896864.875000 Penalty: 4749.019531
	Iteration 43Q: 3 clusters Score -1896865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1896881.500000 Penalty: 4749.019531
	Iteration 44Q: 3 clusters Score -1896882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1896896.625000 Penalty: 4749.019531
	Iteration 45Q: 3 clusters Score -1896897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1896904.500000 Penalty: 4749.019531
	Iteration 46Q: 3 clusters Score -1896904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1896913.750000 Penalty: 4749.019531
	Iteration 47Q: 3 clusters Score -1896914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1896925.500000 Penalty: 4749.019531
	Iteration 48Q: 3 clusters Score -1896926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1896933.875000 Penalty: 4749.019531
	Iteration 49Q: 3 clusters Score -1896934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1896944.750000 Penalty: 4749.019531
	Iteration 50Q: 3 clusters Score -1896945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1896961.125000 Penalty: 4749.019531
	Iteration 51Q: 3 clusters Score -1896961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1896967.500000 Penalty: 4749.019531
	Iteration 52Q: 3 clusters Score -1896968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1896976.875000 Penalty: 4749.019531
	Iteration 53Q: 3 clusters Score -1896977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1896992.750000 Penalty: 4749.019531
	Iteration 54Q: 3 clusters Score -1896993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1897007.375000 Penalty: 4749.019531
	Iteration 55Q: 3 clusters Score -1897007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1897019.000000 Penalty: 4749.019531
	Iteration 56Q: 3 clusters Score -1897019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1897043.250000 Penalty: 4749.019531
	Iteration 57Q: 3 clusters Score -1897043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1897051.250000 Penalty: 4749.019531
	Iteration 58Q: 3 clusters Score -1897051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1897063.250000 Penalty: 4749.019531
	Iteration 59Q: 3 clusters Score -1897063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1897079.250000 Penalty: 4749.019531
	Iteration 60F: 3 clusters Score -1897079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1897096.500000 Penalty: 4749.019531
	Iteration 61Q: 3 clusters Score -1897096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1897099.000000 Penalty: 4749.019531
	Iteration 62Q: 3 clusters Score -1897099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1897108.375000 Penalty: 4749.019531
	Iteration 63Q: 3 clusters Score -1897108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1897118.625000 Penalty: 4749.019531
	Iteration 64Q: 3 clusters Score -1897119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1897129.000000 Penalty: 4749.019531
	Iteration 65Q: 3 clusters Score -1897129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1897141.125000 Penalty: 4749.019531
	Iteration 66Q: 3 clusters Score -1897141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1897150.375000 Penalty: 4749.019531
	Iteration 67Q: 3 clusters Score -1897150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1897149.750000 Penalty: 4749.019531
	Iteration 68Q: 3 clusters Score -1897150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1897155.750000 Penalty: 4749.019531
	Iteration 69Q: 3 clusters Score -1897156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1897166.375000 Penalty: 4749.019531
	Iteration 70Q: 3 clusters Score -1897166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1897171.250000 Penalty: 4749.019531
	Iteration 71Q: 3 clusters Score -1897171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1897174.750000 Penalty: 4749.019531
	Iteration 72Q: 3 clusters Score -1897175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1897181.000000 Penalty: 4749.019531
	Iteration 73Q: 3 clusters Score -1897181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1897187.375000 Penalty: 4749.019531
	Iteration 74Q: 3 clusters Score -1897187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1897191.875000 Penalty: 4749.019531
	Iteration 75Q: 3 clusters Score -1897192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1897200.625000 Penalty: 4749.019531
	Iteration 76Q: 3 clusters Score -1897201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1897203.250000 Penalty: 4749.019531
	Iteration 77Q: 3 clusters Score -1897203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1897211.000000 Penalty: 4749.019531
	Iteration 78Q: 3 clusters Score -1897211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1897217.500000 Penalty: 4749.019531
	Iteration 79Q: 3 clusters Score -1897218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1897221.750000 Penalty: 4749.019531
	Iteration 80F: 3 clusters Score -1897222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1897226.250000 Penalty: 4749.019531
	Iteration 81Q: 3 clusters Score -1897226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1897227.125000 Penalty: 4749.019531
	Iteration 82Q: 3 clusters Score -1897227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1897235.625000 Penalty: 4749.019531
	Iteration 83Q: 3 clusters Score -1897236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1897240.250000 Penalty: 4749.019531
	Iteration 84Q: 3 clusters Score -1897240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1897246.250000 Penalty: 4749.019531
	Iteration 85Q: 3 clusters Score -1897246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1897251.625000 Penalty: 4749.019531
	Iteration 86Q: 3 clusters Score -1897252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1897260.250000 Penalty: 4749.019531
	Iteration 87Q: 3 clusters Score -1897260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1897266.500000 Penalty: 4749.019531
	Iteration 88Q: 3 clusters Score -1897266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1897267.875000 Penalty: 4749.019531
	Iteration 89Q: 3 clusters Score -1897268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1897267.375000 Penalty: 4749.019531
	Iteration 90Q: 3 clusters Score -1897267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1897272.125000 Penalty: 4749.019531
	Iteration 91Q: 3 clusters Score -1897272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1897277.500000 Penalty: 4749.019531
	Iteration 92Q: 3 clusters Score -1897278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1897278.625000 Penalty: 4749.019531
	Iteration 93Q: 3 clusters Score -1897279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1897282.875000 Penalty: 4749.019531
	Iteration 94Q: 3 clusters Score -1897283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1897285.125000 Penalty: 4749.019531
	Iteration 95Q: 3 clusters Score -1897285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1897285.125000 Penalty: 4749.019531
	Iteration 96Q: 3 clusters Score -1897285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1897290.625000 Penalty: 4749.019531
	Iteration 97Q: 3 clusters Score -1897291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1897290.000000 Penalty: 4749.019531
	Iteration 98Q: 3 clusters Score -1897290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1897291.750000 Penalty: 4749.019531
	Iteration 99Q: 3 clusters Score -1897292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1897293.500000 Penalty: 4749.019531
	Iteration 100F: 3 clusters Score -1897294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1897298.375000 Penalty: 4749.019531
	Iteration 101Q: 3 clusters Score -1897298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1897300.750000 Penalty: 4749.019531
	Iteration 102Q: 3 clusters Score -1897301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1897299.625000 Penalty: 4749.019531
	Iteration 103Q: 3 clusters Score -1897300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1897298.625000 Penalty: 4749.019531
	Iteration 104Q: 3 clusters Score -1897299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1897299.125000 Penalty: 4749.019531
	Iteration 105Q: 3 clusters Score -1897299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1897296.625000 Penalty: 4749.019531
	Iteration 106Q: 3 clusters Score -1897297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1897298.125000 Penalty: 4749.019531
	Iteration 107Q: 3 clusters Score -1897298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1897298.500000 Penalty: 4749.019531
	Iteration 108Q: 3 clusters Score -1897298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1897297.375000 Penalty: 4749.019531
	Iteration 109Q: 3 clusters Score -1897297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1897301.625000 Penalty: 4749.019531
	Iteration 110Q: 3 clusters Score -1897302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1897302.250000 Penalty: 4749.019531
	Iteration 111Q: 3 clusters Score -1897302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1897301.625000 Penalty: 4749.019531
	Iteration 112Q: 3 clusters Score -1897302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1897300.500000 Penalty: 4749.019531
	Iteration 113Q: 3 clusters Score -1897300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1897300.000000 Penalty: 4749.019531
	Iteration 114Q: 3 clusters Score -1897300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1897300.000000 Penalty: 4749.019531
	Iteration 115Q: 3 clusters Score -1897300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1897302.750000 Penalty: 4749.019531
	Iteration 116Q: 3 clusters Score -1897303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1897304.625000 Penalty: 4749.019531
	Iteration 117Q: 3 clusters Score -1897305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1897304.750000 Penalty: 4749.019531
	Iteration 118Q: 3 clusters Score -1897305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1897304.000000 Penalty: 4749.019531
	Iteration 119Q: 3 clusters Score -1897304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1897307.875000 Penalty: 4749.019531
	Iteration 120F: 3 clusters Score -1897308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1897311.875000 Penalty: 4749.019531
	Iteration 121Q: 3 clusters Score -1897312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1897308.750000 Penalty: 4749.019531
	Iteration 122Q: 3 clusters Score -1897309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1897311.875000 Penalty: 4749.019531
	Iteration 123Q: 3 clusters Score -1897312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1897313.750000 Penalty: 4749.019531
	Iteration 124Q: 3 clusters Score -1897314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1897318.125000 Penalty: 4749.019531
	Iteration 125Q: 3 clusters Score -1897318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1897323.125000 Penalty: 4749.019531
	Iteration 126Q: 3 clusters Score -1897323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1897324.125000 Penalty: 4749.019531
	Iteration 127Q: 3 clusters Score -1897324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1897324.375000 Penalty: 4749.019531
	Iteration 128Q: 3 clusters Score -1897324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1897327.250000 Penalty: 4749.019531
	Iteration 129Q: 3 clusters Score -1897327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1897330.000000 Penalty: 4749.019531
	Iteration 130Q: 3 clusters Score -1897330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1897335.750000 Penalty: 4749.019531
	Iteration 131Q: 3 clusters Score -1897336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1897339.750000 Penalty: 4749.019531
	Iteration 132Q: 3 clusters Score -1897340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1897342.500000 Penalty: 4749.019531
	Iteration 133Q: 3 clusters Score -1897342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1897343.750000 Penalty: 4749.019531
	Iteration 134Q: 3 clusters Score -1897344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1897345.250000 Penalty: 4749.019531
	Iteration 135Q: 3 clusters Score -1897345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1897344.375000 Penalty: 4749.019531
	Iteration 136Q: 3 clusters Score -1897344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1897344.625000 Penalty: 4749.019531
	Iteration 137Q: 3 clusters Score -1897345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1897343.625000 Penalty: 4749.019531
	Iteration 138Q: 3 clusters Score -1897344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1897343.625000 Penalty: 4749.019531
	Iteration 139F: 3 clusters Score -1897344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 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 168 members 
Entering Unmasked Estep 
Score: -34123.277344 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34123.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34492.148438 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34492.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34806.421875 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -34806.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34988.164062 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -34988.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35048.617188 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -35048.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35081.781250 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -35081.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35105.644531 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -35105.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35139.433594 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -35139.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35159.558594 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -35159.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35169.121094 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -35169.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35174.996094 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -35175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35192.242188 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -35192.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35214.957031 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -35214.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35214.957031 Penalty: 2902.692383
	Iteration 13F: 3 clusters Score -35214.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Entering Unmasked Estep 
Score: -1486395.375000 Penalty: 2324.601807
	Iteration 0F: 2 clusters Score -1486395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1477578.375000 Penalty: 4649.203613
	Iteration 0F: 3 clusters Score -1477578 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1480154.125000 Penalty: 4649.203613
	Iteration 1F: 3 clusters Score -1480154 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1480449.375000 Penalty: 4649.203613
	Iteration 2F: 3 clusters Score -1480449 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1480682.375000 Penalty: 4649.203613
	Iteration 3Q: 3 clusters Score -1480682 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1480890.125000 Penalty: 4649.203613
	Iteration 4Q: 3 clusters Score -1480890 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1481080.625000 Penalty: 4649.203613
	Iteration 5Q: 3 clusters Score -1481081 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1481282.750000 Penalty: 4649.203613
	Iteration 6Q: 3 clusters Score -1481283 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1481539.625000 Penalty: 4649.203613
	Iteration 7Q: 3 clusters Score -1481540 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1481867.125000 Penalty: 4649.203613
	Iteration 8Q: 3 clusters Score -1481867 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1482325.750000 Penalty: 4649.203613
	Iteration 9F: 3 clusters Score -1482326 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1482804.625000 Penalty: 4649.203613
	Iteration 10F: 3 clusters Score -1482805 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1483212.750000 Penalty: 4649.203613
	Iteration 11Q: 3 clusters Score -1483213 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1483587.500000 Penalty: 4649.203613
	Iteration 12Q: 3 clusters Score -1483588 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1483848.250000 Penalty: 4649.203613
	Iteration 13Q: 3 clusters Score -1483848 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1484021.125000 Penalty: 4649.203613
	Iteration 14Q: 3 clusters Score -1484021 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1484129.875000 Penalty: 4649.203613
	Iteration 15Q: 3 clusters Score -1484130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1484205.375000 Penalty: 4649.203613
	Iteration 16Q: 3 clusters Score -1484205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1484236.000000 Penalty: 4649.203613
	Iteration 17Q: 3 clusters Score -1484236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1484268.500000 Penalty: 4649.203613
	Iteration 18Q: 3 clusters Score -1484268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1484293.750000 Penalty: 4649.203613
	Iteration 19Q: 3 clusters Score -1484294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1484315.125000 Penalty: 4649.203613
	Iteration 20F: 3 clusters Score -1484315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1484330.125000 Penalty: 4649.203613
	Iteration 21Q: 3 clusters Score -1484330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1484346.500000 Penalty: 4649.203613
	Iteration 22Q: 3 clusters Score -1484346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1484360.000000 Penalty: 4649.203613
	Iteration 23Q: 3 clusters Score -1484360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1484366.625000 Penalty: 4649.203613
	Iteration 24Q: 3 clusters Score -1484367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1484369.375000 Penalty: 4649.203613
	Iteration 25Q: 3 clusters Score -1484369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1484369.625000 Penalty: 4649.203613
	Iteration 26Q: 3 clusters Score -1484370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1484371.750000 Penalty: 4649.203613
	Iteration 27Q: 3 clusters Score -1484372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1484372.375000 Penalty: 4649.203613
	Iteration 28Q: 3 clusters Score -1484372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1484375.000000 Penalty: 4649.203613
	Iteration 29Q: 3 clusters Score -1484375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1484375.750000 Penalty: 4649.203613
	Iteration 30Q: 3 clusters Score -1484376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1484375.750000 Penalty: 4649.203613
	Iteration 31F: 3 clusters Score -1484376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 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 211 members 
Entering Unmasked Estep 
Score: -43742.226562 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43742.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43921.269531 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43921.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43980.550781 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -43980.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44033.648438 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44033.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44050.324219 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44050.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44064.000000 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44075.925781 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44075.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44077.039062 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44077.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44080.539062 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44080.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44082.523438 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44082.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44082.523438 Penalty: 2995.966309
	Iteration 10F: 3 clusters Score -44082.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113412.804688 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113412.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113848.875000 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -113848.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114068.164062 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114068.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114309.468750 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -114309.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114664.390625 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -114664.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -115104.867188 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -115104.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115330.445312 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -115330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115438.132812 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115543.046875 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -115543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115564.484375 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -115564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115566.953125 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -115567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115566.953125 Penalty: 3440.907715
	Iteration 11F: 3 clusters Score -115567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 58223 members 
Mstep: Class 9 contains 342556 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36306 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43724 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50901 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 610 members 
Entering Unmasked Estep 
Score: -104953328.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104954840.000000 to -104953328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Entering Unmasked Estep 
Score: -6695820.000000 Penalty: 2710.589844
	Iteration 0F: 2 clusters Score -6695820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6658700.000000 Penalty: 5421.179688
	Iteration 0F: 3 clusters Score -6658700 nChanged 25681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6673315.000000 Penalty: 5421.179688
	Iteration 1F: 3 clusters Score -6673315 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -6674307.000000 Penalty: 5421.179688
	Iteration 2Q: 3 clusters Score -6674307 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6675466.000000 Penalty: 5421.179688
	Iteration 3Q: 3 clusters Score -6675466 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -6676678.500000 Penalty: 5421.179688
	Iteration 4Q: 3 clusters Score -6676678 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -6678158.000000 Penalty: 5421.179688
	Iteration 5Q: 3 clusters Score -6678158 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6679889.500000 Penalty: 5421.179688
	Iteration 6F: 3 clusters Score -6679890 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -6681828.000000 Penalty: 5421.179688
	Iteration 7F: 3 clusters Score -6681828 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -6683956.500000 Penalty: 5421.179688
	Iteration 8F: 3 clusters Score -6683956 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -6686087.500000 Penalty: 5421.179688
	Iteration 9F: 3 clusters Score -6686088 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6688039.500000 Penalty: 5421.179688
	Iteration 10Q: 3 clusters Score -6688040 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -6689653.500000 Penalty: 5421.179688
	Iteration 11Q: 3 clusters Score -6689654 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6690958.000000 Penalty: 5421.179688
	Iteration 12Q: 3 clusters Score -6690958 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6691896.000000 Penalty: 5421.179688
	Iteration 13Q: 3 clusters Score -6691896 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6692608.000000 Penalty: 5421.179688
	Iteration 14Q: 3 clusters Score -6692608 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6693062.000000 Penalty: 5421.179688
	Iteration 15Q: 3 clusters Score -6693062 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6693399.000000 Penalty: 5421.179688
	Iteration 16Q: 3 clusters Score -6693399 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6693547.000000 Penalty: 5421.179688
	Iteration 17Q: 3 clusters Score -6693547 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6693682.500000 Penalty: 5421.179688
	Iteration 18Q: 3 clusters Score -6693682 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6693760.500000 Penalty: 5421.179688
	Iteration 19Q: 3 clusters Score -6693760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6693789.500000 Penalty: 5421.179688
	Iteration 20F: 3 clusters Score -6693790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6693829.000000 Penalty: 5421.179688
	Iteration 21Q: 3 clusters Score -6693829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6693840.500000 Penalty: 5421.179688
	Iteration 22Q: 3 clusters Score -6693840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6693860.500000 Penalty: 5421.179688
	Iteration 23Q: 3 clusters Score -6693860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6693877.500000 Penalty: 5421.179688
	Iteration 24Q: 3 clusters Score -6693878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6693902.000000 Penalty: 5421.179688
	Iteration 25Q: 3 clusters Score -6693902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6693907.500000 Penalty: 5421.179688
	Iteration 26Q: 3 clusters Score -6693908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6693917.000000 Penalty: 5421.179688
	Iteration 27Q: 3 clusters Score -6693917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6693930.000000 Penalty: 5421.179688
	Iteration 28Q: 3 clusters Score -6693930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6693940.500000 Penalty: 5421.179688
	Iteration 29Q: 3 clusters Score -6693940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6693941.000000 Penalty: 5421.179688
	Iteration 30Q: 3 clusters Score -6693941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6693955.000000 Penalty: 5421.179688
	Iteration 31Q: 3 clusters Score -6693955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6693968.000000 Penalty: 5421.179688
	Iteration 32Q: 3 clusters Score -6693968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6693970.500000 Penalty: 5421.179688
	Iteration 33Q: 3 clusters Score -6693970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6693971.500000 Penalty: 5421.179688
	Iteration 34Q: 3 clusters Score -6693972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6693972.500000 Penalty: 5421.179688
	Iteration 35Q: 3 clusters Score -6693972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6693973.500000 Penalty: 5421.179688
	Iteration 36Q: 3 clusters Score -6693974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6693979.000000 Penalty: 5421.179688
	Iteration 37Q: 3 clusters Score -6693979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6693967.500000 Penalty: 5421.179688
	Iteration 38Q: 3 clusters Score -6693968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6693971.500000 Penalty: 5421.179688
	Iteration 39Q: 3 clusters Score -6693972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6693975.000000 Penalty: 5421.179688
	Iteration 40F: 3 clusters Score -6693975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 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 288 members 
Entering Unmasked Estep 
Score: -61044.503906 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61044.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61345.128906 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61345.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61598.523438 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61598.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61831.652344 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -61831.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62202.511719 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -62202.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62462.250000 Penalty: 3131.519775
	Iteration 5F: 3 clusters Score -62462.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62682.800781 Penalty: 3131.519775
	Iteration 6F: 3 clusters Score -62682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62851.773438 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -62851.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62904.636719 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -62904.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62934.214844 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -62934.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62971.066406 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -62971.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62982.351562 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -62982.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62982.351562 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -62982.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 58223 members 
Mstep: Class 9 contains 342556 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36306 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43724 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50901 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 339 members 
Mstep: Class 37 contains 213 members 
Entering Unmasked Estep 
Score: -104953440.000000 Penalty: 125167.218750
Splitting cluster 36 changes total score from -104954840.000000 to -104953440.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 58223 members 
Mstep: Class 9 contains 342556 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36306 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43724 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50901 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55815 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954832.000000 Penalty: 121784.320312
Iteration 199Q: 37 clusters Score -1.049548e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11351 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 58017 members 
Mstep: Class 9 contains 342758 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 27096 members 
Mstep: Class 14 contains 18089 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 36295 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43734 members 
Mstep: Class 22 contains 23227 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50881 members 
Mstep: Class 30 contains 14385 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11773 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55806 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954888.000000 Penalty: 121784.320312
Iteration 200F: 37 clusters Score -1.049549e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15427 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 57853 members 
Mstep: Class 9 contains 342933 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 13 contains 27091 members 
Mstep: Class 14 contains 18081 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 36290 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43749 members 
Mstep: Class 22 contains 23242 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15422 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50864 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11778 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55787 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954776.000000 Penalty: 121784.320312
Iteration 201Q: 37 clusters Score -1.049548e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11350 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 57683 members 
Mstep: Class 9 contains 343098 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9227 members 
Mstep: Class 13 contains 27084 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 36290 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43767 members 
Mstep: Class 22 contains 23258 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15130 members 
Mstep: Class 25 contains 15413 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50849 members 
Mstep: Class 30 contains 14386 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11781 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55780 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954712.000000 Penalty: 121784.320312
Iteration 202Q: 37 clusters Score -1.049547e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 57507 members 
Mstep: Class 9 contains 343288 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9227 members 
Mstep: Class 13 contains 27076 members 
Mstep: Class 14 contains 18063 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10781 members 
Mstep: Class 19 contains 36282 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43784 members 
Mstep: Class 22 contains 23278 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15127 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50834 members 
Mstep: Class 30 contains 14382 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11787 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55782 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954616.000000 Penalty: 121784.320312
Iteration 203Q: 37 clusters Score -1.049546e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15413 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 57347 members 
Mstep: Class 9 contains 343447 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 27062 members 
Mstep: Class 14 contains 18052 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10792 members 
Mstep: Class 19 contains 36274 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43810 members 
Mstep: Class 22 contains 23295 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15125 members 
Mstep: Class 25 contains 15385 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50823 members 
Mstep: Class 30 contains 14385 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11790 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55778 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954624.000000 Penalty: 121784.320312
Iteration 204Q: 37 clusters Score -1.049546e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11350 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 57200 members 
Mstep: Class 9 contains 343608 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 27045 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10801 members 
Mstep: Class 19 contains 36269 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43833 members 
Mstep: Class 22 contains 23312 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15125 members 
Mstep: Class 25 contains 15375 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50814 members 
Mstep: Class 30 contains 14384 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11794 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55762 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954552.000000 Penalty: 121784.320312
Iteration 205Q: 37 clusters Score -1.049546e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 11347 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 57023 members 
Mstep: Class 9 contains 343771 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 27040 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 36267 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43854 members 
Mstep: Class 22 contains 23322 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15123 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50811 members 
Mstep: Class 30 contains 14389 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11799 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55745 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954712.000000 Penalty: 121784.320312
Iteration 206Q: 37 clusters Score -1.049547e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15403 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 8 contains 56865 members 
Mstep: Class 9 contains 343948 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 18041 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 19 contains 36264 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43875 members 
Mstep: Class 22 contains 23331 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15122 members 
Mstep: Class 25 contains 15336 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50805 members 
Mstep: Class 30 contains 14386 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11797 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55734 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954720.000000 Penalty: 121784.320312
Iteration 207Q: 37 clusters Score -1.049547e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 56704 members 
Mstep: Class 9 contains 344105 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 27022 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10850 members 
Mstep: Class 19 contains 36261 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43897 members 
Mstep: Class 22 contains 23332 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 15317 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50803 members 
Mstep: Class 30 contains 14384 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11796 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55726 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954664.000000 Penalty: 121784.320312
Iteration 208Q: 37 clusters Score -1.049547e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15395 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 8 contains 56559 members 
Mstep: Class 9 contains 344248 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9241 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10867 members 
Mstep: Class 19 contains 36257 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43924 members 
Mstep: Class 22 contains 23338 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 15305 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50792 members 
Mstep: Class 30 contains 14375 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11797 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55723 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954872.000000 Penalty: 121784.320312
Iteration 209Q: 37 clusters Score -1.049549e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15393 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 56407 members 
Mstep: Class 9 contains 344415 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 27010 members 
Mstep: Class 14 contains 18050 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 36243 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43941 members 
Mstep: Class 22 contains 23345 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50785 members 
Mstep: Class 30 contains 14369 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11802 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55721 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954864.000000 Penalty: 121784.320312
Iteration 210Q: 37 clusters Score -1.049549e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15392 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 56257 members 
Mstep: Class 9 contains 344589 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 27003 members 
Mstep: Class 14 contains 18051 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10885 members 
Mstep: Class 19 contains 36236 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43955 members 
Mstep: Class 22 contains 23352 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15121 members 
Mstep: Class 25 contains 15280 members 
Mstep: Class 26 contains 3466 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50763 members 
Mstep: Class 30 contains 14369 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11803 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55710 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954840.000000 Penalty: 121784.320312
Iteration 211Q: 37 clusters Score -1.049548e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15390 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 56117 members 
Mstep: Class 9 contains 344761 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 27002 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13571 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 36227 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43971 members 
Mstep: Class 22 contains 23352 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15120 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50739 members 
Mstep: Class 30 contains 14369 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11804 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55697 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954760.000000 Penalty: 121784.320312
Iteration 212Q: 37 clusters Score -1.049548e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11347 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 56010 members 
Mstep: Class 9 contains 344913 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 26991 members 
Mstep: Class 14 contains 18038 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13569 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 36221 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 43987 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15118 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 3464 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50708 members 
Mstep: Class 30 contains 14372 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954952.000000 Penalty: 121784.320312
Iteration 213Q: 37 clusters Score -1.04955e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 55891 members 
Mstep: Class 9 contains 345060 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 26965 members 
Mstep: Class 14 contains 18039 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10935 members 
Mstep: Class 19 contains 36213 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44010 members 
Mstep: Class 22 contains 23362 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15117 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50685 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954920.000000 Penalty: 121784.320312
Iteration 214Q: 37 clusters Score -1.049549e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11347 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15371 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 55780 members 
Mstep: Class 9 contains 345195 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 26939 members 
Mstep: Class 14 contains 18036 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 19 contains 36199 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44033 members 
Mstep: Class 22 contains 23371 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15117 members 
Mstep: Class 25 contains 15235 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50663 members 
Mstep: Class 30 contains 14367 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11819 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55700 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954856.000000 Penalty: 121784.320312
Iteration 215Q: 37 clusters Score -1.049549e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15363 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 8 contains 55675 members 
Mstep: Class 9 contains 345359 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 10958 members 
Mstep: Class 19 contains 36194 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44050 members 
Mstep: Class 22 contains 23373 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15117 members 
Mstep: Class 25 contains 15218 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50628 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55699 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954920.000000 Penalty: 121784.320312
Iteration 216Q: 37 clusters Score -1.049549e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15355 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 55574 members 
Mstep: Class 9 contains 345487 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9256 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 36195 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 23370 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15118 members 
Mstep: Class 25 contains 15206 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50595 members 
Mstep: Class 30 contains 14374 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11833 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55697 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954896.000000 Penalty: 121784.320312
Iteration 217Q: 37 clusters Score -1.049549e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 55466 members 
Mstep: Class 9 contains 345614 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 26891 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 10973 members 
Mstep: Class 19 contains 36196 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44075 members 
Mstep: Class 22 contains 23369 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15113 members 
Mstep: Class 25 contains 15200 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50581 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11838 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55702 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954936.000000 Penalty: 121784.320312
Iteration 218Q: 37 clusters Score -1.049549e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 11340 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15346 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 55361 members 
Mstep: Class 9 contains 345743 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9258 members 
Mstep: Class 13 contains 26871 members 
Mstep: Class 14 contains 18016 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 10981 members 
Mstep: Class 19 contains 36200 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44089 members 
Mstep: Class 22 contains 23366 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15110 members 
Mstep: Class 25 contains 15194 members 
Mstep: Class 26 contains 3463 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50565 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11845 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55704 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954936.000000 Penalty: 121784.320312
Iteration 219Q: 37 clusters Score -1.049549e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15339 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 55266 members 
Mstep: Class 9 contains 345860 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 10984 members 
Mstep: Class 19 contains 36200 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44107 members 
Mstep: Class 22 contains 23368 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15109 members 
Mstep: Class 25 contains 15188 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50546 members 
Mstep: Class 30 contains 14375 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11851 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55703 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954824.000000 Penalty: 121784.320312
Iteration 220F: 37 clusters Score -1.049548e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7850 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15333 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 55169 members 
Mstep: Class 9 contains 346002 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 18006 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 10989 members 
Mstep: Class 19 contains 36191 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44119 members 
Mstep: Class 22 contains 23363 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 15183 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50529 members 
Mstep: Class 30 contains 14369 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11856 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55705 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954808.000000 Penalty: 121784.320312
Iteration 221Q: 37 clusters Score -1.049548e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15333 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 55081 members 
Mstep: Class 9 contains 346131 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 10994 members 
Mstep: Class 19 contains 36180 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44139 members 
Mstep: Class 22 contains 23355 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 15180 members 
Mstep: Class 26 contains 3461 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50501 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11860 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55707 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104954968.000000 Penalty: 121784.320312
Iteration 222Q: 37 clusters Score -1.04955e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15330 members 
Mstep: Class 7 contains 5518 members 
Mstep: Class 8 contains 54981 members 
Mstep: Class 9 contains 346253 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 13 contains 26822 members 
Mstep: Class 14 contains 18003 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 36162 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44158 members 
Mstep: Class 22 contains 23351 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 15177 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50478 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11862 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55710 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955000.000000 Penalty: 121784.320312
Iteration 223Q: 37 clusters Score -1.04955e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15327 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 54878 members 
Mstep: Class 9 contains 346398 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9300 members 
Mstep: Class 13 contains 26812 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 11006 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 23341 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15106 members 
Mstep: Class 25 contains 15173 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50458 members 
Mstep: Class 30 contains 14361 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11863 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55714 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955000.000000 Penalty: 121784.320312
Iteration 224Q: 37 clusters Score -1.04955e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 346557 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 26806 members 
Mstep: Class 14 contains 17982 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 11010 members 
Mstep: Class 19 contains 36128 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44185 members 
Mstep: Class 22 contains 23334 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15105 members 
Mstep: Class 25 contains 15170 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 50438 members 
Mstep: Class 30 contains 14356 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11870 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55705 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 225Q: 37 clusters Score -1.049552e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15319 members 
Mstep: Class 7 contains 5528 members 
Mstep: Class 8 contains 54680 members 
Mstep: Class 9 contains 346686 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9327 members 
Mstep: Class 13 contains 26800 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44197 members 
Mstep: Class 22 contains 23333 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15106 members 
Mstep: Class 25 contains 15163 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 50423 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11871 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55696 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 226Q: 37 clusters Score -1.049552e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 54593 members 
Mstep: Class 9 contains 346842 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 19 contains 36104 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 23332 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 15151 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 50401 members 
Mstep: Class 30 contains 14345 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11869 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55694 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955360.000000 Penalty: 121784.320312
Iteration 227Q: 37 clusters Score -1.049554e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 15306 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 54499 members 
Mstep: Class 9 contains 347001 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 17941 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 36090 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44213 members 
Mstep: Class 22 contains 23332 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 15106 members 
Mstep: Class 25 contains 15140 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 50377 members 
Mstep: Class 30 contains 14341 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11866 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55699 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955416.000000 Penalty: 121784.320312
Iteration 228Q: 37 clusters Score -1.049554e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 15299 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 54413 members 
Mstep: Class 9 contains 347138 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 26777 members 
Mstep: Class 14 contains 17932 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 36081 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 22 contains 23336 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15102 members 
Mstep: Class 25 contains 15134 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 50349 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11867 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955488.000000 Penalty: 121784.320312
Iteration 229Q: 37 clusters Score -1.049555e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 11333 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15291 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 347244 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9368 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17930 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11035 members 
Mstep: Class 19 contains 36076 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44237 members 
Mstep: Class 22 contains 23341 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15103 members 
Mstep: Class 25 contains 15133 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 50322 members 
Mstep: Class 30 contains 14334 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11866 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55687 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955496.000000 Penalty: 121784.320312
Iteration 230Q: 37 clusters Score -1.049555e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 54262 members 
Mstep: Class 9 contains 347353 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9374 members 
Mstep: Class 13 contains 26768 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 19 contains 36073 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44244 members 
Mstep: Class 22 contains 23337 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15099 members 
Mstep: Class 25 contains 15127 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 50297 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11867 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955592.000000 Penalty: 121784.320312
Iteration 231Q: 37 clusters Score -1.049556e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15278 members 
Mstep: Class 7 contains 5527 members 
Mstep: Class 8 contains 54162 members 
Mstep: Class 9 contains 347493 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 26757 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 36068 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44250 members 
Mstep: Class 22 contains 23346 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 15117 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50279 members 
Mstep: Class 30 contains 14336 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11868 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955512.000000 Penalty: 121784.320312
Iteration 232Q: 37 clusters Score -1.049555e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15274 members 
Mstep: Class 7 contains 5527 members 
Mstep: Class 8 contains 54066 members 
Mstep: Class 9 contains 347630 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 26754 members 
Mstep: Class 14 contains 17899 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11047 members 
Mstep: Class 19 contains 36054 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44256 members 
Mstep: Class 22 contains 23345 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15098 members 
Mstep: Class 25 contains 15115 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50265 members 
Mstep: Class 30 contains 14331 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11870 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955456.000000 Penalty: 121784.320312
Iteration 233Q: 37 clusters Score -1.049555e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 53974 members 
Mstep: Class 9 contains 347770 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 26748 members 
Mstep: Class 14 contains 17884 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 36046 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44265 members 
Mstep: Class 22 contains 23343 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15096 members 
Mstep: Class 25 contains 15112 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50248 members 
Mstep: Class 30 contains 14323 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11872 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55679 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955352.000000 Penalty: 121784.320312
Iteration 234Q: 37 clusters Score -1.049554e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15266 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 53858 members 
Mstep: Class 9 contains 347910 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 26741 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13559 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 36043 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 23346 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15095 members 
Mstep: Class 25 contains 15109 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50230 members 
Mstep: Class 30 contains 14317 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11871 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55679 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955528.000000 Penalty: 121784.320312
Iteration 235Q: 37 clusters Score -1.049555e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15262 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 53754 members 
Mstep: Class 9 contains 348042 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 26733 members 
Mstep: Class 14 contains 17874 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 36042 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44273 members 
Mstep: Class 22 contains 23351 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15102 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50212 members 
Mstep: Class 30 contains 14313 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11873 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55683 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955848.000000 Penalty: 121784.320312
Iteration 236Q: 37 clusters Score -1.049558e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15253 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 53652 members 
Mstep: Class 9 contains 348170 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 26727 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 19 contains 36030 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44279 members 
Mstep: Class 22 contains 23355 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15093 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50197 members 
Mstep: Class 30 contains 14312 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55693 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955800.000000 Penalty: 121784.320312
Iteration 237Q: 37 clusters Score -1.049558e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 4241 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15247 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 53572 members 
Mstep: Class 9 contains 348278 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 17857 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11077 members 
Mstep: Class 19 contains 36024 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44285 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15091 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50177 members 
Mstep: Class 30 contains 14310 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955800.000000 Penalty: 121784.320312
Iteration 238Q: 37 clusters Score -1.049558e+08 nChanged 242
Entering ConstructFrom: 
Score: -104955800.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -371745.593750 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -371745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368247.593750 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -368247.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -368964.312500 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -368964.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -369169.281250 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -369169.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -369317.156250 Penalty: 4027.221436
	Iteration 3F: 3 clusters Score -369317.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -369418.062500 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -369418.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -369498.687500 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -369498.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369558.406250 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -369558.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -369610.968750 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -369611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -369653.031250 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -369653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -369692.312500 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -369692.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -369719.718750 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -369719.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369749.031250 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -369749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -369772.406250 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -369772.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -369791.125000 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -369791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -369803.593750 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -369803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -369816.500000 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -369816.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -369828.406250 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -369828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -369841.656250 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -369841.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369854.781250 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -369854.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -369867.625000 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -369867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -369879.562500 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -369879.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -369894.312500 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -369894.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -369913.468750 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -369913.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -369930.718750 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -369930.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -369946.093750 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -369946.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -369958.375000 Penalty: 4027.221436
	Iteration 25Q: 3 clusters Score -369958.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -369971.593750 Penalty: 4027.221436
	Iteration 26Q: 3 clusters Score -369971.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -369986.156250 Penalty: 4027.221436
	Iteration 27Q: 3 clusters Score -369986.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -370005.000000 Penalty: 4027.221436
	Iteration 28Q: 3 clusters Score -370005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -370020.250000 Penalty: 4027.221436
	Iteration 29Q: 3 clusters Score -370020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -370032.781250 Penalty: 4027.221436
	Iteration 30Q: 3 clusters Score -370032.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -370044.468750 Penalty: 4027.221436
	Iteration 31Q: 3 clusters Score -370044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -370052.000000 Penalty: 4027.221436
	Iteration 32Q: 3 clusters Score -370052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -370064.656250 Penalty: 4027.221436
	Iteration 33Q: 3 clusters Score -370064.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -370076.656250 Penalty: 4027.221436
	Iteration 34Q: 3 clusters Score -370076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -370091.500000 Penalty: 4027.221436
	Iteration 35Q: 3 clusters Score -370091.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -370102.625000 Penalty: 4027.221436
	Iteration 36Q: 3 clusters Score -370102.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -370114.687500 Penalty: 4027.221436
	Iteration 37Q: 3 clusters Score -370114.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -370122.531250 Penalty: 4027.221436
	Iteration 38Q: 3 clusters Score -370122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -370127.187500 Penalty: 4027.221436
	Iteration 39Q: 3 clusters Score -370127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -370131.625000 Penalty: 4027.221436
	Iteration 40F: 3 clusters Score -370131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -370134.875000 Penalty: 4027.221436
	Iteration 41Q: 3 clusters Score -370134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -370138.062500 Penalty: 4027.221436
	Iteration 42Q: 3 clusters Score -370138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -370138.531250 Penalty: 4027.221436
	Iteration 43Q: 3 clusters Score -370138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -370138.968750 Penalty: 4027.221436
	Iteration 44Q: 3 clusters Score -370139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -370140.437500 Penalty: 4027.221436
	Iteration 45Q: 3 clusters Score -370140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -370141.031250 Penalty: 4027.221436
	Iteration 46Q: 3 clusters Score -370141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -370143.531250 Penalty: 4027.221436
	Iteration 47Q: 3 clusters Score -370143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -370145.937500 Penalty: 4027.221436
	Iteration 48Q: 3 clusters Score -370145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -370149.375000 Penalty: 4027.221436
	Iteration 49Q: 3 clusters Score -370149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -370153.593750 Penalty: 4027.221436
	Iteration 50Q: 3 clusters Score -370153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -370158.093750 Penalty: 4027.221436
	Iteration 51Q: 3 clusters Score -370158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -370164.750000 Penalty: 4027.221436
	Iteration 52Q: 3 clusters Score -370164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -370169.875000 Penalty: 4027.221436
	Iteration 53Q: 3 clusters Score -370169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -370172.625000 Penalty: 4027.221436
	Iteration 54Q: 3 clusters Score -370172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -370178.500000 Penalty: 4027.221436
	Iteration 55Q: 3 clusters Score -370178.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -370182.562500 Penalty: 4027.221436
	Iteration 56Q: 3 clusters Score -370182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -370183.875000 Penalty: 4027.221436
	Iteration 57Q: 3 clusters Score -370183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -370185.062500 Penalty: 4027.221436
	Iteration 58Q: 3 clusters Score -370185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -370185.500000 Penalty: 4027.221436
	Iteration 59Q: 3 clusters Score -370185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -370185.500000 Penalty: 4027.221436
	Iteration 60F: 3 clusters Score -370185.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Entering Unmasked Estep 
Score: -954750.250000 Penalty: 2222.831787
	Iteration 0F: 2 clusters Score -954750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -948443.750000 Penalty: 4445.663574
	Iteration 0F: 3 clusters Score -948443.8 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -950401.437500 Penalty: 4445.663574
	Iteration 1F: 3 clusters Score -950401.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -951023.375000 Penalty: 4445.663574
	Iteration 2F: 3 clusters Score -951023.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -951596.250000 Penalty: 4445.663574
	Iteration 3F: 3 clusters Score -951596.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -952140.187500 Penalty: 4445.663574
	Iteration 4F: 3 clusters Score -952140.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -952542.250000 Penalty: 4445.663574
	Iteration 5F: 3 clusters Score -952542.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -952750.687500 Penalty: 4445.663574
	Iteration 6Q: 3 clusters Score -952750.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -952900.937500 Penalty: 4445.663574
	Iteration 7Q: 3 clusters Score -952900.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -952986.250000 Penalty: 4445.663574
	Iteration 8Q: 3 clusters Score -952986.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -953040.250000 Penalty: 4445.663574
	Iteration 9Q: 3 clusters Score -953040.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -953071.250000 Penalty: 4445.663574
	Iteration 10Q: 3 clusters Score -953071.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -953095.375000 Penalty: 4445.663574
	Iteration 11Q: 3 clusters Score -953095.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -953117.312500 Penalty: 4445.663574
	Iteration 12Q: 3 clusters Score -953117.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -953134.437500 Penalty: 4445.663574
	Iteration 13Q: 3 clusters Score -953134.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -953146.625000 Penalty: 4445.663574
	Iteration 14Q: 3 clusters Score -953146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -953155.312500 Penalty: 4445.663574
	Iteration 15Q: 3 clusters Score -953155.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -953163.312500 Penalty: 4445.663574
	Iteration 16Q: 3 clusters Score -953163.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -953166.125000 Penalty: 4445.663574
	Iteration 17Q: 3 clusters Score -953166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -953170.250000 Penalty: 4445.663574
	Iteration 18Q: 3 clusters Score -953170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -953176.250000 Penalty: 4445.663574
	Iteration 19Q: 3 clusters Score -953176.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -953180.437500 Penalty: 4445.663574
	Iteration 20F: 3 clusters Score -953180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -953182.125000 Penalty: 4445.663574
	Iteration 21Q: 3 clusters Score -953182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -953187.875000 Penalty: 4445.663574
	Iteration 22Q: 3 clusters Score -953187.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -953192.625000 Penalty: 4445.663574
	Iteration 23Q: 3 clusters Score -953192.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -953196.250000 Penalty: 4445.663574
	Iteration 24Q: 3 clusters Score -953196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -953197.062500 Penalty: 4445.663574
	Iteration 25Q: 3 clusters Score -953197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -953200.125000 Penalty: 4445.663574
	Iteration 26Q: 3 clusters Score -953200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -953202.812500 Penalty: 4445.663574
	Iteration 27Q: 3 clusters Score -953202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -953203.250000 Penalty: 4445.663574
	Iteration 28Q: 3 clusters Score -953203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -953203.250000 Penalty: 4445.663574
	Iteration 29Q: 3 clusters Score -953203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -953203.875000 Penalty: 4445.663574
	Iteration 30Q: 3 clusters Score -953203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -953205.562500 Penalty: 4445.663574
	Iteration 31Q: 3 clusters Score -953205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -953207.562500 Penalty: 4445.663574
	Iteration 32Q: 3 clusters Score -953207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -953206.937500 Penalty: 4445.663574
	Iteration 33Q: 3 clusters Score -953206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -953206.312500 Penalty: 4445.663574
	Iteration 34Q: 3 clusters Score -953206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -953206.875000 Penalty: 4445.663574
	Iteration 35Q: 3 clusters Score -953206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -953206.187500 Penalty: 4445.663574
	Iteration 36Q: 3 clusters Score -953206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -953206.187500 Penalty: 4445.663574
	Iteration 37F: 3 clusters Score -953206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Entering Unmasked Estep 
Score: -1438107.250000 Penalty: 2315.285156
	Iteration 0F: 2 clusters Score -1438107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1429587.625000 Penalty: 4630.570312
	Iteration 0F: 3 clusters Score -1429588 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1432095.750000 Penalty: 4630.570312
	Iteration 1F: 3 clusters Score -1432096 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1432481.125000 Penalty: 4630.570312
	Iteration 2F: 3 clusters Score -1432481 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1432779.125000 Penalty: 4630.570312
	Iteration 3F: 3 clusters Score -1432779 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1433057.375000 Penalty: 4630.570312
	Iteration 4Q: 3 clusters Score -1433057 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1433333.000000 Penalty: 4630.570312
	Iteration 5Q: 3 clusters Score -1433333 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1433643.000000 Penalty: 4630.570312
	Iteration 6Q: 3 clusters Score -1433643 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1433986.125000 Penalty: 4630.570312
	Iteration 7Q: 3 clusters Score -1433986 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1434409.875000 Penalty: 4630.570312
	Iteration 8Q: 3 clusters Score -1434410 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1434916.375000 Penalty: 4630.570312
	Iteration 9Q: 3 clusters Score -1434916 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1435391.625000 Penalty: 4630.570312
	Iteration 10Q: 3 clusters Score -1435392 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1435762.500000 Penalty: 4630.570312
	Iteration 11Q: 3 clusters Score -1435762 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1435999.125000 Penalty: 4630.570312
	Iteration 12Q: 3 clusters Score -1435999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1436153.875000 Penalty: 4630.570312
	Iteration 13Q: 3 clusters Score -1436154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1436258.000000 Penalty: 4630.570312
	Iteration 14Q: 3 clusters Score -1436258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1436336.375000 Penalty: 4630.570312
	Iteration 15Q: 3 clusters Score -1436336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1436401.625000 Penalty: 4630.570312
	Iteration 16Q: 3 clusters Score -1436402 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1436454.250000 Penalty: 4630.570312
	Iteration 17Q: 3 clusters Score -1436454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1436506.500000 Penalty: 4630.570312
	Iteration 18Q: 3 clusters Score -1436506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1436538.125000 Penalty: 4630.570312
	Iteration 19Q: 3 clusters Score -1436538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1436570.125000 Penalty: 4630.570312
	Iteration 20F: 3 clusters Score -1436570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1436588.500000 Penalty: 4630.570312
	Iteration 21Q: 3 clusters Score -1436588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1436599.000000 Penalty: 4630.570312
	Iteration 22Q: 3 clusters Score -1436599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1436610.625000 Penalty: 4630.570312
	Iteration 23Q: 3 clusters Score -1436611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1436617.250000 Penalty: 4630.570312
	Iteration 24Q: 3 clusters Score -1436617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1436627.250000 Penalty: 4630.570312
	Iteration 25Q: 3 clusters Score -1436627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1436630.250000 Penalty: 4630.570312
	Iteration 26Q: 3 clusters Score -1436630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1436638.750000 Penalty: 4630.570312
	Iteration 27Q: 3 clusters Score -1436639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1436644.875000 Penalty: 4630.570312
	Iteration 28Q: 3 clusters Score -1436645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1436644.000000 Penalty: 4630.570312
	Iteration 29Q: 3 clusters Score -1436644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1436649.375000 Penalty: 4630.570312
	Iteration 30Q: 3 clusters Score -1436649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1436650.500000 Penalty: 4630.570312
	Iteration 31Q: 3 clusters Score -1436650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1436650.750000 Penalty: 4630.570312
	Iteration 32Q: 3 clusters Score -1436651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1436651.875000 Penalty: 4630.570312
	Iteration 33Q: 3 clusters Score -1436652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1436655.875000 Penalty: 4630.570312
	Iteration 34Q: 3 clusters Score -1436656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1436654.625000 Penalty: 4630.570312
	Iteration 35Q: 3 clusters Score -1436655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1436653.000000 Penalty: 4630.570312
	Iteration 36Q: 3 clusters Score -1436653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1436651.500000 Penalty: 4630.570312
	Iteration 37Q: 3 clusters Score -1436652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1436652.875000 Penalty: 4630.570312
	Iteration 38Q: 3 clusters Score -1436653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1436657.250000 Penalty: 4630.570312
	Iteration 39Q: 3 clusters Score -1436657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1436658.250000 Penalty: 4630.570312
	Iteration 40F: 3 clusters Score -1436658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1436660.250000 Penalty: 4630.570312
	Iteration 41Q: 3 clusters Score -1436660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1436664.375000 Penalty: 4630.570312
	Iteration 42Q: 3 clusters Score -1436664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1436660.875000 Penalty: 4630.570312
	Iteration 43Q: 3 clusters Score -1436661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1436663.500000 Penalty: 4630.570312
	Iteration 44Q: 3 clusters Score -1436664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1436665.000000 Penalty: 4630.570312
	Iteration 45Q: 3 clusters Score -1436665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1436664.875000 Penalty: 4630.570312
	Iteration 46Q: 3 clusters Score -1436665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1436665.375000 Penalty: 4630.570312
	Iteration 47Q: 3 clusters Score -1436665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1436667.250000 Penalty: 4630.570312
	Iteration 48Q: 3 clusters Score -1436667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1436666.125000 Penalty: 4630.570312
	Iteration 49Q: 3 clusters Score -1436666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1436665.875000 Penalty: 4630.570312
	Iteration 50Q: 3 clusters Score -1436666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1436665.875000 Penalty: 4630.570312
	Iteration 51F: 3 clusters Score -1436666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -528855.187500 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -528855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -524831.375000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -524831.4 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -525703.687500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -525703.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -525872.062500 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -525872.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -526025.375000 Penalty: 4143.217773
	Iteration 3Q: 3 clusters Score -526025.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -526214.437500 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -526214.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -526400.875000 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -526400.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -526569.125000 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -526569.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -526745.312500 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -526745.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -526921.625000 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -526921.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -527091.812500 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -527091.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -527230.187500 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -527230.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -527364.000000 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -527364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -527468.125000 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -527468.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -527535.062500 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -527535.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -527580.750000 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -527580.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -527611.687500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -527611.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -527634.875000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -527634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -527646.750000 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -527646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -527654.437500 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -527654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -527662.500000 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -527662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -527669.937500 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -527669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -527675.187500 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -527675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -527679.000000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -527679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -527683.312500 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -527683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -527686.687500 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -527686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -527688.562500 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -527688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -527690.625000 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -527690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -527692.500000 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -527692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -527693.750000 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -527693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -527694.375000 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -527694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -527696.937500 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -527696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -527701.000000 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -527701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -527702.875000 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -527702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -527708.937500 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -527708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -527712.000000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -527712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -527714.437500 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -527714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -527715.750000 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -527715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -527715.750000 Penalty: 4143.217773
	Iteration 37F: 3 clusters Score -527715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -474180.906250 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -474180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -470376.500000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -470376.5 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471169.937500 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -471169.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -471323.000000 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -471323 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -471397.718750 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -471397.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -471458.875000 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -471458.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -471500.281250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -471500.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -471547.656250 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -471547.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471591.812500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -471591.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -471628.750000 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -471628.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -471654.843750 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -471654.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -471667.500000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -471667.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -471680.187500 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -471680.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -471696.500000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -471696.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -471708.500000 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -471708.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -471722.531250 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -471722.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471734.375000 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -471734.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -471744.312500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -471744.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471750.968750 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -471751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -471758.500000 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -471758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -471765.187500 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -471765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -471770.593750 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -471770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -471776.562500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -471776.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -471781.218750 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -471781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -471788.812500 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -471788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -471794.093750 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -471794.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -471796.750000 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -471796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471799.906250 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -471799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -471801.000000 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -471801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -471803.812500 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -471803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471805.000000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -471805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -471806.593750 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -471806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -471809.187500 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -471809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471810.968750 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -471811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471811.281250 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -471811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -471811.750000 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -471811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -471812.625000 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -471812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -471812.843750 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -471812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -471813.531250 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -471813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -471814.250000 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -471814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -471815.906250 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -471815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -471816.781250 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -471816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -471816.875000 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -471816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -471818.437500 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -471818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -471821.000000 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -471821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -471824.281250 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -471824.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -471828.937500 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -471828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -471833.468750 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -471833.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -471835.750000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -471835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -471837.812500 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -471837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -471838.687500 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -471838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -471839.812500 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -471839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -471840.531250 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -471840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -471843.468750 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -471843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -471844.437500 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -471844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -471848.093750 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -471848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -471852.687500 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -471852.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471858.000000 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -471858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -471866.531250 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -471866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -471875.343750 Penalty: 4091.140625
	Iteration 58Q: 3 clusters Score -471875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -471883.968750 Penalty: 4091.140625
	Iteration 59Q: 3 clusters Score -471884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -471892.406250 Penalty: 4091.140625
	Iteration 60F: 3 clusters Score -471892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -471898.406250 Penalty: 4091.140625
	Iteration 61Q: 3 clusters Score -471898.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -471903.875000 Penalty: 4091.140625
	Iteration 62Q: 3 clusters Score -471903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -471905.937500 Penalty: 4091.140625
	Iteration 63Q: 3 clusters Score -471905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -471906.718750 Penalty: 4091.140625
	Iteration 64Q: 3 clusters Score -471906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -471909.375000 Penalty: 4091.140625
	Iteration 65Q: 3 clusters Score -471909.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -471913.718750 Penalty: 4091.140625
	Iteration 66Q: 3 clusters Score -471913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -471918.656250 Penalty: 4091.140625
	Iteration 67Q: 3 clusters Score -471918.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471924.843750 Penalty: 4091.140625
	Iteration 68Q: 3 clusters Score -471924.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -471934.031250 Penalty: 4091.140625
	Iteration 69Q: 3 clusters Score -471934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -471943.187500 Penalty: 4091.140625
	Iteration 70Q: 3 clusters Score -471943.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -471951.843750 Penalty: 4091.140625
	Iteration 71Q: 3 clusters Score -471951.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -471959.562500 Penalty: 4091.140625
	Iteration 72Q: 3 clusters Score -471959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -471964.031250 Penalty: 4091.140625
	Iteration 73Q: 3 clusters Score -471964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -471970.218750 Penalty: 4091.140625
	Iteration 74Q: 3 clusters Score -471970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -471977.187500 Penalty: 4091.140625
	Iteration 75Q: 3 clusters Score -471977.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -471983.781250 Penalty: 4091.140625
	Iteration 76Q: 3 clusters Score -471983.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -471994.093750 Penalty: 4091.140625
	Iteration 77Q: 3 clusters Score -471994.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -472008.187500 Penalty: 4091.140625
	Iteration 78Q: 3 clusters Score -472008.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -472025.656250 Penalty: 4091.140625
	Iteration 79Q: 3 clusters Score -472025.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -472045.062500 Penalty: 4091.140625
	Iteration 80F: 3 clusters Score -472045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -472063.937500 Penalty: 4091.140625
	Iteration 81Q: 3 clusters Score -472063.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -472085.406250 Penalty: 4091.140625
	Iteration 82Q: 3 clusters Score -472085.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -472105.000000 Penalty: 4091.140625
	Iteration 83Q: 3 clusters Score -472105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -472131.062500 Penalty: 4091.140625
	Iteration 84Q: 3 clusters Score -472131.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -472166.500000 Penalty: 4091.140625
	Iteration 85Q: 3 clusters Score -472166.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -472197.562500 Penalty: 4091.140625
	Iteration 86Q: 3 clusters Score -472197.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -472226.093750 Penalty: 4091.140625
	Iteration 87Q: 3 clusters Score -472226.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -472255.250000 Penalty: 4091.140625
	Iteration 88Q: 3 clusters Score -472255.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -472277.000000 Penalty: 4091.140625
	Iteration 89Q: 3 clusters Score -472277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -472290.125000 Penalty: 4091.140625
	Iteration 90Q: 3 clusters Score -472290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -472300.375000 Penalty: 4091.140625
	Iteration 91Q: 3 clusters Score -472300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -472306.375000 Penalty: 4091.140625
	Iteration 92Q: 3 clusters Score -472306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -472311.687500 Penalty: 4091.140625
	Iteration 93Q: 3 clusters Score -472311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -472318.875000 Penalty: 4091.140625
	Iteration 94Q: 3 clusters Score -472318.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -472327.125000 Penalty: 4091.140625
	Iteration 95Q: 3 clusters Score -472327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -472335.593750 Penalty: 4091.140625
	Iteration 96Q: 3 clusters Score -472335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -472342.906250 Penalty: 4091.140625
	Iteration 97Q: 3 clusters Score -472342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -472345.125000 Penalty: 4091.140625
	Iteration 98Q: 3 clusters Score -472345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -472347.656250 Penalty: 4091.140625
	Iteration 99Q: 3 clusters Score -472347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -472351.000000 Penalty: 4091.140625
	Iteration 100F: 3 clusters Score -472351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -472351.437500 Penalty: 4091.140625
	Iteration 101Q: 3 clusters Score -472351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -472351.437500 Penalty: 4091.140625
	Iteration 102F: 3 clusters Score -472351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1696541.000000 Penalty: 2388.639893
	Iteration 0F: 2 clusters Score -1696541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1685685.750000 Penalty: 4777.279785
	Iteration 0F: 3 clusters Score -1685686 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1689719.250000 Penalty: 4777.279785
	Iteration 1F: 3 clusters Score -1689719 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1690652.000000 Penalty: 4777.279785
	Iteration 2F: 3 clusters Score -1690652 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1691429.250000 Penalty: 4777.279785
	Iteration 3F: 3 clusters Score -1691429 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1692048.500000 Penalty: 4777.279785
	Iteration 4F: 3 clusters Score -1692048 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1692611.875000 Penalty: 4777.279785
	Iteration 5F: 3 clusters Score -1692612 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1693062.375000 Penalty: 4777.279785
	Iteration 6Q: 3 clusters Score -1693062 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1693394.250000 Penalty: 4777.279785
	Iteration 7Q: 3 clusters Score -1693394 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1693649.875000 Penalty: 4777.279785
	Iteration 8Q: 3 clusters Score -1693650 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1693836.625000 Penalty: 4777.279785
	Iteration 9Q: 3 clusters Score -1693837 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1694014.875000 Penalty: 4777.279785
	Iteration 10Q: 3 clusters Score -1694015 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1694163.250000 Penalty: 4777.279785
	Iteration 11Q: 3 clusters Score -1694163 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1694265.250000 Penalty: 4777.279785
	Iteration 12Q: 3 clusters Score -1694265 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1694366.500000 Penalty: 4777.279785
	Iteration 13Q: 3 clusters Score -1694366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1694441.500000 Penalty: 4777.279785
	Iteration 14Q: 3 clusters Score -1694442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1694496.000000 Penalty: 4777.279785
	Iteration 15Q: 3 clusters Score -1694496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1694553.375000 Penalty: 4777.279785
	Iteration 16Q: 3 clusters Score -1694553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1694592.625000 Penalty: 4777.279785
	Iteration 17Q: 3 clusters Score -1694593 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1694634.250000 Penalty: 4777.279785
	Iteration 18Q: 3 clusters Score -1694634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1694676.250000 Penalty: 4777.279785
	Iteration 19Q: 3 clusters Score -1694676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1694717.375000 Penalty: 4777.279785
	Iteration 20F: 3 clusters Score -1694717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1694746.250000 Penalty: 4777.279785
	Iteration 21Q: 3 clusters Score -1694746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1694780.875000 Penalty: 4777.279785
	Iteration 22Q: 3 clusters Score -1694781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1694807.500000 Penalty: 4777.279785
	Iteration 23Q: 3 clusters Score -1694808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1694851.125000 Penalty: 4777.279785
	Iteration 24Q: 3 clusters Score -1694851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1694884.000000 Penalty: 4777.279785
	Iteration 25Q: 3 clusters Score -1694884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1694906.125000 Penalty: 4777.279785
	Iteration 26Q: 3 clusters Score -1694906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1694930.000000 Penalty: 4777.279785
	Iteration 27Q: 3 clusters Score -1694930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1694968.625000 Penalty: 4777.279785
	Iteration 28Q: 3 clusters Score -1694969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1694997.500000 Penalty: 4777.279785
	Iteration 29Q: 3 clusters Score -1694998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1695028.125000 Penalty: 4777.279785
	Iteration 30Q: 3 clusters Score -1695028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1695052.250000 Penalty: 4777.279785
	Iteration 31Q: 3 clusters Score -1695052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1695069.875000 Penalty: 4777.279785
	Iteration 32Q: 3 clusters Score -1695070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1695093.125000 Penalty: 4777.279785
	Iteration 33Q: 3 clusters Score -1695093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1695120.250000 Penalty: 4777.279785
	Iteration 34Q: 3 clusters Score -1695120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1695140.125000 Penalty: 4777.279785
	Iteration 35Q: 3 clusters Score -1695140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1695151.000000 Penalty: 4777.279785
	Iteration 36Q: 3 clusters Score -1695151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1695168.375000 Penalty: 4777.279785
	Iteration 37Q: 3 clusters Score -1695168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1695180.750000 Penalty: 4777.279785
	Iteration 38Q: 3 clusters Score -1695181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1695190.000000 Penalty: 4777.279785
	Iteration 39Q: 3 clusters Score -1695190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1695192.250000 Penalty: 4777.279785
	Iteration 40F: 3 clusters Score -1695192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1695194.875000 Penalty: 4777.279785
	Iteration 41Q: 3 clusters Score -1695195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1695200.750000 Penalty: 4777.279785
	Iteration 42Q: 3 clusters Score -1695201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1695207.375000 Penalty: 4777.279785
	Iteration 43Q: 3 clusters Score -1695207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1695217.375000 Penalty: 4777.279785
	Iteration 44Q: 3 clusters Score -1695217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1695231.875000 Penalty: 4777.279785
	Iteration 45Q: 3 clusters Score -1695232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1695238.250000 Penalty: 4777.279785
	Iteration 46Q: 3 clusters Score -1695238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1695249.625000 Penalty: 4777.279785
	Iteration 47Q: 3 clusters Score -1695250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1695257.875000 Penalty: 4777.279785
	Iteration 48Q: 3 clusters Score -1695258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1695270.250000 Penalty: 4777.279785
	Iteration 49Q: 3 clusters Score -1695270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1695274.375000 Penalty: 4777.279785
	Iteration 50Q: 3 clusters Score -1695274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1695278.500000 Penalty: 4777.279785
	Iteration 51Q: 3 clusters Score -1695278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1695279.875000 Penalty: 4777.279785
	Iteration 52Q: 3 clusters Score -1695280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1695278.750000 Penalty: 4777.279785
	Iteration 53Q: 3 clusters Score -1695279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1695281.375000 Penalty: 4777.279785
	Iteration 54Q: 3 clusters Score -1695281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1695283.250000 Penalty: 4777.279785
	Iteration 55Q: 3 clusters Score -1695283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1695283.750000 Penalty: 4777.279785
	Iteration 56Q: 3 clusters Score -1695284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1695284.750000 Penalty: 4777.279785
	Iteration 57Q: 3 clusters Score -1695285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1695286.500000 Penalty: 4777.279785
	Iteration 58Q: 3 clusters Score -1695286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1695287.750000 Penalty: 4777.279785
	Iteration 59Q: 3 clusters Score -1695288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1695288.000000 Penalty: 4777.279785
	Iteration 60F: 3 clusters Score -1695288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1695292.625000 Penalty: 4777.279785
	Iteration 61Q: 3 clusters Score -1695293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1695292.625000 Penalty: 4777.279785
	Iteration 62Q: 3 clusters Score -1695293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1695294.500000 Penalty: 4777.279785
	Iteration 63Q: 3 clusters Score -1695294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1695293.875000 Penalty: 4777.279785
	Iteration 64Q: 3 clusters Score -1695294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1695300.250000 Penalty: 4777.279785
	Iteration 65Q: 3 clusters Score -1695300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1695307.000000 Penalty: 4777.279785
	Iteration 66Q: 3 clusters Score -1695307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1695309.250000 Penalty: 4777.279785
	Iteration 67Q: 3 clusters Score -1695309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1695315.125000 Penalty: 4777.279785
	Iteration 68Q: 3 clusters Score -1695315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1695316.500000 Penalty: 4777.279785
	Iteration 69Q: 3 clusters Score -1695316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1695319.000000 Penalty: 4777.279785
	Iteration 70Q: 3 clusters Score -1695319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1695322.125000 Penalty: 4777.279785
	Iteration 71Q: 3 clusters Score -1695322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1695325.625000 Penalty: 4777.279785
	Iteration 72Q: 3 clusters Score -1695326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1695324.125000 Penalty: 4777.279785
	Iteration 73Q: 3 clusters Score -1695324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1695325.875000 Penalty: 4777.279785
	Iteration 74Q: 3 clusters Score -1695326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1695327.375000 Penalty: 4777.279785
	Iteration 75Q: 3 clusters Score -1695327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1695327.375000 Penalty: 4777.279785
	Iteration 76F: 3 clusters Score -1695327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -694205.187500 Penalty: 2137.249756
	Iteration 0F: 2 clusters Score -694205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -689273.812500 Penalty: 4274.499512
	Iteration 0F: 3 clusters Score -689273.8 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -690543.187500 Penalty: 4274.499512
	Iteration 1F: 3 clusters Score -690543.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -690808.062500 Penalty: 4274.499512
	Iteration 2F: 3 clusters Score -690808.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -691003.875000 Penalty: 4274.499512
	Iteration 3F: 3 clusters Score -691003.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -691169.937500 Penalty: 4274.499512
	Iteration 4F: 3 clusters Score -691169.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -691317.062500 Penalty: 4274.499512
	Iteration 5Q: 3 clusters Score -691317.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -691456.562500 Penalty: 4274.499512
	Iteration 6Q: 3 clusters Score -691456.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -691564.375000 Penalty: 4274.499512
	Iteration 7Q: 3 clusters Score -691564.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -691667.125000 Penalty: 4274.499512
	Iteration 8Q: 3 clusters Score -691667.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -691794.375000 Penalty: 4274.499512
	Iteration 9Q: 3 clusters Score -691794.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -691904.625000 Penalty: 4274.499512
	Iteration 10Q: 3 clusters Score -691904.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -691998.125000 Penalty: 4274.499512
	Iteration 11Q: 3 clusters Score -691998.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -692089.750000 Penalty: 4274.499512
	Iteration 12Q: 3 clusters Score -692089.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -692157.187500 Penalty: 4274.499512
	Iteration 13Q: 3 clusters Score -692157.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -692215.812500 Penalty: 4274.499512
	Iteration 14Q: 3 clusters Score -692215.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -692264.625000 Penalty: 4274.499512
	Iteration 15Q: 3 clusters Score -692264.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -692305.187500 Penalty: 4274.499512
	Iteration 16Q: 3 clusters Score -692305.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -692333.750000 Penalty: 4274.499512
	Iteration 17Q: 3 clusters Score -692333.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -692361.000000 Penalty: 4274.499512
	Iteration 18Q: 3 clusters Score -692361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -692384.937500 Penalty: 4274.499512
	Iteration 19Q: 3 clusters Score -692384.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -692406.187500 Penalty: 4274.499512
	Iteration 20F: 3 clusters Score -692406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -692418.437500 Penalty: 4274.499512
	Iteration 21Q: 3 clusters Score -692418.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -692426.250000 Penalty: 4274.499512
	Iteration 22Q: 3 clusters Score -692426.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -692437.937500 Penalty: 4274.499512
	Iteration 23Q: 3 clusters Score -692437.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -692448.187500 Penalty: 4274.499512
	Iteration 24Q: 3 clusters Score -692448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -692456.312500 Penalty: 4274.499512
	Iteration 25Q: 3 clusters Score -692456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -692464.000000 Penalty: 4274.499512
	Iteration 26Q: 3 clusters Score -692464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -692473.625000 Penalty: 4274.499512
	Iteration 27Q: 3 clusters Score -692473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -692478.375000 Penalty: 4274.499512
	Iteration 28Q: 3 clusters Score -692478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -692485.562500 Penalty: 4274.499512
	Iteration 29Q: 3 clusters Score -692485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -692494.875000 Penalty: 4274.499512
	Iteration 30Q: 3 clusters Score -692494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -692500.250000 Penalty: 4274.499512
	Iteration 31Q: 3 clusters Score -692500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -692507.687500 Penalty: 4274.499512
	Iteration 32Q: 3 clusters Score -692507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -692512.062500 Penalty: 4274.499512
	Iteration 33Q: 3 clusters Score -692512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -692513.687500 Penalty: 4274.499512
	Iteration 34Q: 3 clusters Score -692513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -692517.375000 Penalty: 4274.499512
	Iteration 35Q: 3 clusters Score -692517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -692517.875000 Penalty: 4274.499512
	Iteration 36Q: 3 clusters Score -692517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -692519.437500 Penalty: 4274.499512
	Iteration 37Q: 3 clusters Score -692519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -692521.312500 Penalty: 4274.499512
	Iteration 38Q: 3 clusters Score -692521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -692523.625000 Penalty: 4274.499512
	Iteration 39Q: 3 clusters Score -692523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -692524.937500 Penalty: 4274.499512
	Iteration 40F: 3 clusters Score -692524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -692527.750000 Penalty: 4274.499512
	Iteration 41Q: 3 clusters Score -692527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -692529.625000 Penalty: 4274.499512
	Iteration 42Q: 3 clusters Score -692529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -692533.875000 Penalty: 4274.499512
	Iteration 43Q: 3 clusters Score -692533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -692536.250000 Penalty: 4274.499512
	Iteration 44Q: 3 clusters Score -692536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -692537.250000 Penalty: 4274.499512
	Iteration 45Q: 3 clusters Score -692537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -692540.000000 Penalty: 4274.499512
	Iteration 46Q: 3 clusters Score -692540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -692540.125000 Penalty: 4274.499512
	Iteration 47Q: 3 clusters Score -692540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -692540.125000 Penalty: 4274.499512
	Iteration 48F: 3 clusters Score -692540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Entering Unmasked Estep 
Score: -7016080.500000 Penalty: 2700.116699
	Iteration 0F: 2 clusters Score -7016080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6980274.000000 Penalty: 5400.233398
	Iteration 0F: 3 clusters Score -6980274 nChanged 24767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -6993972.000000 Penalty: 5400.233398
	Iteration 1F: 3 clusters Score -6993972 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6994585.000000 Penalty: 5400.233398
	Iteration 2Q: 3 clusters Score -6994585 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6995312.500000 Penalty: 5400.233398
	Iteration 3Q: 3 clusters Score -6995312 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -6996214.000000 Penalty: 5400.233398
	Iteration 4Q: 3 clusters Score -6996214 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6997461.000000 Penalty: 5400.233398
	Iteration 5Q: 3 clusters Score -6997461 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6999211.000000 Penalty: 5400.233398
	Iteration 6F: 3 clusters Score -6999211 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -7001616.500000 Penalty: 5400.233398
	Iteration 7F: 3 clusters Score -7001616 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -7004325.000000 Penalty: 5400.233398
	Iteration 8F: 3 clusters Score -7004325 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -7006779.500000 Penalty: 5400.233398
	Iteration 9F: 3 clusters Score -7006780 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -7008411.500000 Penalty: 5400.233398
	Iteration 10Q: 3 clusters Score -7008412 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7009361.000000 Penalty: 5400.233398
	Iteration 11Q: 3 clusters Score -7009361 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7010023.000000 Penalty: 5400.233398
	Iteration 12Q: 3 clusters Score -7010023 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7010434.000000 Penalty: 5400.233398
	Iteration 13Q: 3 clusters Score -7010434 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -7010908.500000 Penalty: 5400.233398
	Iteration 14Q: 3 clusters Score -7010908 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -7011333.500000 Penalty: 5400.233398
	Iteration 15Q: 3 clusters Score -7011334 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -7011757.000000 Penalty: 5400.233398
	Iteration 16Q: 3 clusters Score -7011757 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -7012119.500000 Penalty: 5400.233398
	Iteration 17Q: 3 clusters Score -7012120 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7012458.500000 Penalty: 5400.233398
	Iteration 18Q: 3 clusters Score -7012458 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7012759.500000 Penalty: 5400.233398
	Iteration 19Q: 3 clusters Score -7012760 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7013084.000000 Penalty: 5400.233398
	Iteration 20F: 3 clusters Score -7013084 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7013315.000000 Penalty: 5400.233398
	Iteration 21Q: 3 clusters Score -7013315 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7013489.000000 Penalty: 5400.233398
	Iteration 22Q: 3 clusters Score -7013489 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7013653.500000 Penalty: 5400.233398
	Iteration 23Q: 3 clusters Score -7013654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7013753.000000 Penalty: 5400.233398
	Iteration 24Q: 3 clusters Score -7013753 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7013809.000000 Penalty: 5400.233398
	Iteration 25Q: 3 clusters Score -7013809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7013866.500000 Penalty: 5400.233398
	Iteration 26Q: 3 clusters Score -7013866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7013908.500000 Penalty: 5400.233398
	Iteration 27Q: 3 clusters Score -7013908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7013965.000000 Penalty: 5400.233398
	Iteration 28Q: 3 clusters Score -7013965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7014018.500000 Penalty: 5400.233398
	Iteration 29Q: 3 clusters Score -7014018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7014039.000000 Penalty: 5400.233398
	Iteration 30Q: 3 clusters Score -7014039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7014079.000000 Penalty: 5400.233398
	Iteration 31Q: 3 clusters Score -7014079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7014095.000000 Penalty: 5400.233398
	Iteration 32Q: 3 clusters Score -7014095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7014124.500000 Penalty: 5400.233398
	Iteration 33Q: 3 clusters Score -7014124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7014164.000000 Penalty: 5400.233398
	Iteration 34Q: 3 clusters Score -7014164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7014185.500000 Penalty: 5400.233398
	Iteration 35Q: 3 clusters Score -7014186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7014195.500000 Penalty: 5400.233398
	Iteration 36Q: 3 clusters Score -7014196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7014197.000000 Penalty: 5400.233398
	Iteration 37Q: 3 clusters Score -7014197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7014209.500000 Penalty: 5400.233398
	Iteration 38Q: 3 clusters Score -7014210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7014209.500000 Penalty: 5400.233398
	Iteration 39Q: 3 clusters Score -7014210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7014211.000000 Penalty: 5400.233398
	Iteration 40F: 3 clusters Score -7014211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7014224.000000 Penalty: 5400.233398
	Iteration 41Q: 3 clusters Score -7014224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7014222.500000 Penalty: 5400.233398
	Iteration 42Q: 3 clusters Score -7014222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7014226.000000 Penalty: 5400.233398
	Iteration 43Q: 3 clusters Score -7014226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7014224.500000 Penalty: 5400.233398
	Iteration 44Q: 3 clusters Score -7014224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7014234.000000 Penalty: 5400.233398
	Iteration 45Q: 3 clusters Score -7014234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7014229.000000 Penalty: 5400.233398
	Iteration 46Q: 3 clusters Score -7014229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7014228.500000 Penalty: 5400.233398
	Iteration 47Q: 3 clusters Score -7014228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7014238.000000 Penalty: 5400.233398
	Iteration 48Q: 3 clusters Score -7014238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7014238.500000 Penalty: 5400.233398
	Iteration 49Q: 3 clusters Score -7014238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7014242.500000 Penalty: 5400.233398
	Iteration 50Q: 3 clusters Score -7014242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7014243.000000 Penalty: 5400.233398
	Iteration 51Q: 3 clusters Score -7014243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7014242.000000 Penalty: 5400.233398
	Iteration 52Q: 3 clusters Score -7014242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7014241.000000 Penalty: 5400.233398
	Iteration 53Q: 3 clusters Score -7014241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7014252.500000 Penalty: 5400.233398
	Iteration 54Q: 3 clusters Score -7014252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7014250.500000 Penalty: 5400.233398
	Iteration 55Q: 3 clusters Score -7014250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7014248.000000 Penalty: 5400.233398
	Iteration 56Q: 3 clusters Score -7014248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7014256.000000 Penalty: 5400.233398
	Iteration 57Q: 3 clusters Score -7014256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7014257.000000 Penalty: 5400.233398
	Iteration 58Q: 3 clusters Score -7014257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7014255.000000 Penalty: 5400.233398
	Iteration 59Q: 3 clusters Score -7014255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7014255.000000 Penalty: 5400.233398
	Iteration 60F: 3 clusters Score -7014255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (348365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348365 members 
Entering Unmasked Estep 
Score: -45141840.000000 Penalty: 3164.729492
	Iteration 0F: 2 clusters Score -4.514184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173823 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -44933316.000000 Penalty: 6329.458984
	Iteration 0F: 3 clusters Score -4.493332e+07 nChanged 169423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -45034048.000000 Penalty: 6329.458984
	Iteration 1F: 3 clusters Score -4.503405e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -45035688.000000 Penalty: 6329.458984
	Iteration 2Q: 3 clusters Score -4.503569e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 193763 members 
Entering Unmasked Estep 
Score: -45038360.000000 Penalty: 6329.458984
	Iteration 3Q: 3 clusters Score -4.503836e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 203774 members 
Entering Unmasked Estep 
Score: -45042420.000000 Penalty: 6329.458984
	Iteration 4Q: 3 clusters Score -4.504242e+07 nChanged 17102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 217612 members 
Entering Unmasked Estep 
Score: -45049520.000000 Penalty: 6329.458984
	Iteration 5Q: 3 clusters Score -4.504952e+07 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114581 members 
Mstep: Class 2 contains 233784 members 
Entering Unmasked Estep 
Score: -45058780.000000 Penalty: 6329.458984
	Iteration 6F: 3 clusters Score -4.505878e+07 nChanged 21679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 249089 members 
Entering Unmasked Estep 
Score: -45071048.000000 Penalty: 6329.458984
	Iteration 7F: 3 clusters Score -4.507105e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 259928 members 
Entering Unmasked Estep 
Score: -45084532.000000 Penalty: 6329.458984
	Iteration 8F: 3 clusters Score -4.508453e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 264200 members 
Entering Unmasked Estep 
Score: -45094808.000000 Penalty: 6329.458984
	Iteration 9F: 3 clusters Score -4.509481e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 264086 members 
Entering Unmasked Estep 
Score: -45099624.000000 Penalty: 6329.458984
	Iteration 10Q: 3 clusters Score -4.509962e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 262492 members 
Entering Unmasked Estep 
Score: -45100216.000000 Penalty: 6329.458984
	Iteration 11Q: 3 clusters Score -4.510022e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 260574 members 
Entering Unmasked Estep 
Score: -45100128.000000 Penalty: 6329.458984
	Iteration 12Q: 3 clusters Score -4.510013e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 258524 members 
Entering Unmasked Estep 
Score: -45099700.000000 Penalty: 6329.458984
	Iteration 13Q: 3 clusters Score -4.50997e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 256302 members 
Entering Unmasked Estep 
Score: -45099524.000000 Penalty: 6329.458984
	Iteration 14Q: 3 clusters Score -4.509952e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 253934 members 
Entering Unmasked Estep 
Score: -45099268.000000 Penalty: 6329.458984
	Iteration 15Q: 3 clusters Score -4.509927e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 251320 members 
Entering Unmasked Estep 
Score: -45099084.000000 Penalty: 6329.458984
	Iteration 16Q: 3 clusters Score -4.509908e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 248539 members 
Entering Unmasked Estep 
Score: -45098616.000000 Penalty: 6329.458984
	Iteration 17Q: 3 clusters Score -4.509862e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 245578 members 
Entering Unmasked Estep 
Score: -45098328.000000 Penalty: 6329.458984
	Iteration 18Q: 3 clusters Score -4.509833e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 242426 members 
Entering Unmasked Estep 
Score: -45097880.000000 Penalty: 6329.458984
	Iteration 19Q: 3 clusters Score -4.509788e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 238997 members 
Entering Unmasked Estep 
Score: -45097620.000000 Penalty: 6329.458984
	Iteration 20F: 3 clusters Score -4.509762e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 235327 members 
Entering Unmasked Estep 
Score: -45097452.000000 Penalty: 6329.458984
	Iteration 21Q: 3 clusters Score -4.509745e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 231490 members 
Entering Unmasked Estep 
Score: -45097260.000000 Penalty: 6329.458984
	Iteration 22Q: 3 clusters Score -4.509726e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 227504 members 
Entering Unmasked Estep 
Score: -45097572.000000 Penalty: 6329.458984
	Iteration 23Q: 3 clusters Score -4.509757e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 223437 members 
Entering Unmasked Estep 
Score: -45097872.000000 Penalty: 6329.458984
	Iteration 24Q: 3 clusters Score -4.509787e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 219503 members 
Entering Unmasked Estep 
Score: -45098404.000000 Penalty: 6329.458984
	Iteration 25Q: 3 clusters Score -4.50984e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 215652 members 
Entering Unmasked Estep 
Score: -45099080.000000 Penalty: 6329.458984
	Iteration 26Q: 3 clusters Score -4.509908e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 211940 members 
Entering Unmasked Estep 
Score: -45099252.000000 Penalty: 6329.458984
	Iteration 27Q: 3 clusters Score -4.509925e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 208495 members 
Entering Unmasked Estep 
Score: -45099880.000000 Penalty: 6329.458984
	Iteration 28Q: 3 clusters Score -4.509988e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143120 members 
Mstep: Class 2 contains 205245 members 
Entering Unmasked Estep 
Score: -45100300.000000 Penalty: 6329.458984
	Iteration 29Q: 3 clusters Score -4.51003e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 202230 members 
Entering Unmasked Estep 
Score: -45100496.000000 Penalty: 6329.458984
	Iteration 30Q: 3 clusters Score -4.51005e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 199481 members 
Entering Unmasked Estep 
Score: -45100520.000000 Penalty: 6329.458984
	Iteration 31Q: 3 clusters Score -4.510052e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -45100704.000000 Penalty: 6329.458984
	Iteration 32Q: 3 clusters Score -4.51007e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 194444 members 
Entering Unmasked Estep 
Score: -45100692.000000 Penalty: 6329.458984
	Iteration 33Q: 3 clusters Score -4.510069e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -45100852.000000 Penalty: 6329.458984
	Iteration 34Q: 3 clusters Score -4.510085e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158489 members 
Mstep: Class 2 contains 189876 members 
Entering Unmasked Estep 
Score: -45101092.000000 Penalty: 6329.458984
	Iteration 35Q: 3 clusters Score -4.510109e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -45101204.000000 Penalty: 6329.458984
	Iteration 36Q: 3 clusters Score -4.51012e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 185888 members 
Entering Unmasked Estep 
Score: -45101360.000000 Penalty: 6329.458984
	Iteration 37Q: 3 clusters Score -4.510136e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -45101416.000000 Penalty: 6329.458984
	Iteration 38Q: 3 clusters Score -4.510142e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 182516 members 
Entering Unmasked Estep 
Score: -45101532.000000 Penalty: 6329.458984
	Iteration 39Q: 3 clusters Score -4.510153e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 180913 members 
Entering Unmasked Estep 
Score: -45101480.000000 Penalty: 6329.458984
	Iteration 40F: 3 clusters Score -4.510148e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -45101480.000000 Penalty: 6329.458984
	Iteration 41Q: 3 clusters Score -4.510148e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -45101580.000000 Penalty: 6329.458984
	Iteration 42Q: 3 clusters Score -4.510158e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -45101632.000000 Penalty: 6329.458984
	Iteration 43Q: 3 clusters Score -4.510163e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -45101700.000000 Penalty: 6329.458984
	Iteration 44Q: 3 clusters Score -4.51017e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -45101744.000000 Penalty: 6329.458984
	Iteration 45Q: 3 clusters Score -4.510174e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -45101892.000000 Penalty: 6329.458984
	Iteration 46Q: 3 clusters Score -4.510189e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180628 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -45102052.000000 Penalty: 6329.458984
	Iteration 47Q: 3 clusters Score -4.510205e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -45102068.000000 Penalty: 6329.458984
	Iteration 48Q: 3 clusters Score -4.510207e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -45102276.000000 Penalty: 6329.458984
	Iteration 49Q: 3 clusters Score -4.510228e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190094 members 
Mstep: Class 2 contains 158271 members 
Entering Unmasked Estep 
Score: -45102316.000000 Penalty: 6329.458984
	Iteration 50Q: 3 clusters Score -4.510232e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194741 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -45102556.000000 Penalty: 6329.458984
	Iteration 51Q: 3 clusters Score -4.510256e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -45102996.000000 Penalty: 6329.458984
	Iteration 52Q: 3 clusters Score -4.5103e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -45103184.000000 Penalty: 6329.458984
	Iteration 53Q: 3 clusters Score -4.510318e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216845 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -45103560.000000 Penalty: 6329.458984
	Iteration 54Q: 3 clusters Score -4.510356e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228088 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -45104464.000000 Penalty: 6329.458984
	Iteration 55Q: 3 clusters Score -4.510446e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242262 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -45106088.000000 Penalty: 6329.458984
	Iteration 56Q: 3 clusters Score -4.510609e+07 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258487 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -45108500.000000 Penalty: 6329.458984
	Iteration 57Q: 3 clusters Score -4.51085e+07 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276217 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -45112484.000000 Penalty: 6329.458984
	Iteration 58F: 3 clusters Score -4.511248e+07 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294965 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -45118068.000000 Penalty: 6329.458984
	Iteration 59F: 3 clusters Score -4.511807e+07 nChanged 17598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312561 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -45123392.000000 Penalty: 6329.458984
	Iteration 60F: 3 clusters Score -4.512339e+07 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327620 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -45128872.000000 Penalty: 6329.458984
	Iteration 61Q: 3 clusters Score -4.512887e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338239 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -45133824.000000 Penalty: 6329.458984
	Iteration 62Q: 3 clusters Score -4.513382e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343954 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -45136304.000000 Penalty: 6329.458984
	Iteration 63Q: 3 clusters Score -4.51363e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346455 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -45138068.000000 Penalty: 6329.458984
	Iteration 64Q: 3 clusters Score -4.513807e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347405 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -45138684.000000 Penalty: 6329.458984
	Iteration 65Q: 3 clusters Score -4.513868e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347762 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -45138896.000000 Penalty: 6329.458984
	Iteration 66Q: 3 clusters Score -4.51389e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347873 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45138996.000000 Penalty: 6329.458984
	Iteration 67Q: 3 clusters Score -4.5139e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45139068.000000 Penalty: 6329.458984
	Iteration 68Q: 3 clusters Score -4.513907e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347964 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45139096.000000 Penalty: 6329.458984
	Iteration 69Q: 3 clusters Score -4.51391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347986 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45139112.000000 Penalty: 6329.458984
	Iteration 70Q: 3 clusters Score -4.513911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347999 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45139168.000000 Penalty: 6329.458984
	Iteration 71Q: 3 clusters Score -4.513917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348012 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45139148.000000 Penalty: 6329.458984
	Iteration 72Q: 3 clusters Score -4.513915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348021 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45139140.000000 Penalty: 6329.458984
	Iteration 73Q: 3 clusters Score -4.513914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348028 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45139172.000000 Penalty: 6329.458984
	Iteration 74Q: 3 clusters Score -4.513917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348033 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45139176.000000 Penalty: 6329.458984
	Iteration 75Q: 3 clusters Score -4.513918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348037 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45139168.000000 Penalty: 6329.458984
	Iteration 76Q: 3 clusters Score -4.513917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348037 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45139164.000000 Penalty: 6329.458984
	Iteration 77Q: 3 clusters Score -4.513916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348037 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45139164.000000 Penalty: 6329.458984
	Iteration 78F: 3 clusters Score -4.513916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Entering Unmasked Estep 
Score: -1796409.250000 Penalty: 2380.736572
	Iteration 0F: 2 clusters Score -1796409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1785643.000000 Penalty: 4761.473145
	Iteration 0F: 3 clusters Score -1785643 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1789200.750000 Penalty: 4761.473145
	Iteration 1F: 3 clusters Score -1789201 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1789665.375000 Penalty: 4761.473145
	Iteration 2F: 3 clusters Score -1789665 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1790037.875000 Penalty: 4761.473145
	Iteration 3F: 3 clusters Score -1790038 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1790360.500000 Penalty: 4761.473145
	Iteration 4Q: 3 clusters Score -1790360 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1790675.125000 Penalty: 4761.473145
	Iteration 5Q: 3 clusters Score -1790675 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1791052.250000 Penalty: 4761.473145
	Iteration 6Q: 3 clusters Score -1791052 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1791432.875000 Penalty: 4761.473145
	Iteration 7Q: 3 clusters Score -1791433 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1791815.375000 Penalty: 4761.473145
	Iteration 8Q: 3 clusters Score -1791815 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1792171.500000 Penalty: 4761.473145
	Iteration 9Q: 3 clusters Score -1792172 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1792472.500000 Penalty: 4761.473145
	Iteration 10Q: 3 clusters Score -1792472 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1792728.125000 Penalty: 4761.473145
	Iteration 11Q: 3 clusters Score -1792728 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1792950.500000 Penalty: 4761.473145
	Iteration 12Q: 3 clusters Score -1792950 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1793135.500000 Penalty: 4761.473145
	Iteration 13Q: 3 clusters Score -1793136 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1793264.750000 Penalty: 4761.473145
	Iteration 14Q: 3 clusters Score -1793265 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1793380.500000 Penalty: 4761.473145
	Iteration 15Q: 3 clusters Score -1793380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1793465.750000 Penalty: 4761.473145
	Iteration 16Q: 3 clusters Score -1793466 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1793555.000000 Penalty: 4761.473145
	Iteration 17Q: 3 clusters Score -1793555 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1793666.375000 Penalty: 4761.473145
	Iteration 18Q: 3 clusters Score -1793666 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1793773.500000 Penalty: 4761.473145
	Iteration 19Q: 3 clusters Score -1793774 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1793879.250000 Penalty: 4761.473145
	Iteration 20F: 3 clusters Score -1793879 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1793990.375000 Penalty: 4761.473145
	Iteration 21Q: 3 clusters Score -1793990 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1794086.500000 Penalty: 4761.473145
	Iteration 22Q: 3 clusters Score -1794086 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1794177.625000 Penalty: 4761.473145
	Iteration 23Q: 3 clusters Score -1794178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1794268.000000 Penalty: 4761.473145
	Iteration 24Q: 3 clusters Score -1794268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1794342.250000 Penalty: 4761.473145
	Iteration 25Q: 3 clusters Score -1794342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1794410.250000 Penalty: 4761.473145
	Iteration 26Q: 3 clusters Score -1794410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1794477.375000 Penalty: 4761.473145
	Iteration 27Q: 3 clusters Score -1794477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1794529.125000 Penalty: 4761.473145
	Iteration 28Q: 3 clusters Score -1794529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1794572.375000 Penalty: 4761.473145
	Iteration 29Q: 3 clusters Score -1794572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1794611.875000 Penalty: 4761.473145
	Iteration 30Q: 3 clusters Score -1794612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1794657.750000 Penalty: 4761.473145
	Iteration 31Q: 3 clusters Score -1794658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1794689.250000 Penalty: 4761.473145
	Iteration 32Q: 3 clusters Score -1794689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1794703.000000 Penalty: 4761.473145
	Iteration 33Q: 3 clusters Score -1794703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1794724.875000 Penalty: 4761.473145
	Iteration 34Q: 3 clusters Score -1794725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1794747.625000 Penalty: 4761.473145
	Iteration 35Q: 3 clusters Score -1794748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1794767.125000 Penalty: 4761.473145
	Iteration 36Q: 3 clusters Score -1794767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1794788.375000 Penalty: 4761.473145
	Iteration 37Q: 3 clusters Score -1794788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1794801.875000 Penalty: 4761.473145
	Iteration 38Q: 3 clusters Score -1794802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1794817.750000 Penalty: 4761.473145
	Iteration 39Q: 3 clusters Score -1794818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1794822.375000 Penalty: 4761.473145
	Iteration 40F: 3 clusters Score -1794822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1794832.625000 Penalty: 4761.473145
	Iteration 41Q: 3 clusters Score -1794833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1794838.125000 Penalty: 4761.473145
	Iteration 42Q: 3 clusters Score -1794838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1794840.125000 Penalty: 4761.473145
	Iteration 43Q: 3 clusters Score -1794840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1794851.500000 Penalty: 4761.473145
	Iteration 44Q: 3 clusters Score -1794852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1794851.250000 Penalty: 4761.473145
	Iteration 45Q: 3 clusters Score -1794851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1794852.375000 Penalty: 4761.473145
	Iteration 46Q: 3 clusters Score -1794852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1794854.875000 Penalty: 4761.473145
	Iteration 47Q: 3 clusters Score -1794855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1794855.375000 Penalty: 4761.473145
	Iteration 48Q: 3 clusters Score -1794855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1794858.125000 Penalty: 4761.473145
	Iteration 49Q: 3 clusters Score -1794858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1794862.125000 Penalty: 4761.473145
	Iteration 50Q: 3 clusters Score -1794862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1794865.625000 Penalty: 4761.473145
	Iteration 51Q: 3 clusters Score -1794866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1794873.000000 Penalty: 4761.473145
	Iteration 52Q: 3 clusters Score -1794873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1794871.750000 Penalty: 4761.473145
	Iteration 53Q: 3 clusters Score -1794872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1794875.500000 Penalty: 4761.473145
	Iteration 54Q: 3 clusters Score -1794876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1794875.250000 Penalty: 4761.473145
	Iteration 55Q: 3 clusters Score -1794875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1794875.000000 Penalty: 4761.473145
	Iteration 56Q: 3 clusters Score -1794875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1794878.500000 Penalty: 4761.473145
	Iteration 57Q: 3 clusters Score -1794878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1794880.000000 Penalty: 4761.473145
	Iteration 58Q: 3 clusters Score -1794880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1794880.625000 Penalty: 4761.473145
	Iteration 59Q: 3 clusters Score -1794881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1794879.500000 Penalty: 4761.473145
	Iteration 60F: 3 clusters Score -1794880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1794879.625000 Penalty: 4761.473145
	Iteration 61Q: 3 clusters Score -1794880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1794882.875000 Penalty: 4761.473145
	Iteration 62Q: 3 clusters Score -1794883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1794881.625000 Penalty: 4761.473145
	Iteration 63Q: 3 clusters Score -1794882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1794881.875000 Penalty: 4761.473145
	Iteration 64Q: 3 clusters Score -1794882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1794882.625000 Penalty: 4761.473145
	Iteration 65Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1794883.375000 Penalty: 4761.473145
	Iteration 66Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1794881.375000 Penalty: 4761.473145
	Iteration 67Q: 3 clusters Score -1794881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1794883.500000 Penalty: 4761.473145
	Iteration 68Q: 3 clusters Score -1794884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1794886.750000 Penalty: 4761.473145
	Iteration 69Q: 3 clusters Score -1794887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1794885.125000 Penalty: 4761.473145
	Iteration 70Q: 3 clusters Score -1794885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1794883.000000 Penalty: 4761.473145
	Iteration 71Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1794880.875000 Penalty: 4761.473145
	Iteration 72Q: 3 clusters Score -1794881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1794883.875000 Penalty: 4761.473145
	Iteration 73Q: 3 clusters Score -1794884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1794882.875000 Penalty: 4761.473145
	Iteration 74Q: 3 clusters Score -1794883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1794882.500000 Penalty: 4761.473145
	Iteration 75Q: 3 clusters Score -1794882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1794882.000000 Penalty: 4761.473145
	Iteration 76Q: 3 clusters Score -1794882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1794883.375000 Penalty: 4761.473145
	Iteration 77Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1794883.125000 Penalty: 4761.473145
	Iteration 78Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1794883.125000 Penalty: 4761.473145
	Iteration 79Q: 3 clusters Score -1794883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1794884.750000 Penalty: 4761.473145
	Iteration 80F: 3 clusters Score -1794885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1794882.750000 Penalty: 4761.473145
	Iteration 81Q: 3 clusters Score -1794883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1794886.125000 Penalty: 4761.473145
	Iteration 82Q: 3 clusters Score -1794886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1794886.625000 Penalty: 4761.473145
	Iteration 83Q: 3 clusters Score -1794887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1794886.625000 Penalty: 4761.473145
	Iteration 84F: 3 clusters Score -1794887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -163282.359375 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -163282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -160990.156250 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -160990.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161446.937500 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -161446.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161686.781250 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -161686.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161918.562500 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -161918.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162165.031250 Penalty: 3631.965088
	Iteration 4F: 3 clusters Score -162165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162409.500000 Penalty: 3631.965088
	Iteration 5F: 3 clusters Score -162409.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162547.343750 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -162547.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -162612.953125 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -162613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162653.375000 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -162653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162679.750000 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -162679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162687.437500 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -162687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -162692.250000 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -162692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162696.781250 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -162696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162700.140625 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -162700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162700.140625 Penalty: 3631.965088
	Iteration 14F: 3 clusters Score -162700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -1178099.000000 Penalty: 2268.924805
	Iteration 0F: 2 clusters Score -1178099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1170759.250000 Penalty: 4537.849609
	Iteration 0F: 3 clusters Score -1170759 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1172826.000000 Penalty: 4537.849609
	Iteration 1F: 3 clusters Score -1172826 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1173152.875000 Penalty: 4537.849609
	Iteration 2F: 3 clusters Score -1173153 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1173338.250000 Penalty: 4537.849609
	Iteration 3Q: 3 clusters Score -1173338 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1173491.375000 Penalty: 4537.849609
	Iteration 4Q: 3 clusters Score -1173491 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1173619.375000 Penalty: 4537.849609
	Iteration 5Q: 3 clusters Score -1173619 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1173726.250000 Penalty: 4537.849609
	Iteration 6Q: 3 clusters Score -1173726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1173810.500000 Penalty: 4537.849609
	Iteration 7Q: 3 clusters Score -1173810 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1173887.625000 Penalty: 4537.849609
	Iteration 8Q: 3 clusters Score -1173888 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1173965.875000 Penalty: 4537.849609
	Iteration 9Q: 3 clusters Score -1173966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1174064.000000 Penalty: 4537.849609
	Iteration 10Q: 3 clusters Score -1174064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1174152.750000 Penalty: 4537.849609
	Iteration 11Q: 3 clusters Score -1174153 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1174243.500000 Penalty: 4537.849609
	Iteration 12Q: 3 clusters Score -1174244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1174341.375000 Penalty: 4537.849609
	Iteration 13Q: 3 clusters Score -1174341 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1174425.250000 Penalty: 4537.849609
	Iteration 14Q: 3 clusters Score -1174425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1174520.250000 Penalty: 4537.849609
	Iteration 15Q: 3 clusters Score -1174520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1174616.375000 Penalty: 4537.849609
	Iteration 16Q: 3 clusters Score -1174616 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1174719.875000 Penalty: 4537.849609
	Iteration 17Q: 3 clusters Score -1174720 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1174824.625000 Penalty: 4537.849609
	Iteration 18Q: 3 clusters Score -1174825 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1174915.125000 Penalty: 4537.849609
	Iteration 19Q: 3 clusters Score -1174915 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1175021.625000 Penalty: 4537.849609
	Iteration 20F: 3 clusters Score -1175022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1175142.375000 Penalty: 4537.849609
	Iteration 21Q: 3 clusters Score -1175142 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1175263.375000 Penalty: 4537.849609
	Iteration 22Q: 3 clusters Score -1175263 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1175394.375000 Penalty: 4537.849609
	Iteration 23Q: 3 clusters Score -1175394 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1175492.375000 Penalty: 4537.849609
	Iteration 24Q: 3 clusters Score -1175492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1175580.000000 Penalty: 4537.849609
	Iteration 25Q: 3 clusters Score -1175580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1175668.125000 Penalty: 4537.849609
	Iteration 26Q: 3 clusters Score -1175668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1175763.500000 Penalty: 4537.849609
	Iteration 27Q: 3 clusters Score -1175764 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1175852.375000 Penalty: 4537.849609
	Iteration 28Q: 3 clusters Score -1175852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1175918.500000 Penalty: 4537.849609
	Iteration 29Q: 3 clusters Score -1175918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1175973.875000 Penalty: 4537.849609
	Iteration 30Q: 3 clusters Score -1175974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1176025.000000 Penalty: 4537.849609
	Iteration 31Q: 3 clusters Score -1176025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1176068.750000 Penalty: 4537.849609
	Iteration 32Q: 3 clusters Score -1176069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1176109.000000 Penalty: 4537.849609
	Iteration 33Q: 3 clusters Score -1176109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1176141.750000 Penalty: 4537.849609
	Iteration 34Q: 3 clusters Score -1176142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1176169.375000 Penalty: 4537.849609
	Iteration 35Q: 3 clusters Score -1176169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1176191.375000 Penalty: 4537.849609
	Iteration 36Q: 3 clusters Score -1176191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1176210.625000 Penalty: 4537.849609
	Iteration 37Q: 3 clusters Score -1176211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1176227.750000 Penalty: 4537.849609
	Iteration 38Q: 3 clusters Score -1176228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1176239.875000 Penalty: 4537.849609
	Iteration 39Q: 3 clusters Score -1176240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1176251.625000 Penalty: 4537.849609
	Iteration 40F: 3 clusters Score -1176252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1176262.625000 Penalty: 4537.849609
	Iteration 41Q: 3 clusters Score -1176263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1176269.375000 Penalty: 4537.849609
	Iteration 42Q: 3 clusters Score -1176269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1176279.000000 Penalty: 4537.849609
	Iteration 43Q: 3 clusters Score -1176279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1176292.625000 Penalty: 4537.849609
	Iteration 44Q: 3 clusters Score -1176293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1176299.375000 Penalty: 4537.849609
	Iteration 45Q: 3 clusters Score -1176299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1176316.625000 Penalty: 4537.849609
	Iteration 46Q: 3 clusters Score -1176317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1176323.250000 Penalty: 4537.849609
	Iteration 47Q: 3 clusters Score -1176323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1176328.375000 Penalty: 4537.849609
	Iteration 48Q: 3 clusters Score -1176328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1176334.750000 Penalty: 4537.849609
	Iteration 49Q: 3 clusters Score -1176335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1176340.750000 Penalty: 4537.849609
	Iteration 50Q: 3 clusters Score -1176341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1176344.500000 Penalty: 4537.849609
	Iteration 51Q: 3 clusters Score -1176344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1176348.000000 Penalty: 4537.849609
	Iteration 52Q: 3 clusters Score -1176348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1176351.250000 Penalty: 4537.849609
	Iteration 53Q: 3 clusters Score -1176351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1176352.250000 Penalty: 4537.849609
	Iteration 54Q: 3 clusters Score -1176352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1176356.375000 Penalty: 4537.849609
	Iteration 55Q: 3 clusters Score -1176356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1176356.875000 Penalty: 4537.849609
	Iteration 56Q: 3 clusters Score -1176357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1176358.250000 Penalty: 4537.849609
	Iteration 57Q: 3 clusters Score -1176358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1176361.125000 Penalty: 4537.849609
	Iteration 58Q: 3 clusters Score -1176361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1176361.750000 Penalty: 4537.849609
	Iteration 59Q: 3 clusters Score -1176362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1176365.875000 Penalty: 4537.849609
	Iteration 60F: 3 clusters Score -1176366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1176368.000000 Penalty: 4537.849609
	Iteration 61Q: 3 clusters Score -1176368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1176372.000000 Penalty: 4537.849609
	Iteration 62Q: 3 clusters Score -1176372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1176372.000000 Penalty: 4537.849609
	Iteration 63Q: 3 clusters Score -1176372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1176371.875000 Penalty: 4537.849609
	Iteration 64Q: 3 clusters Score -1176372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1176375.000000 Penalty: 4537.849609
	Iteration 65Q: 3 clusters Score -1176375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1176375.375000 Penalty: 4537.849609
	Iteration 66Q: 3 clusters Score -1176375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1176377.125000 Penalty: 4537.849609
	Iteration 67Q: 3 clusters Score -1176377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1176379.625000 Penalty: 4537.849609
	Iteration 68Q: 3 clusters Score -1176380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1176382.250000 Penalty: 4537.849609
	Iteration 69Q: 3 clusters Score -1176382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1176386.125000 Penalty: 4537.849609
	Iteration 70Q: 3 clusters Score -1176386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1176387.625000 Penalty: 4537.849609
	Iteration 71Q: 3 clusters Score -1176388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1176395.250000 Penalty: 4537.849609
	Iteration 72Q: 3 clusters Score -1176395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1176399.500000 Penalty: 4537.849609
	Iteration 73Q: 3 clusters Score -1176400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1176401.750000 Penalty: 4537.849609
	Iteration 74Q: 3 clusters Score -1176402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1176405.875000 Penalty: 4537.849609
	Iteration 75Q: 3 clusters Score -1176406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1176407.375000 Penalty: 4537.849609
	Iteration 76Q: 3 clusters Score -1176407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1176407.875000 Penalty: 4537.849609
	Iteration 77Q: 3 clusters Score -1176408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1176407.875000 Penalty: 4537.849609
	Iteration 78Q: 3 clusters Score -1176408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1176409.875000 Penalty: 4537.849609
	Iteration 79Q: 3 clusters Score -1176410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1176409.375000 Penalty: 4537.849609
	Iteration 80F: 3 clusters Score -1176409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1176410.250000 Penalty: 4537.849609
	Iteration 81Q: 3 clusters Score -1176410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1176409.625000 Penalty: 4537.849609
	Iteration 82Q: 3 clusters Score -1176410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1176413.250000 Penalty: 4537.849609
	Iteration 83Q: 3 clusters Score -1176413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1176412.250000 Penalty: 4537.849609
	Iteration 84Q: 3 clusters Score -1176412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1176413.875000 Penalty: 4537.849609
	Iteration 85Q: 3 clusters Score -1176414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1176415.375000 Penalty: 4537.849609
	Iteration 86Q: 3 clusters Score -1176415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1176417.250000 Penalty: 4537.849609
	Iteration 87Q: 3 clusters Score -1176417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1176416.875000 Penalty: 4537.849609
	Iteration 88Q: 3 clusters Score -1176417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1176420.875000 Penalty: 4537.849609
	Iteration 89Q: 3 clusters Score -1176421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1176419.750000 Penalty: 4537.849609
	Iteration 90Q: 3 clusters Score -1176420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1176422.625000 Penalty: 4537.849609
	Iteration 91Q: 3 clusters Score -1176423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1176418.750000 Penalty: 4537.849609
	Iteration 92Q: 3 clusters Score -1176419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1176421.625000 Penalty: 4537.849609
	Iteration 93Q: 3 clusters Score -1176422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1176423.375000 Penalty: 4537.849609
	Iteration 94Q: 3 clusters Score -1176423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1176424.250000 Penalty: 4537.849609
	Iteration 95Q: 3 clusters Score -1176424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1176424.250000 Penalty: 4537.849609
	Iteration 96F: 3 clusters Score -1176424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Entering Unmasked Estep 
Score: -3528017.750000 Penalty: 2527.822021
	Iteration 0F: 2 clusters Score -3528018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3509579.500000 Penalty: 5055.644043
	Iteration 0F: 3 clusters Score -3509580 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3516062.250000 Penalty: 5055.644043
	Iteration 1F: 3 clusters Score -3516062 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3516523.250000 Penalty: 5055.644043
	Iteration 2Q: 3 clusters Score -3516523 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3516996.000000 Penalty: 5055.644043
	Iteration 3Q: 3 clusters Score -3516996 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3517576.500000 Penalty: 5055.644043
	Iteration 4Q: 3 clusters Score -3517576 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3518401.750000 Penalty: 5055.644043
	Iteration 5F: 3 clusters Score -3518402 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3519659.250000 Penalty: 5055.644043
	Iteration 6F: 3 clusters Score -3519659 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3521163.750000 Penalty: 5055.644043
	Iteration 7F: 3 clusters Score -3521164 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3522703.500000 Penalty: 5055.644043
	Iteration 8F: 3 clusters Score -3522704 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3523917.500000 Penalty: 5055.644043
	Iteration 9Q: 3 clusters Score -3523918 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3524616.750000 Penalty: 5055.644043
	Iteration 10Q: 3 clusters Score -3524617 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3524913.000000 Penalty: 5055.644043
	Iteration 11Q: 3 clusters Score -3524913 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3525087.750000 Penalty: 5055.644043
	Iteration 12Q: 3 clusters Score -3525088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3525194.250000 Penalty: 5055.644043
	Iteration 13Q: 3 clusters Score -3525194 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3525262.250000 Penalty: 5055.644043
	Iteration 14Q: 3 clusters Score -3525262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3525335.250000 Penalty: 5055.644043
	Iteration 15Q: 3 clusters Score -3525335 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3525390.250000 Penalty: 5055.644043
	Iteration 16Q: 3 clusters Score -3525390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3525437.750000 Penalty: 5055.644043
	Iteration 17Q: 3 clusters Score -3525438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3525481.000000 Penalty: 5055.644043
	Iteration 18Q: 3 clusters Score -3525481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3525519.000000 Penalty: 5055.644043
	Iteration 19Q: 3 clusters Score -3525519 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3525539.250000 Penalty: 5055.644043
	Iteration 20F: 3 clusters Score -3525539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3525555.250000 Penalty: 5055.644043
	Iteration 21Q: 3 clusters Score -3525555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3525576.250000 Penalty: 5055.644043
	Iteration 22Q: 3 clusters Score -3525576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3525595.750000 Penalty: 5055.644043
	Iteration 23Q: 3 clusters Score -3525596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3525615.250000 Penalty: 5055.644043
	Iteration 24Q: 3 clusters Score -3525615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3525627.250000 Penalty: 5055.644043
	Iteration 25Q: 3 clusters Score -3525627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3525637.500000 Penalty: 5055.644043
	Iteration 26Q: 3 clusters Score -3525638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3525653.500000 Penalty: 5055.644043
	Iteration 27Q: 3 clusters Score -3525654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3525665.750000 Penalty: 5055.644043
	Iteration 28Q: 3 clusters Score -3525666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3525675.750000 Penalty: 5055.644043
	Iteration 29Q: 3 clusters Score -3525676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3525682.250000 Penalty: 5055.644043
	Iteration 30Q: 3 clusters Score -3525682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3525684.250000 Penalty: 5055.644043
	Iteration 31Q: 3 clusters Score -3525684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3525686.500000 Penalty: 5055.644043
	Iteration 32Q: 3 clusters Score -3525686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3525695.500000 Penalty: 5055.644043
	Iteration 33Q: 3 clusters Score -3525696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3525696.500000 Penalty: 5055.644043
	Iteration 34Q: 3 clusters Score -3525696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3525710.750000 Penalty: 5055.644043
	Iteration 35Q: 3 clusters Score -3525711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3525708.750000 Penalty: 5055.644043
	Iteration 36Q: 3 clusters Score -3525709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3525703.750000 Penalty: 5055.644043
	Iteration 37Q: 3 clusters Score -3525704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3525708.500000 Penalty: 5055.644043
	Iteration 38Q: 3 clusters Score -3525708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3525703.000000 Penalty: 5055.644043
	Iteration 39Q: 3 clusters Score -3525703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3525714.250000 Penalty: 5055.644043
	Iteration 40F: 3 clusters Score -3525714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3525712.000000 Penalty: 5055.644043
	Iteration 41Q: 3 clusters Score -3525712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3525726.000000 Penalty: 5055.644043
	Iteration 42Q: 3 clusters Score -3525726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3525736.250000 Penalty: 5055.644043
	Iteration 43Q: 3 clusters Score -3525736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3525746.750000 Penalty: 5055.644043
	Iteration 44Q: 3 clusters Score -3525747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3525754.750000 Penalty: 5055.644043
	Iteration 45Q: 3 clusters Score -3525755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3525759.000000 Penalty: 5055.644043
	Iteration 46Q: 3 clusters Score -3525759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3525764.500000 Penalty: 5055.644043
	Iteration 47Q: 3 clusters Score -3525764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3525776.250000 Penalty: 5055.644043
	Iteration 48Q: 3 clusters Score -3525776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3525779.500000 Penalty: 5055.644043
	Iteration 49Q: 3 clusters Score -3525780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3525782.500000 Penalty: 5055.644043
	Iteration 50Q: 3 clusters Score -3525782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3525778.750000 Penalty: 5055.644043
	Iteration 51Q: 3 clusters Score -3525779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3525778.750000 Penalty: 5055.644043
	Iteration 52Q: 3 clusters Score -3525779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3525776.000000 Penalty: 5055.644043
	Iteration 53Q: 3 clusters Score -3525776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3525775.750000 Penalty: 5055.644043
	Iteration 54Q: 3 clusters Score -3525776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3525773.000000 Penalty: 5055.644043
	Iteration 55Q: 3 clusters Score -3525773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3525773.000000 Penalty: 5055.644043
	Iteration 56F: 3 clusters Score -3525773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Entering Unmasked Estep 
Score: -2360004.750000 Penalty: 2427.860107
	Iteration 0F: 2 clusters Score -2360005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2347369.750000 Penalty: 4855.720215
	Iteration 0F: 3 clusters Score -2347370 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2351584.250000 Penalty: 4855.720215
	Iteration 1F: 3 clusters Score -2351584 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2351908.500000 Penalty: 4855.720215
	Iteration 2F: 3 clusters Score -2351908 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2352118.250000 Penalty: 4855.720215
	Iteration 3Q: 3 clusters Score -2352118 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2352281.250000 Penalty: 4855.720215
	Iteration 4Q: 3 clusters Score -2352281 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2352428.750000 Penalty: 4855.720215
	Iteration 5Q: 3 clusters Score -2352429 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2352548.500000 Penalty: 4855.720215
	Iteration 6Q: 3 clusters Score -2352548 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2352669.250000 Penalty: 4855.720215
	Iteration 7Q: 3 clusters Score -2352669 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2352812.000000 Penalty: 4855.720215
	Iteration 8Q: 3 clusters Score -2352812 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2352959.000000 Penalty: 4855.720215
	Iteration 9Q: 3 clusters Score -2352959 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2353121.500000 Penalty: 4855.720215
	Iteration 10Q: 3 clusters Score -2353122 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2353280.000000 Penalty: 4855.720215
	Iteration 11Q: 3 clusters Score -2353280 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2353439.500000 Penalty: 4855.720215
	Iteration 12Q: 3 clusters Score -2353440 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2353632.750000 Penalty: 4855.720215
	Iteration 13Q: 3 clusters Score -2353633 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2353862.000000 Penalty: 4855.720215
	Iteration 14Q: 3 clusters Score -2353862 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2354189.000000 Penalty: 4855.720215
	Iteration 15Q: 3 clusters Score -2354189 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2354557.000000 Penalty: 4855.720215
	Iteration 16Q: 3 clusters Score -2354557 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2354964.750000 Penalty: 4855.720215
	Iteration 17Q: 3 clusters Score -2354965 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2355413.500000 Penalty: 4855.720215
	Iteration 18Q: 3 clusters Score -2355414 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2355860.500000 Penalty: 4855.720215
	Iteration 19Q: 3 clusters Score -2355860 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2356291.250000 Penalty: 4855.720215
	Iteration 20F: 3 clusters Score -2356291 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2356702.000000 Penalty: 4855.720215
	Iteration 21Q: 3 clusters Score -2356702 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2357059.000000 Penalty: 4855.720215
	Iteration 22Q: 3 clusters Score -2357059 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2357369.500000 Penalty: 4855.720215
	Iteration 23Q: 3 clusters Score -2357370 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2357574.250000 Penalty: 4855.720215
	Iteration 24Q: 3 clusters Score -2357574 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2357701.500000 Penalty: 4855.720215
	Iteration 25Q: 3 clusters Score -2357702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2357790.250000 Penalty: 4855.720215
	Iteration 26Q: 3 clusters Score -2357790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2357849.500000 Penalty: 4855.720215
	Iteration 27Q: 3 clusters Score -2357850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2357878.750000 Penalty: 4855.720215
	Iteration 28Q: 3 clusters Score -2357879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2357911.750000 Penalty: 4855.720215
	Iteration 29Q: 3 clusters Score -2357912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2357934.500000 Penalty: 4855.720215
	Iteration 30Q: 3 clusters Score -2357934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2357946.750000 Penalty: 4855.720215
	Iteration 31Q: 3 clusters Score -2357947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2357958.000000 Penalty: 4855.720215
	Iteration 32Q: 3 clusters Score -2357958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2357966.000000 Penalty: 4855.720215
	Iteration 33Q: 3 clusters Score -2357966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2357975.000000 Penalty: 4855.720215
	Iteration 34Q: 3 clusters Score -2357975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2357994.500000 Penalty: 4855.720215
	Iteration 35Q: 3 clusters Score -2357994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2358009.250000 Penalty: 4855.720215
	Iteration 36Q: 3 clusters Score -2358009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2358013.500000 Penalty: 4855.720215
	Iteration 37Q: 3 clusters Score -2358014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2358011.250000 Penalty: 4855.720215
	Iteration 38Q: 3 clusters Score -2358011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2358017.000000 Penalty: 4855.720215
	Iteration 39Q: 3 clusters Score -2358017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2358017.500000 Penalty: 4855.720215
	Iteration 40F: 3 clusters Score -2358018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2358021.250000 Penalty: 4855.720215
	Iteration 41Q: 3 clusters Score -2358021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2358025.000000 Penalty: 4855.720215
	Iteration 42Q: 3 clusters Score -2358025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2358027.000000 Penalty: 4855.720215
	Iteration 43Q: 3 clusters Score -2358027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2358026.000000 Penalty: 4855.720215
	Iteration 44Q: 3 clusters Score -2358026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2358026.000000 Penalty: 4855.720215
	Iteration 45F: 3 clusters Score -2358026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -323902.000000 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -323902 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 1290 members 
Entering Unmasked Estep 
Score: -320893.875000 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -320893.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -321479.250000 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -321479.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -321615.312500 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -321615.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321710.187500 Penalty: 3892.490234
	Iteration 3Q: 3 clusters Score -321710.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -321769.875000 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -321769.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321812.375000 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -321812.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -321838.062500 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -321838.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321867.281250 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -321867.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -321896.125000 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -321896.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321918.812500 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -321918.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321933.406250 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -321933.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -321944.375000 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -321944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -321951.187500 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -321951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -321955.968750 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -321956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -321959.187500 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -321959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -321964.031250 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -321964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321968.343750 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -321968.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -321974.625000 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -321974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -321982.562500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -321982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -321989.093750 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -321989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321994.218750 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -321994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -322000.375000 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -322000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322006.562500 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -322006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -322014.687500 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -322014.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -322022.031250 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -322022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -322025.531250 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -322025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -322027.375000 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -322027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -322029.718750 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -322029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322032.187500 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -322032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -322035.625000 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -322035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -322039.250000 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -322039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -322040.593750 Penalty: 3892.490234
	Iteration 31Q: 3 clusters Score -322040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322043.843750 Penalty: 3892.490234
	Iteration 32Q: 3 clusters Score -322043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -322045.687500 Penalty: 3892.490234
	Iteration 33Q: 3 clusters Score -322045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -322048.187500 Penalty: 3892.490234
	Iteration 34Q: 3 clusters Score -322048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -322050.343750 Penalty: 3892.490234
	Iteration 35Q: 3 clusters Score -322050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -322051.125000 Penalty: 3892.490234
	Iteration 36Q: 3 clusters Score -322051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -322052.812500 Penalty: 3892.490234
	Iteration 37Q: 3 clusters Score -322052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -322053.343750 Penalty: 3892.490234
	Iteration 38Q: 3 clusters Score -322053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322054.312500 Penalty: 3892.490234
	Iteration 39Q: 3 clusters Score -322054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322055.406250 Penalty: 3892.490234
	Iteration 40F: 3 clusters Score -322055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -322057.093750 Penalty: 3892.490234
	Iteration 41Q: 3 clusters Score -322057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -322059.843750 Penalty: 3892.490234
	Iteration 42Q: 3 clusters Score -322059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -322063.312500 Penalty: 3892.490234
	Iteration 43Q: 3 clusters Score -322063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -322070.625000 Penalty: 3892.490234
	Iteration 44Q: 3 clusters Score -322070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -322075.312500 Penalty: 3892.490234
	Iteration 45Q: 3 clusters Score -322075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322080.593750 Penalty: 3892.490234
	Iteration 46Q: 3 clusters Score -322080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -322087.156250 Penalty: 3892.490234
	Iteration 47Q: 3 clusters Score -322087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -322091.750000 Penalty: 3892.490234
	Iteration 48Q: 3 clusters Score -322091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -322096.062500 Penalty: 3892.490234
	Iteration 49Q: 3 clusters Score -322096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -322101.812500 Penalty: 3892.490234
	Iteration 50Q: 3 clusters Score -322101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -322106.437500 Penalty: 3892.490234
	Iteration 51Q: 3 clusters Score -322106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -322107.562500 Penalty: 3892.490234
	Iteration 52Q: 3 clusters Score -322107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -322108.812500 Penalty: 3892.490234
	Iteration 53Q: 3 clusters Score -322108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -322113.125000 Penalty: 3892.490234
	Iteration 54Q: 3 clusters Score -322113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -322115.281250 Penalty: 3892.490234
	Iteration 55Q: 3 clusters Score -322115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -322116.718750 Penalty: 3892.490234
	Iteration 56Q: 3 clusters Score -322116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322116.968750 Penalty: 3892.490234
	Iteration 57Q: 3 clusters Score -322117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322116.968750 Penalty: 3892.490234
	Iteration 58F: 3 clusters Score -322117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Entering Unmasked Estep 
Score: -1691593.500000 Penalty: 2359.653564
	Iteration 0F: 2 clusters Score -1691594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1681662.125000 Penalty: 4719.307129
	Iteration 0F: 3 clusters Score -1681662 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1684875.375000 Penalty: 4719.307129
	Iteration 1F: 3 clusters Score -1684875 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1685324.500000 Penalty: 4719.307129
	Iteration 2F: 3 clusters Score -1685324 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1685761.125000 Penalty: 4719.307129
	Iteration 3F: 3 clusters Score -1685761 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1686268.000000 Penalty: 4719.307129
	Iteration 4F: 3 clusters Score -1686268 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1686818.500000 Penalty: 4719.307129
	Iteration 5F: 3 clusters Score -1686818 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1687339.750000 Penalty: 4719.307129
	Iteration 6F: 3 clusters Score -1687340 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1687847.375000 Penalty: 4719.307129
	Iteration 7F: 3 clusters Score -1687847 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1688356.500000 Penalty: 4719.307129
	Iteration 8Q: 3 clusters Score -1688356 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1688822.000000 Penalty: 4719.307129
	Iteration 9Q: 3 clusters Score -1688822 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1689197.625000 Penalty: 4719.307129
	Iteration 10Q: 3 clusters Score -1689198 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1689481.625000 Penalty: 4719.307129
	Iteration 11Q: 3 clusters Score -1689482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1689695.875000 Penalty: 4719.307129
	Iteration 12Q: 3 clusters Score -1689696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1689840.250000 Penalty: 4719.307129
	Iteration 13Q: 3 clusters Score -1689840 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1689968.875000 Penalty: 4719.307129
	Iteration 14Q: 3 clusters Score -1689969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1690055.125000 Penalty: 4719.307129
	Iteration 15Q: 3 clusters Score -1690055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1690126.250000 Penalty: 4719.307129
	Iteration 16Q: 3 clusters Score -1690126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1690168.875000 Penalty: 4719.307129
	Iteration 17Q: 3 clusters Score -1690169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1690192.125000 Penalty: 4719.307129
	Iteration 18Q: 3 clusters Score -1690192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1690223.625000 Penalty: 4719.307129
	Iteration 19Q: 3 clusters Score -1690224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1690246.000000 Penalty: 4719.307129
	Iteration 20F: 3 clusters Score -1690246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1690269.000000 Penalty: 4719.307129
	Iteration 21Q: 3 clusters Score -1690269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1690289.875000 Penalty: 4719.307129
	Iteration 22Q: 3 clusters Score -1690290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1690300.000000 Penalty: 4719.307129
	Iteration 23Q: 3 clusters Score -1690300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1690303.250000 Penalty: 4719.307129
	Iteration 24Q: 3 clusters Score -1690303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1690322.000000 Penalty: 4719.307129
	Iteration 25Q: 3 clusters Score -1690322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1690332.500000 Penalty: 4719.307129
	Iteration 26Q: 3 clusters Score -1690332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1690342.500000 Penalty: 4719.307129
	Iteration 27Q: 3 clusters Score -1690342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1690349.250000 Penalty: 4719.307129
	Iteration 28Q: 3 clusters Score -1690349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1690362.750000 Penalty: 4719.307129
	Iteration 29Q: 3 clusters Score -1690363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1690370.500000 Penalty: 4719.307129
	Iteration 30Q: 3 clusters Score -1690370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1690387.375000 Penalty: 4719.307129
	Iteration 31Q: 3 clusters Score -1690387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1690394.250000 Penalty: 4719.307129
	Iteration 32Q: 3 clusters Score -1690394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1690399.875000 Penalty: 4719.307129
	Iteration 33Q: 3 clusters Score -1690400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1690407.750000 Penalty: 4719.307129
	Iteration 34Q: 3 clusters Score -1690408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1690415.375000 Penalty: 4719.307129
	Iteration 35Q: 3 clusters Score -1690415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1690427.875000 Penalty: 4719.307129
	Iteration 36Q: 3 clusters Score -1690428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1690434.375000 Penalty: 4719.307129
	Iteration 37Q: 3 clusters Score -1690434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1690441.750000 Penalty: 4719.307129
	Iteration 38Q: 3 clusters Score -1690442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1690443.375000 Penalty: 4719.307129
	Iteration 39Q: 3 clusters Score -1690443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1690448.000000 Penalty: 4719.307129
	Iteration 40F: 3 clusters Score -1690448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1690452.000000 Penalty: 4719.307129
	Iteration 41Q: 3 clusters Score -1690452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1690453.250000 Penalty: 4719.307129
	Iteration 42Q: 3 clusters Score -1690453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1690456.500000 Penalty: 4719.307129
	Iteration 43Q: 3 clusters Score -1690456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1690454.000000 Penalty: 4719.307129
	Iteration 44Q: 3 clusters Score -1690454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1690456.875000 Penalty: 4719.307129
	Iteration 45Q: 3 clusters Score -1690457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1690457.625000 Penalty: 4719.307129
	Iteration 46Q: 3 clusters Score -1690458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1690457.875000 Penalty: 4719.307129
	Iteration 47Q: 3 clusters Score -1690458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1690459.125000 Penalty: 4719.307129
	Iteration 48Q: 3 clusters Score -1690459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1690459.125000 Penalty: 4719.307129
	Iteration 49F: 3 clusters Score -1690459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -128501.937500 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -128501.9 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 691 members 
Entering Unmasked Estep 
Score: -126546.812500 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -126546.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127283.398438 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -127283.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127583.460938 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -127583.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127806.085938 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -127806.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127921.367188 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -127921.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128102.671875 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -128102.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128280.281250 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -128280.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128461.421875 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -128461.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128555.734375 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -128555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -128582.882812 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -128582.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -128596.007812 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -128596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -128600.140625 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -128600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -128605.062500 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -128605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128609.921875 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -128609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128609.921875 Penalty: 3582.754639
	Iteration 14F: 3 clusters Score -128609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 53507 members 
Mstep: Class 9 contains 348365 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 36020 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 15082 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50175 members 
Mstep: Class 30 contains 14306 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 301 members 
Entering Unmasked Estep 
Score: -104954240.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104955800.000000 to -104954240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1413310.625000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1413311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1404952.375000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1404952 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1407386.500000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1407386 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1407700.000000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1407700 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1407932.375000 Penalty: 4619.286621
	Iteration 3Q: 3 clusters Score -1407932 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1408124.250000 Penalty: 4619.286621
	Iteration 4Q: 3 clusters Score -1408124 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1408313.250000 Penalty: 4619.286621
	Iteration 5Q: 3 clusters Score -1408313 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1408508.125000 Penalty: 4619.286621
	Iteration 6Q: 3 clusters Score -1408508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1408731.250000 Penalty: 4619.286621
	Iteration 7Q: 3 clusters Score -1408731 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1408961.125000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1408961 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1409207.125000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1409207 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1409449.625000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1409450 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1409695.000000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1409695 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1409947.125000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1409947 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1410196.875000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1410197 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1410434.750000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1410435 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1410651.875000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1410652 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1410847.125000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1410847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1410979.250000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1410979 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1411096.750000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1411097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1411166.875000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1411167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1411219.500000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1411220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1411260.500000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1411260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1411295.250000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1411295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1411309.000000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1411309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1411322.875000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1411323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1411329.500000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1411330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1411329.125000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1411329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1411330.125000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1411330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1411330.125000 Penalty: 4619.286621
	Iteration 28F: 3 clusters Score -1411330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Entering Unmasked Estep 
Score: -4684650.000000 Penalty: 2601.973877
	Iteration 0F: 2 clusters Score -4684650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4660174.500000 Penalty: 5203.947754
	Iteration 0F: 3 clusters Score -4660174 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4669135.500000 Penalty: 5203.947754
	Iteration 1F: 3 clusters Score -4669136 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4669618.000000 Penalty: 5203.947754
	Iteration 2Q: 3 clusters Score -4669618 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4670054.500000 Penalty: 5203.947754
	Iteration 3Q: 3 clusters Score -4670054 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4670465.500000 Penalty: 5203.947754
	Iteration 4Q: 3 clusters Score -4670466 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4670969.500000 Penalty: 5203.947754
	Iteration 5Q: 3 clusters Score -4670970 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4671622.500000 Penalty: 5203.947754
	Iteration 6Q: 3 clusters Score -4671622 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4672567.000000 Penalty: 5203.947754
	Iteration 7Q: 3 clusters Score -4672567 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4673823.500000 Penalty: 5203.947754
	Iteration 8F: 3 clusters Score -4673824 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4675378.500000 Penalty: 5203.947754
	Iteration 9F: 3 clusters Score -4675378 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4677165.000000 Penalty: 5203.947754
	Iteration 10F: 3 clusters Score -4677165 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4678790.500000 Penalty: 5203.947754
	Iteration 11F: 3 clusters Score -4678790 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4680041.000000 Penalty: 5203.947754
	Iteration 12Q: 3 clusters Score -4680041 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4680939.000000 Penalty: 5203.947754
	Iteration 13Q: 3 clusters Score -4680939 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4681502.000000 Penalty: 5203.947754
	Iteration 14Q: 3 clusters Score -4681502 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4681827.000000 Penalty: 5203.947754
	Iteration 15Q: 3 clusters Score -4681827 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4682041.000000 Penalty: 5203.947754
	Iteration 16Q: 3 clusters Score -4682041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4682144.000000 Penalty: 5203.947754
	Iteration 17Q: 3 clusters Score -4682144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4682221.500000 Penalty: 5203.947754
	Iteration 18Q: 3 clusters Score -4682222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4682258.000000 Penalty: 5203.947754
	Iteration 19Q: 3 clusters Score -4682258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4682301.000000 Penalty: 5203.947754
	Iteration 20F: 3 clusters Score -4682301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4682332.000000 Penalty: 5203.947754
	Iteration 21Q: 3 clusters Score -4682332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4682359.000000 Penalty: 5203.947754
	Iteration 22Q: 3 clusters Score -4682359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4682373.000000 Penalty: 5203.947754
	Iteration 23Q: 3 clusters Score -4682373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4682372.000000 Penalty: 5203.947754
	Iteration 24Q: 3 clusters Score -4682372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4682377.500000 Penalty: 5203.947754
	Iteration 25Q: 3 clusters Score -4682378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4682384.000000 Penalty: 5203.947754
	Iteration 26Q: 3 clusters Score -4682384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4682392.000000 Penalty: 5203.947754
	Iteration 27Q: 3 clusters Score -4682392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4682394.500000 Penalty: 5203.947754
	Iteration 28Q: 3 clusters Score -4682394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4682395.000000 Penalty: 5203.947754
	Iteration 29Q: 3 clusters Score -4682395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4682395.000000 Penalty: 5203.947754
	Iteration 30F: 3 clusters Score -4682395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 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 203 members 
Entering Unmasked Estep 
Score: -44984.937500 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44984.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45304.152344 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45304.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45471.320312 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45471.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45553.332031 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -45553.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45645.839844 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -45645.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45699.140625 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -45699.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45726.601562 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -45726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45744.421875 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -45744.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45773.792969 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -45773.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45803.046875 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -45803.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45835.921875 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -45835.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45901.121094 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -45901.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45988.757812 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -45988.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46047.652344 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -46047.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46099.871094 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -46099.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46139.718750 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -46139.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46151.863281 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -46151.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46153.550781 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -46153.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46157.812500 Penalty: 3026.869141
	Iteration 18F: 3 clusters Score -46157.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46171.640625 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -46171.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46173.339844 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -46173.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Entering Unmasked Estep 
Score: -5640810.000000 Penalty: 2653.265137
	Iteration 0F: 2 clusters Score -5640810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5610861.000000 Penalty: 5306.530273
	Iteration 0F: 3 clusters Score -5610861 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5621859.500000 Penalty: 5306.530273
	Iteration 1F: 3 clusters Score -5621860 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5622329.500000 Penalty: 5306.530273
	Iteration 2Q: 3 clusters Score -5622330 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -5622709.000000 Penalty: 5306.530273
	Iteration 3Q: 3 clusters Score -5622709 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5623087.500000 Penalty: 5306.530273
	Iteration 4Q: 3 clusters Score -5623088 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5623470.000000 Penalty: 5306.530273
	Iteration 5Q: 3 clusters Score -5623470 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5623950.500000 Penalty: 5306.530273
	Iteration 6Q: 3 clusters Score -5623950 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5624534.000000 Penalty: 5306.530273
	Iteration 7Q: 3 clusters Score -5624534 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5625305.500000 Penalty: 5306.530273
	Iteration 8Q: 3 clusters Score -5625306 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5626458.000000 Penalty: 5306.530273
	Iteration 9Q: 3 clusters Score -5626458 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5628023.000000 Penalty: 5306.530273
	Iteration 10F: 3 clusters Score -5628023 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -5629804.000000 Penalty: 5306.530273
	Iteration 11F: 3 clusters Score -5629804 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -5631566.000000 Penalty: 5306.530273
	Iteration 12F: 3 clusters Score -5631566 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5633362.000000 Penalty: 5306.530273
	Iteration 13F: 3 clusters Score -5633362 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5634967.000000 Penalty: 5306.530273
	Iteration 14Q: 3 clusters Score -5634967 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5636336.500000 Penalty: 5306.530273
	Iteration 15Q: 3 clusters Score -5636336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5637378.500000 Penalty: 5306.530273
	Iteration 16Q: 3 clusters Score -5637378 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5637984.000000 Penalty: 5306.530273
	Iteration 17Q: 3 clusters Score -5637984 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5638251.000000 Penalty: 5306.530273
	Iteration 18Q: 3 clusters Score -5638251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5638352.000000 Penalty: 5306.530273
	Iteration 19Q: 3 clusters Score -5638352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5638399.000000 Penalty: 5306.530273
	Iteration 20F: 3 clusters Score -5638399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -5638436.000000 Penalty: 5306.530273
	Iteration 21Q: 3 clusters Score -5638436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -5638459.500000 Penalty: 5306.530273
	Iteration 22Q: 3 clusters Score -5638460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5638475.000000 Penalty: 5306.530273
	Iteration 23Q: 3 clusters Score -5638475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5638473.000000 Penalty: 5306.530273
	Iteration 24Q: 3 clusters Score -5638473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5638475.500000 Penalty: 5306.530273
	Iteration 25Q: 3 clusters Score -5638476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5638487.000000 Penalty: 5306.530273
	Iteration 26Q: 3 clusters Score -5638487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5638502.500000 Penalty: 5306.530273
	Iteration 27Q: 3 clusters Score -5638502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5638506.000000 Penalty: 5306.530273
	Iteration 28Q: 3 clusters Score -5638506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5638513.500000 Penalty: 5306.530273
	Iteration 29Q: 3 clusters Score -5638514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5638515.500000 Penalty: 5306.530273
	Iteration 30Q: 3 clusters Score -5638516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5638522.500000 Penalty: 5306.530273
	Iteration 31Q: 3 clusters Score -5638522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5638522.500000 Penalty: 5306.530273
	Iteration 32F: 3 clusters Score -5638522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Entering Unmasked Estep 
Score: -3005136.250000 Penalty: 2494.630615
	Iteration 0F: 2 clusters Score -3005136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2989039.750000 Penalty: 4989.261230
	Iteration 0F: 3 clusters Score -2989040 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2994470.000000 Penalty: 4989.261230
	Iteration 1F: 3 clusters Score -2994470 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2994878.250000 Penalty: 4989.261230
	Iteration 2F: 3 clusters Score -2994878 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2995247.000000 Penalty: 4989.261230
	Iteration 3Q: 3 clusters Score -2995247 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2995574.750000 Penalty: 4989.261230
	Iteration 4Q: 3 clusters Score -2995575 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2995924.000000 Penalty: 4989.261230
	Iteration 5Q: 3 clusters Score -2995924 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2996309.500000 Penalty: 4989.261230
	Iteration 6Q: 3 clusters Score -2996310 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3003766 nChanged 242
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Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3003914 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3003978 nChanged 188
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Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3004020 nChanged 182
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3004064 nChanged 164
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3004102 nChanged 129
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Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3004132 nChanged 107
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Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3004146 nChanged 91
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Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3004157 nChanged 79
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Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3004170 nChanged 71
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3004187 nChanged 61
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3004194 nChanged 42
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Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3004199 nChanged 30
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Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3004212 nChanged 31
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Mstep: Class 1 contains 8060 members 
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	Iteration 42Q: 3 clusters Score -3004210 nChanged 26
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Mstep: Class 1 contains 8034 members 
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	Iteration 43Q: 3 clusters Score -3004215 nChanged 31
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Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3004222 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3004237 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3004244 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3004252 nChanged 39
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Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3004250 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3004246 nChanged 35
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Mstep: Class 1 contains 7715 members 
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Mstep: Class 1 contains 7687 members 
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	Iteration 53Q: 3 clusters Score -3004245 nChanged 29
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Mstep: Class 1 contains 7658 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3004256 nChanged 29
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Mstep: Class 1 contains 7604 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3004260 nChanged 25
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Mstep: Class 1 contains 7579 members 
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	Iteration 58Q: 3 clusters Score -3004268 nChanged 27
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Mstep: Class 1 contains 7523 members 
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	Iteration 59Q: 3 clusters Score -3004264 nChanged 25
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Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3004268 nChanged 36
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Mstep: Class 1 contains 7462 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7434 members 
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	Iteration 62Q: 3 clusters Score -3004272 nChanged 26
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Mstep: Class 1 contains 7410 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3004277 nChanged 24
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Mstep: Class 1 contains 7386 members 
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	Iteration 64Q: 3 clusters Score -3004286 nChanged 26
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Mstep: Class 1 contains 7360 members 
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Mstep: Class 1 contains 7336 members 
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	Iteration 66Q: 3 clusters Score -3004288 nChanged 34
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Mstep: Class 1 contains 7302 members 
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	Iteration 67Q: 3 clusters Score -3004286 nChanged 28
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Mstep: Class 1 contains 7274 members 
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	Iteration 68Q: 3 clusters Score -3004280 nChanged 33
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Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16124 members 
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	Iteration 69Q: 3 clusters Score -3004280 nChanged 26
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Mstep: Class 1 contains 7215 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3004289 nChanged 28
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Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3004294 nChanged 28
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Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 16204 members 
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	Iteration 72Q: 3 clusters Score -3004294 nChanged 15
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Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 16219 members 
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	Iteration 73Q: 3 clusters Score -3004294 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7130 members 
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	Iteration 74Q: 3 clusters Score -3004295 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3004296 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 16264 members 
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	Iteration 76Q: 3 clusters Score -3004300 nChanged 13
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Mstep: Class 1 contains 7088 members 
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	Iteration 77Q: 3 clusters Score -3004301 nChanged 14
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Mstep: Class 1 contains 7074 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3004302 nChanged 10
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Mstep: Class 1 contains 7064 members 
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	Iteration 79Q: 3 clusters Score -3004298 nChanged 11
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Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 16312 members 
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	Iteration 80F: 3 clusters Score -3004297 nChanged 13
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Mstep: Class 1 contains 7040 members 
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	Iteration 81Q: 3 clusters Score -3004296 nChanged 10
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Mstep: Class 1 contains 7030 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3004308 nChanged 10
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Mstep: Class 1 contains 7020 members 
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	Iteration 83Q: 3 clusters Score -3004305 nChanged 11
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Mstep: Class 1 contains 7009 members 
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	Iteration 84Q: 3 clusters Score -3004307 nChanged 8
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Mstep: Class 1 contains 7001 members 
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	Iteration 85Q: 3 clusters Score -3004316 nChanged 4
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 16368 members 
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	Iteration 86Q: 3 clusters Score -3004310 nChanged 3
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Mstep: Class 1 contains 6994 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3004312 nChanged 3
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Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3004313 nChanged 4
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Mstep: Class 1 contains 6987 members 
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	Iteration 89Q: 3 clusters Score -3004313 nChanged 4
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Mstep: Class 1 contains 6983 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3004316 nChanged 6
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Mstep: Class 1 contains 6977 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3004314 nChanged 5
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Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3004317 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
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	Iteration 93Q: 3 clusters Score -3004318 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3004315 nChanged 3
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Mstep: Class 1 contains 6959 members 
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	Iteration 95Q: 3 clusters Score -3004316 nChanged 4
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Mstep: Class 1 contains 6955 members 
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	Iteration 96Q: 3 clusters Score -3004314 nChanged 5
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Mstep: Class 1 contains 6950 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3004316 nChanged 5
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Mstep: Class 1 contains 6945 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3004321 nChanged 7
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Mstep: Class 1 contains 6938 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3004314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3004317.250000 Penalty: 4989.261230
	Iteration 100F: 3 clusters Score -3004317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3004317.000000 Penalty: 4989.261230
	Iteration 101Q: 3 clusters Score -3004317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3004318.500000 Penalty: 4989.261230
	Iteration 102Q: 3 clusters Score -3004318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3004315.750000 Penalty: 4989.261230
	Iteration 103Q: 3 clusters Score -3004316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3004319.000000 Penalty: 4989.261230
	Iteration 104Q: 3 clusters Score -3004319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3004322.000000 Penalty: 4989.261230
	Iteration 105Q: 3 clusters Score -3004322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3004317.000000 Penalty: 4989.261230
	Iteration 106Q: 3 clusters Score -3004317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3004323.750000 Penalty: 4989.261230
	Iteration 107Q: 3 clusters Score -3004324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3004322.500000 Penalty: 4989.261230
	Iteration 108Q: 3 clusters Score -3004322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3004313.500000 Penalty: 4989.261230
	Iteration 109Q: 3 clusters Score -3004314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3004321.000000 Penalty: 4989.261230
	Iteration 110Q: 3 clusters Score -3004321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3004321.750000 Penalty: 4989.261230
	Iteration 111Q: 3 clusters Score -3004322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3004323.250000 Penalty: 4989.261230
	Iteration 112Q: 3 clusters Score -3004323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3004320.000000 Penalty: 4989.261230
	Iteration 113Q: 3 clusters Score -3004320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3004324.000000 Penalty: 4989.261230
	Iteration 114Q: 3 clusters Score -3004324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3004323.750000 Penalty: 4989.261230
	Iteration 115Q: 3 clusters Score -3004324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3004318.500000 Penalty: 4989.261230
	Iteration 116Q: 3 clusters Score -3004318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3004316.500000 Penalty: 4989.261230
	Iteration 117Q: 3 clusters Score -3004316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3004315.000000 Penalty: 4989.261230
	Iteration 118Q: 3 clusters Score -3004315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3004317.250000 Penalty: 4989.261230
	Iteration 119Q: 3 clusters Score -3004317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3004317.250000 Penalty: 4989.261230
	Iteration 120F: 3 clusters Score -3004317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -528430.375000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -528430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -524391.875000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -524391.9 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -525327.812500 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -525327.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -525574.812500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -525574.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -525737.687500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -525737.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -525860.937500 Penalty: 4152.938965
	Iteration 4Q: 3 clusters Score -525860.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -526028.062500 Penalty: 4152.938965
	Iteration 5Q: 3 clusters Score -526028.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -526166.625000 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -526166.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -526253.000000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -526253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -526322.937500 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -526322.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -526404.000000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -526404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -526493.812500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -526493.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -526580.562500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -526580.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -526693.125000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -526693.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -526802.250000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -526802.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -526893.750000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -526893.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -526970.125000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -526970.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -527036.250000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -527036.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -527082.125000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -527082.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -527114.812500 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -527114.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -527142.812500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -527142.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -527165.250000 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -527165.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -527192.375000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -527192.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -527217.437500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -527217.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -527237.250000 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -527237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -527256.062500 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -527256.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -527274.500000 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -527274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -527286.562500 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -527286.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -527299.312500 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -527299.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -527304.750000 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -527304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -527310.187500 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -527310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -527317.937500 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -527317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527329.000000 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -527329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -527335.875000 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -527335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -527342.875000 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -527342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -527346.937500 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -527346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -527349.937500 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -527349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -527353.062500 Penalty: 4152.938965
	Iteration 36Q: 3 clusters Score -527353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -527353.812500 Penalty: 4152.938965
	Iteration 37Q: 3 clusters Score -527353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -527355.000000 Penalty: 4152.938965
	Iteration 38Q: 3 clusters Score -527355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527356.250000 Penalty: 4152.938965
	Iteration 39Q: 3 clusters Score -527356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -527357.250000 Penalty: 4152.938965
	Iteration 40F: 3 clusters Score -527357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527359.687500 Penalty: 4152.938965
	Iteration 41Q: 3 clusters Score -527359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527360.687500 Penalty: 4152.938965
	Iteration 42Q: 3 clusters Score -527360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527360.625000 Penalty: 4152.938965
	Iteration 43Q: 3 clusters Score -527360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527361.625000 Penalty: 4152.938965
	Iteration 44Q: 3 clusters Score -527361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527362.062500 Penalty: 4152.938965
	Iteration 45Q: 3 clusters Score -527362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527362.062500 Penalty: 4152.938965
	Iteration 46F: 3 clusters Score -527362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Entering Unmasked Estep 
Score: -1703820.875000 Penalty: 2386.269043
	Iteration 0F: 2 clusters Score -1703821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1692881.125000 Penalty: 4772.538086
	Iteration 0F: 3 clusters Score -1692881 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1696652.625000 Penalty: 4772.538086
	Iteration 1F: 3 clusters Score -1696653 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1697290.625000 Penalty: 4772.538086
	Iteration 2F: 3 clusters Score -1697291 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1697966.750000 Penalty: 4772.538086
	Iteration 3F: 3 clusters Score -1697967 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1698683.375000 Penalty: 4772.538086
	Iteration 4F: 3 clusters Score -1698683 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1699261.250000 Penalty: 4772.538086
	Iteration 5F: 3 clusters Score -1699261 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1699785.875000 Penalty: 4772.538086
	Iteration 6F: 3 clusters Score -1699786 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1700173.750000 Penalty: 4772.538086
	Iteration 7Q: 3 clusters Score -1700174 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1700462.125000 Penalty: 4772.538086
	Iteration 8Q: 3 clusters Score -1700462 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1700695.125000 Penalty: 4772.538086
	Iteration 9Q: 3 clusters Score -1700695 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1700935.125000 Penalty: 4772.538086
	Iteration 10Q: 3 clusters Score -1700935 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1701132.875000 Penalty: 4772.538086
	Iteration 11Q: 3 clusters Score -1701133 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1701297.000000 Penalty: 4772.538086
	Iteration 12Q: 3 clusters Score -1701297 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1701439.625000 Penalty: 4772.538086
	Iteration 13Q: 3 clusters Score -1701440 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1701547.000000 Penalty: 4772.538086
	Iteration 14Q: 3 clusters Score -1701547 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1701639.875000 Penalty: 4772.538086
	Iteration 15Q: 3 clusters Score -1701640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1701729.250000 Penalty: 4772.538086
	Iteration 16Q: 3 clusters Score -1701729 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1701801.625000 Penalty: 4772.538086
	Iteration 17Q: 3 clusters Score -1701802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1701873.625000 Penalty: 4772.538086
	Iteration 18Q: 3 clusters Score -1701874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1701921.500000 Penalty: 4772.538086
	Iteration 19Q: 3 clusters Score -1701922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1701959.625000 Penalty: 4772.538086
	Iteration 20F: 3 clusters Score -1701960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1701986.250000 Penalty: 4772.538086
	Iteration 21Q: 3 clusters Score -1701986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1701997.625000 Penalty: 4772.538086
	Iteration 22Q: 3 clusters Score -1701998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1702009.125000 Penalty: 4772.538086
	Iteration 23Q: 3 clusters Score -1702009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1702028.500000 Penalty: 4772.538086
	Iteration 24Q: 3 clusters Score -1702028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1702039.125000 Penalty: 4772.538086
	Iteration 25Q: 3 clusters Score -1702039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1702055.125000 Penalty: 4772.538086
	Iteration 26Q: 3 clusters Score -1702055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1702058.750000 Penalty: 4772.538086
	Iteration 27Q: 3 clusters Score -1702059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1702068.875000 Penalty: 4772.538086
	Iteration 28Q: 3 clusters Score -1702069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1702072.250000 Penalty: 4772.538086
	Iteration 29Q: 3 clusters Score -1702072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1702073.000000 Penalty: 4772.538086
	Iteration 30Q: 3 clusters Score -1702073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1702074.125000 Penalty: 4772.538086
	Iteration 31Q: 3 clusters Score -1702074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1702078.375000 Penalty: 4772.538086
	Iteration 32Q: 3 clusters Score -1702078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1702082.875000 Penalty: 4772.538086
	Iteration 33Q: 3 clusters Score -1702083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1702083.125000 Penalty: 4772.538086
	Iteration 34Q: 3 clusters Score -1702083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1702086.000000 Penalty: 4772.538086
	Iteration 35Q: 3 clusters Score -1702086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1702086.125000 Penalty: 4772.538086
	Iteration 36Q: 3 clusters Score -1702086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1702084.250000 Penalty: 4772.538086
	Iteration 37Q: 3 clusters Score -1702084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1702085.500000 Penalty: 4772.538086
	Iteration 38Q: 3 clusters Score -1702086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1702085.500000 Penalty: 4772.538086
	Iteration 39F: 3 clusters Score -1702086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -1991704.250000 Penalty: 2386.071777
	Iteration 0F: 2 clusters Score -1991704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1980660.750000 Penalty: 4772.143555
	Iteration 0F: 3 clusters Score -1980661 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1984162.125000 Penalty: 4772.143555
	Iteration 1F: 3 clusters Score -1984162 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1984552.375000 Penalty: 4772.143555
	Iteration 2F: 3 clusters Score -1984552 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1984869.375000 Penalty: 4772.143555
	Iteration 3F: 3 clusters Score -1984869 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1985137.500000 Penalty: 4772.143555
	Iteration 4Q: 3 clusters Score -1985138 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1985391.000000 Penalty: 4772.143555
	Iteration 5Q: 3 clusters Score -1985391 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1985661.375000 Penalty: 4772.143555
	Iteration 6Q: 3 clusters Score -1985661 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1985969.250000 Penalty: 4772.143555
	Iteration 7Q: 3 clusters Score -1985969 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1986334.875000 Penalty: 4772.143555
	Iteration 8Q: 3 clusters Score -1986335 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1986752.750000 Penalty: 4772.143555
	Iteration 9Q: 3 clusters Score -1986753 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1987254.625000 Penalty: 4772.143555
	Iteration 10Q: 3 clusters Score -1987255 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1987814.125000 Penalty: 4772.143555
	Iteration 11Q: 3 clusters Score -1987814 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1988288.125000 Penalty: 4772.143555
	Iteration 12Q: 3 clusters Score -1988288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1988677.875000 Penalty: 4772.143555
	Iteration 13Q: 3 clusters Score -1988678 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1988955.125000 Penalty: 4772.143555
	Iteration 14Q: 3 clusters Score -1988955 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1989137.750000 Penalty: 4772.143555
	Iteration 15Q: 3 clusters Score -1989138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1989299.750000 Penalty: 4772.143555
	Iteration 16Q: 3 clusters Score -1989300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1989402.125000 Penalty: 4772.143555
	Iteration 17Q: 3 clusters Score -1989402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1989464.125000 Penalty: 4772.143555
	Iteration 18Q: 3 clusters Score -1989464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1989517.625000 Penalty: 4772.143555
	Iteration 19Q: 3 clusters Score -1989518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1989549.500000 Penalty: 4772.143555
	Iteration 20F: 3 clusters Score -1989550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1989572.250000 Penalty: 4772.143555
	Iteration 21Q: 3 clusters Score -1989572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1989587.500000 Penalty: 4772.143555
	Iteration 22Q: 3 clusters Score -1989588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1989598.500000 Penalty: 4772.143555
	Iteration 23Q: 3 clusters Score -1989598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1989607.500000 Penalty: 4772.143555
	Iteration 24Q: 3 clusters Score -1989608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1989612.375000 Penalty: 4772.143555
	Iteration 25Q: 3 clusters Score -1989612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1989624.000000 Penalty: 4772.143555
	Iteration 26Q: 3 clusters Score -1989624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1989636.500000 Penalty: 4772.143555
	Iteration 27Q: 3 clusters Score -1989636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1989642.625000 Penalty: 4772.143555
	Iteration 28Q: 3 clusters Score -1989643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1989645.250000 Penalty: 4772.143555
	Iteration 29Q: 3 clusters Score -1989645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1989646.625000 Penalty: 4772.143555
	Iteration 30Q: 3 clusters Score -1989647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1989652.000000 Penalty: 4772.143555
	Iteration 31Q: 3 clusters Score -1989652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1989653.875000 Penalty: 4772.143555
	Iteration 32Q: 3 clusters Score -1989654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1989651.500000 Penalty: 4772.143555
	Iteration 33Q: 3 clusters Score -1989652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1989651.000000 Penalty: 4772.143555
	Iteration 34Q: 3 clusters Score -1989651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1989651.000000 Penalty: 4772.143555
	Iteration 35F: 3 clusters Score -1989651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -438043.906250 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -438043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -434509.750000 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -434509.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -435258.875000 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -435258.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435420.218750 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -435420.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435505.125000 Penalty: 4041.772461
	Iteration 3Q: 3 clusters Score -435505.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -435553.000000 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -435553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -435577.687500 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -435577.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -435600.312500 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -435600.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435613.500000 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -435613.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435621.281250 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -435621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435626.000000 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -435626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -435633.968750 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -435634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -435640.593750 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -435640.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -435650.375000 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -435650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -435658.500000 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -435658.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -435668.500000 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -435668.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435676.625000 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -435676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -435687.062500 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -435687.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -435700.156250 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -435700.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435709.687500 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -435709.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -435716.875000 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -435716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -435721.687500 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -435721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435724.875000 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -435724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -435727.687500 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -435727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -435729.250000 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -435729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -435730.437500 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -435730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -435733.312500 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -435733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -435735.562500 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -435735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -435736.312500 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -435736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435736.625000 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -435736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -435736.281250 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -435736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -435736.281250 Penalty: 4041.772461
	Iteration 30F: 3 clusters Score -435736.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -258855.984375 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -258856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256169.828125 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -256169.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -256635.171875 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -256635.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -256743.843750 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -256743.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256812.046875 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -256812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -256842.406250 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -256842.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -256867.671875 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -256867.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -256879.812500 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -256879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -256883.406250 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -256883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -256887.375000 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -256887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -256890.609375 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -256890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -256893.468750 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -256893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -256896.734375 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -256896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -256899.859375 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -256899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256900.468750 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -256900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256902.562500 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -256902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256905.375000 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -256905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -256908.765625 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -256908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256912.718750 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -256912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -256916.828125 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -256916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256919.578125 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -256919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -256924.265625 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -256924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256929.343750 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -256929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -256933.312500 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -256933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -256936.796875 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -256936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -256938.171875 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -256938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -256939.718750 Penalty: 3799.416748
	Iteration 25Q: 3 clusters Score -256939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -256941.765625 Penalty: 3799.416748
	Iteration 26Q: 3 clusters Score -256941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -256943.421875 Penalty: 3799.416748
	Iteration 27Q: 3 clusters Score -256943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -256944.140625 Penalty: 3799.416748
	Iteration 28Q: 3 clusters Score -256944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -256944.140625 Penalty: 3799.416748
	Iteration 29F: 3 clusters Score -256944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -981012.500000 Penalty: 2257.206787
	Iteration 0F: 2 clusters Score -981012.5 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 4508 members 
Entering Unmasked Estep 
Score: -974079.937500 Penalty: 4514.413574
	Iteration 0F: 3 clusters Score -974079.9 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -976592.062500 Penalty: 4514.413574
	Iteration 1F: 3 clusters Score -976592.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -977551.375000 Penalty: 4514.413574
	Iteration 2F: 3 clusters Score -977551.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -978443.312500 Penalty: 4514.413574
	Iteration 3F: 3 clusters Score -978443.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -979011.500000 Penalty: 4514.413574
	Iteration 4F: 3 clusters Score -979011.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -979345.000000 Penalty: 4514.413574
	Iteration 5F: 3 clusters Score -979345 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -979585.312500 Penalty: 4514.413574
	Iteration 6Q: 3 clusters Score -979585.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -979754.375000 Penalty: 4514.413574
	Iteration 7Q: 3 clusters Score -979754.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -979874.937500 Penalty: 4514.413574
	Iteration 8Q: 3 clusters Score -979874.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -979952.062500 Penalty: 4514.413574
	Iteration 9Q: 3 clusters Score -979952.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -980019.750000 Penalty: 4514.413574
	Iteration 10Q: 3 clusters Score -980019.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -980070.187500 Penalty: 4514.413574
	Iteration 11Q: 3 clusters Score -980070.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -980099.937500 Penalty: 4514.413574
	Iteration 12Q: 3 clusters Score -980099.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -980121.312500 Penalty: 4514.413574
	Iteration 13Q: 3 clusters Score -980121.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -980141.937500 Penalty: 4514.413574
	Iteration 14Q: 3 clusters Score -980141.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -980171.875000 Penalty: 4514.413574
	Iteration 15Q: 3 clusters Score -980171.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -980194.562500 Penalty: 4514.413574
	Iteration 16Q: 3 clusters Score -980194.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -980216.812500 Penalty: 4514.413574
	Iteration 17Q: 3 clusters Score -980216.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -980238.875000 Penalty: 4514.413574
	Iteration 18Q: 3 clusters Score -980238.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -980255.000000 Penalty: 4514.413574
	Iteration 19Q: 3 clusters Score -980255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -980276.875000 Penalty: 4514.413574
	Iteration 20F: 3 clusters Score -980276.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -980285.750000 Penalty: 4514.413574
	Iteration 21Q: 3 clusters Score -980285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -980297.562500 Penalty: 4514.413574
	Iteration 22Q: 3 clusters Score -980297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -980303.875000 Penalty: 4514.413574
	Iteration 23Q: 3 clusters Score -980303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -980312.625000 Penalty: 4514.413574
	Iteration 24Q: 3 clusters Score -980312.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -980317.437500 Penalty: 4514.413574
	Iteration 25Q: 3 clusters Score -980317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -980323.312500 Penalty: 4514.413574
	Iteration 26Q: 3 clusters Score -980323.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -980329.500000 Penalty: 4514.413574
	Iteration 27Q: 3 clusters Score -980329.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -980334.875000 Penalty: 4514.413574
	Iteration 28Q: 3 clusters Score -980334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -980338.625000 Penalty: 4514.413574
	Iteration 29Q: 3 clusters Score -980338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -980342.375000 Penalty: 4514.413574
	Iteration 30Q: 3 clusters Score -980342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -980346.187500 Penalty: 4514.413574
	Iteration 31Q: 3 clusters Score -980346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -980347.375000 Penalty: 4514.413574
	Iteration 32Q: 3 clusters Score -980347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -980347.625000 Penalty: 4514.413574
	Iteration 33Q: 3 clusters Score -980347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -980346.375000 Penalty: 4514.413574
	Iteration 34Q: 3 clusters Score -980346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -980346.875000 Penalty: 4514.413574
	Iteration 35Q: 3 clusters Score -980346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -980346.875000 Penalty: 4514.413574
	Iteration 36F: 3 clusters Score -980346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Entering Unmasked Estep 
Score: -6561621.500000 Penalty: 2684.171387
	Iteration 0F: 2 clusters Score -6561622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6527822.500000 Penalty: 5368.342773
	Iteration 0F: 3 clusters Score -6527822 nChanged 22993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -6540892.500000 Penalty: 5368.342773
	Iteration 1F: 3 clusters Score -6540892 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -6541887.000000 Penalty: 5368.342773
	Iteration 2Q: 3 clusters Score -6541887 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -6543224.500000 Penalty: 5368.342773
	Iteration 3F: 3 clusters Score -6543224 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -6545238.000000 Penalty: 5368.342773
	Iteration 4F: 3 clusters Score -6545238 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -6548401.000000 Penalty: 5368.342773
	Iteration 5F: 3 clusters Score -6548401 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6552396.000000 Penalty: 5368.342773
	Iteration 6F: 3 clusters Score -6552396 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -6555793.500000 Penalty: 5368.342773
	Iteration 7F: 3 clusters Score -6555794 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6557759.500000 Penalty: 5368.342773
	Iteration 8Q: 3 clusters Score -6557760 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6558785.500000 Penalty: 5368.342773
	Iteration 9Q: 3 clusters Score -6558786 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6559304.000000 Penalty: 5368.342773
	Iteration 10Q: 3 clusters Score -6559304 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6559559.500000 Penalty: 5368.342773
	Iteration 11Q: 3 clusters Score -6559560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6559685.000000 Penalty: 5368.342773
	Iteration 12Q: 3 clusters Score -6559685 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6559725.000000 Penalty: 5368.342773
	Iteration 13Q: 3 clusters Score -6559725 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6559780.500000 Penalty: 5368.342773
	Iteration 14Q: 3 clusters Score -6559780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6559803.500000 Penalty: 5368.342773
	Iteration 15Q: 3 clusters Score -6559804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6559817.000000 Penalty: 5368.342773
	Iteration 16Q: 3 clusters Score -6559817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6559842.500000 Penalty: 5368.342773
	Iteration 17Q: 3 clusters Score -6559842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6559858.000000 Penalty: 5368.342773
	Iteration 18Q: 3 clusters Score -6559858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6559855.500000 Penalty: 5368.342773
	Iteration 19Q: 3 clusters Score -6559856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6559863.500000 Penalty: 5368.342773
	Iteration 20F: 3 clusters Score -6559864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6559868.000000 Penalty: 5368.342773
	Iteration 21Q: 3 clusters Score -6559868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6559867.500000 Penalty: 5368.342773
	Iteration 22Q: 3 clusters Score -6559868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6559860.000000 Penalty: 5368.342773
	Iteration 23Q: 3 clusters Score -6559860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6559868.500000 Penalty: 5368.342773
	Iteration 24Q: 3 clusters Score -6559868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6559875.000000 Penalty: 5368.342773
	Iteration 25Q: 3 clusters Score -6559875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6559867.500000 Penalty: 5368.342773
	Iteration 26Q: 3 clusters Score -6559868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6559877.000000 Penalty: 5368.342773
	Iteration 27Q: 3 clusters Score -6559877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6559888.000000 Penalty: 5368.342773
	Iteration 28Q: 3 clusters Score -6559888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6559895.000000 Penalty: 5368.342773
	Iteration 29Q: 3 clusters Score -6559895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6559890.500000 Penalty: 5368.342773
	Iteration 30Q: 3 clusters Score -6559890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6559891.000000 Penalty: 5368.342773
	Iteration 31Q: 3 clusters Score -6559891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6559882.500000 Penalty: 5368.342773
	Iteration 32Q: 3 clusters Score -6559882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6559882.500000 Penalty: 5368.342773
	Iteration 33F: 3 clusters Score -6559882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Entering Unmasked Estep 
Score: -1887730.875000 Penalty: 2372.971924
	Iteration 0F: 2 clusters Score -1887731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1877299.125000 Penalty: 4745.943848
	Iteration 0F: 3 clusters Score -1877299 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1880466.750000 Penalty: 4745.943848
	Iteration 1F: 3 clusters Score -1880467 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1880807.375000 Penalty: 4745.943848
	Iteration 2F: 3 clusters Score -1880807 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1881047.125000 Penalty: 4745.943848
	Iteration 3Q: 3 clusters Score -1881047 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1881253.875000 Penalty: 4745.943848
	Iteration 4Q: 3 clusters Score -1881254 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1881452.500000 Penalty: 4745.943848
	Iteration 5Q: 3 clusters Score -1881452 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1881669.375000 Penalty: 4745.943848
	Iteration 6Q: 3 clusters Score -1881669 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1881908.750000 Penalty: 4745.943848
	Iteration 7Q: 3 clusters Score -1881909 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1882217.875000 Penalty: 4745.943848
	Iteration 8Q: 3 clusters Score -1882218 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1882665.375000 Penalty: 4745.943848
	Iteration 9Q: 3 clusters Score -1882665 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1883215.125000 Penalty: 4745.943848
	Iteration 10F: 3 clusters Score -1883215 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1883785.375000 Penalty: 4745.943848
	Iteration 11F: 3 clusters Score -1883785 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1884354.875000 Penalty: 4745.943848
	Iteration 12Q: 3 clusters Score -1884355 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1884800.625000 Penalty: 4745.943848
	Iteration 13Q: 3 clusters Score -1884801 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1885112.000000 Penalty: 4745.943848
	Iteration 14Q: 3 clusters Score -1885112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1885323.000000 Penalty: 4745.943848
	Iteration 15Q: 3 clusters Score -1885323 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1885441.125000 Penalty: 4745.943848
	Iteration 16Q: 3 clusters Score -1885441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1885531.500000 Penalty: 4745.943848
	Iteration 17Q: 3 clusters Score -1885532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1885590.375000 Penalty: 4745.943848
	Iteration 18Q: 3 clusters Score -1885590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1885621.375000 Penalty: 4745.943848
	Iteration 19Q: 3 clusters Score -1885621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1885643.625000 Penalty: 4745.943848
	Iteration 20F: 3 clusters Score -1885644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1885662.500000 Penalty: 4745.943848
	Iteration 21Q: 3 clusters Score -1885662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1885680.875000 Penalty: 4745.943848
	Iteration 22Q: 3 clusters Score -1885681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1885695.125000 Penalty: 4745.943848
	Iteration 23Q: 3 clusters Score -1885695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1885701.625000 Penalty: 4745.943848
	Iteration 24Q: 3 clusters Score -1885702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1885706.250000 Penalty: 4745.943848
	Iteration 25Q: 3 clusters Score -1885706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1885714.875000 Penalty: 4745.943848
	Iteration 26Q: 3 clusters Score -1885715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1885721.500000 Penalty: 4745.943848
	Iteration 27Q: 3 clusters Score -1885722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1885725.750000 Penalty: 4745.943848
	Iteration 28Q: 3 clusters Score -1885726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1885733.000000 Penalty: 4745.943848
	Iteration 29Q: 3 clusters Score -1885733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1885735.125000 Penalty: 4745.943848
	Iteration 30Q: 3 clusters Score -1885735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1885736.375000 Penalty: 4745.943848
	Iteration 31Q: 3 clusters Score -1885736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1885741.125000 Penalty: 4745.943848
	Iteration 32Q: 3 clusters Score -1885741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1885740.625000 Penalty: 4745.943848
	Iteration 33Q: 3 clusters Score -1885741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1885740.625000 Penalty: 4745.943848
	Iteration 34F: 3 clusters Score -1885741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34150.695312 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34150.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34478.597656 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34478.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34661.425781 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -34661.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34764.507812 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -34764.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34877.816406 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34877.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34893.785156 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -34893.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34901.078125 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34901.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34915.191406 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34915.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34928.558594 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -34928.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34937.847656 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -34937.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34951.871094 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -34951.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34951.871094 Penalty: 2902.692383
	Iteration 11F: 3 clusters Score -34951.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1499466.875000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1499467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1490556.125000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1490556 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1493233.750000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1493234 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1493540.000000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1493540 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1493750.625000 Penalty: 4653.608398
	Iteration 3Q: 3 clusters Score -1493751 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1493924.875000 Penalty: 4653.608398
	Iteration 4Q: 3 clusters Score -1493925 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1494060.875000 Penalty: 4653.608398
	Iteration 5Q: 3 clusters Score -1494061 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1494188.250000 Penalty: 4653.608398
	Iteration 6Q: 3 clusters Score -1494188 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1494279.500000 Penalty: 4653.608398
	Iteration 7Q: 3 clusters Score -1494280 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1494353.875000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -1494354 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1494422.375000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1494422 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1494483.750000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1494484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1494534.750000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1494535 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1494584.375000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1494584 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1494642.375000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1494642 nChanged 185
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: -1494690.000000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1494690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1494751.250000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1494751 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1494816.500000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1494816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1494876.500000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1494876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1494947.750000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1494948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1495034.500000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1495034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1495122.375000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1495122 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1495213.250000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1495213 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1495328.000000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -1495328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1495453.625000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -1495454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1495610.625000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -1495611 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1495821.875000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -1495822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1496070.750000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -1496071 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1496303.125000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -1496303 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1496545.250000 Penalty: 4653.608398
	Iteration 28Q: 3 clusters Score -1496545 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1496749.875000 Penalty: 4653.608398
	Iteration 29Q: 3 clusters Score -1496750 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1496914.750000 Penalty: 4653.608398
	Iteration 30Q: 3 clusters Score -1496915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1497063.000000 Penalty: 4653.608398
	Iteration 31Q: 3 clusters Score -1497063 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1497158.875000 Penalty: 4653.608398
	Iteration 32Q: 3 clusters Score -1497159 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1497240.875000 Penalty: 4653.608398
	Iteration 33Q: 3 clusters Score -1497241 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1497300.375000 Penalty: 4653.608398
	Iteration 34Q: 3 clusters Score -1497300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1497341.500000 Penalty: 4653.608398
	Iteration 35Q: 3 clusters Score -1497342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1497380.250000 Penalty: 4653.608398
	Iteration 36Q: 3 clusters Score -1497380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1497419.875000 Penalty: 4653.608398
	Iteration 37Q: 3 clusters Score -1497420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1497454.000000 Penalty: 4653.608398
	Iteration 38Q: 3 clusters Score -1497454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1497487.625000 Penalty: 4653.608398
	Iteration 39Q: 3 clusters Score -1497488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1497515.750000 Penalty: 4653.608398
	Iteration 40F: 3 clusters Score -1497516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1497546.625000 Penalty: 4653.608398
	Iteration 41Q: 3 clusters Score -1497547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1497571.625000 Penalty: 4653.608398
	Iteration 42Q: 3 clusters Score -1497572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1497593.000000 Penalty: 4653.608398
	Iteration 43Q: 3 clusters Score -1497593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1497618.000000 Penalty: 4653.608398
	Iteration 44Q: 3 clusters Score -1497618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1497646.000000 Penalty: 4653.608398
	Iteration 45Q: 3 clusters Score -1497646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1497663.750000 Penalty: 4653.608398
	Iteration 46Q: 3 clusters Score -1497664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1497675.875000 Penalty: 4653.608398
	Iteration 47Q: 3 clusters Score -1497676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1497678.250000 Penalty: 4653.608398
	Iteration 48Q: 3 clusters Score -1497678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1497682.125000 Penalty: 4653.608398
	Iteration 49Q: 3 clusters Score -1497682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1497685.250000 Penalty: 4653.608398
	Iteration 50Q: 3 clusters Score -1497685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1497689.375000 Penalty: 4653.608398
	Iteration 51Q: 3 clusters Score -1497689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1497698.375000 Penalty: 4653.608398
	Iteration 52Q: 3 clusters Score -1497698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1497706.000000 Penalty: 4653.608398
	Iteration 53Q: 3 clusters Score -1497706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1497714.000000 Penalty: 4653.608398
	Iteration 54Q: 3 clusters Score -1497714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1497714.375000 Penalty: 4653.608398
	Iteration 55Q: 3 clusters Score -1497714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1497718.750000 Penalty: 4653.608398
	Iteration 56Q: 3 clusters Score -1497719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1497722.500000 Penalty: 4653.608398
	Iteration 57Q: 3 clusters Score -1497722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1497724.625000 Penalty: 4653.608398
	Iteration 58Q: 3 clusters Score -1497725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1497724.750000 Penalty: 4653.608398
	Iteration 59Q: 3 clusters Score -1497725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1497722.375000 Penalty: 4653.608398
	Iteration 60F: 3 clusters Score -1497722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1497724.125000 Penalty: 4653.608398
	Iteration 61Q: 3 clusters Score -1497724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1497725.625000 Penalty: 4653.608398
	Iteration 62Q: 3 clusters Score -1497726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1497728.000000 Penalty: 4653.608398
	Iteration 63Q: 3 clusters Score -1497728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1497728.125000 Penalty: 4653.608398
	Iteration 64Q: 3 clusters Score -1497728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1497728.375000 Penalty: 4653.608398
	Iteration 65Q: 3 clusters Score -1497728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1497729.250000 Penalty: 4653.608398
	Iteration 66Q: 3 clusters Score -1497729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1497730.500000 Penalty: 4653.608398
	Iteration 67Q: 3 clusters Score -1497730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1497730.500000 Penalty: 4653.608398
	Iteration 68F: 3 clusters Score -1497730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43707.875000 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43707.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43886.765625 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43886.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43967.746094 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -43967.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44023.003906 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44051.531250 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44051.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44062.125000 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44062.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44071.820312 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44071.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44084.921875 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44084.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44114.367188 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44114.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44143.378906 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44143.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44167.933594 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -44167.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44200.785156 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -44200.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44229.191406 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -44229.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44259.679688 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -44259.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44267.429688 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -44267.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44274.269531 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -44274.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44286.125000 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -44286.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44296.945312 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -44296.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44302.816406 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -44302.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44308.855469 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -44308.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44320.058594 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -44320.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44327.519531 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -44327.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44330.695312 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -44330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44330.695312 Penalty: 2995.966309
	Iteration 23F: 3 clusters Score -44330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113462.867188 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113462.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114093.929688 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -114093.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114567.671875 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114567.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -114841.101562 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -114841.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115032.632812 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -115032.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115222.757812 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -115222.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115355.656250 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -115355.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115405.000000 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115447.515625 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -115447.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115507.453125 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -115507.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115589.867188 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -115589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115658.039062 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -115658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115706.937500 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -115706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115718.421875 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -115718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115733.359375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -115733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115742.156250 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -115742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115747.132812 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -115747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115753.351562 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -115753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115753.351562 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -115753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 53507 members 
Mstep: Class 9 contains 348365 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 36020 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 15082 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50175 members 
Mstep: Class 30 contains 14306 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 530 members 
Entering Unmasked Estep 
Score: -104954336.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104955800.000000 to -104954336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Entering Unmasked Estep 
Score: -6679169.000000 Penalty: 2710.069336
	Iteration 0F: 2 clusters Score -6679169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6641875.000000 Penalty: 5420.138672
	Iteration 0F: 3 clusters Score -6641875 nChanged 25818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -6656246.000000 Penalty: 5420.138672
	Iteration 1F: 3 clusters Score -6656246 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -6657040.000000 Penalty: 5420.138672
	Iteration 2Q: 3 clusters Score -6657040 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6657990.000000 Penalty: 5420.138672
	Iteration 3Q: 3 clusters Score -6657990 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -6659007.500000 Penalty: 5420.138672
	Iteration 4Q: 3 clusters Score -6659008 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6660139.500000 Penalty: 5420.138672
	Iteration 5Q: 3 clusters Score -6660140 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6661396.500000 Penalty: 5420.138672
	Iteration 6Q: 3 clusters Score -6661396 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6662744.500000 Penalty: 5420.138672
	Iteration 7Q: 3 clusters Score -6662744 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -6664120.000000 Penalty: 5420.138672
	Iteration 8F: 3 clusters Score -6664120 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6665531.500000 Penalty: 5420.138672
	Iteration 9Q: 3 clusters Score -6665532 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -6666927.000000 Penalty: 5420.138672
	Iteration 10Q: 3 clusters Score -6666927 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -6668317.000000 Penalty: 5420.138672
	Iteration 11Q: 3 clusters Score -6668317 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -6669565.000000 Penalty: 5420.138672
	Iteration 12Q: 3 clusters Score -6669565 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -6670703.000000 Penalty: 5420.138672
	Iteration 13Q: 3 clusters Score -6670703 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -6671732.500000 Penalty: 5420.138672
	Iteration 14Q: 3 clusters Score -6671732 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -6672696.500000 Penalty: 5420.138672
	Iteration 15Q: 3 clusters Score -6672696 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6673539.000000 Penalty: 5420.138672
	Iteration 16Q: 3 clusters Score -6673539 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -6674250.000000 Penalty: 5420.138672
	Iteration 17Q: 3 clusters Score -6674250 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6674794.000000 Penalty: 5420.138672
	Iteration 18Q: 3 clusters Score -6674794 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6675234.000000 Penalty: 5420.138672
	Iteration 19Q: 3 clusters Score -6675234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6675612.500000 Penalty: 5420.138672
	Iteration 20F: 3 clusters Score -6675612 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6675883.000000 Penalty: 5420.138672
	Iteration 21Q: 3 clusters Score -6675883 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6676114.500000 Penalty: 5420.138672
	Iteration 22Q: 3 clusters Score -6676114 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6676264.500000 Penalty: 5420.138672
	Iteration 23Q: 3 clusters Score -6676264 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6676421.500000 Penalty: 5420.138672
	Iteration 24Q: 3 clusters Score -6676422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6676547.000000 Penalty: 5420.138672
	Iteration 25Q: 3 clusters Score -6676547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6676625.500000 Penalty: 5420.138672
	Iteration 26Q: 3 clusters Score -6676626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6676668.500000 Penalty: 5420.138672
	Iteration 27Q: 3 clusters Score -6676668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6676713.500000 Penalty: 5420.138672
	Iteration 28Q: 3 clusters Score -6676714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6676754.000000 Penalty: 5420.138672
	Iteration 29Q: 3 clusters Score -6676754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6676799.000000 Penalty: 5420.138672
	Iteration 30Q: 3 clusters Score -6676799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6676810.000000 Penalty: 5420.138672
	Iteration 31Q: 3 clusters Score -6676810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6676830.500000 Penalty: 5420.138672
	Iteration 32Q: 3 clusters Score -6676830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6676842.500000 Penalty: 5420.138672
	Iteration 33Q: 3 clusters Score -6676842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6676850.000000 Penalty: 5420.138672
	Iteration 34Q: 3 clusters Score -6676850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6676872.000000 Penalty: 5420.138672
	Iteration 35Q: 3 clusters Score -6676872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6676878.500000 Penalty: 5420.138672
	Iteration 36Q: 3 clusters Score -6676878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6676878.500000 Penalty: 5420.138672
	Iteration 37Q: 3 clusters Score -6676878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6676883.000000 Penalty: 5420.138672
	Iteration 38Q: 3 clusters Score -6676883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6676887.000000 Penalty: 5420.138672
	Iteration 39Q: 3 clusters Score -6676887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6676891.000000 Penalty: 5420.138672
	Iteration 40F: 3 clusters Score -6676891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6676895.500000 Penalty: 5420.138672
	Iteration 41Q: 3 clusters Score -6676896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6676896.500000 Penalty: 5420.138672
	Iteration 42Q: 3 clusters Score -6676896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6676894.000000 Penalty: 5420.138672
	Iteration 43Q: 3 clusters Score -6676894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6676901.500000 Penalty: 5420.138672
	Iteration 44Q: 3 clusters Score -6676902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6676900.500000 Penalty: 5420.138672
	Iteration 45Q: 3 clusters Score -6676900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6676902.500000 Penalty: 5420.138672
	Iteration 46Q: 3 clusters Score -6676902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6676904.500000 Penalty: 5420.138672
	Iteration 47Q: 3 clusters Score -6676904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6676906.000000 Penalty: 5420.138672
	Iteration 48Q: 3 clusters Score -6676906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6676906.000000 Penalty: 5420.138672
	Iteration 49F: 3 clusters Score -6676906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 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 306 members 
Entering Unmasked Estep 
Score: -61050.964844 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61050.96 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61350.863281 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61350.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61485.878906 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61485.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61538.035156 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -61538.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61582.410156 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -61582.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61618.355469 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -61618.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61690.277344 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -61690.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61769.308594 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -61769.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61837.992188 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -61837.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61879.148438 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -61879.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61955.121094 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -61955.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62015.796875 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -62015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62134.191406 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -62134.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62222.218750 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -62222.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62283.550781 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -62283.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62368.265625 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -62368.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62423.707031 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -62423.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62439.093750 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -62439.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62442.351562 Penalty: 3131.519775
	Iteration 18F: 3 clusters Score -62442.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62448.687500 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -62448.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62460.113281 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -62460.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 53507 members 
Mstep: Class 9 contains 348365 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 36020 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 15082 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50175 members 
Mstep: Class 30 contains 14306 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955624.000000 Penalty: 121784.320312
Iteration 239Q: 37 clusters Score -1.049556e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 53430 members 
Mstep: Class 9 contains 348442 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26698 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44317 members 
Mstep: Class 22 contains 23375 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15073 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50170 members 
Mstep: Class 30 contains 14302 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55712 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955616.000000 Penalty: 121784.320312
Iteration 240F: 37 clusters Score -1.049556e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 53360 members 
Mstep: Class 9 contains 348515 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 26691 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 36017 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 23373 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15064 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50170 members 
Mstep: Class 30 contains 14297 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55715 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955656.000000 Penalty: 121784.320312
Iteration 241Q: 37 clusters Score -1.049557e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 53293 members 
Mstep: Class 9 contains 348591 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 26687 members 
Mstep: Class 14 contains 17822 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44353 members 
Mstep: Class 22 contains 23364 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15059 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50168 members 
Mstep: Class 30 contains 14293 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55719 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955480.000000 Penalty: 121784.320312
Iteration 242Q: 37 clusters Score -1.049555e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 53220 members 
Mstep: Class 9 contains 348677 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 26676 members 
Mstep: Class 14 contains 17811 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 36016 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 23360 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15056 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50161 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55731 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955368.000000 Penalty: 121784.320312
Iteration 243Q: 37 clusters Score -1.049554e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15226 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 53157 members 
Mstep: Class 9 contains 348755 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 26660 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 36018 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44379 members 
Mstep: Class 22 contains 23369 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 15048 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50156 members 
Mstep: Class 30 contains 14281 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55737 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955344.000000 Penalty: 121784.320312
Iteration 244Q: 37 clusters Score -1.049553e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 53087 members 
Mstep: Class 9 contains 348821 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 26649 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13556 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44384 members 
Mstep: Class 22 contains 23386 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 15043 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50159 members 
Mstep: Class 30 contains 14285 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11882 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55742 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955288.000000 Penalty: 121784.320312
Iteration 245Q: 37 clusters Score -1.049553e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 15219 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 53029 members 
Mstep: Class 9 contains 348874 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 26641 members 
Mstep: Class 14 contains 17786 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11105 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 23386 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 15043 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50166 members 
Mstep: Class 30 contains 14284 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11882 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55751 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955312.000000 Penalty: 121784.320312
Iteration 246Q: 37 clusters Score -1.049553e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11333 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 15219 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 52983 members 
Mstep: Class 9 contains 348941 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11108 members 
Mstep: Class 19 contains 36009 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 23392 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15042 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50162 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11881 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55759 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955280.000000 Penalty: 121784.320312
Iteration 247Q: 37 clusters Score -1.049553e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15219 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 52948 members 
Mstep: Class 9 contains 348999 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 26620 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 36006 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 22 contains 23396 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15039 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50159 members 
Mstep: Class 30 contains 14274 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11880 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55763 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955344.000000 Penalty: 121784.320312
Iteration 248Q: 37 clusters Score -1.049553e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15218 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 52910 members 
Mstep: Class 9 contains 349051 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 26606 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11117 members 
Mstep: Class 19 contains 36006 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44399 members 
Mstep: Class 22 contains 23398 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15089 members 
Mstep: Class 25 contains 15039 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50155 members 
Mstep: Class 30 contains 14268 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55772 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955240.000000 Penalty: 121784.320312
Iteration 249Q: 37 clusters Score -1.049552e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15216 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 52874 members 
Mstep: Class 9 contains 349109 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 26597 members 
Mstep: Class 14 contains 17744 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 36004 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44400 members 
Mstep: Class 22 contains 23398 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15089 members 
Mstep: Class 25 contains 15042 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50153 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55782 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955184.000000 Penalty: 121784.320312
Iteration 250Q: 37 clusters Score -1.049552e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 15215 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52830 members 
Mstep: Class 9 contains 349150 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9406 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 17731 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 36007 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 23399 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15038 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50163 members 
Mstep: Class 30 contains 14266 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55792 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955280.000000 Penalty: 121784.320312
Iteration 251Q: 37 clusters Score -1.049553e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15215 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52779 members 
Mstep: Class 9 contains 349195 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 26576 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 36011 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44416 members 
Mstep: Class 22 contains 23395 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15037 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50167 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55798 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955288.000000 Penalty: 121784.320312
Iteration 252Q: 37 clusters Score -1.049553e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15216 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52725 members 
Mstep: Class 9 contains 349239 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 26571 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 36009 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 23393 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15035 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50176 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55798 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955096.000000 Penalty: 121784.320312
Iteration 253Q: 37 clusters Score -1.049551e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15215 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52676 members 
Mstep: Class 9 contains 349273 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9411 members 
Mstep: Class 13 contains 26566 members 
Mstep: Class 14 contains 17714 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 36018 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44425 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15032 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50182 members 
Mstep: Class 30 contains 14267 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55801 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955168.000000 Penalty: 121784.320312
Iteration 254Q: 37 clusters Score -1.049552e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15213 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52628 members 
Mstep: Class 9 contains 349319 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 26562 members 
Mstep: Class 14 contains 17707 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11136 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44435 members 
Mstep: Class 22 contains 23388 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15032 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50176 members 
Mstep: Class 30 contains 14266 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55803 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955200.000000 Penalty: 121784.320312
Iteration 255Q: 37 clusters Score -1.049552e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52585 members 
Mstep: Class 9 contains 349358 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 17698 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11137 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44448 members 
Mstep: Class 22 contains 23393 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15031 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 50174 members 
Mstep: Class 30 contains 14267 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55800 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 256Q: 37 clusters Score -1.049551e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52552 members 
Mstep: Class 9 contains 349399 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26550 members 
Mstep: Class 14 contains 17690 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 19 contains 36021 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44453 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15027 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50174 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11874 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55804 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955136.000000 Penalty: 121784.320312
Iteration 257Q: 37 clusters Score -1.049551e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52524 members 
Mstep: Class 9 contains 349428 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26541 members 
Mstep: Class 14 contains 17686 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11141 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44462 members 
Mstep: Class 22 contains 23392 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15025 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50179 members 
Mstep: Class 30 contains 14266 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11874 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55805 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955168.000000 Penalty: 121784.320312
Iteration 258Q: 37 clusters Score -1.049552e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52496 members 
Mstep: Class 9 contains 349458 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26526 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 36021 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44475 members 
Mstep: Class 22 contains 23388 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15027 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50182 members 
Mstep: Class 30 contains 14260 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11873 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55809 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955088.000000 Penalty: 121784.320312
Iteration 259Q: 37 clusters Score -1.049551e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15210 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52470 members 
Mstep: Class 9 contains 349479 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26511 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 36024 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44484 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15028 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50182 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11874 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55814 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955088.000000 Penalty: 121784.320312
Iteration 260F: 37 clusters Score -1.049551e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15208 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52436 members 
Mstep: Class 9 contains 349514 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26498 members 
Mstep: Class 14 contains 17675 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 36021 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44496 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15026 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50181 members 
Mstep: Class 30 contains 14258 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55819 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955096.000000 Penalty: 121784.320312
Iteration 261Q: 37 clusters Score -1.049551e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15205 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52402 members 
Mstep: Class 9 contains 349552 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 26487 members 
Mstep: Class 14 contains 17673 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 36021 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44503 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15025 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50182 members 
Mstep: Class 30 contains 14254 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55820 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955048.000000 Penalty: 121784.320312
Iteration 262Q: 37 clusters Score -1.04955e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15202 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52369 members 
Mstep: Class 9 contains 349582 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 26469 members 
Mstep: Class 14 contains 17671 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11165 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44508 members 
Mstep: Class 22 contains 23396 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15027 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50186 members 
Mstep: Class 30 contains 14255 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55823 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955064.000000 Penalty: 121784.320312
Iteration 263Q: 37 clusters Score -1.049551e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52338 members 
Mstep: Class 9 contains 349621 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26463 members 
Mstep: Class 14 contains 17670 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11173 members 
Mstep: Class 19 contains 36024 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44510 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15023 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50181 members 
Mstep: Class 30 contains 14254 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55830 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955088.000000 Penalty: 121784.320312
Iteration 264Q: 37 clusters Score -1.049551e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 52313 members 
Mstep: Class 9 contains 349641 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26455 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11177 members 
Mstep: Class 19 contains 36029 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44522 members 
Mstep: Class 22 contains 23391 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50178 members 
Mstep: Class 30 contains 14256 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55829 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955104.000000 Penalty: 121784.320312
Iteration 265Q: 37 clusters Score -1.049551e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15197 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52279 members 
Mstep: Class 9 contains 349666 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26448 members 
Mstep: Class 14 contains 17658 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 36031 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44530 members 
Mstep: Class 22 contains 23399 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15021 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50181 members 
Mstep: Class 30 contains 14256 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55829 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955024.000000 Penalty: 121784.320312
Iteration 266Q: 37 clusters Score -1.04955e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52241 members 
Mstep: Class 9 contains 349696 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26445 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 19 contains 36027 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44535 members 
Mstep: Class 22 contains 23400 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15021 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50187 members 
Mstep: Class 30 contains 14258 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55832 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 267Q: 37 clusters Score -1.049551e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52216 members 
Mstep: Class 9 contains 349711 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26442 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11182 members 
Mstep: Class 19 contains 36023 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44543 members 
Mstep: Class 22 contains 23397 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50187 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11880 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55839 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 268Q: 37 clusters Score -1.049551e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52197 members 
Mstep: Class 9 contains 349718 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 26441 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11185 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44549 members 
Mstep: Class 22 contains 23397 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50201 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55839 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 269Q: 37 clusters Score -1.049551e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52181 members 
Mstep: Class 9 contains 349732 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9416 members 
Mstep: Class 13 contains 26440 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 36026 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44552 members 
Mstep: Class 22 contains 23399 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50198 members 
Mstep: Class 30 contains 14257 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55836 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955224.000000 Penalty: 121784.320312
Iteration 270Q: 37 clusters Score -1.049552e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15192 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52164 members 
Mstep: Class 9 contains 349740 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 26439 members 
Mstep: Class 14 contains 17647 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 36027 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44555 members 
Mstep: Class 22 contains 23395 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15022 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50202 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55837 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955280.000000 Penalty: 121784.320312
Iteration 271Q: 37 clusters Score -1.049553e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15192 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52153 members 
Mstep: Class 9 contains 349753 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 26433 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 36026 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44558 members 
Mstep: Class 22 contains 23391 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15022 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50202 members 
Mstep: Class 30 contains 14261 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55840 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955240.000000 Penalty: 121784.320312
Iteration 272Q: 37 clusters Score -1.049552e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15191 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 52143 members 
Mstep: Class 9 contains 349757 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 26430 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 36027 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44562 members 
Mstep: Class 22 contains 23388 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15021 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50206 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55841 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955192.000000 Penalty: 121784.320312
Iteration 273Q: 37 clusters Score -1.049552e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15189 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52137 members 
Mstep: Class 9 contains 349766 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26431 members 
Mstep: Class 14 contains 17640 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 36025 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44563 members 
Mstep: Class 22 contains 23381 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15018 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50210 members 
Mstep: Class 30 contains 14264 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55845 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 274Q: 37 clusters Score -1.049552e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15187 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52131 members 
Mstep: Class 9 contains 349783 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26431 members 
Mstep: Class 14 contains 17641 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44563 members 
Mstep: Class 22 contains 23377 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15014 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50210 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55849 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955280.000000 Penalty: 121784.320312
Iteration 275Q: 37 clusters Score -1.049553e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15182 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52126 members 
Mstep: Class 9 contains 349793 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 17641 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44564 members 
Mstep: Class 22 contains 23371 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15014 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50215 members 
Mstep: Class 30 contains 14263 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55849 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955160.000000 Penalty: 121784.320312
Iteration 276Q: 37 clusters Score -1.049552e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15179 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52115 members 
Mstep: Class 9 contains 349801 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26423 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44565 members 
Mstep: Class 22 contains 23368 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15014 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50217 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55854 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 277Q: 37 clusters Score -1.049552e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15178 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52098 members 
Mstep: Class 9 contains 349821 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26418 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11226 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44565 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15014 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50219 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55856 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 278Q: 37 clusters Score -1.049552e+08 nChanged 57
Entering ConstructFrom: 
Score: -104955152.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -371398.031250 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -371398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -367957.812500 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -367957.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -368764.875000 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -368764.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -369015.812500 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -369015.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -369181.125000 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -369181.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -369302.625000 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -369302.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -369404.218750 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -369404.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -369468.218750 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -369468.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369501.843750 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -369501.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -369532.312500 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -369532.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369558.812500 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -369558.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -369583.406250 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -369583.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369599.656250 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -369599.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369612.281250 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -369612.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369627.187500 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -369627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369639.468750 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -369639.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369651.937500 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -369651.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -369664.875000 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -369664.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -369679.031250 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -369679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -369685.437500 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -369685.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369692.593750 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -369692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369699.468750 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -369699.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369704.437500 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -369704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369707.218750 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -369707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369709.250000 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -369709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369710.218750 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -369710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369711.875000 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -369711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369712.281250 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -369712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -369713.250000 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -369713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -369713.250000 Penalty: 4026.778809
	Iteration 28F: 3 clusters Score -369713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -954400.750000 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -954400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -948133.812500 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -948133.8 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -949874.625000 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -949874.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -950201.937500 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -950201.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -950399.875000 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -950399.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -950570.125000 Penalty: 4445.473633
	Iteration 4Q: 3 clusters Score -950570.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -950750.500000 Penalty: 4445.473633
	Iteration 5Q: 3 clusters Score -950750.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -950953.000000 Penalty: 4445.473633
	Iteration 6Q: 3 clusters Score -950953 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -951171.562500 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -951171.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -951411.875000 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -951411.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -951662.625000 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -951662.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -951876.062500 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -951876.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -952053.625000 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -952053.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -952186.812500 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -952186.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -952279.062500 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -952279.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -952340.687500 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -952340.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -952381.062500 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -952381.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -952406.875000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -952406.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -952426.187500 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -952426.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -952436.937500 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -952436.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -952447.125000 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -952447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -952456.500000 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -952456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -952465.625000 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -952465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -952468.562500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -952468.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -952473.500000 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -952473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -952473.750000 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -952473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -952475.875000 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -952475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -952476.250000 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -952476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -952477.812500 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -952477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -952480.375000 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -952480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -952482.437500 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -952482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -952483.312500 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -952483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -952483.312500 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -952483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -952483.312500 Penalty: 4445.473633
	Iteration 32F: 3 clusters Score -952483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Entering Unmasked Estep 
Score: -1436736.250000 Penalty: 2315.044189
	Iteration 0F: 2 clusters Score -1436736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1428199.750000 Penalty: 4630.088379
	Iteration 0F: 3 clusters Score -1428200 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1430729.750000 Penalty: 4630.088379
	Iteration 1F: 3 clusters Score -1430730 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1431012.750000 Penalty: 4630.088379
	Iteration 2F: 3 clusters Score -1431013 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1431211.875000 Penalty: 4630.088379
	Iteration 3Q: 3 clusters Score -1431212 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1431354.000000 Penalty: 4630.088379
	Iteration 4Q: 3 clusters Score -1431354 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1431497.250000 Penalty: 4630.088379
	Iteration 5Q: 3 clusters Score -1431497 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1431603.125000 Penalty: 4630.088379
	Iteration 6Q: 3 clusters Score -1431603 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1431699.375000 Penalty: 4630.088379
	Iteration 7Q: 3 clusters Score -1431699 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1431772.625000 Penalty: 4630.088379
	Iteration 8Q: 3 clusters Score -1431773 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1431844.500000 Penalty: 4630.088379
	Iteration 9Q: 3 clusters Score -1431844 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1431936.500000 Penalty: 4630.088379
	Iteration 10Q: 3 clusters Score -1431936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1432044.375000 Penalty: 4630.088379
	Iteration 11Q: 3 clusters Score -1432044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1432161.500000 Penalty: 4630.088379
	Iteration 12Q: 3 clusters Score -1432162 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1432291.125000 Penalty: 4630.088379
	Iteration 13Q: 3 clusters Score -1432291 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1432440.250000 Penalty: 4630.088379
	Iteration 14Q: 3 clusters Score -1432440 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1432615.875000 Penalty: 4630.088379
	Iteration 15Q: 3 clusters Score -1432616 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1432841.500000 Penalty: 4630.088379
	Iteration 16Q: 3 clusters Score -1432842 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1433105.000000 Penalty: 4630.088379
	Iteration 17Q: 3 clusters Score -1433105 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1433366.625000 Penalty: 4630.088379
	Iteration 18Q: 3 clusters Score -1433367 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1433638.750000 Penalty: 4630.088379
	Iteration 19Q: 3 clusters Score -1433639 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1433919.625000 Penalty: 4630.088379
	Iteration 20F: 3 clusters Score -1433920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1434181.625000 Penalty: 4630.088379
	Iteration 21Q: 3 clusters Score -1434182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1434368.750000 Penalty: 4630.088379
	Iteration 22Q: 3 clusters Score -1434369 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1434500.875000 Penalty: 4630.088379
	Iteration 23Q: 3 clusters Score -1434501 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1434587.750000 Penalty: 4630.088379
	Iteration 24Q: 3 clusters Score -1434588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1434669.750000 Penalty: 4630.088379
	Iteration 25Q: 3 clusters Score -1434670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1434727.750000 Penalty: 4630.088379
	Iteration 26Q: 3 clusters Score -1434728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1434754.875000 Penalty: 4630.088379
	Iteration 27Q: 3 clusters Score -1434755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1434774.875000 Penalty: 4630.088379
	Iteration 28Q: 3 clusters Score -1434775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1434794.250000 Penalty: 4630.088379
	Iteration 29Q: 3 clusters Score -1434794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1434809.000000 Penalty: 4630.088379
	Iteration 30Q: 3 clusters Score -1434809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1434815.625000 Penalty: 4630.088379
	Iteration 31Q: 3 clusters Score -1434816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1434821.875000 Penalty: 4630.088379
	Iteration 32Q: 3 clusters Score -1434822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1434827.500000 Penalty: 4630.088379
	Iteration 33Q: 3 clusters Score -1434828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1434834.000000 Penalty: 4630.088379
	Iteration 34Q: 3 clusters Score -1434834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1434841.375000 Penalty: 4630.088379
	Iteration 35Q: 3 clusters Score -1434841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1434846.250000 Penalty: 4630.088379
	Iteration 36Q: 3 clusters Score -1434846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1434851.875000 Penalty: 4630.088379
	Iteration 37Q: 3 clusters Score -1434852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1434855.625000 Penalty: 4630.088379
	Iteration 38Q: 3 clusters Score -1434856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1434856.625000 Penalty: 4630.088379
	Iteration 39Q: 3 clusters Score -1434857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1434858.875000 Penalty: 4630.088379
	Iteration 40F: 3 clusters Score -1434859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1434857.875000 Penalty: 4630.088379
	Iteration 41Q: 3 clusters Score -1434858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1434857.875000 Penalty: 4630.088379
	Iteration 42F: 3 clusters Score -1434858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -530479.875000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -530479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526440.687500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -526440.7 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -527493.687500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -527493.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -527854.437500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -527854.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -528161.562500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -528161.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -528374.312500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -528374.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -528542.125000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -528542.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -528679.062500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -528679.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -528781.062500 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -528781.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -528854.687500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -528854.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -528924.375000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -528924.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -528967.687500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -528967.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -529010.437500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -529010.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -529047.687500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -529047.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -529077.437500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -529077.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -529100.500000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -529100.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -529118.500000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -529118.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -529136.687500 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -529136.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -529151.437500 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -529151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -529164.187500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -529164.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -529175.687500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -529175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -529183.250000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -529183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -529186.875000 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -529186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -529193.187500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -529193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -529197.125000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -529197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -529200.500000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -529200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -529201.437500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -529201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -529202.562500 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -529202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -529205.250000 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -529205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -529207.125000 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -529207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -529207.812500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -529207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -529207.437500 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -529207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -529207.437500 Penalty: 4144.734863
	Iteration 31F: 3 clusters Score -529207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -474042.750000 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -474042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -470269.875000 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -470269.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -471111.531250 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -471111.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -471337.218750 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -471337.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -471455.031250 Penalty: 4091.010986
	Iteration 3F: 3 clusters Score -471455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471544.750000 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -471544.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -471604.593750 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -471604.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471658.250000 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -471658.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -471700.062500 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -471700.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -471728.062500 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -471728.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471753.718750 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -471753.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -471777.062500 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -471777.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -471794.656250 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -471794.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -471810.781250 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -471810.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -471833.218750 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -471833.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -471856.281250 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -471856.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -471875.093750 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -471875.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -471889.875000 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -471889.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -471906.531250 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -471906.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -471924.875000 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -471924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -471936.968750 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -471937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -471943.218750 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -471943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -471949.187500 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -471949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -471952.937500 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -471952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -471954.906250 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -471954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -471957.593750 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -471957.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -471964.312500 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -471964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -471969.187500 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -471969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -471970.093750 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -471970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -471972.406250 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -471972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -471973.906250 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -471973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -471975.718750 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -471975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -471975.718750 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -471975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -471977.343750 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -471977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -471980.000000 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -471980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -471983.875000 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -471983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -471987.156250 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -471987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -471991.281250 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -471991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -471996.968750 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -471997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -472001.843750 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -472001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -472004.687500 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -472004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -472007.781250 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -472007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -472011.000000 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -472011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -472010.781250 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -472010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -472011.781250 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -472011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -472012.000000 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -472012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -472012.093750 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -472012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -472012.593750 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -472012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -472013.437500 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -472013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -472015.218750 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -472015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -472019.937500 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -472019.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -472023.875000 Penalty: 4091.010986
	Iteration 50Q: 3 clusters Score -472023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -472028.218750 Penalty: 4091.010986
	Iteration 51Q: 3 clusters Score -472028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -472030.187500 Penalty: 4091.010986
	Iteration 52Q: 3 clusters Score -472030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -472031.437500 Penalty: 4091.010986
	Iteration 53Q: 3 clusters Score -472031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -472033.468750 Penalty: 4091.010986
	Iteration 54Q: 3 clusters Score -472033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -472035.875000 Penalty: 4091.010986
	Iteration 55Q: 3 clusters Score -472035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -472037.937500 Penalty: 4091.010986
	Iteration 56Q: 3 clusters Score -472037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -472039.812500 Penalty: 4091.010986
	Iteration 57Q: 3 clusters Score -472039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -472041.968750 Penalty: 4091.010986
	Iteration 58Q: 3 clusters Score -472042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -472042.125000 Penalty: 4091.010986
	Iteration 59Q: 3 clusters Score -472042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -472042.125000 Penalty: 4091.010986
	Iteration 60F: 3 clusters Score -472042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Entering Unmasked Estep 
Score: -1689121.875000 Penalty: 2387.596191
	Iteration 0F: 2 clusters Score -1689122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1678158.250000 Penalty: 4775.192383
	Iteration 0F: 3 clusters Score -1678158 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1681783.750000 Penalty: 4775.192383
	Iteration 1F: 3 clusters Score -1681784 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1682219.750000 Penalty: 4775.192383
	Iteration 2F: 3 clusters Score -1682220 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1682648.625000 Penalty: 4775.192383
	Iteration 3F: 3 clusters Score -1682649 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1683171.125000 Penalty: 4775.192383
	Iteration 4F: 3 clusters Score -1683171 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1683748.875000 Penalty: 4775.192383
	Iteration 5F: 3 clusters Score -1683749 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1684311.125000 Penalty: 4775.192383
	Iteration 6F: 3 clusters Score -1684311 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1684887.750000 Penalty: 4775.192383
	Iteration 7F: 3 clusters Score -1684888 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1685432.375000 Penalty: 4775.192383
	Iteration 8F: 3 clusters Score -1685432 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1685867.250000 Penalty: 4775.192383
	Iteration 9Q: 3 clusters Score -1685867 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1686233.375000 Penalty: 4775.192383
	Iteration 10Q: 3 clusters Score -1686233 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1686506.375000 Penalty: 4775.192383
	Iteration 11Q: 3 clusters Score -1686506 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1686688.625000 Penalty: 4775.192383
	Iteration 12Q: 3 clusters Score -1686689 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1686827.250000 Penalty: 4775.192383
	Iteration 13Q: 3 clusters Score -1686827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1686950.375000 Penalty: 4775.192383
	Iteration 14Q: 3 clusters Score -1686950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1687025.625000 Penalty: 4775.192383
	Iteration 15Q: 3 clusters Score -1687026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1687091.250000 Penalty: 4775.192383
	Iteration 16Q: 3 clusters Score -1687091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1687139.500000 Penalty: 4775.192383
	Iteration 17Q: 3 clusters Score -1687140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1687166.125000 Penalty: 4775.192383
	Iteration 18Q: 3 clusters Score -1687166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1687182.375000 Penalty: 4775.192383
	Iteration 19Q: 3 clusters Score -1687182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1687197.250000 Penalty: 4775.192383
	Iteration 20F: 3 clusters Score -1687197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1687215.625000 Penalty: 4775.192383
	Iteration 21Q: 3 clusters Score -1687216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1687224.500000 Penalty: 4775.192383
	Iteration 22Q: 3 clusters Score -1687224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1687229.750000 Penalty: 4775.192383
	Iteration 23Q: 3 clusters Score -1687230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1687234.875000 Penalty: 4775.192383
	Iteration 24Q: 3 clusters Score -1687235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1687239.500000 Penalty: 4775.192383
	Iteration 25Q: 3 clusters Score -1687240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1687248.750000 Penalty: 4775.192383
	Iteration 26Q: 3 clusters Score -1687249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1687251.500000 Penalty: 4775.192383
	Iteration 27Q: 3 clusters Score -1687252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1687260.500000 Penalty: 4775.192383
	Iteration 28Q: 3 clusters Score -1687260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1687263.125000 Penalty: 4775.192383
	Iteration 29Q: 3 clusters Score -1687263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1687268.250000 Penalty: 4775.192383
	Iteration 30Q: 3 clusters Score -1687268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1687271.125000 Penalty: 4775.192383
	Iteration 31Q: 3 clusters Score -1687271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1687271.125000 Penalty: 4775.192383
	Iteration 32Q: 3 clusters Score -1687271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1687272.500000 Penalty: 4775.192383
	Iteration 33Q: 3 clusters Score -1687272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1687274.625000 Penalty: 4775.192383
	Iteration 34Q: 3 clusters Score -1687275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1687273.750000 Penalty: 4775.192383
	Iteration 35Q: 3 clusters Score -1687274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1687276.125000 Penalty: 4775.192383
	Iteration 36Q: 3 clusters Score -1687276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1687278.500000 Penalty: 4775.192383
	Iteration 37Q: 3 clusters Score -1687278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1687279.750000 Penalty: 4775.192383
	Iteration 38Q: 3 clusters Score -1687280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1687279.750000 Penalty: 4775.192383
	Iteration 39F: 3 clusters Score -1687280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -695465.250000 Penalty: 2137.697998
	Iteration 0F: 2 clusters Score -695465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -690595.562500 Penalty: 4275.395996
	Iteration 0F: 3 clusters Score -690595.6 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -691813.687500 Penalty: 4275.395996
	Iteration 1F: 3 clusters Score -691813.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -692065.687500 Penalty: 4275.395996
	Iteration 2F: 3 clusters Score -692065.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -692238.937500 Penalty: 4275.395996
	Iteration 3F: 3 clusters Score -692238.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -692410.125000 Penalty: 4275.395996
	Iteration 4Q: 3 clusters Score -692410.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -692546.937500 Penalty: 4275.395996
	Iteration 5Q: 3 clusters Score -692546.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -692653.000000 Penalty: 4275.395996
	Iteration 6Q: 3 clusters Score -692653 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -692735.312500 Penalty: 4275.395996
	Iteration 7Q: 3 clusters Score -692735.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -692820.562500 Penalty: 4275.395996
	Iteration 8Q: 3 clusters Score -692820.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -692892.250000 Penalty: 4275.395996
	Iteration 9Q: 3 clusters Score -692892.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -692964.250000 Penalty: 4275.395996
	Iteration 10Q: 3 clusters Score -692964.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -693061.875000 Penalty: 4275.395996
	Iteration 11Q: 3 clusters Score -693061.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -693181.250000 Penalty: 4275.395996
	Iteration 12Q: 3 clusters Score -693181.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -693278.625000 Penalty: 4275.395996
	Iteration 13Q: 3 clusters Score -693278.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -693358.500000 Penalty: 4275.395996
	Iteration 14Q: 3 clusters Score -693358.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -693432.937500 Penalty: 4275.395996
	Iteration 15Q: 3 clusters Score -693432.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -693507.187500 Penalty: 4275.395996
	Iteration 16Q: 3 clusters Score -693507.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -693557.937500 Penalty: 4275.395996
	Iteration 17Q: 3 clusters Score -693557.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -693609.562500 Penalty: 4275.395996
	Iteration 18Q: 3 clusters Score -693609.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -693650.875000 Penalty: 4275.395996
	Iteration 19Q: 3 clusters Score -693650.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -693669.062500 Penalty: 4275.395996
	Iteration 20F: 3 clusters Score -693669.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -693684.937500 Penalty: 4275.395996
	Iteration 21Q: 3 clusters Score -693684.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -693698.187500 Penalty: 4275.395996
	Iteration 22Q: 3 clusters Score -693698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -693709.187500 Penalty: 4275.395996
	Iteration 23Q: 3 clusters Score -693709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -693717.937500 Penalty: 4275.395996
	Iteration 24Q: 3 clusters Score -693717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -693725.812500 Penalty: 4275.395996
	Iteration 25Q: 3 clusters Score -693725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -693735.437500 Penalty: 4275.395996
	Iteration 26Q: 3 clusters Score -693735.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -693738.812500 Penalty: 4275.395996
	Iteration 27Q: 3 clusters Score -693738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -693746.125000 Penalty: 4275.395996
	Iteration 28Q: 3 clusters Score -693746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -693747.000000 Penalty: 4275.395996
	Iteration 29Q: 3 clusters Score -693747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -693750.875000 Penalty: 4275.395996
	Iteration 30Q: 3 clusters Score -693750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -693753.000000 Penalty: 4275.395996
	Iteration 31Q: 3 clusters Score -693753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -693754.250000 Penalty: 4275.395996
	Iteration 32Q: 3 clusters Score -693754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -693755.062500 Penalty: 4275.395996
	Iteration 33Q: 3 clusters Score -693755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -693754.562500 Penalty: 4275.395996
	Iteration 34Q: 3 clusters Score -693754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -693754.562500 Penalty: 4275.395996
	Iteration 35F: 3 clusters Score -693754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Entering Unmasked Estep 
Score: -6831918.500000 Penalty: 2693.446533
	Iteration 0F: 2 clusters Score -6831918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6796749.500000 Penalty: 5386.893066
	Iteration 0F: 3 clusters Score -6796750 nChanged 24016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6810231.000000 Penalty: 5386.893066
	Iteration 1F: 3 clusters Score -6810231 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6810789.000000 Penalty: 5386.893066
	Iteration 2Q: 3 clusters Score -6810789 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6811495.000000 Penalty: 5386.893066
	Iteration 3Q: 3 clusters Score -6811495 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -6812347.000000 Penalty: 5386.893066
	Iteration 4Q: 3 clusters Score -6812347 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6813569.500000 Penalty: 5386.893066
	Iteration 5Q: 3 clusters Score -6813570 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -6815363.500000 Penalty: 5386.893066
	Iteration 6F: 3 clusters Score -6815364 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -6818172.000000 Penalty: 5386.893066
	Iteration 7F: 3 clusters Score -6818172 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -6821877.500000 Penalty: 5386.893066
	Iteration 8F: 3 clusters Score -6821878 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -6825824.000000 Penalty: 5386.893066
	Iteration 9F: 3 clusters Score -6825824 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -6828394.500000 Penalty: 5386.893066
	Iteration 10Q: 3 clusters Score -6828394 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -6829444.500000 Penalty: 5386.893066
	Iteration 11Q: 3 clusters Score -6829444 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6829808.500000 Penalty: 5386.893066
	Iteration 12Q: 3 clusters Score -6829808 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -6830006.000000 Penalty: 5386.893066
	Iteration 13Q: 3 clusters Score -6830006 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6830070.500000 Penalty: 5386.893066
	Iteration 14Q: 3 clusters Score -6830070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6830143.500000 Penalty: 5386.893066
	Iteration 15Q: 3 clusters Score -6830144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6830180.500000 Penalty: 5386.893066
	Iteration 16Q: 3 clusters Score -6830180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -6830223.000000 Penalty: 5386.893066
	Iteration 17Q: 3 clusters Score -6830223 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6830255.000000 Penalty: 5386.893066
	Iteration 18Q: 3 clusters Score -6830255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -6830281.000000 Penalty: 5386.893066
	Iteration 19Q: 3 clusters Score -6830281 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -6830297.000000 Penalty: 5386.893066
	Iteration 20F: 3 clusters Score -6830297 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -6830333.500000 Penalty: 5386.893066
	Iteration 21Q: 3 clusters Score -6830334 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -6830376.000000 Penalty: 5386.893066
	Iteration 22Q: 3 clusters Score -6830376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6830433.500000 Penalty: 5386.893066
	Iteration 23Q: 3 clusters Score -6830434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -6830462.500000 Penalty: 5386.893066
	Iteration 24Q: 3 clusters Score -6830462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6830505.500000 Penalty: 5386.893066
	Iteration 25Q: 3 clusters Score -6830506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -6830520.000000 Penalty: 5386.893066
	Iteration 26Q: 3 clusters Score -6830520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -6830549.500000 Penalty: 5386.893066
	Iteration 27Q: 3 clusters Score -6830550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6830580.500000 Penalty: 5386.893066
	Iteration 28Q: 3 clusters Score -6830580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -6830609.500000 Penalty: 5386.893066
	Iteration 29Q: 3 clusters Score -6830610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -6830658.000000 Penalty: 5386.893066
	Iteration 30Q: 3 clusters Score -6830658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6830677.000000 Penalty: 5386.893066
	Iteration 31Q: 3 clusters Score -6830677 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -6830697.000000 Penalty: 5386.893066
	Iteration 32Q: 3 clusters Score -6830697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -6830680.500000 Penalty: 5386.893066
	Iteration 33Q: 3 clusters Score -6830680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6830691.000000 Penalty: 5386.893066
	Iteration 34Q: 3 clusters Score -6830691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -6830703.000000 Penalty: 5386.893066
	Iteration 35Q: 3 clusters Score -6830703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -6830708.500000 Penalty: 5386.893066
	Iteration 36Q: 3 clusters Score -6830708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -6830717.000000 Penalty: 5386.893066
	Iteration 37Q: 3 clusters Score -6830717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -6830724.000000 Penalty: 5386.893066
	Iteration 38Q: 3 clusters Score -6830724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -6830716.500000 Penalty: 5386.893066
	Iteration 39Q: 3 clusters Score -6830716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -6830712.500000 Penalty: 5386.893066
	Iteration 40F: 3 clusters Score -6830712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -6830710.000000 Penalty: 5386.893066
	Iteration 41Q: 3 clusters Score -6830710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6830716.500000 Penalty: 5386.893066
	Iteration 42Q: 3 clusters Score -6830716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6830727.500000 Penalty: 5386.893066
	Iteration 43Q: 3 clusters Score -6830728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -6830750.000000 Penalty: 5386.893066
	Iteration 44Q: 3 clusters Score -6830750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -6830741.000000 Penalty: 5386.893066
	Iteration 45Q: 3 clusters Score -6830741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -6830743.500000 Penalty: 5386.893066
	Iteration 46Q: 3 clusters Score -6830744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -6830748.500000 Penalty: 5386.893066
	Iteration 47Q: 3 clusters Score -6830748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6830751.000000 Penalty: 5386.893066
	Iteration 48Q: 3 clusters Score -6830751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -6830749.500000 Penalty: 5386.893066
	Iteration 49Q: 3 clusters Score -6830750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -6830759.500000 Penalty: 5386.893066
	Iteration 50Q: 3 clusters Score -6830760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6830755.000000 Penalty: 5386.893066
	Iteration 51Q: 3 clusters Score -6830755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -6830760.000000 Penalty: 5386.893066
	Iteration 52Q: 3 clusters Score -6830760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6830755.500000 Penalty: 5386.893066
	Iteration 53Q: 3 clusters Score -6830756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6830755.000000 Penalty: 5386.893066
	Iteration 54Q: 3 clusters Score -6830755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -6830744.500000 Penalty: 5386.893066
	Iteration 55Q: 3 clusters Score -6830744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -6830741.000000 Penalty: 5386.893066
	Iteration 56Q: 3 clusters Score -6830741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -6830731.000000 Penalty: 5386.893066
	Iteration 57Q: 3 clusters Score -6830731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -6830741.500000 Penalty: 5386.893066
	Iteration 58Q: 3 clusters Score -6830742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -6830741.000000 Penalty: 5386.893066
	Iteration 59Q: 3 clusters Score -6830741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6830747.500000 Penalty: 5386.893066
	Iteration 60F: 3 clusters Score -6830748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6830742.000000 Penalty: 5386.893066
	Iteration 61Q: 3 clusters Score -6830742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -6830738.000000 Penalty: 5386.893066
	Iteration 62Q: 3 clusters Score -6830738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -6830738.000000 Penalty: 5386.893066
	Iteration 63Q: 3 clusters Score -6830738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -6830744.500000 Penalty: 5386.893066
	Iteration 64Q: 3 clusters Score -6830744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -6830738.000000 Penalty: 5386.893066
	Iteration 65Q: 3 clusters Score -6830738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6830733.500000 Penalty: 5386.893066
	Iteration 66Q: 3 clusters Score -6830734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -6830734.000000 Penalty: 5386.893066
	Iteration 67Q: 3 clusters Score -6830734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6830738.500000 Penalty: 5386.893066
	Iteration 68Q: 3 clusters Score -6830738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -6830731.500000 Penalty: 5386.893066
	Iteration 69Q: 3 clusters Score -6830732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -6830733.500000 Penalty: 5386.893066
	Iteration 70Q: 3 clusters Score -6830734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -6830733.000000 Penalty: 5386.893066
	Iteration 71Q: 3 clusters Score -6830733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6830729.500000 Penalty: 5386.893066
	Iteration 72Q: 3 clusters Score -6830730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6830729.500000 Penalty: 5386.893066
	Iteration 73F: 3 clusters Score -6830730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (349828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349828 members 
Entering Unmasked Estep 
Score: -45329896.000000 Penalty: 3165.768799
	Iteration 0F: 2 clusters Score -4.53299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -45120808.000000 Penalty: 6331.537598
	Iteration 0F: 3 clusters Score -4.512081e+07 nChanged 169741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -45221984.000000 Penalty: 6331.537598
	Iteration 1F: 3 clusters Score -4.522198e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 190440 members 
Entering Unmasked Estep 
Score: -45224440.000000 Penalty: 6331.537598
	Iteration 2Q: 3 clusters Score -4.522444e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153085 members 
Mstep: Class 2 contains 196743 members 
Entering Unmasked Estep 
Score: -45228456.000000 Penalty: 6331.537598
	Iteration 3Q: 3 clusters Score -4.522846e+07 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 204775 members 
Entering Unmasked Estep 
Score: -45234592.000000 Penalty: 6331.537598
	Iteration 4Q: 3 clusters Score -4.523459e+07 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136475 members 
Mstep: Class 2 contains 213353 members 
Entering Unmasked Estep 
Score: -45244184.000000 Penalty: 6331.537598
	Iteration 5F: 3 clusters Score -4.524418e+07 nChanged 22488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 219215 members 
Entering Unmasked Estep 
Score: -45258464.000000 Penalty: 6331.537598
	Iteration 6F: 3 clusters Score -4.525846e+07 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 219919 members 
Entering Unmasked Estep 
Score: -45274876.000000 Penalty: 6331.537598
	Iteration 7F: 3 clusters Score -4.527488e+07 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 216284 members 
Entering Unmasked Estep 
Score: -45284076.000000 Penalty: 6331.537598
	Iteration 8F: 3 clusters Score -4.528408e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 211940 members 
Entering Unmasked Estep 
Score: -45286996.000000 Penalty: 6331.537598
	Iteration 9Q: 3 clusters Score -4.5287e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 207948 members 
Entering Unmasked Estep 
Score: -45287596.000000 Penalty: 6331.537598
	Iteration 10Q: 3 clusters Score -4.52876e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 204348 members 
Entering Unmasked Estep 
Score: -45288012.000000 Penalty: 6331.537598
	Iteration 11Q: 3 clusters Score -4.528801e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 201247 members 
Entering Unmasked Estep 
Score: -45288144.000000 Penalty: 6331.537598
	Iteration 12Q: 3 clusters Score -4.528814e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 198399 members 
Entering Unmasked Estep 
Score: -45288356.000000 Penalty: 6331.537598
	Iteration 13Q: 3 clusters Score -4.528836e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 195631 members 
Entering Unmasked Estep 
Score: -45288432.000000 Penalty: 6331.537598
	Iteration 14Q: 3 clusters Score -4.528843e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 193101 members 
Entering Unmasked Estep 
Score: -45288460.000000 Penalty: 6331.537598
	Iteration 15Q: 3 clusters Score -4.528846e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -45288536.000000 Penalty: 6331.537598
	Iteration 16Q: 3 clusters Score -4.528854e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -45288536.000000 Penalty: 6331.537598
	Iteration 17Q: 3 clusters Score -4.528854e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 186296 members 
Entering Unmasked Estep 
Score: -45288520.000000 Penalty: 6331.537598
	Iteration 18Q: 3 clusters Score -4.528852e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 184407 members 
Entering Unmasked Estep 
Score: -45288604.000000 Penalty: 6331.537598
	Iteration 19Q: 3 clusters Score -4.52886e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 182646 members 
Entering Unmasked Estep 
Score: -45288824.000000 Penalty: 6331.537598
	Iteration 20F: 3 clusters Score -4.528882e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168920 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -45288928.000000 Penalty: 6331.537598
	Iteration 21Q: 3 clusters Score -4.528893e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -45289152.000000 Penalty: 6331.537598
	Iteration 22Q: 3 clusters Score -4.528915e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172711 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -45289284.000000 Penalty: 6331.537598
	Iteration 23Q: 3 clusters Score -4.528928e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174781 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -45289420.000000 Penalty: 6331.537598
	Iteration 24Q: 3 clusters Score -4.528942e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 172720 members 
Entering Unmasked Estep 
Score: -45289480.000000 Penalty: 6331.537598
	Iteration 25Q: 3 clusters Score -4.528948e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 170283 members 
Entering Unmasked Estep 
Score: -45289532.000000 Penalty: 6331.537598
	Iteration 26Q: 3 clusters Score -4.528953e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182306 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -45289440.000000 Penalty: 6331.537598
	Iteration 27Q: 3 clusters Score -4.528944e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 164443 members 
Entering Unmasked Estep 
Score: -45289392.000000 Penalty: 6331.537598
	Iteration 28Q: 3 clusters Score -4.528939e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -45289364.000000 Penalty: 6331.537598
	Iteration 29Q: 3 clusters Score -4.528936e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193772 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -45289312.000000 Penalty: 6331.537598
	Iteration 30Q: 3 clusters Score -4.528931e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -45289332.000000 Penalty: 6331.537598
	Iteration 31Q: 3 clusters Score -4.528933e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207129 members 
Mstep: Class 2 contains 142699 members 
Entering Unmasked Estep 
Score: -45289588.000000 Penalty: 6331.537598
	Iteration 32Q: 3 clusters Score -4.528959e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 133329 members 
Entering Unmasked Estep 
Score: -45289840.000000 Penalty: 6331.537598
	Iteration 33Q: 3 clusters Score -4.528984e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228418 members 
Mstep: Class 2 contains 121410 members 
Entering Unmasked Estep 
Score: -45290820.000000 Penalty: 6331.537598
	Iteration 34Q: 3 clusters Score -4.529082e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242896 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -45292304.000000 Penalty: 6331.537598
	Iteration 35Q: 3 clusters Score -4.52923e+07 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258672 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -45295088.000000 Penalty: 6331.537598
	Iteration 36Q: 3 clusters Score -4.529509e+07 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274796 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -45297728.000000 Penalty: 6331.537598
	Iteration 37Q: 3 clusters Score -4.529773e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289658 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -45300696.000000 Penalty: 6331.537598
	Iteration 38Q: 3 clusters Score -4.53007e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302068 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -45302532.000000 Penalty: 6331.537598
	Iteration 39Q: 3 clusters Score -4.530253e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312153 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -45308588.000000 Penalty: 6331.537598
	Iteration 40F: 3 clusters Score -4.530859e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325751 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -45313936.000000 Penalty: 6331.537598
	Iteration 41Q: 3 clusters Score -4.531394e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335682 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -45319164.000000 Penalty: 6331.537598
	Iteration 42Q: 3 clusters Score -4.531916e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341954 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -45321368.000000 Penalty: 6331.537598
	Iteration 43Q: 3 clusters Score -4.532137e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345654 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -45323844.000000 Penalty: 6331.537598
	Iteration 44Q: 3 clusters Score -4.532384e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347662 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -45325464.000000 Penalty: 6331.537598
	Iteration 45Q: 3 clusters Score -4.532546e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348592 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -45326228.000000 Penalty: 6331.537598
	Iteration 46Q: 3 clusters Score -4.532623e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349018 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -45326636.000000 Penalty: 6331.537598
	Iteration 47Q: 3 clusters Score -4.532664e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349218 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -45326812.000000 Penalty: 6331.537598
	Iteration 48Q: 3 clusters Score -4.532681e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349324 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45326940.000000 Penalty: 6331.537598
	Iteration 49Q: 3 clusters Score -4.532694e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45326976.000000 Penalty: 6331.537598
	Iteration 50Q: 3 clusters Score -4.532698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349425 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45327020.000000 Penalty: 6331.537598
	Iteration 51Q: 3 clusters Score -4.532702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349446 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45327048.000000 Penalty: 6331.537598
	Iteration 52Q: 3 clusters Score -4.532705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349454 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45327044.000000 Penalty: 6331.537598
	Iteration 53Q: 3 clusters Score -4.532704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349462 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45327056.000000 Penalty: 6331.537598
	Iteration 54Q: 3 clusters Score -4.532706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45327080.000000 Penalty: 6331.537598
	Iteration 55Q: 3 clusters Score -4.532708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45327080.000000 Penalty: 6331.537598
	Iteration 56Q: 3 clusters Score -4.532708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45327080.000000 Penalty: 6331.537598
	Iteration 57F: 3 clusters Score -4.532708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1796283.000000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1796283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1785663.250000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1785663 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1789130.875000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1789131 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1789770.500000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1789770 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1790448.125000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1790448 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1791138.625000 Penalty: 4761.439453
	Iteration 4F: 3 clusters Score -1791139 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1791711.875000 Penalty: 4761.439453
	Iteration 5F: 3 clusters Score -1791712 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1792185.000000 Penalty: 4761.439453
	Iteration 6Q: 3 clusters Score -1792185 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1792552.750000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1792553 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1792800.875000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1792801 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1793016.875000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1793017 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1793204.750000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1793205 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1793351.250000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1793351 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1793471.500000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1793472 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1793574.375000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1793574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1793657.250000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1793657 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1793732.625000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1793733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1793788.625000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1793789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1793841.625000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1793842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1793897.500000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1793898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1793958.000000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1793958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1794015.500000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1794016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1794060.000000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1794060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1794089.000000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1794089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1794116.250000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1794116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1794147.750000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1794148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1794173.750000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1794174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1794207.375000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1794207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1794254.125000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1794254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1794292.375000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1794292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1794341.625000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1794342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1794376.375000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1794376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1794404.125000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1794404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1794421.750000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1794422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1794435.750000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1794436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1794457.250000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1794457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1794482.250000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1794482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1794509.750000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1794510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1794543.500000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1794544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1794571.250000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1794571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1794592.125000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1794592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1794605.500000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1794606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1794627.625000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1794628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1794633.875000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1794634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1794649.500000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1794650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1794675.750000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1794676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1794705.125000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1794705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794733.750000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1794734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794745.500000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1794746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794762.375000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1794762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1794776.000000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1794776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1794779.500000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1794780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1794787.750000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1794788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1794795.500000 Penalty: 4761.439453
	Iteration 52Q: 3 clusters Score -1794796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794797.250000 Penalty: 4761.439453
	Iteration 53Q: 3 clusters Score -1794797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1794802.375000 Penalty: 4761.439453
	Iteration 54Q: 3 clusters Score -1794802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1794805.750000 Penalty: 4761.439453
	Iteration 55Q: 3 clusters Score -1794806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1794810.375000 Penalty: 4761.439453
	Iteration 56Q: 3 clusters Score -1794810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1794819.750000 Penalty: 4761.439453
	Iteration 57Q: 3 clusters Score -1794820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1794821.625000 Penalty: 4761.439453
	Iteration 58Q: 3 clusters Score -1794822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1794830.000000 Penalty: 4761.439453
	Iteration 59Q: 3 clusters Score -1794830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1794835.750000 Penalty: 4761.439453
	Iteration 60F: 3 clusters Score -1794836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1794836.625000 Penalty: 4761.439453
	Iteration 61Q: 3 clusters Score -1794837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1794839.250000 Penalty: 4761.439453
	Iteration 62Q: 3 clusters Score -1794839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1794838.125000 Penalty: 4761.439453
	Iteration 63Q: 3 clusters Score -1794838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1794840.125000 Penalty: 4761.439453
	Iteration 64Q: 3 clusters Score -1794840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1794840.250000 Penalty: 4761.439453
	Iteration 65Q: 3 clusters Score -1794840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1794840.250000 Penalty: 4761.439453
	Iteration 66F: 3 clusters Score -1794840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -163282.359375 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -163282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161007.265625 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -161007.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161464.546875 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -161464.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161617.734375 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -161617.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161715.781250 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -161715.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161759.171875 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -161759.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161787.015625 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -161787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161805.421875 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -161805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161822.343750 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -161822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161834.546875 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -161834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161840.671875 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -161840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161850.703125 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -161850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161856.250000 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -161856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161862.796875 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -161862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -161870.343750 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -161870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161875.593750 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -161875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -161880.578125 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -161880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161882.812500 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -161882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161886.250000 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -161886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161892.515625 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -161892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161900.671875 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -161900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161908.187500 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -161908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161924.578125 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -161924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161936.703125 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -161936.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161946.671875 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -161946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161954.296875 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -161954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161968.437500 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -161968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161980.437500 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -161980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161992.812500 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -161992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162009.000000 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -162009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162028.109375 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -162028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162043.078125 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -162043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162052.609375 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -162052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162058.859375 Penalty: 3631.965088
	Iteration 32Q: 3 clusters Score -162058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162067.296875 Penalty: 3631.965088
	Iteration 33Q: 3 clusters Score -162067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162081.640625 Penalty: 3631.965088
	Iteration 34Q: 3 clusters Score -162081.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162098.625000 Penalty: 3631.965088
	Iteration 35Q: 3 clusters Score -162098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162112.140625 Penalty: 3631.965088
	Iteration 36Q: 3 clusters Score -162112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162137.718750 Penalty: 3631.965088
	Iteration 37Q: 3 clusters Score -162137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162161.312500 Penalty: 3631.965088
	Iteration 38Q: 3 clusters Score -162161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162183.703125 Penalty: 3631.965088
	Iteration 39Q: 3 clusters Score -162183.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162208.265625 Penalty: 3631.965088
	Iteration 40F: 3 clusters Score -162208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162225.359375 Penalty: 3631.965088
	Iteration 41Q: 3 clusters Score -162225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162245.171875 Penalty: 3631.965088
	Iteration 42Q: 3 clusters Score -162245.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162276.250000 Penalty: 3631.965088
	Iteration 43Q: 3 clusters Score -162276.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162316.343750 Penalty: 3631.965088
	Iteration 44Q: 3 clusters Score -162316.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162354.093750 Penalty: 3631.965088
	Iteration 45Q: 3 clusters Score -162354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162399.343750 Penalty: 3631.965088
	Iteration 46Q: 3 clusters Score -162399.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162435.484375 Penalty: 3631.965088
	Iteration 47Q: 3 clusters Score -162435.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162455.296875 Penalty: 3631.965088
	Iteration 48Q: 3 clusters Score -162455.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162466.109375 Penalty: 3631.965088
	Iteration 49Q: 3 clusters Score -162466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162470.875000 Penalty: 3631.965088
	Iteration 50Q: 3 clusters Score -162470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162479.046875 Penalty: 3631.965088
	Iteration 51Q: 3 clusters Score -162479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162484.093750 Penalty: 3631.965088
	Iteration 52Q: 3 clusters Score -162484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162489.812500 Penalty: 3631.965088
	Iteration 53Q: 3 clusters Score -162489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162492.812500 Penalty: 3631.965088
	Iteration 54Q: 3 clusters Score -162492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162493.687500 Penalty: 3631.965088
	Iteration 55Q: 3 clusters Score -162493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162495.968750 Penalty: 3631.965088
	Iteration 56Q: 3 clusters Score -162496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162500.406250 Penalty: 3631.965088
	Iteration 57Q: 3 clusters Score -162500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162506.718750 Penalty: 3631.965088
	Iteration 58Q: 3 clusters Score -162506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162514.796875 Penalty: 3631.965088
	Iteration 59Q: 3 clusters Score -162514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162528.500000 Penalty: 3631.965088
	Iteration 60F: 3 clusters Score -162528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162543.703125 Penalty: 3631.965088
	Iteration 61Q: 3 clusters Score -162543.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162558.828125 Penalty: 3631.965088
	Iteration 62Q: 3 clusters Score -162558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162571.328125 Penalty: 3631.965088
	Iteration 63Q: 3 clusters Score -162571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162573.765625 Penalty: 3631.965088
	Iteration 64Q: 3 clusters Score -162573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162575.312500 Penalty: 3631.965088
	Iteration 65Q: 3 clusters Score -162575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162578.468750 Penalty: 3631.965088
	Iteration 66Q: 3 clusters Score -162578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162580.921875 Penalty: 3631.965088
	Iteration 67Q: 3 clusters Score -162580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162583.234375 Penalty: 3631.965088
	Iteration 68Q: 3 clusters Score -162583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162585.593750 Penalty: 3631.965088
	Iteration 69Q: 3 clusters Score -162585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162590.937500 Penalty: 3631.965088
	Iteration 70Q: 3 clusters Score -162590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162595.734375 Penalty: 3631.965088
	Iteration 71Q: 3 clusters Score -162595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162598.484375 Penalty: 3631.965088
	Iteration 72Q: 3 clusters Score -162598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162603.125000 Penalty: 3631.965088
	Iteration 73Q: 3 clusters Score -162603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162606.875000 Penalty: 3631.965088
	Iteration 74Q: 3 clusters Score -162606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162609.468750 Penalty: 3631.965088
	Iteration 75Q: 3 clusters Score -162609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162615.031250 Penalty: 3631.965088
	Iteration 76Q: 3 clusters Score -162615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162625.406250 Penalty: 3631.965088
	Iteration 77Q: 3 clusters Score -162625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162633.359375 Penalty: 3631.965088
	Iteration 78Q: 3 clusters Score -162633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162640.140625 Penalty: 3631.965088
	Iteration 79Q: 3 clusters Score -162640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -162650.093750 Penalty: 3631.965088
	Iteration 80F: 3 clusters Score -162650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -162653.687500 Penalty: 3631.965088
	Iteration 81Q: 3 clusters Score -162653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162657.953125 Penalty: 3631.965088
	Iteration 82Q: 3 clusters Score -162658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162662.750000 Penalty: 3631.965088
	Iteration 83Q: 3 clusters Score -162662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162670.500000 Penalty: 3631.965088
	Iteration 84Q: 3 clusters Score -162670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162672.765625 Penalty: 3631.965088
	Iteration 85Q: 3 clusters Score -162672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162672.765625 Penalty: 3631.965088
	Iteration 86F: 3 clusters Score -162672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Entering Unmasked Estep 
Score: -1179849.375000 Penalty: 2269.293701
	Iteration 0F: 2 clusters Score -1179849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1172554.250000 Penalty: 4538.587402
	Iteration 0F: 3 clusters Score -1172554 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1174552.250000 Penalty: 4538.587402
	Iteration 1F: 3 clusters Score -1174552 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1174835.500000 Penalty: 4538.587402
	Iteration 2F: 3 clusters Score -1174836 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1175048.000000 Penalty: 4538.587402
	Iteration 3Q: 3 clusters Score -1175048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1175210.625000 Penalty: 4538.587402
	Iteration 4Q: 3 clusters Score -1175211 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1175349.125000 Penalty: 4538.587402
	Iteration 5Q: 3 clusters Score -1175349 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1175475.750000 Penalty: 4538.587402
	Iteration 6Q: 3 clusters Score -1175476 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1175595.875000 Penalty: 4538.587402
	Iteration 7Q: 3 clusters Score -1175596 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1175715.125000 Penalty: 4538.587402
	Iteration 8Q: 3 clusters Score -1175715 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1175862.750000 Penalty: 4538.587402
	Iteration 9Q: 3 clusters Score -1175863 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1176041.875000 Penalty: 4538.587402
	Iteration 10Q: 3 clusters Score -1176042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1176234.500000 Penalty: 4538.587402
	Iteration 11Q: 3 clusters Score -1176234 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1176449.375000 Penalty: 4538.587402
	Iteration 12Q: 3 clusters Score -1176449 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1176670.875000 Penalty: 4538.587402
	Iteration 13Q: 3 clusters Score -1176671 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1176858.500000 Penalty: 4538.587402
	Iteration 14Q: 3 clusters Score -1176858 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1177011.750000 Penalty: 4538.587402
	Iteration 15Q: 3 clusters Score -1177012 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1177150.625000 Penalty: 4538.587402
	Iteration 16Q: 3 clusters Score -1177151 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1177280.875000 Penalty: 4538.587402
	Iteration 17Q: 3 clusters Score -1177281 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1177379.875000 Penalty: 4538.587402
	Iteration 18Q: 3 clusters Score -1177380 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1177485.000000 Penalty: 4538.587402
	Iteration 19Q: 3 clusters Score -1177485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1177578.625000 Penalty: 4538.587402
	Iteration 20F: 3 clusters Score -1177579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1177642.750000 Penalty: 4538.587402
	Iteration 21Q: 3 clusters Score -1177643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1177688.000000 Penalty: 4538.587402
	Iteration 22Q: 3 clusters Score -1177688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1177728.125000 Penalty: 4538.587402
	Iteration 23Q: 3 clusters Score -1177728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1177748.875000 Penalty: 4538.587402
	Iteration 24Q: 3 clusters Score -1177749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1177763.125000 Penalty: 4538.587402
	Iteration 25Q: 3 clusters Score -1177763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1177774.000000 Penalty: 4538.587402
	Iteration 26Q: 3 clusters Score -1177774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1177781.125000 Penalty: 4538.587402
	Iteration 27Q: 3 clusters Score -1177781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1177791.125000 Penalty: 4538.587402
	Iteration 28Q: 3 clusters Score -1177791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1177791.750000 Penalty: 4538.587402
	Iteration 29Q: 3 clusters Score -1177792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1177793.500000 Penalty: 4538.587402
	Iteration 30Q: 3 clusters Score -1177794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1177796.750000 Penalty: 4538.587402
	Iteration 31Q: 3 clusters Score -1177797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1177796.750000 Penalty: 4538.587402
	Iteration 32F: 3 clusters Score -1177797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Entering Unmasked Estep 
Score: -3488901.250000 Penalty: 2525.039795
	Iteration 0F: 2 clusters Score -3488901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3470695.750000 Penalty: 5050.079590
	Iteration 0F: 3 clusters Score -3470696 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3476902.250000 Penalty: 5050.079590
	Iteration 1F: 3 clusters Score -3476902 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3477260.250000 Penalty: 5050.079590
	Iteration 2Q: 3 clusters Score -3477260 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3477569.500000 Penalty: 5050.079590
	Iteration 3Q: 3 clusters Score -3477570 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3477857.250000 Penalty: 5050.079590
	Iteration 4Q: 3 clusters Score -3477857 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3478116.250000 Penalty: 5050.079590
	Iteration 5Q: 3 clusters Score -3478116 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3478445.500000 Penalty: 5050.079590
	Iteration 6Q: 3 clusters Score -3478446 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3478814.500000 Penalty: 5050.079590
	Iteration 7Q: 3 clusters Score -3478814 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3479259.500000 Penalty: 5050.079590
	Iteration 8Q: 3 clusters Score -3479260 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3479909.750000 Penalty: 5050.079590
	Iteration 9Q: 3 clusters Score -3479910 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3480760.750000 Penalty: 5050.079590
	Iteration 10Q: 3 clusters Score -3480761 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3481807.250000 Penalty: 5050.079590
	Iteration 11F: 3 clusters Score -3481807 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3482959.000000 Penalty: 5050.079590
	Iteration 12F: 3 clusters Score -3482959 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3484036.250000 Penalty: 5050.079590
	Iteration 13Q: 3 clusters Score -3484036 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3484939.250000 Penalty: 5050.079590
	Iteration 14Q: 3 clusters Score -3484939 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3485509.750000 Penalty: 5050.079590
	Iteration 15Q: 3 clusters Score -3485510 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3485933.250000 Penalty: 5050.079590
	Iteration 16Q: 3 clusters Score -3485933 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3486181.000000 Penalty: 5050.079590
	Iteration 17Q: 3 clusters Score -3486181 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3486334.750000 Penalty: 5050.079590
	Iteration 18Q: 3 clusters Score -3486335 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3486452.000000 Penalty: 5050.079590
	Iteration 19Q: 3 clusters Score -3486452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3486526.250000 Penalty: 5050.079590
	Iteration 20F: 3 clusters Score -3486526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3486593.500000 Penalty: 5050.079590
	Iteration 21Q: 3 clusters Score -3486594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3486639.250000 Penalty: 5050.079590
	Iteration 22Q: 3 clusters Score -3486639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3486678.250000 Penalty: 5050.079590
	Iteration 23Q: 3 clusters Score -3486678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3486710.500000 Penalty: 5050.079590
	Iteration 24Q: 3 clusters Score -3486710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3486722.250000 Penalty: 5050.079590
	Iteration 25Q: 3 clusters Score -3486722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3486729.000000 Penalty: 5050.079590
	Iteration 26Q: 3 clusters Score -3486729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3486736.000000 Penalty: 5050.079590
	Iteration 27Q: 3 clusters Score -3486736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3486742.000000 Penalty: 5050.079590
	Iteration 28Q: 3 clusters Score -3486742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3486741.250000 Penalty: 5050.079590
	Iteration 29Q: 3 clusters Score -3486741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3486744.000000 Penalty: 5050.079590
	Iteration 30Q: 3 clusters Score -3486744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3486744.750000 Penalty: 5050.079590
	Iteration 31Q: 3 clusters Score -3486745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3486751.750000 Penalty: 5050.079590
	Iteration 32Q: 3 clusters Score -3486752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3486756.500000 Penalty: 5050.079590
	Iteration 33Q: 3 clusters Score -3486756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3486759.750000 Penalty: 5050.079590
	Iteration 34Q: 3 clusters Score -3486760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3486766.500000 Penalty: 5050.079590
	Iteration 35Q: 3 clusters Score -3486766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3486768.000000 Penalty: 5050.079590
	Iteration 36Q: 3 clusters Score -3486768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3486771.000000 Penalty: 5050.079590
	Iteration 37Q: 3 clusters Score -3486771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3486773.250000 Penalty: 5050.079590
	Iteration 38Q: 3 clusters Score -3486773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3486777.750000 Penalty: 5050.079590
	Iteration 39Q: 3 clusters Score -3486778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3486781.250000 Penalty: 5050.079590
	Iteration 40F: 3 clusters Score -3486781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3486779.750000 Penalty: 5050.079590
	Iteration 41Q: 3 clusters Score -3486780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3486779.750000 Penalty: 5050.079590
	Iteration 42F: 3 clusters Score -3486780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Entering Unmasked Estep 
Score: -2332722.750000 Penalty: 2424.967285
	Iteration 0F: 2 clusters Score -2332723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2320100.750000 Penalty: 4849.934570
	Iteration 0F: 3 clusters Score -2320101 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2324372.750000 Penalty: 4849.934570
	Iteration 1F: 3 clusters Score -2324373 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2324944.000000 Penalty: 4849.934570
	Iteration 2F: 3 clusters Score -2324944 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2325430.250000 Penalty: 4849.934570
	Iteration 3F: 3 clusters Score -2325430 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2325836.750000 Penalty: 4849.934570
	Iteration 4F: 3 clusters Score -2325837 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2326254.000000 Penalty: 4849.934570
	Iteration 5Q: 3 clusters Score -2326254 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2326745.250000 Penalty: 4849.934570
	Iteration 6F: 3 clusters Score -2326745 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2327237.750000 Penalty: 4849.934570
	Iteration 7Q: 3 clusters Score -2327238 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2327720.500000 Penalty: 4849.934570
	Iteration 8Q: 3 clusters Score -2327720 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2328191.500000 Penalty: 4849.934570
	Iteration 9Q: 3 clusters Score -2328192 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2328659.500000 Penalty: 4849.934570
	Iteration 10Q: 3 clusters Score -2328660 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2329033.500000 Penalty: 4849.934570
	Iteration 11Q: 3 clusters Score -2329034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2329331.250000 Penalty: 4849.934570
	Iteration 12Q: 3 clusters Score -2329331 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2329571.250000 Penalty: 4849.934570
	Iteration 13Q: 3 clusters Score -2329571 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2329720.000000 Penalty: 4849.934570
	Iteration 14Q: 3 clusters Score -2329720 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2329858.750000 Penalty: 4849.934570
	Iteration 15Q: 3 clusters Score -2329859 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2329970.500000 Penalty: 4849.934570
	Iteration 16Q: 3 clusters Score -2329970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2330036.250000 Penalty: 4849.934570
	Iteration 17Q: 3 clusters Score -2330036 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2330093.750000 Penalty: 4849.934570
	Iteration 18Q: 3 clusters Score -2330094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2330139.750000 Penalty: 4849.934570
	Iteration 19Q: 3 clusters Score -2330140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2330180.000000 Penalty: 4849.934570
	Iteration 20F: 3 clusters Score -2330180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2330217.000000 Penalty: 4849.934570
	Iteration 21Q: 3 clusters Score -2330217 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2330251.000000 Penalty: 4849.934570
	Iteration 22Q: 3 clusters Score -2330251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2330279.250000 Penalty: 4849.934570
	Iteration 23Q: 3 clusters Score -2330279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2330288.000000 Penalty: 4849.934570
	Iteration 24Q: 3 clusters Score -2330288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2330319.250000 Penalty: 4849.934570
	Iteration 25Q: 3 clusters Score -2330319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2330338.250000 Penalty: 4849.934570
	Iteration 26Q: 3 clusters Score -2330338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2330360.750000 Penalty: 4849.934570
	Iteration 27Q: 3 clusters Score -2330361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2330385.250000 Penalty: 4849.934570
	Iteration 28Q: 3 clusters Score -2330385 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2330410.000000 Penalty: 4849.934570
	Iteration 29Q: 3 clusters Score -2330410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2330444.750000 Penalty: 4849.934570
	Iteration 30Q: 3 clusters Score -2330445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2330459.500000 Penalty: 4849.934570
	Iteration 31Q: 3 clusters Score -2330460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2330469.750000 Penalty: 4849.934570
	Iteration 32Q: 3 clusters Score -2330470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2330489.250000 Penalty: 4849.934570
	Iteration 33Q: 3 clusters Score -2330489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2330509.750000 Penalty: 4849.934570
	Iteration 34Q: 3 clusters Score -2330510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2330518.000000 Penalty: 4849.934570
	Iteration 35Q: 3 clusters Score -2330518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2330525.750000 Penalty: 4849.934570
	Iteration 36Q: 3 clusters Score -2330526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2330538.500000 Penalty: 4849.934570
	Iteration 37Q: 3 clusters Score -2330538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2330547.750000 Penalty: 4849.934570
	Iteration 38Q: 3 clusters Score -2330548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2330554.500000 Penalty: 4849.934570
	Iteration 39Q: 3 clusters Score -2330554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2330564.000000 Penalty: 4849.934570
	Iteration 40F: 3 clusters Score -2330564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2330576.000000 Penalty: 4849.934570
	Iteration 41Q: 3 clusters Score -2330576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2330580.250000 Penalty: 4849.934570
	Iteration 42Q: 3 clusters Score -2330580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2330580.250000 Penalty: 4849.934570
	Iteration 43Q: 3 clusters Score -2330580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2330584.750000 Penalty: 4849.934570
	Iteration 44Q: 3 clusters Score -2330585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2330583.250000 Penalty: 4849.934570
	Iteration 45Q: 3 clusters Score -2330583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2330595.250000 Penalty: 4849.934570
	Iteration 46Q: 3 clusters Score -2330595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2330602.250000 Penalty: 4849.934570
	Iteration 47Q: 3 clusters Score -2330602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2330608.500000 Penalty: 4849.934570
	Iteration 48Q: 3 clusters Score -2330608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2330617.750000 Penalty: 4849.934570
	Iteration 49Q: 3 clusters Score -2330618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2330630.750000 Penalty: 4849.934570
	Iteration 50Q: 3 clusters Score -2330631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2330640.250000 Penalty: 4849.934570
	Iteration 51Q: 3 clusters Score -2330640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2330646.500000 Penalty: 4849.934570
	Iteration 52Q: 3 clusters Score -2330646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2330653.750000 Penalty: 4849.934570
	Iteration 53Q: 3 clusters Score -2330654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2330655.750000 Penalty: 4849.934570
	Iteration 54Q: 3 clusters Score -2330656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2330658.250000 Penalty: 4849.934570
	Iteration 55Q: 3 clusters Score -2330658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2330658.000000 Penalty: 4849.934570
	Iteration 56Q: 3 clusters Score -2330658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2330662.500000 Penalty: 4849.934570
	Iteration 57Q: 3 clusters Score -2330662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2330672.500000 Penalty: 4849.934570
	Iteration 58Q: 3 clusters Score -2330672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2330677.000000 Penalty: 4849.934570
	Iteration 59Q: 3 clusters Score -2330677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2330679.250000 Penalty: 4849.934570
	Iteration 60F: 3 clusters Score -2330679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2330678.500000 Penalty: 4849.934570
	Iteration 61Q: 3 clusters Score -2330678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2330679.500000 Penalty: 4849.934570
	Iteration 62Q: 3 clusters Score -2330680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2330679.500000 Penalty: 4849.934570
	Iteration 63Q: 3 clusters Score -2330680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2330679.500000 Penalty: 4849.934570
	Iteration 64F: 3 clusters Score -2330680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -324031.343750 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -324031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321068.937500 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -321068.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321581.093750 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -321581.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321707.156250 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -321707.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -321776.625000 Penalty: 3892.683838
	Iteration 3Q: 3 clusters Score -321776.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -321806.468750 Penalty: 3892.683838
	Iteration 4Q: 3 clusters Score -321806.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321838.281250 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -321838.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -321869.937500 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -321869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -321887.343750 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -321887.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -321897.718750 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -321897.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321908.000000 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -321908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -321915.781250 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -321915.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321920.812500 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -321920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321924.437500 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -321924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321932.218750 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -321932.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321942.500000 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -321942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -321947.468750 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -321947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321954.843750 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -321954.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -321963.781250 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -321963.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -321970.906250 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -321970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321978.875000 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -321978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -321987.156250 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -321987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321996.562500 Penalty: 3892.683838
	Iteration 21Q: 3 clusters Score -321996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -322003.437500 Penalty: 3892.683838
	Iteration 22Q: 3 clusters Score -322003.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -322007.656250 Penalty: 3892.683838
	Iteration 23Q: 3 clusters Score -322007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -322014.312500 Penalty: 3892.683838
	Iteration 24Q: 3 clusters Score -322014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322021.468750 Penalty: 3892.683838
	Iteration 25Q: 3 clusters Score -322021.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -322030.906250 Penalty: 3892.683838
	Iteration 26Q: 3 clusters Score -322030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -322038.156250 Penalty: 3892.683838
	Iteration 27Q: 3 clusters Score -322038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322046.937500 Penalty: 3892.683838
	Iteration 28Q: 3 clusters Score -322046.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -322052.656250 Penalty: 3892.683838
	Iteration 29Q: 3 clusters Score -322052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -322058.250000 Penalty: 3892.683838
	Iteration 30Q: 3 clusters Score -322058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -322061.375000 Penalty: 3892.683838
	Iteration 31Q: 3 clusters Score -322061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -322062.281250 Penalty: 3892.683838
	Iteration 32Q: 3 clusters Score -322062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -322063.468750 Penalty: 3892.683838
	Iteration 33Q: 3 clusters Score -322063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -322066.187500 Penalty: 3892.683838
	Iteration 34Q: 3 clusters Score -322066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322072.843750 Penalty: 3892.683838
	Iteration 35Q: 3 clusters Score -322072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -322077.875000 Penalty: 3892.683838
	Iteration 36Q: 3 clusters Score -322077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -322080.968750 Penalty: 3892.683838
	Iteration 37Q: 3 clusters Score -322081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -322082.718750 Penalty: 3892.683838
	Iteration 38Q: 3 clusters Score -322082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322084.062500 Penalty: 3892.683838
	Iteration 39Q: 3 clusters Score -322084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322084.875000 Penalty: 3892.683838
	Iteration 40F: 3 clusters Score -322084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322085.343750 Penalty: 3892.683838
	Iteration 41Q: 3 clusters Score -322085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322085.343750 Penalty: 3892.683838
	Iteration 42F: 3 clusters Score -322085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Entering Unmasked Estep 
Score: -1691828.625000 Penalty: 2359.689941
	Iteration 0F: 2 clusters Score -1691829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1681880.875000 Penalty: 4719.379883
	Iteration 0F: 3 clusters Score -1681881 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1685124.125000 Penalty: 4719.379883
	Iteration 1F: 3 clusters Score -1685124 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1685631.250000 Penalty: 4719.379883
	Iteration 2F: 3 clusters Score -1685631 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1686074.250000 Penalty: 4719.379883
	Iteration 3F: 3 clusters Score -1686074 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1686463.625000 Penalty: 4719.379883
	Iteration 4F: 3 clusters Score -1686464 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1686811.875000 Penalty: 4719.379883
	Iteration 5Q: 3 clusters Score -1686812 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1687147.625000 Penalty: 4719.379883
	Iteration 6Q: 3 clusters Score -1687148 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1687457.375000 Penalty: 4719.379883
	Iteration 7Q: 3 clusters Score -1687457 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1687710.875000 Penalty: 4719.379883
	Iteration 8Q: 3 clusters Score -1687711 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1687935.750000 Penalty: 4719.379883
	Iteration 9Q: 3 clusters Score -1687936 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1688128.625000 Penalty: 4719.379883
	Iteration 10Q: 3 clusters Score -1688129 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1688314.375000 Penalty: 4719.379883
	Iteration 11Q: 3 clusters Score -1688314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1688531.750000 Penalty: 4719.379883
	Iteration 12Q: 3 clusters Score -1688532 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1688792.625000 Penalty: 4719.379883
	Iteration 13Q: 3 clusters Score -1688793 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1689072.250000 Penalty: 4719.379883
	Iteration 14Q: 3 clusters Score -1689072 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1689331.000000 Penalty: 4719.379883
	Iteration 15Q: 3 clusters Score -1689331 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1689540.750000 Penalty: 4719.379883
	Iteration 16Q: 3 clusters Score -1689541 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1689735.500000 Penalty: 4719.379883
	Iteration 17Q: 3 clusters Score -1689736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1689887.750000 Penalty: 4719.379883
	Iteration 18Q: 3 clusters Score -1689888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1689969.125000 Penalty: 4719.379883
	Iteration 19Q: 3 clusters Score -1689969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1690031.750000 Penalty: 4719.379883
	Iteration 20F: 3 clusters Score -1690032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1690083.625000 Penalty: 4719.379883
	Iteration 21Q: 3 clusters Score -1690084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1690126.625000 Penalty: 4719.379883
	Iteration 22Q: 3 clusters Score -1690127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1690172.750000 Penalty: 4719.379883
	Iteration 23Q: 3 clusters Score -1690173 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1690221.000000 Penalty: 4719.379883
	Iteration 24Q: 3 clusters Score -1690221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1690265.125000 Penalty: 4719.379883
	Iteration 25Q: 3 clusters Score -1690265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1690304.500000 Penalty: 4719.379883
	Iteration 26Q: 3 clusters Score -1690304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1690342.750000 Penalty: 4719.379883
	Iteration 27Q: 3 clusters Score -1690343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1690373.250000 Penalty: 4719.379883
	Iteration 28Q: 3 clusters Score -1690373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1690397.125000 Penalty: 4719.379883
	Iteration 29Q: 3 clusters Score -1690397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1690425.875000 Penalty: 4719.379883
	Iteration 30Q: 3 clusters Score -1690426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1690455.125000 Penalty: 4719.379883
	Iteration 31Q: 3 clusters Score -1690455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1690471.625000 Penalty: 4719.379883
	Iteration 32Q: 3 clusters Score -1690472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1690482.750000 Penalty: 4719.379883
	Iteration 33Q: 3 clusters Score -1690483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1690508.000000 Penalty: 4719.379883
	Iteration 34Q: 3 clusters Score -1690508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1690524.500000 Penalty: 4719.379883
	Iteration 35Q: 3 clusters Score -1690524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1690544.625000 Penalty: 4719.379883
	Iteration 36Q: 3 clusters Score -1690545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1690563.250000 Penalty: 4719.379883
	Iteration 37Q: 3 clusters Score -1690563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1690581.625000 Penalty: 4719.379883
	Iteration 38Q: 3 clusters Score -1690582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1690615.750000 Penalty: 4719.379883
	Iteration 39Q: 3 clusters Score -1690616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1690632.250000 Penalty: 4719.379883
	Iteration 40F: 3 clusters Score -1690632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1690649.125000 Penalty: 4719.379883
	Iteration 41Q: 3 clusters Score -1690649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1690654.000000 Penalty: 4719.379883
	Iteration 42Q: 3 clusters Score -1690654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1690664.250000 Penalty: 4719.379883
	Iteration 43Q: 3 clusters Score -1690664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1690675.625000 Penalty: 4719.379883
	Iteration 44Q: 3 clusters Score -1690676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1690679.500000 Penalty: 4719.379883
	Iteration 45Q: 3 clusters Score -1690680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1690682.750000 Penalty: 4719.379883
	Iteration 46Q: 3 clusters Score -1690683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1690685.875000 Penalty: 4719.379883
	Iteration 47Q: 3 clusters Score -1690686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1690688.750000 Penalty: 4719.379883
	Iteration 48Q: 3 clusters Score -1690689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1690692.500000 Penalty: 4719.379883
	Iteration 49Q: 3 clusters Score -1690692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1690696.875000 Penalty: 4719.379883
	Iteration 50Q: 3 clusters Score -1690697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1690701.000000 Penalty: 4719.379883
	Iteration 51Q: 3 clusters Score -1690701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1690704.750000 Penalty: 4719.379883
	Iteration 52Q: 3 clusters Score -1690705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1690710.625000 Penalty: 4719.379883
	Iteration 53Q: 3 clusters Score -1690711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1690713.750000 Penalty: 4719.379883
	Iteration 54Q: 3 clusters Score -1690714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1690712.750000 Penalty: 4719.379883
	Iteration 55Q: 3 clusters Score -1690713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1690715.625000 Penalty: 4719.379883
	Iteration 56Q: 3 clusters Score -1690716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1690715.750000 Penalty: 4719.379883
	Iteration 57Q: 3 clusters Score -1690716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1690717.500000 Penalty: 4719.379883
	Iteration 58Q: 3 clusters Score -1690718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1690719.375000 Penalty: 4719.379883
	Iteration 59Q: 3 clusters Score -1690719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1690718.875000 Penalty: 4719.379883
	Iteration 60F: 3 clusters Score -1690719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1690721.250000 Penalty: 4719.379883
	Iteration 61Q: 3 clusters Score -1690721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1690721.500000 Penalty: 4719.379883
	Iteration 62Q: 3 clusters Score -1690722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1690722.750000 Penalty: 4719.379883
	Iteration 63Q: 3 clusters Score -1690723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1690723.875000 Penalty: 4719.379883
	Iteration 64Q: 3 clusters Score -1690724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1690725.625000 Penalty: 4719.379883
	Iteration 65Q: 3 clusters Score -1690726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1690727.750000 Penalty: 4719.379883
	Iteration 66Q: 3 clusters Score -1690728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1690728.375000 Penalty: 4719.379883
	Iteration 67Q: 3 clusters Score -1690728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1690729.500000 Penalty: 4719.379883
	Iteration 68Q: 3 clusters Score -1690730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1690731.375000 Penalty: 4719.379883
	Iteration 69Q: 3 clusters Score -1690731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1690733.125000 Penalty: 4719.379883
	Iteration 70Q: 3 clusters Score -1690733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1690731.875000 Penalty: 4719.379883
	Iteration 71Q: 3 clusters Score -1690732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1690731.875000 Penalty: 4719.379883
	Iteration 72F: 3 clusters Score -1690732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -128501.937500 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -128501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126423.648438 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -126423.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127104.070312 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -127104.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127461.101562 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -127461.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127703.812500 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -127703.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -127966.125000 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -127966.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -128155.984375 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -128156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -128335.382812 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -128335.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -128461.914062 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -128461.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -128541.742188 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -128541.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -128591.320312 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -128591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -128611.304688 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -128611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -128631.875000 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -128631.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -128643.070312 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -128643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -128654.734375 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -128654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -128658.312500 Penalty: 3582.754639
	Iteration 14F: 3 clusters Score -128658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -128661.828125 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -128661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -128662.867188 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -128662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -128662.867188 Penalty: 3582.754639
	Iteration 17F: 3 clusters Score -128662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52087 members 
Mstep: Class 9 contains 349828 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 36014 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15013 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50223 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55859 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 178 members 
Entering Unmasked Estep 
Score: -104953704.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104955152.000000 to -104953704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1432748.500000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1432748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1424293.250000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1424293 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1426971.625000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1426972 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1427361.250000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1427361 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1427687.125000 Penalty: 4625.955078
	Iteration 3F: 3 clusters Score -1427687 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1427977.625000 Penalty: 4625.955078
	Iteration 4Q: 3 clusters Score -1427978 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1428266.000000 Penalty: 4625.955078
	Iteration 5Q: 3 clusters Score -1428266 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1428570.625000 Penalty: 4625.955078
	Iteration 6Q: 3 clusters Score -1428571 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1428860.250000 Penalty: 4625.955078
	Iteration 7Q: 3 clusters Score -1428860 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1429179.750000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1429180 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1429497.750000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1429498 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1429781.625000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1429782 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1430019.125000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1430019 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1430165.875000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1430166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1430288.250000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1430288 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1430392.250000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1430392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1430477.125000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1430477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1430550.500000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1430550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1430608.625000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1430609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1430655.750000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1430656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1430684.125000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1430684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1430714.500000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1430714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1430739.625000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1430740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1430757.625000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1430758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1430775.375000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1430775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1430792.875000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1430793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1430808.125000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1430808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1430815.625000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1430816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1430828.375000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1430828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1430835.875000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1430836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1430838.250000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1430838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1430844.375000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1430844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1430850.250000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1430850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1430851.125000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1430851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1430857.250000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1430857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1430867.125000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1430867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1430883.125000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1430883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1430894.125000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1430894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1430897.500000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1430898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1430902.875000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1430903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1430905.125000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1430905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1430913.250000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1430913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1430917.125000 Penalty: 4625.955078
	Iteration 41Q: 3 clusters Score -1430917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1430924.375000 Penalty: 4625.955078
	Iteration 42Q: 3 clusters Score -1430924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1430934.750000 Penalty: 4625.955078
	Iteration 43Q: 3 clusters Score -1430935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1430946.375000 Penalty: 4625.955078
	Iteration 44Q: 3 clusters Score -1430946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1430961.250000 Penalty: 4625.955078
	Iteration 45Q: 3 clusters Score -1430961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1430971.750000 Penalty: 4625.955078
	Iteration 46Q: 3 clusters Score -1430972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1430985.625000 Penalty: 4625.955078
	Iteration 47Q: 3 clusters Score -1430986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1431001.875000 Penalty: 4625.955078
	Iteration 48Q: 3 clusters Score -1431002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1431032.375000 Penalty: 4625.955078
	Iteration 49Q: 3 clusters Score -1431032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1431066.875000 Penalty: 4625.955078
	Iteration 50Q: 3 clusters Score -1431067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1431091.875000 Penalty: 4625.955078
	Iteration 51Q: 3 clusters Score -1431092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1431115.000000 Penalty: 4625.955078
	Iteration 52Q: 3 clusters Score -1431115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1431127.500000 Penalty: 4625.955078
	Iteration 53Q: 3 clusters Score -1431128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1431137.125000 Penalty: 4625.955078
	Iteration 54Q: 3 clusters Score -1431137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1431139.375000 Penalty: 4625.955078
	Iteration 55Q: 3 clusters Score -1431139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1431150.625000 Penalty: 4625.955078
	Iteration 56Q: 3 clusters Score -1431151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1431153.000000 Penalty: 4625.955078
	Iteration 57Q: 3 clusters Score -1431153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1431156.875000 Penalty: 4625.955078
	Iteration 58Q: 3 clusters Score -1431157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1431158.250000 Penalty: 4625.955078
	Iteration 59Q: 3 clusters Score -1431158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1431158.625000 Penalty: 4625.955078
	Iteration 60F: 3 clusters Score -1431159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Entering Unmasked Estep 
Score: -4683658.500000 Penalty: 2601.932373
	Iteration 0F: 2 clusters Score -4683658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4659086.000000 Penalty: 5203.864746
	Iteration 0F: 3 clusters Score -4659086 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4668048.000000 Penalty: 5203.864746
	Iteration 1F: 3 clusters Score -4668048 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4668726.000000 Penalty: 5203.864746
	Iteration 2Q: 3 clusters Score -4668726 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4669605.000000 Penalty: 5203.864746
	Iteration 3F: 3 clusters Score -4669605 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4670983.000000 Penalty: 5203.864746
	Iteration 4F: 3 clusters Score -4670983 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4673025.500000 Penalty: 5203.864746
	Iteration 5F: 3 clusters Score -4673026 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4675703.500000 Penalty: 5203.864746
	Iteration 6F: 3 clusters Score -4675704 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4678338.000000 Penalty: 5203.864746
	Iteration 7F: 3 clusters Score -4678338 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4680001.000000 Penalty: 5203.864746
	Iteration 8Q: 3 clusters Score -4680001 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4680818.000000 Penalty: 5203.864746
	Iteration 9Q: 3 clusters Score -4680818 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4681128.000000 Penalty: 5203.864746
	Iteration 10Q: 3 clusters Score -4681128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4681281.500000 Penalty: 5203.864746
	Iteration 11Q: 3 clusters Score -4681282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4681344.500000 Penalty: 5203.864746
	Iteration 12Q: 3 clusters Score -4681344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4681394.000000 Penalty: 5203.864746
	Iteration 13Q: 3 clusters Score -4681394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4681423.000000 Penalty: 5203.864746
	Iteration 14Q: 3 clusters Score -4681423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4681445.000000 Penalty: 5203.864746
	Iteration 15Q: 3 clusters Score -4681445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4681472.000000 Penalty: 5203.864746
	Iteration 16Q: 3 clusters Score -4681472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4681482.500000 Penalty: 5203.864746
	Iteration 17Q: 3 clusters Score -4681482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4681491.500000 Penalty: 5203.864746
	Iteration 18Q: 3 clusters Score -4681492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4681495.000000 Penalty: 5203.864746
	Iteration 19Q: 3 clusters Score -4681495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4681498.000000 Penalty: 5203.864746
	Iteration 20F: 3 clusters Score -4681498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4681505.000000 Penalty: 5203.864746
	Iteration 21Q: 3 clusters Score -4681505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4681507.500000 Penalty: 5203.864746
	Iteration 22Q: 3 clusters Score -4681508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4681507.500000 Penalty: 5203.864746
	Iteration 23F: 3 clusters Score -4681508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 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 215 members 
Entering Unmasked Estep 
Score: -45057.835938 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -45057.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45340.781250 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45340.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45488.144531 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45488.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45591.382812 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -45591.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45675.308594 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -45675.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45805.304688 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -45805.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45922.910156 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -45922.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46001.246094 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -46001.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46045.972656 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -46045.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46152.457031 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -46152.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46250.386719 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -46250.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46299.367188 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -46299.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46344.097656 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -46344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46373.031250 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -46373.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46380.574219 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -46380.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46392.792969 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -46392.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46397.160156 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -46397.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46400.656250 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -46400.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46409.976562 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -46409.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46411.550781 Penalty: 3026.869141
	Iteration 19F: 3 clusters Score -46411.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46426.144531 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -46426.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52087 members 
Mstep: Class 9 contains 349828 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 36014 members 
Mstep: Class 20 contains 164 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15013 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50223 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55859 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 283 members 
Entering Unmasked Estep 
Score: -104953264.000000 Penalty: 125167.218750
Splitting cluster 20 changes total score from -104955152.000000 to -104953264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (44569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Entering Unmasked Estep 
Score: -5676048.000000 Penalty: 2654.788818
	Iteration 0F: 2 clusters Score -5676048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5645741.000000 Penalty: 5309.577637
	Iteration 0F: 3 clusters Score -5645741 nChanged 20489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5657075.000000 Penalty: 5309.577637
	Iteration 1F: 3 clusters Score -5657075 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5657515.500000 Penalty: 5309.577637
	Iteration 2Q: 3 clusters Score -5657516 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5657903.500000 Penalty: 5309.577637
	Iteration 3Q: 3 clusters Score -5657904 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5658302.000000 Penalty: 5309.577637
	Iteration 4Q: 3 clusters Score -5658302 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5658720.000000 Penalty: 5309.577637
	Iteration 5Q: 3 clusters Score -5658720 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -5659296.000000 Penalty: 5309.577637
	Iteration 6Q: 3 clusters Score -5659296 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5660100.000000 Penalty: 5309.577637
	Iteration 7Q: 3 clusters Score -5660100 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -5661363.000000 Penalty: 5309.577637
	Iteration 8F: 3 clusters Score -5661363 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5663417.000000 Penalty: 5309.577637
	Iteration 9F: 3 clusters Score -5663417 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5666346.000000 Penalty: 5309.577637
	Iteration 10F: 3 clusters Score -5666346 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5669530.000000 Penalty: 5309.577637
	Iteration 11F: 3 clusters Score -5669530 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5672013.000000 Penalty: 5309.577637
	Iteration 12F: 3 clusters Score -5672013 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5673094.000000 Penalty: 5309.577637
	Iteration 13Q: 3 clusters Score -5673094 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5673501.000000 Penalty: 5309.577637
	Iteration 14Q: 3 clusters Score -5673501 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5673659.500000 Penalty: 5309.577637
	Iteration 15Q: 3 clusters Score -5673660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -5673743.500000 Penalty: 5309.577637
	Iteration 16Q: 3 clusters Score -5673744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5673785.500000 Penalty: 5309.577637
	Iteration 17Q: 3 clusters Score -5673786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -5673817.000000 Penalty: 5309.577637
	Iteration 18Q: 3 clusters Score -5673817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5673828.500000 Penalty: 5309.577637
	Iteration 19Q: 3 clusters Score -5673828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5673841.500000 Penalty: 5309.577637
	Iteration 20F: 3 clusters Score -5673842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5673843.500000 Penalty: 5309.577637
	Iteration 21Q: 3 clusters Score -5673844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5673852.000000 Penalty: 5309.577637
	Iteration 22Q: 3 clusters Score -5673852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5673861.000000 Penalty: 5309.577637
	Iteration 23Q: 3 clusters Score -5673861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5673858.000000 Penalty: 5309.577637
	Iteration 24Q: 3 clusters Score -5673858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5673862.500000 Penalty: 5309.577637
	Iteration 25Q: 3 clusters Score -5673862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5673859.500000 Penalty: 5309.577637
	Iteration 26Q: 3 clusters Score -5673860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5673870.000000 Penalty: 5309.577637
	Iteration 27Q: 3 clusters Score -5673870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5673868.000000 Penalty: 5309.577637
	Iteration 28Q: 3 clusters Score -5673868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5673869.000000 Penalty: 5309.577637
	Iteration 29Q: 3 clusters Score -5673869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5673867.500000 Penalty: 5309.577637
	Iteration 30Q: 3 clusters Score -5673868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5673867.500000 Penalty: 5309.577637
	Iteration 31F: 3 clusters Score -5673868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Entering Unmasked Estep 
Score: -3006123.250000 Penalty: 2494.588135
	Iteration 0F: 2 clusters Score -3006123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2989778.500000 Penalty: 4989.176270
	Iteration 0F: 3 clusters Score -2989778 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2995356.250000 Penalty: 4989.176270
	Iteration 1F: 3 clusters Score -2995356 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2995843.000000 Penalty: 4989.176270
	Iteration 2F: 3 clusters Score -2995843 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2996391.500000 Penalty: 4989.176270
	Iteration 3Q: 3 clusters Score -2996392 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2997126.000000 Penalty: 4989.176270
	Iteration 4F: 3 clusters Score -2997126 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2998145.000000 Penalty: 4989.176270
	Iteration 5F: 3 clusters Score -2998145 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2999550.000000 Penalty: 4989.176270
	Iteration 6F: 3 clusters Score -2999550 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3001340.500000 Penalty: 4989.176270
	Iteration 7F: 3 clusters Score -3001340 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3002924.000000 Penalty: 4989.176270
	Iteration 8F: 3 clusters Score -3002924 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3004016.500000 Penalty: 4989.176270
	Iteration 9F: 3 clusters Score -3004016 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3004666.750000 Penalty: 4989.176270
	Iteration 10Q: 3 clusters Score -3004667 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3005043.750000 Penalty: 4989.176270
	Iteration 11Q: 3 clusters Score -3005044 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3005220.000000 Penalty: 4989.176270
	Iteration 12Q: 3 clusters Score -3005220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3005302.250000 Penalty: 4989.176270
	Iteration 13Q: 3 clusters Score -3005302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3005366.750000 Penalty: 4989.176270
	Iteration 14Q: 3 clusters Score -3005367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3005393.000000 Penalty: 4989.176270
	Iteration 15Q: 3 clusters Score -3005393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3005406.250000 Penalty: 4989.176270
	Iteration 16Q: 3 clusters Score -3005406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3005424.750000 Penalty: 4989.176270
	Iteration 17Q: 3 clusters Score -3005425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3005426.000000 Penalty: 4989.176270
	Iteration 18Q: 3 clusters Score -3005426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3005434.250000 Penalty: 4989.176270
	Iteration 19Q: 3 clusters Score -3005434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3005429.250000 Penalty: 4989.176270
	Iteration 20F: 3 clusters Score -3005429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3005433.250000 Penalty: 4989.176270
	Iteration 21Q: 3 clusters Score -3005433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3005431.500000 Penalty: 4989.176270
	Iteration 22Q: 3 clusters Score -3005432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3005433.500000 Penalty: 4989.176270
	Iteration 23Q: 3 clusters Score -3005434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3005432.750000 Penalty: 4989.176270
	Iteration 24Q: 3 clusters Score -3005433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3005439.500000 Penalty: 4989.176270
	Iteration 25Q: 3 clusters Score -3005440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3005444.000000 Penalty: 4989.176270
	Iteration 26Q: 3 clusters Score -3005444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3005446.250000 Penalty: 4989.176270
	Iteration 27Q: 3 clusters Score -3005446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3005448.500000 Penalty: 4989.176270
	Iteration 28Q: 3 clusters Score -3005448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3005449.750000 Penalty: 4989.176270
	Iteration 29Q: 3 clusters Score -3005450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3005448.250000 Penalty: 4989.176270
	Iteration 30Q: 3 clusters Score -3005448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3005447.500000 Penalty: 4989.176270
	Iteration 31Q: 3 clusters Score -3005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3005445.500000 Penalty: 4989.176270
	Iteration 32Q: 3 clusters Score -3005446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3005448.250000 Penalty: 4989.176270
	Iteration 33Q: 3 clusters Score -3005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3005445.250000 Penalty: 4989.176270
	Iteration 34Q: 3 clusters Score -3005445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3005446.750000 Penalty: 4989.176270
	Iteration 35Q: 3 clusters Score -3005447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3005445.750000 Penalty: 4989.176270
	Iteration 36Q: 3 clusters Score -3005446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3005448.250000 Penalty: 4989.176270
	Iteration 37Q: 3 clusters Score -3005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3005449.750000 Penalty: 4989.176270
	Iteration 38Q: 3 clusters Score -3005450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3005449.750000 Penalty: 4989.176270
	Iteration 39F: 3 clusters Score -3005450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -528430.375000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -528430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -524426.000000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -524426 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -525425.750000 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -525425.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -525757.125000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -525757.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -526062.062500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -526062.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -526352.562500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -526352.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -526615.875000 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -526615.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -526807.187500 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -526807.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -526906.500000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -526906.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -526971.062500 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -526971.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -527023.625000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -527023.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -527059.562500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -527059.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -527083.062500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -527083.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -527100.875000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -527100.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -527123.562500 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -527123.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -527150.375000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -527150.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -527161.375000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -527161.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -527165.875000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -527165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -527173.937500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -527173.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -527185.687500 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -527185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -527196.625000 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -527196.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -527206.750000 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -527206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -527220.375000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -527220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -527234.250000 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -527234.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -527242.562500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -527242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -527248.250000 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -527248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -527251.375000 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -527251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -527255.812500 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -527255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -527257.125000 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -527257.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -527261.312500 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -527261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -527263.187500 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -527263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -527263.500000 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -527263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -527266.125000 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -527266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -527267.937500 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -527267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -527267.937500 Penalty: 4152.938965
	Iteration 33F: 3 clusters Score -527267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Entering Unmasked Estep 
Score: -1703379.625000 Penalty: 2386.203369
	Iteration 0F: 2 clusters Score -1703380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1692542.000000 Penalty: 4772.406738
	Iteration 0F: 3 clusters Score -1692542 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1696219.500000 Penalty: 4772.406738
	Iteration 1F: 3 clusters Score -1696220 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1696938.125000 Penalty: 4772.406738
	Iteration 2F: 3 clusters Score -1696938 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1697572.000000 Penalty: 4772.406738
	Iteration 3F: 3 clusters Score -1697572 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1698071.500000 Penalty: 4772.406738
	Iteration 4F: 3 clusters Score -1698072 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1698430.375000 Penalty: 4772.406738
	Iteration 5Q: 3 clusters Score -1698430 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1698699.250000 Penalty: 4772.406738
	Iteration 6Q: 3 clusters Score -1698699 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1698920.875000 Penalty: 4772.406738
	Iteration 7Q: 3 clusters Score -1698921 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1699156.750000 Penalty: 4772.406738
	Iteration 8Q: 3 clusters Score -1699157 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1699388.500000 Penalty: 4772.406738
	Iteration 9Q: 3 clusters Score -1699388 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1699579.875000 Penalty: 4772.406738
	Iteration 10Q: 3 clusters Score -1699580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1699782.000000 Penalty: 4772.406738
	Iteration 11Q: 3 clusters Score -1699782 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1699964.250000 Penalty: 4772.406738
	Iteration 12Q: 3 clusters Score -1699964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1700119.250000 Penalty: 4772.406738
	Iteration 13Q: 3 clusters Score -1700119 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1700287.750000 Penalty: 4772.406738
	Iteration 14Q: 3 clusters Score -1700288 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1700430.375000 Penalty: 4772.406738
	Iteration 15Q: 3 clusters Score -1700430 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1700533.375000 Penalty: 4772.406738
	Iteration 16Q: 3 clusters Score -1700533 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1700627.500000 Penalty: 4772.406738
	Iteration 17Q: 3 clusters Score -1700628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1700720.625000 Penalty: 4772.406738
	Iteration 18Q: 3 clusters Score -1700721 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1700805.125000 Penalty: 4772.406738
	Iteration 19Q: 3 clusters Score -1700805 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1700876.125000 Penalty: 4772.406738
	Iteration 20F: 3 clusters Score -1700876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1700953.500000 Penalty: 4772.406738
	Iteration 21Q: 3 clusters Score -1700954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1701031.000000 Penalty: 4772.406738
	Iteration 22Q: 3 clusters Score -1701031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1701083.625000 Penalty: 4772.406738
	Iteration 23Q: 3 clusters Score -1701084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1701145.500000 Penalty: 4772.406738
	Iteration 24Q: 3 clusters Score -1701146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1701210.000000 Penalty: 4772.406738
	Iteration 25Q: 3 clusters Score -1701210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1701256.250000 Penalty: 4772.406738
	Iteration 26Q: 3 clusters Score -1701256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1701290.125000 Penalty: 4772.406738
	Iteration 27Q: 3 clusters Score -1701290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1701334.125000 Penalty: 4772.406738
	Iteration 28Q: 3 clusters Score -1701334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1701364.875000 Penalty: 4772.406738
	Iteration 29Q: 3 clusters Score -1701365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1701388.625000 Penalty: 4772.406738
	Iteration 30Q: 3 clusters Score -1701389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1701404.500000 Penalty: 4772.406738
	Iteration 31Q: 3 clusters Score -1701404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1701419.250000 Penalty: 4772.406738
	Iteration 32Q: 3 clusters Score -1701419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1701427.875000 Penalty: 4772.406738
	Iteration 33Q: 3 clusters Score -1701428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1701435.625000 Penalty: 4772.406738
	Iteration 34Q: 3 clusters Score -1701436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1701444.625000 Penalty: 4772.406738
	Iteration 35Q: 3 clusters Score -1701445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1701450.875000 Penalty: 4772.406738
	Iteration 36Q: 3 clusters Score -1701451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1701462.500000 Penalty: 4772.406738
	Iteration 37Q: 3 clusters Score -1701462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1701472.875000 Penalty: 4772.406738
	Iteration 38Q: 3 clusters Score -1701473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1701484.875000 Penalty: 4772.406738
	Iteration 39Q: 3 clusters Score -1701485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1701497.625000 Penalty: 4772.406738
	Iteration 40F: 3 clusters Score -1701498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1701506.375000 Penalty: 4772.406738
	Iteration 41Q: 3 clusters Score -1701506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1701519.375000 Penalty: 4772.406738
	Iteration 42Q: 3 clusters Score -1701519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1701523.625000 Penalty: 4772.406738
	Iteration 43Q: 3 clusters Score -1701524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1701525.750000 Penalty: 4772.406738
	Iteration 44Q: 3 clusters Score -1701526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1701529.125000 Penalty: 4772.406738
	Iteration 45Q: 3 clusters Score -1701529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1701531.875000 Penalty: 4772.406738
	Iteration 46Q: 3 clusters Score -1701532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1701529.625000 Penalty: 4772.406738
	Iteration 47Q: 3 clusters Score -1701530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1701532.375000 Penalty: 4772.406738
	Iteration 48Q: 3 clusters Score -1701532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1701533.375000 Penalty: 4772.406738
	Iteration 49Q: 3 clusters Score -1701533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1701533.625000 Penalty: 4772.406738
	Iteration 50Q: 3 clusters Score -1701534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1701535.125000 Penalty: 4772.406738
	Iteration 51Q: 3 clusters Score -1701535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1701536.250000 Penalty: 4772.406738
	Iteration 52Q: 3 clusters Score -1701536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1701535.625000 Penalty: 4772.406738
	Iteration 53Q: 3 clusters Score -1701536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1701535.625000 Penalty: 4772.406738
	Iteration 54F: 3 clusters Score -1701536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Entering Unmasked Estep 
Score: -1982486.375000 Penalty: 2384.934570
	Iteration 0F: 2 clusters Score -1982486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1971524.875000 Penalty: 4769.869141
	Iteration 0F: 3 clusters Score -1971525 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1974944.625000 Penalty: 4769.869141
	Iteration 1F: 3 clusters Score -1974945 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1975293.500000 Penalty: 4769.869141
	Iteration 2F: 3 clusters Score -1975294 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1975598.125000 Penalty: 4769.869141
	Iteration 3Q: 3 clusters Score -1975598 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1975863.375000 Penalty: 4769.869141
	Iteration 4Q: 3 clusters Score -1975863 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1976110.750000 Penalty: 4769.869141
	Iteration 5Q: 3 clusters Score -1976111 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1976402.625000 Penalty: 4769.869141
	Iteration 6Q: 3 clusters Score -1976403 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1976755.375000 Penalty: 4769.869141
	Iteration 7Q: 3 clusters Score -1976755 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1977218.500000 Penalty: 4769.869141
	Iteration 8Q: 3 clusters Score -1977218 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1977854.375000 Penalty: 4769.869141
	Iteration 9F: 3 clusters Score -1977854 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1978622.125000 Penalty: 4769.869141
	Iteration 10F: 3 clusters Score -1978622 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1979264.375000 Penalty: 4769.869141
	Iteration 11F: 3 clusters Score -1979264 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1979740.500000 Penalty: 4769.869141
	Iteration 12Q: 3 clusters Score -1979740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1980039.250000 Penalty: 4769.869141
	Iteration 13Q: 3 clusters Score -1980039 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1980197.000000 Penalty: 4769.869141
	Iteration 14Q: 3 clusters Score -1980197 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1980291.500000 Penalty: 4769.869141
	Iteration 15Q: 3 clusters Score -1980292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1980343.375000 Penalty: 4769.869141
	Iteration 16Q: 3 clusters Score -1980343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1980368.500000 Penalty: 4769.869141
	Iteration 17Q: 3 clusters Score -1980368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1980395.625000 Penalty: 4769.869141
	Iteration 18Q: 3 clusters Score -1980396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1980423.250000 Penalty: 4769.869141
	Iteration 19Q: 3 clusters Score -1980423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1980444.250000 Penalty: 4769.869141
	Iteration 20F: 3 clusters Score -1980444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1980457.875000 Penalty: 4769.869141
	Iteration 21Q: 3 clusters Score -1980458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1980469.375000 Penalty: 4769.869141
	Iteration 22Q: 3 clusters Score -1980469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1980481.625000 Penalty: 4769.869141
	Iteration 23Q: 3 clusters Score -1980482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1980498.625000 Penalty: 4769.869141
	Iteration 24Q: 3 clusters Score -1980499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1980502.500000 Penalty: 4769.869141
	Iteration 25Q: 3 clusters Score -1980502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1980511.125000 Penalty: 4769.869141
	Iteration 26Q: 3 clusters Score -1980511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1980516.000000 Penalty: 4769.869141
	Iteration 27Q: 3 clusters Score -1980516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1980515.500000 Penalty: 4769.869141
	Iteration 28Q: 3 clusters Score -1980516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1980517.750000 Penalty: 4769.869141
	Iteration 29Q: 3 clusters Score -1980518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1980518.625000 Penalty: 4769.869141
	Iteration 30Q: 3 clusters Score -1980519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1980518.625000 Penalty: 4769.869141
	Iteration 31F: 3 clusters Score -1980519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -437924.125000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -437924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -434364.937500 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -434364.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -435022.000000 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -435022 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -435168.437500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -435168.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -435258.000000 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -435258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435323.281250 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -435323.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435385.875000 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -435385.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -435432.656250 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -435432.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -435477.187500 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -435477.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -435504.531250 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -435504.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435532.156250 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -435532.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -435555.375000 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -435555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -435566.906250 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -435566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -435573.406250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -435573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -435581.281250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -435581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -435587.968750 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -435588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -435592.437500 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -435592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -435595.500000 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -435595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -435598.437500 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -435598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -435602.625000 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -435602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435606.062500 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -435606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -435607.437500 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -435607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -435607.250000 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -435607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -435608.250000 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -435608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -435609.468750 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -435609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -435609.093750 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -435609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -435609.093750 Penalty: 4041.629150
	Iteration 25F: 3 clusters Score -435609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -258855.984375 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -258856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -256207.406250 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -256207.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256696.593750 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -256696.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256823.500000 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -256823.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256889.593750 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -256889.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -256934.656250 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -256934.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -256967.656250 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -256967.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256991.046875 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -256991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -257005.453125 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -257005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257017.171875 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -257017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257026.875000 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -257026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257032.812500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -257032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257038.625000 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -257038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257042.828125 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -257042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257044.875000 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -257044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257047.218750 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -257047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257049.468750 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -257049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -257051.890625 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -257051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257056.000000 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -257056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257061.328125 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -257061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257063.343750 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -257063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257063.484375 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -257063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257065.734375 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -257065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257066.328125 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -257066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -257066.656250 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -257066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -257066.656250 Penalty: 3799.416748
	Iteration 24F: 3 clusters Score -257066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Entering Unmasked Estep 
Score: -980897.312500 Penalty: 2257.179199
	Iteration 0F: 2 clusters Score -980897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -973881.875000 Penalty: 4514.358398
	Iteration 0F: 3 clusters Score -973881.9 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -976091.062500 Penalty: 4514.358398
	Iteration 1F: 3 clusters Score -976091.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -976664.250000 Penalty: 4514.358398
	Iteration 2F: 3 clusters Score -976664.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -977315.312500 Penalty: 4514.358398
	Iteration 3F: 3 clusters Score -977315.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -977980.437500 Penalty: 4514.358398
	Iteration 4F: 3 clusters Score -977980.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -978489.375000 Penalty: 4514.358398
	Iteration 5F: 3 clusters Score -978489.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -978847.750000 Penalty: 4514.358398
	Iteration 6F: 3 clusters Score -978847.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -979100.875000 Penalty: 4514.358398
	Iteration 7Q: 3 clusters Score -979100.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -979284.000000 Penalty: 4514.358398
	Iteration 8Q: 3 clusters Score -979284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -979433.000000 Penalty: 4514.358398
	Iteration 9Q: 3 clusters Score -979433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -979561.812500 Penalty: 4514.358398
	Iteration 10Q: 3 clusters Score -979561.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -979651.500000 Penalty: 4514.358398
	Iteration 11Q: 3 clusters Score -979651.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -979731.812500 Penalty: 4514.358398
	Iteration 12Q: 3 clusters Score -979731.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -979805.437500 Penalty: 4514.358398
	Iteration 13Q: 3 clusters Score -979805.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -979870.375000 Penalty: 4514.358398
	Iteration 14Q: 3 clusters Score -979870.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -979931.625000 Penalty: 4514.358398
	Iteration 15Q: 3 clusters Score -979931.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -979996.250000 Penalty: 4514.358398
	Iteration 16Q: 3 clusters Score -979996.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -980059.812500 Penalty: 4514.358398
	Iteration 17Q: 3 clusters Score -980059.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -980108.062500 Penalty: 4514.358398
	Iteration 18Q: 3 clusters Score -980108.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -980155.312500 Penalty: 4514.358398
	Iteration 19Q: 3 clusters Score -980155.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -980181.750000 Penalty: 4514.358398
	Iteration 20F: 3 clusters Score -980181.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -980209.000000 Penalty: 4514.358398
	Iteration 21Q: 3 clusters Score -980209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -980238.437500 Penalty: 4514.358398
	Iteration 22Q: 3 clusters Score -980238.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -980267.750000 Penalty: 4514.358398
	Iteration 23Q: 3 clusters Score -980267.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -980297.625000 Penalty: 4514.358398
	Iteration 24Q: 3 clusters Score -980297.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -980316.812500 Penalty: 4514.358398
	Iteration 25Q: 3 clusters Score -980316.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -980332.250000 Penalty: 4514.358398
	Iteration 26Q: 3 clusters Score -980332.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -980348.000000 Penalty: 4514.358398
	Iteration 27Q: 3 clusters Score -980348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -980356.250000 Penalty: 4514.358398
	Iteration 28Q: 3 clusters Score -980356.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -980364.750000 Penalty: 4514.358398
	Iteration 29Q: 3 clusters Score -980364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -980370.750000 Penalty: 4514.358398
	Iteration 30Q: 3 clusters Score -980370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -980377.687500 Penalty: 4514.358398
	Iteration 31Q: 3 clusters Score -980377.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -980378.437500 Penalty: 4514.358398
	Iteration 32Q: 3 clusters Score -980378.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -980384.937500 Penalty: 4514.358398
	Iteration 33Q: 3 clusters Score -980384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -980387.687500 Penalty: 4514.358398
	Iteration 34Q: 3 clusters Score -980387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -980392.375000 Penalty: 4514.358398
	Iteration 35Q: 3 clusters Score -980392.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -980395.625000 Penalty: 4514.358398
	Iteration 36Q: 3 clusters Score -980395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -980399.875000 Penalty: 4514.358398
	Iteration 37Q: 3 clusters Score -980399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -980404.750000 Penalty: 4514.358398
	Iteration 38Q: 3 clusters Score -980404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -980407.937500 Penalty: 4514.358398
	Iteration 39Q: 3 clusters Score -980407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -980409.312500 Penalty: 4514.358398
	Iteration 40F: 3 clusters Score -980409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -980411.312500 Penalty: 4514.358398
	Iteration 41Q: 3 clusters Score -980411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -980415.625000 Penalty: 4514.358398
	Iteration 42Q: 3 clusters Score -980415.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -980418.000000 Penalty: 4514.358398
	Iteration 43Q: 3 clusters Score -980418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -980420.000000 Penalty: 4514.358398
	Iteration 44Q: 3 clusters Score -980420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -980425.437500 Penalty: 4514.358398
	Iteration 45Q: 3 clusters Score -980425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -980431.625000 Penalty: 4514.358398
	Iteration 46Q: 3 clusters Score -980431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -980434.437500 Penalty: 4514.358398
	Iteration 47Q: 3 clusters Score -980434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -980434.625000 Penalty: 4514.358398
	Iteration 48Q: 3 clusters Score -980434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -980436.812500 Penalty: 4514.358398
	Iteration 49Q: 3 clusters Score -980436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -980438.562500 Penalty: 4514.358398
	Iteration 50Q: 3 clusters Score -980438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -980440.500000 Penalty: 4514.358398
	Iteration 51Q: 3 clusters Score -980440.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -980443.187500 Penalty: 4514.358398
	Iteration 52Q: 3 clusters Score -980443.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -980445.687500 Penalty: 4514.358398
	Iteration 53Q: 3 clusters Score -980445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -980452.062500 Penalty: 4514.358398
	Iteration 54Q: 3 clusters Score -980452.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -980454.187500 Penalty: 4514.358398
	Iteration 55Q: 3 clusters Score -980454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -980457.937500 Penalty: 4514.358398
	Iteration 56Q: 3 clusters Score -980457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -980457.750000 Penalty: 4514.358398
	Iteration 57Q: 3 clusters Score -980457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -980459.375000 Penalty: 4514.358398
	Iteration 58Q: 3 clusters Score -980459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -980459.375000 Penalty: 4514.358398
	Iteration 59F: 3 clusters Score -980459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Entering Unmasked Estep 
Score: -6567835.000000 Penalty: 2684.408691
	Iteration 0F: 2 clusters Score -6567835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6533970.000000 Penalty: 5368.817383
	Iteration 0F: 3 clusters Score -6533970 nChanged 23242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -6546719.500000 Penalty: 5368.817383
	Iteration 1F: 3 clusters Score -6546720 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -6547185.500000 Penalty: 5368.817383
	Iteration 2Q: 3 clusters Score -6547186 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6547664.000000 Penalty: 5368.817383
	Iteration 3Q: 3 clusters Score -6547664 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6548083.000000 Penalty: 5368.817383
	Iteration 4Q: 3 clusters Score -6548083 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -6548533.000000 Penalty: 5368.817383
	Iteration 5Q: 3 clusters Score -6548533 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6548986.500000 Penalty: 5368.817383
	Iteration 6Q: 3 clusters Score -6548986 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -6549454.500000 Penalty: 5368.817383
	Iteration 7Q: 3 clusters Score -6549454 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -6550008.000000 Penalty: 5368.817383
	Iteration 8Q: 3 clusters Score -6550008 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6550749.500000 Penalty: 5368.817383
	Iteration 9Q: 3 clusters Score -6550750 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -6551883.500000 Penalty: 5368.817383
	Iteration 10Q: 3 clusters Score -6551884 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -6553511.000000 Penalty: 5368.817383
	Iteration 11F: 3 clusters Score -6553511 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -6555772.000000 Penalty: 5368.817383
	Iteration 12F: 3 clusters Score -6555772 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -6558113.500000 Penalty: 5368.817383
	Iteration 13F: 3 clusters Score -6558114 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6560116.000000 Penalty: 5368.817383
	Iteration 14Q: 3 clusters Score -6560116 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6561492.500000 Penalty: 5368.817383
	Iteration 15Q: 3 clusters Score -6561492 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -6562397.500000 Penalty: 5368.817383
	Iteration 16Q: 3 clusters Score -6562398 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6563046.000000 Penalty: 5368.817383
	Iteration 17Q: 3 clusters Score -6563046 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6563519.500000 Penalty: 5368.817383
	Iteration 18Q: 3 clusters Score -6563520 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6563842.000000 Penalty: 5368.817383
	Iteration 19Q: 3 clusters Score -6563842 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6564149.500000 Penalty: 5368.817383
	Iteration 20F: 3 clusters Score -6564150 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6564454.500000 Penalty: 5368.817383
	Iteration 21Q: 3 clusters Score -6564454 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6564693.500000 Penalty: 5368.817383
	Iteration 22Q: 3 clusters Score -6564694 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6564888.000000 Penalty: 5368.817383
	Iteration 23Q: 3 clusters Score -6564888 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6565034.500000 Penalty: 5368.817383
	Iteration 24Q: 3 clusters Score -6565034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6565176.500000 Penalty: 5368.817383
	Iteration 25Q: 3 clusters Score -6565176 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6565276.500000 Penalty: 5368.817383
	Iteration 26Q: 3 clusters Score -6565276 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6565338.500000 Penalty: 5368.817383
	Iteration 27Q: 3 clusters Score -6565338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6565392.500000 Penalty: 5368.817383
	Iteration 28Q: 3 clusters Score -6565392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6565438.500000 Penalty: 5368.817383
	Iteration 29Q: 3 clusters Score -6565438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6565479.000000 Penalty: 5368.817383
	Iteration 30Q: 3 clusters Score -6565479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6565512.000000 Penalty: 5368.817383
	Iteration 31Q: 3 clusters Score -6565512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6565528.500000 Penalty: 5368.817383
	Iteration 32Q: 3 clusters Score -6565528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6565553.500000 Penalty: 5368.817383
	Iteration 33Q: 3 clusters Score -6565554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6565592.000000 Penalty: 5368.817383
	Iteration 34Q: 3 clusters Score -6565592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6565609.500000 Penalty: 5368.817383
	Iteration 35Q: 3 clusters Score -6565610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6565625.000000 Penalty: 5368.817383
	Iteration 36Q: 3 clusters Score -6565625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6565630.500000 Penalty: 5368.817383
	Iteration 37Q: 3 clusters Score -6565630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6565626.500000 Penalty: 5368.817383
	Iteration 38Q: 3 clusters Score -6565626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6565630.000000 Penalty: 5368.817383
	Iteration 39Q: 3 clusters Score -6565630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6565634.500000 Penalty: 5368.817383
	Iteration 40F: 3 clusters Score -6565634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6565628.000000 Penalty: 5368.817383
	Iteration 41Q: 3 clusters Score -6565628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6565635.500000 Penalty: 5368.817383
	Iteration 42Q: 3 clusters Score -6565636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6565645.500000 Penalty: 5368.817383
	Iteration 43Q: 3 clusters Score -6565646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6565640.000000 Penalty: 5368.817383
	Iteration 44Q: 3 clusters Score -6565640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6565648.500000 Penalty: 5368.817383
	Iteration 45Q: 3 clusters Score -6565648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6565648.000000 Penalty: 5368.817383
	Iteration 46Q: 3 clusters Score -6565648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6565655.500000 Penalty: 5368.817383
	Iteration 47Q: 3 clusters Score -6565656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6565657.000000 Penalty: 5368.817383
	Iteration 48Q: 3 clusters Score -6565657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6565659.000000 Penalty: 5368.817383
	Iteration 49Q: 3 clusters Score -6565659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6565664.500000 Penalty: 5368.817383
	Iteration 50Q: 3 clusters Score -6565664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6565663.000000 Penalty: 5368.817383
	Iteration 51Q: 3 clusters Score -6565663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6565668.500000 Penalty: 5368.817383
	Iteration 52Q: 3 clusters Score -6565668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6565665.000000 Penalty: 5368.817383
	Iteration 53Q: 3 clusters Score -6565665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6565666.500000 Penalty: 5368.817383
	Iteration 54Q: 3 clusters Score -6565666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6565663.500000 Penalty: 5368.817383
	Iteration 55Q: 3 clusters Score -6565664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6565667.000000 Penalty: 5368.817383
	Iteration 56Q: 3 clusters Score -6565667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6565671.000000 Penalty: 5368.817383
	Iteration 57Q: 3 clusters Score -6565671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6565671.000000 Penalty: 5368.817383
	Iteration 58F: 3 clusters Score -6565671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Entering Unmasked Estep 
Score: -1881842.750000 Penalty: 2372.207764
	Iteration 0F: 2 clusters Score -1881843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1871432.875000 Penalty: 4744.415527
	Iteration 0F: 3 clusters Score -1871433 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1874622.000000 Penalty: 4744.415527
	Iteration 1F: 3 clusters Score -1874622 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1874964.125000 Penalty: 4744.415527
	Iteration 2F: 3 clusters Score -1874964 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1875220.750000 Penalty: 4744.415527
	Iteration 3Q: 3 clusters Score -1875221 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1875452.500000 Penalty: 4744.415527
	Iteration 4Q: 3 clusters Score -1875452 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1875711.750000 Penalty: 4744.415527
	Iteration 5Q: 3 clusters Score -1875712 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1876060.500000 Penalty: 4744.415527
	Iteration 6Q: 3 clusters Score -1876060 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1876500.375000 Penalty: 4744.415527
	Iteration 7F: 3 clusters Score -1876500 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1877060.375000 Penalty: 4744.415527
	Iteration 8F: 3 clusters Score -1877060 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1877712.625000 Penalty: 4744.415527
	Iteration 9F: 3 clusters Score -1877713 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1878354.375000 Penalty: 4744.415527
	Iteration 10F: 3 clusters Score -1878354 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1878875.375000 Penalty: 4744.415527
	Iteration 11Q: 3 clusters Score -1878875 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1879272.375000 Penalty: 4744.415527
	Iteration 12Q: 3 clusters Score -1879272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1879493.125000 Penalty: 4744.415527
	Iteration 13Q: 3 clusters Score -1879493 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1879608.000000 Penalty: 4744.415527
	Iteration 14Q: 3 clusters Score -1879608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1879668.500000 Penalty: 4744.415527
	Iteration 15Q: 3 clusters Score -1879668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1879706.250000 Penalty: 4744.415527
	Iteration 16Q: 3 clusters Score -1879706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1879740.875000 Penalty: 4744.415527
	Iteration 17Q: 3 clusters Score -1879741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1879758.875000 Penalty: 4744.415527
	Iteration 18Q: 3 clusters Score -1879759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1879773.625000 Penalty: 4744.415527
	Iteration 19Q: 3 clusters Score -1879774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1879784.750000 Penalty: 4744.415527
	Iteration 20F: 3 clusters Score -1879785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1879805.125000 Penalty: 4744.415527
	Iteration 21Q: 3 clusters Score -1879805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1879811.000000 Penalty: 4744.415527
	Iteration 22Q: 3 clusters Score -1879811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1879816.375000 Penalty: 4744.415527
	Iteration 23Q: 3 clusters Score -1879816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1879817.875000 Penalty: 4744.415527
	Iteration 24Q: 3 clusters Score -1879818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1879821.875000 Penalty: 4744.415527
	Iteration 25Q: 3 clusters Score -1879822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1879824.500000 Penalty: 4744.415527
	Iteration 26Q: 3 clusters Score -1879824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1879823.625000 Penalty: 4744.415527
	Iteration 27Q: 3 clusters Score -1879824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1879825.500000 Penalty: 4744.415527
	Iteration 28Q: 3 clusters Score -1879826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1879828.000000 Penalty: 4744.415527
	Iteration 29Q: 3 clusters Score -1879828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1879827.000000 Penalty: 4744.415527
	Iteration 30Q: 3 clusters Score -1879827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1879829.000000 Penalty: 4744.415527
	Iteration 31Q: 3 clusters Score -1879829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1879829.500000 Penalty: 4744.415527
	Iteration 32Q: 3 clusters Score -1879830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1879830.500000 Penalty: 4744.415527
	Iteration 33Q: 3 clusters Score -1879830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1879827.625000 Penalty: 4744.415527
	Iteration 34Q: 3 clusters Score -1879828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1879832.625000 Penalty: 4744.415527
	Iteration 35Q: 3 clusters Score -1879833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1879833.750000 Penalty: 4744.415527
	Iteration 36Q: 3 clusters Score -1879834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1879835.500000 Penalty: 4744.415527
	Iteration 37Q: 3 clusters Score -1879836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1879838.375000 Penalty: 4744.415527
	Iteration 38Q: 3 clusters Score -1879838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1879839.750000 Penalty: 4744.415527
	Iteration 39Q: 3 clusters Score -1879840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1879844.500000 Penalty: 4744.415527
	Iteration 40F: 3 clusters Score -1879844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1879847.625000 Penalty: 4744.415527
	Iteration 41Q: 3 clusters Score -1879848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1879848.500000 Penalty: 4744.415527
	Iteration 42Q: 3 clusters Score -1879848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1879848.125000 Penalty: 4744.415527
	Iteration 43Q: 3 clusters Score -1879848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1879848.125000 Penalty: 4744.415527
	Iteration 44F: 3 clusters Score -1879848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 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 182 members 
Entering Unmasked Estep 
Score: -34110.363281 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34110.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34361.140625 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34361.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34461.781250 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -34461.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34547.281250 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -34547.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34625.578125 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34625.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34663.234375 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -34663.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34690.855469 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34690.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34715.582031 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34715.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34755.750000 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -34755.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34790.773438 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -34790.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34821.000000 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -34821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34825.554688 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -34825.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34845.101562 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -34845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34852.101562 Penalty: 2902.692383
	Iteration 13Q: 3 clusters Score -34852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34852.101562 Penalty: 2902.692383
	Iteration 14F: 3 clusters Score -34852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1499597.125000 Penalty: 2326.845947
	Iteration 0F: 2 clusters Score -1499597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1490779.875000 Penalty: 4653.691895
	Iteration 0F: 3 clusters Score -1490780 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1493549.125000 Penalty: 4653.691895
	Iteration 1F: 3 clusters Score -1493549 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1493875.375000 Penalty: 4653.691895
	Iteration 2F: 3 clusters Score -1493875 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1494157.625000 Penalty: 4653.691895
	Iteration 3F: 3 clusters Score -1494158 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1494436.500000 Penalty: 4653.691895
	Iteration 4Q: 3 clusters Score -1494436 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1494678.000000 Penalty: 4653.691895
	Iteration 5Q: 3 clusters Score -1494678 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1494920.000000 Penalty: 4653.691895
	Iteration 6Q: 3 clusters Score -1494920 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1495151.125000 Penalty: 4653.691895
	Iteration 7Q: 3 clusters Score -1495151 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1495384.625000 Penalty: 4653.691895
	Iteration 8Q: 3 clusters Score -1495385 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1495610.625000 Penalty: 4653.691895
	Iteration 9Q: 3 clusters Score -1495611 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1495804.000000 Penalty: 4653.691895
	Iteration 10Q: 3 clusters Score -1495804 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1495966.125000 Penalty: 4653.691895
	Iteration 11Q: 3 clusters Score -1495966 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1496108.125000 Penalty: 4653.691895
	Iteration 12Q: 3 clusters Score -1496108 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1496235.375000 Penalty: 4653.691895
	Iteration 13Q: 3 clusters Score -1496235 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1496366.375000 Penalty: 4653.691895
	Iteration 14Q: 3 clusters Score -1496366 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1496494.125000 Penalty: 4653.691895
	Iteration 15Q: 3 clusters Score -1496494 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1496612.750000 Penalty: 4653.691895
	Iteration 16Q: 3 clusters Score -1496613 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1496724.125000 Penalty: 4653.691895
	Iteration 17Q: 3 clusters Score -1496724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1496830.125000 Penalty: 4653.691895
	Iteration 18Q: 3 clusters Score -1496830 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1496938.625000 Penalty: 4653.691895
	Iteration 19Q: 3 clusters Score -1496939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1497048.000000 Penalty: 4653.691895
	Iteration 20F: 3 clusters Score -1497048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1497134.500000 Penalty: 4653.691895
	Iteration 21Q: 3 clusters Score -1497134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1497206.000000 Penalty: 4653.691895
	Iteration 22Q: 3 clusters Score -1497206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1497275.125000 Penalty: 4653.691895
	Iteration 23Q: 3 clusters Score -1497275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1497331.375000 Penalty: 4653.691895
	Iteration 24Q: 3 clusters Score -1497331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1497373.125000 Penalty: 4653.691895
	Iteration 25Q: 3 clusters Score -1497373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1497404.000000 Penalty: 4653.691895
	Iteration 26Q: 3 clusters Score -1497404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1497430.500000 Penalty: 4653.691895
	Iteration 27Q: 3 clusters Score -1497430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1497459.375000 Penalty: 4653.691895
	Iteration 28Q: 3 clusters Score -1497459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1497485.500000 Penalty: 4653.691895
	Iteration 29Q: 3 clusters Score -1497486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1497510.750000 Penalty: 4653.691895
	Iteration 30Q: 3 clusters Score -1497511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1497531.750000 Penalty: 4653.691895
	Iteration 31Q: 3 clusters Score -1497532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1497552.875000 Penalty: 4653.691895
	Iteration 32Q: 3 clusters Score -1497553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1497564.250000 Penalty: 4653.691895
	Iteration 33Q: 3 clusters Score -1497564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1497568.125000 Penalty: 4653.691895
	Iteration 34Q: 3 clusters Score -1497568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1497571.500000 Penalty: 4653.691895
	Iteration 35Q: 3 clusters Score -1497572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1497571.500000 Penalty: 4653.691895
	Iteration 36F: 3 clusters Score -1497572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43725.972656 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43725.97 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43904.398438 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43904.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43955.546875 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -43955.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43997.753906 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -43997.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44017.609375 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44017.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44059.652344 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44059.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44100.683594 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44100.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44136.281250 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44136.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44151.109375 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44151.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44161.871094 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44161.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44170.527344 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -44170.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44176.265625 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -44176.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44179.605469 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -44179.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44185.906250 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -44185.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44185.906250 Penalty: 2995.966309
	Iteration 14F: 3 clusters Score -44185.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113423.343750 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113423.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113872.414062 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -113872.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114151.773438 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114151.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -114406.765625 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -114406.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114660.710938 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -114660.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114954.328125 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -114954.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115423.859375 Penalty: 3440.907715
	Iteration 6F: 3 clusters Score -115423.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115922.250000 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116226.867188 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -116226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116441.093750 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -116441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116464.187500 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -116464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116468.328125 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -116468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116468.328125 Penalty: 3440.907715
	Iteration 12F: 3 clusters Score -116468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52087 members 
Mstep: Class 9 contains 349828 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 36014 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15013 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50223 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 432 members 
Mstep: Class 35 contains 55859 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 598 members 
Entering Unmasked Estep 
Score: -104954560.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104955152.000000 to -104954560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Entering Unmasked Estep 
Score: -6698068.000000 Penalty: 2710.785400
	Iteration 0F: 2 clusters Score -6698068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6660559.000000 Penalty: 5421.570801
	Iteration 0F: 3 clusters Score -6660559 nChanged 25929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6675307.000000 Penalty: 5421.570801
	Iteration 1F: 3 clusters Score -6675307 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -6676306.500000 Penalty: 5421.570801
	Iteration 2Q: 3 clusters Score -6676306 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -6677342.000000 Penalty: 5421.570801
	Iteration 3Q: 3 clusters Score -6677342 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -6678355.000000 Penalty: 5421.570801
	Iteration 4Q: 3 clusters Score -6678355 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6679359.500000 Penalty: 5421.570801
	Iteration 5Q: 3 clusters Score -6679360 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -6680425.500000 Penalty: 5421.570801
	Iteration 6Q: 3 clusters Score -6680426 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6681525.000000 Penalty: 5421.570801
	Iteration 7Q: 3 clusters Score -6681525 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6682717.500000 Penalty: 5421.570801
	Iteration 8Q: 3 clusters Score -6682718 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -6683949.000000 Penalty: 5421.570801
	Iteration 9Q: 3 clusters Score -6683949 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6685177.500000 Penalty: 5421.570801
	Iteration 10Q: 3 clusters Score -6685178 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6686299.000000 Penalty: 5421.570801
	Iteration 11Q: 3 clusters Score -6686299 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -6687071.500000 Penalty: 5421.570801
	Iteration 12Q: 3 clusters Score -6687072 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -6687509.000000 Penalty: 5421.570801
	Iteration 13Q: 3 clusters Score -6687509 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -6687788.000000 Penalty: 5421.570801
	Iteration 14Q: 3 clusters Score -6687788 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -6688020.000000 Penalty: 5421.570801
	Iteration 15Q: 3 clusters Score -6688020 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -6688252.000000 Penalty: 5421.570801
	Iteration 16Q: 3 clusters Score -6688252 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6688408.000000 Penalty: 5421.570801
	Iteration 17Q: 3 clusters Score -6688408 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -6688579.000000 Penalty: 5421.570801
	Iteration 18Q: 3 clusters Score -6688579 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6688752.500000 Penalty: 5421.570801
	Iteration 19Q: 3 clusters Score -6688752 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -6688943.000000 Penalty: 5421.570801
	Iteration 20F: 3 clusters Score -6688943 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6689090.500000 Penalty: 5421.570801
	Iteration 21Q: 3 clusters Score -6689090 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -6689232.000000 Penalty: 5421.570801
	Iteration 22Q: 3 clusters Score -6689232 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -6689474.000000 Penalty: 5421.570801
	Iteration 23Q: 3 clusters Score -6689474 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -6689708.000000 Penalty: 5421.570801
	Iteration 24Q: 3 clusters Score -6689708 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -6690000.000000 Penalty: 5421.570801
	Iteration 25Q: 3 clusters Score -6690000 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -6690337.000000 Penalty: 5421.570801
	Iteration 26Q: 3 clusters Score -6690337 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -6690633.500000 Penalty: 5421.570801
	Iteration 27Q: 3 clusters Score -6690634 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6691016.000000 Penalty: 5421.570801
	Iteration 28Q: 3 clusters Score -6691016 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6691444.000000 Penalty: 5421.570801
	Iteration 29Q: 3 clusters Score -6691444 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6691878.000000 Penalty: 5421.570801
	Iteration 30Q: 3 clusters Score -6691878 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -6692278.000000 Penalty: 5421.570801
	Iteration 31Q: 3 clusters Score -6692278 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -6692709.500000 Penalty: 5421.570801
	Iteration 32Q: 3 clusters Score -6692710 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -6693158.000000 Penalty: 5421.570801
	Iteration 33Q: 3 clusters Score -6693158 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -6693614.000000 Penalty: 5421.570801
	Iteration 34Q: 3 clusters Score -6693614 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6694009.500000 Penalty: 5421.570801
	Iteration 35Q: 3 clusters Score -6694010 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6694403.000000 Penalty: 5421.570801
	Iteration 36Q: 3 clusters Score -6694403 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6694707.000000 Penalty: 5421.570801
	Iteration 37Q: 3 clusters Score -6694707 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6694982.500000 Penalty: 5421.570801
	Iteration 38Q: 3 clusters Score -6694982 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6695219.500000 Penalty: 5421.570801
	Iteration 39Q: 3 clusters Score -6695220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6695423.000000 Penalty: 5421.570801
	Iteration 40F: 3 clusters Score -6695423 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6695599.000000 Penalty: 5421.570801
	Iteration 41Q: 3 clusters Score -6695599 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6695766.000000 Penalty: 5421.570801
	Iteration 42Q: 3 clusters Score -6695766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6695899.500000 Penalty: 5421.570801
	Iteration 43Q: 3 clusters Score -6695900 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6696020.500000 Penalty: 5421.570801
	Iteration 44Q: 3 clusters Score -6696020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6696086.000000 Penalty: 5421.570801
	Iteration 45Q: 3 clusters Score -6696086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6696151.000000 Penalty: 5421.570801
	Iteration 46Q: 3 clusters Score -6696151 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6696174.000000 Penalty: 5421.570801
	Iteration 47Q: 3 clusters Score -6696174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6696193.000000 Penalty: 5421.570801
	Iteration 48Q: 3 clusters Score -6696193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6696221.000000 Penalty: 5421.570801
	Iteration 49Q: 3 clusters Score -6696221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6696239.500000 Penalty: 5421.570801
	Iteration 50Q: 3 clusters Score -6696240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6696254.000000 Penalty: 5421.570801
	Iteration 51Q: 3 clusters Score -6696254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6696261.000000 Penalty: 5421.570801
	Iteration 52Q: 3 clusters Score -6696261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6696266.500000 Penalty: 5421.570801
	Iteration 53Q: 3 clusters Score -6696266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6696278.500000 Penalty: 5421.570801
	Iteration 54Q: 3 clusters Score -6696278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6696296.500000 Penalty: 5421.570801
	Iteration 55Q: 3 clusters Score -6696296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6696315.000000 Penalty: 5421.570801
	Iteration 56Q: 3 clusters Score -6696315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6696315.000000 Penalty: 5421.570801
	Iteration 57Q: 3 clusters Score -6696315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6696314.000000 Penalty: 5421.570801
	Iteration 58Q: 3 clusters Score -6696314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6696318.000000 Penalty: 5421.570801
	Iteration 59Q: 3 clusters Score -6696318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6696322.500000 Penalty: 5421.570801
	Iteration 60F: 3 clusters Score -6696322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6696321.500000 Penalty: 5421.570801
	Iteration 61Q: 3 clusters Score -6696322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6696325.000000 Penalty: 5421.570801
	Iteration 62Q: 3 clusters Score -6696325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6696330.500000 Penalty: 5421.570801
	Iteration 63Q: 3 clusters Score -6696330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6696317.500000 Penalty: 5421.570801
	Iteration 64Q: 3 clusters Score -6696318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6696328.500000 Penalty: 5421.570801
	Iteration 65Q: 3 clusters Score -6696328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6696323.000000 Penalty: 5421.570801
	Iteration 66Q: 3 clusters Score -6696323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6696329.000000 Penalty: 5421.570801
	Iteration 67Q: 3 clusters Score -6696329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6696335.500000 Penalty: 5421.570801
	Iteration 68Q: 3 clusters Score -6696336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6696339.500000 Penalty: 5421.570801
	Iteration 69Q: 3 clusters Score -6696340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6696331.500000 Penalty: 5421.570801
	Iteration 70Q: 3 clusters Score -6696332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6696338.000000 Penalty: 5421.570801
	Iteration 71Q: 3 clusters Score -6696338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6696344.000000 Penalty: 5421.570801
	Iteration 72Q: 3 clusters Score -6696344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6696340.000000 Penalty: 5421.570801
	Iteration 73Q: 3 clusters Score -6696340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6696336.500000 Penalty: 5421.570801
	Iteration 74Q: 3 clusters Score -6696336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6696335.000000 Penalty: 5421.570801
	Iteration 75Q: 3 clusters Score -6696335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6696333.500000 Penalty: 5421.570801
	Iteration 76Q: 3 clusters Score -6696334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6696346.500000 Penalty: 5421.570801
	Iteration 77Q: 3 clusters Score -6696346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6696341.000000 Penalty: 5421.570801
	Iteration 78Q: 3 clusters Score -6696341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6696344.000000 Penalty: 5421.570801
	Iteration 79Q: 3 clusters Score -6696344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6696337.500000 Penalty: 5421.570801
	Iteration 80F: 3 clusters Score -6696338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6696346.000000 Penalty: 5421.570801
	Iteration 81Q: 3 clusters Score -6696346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6696346.000000 Penalty: 5421.570801
	Iteration 82Q: 3 clusters Score -6696346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6696345.500000 Penalty: 5421.570801
	Iteration 83Q: 3 clusters Score -6696346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6696351.500000 Penalty: 5421.570801
	Iteration 84Q: 3 clusters Score -6696352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6696351.500000 Penalty: 5421.570801
	Iteration 85Q: 3 clusters Score -6696352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6696350.000000 Penalty: 5421.570801
	Iteration 86Q: 3 clusters Score -6696350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6696350.000000 Penalty: 5421.570801
	Iteration 87F: 3 clusters Score -6696350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 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 293 members 
Entering Unmasked Estep 
Score: -61088.773438 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61088.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61363.253906 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61363.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61476.613281 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61476.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61590.695312 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -61590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61738.140625 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -61738.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61831.496094 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -61831.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61883.570312 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -61883.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61927.488281 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -61927.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61953.882812 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -61953.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61982.289062 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -61982.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62007.464844 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -62007.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62029.605469 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -62029.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62039.554688 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -62039.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62048.816406 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -62048.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62048.816406 Penalty: 3131.519775
	Iteration 14F: 3 clusters Score -62048.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52087 members 
Mstep: Class 9 contains 349828 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 36014 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 15013 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50223 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55859 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 279Q: 37 clusters Score -1.049551e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15173 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52082 members 
Mstep: Class 9 contains 349830 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 26411 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 19 contains 36010 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44574 members 
Mstep: Class 22 contains 23360 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15011 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50226 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55858 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955096.000000 Penalty: 121784.320312
Iteration 280F: 37 clusters Score -1.049551e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15171 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 52077 members 
Mstep: Class 9 contains 349829 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 26406 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 19 contains 36011 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44580 members 
Mstep: Class 22 contains 23355 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15009 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2121 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50230 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55858 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 281Q: 37 clusters Score -1.049552e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15170 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 52069 members 
Mstep: Class 9 contains 349835 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26405 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13563 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11253 members 
Mstep: Class 19 contains 36012 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44584 members 
Mstep: Class 22 contains 23345 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50235 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55856 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955208.000000 Penalty: 121784.320312
Iteration 282Q: 37 clusters Score -1.049552e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15171 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 52057 members 
Mstep: Class 9 contains 349841 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17644 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11261 members 
Mstep: Class 19 contains 36011 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44587 members 
Mstep: Class 22 contains 23336 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15006 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2118 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50241 members 
Mstep: Class 30 contains 14262 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55858 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955216.000000 Penalty: 121784.320312
Iteration 283Q: 37 clusters Score -1.049552e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15172 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 52043 members 
Mstep: Class 9 contains 349863 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 17645 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 36006 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44587 members 
Mstep: Class 22 contains 23323 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15005 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 50237 members 
Mstep: Class 30 contains 14264 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55861 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955216.000000 Penalty: 121784.320312
Iteration 284Q: 37 clusters Score -1.049552e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15174 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 52027 members 
Mstep: Class 9 contains 349876 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 17647 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 36004 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44588 members 
Mstep: Class 22 contains 23312 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15004 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50239 members 
Mstep: Class 30 contains 14269 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55859 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 285Q: 37 clusters Score -1.049551e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15171 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 52018 members 
Mstep: Class 9 contains 349883 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 36003 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44591 members 
Mstep: Class 22 contains 23304 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15002 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50239 members 
Mstep: Class 30 contains 14269 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55865 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 286Q: 37 clusters Score -1.049551e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15170 members 
Mstep: Class 7 contains 5543 members 
Mstep: Class 8 contains 52006 members 
Mstep: Class 9 contains 349891 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 17651 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 36000 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44592 members 
Mstep: Class 22 contains 23299 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 15000 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50237 members 
Mstep: Class 30 contains 14268 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55872 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955088.000000 Penalty: 121784.320312
Iteration 287Q: 37 clusters Score -1.049551e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 52003 members 
Mstep: Class 9 contains 349888 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 17650 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 35998 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 23295 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14996 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50238 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55876 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 288Q: 37 clusters Score -1.049551e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51995 members 
Mstep: Class 9 contains 349887 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 17650 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 35999 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 23287 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14993 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50244 members 
Mstep: Class 30 contains 14271 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55879 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 289Q: 37 clusters Score -1.049551e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51988 members 
Mstep: Class 9 contains 349893 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17649 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11316 members 
Mstep: Class 19 contains 35999 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 23288 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14992 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50244 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55873 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955152.000000 Penalty: 121784.320312
Iteration 290Q: 37 clusters Score -1.049552e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51979 members 
Mstep: Class 9 contains 349902 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26402 members 
Mstep: Class 14 contains 17649 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 35998 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44597 members 
Mstep: Class 22 contains 23287 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50245 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55870 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955136.000000 Penalty: 121784.320312
Iteration 291Q: 37 clusters Score -1.049551e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51975 members 
Mstep: Class 9 contains 349903 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 35995 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44598 members 
Mstep: Class 22 contains 23291 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50247 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55869 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 292Q: 37 clusters Score -1.049551e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51971 members 
Mstep: Class 9 contains 349905 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 35993 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44598 members 
Mstep: Class 22 contains 23294 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50249 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55870 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955104.000000 Penalty: 121784.320312
Iteration 293Q: 37 clusters Score -1.049551e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51968 members 
Mstep: Class 9 contains 349909 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 35991 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44598 members 
Mstep: Class 22 contains 23292 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50251 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55870 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955160.000000 Penalty: 121784.320312
Iteration 294Q: 37 clusters Score -1.049552e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51962 members 
Mstep: Class 9 contains 349910 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11321 members 
Mstep: Class 19 contains 35991 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44599 members 
Mstep: Class 22 contains 23292 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50256 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55868 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955184.000000 Penalty: 121784.320312
Iteration 295Q: 37 clusters Score -1.049552e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51958 members 
Mstep: Class 9 contains 349914 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 35989 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44601 members 
Mstep: Class 22 contains 23288 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50257 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55869 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 296Q: 37 clusters Score -1.049551e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51954 members 
Mstep: Class 9 contains 349916 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 35989 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44602 members 
Mstep: Class 22 contains 23286 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50257 members 
Mstep: Class 30 contains 14271 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55870 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 297Q: 37 clusters Score -1.049551e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51952 members 
Mstep: Class 9 contains 349917 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 35987 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23282 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50257 members 
Mstep: Class 30 contains 14274 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55872 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955160.000000 Penalty: 121784.320312
Iteration 298Q: 37 clusters Score -1.049552e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15161 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51950 members 
Mstep: Class 9 contains 349920 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 35985 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23282 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50257 members 
Mstep: Class 30 contains 14275 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55875 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955160.000000 Penalty: 121784.320312
Iteration 299Q: 37 clusters Score -1.049552e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15157 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51945 members 
Mstep: Class 9 contains 349925 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35983 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23282 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15091 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50258 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 300F: 37 clusters Score -1.049551e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51944 members 
Mstep: Class 9 contains 349928 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23282 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50258 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55879 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 301Q: 37 clusters Score -1.049551e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51940 members 
Mstep: Class 9 contains 349934 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23283 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50255 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55879 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955136.000000 Penalty: 121784.320312
Iteration 302Q: 37 clusters Score -1.049551e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51936 members 
Mstep: Class 9 contains 349937 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23284 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50256 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 303Q: 37 clusters Score -1.049551e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51931 members 
Mstep: Class 9 contains 349939 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23285 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50257 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955104.000000 Penalty: 121784.320312
Iteration 304Q: 37 clusters Score -1.049551e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51930 members 
Mstep: Class 9 contains 349939 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23286 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50258 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 305Q: 37 clusters Score -1.049551e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15153 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51928 members 
Mstep: Class 9 contains 349940 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35981 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23285 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50260 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55879 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955088.000000 Penalty: 121784.320312
Iteration 306Q: 37 clusters Score -1.049551e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51926 members 
Mstep: Class 9 contains 349940 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23284 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50265 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55879 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955096.000000 Penalty: 121784.320312
Iteration 307Q: 37 clusters Score -1.049551e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51926 members 
Mstep: Class 9 contains 349939 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17647 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 35979 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23283 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50268 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 308Q: 37 clusters Score -1.049551e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51926 members 
Mstep: Class 9 contains 349938 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23281 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50268 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 309Q: 37 clusters Score -1.049551e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51926 members 
Mstep: Class 9 contains 349938 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17650 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23280 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50267 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55876 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955160.000000 Penalty: 121784.320312
Iteration 310Q: 37 clusters Score -1.049552e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51925 members 
Mstep: Class 9 contains 349938 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17651 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50266 members 
Mstep: Class 30 contains 14278 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955104.000000 Penalty: 121784.320312
Iteration 311Q: 37 clusters Score -1.049551e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51925 members 
Mstep: Class 9 contains 349937 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17651 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50266 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 312Q: 37 clusters Score -1.049551e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51924 members 
Mstep: Class 9 contains 349937 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50266 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 313Q: 37 clusters Score -1.049551e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51922 members 
Mstep: Class 9 contains 349940 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50265 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 314Q: 37 clusters Score -1.049551e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51922 members 
Mstep: Class 9 contains 349941 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55877 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955120.000000 Penalty: 121784.320312
Iteration 315Q: 37 clusters Score -1.049551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51920 members 
Mstep: Class 9 contains 349942 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955128.000000 Penalty: 121784.320312
Iteration 316Q: 37 clusters Score -1.049551e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51919 members 
Mstep: Class 9 contains 349943 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955112.000000 Penalty: 121784.320312
Iteration 317Q: 37 clusters Score -1.049551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51917 members 
Mstep: Class 9 contains 349945 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 318Q: 37 clusters Score -1.049551e+08 nChanged 1
Entering ConstructFrom: 
Score: -104955144.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -371054.000000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -371054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -367578.156250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -367578.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -368337.250000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -368337.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -368557.937500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -368557.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368722.187500 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -368722.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -368846.031250 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -368846 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -368941.656250 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -368941.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369000.812500 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -369000.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369050.125000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -369050.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -369087.875000 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -369087.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369120.625000 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -369120.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -369143.093750 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -369143.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369157.750000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -369157.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369172.187500 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -369172.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -369183.593750 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -369183.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369195.750000 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -369195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -369209.000000 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -369209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369220.031250 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -369220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369227.406250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -369227.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -369236.000000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -369236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369247.718750 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -369247.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369254.281250 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -369254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -369259.937500 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -369259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -369266.031250 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -369266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369275.531250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -369275.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -369281.531250 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -369281.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -369288.218750 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -369288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -369294.031250 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -369294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -369302.000000 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -369302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -369307.031250 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -369307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -369316.500000 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -369316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -369327.281250 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -369327.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -369345.750000 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -369345.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -369373.562500 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -369373.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -369409.125000 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -369409.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -369450.281250 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -369450.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -369487.718750 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -369487.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -369517.843750 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -369517.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -369541.375000 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -369541.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369556.343750 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -369556.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -369564.781250 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -369564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369572.625000 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -369572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369578.406250 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -369578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369582.000000 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -369582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -369588.125000 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -369588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -369590.093750 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -369590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369591.812500 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -369591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369592.531250 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -369592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369593.437500 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -369593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369593.875000 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -369593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369595.500000 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -369595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369596.312500 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -369596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -369596.437500 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -369596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369597.593750 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -369597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369599.468750 Penalty: 4026.334961
	Iteration 53Q: 3 clusters Score -369599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -369600.968750 Penalty: 4026.334961
	Iteration 54Q: 3 clusters Score -369601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -369602.625000 Penalty: 4026.334961
	Iteration 55Q: 3 clusters Score -369602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -369604.843750 Penalty: 4026.334961
	Iteration 56Q: 3 clusters Score -369604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -369611.000000 Penalty: 4026.334961
	Iteration 57Q: 3 clusters Score -369611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -369615.125000 Penalty: 4026.334961
	Iteration 58Q: 3 clusters Score -369615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369618.750000 Penalty: 4026.334961
	Iteration 59Q: 3 clusters Score -369618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -369620.781250 Penalty: 4026.334961
	Iteration 60F: 3 clusters Score -369620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369622.031250 Penalty: 4026.334961
	Iteration 61Q: 3 clusters Score -369622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369622.687500 Penalty: 4026.334961
	Iteration 62Q: 3 clusters Score -369622.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369622.687500 Penalty: 4026.334961
	Iteration 63F: 3 clusters Score -369622.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -954400.750000 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -954400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -948112.875000 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -948112.9 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -949842.375000 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -949842.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -950144.687500 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -950144.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -950364.500000 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -950364.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -950555.625000 Penalty: 4445.473633
	Iteration 4Q: 3 clusters Score -950555.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -950714.375000 Penalty: 4445.473633
	Iteration 5Q: 3 clusters Score -950714.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -950845.500000 Penalty: 4445.473633
	Iteration 6Q: 3 clusters Score -950845.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -950946.500000 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -950946.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -951049.500000 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -951049.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -951140.000000 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -951140 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -951204.312500 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -951204.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -951259.812500 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -951259.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -951315.562500 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -951315.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -951382.062500 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -951382.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -951446.000000 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -951446 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -951523.500000 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -951523.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -951593.125000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -951593.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -951668.812500 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -951668.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -951749.875000 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -951749.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -951826.375000 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -951826.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -951911.250000 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -951911.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -952024.062500 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -952024.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -952161.187500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -952161.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -952262.562500 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -952262.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -952341.312500 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -952341.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -952396.625000 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -952396.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -952429.125000 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -952429.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -952455.437500 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -952455.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -952479.562500 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -952479.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -952498.562500 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -952498.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -952523.312500 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -952523.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -952541.437500 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -952541.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -952557.312500 Penalty: 4445.473633
	Iteration 32Q: 3 clusters Score -952557.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -952582.750000 Penalty: 4445.473633
	Iteration 33Q: 3 clusters Score -952582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -952602.312500 Penalty: 4445.473633
	Iteration 34Q: 3 clusters Score -952602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -952611.812500 Penalty: 4445.473633
	Iteration 35Q: 3 clusters Score -952611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -952619.062500 Penalty: 4445.473633
	Iteration 36Q: 3 clusters Score -952619.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -952628.875000 Penalty: 4445.473633
	Iteration 37Q: 3 clusters Score -952628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -952632.687500 Penalty: 4445.473633
	Iteration 38Q: 3 clusters Score -952632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -952635.687500 Penalty: 4445.473633
	Iteration 39Q: 3 clusters Score -952635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -952639.062500 Penalty: 4445.473633
	Iteration 40F: 3 clusters Score -952639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -952639.562500 Penalty: 4445.473633
	Iteration 41Q: 3 clusters Score -952639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -952640.875000 Penalty: 4445.473633
	Iteration 42Q: 3 clusters Score -952640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -952642.125000 Penalty: 4445.473633
	Iteration 43Q: 3 clusters Score -952642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -952642.187500 Penalty: 4445.473633
	Iteration 44Q: 3 clusters Score -952642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -952642.312500 Penalty: 4445.473633
	Iteration 45Q: 3 clusters Score -952642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -952642.312500 Penalty: 4445.473633
	Iteration 46F: 3 clusters Score -952642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Entering Unmasked Estep 
Score: -1436867.125000 Penalty: 2315.066406
	Iteration 0F: 2 clusters Score -1436867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1428436.250000 Penalty: 4630.132812
	Iteration 0F: 3 clusters Score -1428436 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1430838.000000 Penalty: 4630.132812
	Iteration 1F: 3 clusters Score -1430838 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1431115.750000 Penalty: 4630.132812
	Iteration 2F: 3 clusters Score -1431116 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1431328.000000 Penalty: 4630.132812
	Iteration 3Q: 3 clusters Score -1431328 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1431464.250000 Penalty: 4630.132812
	Iteration 4Q: 3 clusters Score -1431464 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1431578.375000 Penalty: 4630.132812
	Iteration 5Q: 3 clusters Score -1431578 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1431679.750000 Penalty: 4630.132812
	Iteration 6Q: 3 clusters Score -1431680 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1431759.875000 Penalty: 4630.132812
	Iteration 7Q: 3 clusters Score -1431760 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1431835.875000 Penalty: 4630.132812
	Iteration 8Q: 3 clusters Score -1431836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1431897.125000 Penalty: 4630.132812
	Iteration 9Q: 3 clusters Score -1431897 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1431959.500000 Penalty: 4630.132812
	Iteration 10Q: 3 clusters Score -1431960 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1432007.375000 Penalty: 4630.132812
	Iteration 11Q: 3 clusters Score -1432007 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1432073.500000 Penalty: 4630.132812
	Iteration 12Q: 3 clusters Score -1432074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1432143.250000 Penalty: 4630.132812
	Iteration 13Q: 3 clusters Score -1432143 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1432223.250000 Penalty: 4630.132812
	Iteration 14Q: 3 clusters Score -1432223 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1432322.625000 Penalty: 4630.132812
	Iteration 15Q: 3 clusters Score -1432323 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1432424.250000 Penalty: 4630.132812
	Iteration 16Q: 3 clusters Score -1432424 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1432554.250000 Penalty: 4630.132812
	Iteration 17Q: 3 clusters Score -1432554 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1432722.250000 Penalty: 4630.132812
	Iteration 18Q: 3 clusters Score -1432722 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1432949.000000 Penalty: 4630.132812
	Iteration 19Q: 3 clusters Score -1432949 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1433200.875000 Penalty: 4630.132812
	Iteration 20F: 3 clusters Score -1433201 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1433485.625000 Penalty: 4630.132812
	Iteration 21Q: 3 clusters Score -1433486 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1433752.500000 Penalty: 4630.132812
	Iteration 22Q: 3 clusters Score -1433752 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1433986.375000 Penalty: 4630.132812
	Iteration 23Q: 3 clusters Score -1433986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1434198.750000 Penalty: 4630.132812
	Iteration 24Q: 3 clusters Score -1434199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1434395.750000 Penalty: 4630.132812
	Iteration 25Q: 3 clusters Score -1434396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1434541.750000 Penalty: 4630.132812
	Iteration 26Q: 3 clusters Score -1434542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1434655.625000 Penalty: 4630.132812
	Iteration 27Q: 3 clusters Score -1434656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1434744.625000 Penalty: 4630.132812
	Iteration 28Q: 3 clusters Score -1434745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1434801.500000 Penalty: 4630.132812
	Iteration 29Q: 3 clusters Score -1434802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1434839.875000 Penalty: 4630.132812
	Iteration 30Q: 3 clusters Score -1434840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1434868.875000 Penalty: 4630.132812
	Iteration 31Q: 3 clusters Score -1434869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1434891.875000 Penalty: 4630.132812
	Iteration 32Q: 3 clusters Score -1434892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1434912.875000 Penalty: 4630.132812
	Iteration 33Q: 3 clusters Score -1434913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1434929.625000 Penalty: 4630.132812
	Iteration 34Q: 3 clusters Score -1434930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1434941.500000 Penalty: 4630.132812
	Iteration 35Q: 3 clusters Score -1434942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1434951.750000 Penalty: 4630.132812
	Iteration 36Q: 3 clusters Score -1434952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1434956.500000 Penalty: 4630.132812
	Iteration 37Q: 3 clusters Score -1434956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1434964.625000 Penalty: 4630.132812
	Iteration 38Q: 3 clusters Score -1434965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1434970.750000 Penalty: 4630.132812
	Iteration 39Q: 3 clusters Score -1434971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1434976.125000 Penalty: 4630.132812
	Iteration 40F: 3 clusters Score -1434976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1434982.250000 Penalty: 4630.132812
	Iteration 41Q: 3 clusters Score -1434982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1434987.875000 Penalty: 4630.132812
	Iteration 42Q: 3 clusters Score -1434988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1434994.625000 Penalty: 4630.132812
	Iteration 43Q: 3 clusters Score -1434995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1434997.750000 Penalty: 4630.132812
	Iteration 44Q: 3 clusters Score -1434998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1434997.750000 Penalty: 4630.132812
	Iteration 45Q: 3 clusters Score -1434998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1435002.375000 Penalty: 4630.132812
	Iteration 46Q: 3 clusters Score -1435002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1435003.125000 Penalty: 4630.132812
	Iteration 47Q: 3 clusters Score -1435003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1435002.500000 Penalty: 4630.132812
	Iteration 48Q: 3 clusters Score -1435002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1435004.250000 Penalty: 4630.132812
	Iteration 49Q: 3 clusters Score -1435004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1435010.500000 Penalty: 4630.132812
	Iteration 50Q: 3 clusters Score -1435010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1435012.250000 Penalty: 4630.132812
	Iteration 51Q: 3 clusters Score -1435012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1435014.000000 Penalty: 4630.132812
	Iteration 52Q: 3 clusters Score -1435014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1435017.125000 Penalty: 4630.132812
	Iteration 53Q: 3 clusters Score -1435017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1435017.125000 Penalty: 4630.132812
	Iteration 54F: 3 clusters Score -1435017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -530479.875000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -530479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -526479.875000 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -526479.9 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -527508.500000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -527508.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -527783.687500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -527783.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -528056.812500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -528056.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -528259.562500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -528259.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -528423.250000 Penalty: 4144.734863
	Iteration 5F: 3 clusters Score -528423.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -528567.625000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -528567.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -528685.625000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -528685.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -528777.312500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -528777.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -528869.875000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -528869.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -528961.250000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -528961.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -529028.000000 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -529028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -529087.187500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -529087.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -529143.937500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -529143.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -529189.937500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -529189.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -529221.062500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -529221.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -529239.562500 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -529239.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -529256.375000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -529256.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -529270.312500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -529270.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -529282.812500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -529282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -529295.812500 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -529295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -529298.750000 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -529298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -529300.750000 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -529300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -529302.250000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -529302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -529303.000000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -529303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -529303.312500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -529303.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529302.500000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -529302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -529304.250000 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -529304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529305.312500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -529305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529305.812500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -529305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -529309.875000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -529309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -529313.375000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -529313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -529316.000000 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -529316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -529318.750000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -529318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -529320.500000 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -529320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -529321.125000 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -529321.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -529321.125000 Penalty: 4144.734863
	Iteration 36F: 3 clusters Score -529321.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -474021.843750 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -474021.8 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 1972 members 
Entering Unmasked Estep 
Score: -470239.250000 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -470239.2 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471033.156250 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -471033.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -471201.875000 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -471201.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -471312.250000 Penalty: 4091.010986
	Iteration 3Q: 3 clusters Score -471312.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -471385.281250 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -471385.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471445.687500 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -471445.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -471495.468750 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -471495.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -471545.375000 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -471545.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -471588.656250 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -471588.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -471626.718750 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -471626.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -471651.906250 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -471651.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -471672.937500 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -471672.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -471690.250000 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -471690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -471708.750000 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -471708.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -471724.500000 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -471724.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -471743.156250 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -471743.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -471767.500000 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -471767.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -471785.687500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -471785.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -471802.593750 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -471802.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -471822.000000 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -471822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -471843.937500 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -471843.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -471860.750000 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -471860.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -471874.187500 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -471874.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -471886.843750 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -471886.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -471900.781250 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -471900.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471920.625000 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -471920.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -471938.406250 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -471938.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -471966.937500 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -471966.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -471990.843750 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -471990.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -472018.437500 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -472018.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -472052.093750 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -472052.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -472090.250000 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -472090.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472120.187500 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -472120.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -472151.531250 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -472151.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -472181.562500 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -472181.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -472213.500000 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -472213.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -472241.687500 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -472241.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -472271.500000 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -472271.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -472303.968750 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -472304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -472331.656250 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -472331.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -472358.031250 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -472358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -472373.218750 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -472373.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -472386.500000 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -472386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -472398.062500 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -472398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -472406.062500 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -472406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -472412.937500 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -472412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -472421.812500 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -472421.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -472428.906250 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -472428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -472433.562500 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -472433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -472437.593750 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -472437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -472439.531250 Penalty: 4091.010986
	Iteration 50Q: 3 clusters Score -472439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -472441.062500 Penalty: 4091.010986
	Iteration 51Q: 3 clusters Score -472441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -472442.406250 Penalty: 4091.010986
	Iteration 52Q: 3 clusters Score -472442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -472443.437500 Penalty: 4091.010986
	Iteration 53Q: 3 clusters Score -472443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -472444.281250 Penalty: 4091.010986
	Iteration 54Q: 3 clusters Score -472444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -472445.375000 Penalty: 4091.010986
	Iteration 55Q: 3 clusters Score -472445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -472446.187500 Penalty: 4091.010986
	Iteration 56Q: 3 clusters Score -472446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -472446.156250 Penalty: 4091.010986
	Iteration 57Q: 3 clusters Score -472446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -472446.156250 Penalty: 4091.010986
	Iteration 58F: 3 clusters Score -472446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1686325.875000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -1686326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1675315.125000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -1675315 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1679137.125000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -1679137 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1679896.375000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -1679896 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1680619.000000 Penalty: 4774.407715
	Iteration 3F: 3 clusters Score -1680619 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1681290.375000 Penalty: 4774.407715
	Iteration 4F: 3 clusters Score -1681290 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1681836.250000 Penalty: 4774.407715
	Iteration 5F: 3 clusters Score -1681836 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1682282.875000 Penalty: 4774.407715
	Iteration 6F: 3 clusters Score -1682283 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1682641.250000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -1682641 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1682899.625000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -1682900 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1683121.500000 Penalty: 4774.407715
	Iteration 9Q: 3 clusters Score -1683122 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1683322.750000 Penalty: 4774.407715
	Iteration 10Q: 3 clusters Score -1683323 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1683477.375000 Penalty: 4774.407715
	Iteration 11Q: 3 clusters Score -1683477 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1683591.125000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -1683591 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1683677.625000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -1683678 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1683748.875000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -1683749 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1683811.625000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -1683812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1683867.125000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -1683867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1683912.625000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -1683913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1683947.125000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -1683947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1683978.500000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -1683978 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1684005.125000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -1684005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1684035.125000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -1684035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1684045.125000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -1684045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1684061.875000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -1684062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1684077.250000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -1684077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1684090.500000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -1684090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1684094.625000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -1684095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1684100.250000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -1684100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1684110.000000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -1684110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1684117.000000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -1684117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1684125.625000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -1684126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1684136.625000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -1684137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1684160.250000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -1684160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1684177.625000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -1684178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1684194.750000 Penalty: 4774.407715
	Iteration 34Q: 3 clusters Score -1684195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1684212.375000 Penalty: 4774.407715
	Iteration 35Q: 3 clusters Score -1684212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1684241.750000 Penalty: 4774.407715
	Iteration 36Q: 3 clusters Score -1684242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1684272.250000 Penalty: 4774.407715
	Iteration 37Q: 3 clusters Score -1684272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1684318.500000 Penalty: 4774.407715
	Iteration 38Q: 3 clusters Score -1684318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1684367.000000 Penalty: 4774.407715
	Iteration 39Q: 3 clusters Score -1684367 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1684427.500000 Penalty: 4774.407715
	Iteration 40F: 3 clusters Score -1684428 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1684489.625000 Penalty: 4774.407715
	Iteration 41Q: 3 clusters Score -1684490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1684548.625000 Penalty: 4774.407715
	Iteration 42Q: 3 clusters Score -1684549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1684584.500000 Penalty: 4774.407715
	Iteration 43Q: 3 clusters Score -1684584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1684610.375000 Penalty: 4774.407715
	Iteration 44Q: 3 clusters Score -1684610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1684634.750000 Penalty: 4774.407715
	Iteration 45Q: 3 clusters Score -1684635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1684649.625000 Penalty: 4774.407715
	Iteration 46Q: 3 clusters Score -1684650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1684655.375000 Penalty: 4774.407715
	Iteration 47Q: 3 clusters Score -1684655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1684667.875000 Penalty: 4774.407715
	Iteration 48Q: 3 clusters Score -1684668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1684667.375000 Penalty: 4774.407715
	Iteration 49Q: 3 clusters Score -1684667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1684671.000000 Penalty: 4774.407715
	Iteration 50Q: 3 clusters Score -1684671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1684674.500000 Penalty: 4774.407715
	Iteration 51Q: 3 clusters Score -1684674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1684674.750000 Penalty: 4774.407715
	Iteration 52Q: 3 clusters Score -1684675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1684672.250000 Penalty: 4774.407715
	Iteration 53Q: 3 clusters Score -1684672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1684672.250000 Penalty: 4774.407715
	Iteration 54Q: 3 clusters Score -1684672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1684673.625000 Penalty: 4774.407715
	Iteration 55Q: 3 clusters Score -1684674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1684677.000000 Penalty: 4774.407715
	Iteration 56Q: 3 clusters Score -1684677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1684679.625000 Penalty: 4774.407715
	Iteration 57Q: 3 clusters Score -1684680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1684681.125000 Penalty: 4774.407715
	Iteration 58Q: 3 clusters Score -1684681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1684680.500000 Penalty: 4774.407715
	Iteration 59Q: 3 clusters Score -1684680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1684683.125000 Penalty: 4774.407715
	Iteration 60F: 3 clusters Score -1684683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1684685.500000 Penalty: 4774.407715
	Iteration 61Q: 3 clusters Score -1684686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1684684.875000 Penalty: 4774.407715
	Iteration 62Q: 3 clusters Score -1684685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1684683.875000 Penalty: 4774.407715
	Iteration 63Q: 3 clusters Score -1684684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1684683.875000 Penalty: 4774.407715
	Iteration 64F: 3 clusters Score -1684684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -695984.375000 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -695984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -691123.125000 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -691123.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -692285.937500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -692285.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -692514.375000 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -692514.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -692675.187500 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -692675.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -692777.812500 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -692777.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -692846.375000 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -692846.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -692899.812500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -692899.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -692958.125000 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -692958.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -693019.250000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -693019.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -693085.062500 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -693085.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -693154.875000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -693154.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -693228.375000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -693228.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -693314.187500 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -693314.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -693405.687500 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -693405.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -693502.625000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -693502.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -693594.250000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -693594.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -693683.312500 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -693683.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -693758.375000 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -693758.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -693825.812500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -693825.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -693887.125000 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -693887.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -693933.687500 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -693933.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -693969.687500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -693969.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -693995.812500 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -693995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -694020.875000 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -694020.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -694043.062500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -694043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -694060.625000 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -694060.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -694077.937500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -694077.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -694095.125000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -694095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -694105.187500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -694105.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -694117.062500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -694117.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -694127.687500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -694127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -694138.125000 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -694138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -694146.687500 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -694146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -694150.625000 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -694150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -694153.812500 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -694153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -694155.687500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -694155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -694156.937500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -694156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -694157.875000 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -694157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -694158.187500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -694158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -694159.875000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -694159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -694160.687500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -694160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -694162.562500 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -694162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -694162.812500 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -694162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -694162.812500 Penalty: 4275.753906
	Iteration 43F: 3 clusters Score -694162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Entering Unmasked Estep 
Score: -6809619.500000 Penalty: 2692.630859
	Iteration 0F: 2 clusters Score -6809620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6774686.500000 Penalty: 5385.261719
	Iteration 0F: 3 clusters Score -6774686 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6787792.500000 Penalty: 5385.261719
	Iteration 1F: 3 clusters Score -6787792 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -6788502.500000 Penalty: 5385.261719
	Iteration 2Q: 3 clusters Score -6788502 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -6789272.000000 Penalty: 5385.261719
	Iteration 3Q: 3 clusters Score -6789272 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6790249.000000 Penalty: 5385.261719
	Iteration 4Q: 3 clusters Score -6790249 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -6791588.000000 Penalty: 5385.261719
	Iteration 5Q: 3 clusters Score -6791588 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -6793300.000000 Penalty: 5385.261719
	Iteration 6F: 3 clusters Score -6793300 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6795571.500000 Penalty: 5385.261719
	Iteration 7F: 3 clusters Score -6795572 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -6797924.000000 Penalty: 5385.261719
	Iteration 8F: 3 clusters Score -6797924 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -6800237.000000 Penalty: 5385.261719
	Iteration 9F: 3 clusters Score -6800237 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6802103.000000 Penalty: 5385.261719
	Iteration 10Q: 3 clusters Score -6802103 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -6803425.000000 Penalty: 5385.261719
	Iteration 11Q: 3 clusters Score -6803425 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -6804487.500000 Penalty: 5385.261719
	Iteration 12Q: 3 clusters Score -6804488 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6805325.000000 Penalty: 5385.261719
	Iteration 13Q: 3 clusters Score -6805325 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6805886.000000 Penalty: 5385.261719
	Iteration 14Q: 3 clusters Score -6805886 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6806293.500000 Penalty: 5385.261719
	Iteration 15Q: 3 clusters Score -6806294 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6806597.500000 Penalty: 5385.261719
	Iteration 16Q: 3 clusters Score -6806598 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6806831.500000 Penalty: 5385.261719
	Iteration 17Q: 3 clusters Score -6806832 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6806978.500000 Penalty: 5385.261719
	Iteration 18Q: 3 clusters Score -6806978 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6807121.000000 Penalty: 5385.261719
	Iteration 19Q: 3 clusters Score -6807121 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6807218.500000 Penalty: 5385.261719
	Iteration 20F: 3 clusters Score -6807218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6807301.500000 Penalty: 5385.261719
	Iteration 21Q: 3 clusters Score -6807302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6807378.500000 Penalty: 5385.261719
	Iteration 22Q: 3 clusters Score -6807378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6807423.500000 Penalty: 5385.261719
	Iteration 23Q: 3 clusters Score -6807424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6807471.500000 Penalty: 5385.261719
	Iteration 24Q: 3 clusters Score -6807472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6807511.000000 Penalty: 5385.261719
	Iteration 25Q: 3 clusters Score -6807511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6807539.500000 Penalty: 5385.261719
	Iteration 26Q: 3 clusters Score -6807540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6807551.000000 Penalty: 5385.261719
	Iteration 27Q: 3 clusters Score -6807551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6807566.500000 Penalty: 5385.261719
	Iteration 28Q: 3 clusters Score -6807566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6807574.000000 Penalty: 5385.261719
	Iteration 29Q: 3 clusters Score -6807574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6807572.500000 Penalty: 5385.261719
	Iteration 30Q: 3 clusters Score -6807572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6807582.000000 Penalty: 5385.261719
	Iteration 31Q: 3 clusters Score -6807582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6807593.500000 Penalty: 5385.261719
	Iteration 32Q: 3 clusters Score -6807594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6807599.500000 Penalty: 5385.261719
	Iteration 33Q: 3 clusters Score -6807600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6807599.000000 Penalty: 5385.261719
	Iteration 34Q: 3 clusters Score -6807599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6807601.000000 Penalty: 5385.261719
	Iteration 35Q: 3 clusters Score -6807601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6807606.000000 Penalty: 5385.261719
	Iteration 36Q: 3 clusters Score -6807606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6807607.500000 Penalty: 5385.261719
	Iteration 37Q: 3 clusters Score -6807608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6807612.000000 Penalty: 5385.261719
	Iteration 38Q: 3 clusters Score -6807612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6807612.000000 Penalty: 5385.261719
	Iteration 39Q: 3 clusters Score -6807612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6807616.500000 Penalty: 5385.261719
	Iteration 40F: 3 clusters Score -6807616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6807618.000000 Penalty: 5385.261719
	Iteration 41Q: 3 clusters Score -6807618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6807613.000000 Penalty: 5385.261719
	Iteration 42Q: 3 clusters Score -6807613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6807613.000000 Penalty: 5385.261719
	Iteration 43F: 3 clusters Score -6807613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (349946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349946 members 
Entering Unmasked Estep 
Score: -45345140.000000 Penalty: 3165.852539
	Iteration 0F: 2 clusters Score -4.534514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 174828 members 
Entering Unmasked Estep 
Score: -45136236.000000 Penalty: 6331.705078
	Iteration 0F: 3 clusters Score -4.513624e+07 nChanged 169698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -45236680.000000 Penalty: 6331.705078
	Iteration 1F: 3 clusters Score -4.523668e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181886 members 
Mstep: Class 2 contains 168060 members 
Entering Unmasked Estep 
Score: -45237604.000000 Penalty: 6331.705078
	Iteration 2Q: 3 clusters Score -4.52376e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185774 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -45239088.000000 Penalty: 6331.705078
	Iteration 3Q: 3 clusters Score -4.523909e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191632 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -45241372.000000 Penalty: 6331.705078
	Iteration 4Q: 3 clusters Score -4.524137e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200120 members 
Mstep: Class 2 contains 149826 members 
Entering Unmasked Estep 
Score: -45244772.000000 Penalty: 6331.705078
	Iteration 5Q: 3 clusters Score -4.524477e+07 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211864 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -45249864.000000 Penalty: 6331.705078
	Iteration 6Q: 3 clusters Score -4.524986e+07 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226586 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -45258040.000000 Penalty: 6331.705078
	Iteration 7F: 3 clusters Score -4.525804e+07 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242347 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -45270228.000000 Penalty: 6331.705078
	Iteration 8F: 3 clusters Score -4.527023e+07 nChanged 21827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255192 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -45284256.000000 Penalty: 6331.705078
	Iteration 9F: 3 clusters Score -4.528426e+07 nChanged 20073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262255 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -45296364.000000 Penalty: 6331.705078
	Iteration 10F: 3 clusters Score -4.529636e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263931 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -45302680.000000 Penalty: 6331.705078
	Iteration 11Q: 3 clusters Score -4.530268e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263500 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -45303932.000000 Penalty: 6331.705078
	Iteration 12Q: 3 clusters Score -4.530393e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262516 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -45303868.000000 Penalty: 6331.705078
	Iteration 13Q: 3 clusters Score -4.530387e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261341 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -45303736.000000 Penalty: 6331.705078
	Iteration 14Q: 3 clusters Score -4.530374e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259984 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -45303496.000000 Penalty: 6331.705078
	Iteration 15Q: 3 clusters Score -4.53035e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258481 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -45303284.000000 Penalty: 6331.705078
	Iteration 16Q: 3 clusters Score -4.530328e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256608 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -45302704.000000 Penalty: 6331.705078
	Iteration 17Q: 3 clusters Score -4.53027e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254454 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -45302196.000000 Penalty: 6331.705078
	Iteration 18Q: 3 clusters Score -4.53022e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252049 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -45301828.000000 Penalty: 6331.705078
	Iteration 19Q: 3 clusters Score -4.530183e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249426 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -45301696.000000 Penalty: 6331.705078
	Iteration 20F: 3 clusters Score -4.53017e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246488 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -45301492.000000 Penalty: 6331.705078
	Iteration 21Q: 3 clusters Score -4.530149e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243176 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -45301272.000000 Penalty: 6331.705078
	Iteration 22Q: 3 clusters Score -4.530127e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239586 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -45300976.000000 Penalty: 6331.705078
	Iteration 23Q: 3 clusters Score -4.530098e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235658 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -45300956.000000 Penalty: 6331.705078
	Iteration 24Q: 3 clusters Score -4.530096e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231570 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -45300880.000000 Penalty: 6331.705078
	Iteration 25Q: 3 clusters Score -4.530088e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227206 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -45301180.000000 Penalty: 6331.705078
	Iteration 26Q: 3 clusters Score -4.530118e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222759 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -45301492.000000 Penalty: 6331.705078
	Iteration 27Q: 3 clusters Score -4.530149e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218343 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -45301888.000000 Penalty: 6331.705078
	Iteration 28Q: 3 clusters Score -4.530189e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214119 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -45302140.000000 Penalty: 6331.705078
	Iteration 29Q: 3 clusters Score -4.530214e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209850 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -45302376.000000 Penalty: 6331.705078
	Iteration 30Q: 3 clusters Score -4.530238e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205809 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -45302800.000000 Penalty: 6331.705078
	Iteration 31Q: 3 clusters Score -4.53028e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202123 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -45303220.000000 Penalty: 6331.705078
	Iteration 32Q: 3 clusters Score -4.530322e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198759 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -45303264.000000 Penalty: 6331.705078
	Iteration 33Q: 3 clusters Score -4.530326e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195499 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -45303296.000000 Penalty: 6331.705078
	Iteration 34Q: 3 clusters Score -4.53033e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192517 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -45303616.000000 Penalty: 6331.705078
	Iteration 35Q: 3 clusters Score -4.530362e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189735 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -45303780.000000 Penalty: 6331.705078
	Iteration 36Q: 3 clusters Score -4.530378e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -45303952.000000 Penalty: 6331.705078
	Iteration 37Q: 3 clusters Score -4.530395e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184867 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -45304216.000000 Penalty: 6331.705078
	Iteration 38Q: 3 clusters Score -4.530422e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -45304260.000000 Penalty: 6331.705078
	Iteration 39Q: 3 clusters Score -4.530426e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 169076 members 
Entering Unmasked Estep 
Score: -45304340.000000 Penalty: 6331.705078
	Iteration 40F: 3 clusters Score -4.530434e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 171092 members 
Entering Unmasked Estep 
Score: -45304248.000000 Penalty: 6331.705078
	Iteration 41Q: 3 clusters Score -4.530425e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -45304348.000000 Penalty: 6331.705078
	Iteration 42Q: 3 clusters Score -4.530435e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174761 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -45304292.000000 Penalty: 6331.705078
	Iteration 43Q: 3 clusters Score -4.530429e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -45304352.000000 Penalty: 6331.705078
	Iteration 44Q: 3 clusters Score -4.530435e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 180169 members 
Entering Unmasked Estep 
Score: -45304528.000000 Penalty: 6331.705078
	Iteration 45Q: 3 clusters Score -4.530453e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -45304800.000000 Penalty: 6331.705078
	Iteration 46Q: 3 clusters Score -4.53048e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 186126 members 
Entering Unmasked Estep 
Score: -45304932.000000 Penalty: 6331.705078
	Iteration 47Q: 3 clusters Score -4.530493e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 189958 members 
Entering Unmasked Estep 
Score: -45304792.000000 Penalty: 6331.705078
	Iteration 48Q: 3 clusters Score -4.530479e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -45304936.000000 Penalty: 6331.705078
	Iteration 49Q: 3 clusters Score -4.530494e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 200922 members 
Entering Unmasked Estep 
Score: -45305664.000000 Penalty: 6331.705078
	Iteration 50Q: 3 clusters Score -4.530566e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 208436 members 
Entering Unmasked Estep 
Score: -45306136.000000 Penalty: 6331.705078
	Iteration 51Q: 3 clusters Score -4.530614e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132331 members 
Mstep: Class 2 contains 217615 members 
Entering Unmasked Estep 
Score: -45306272.000000 Penalty: 6331.705078
	Iteration 52Q: 3 clusters Score -4.530627e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121038 members 
Mstep: Class 2 contains 228908 members 
Entering Unmasked Estep 
Score: -45307476.000000 Penalty: 6331.705078
	Iteration 53Q: 3 clusters Score -4.530748e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 242350 members 
Entering Unmasked Estep 
Score: -45308820.000000 Penalty: 6331.705078
	Iteration 54Q: 3 clusters Score -4.530882e+07 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 257377 members 
Entering Unmasked Estep 
Score: -45311476.000000 Penalty: 6331.705078
	Iteration 55Q: 3 clusters Score -4.531148e+07 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 273271 members 
Entering Unmasked Estep 
Score: -45314056.000000 Penalty: 6331.705078
	Iteration 56Q: 3 clusters Score -4.531406e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 288447 members 
Entering Unmasked Estep 
Score: -45316828.000000 Penalty: 6331.705078
	Iteration 57Q: 3 clusters Score -4.531683e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 302043 members 
Entering Unmasked Estep 
Score: -45318704.000000 Penalty: 6331.705078
	Iteration 58Q: 3 clusters Score -4.53187e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 313286 members 
Entering Unmasked Estep 
Score: -45320196.000000 Penalty: 6331.705078
	Iteration 59Q: 3 clusters Score -4.53202e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 322095 members 
Entering Unmasked Estep 
Score: -45327252.000000 Penalty: 6331.705078
	Iteration 60F: 3 clusters Score -4.532725e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 334708 members 
Entering Unmasked Estep 
Score: -45333972.000000 Penalty: 6331.705078
	Iteration 61Q: 3 clusters Score -4.533397e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 342642 members 
Entering Unmasked Estep 
Score: -45337052.000000 Penalty: 6331.705078
	Iteration 62Q: 3 clusters Score -4.533705e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 346843 members 
Entering Unmasked Estep 
Score: -45340184.000000 Penalty: 6331.705078
	Iteration 63Q: 3 clusters Score -4.534018e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 348624 members 
Entering Unmasked Estep 
Score: -45341532.000000 Penalty: 6331.705078
	Iteration 64Q: 3 clusters Score -4.534153e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 349244 members 
Entering Unmasked Estep 
Score: -45341952.000000 Penalty: 6331.705078
	Iteration 65Q: 3 clusters Score -4.534195e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 349461 members 
Entering Unmasked Estep 
Score: -45342012.000000 Penalty: 6331.705078
	Iteration 66Q: 3 clusters Score -4.534201e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 349536 members 
Entering Unmasked Estep 
Score: -45342100.000000 Penalty: 6331.705078
	Iteration 67Q: 3 clusters Score -4.53421e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 349582 members 
Entering Unmasked Estep 
Score: -45342132.000000 Penalty: 6331.705078
	Iteration 68Q: 3 clusters Score -4.534213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349607 members 
Entering Unmasked Estep 
Score: -45342172.000000 Penalty: 6331.705078
	Iteration 69Q: 3 clusters Score -4.534217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 349626 members 
Entering Unmasked Estep 
Score: -45342208.000000 Penalty: 6331.705078
	Iteration 70Q: 3 clusters Score -4.534221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 349633 members 
Entering Unmasked Estep 
Score: -45342208.000000 Penalty: 6331.705078
	Iteration 71Q: 3 clusters Score -4.534221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 349643 members 
Entering Unmasked Estep 
Score: -45342232.000000 Penalty: 6331.705078
	Iteration 72Q: 3 clusters Score -4.534223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 349647 members 
Entering Unmasked Estep 
Score: -45342260.000000 Penalty: 6331.705078
	Iteration 73Q: 3 clusters Score -4.534226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 349645 members 
Entering Unmasked Estep 
Score: -45342244.000000 Penalty: 6331.705078
	Iteration 74Q: 3 clusters Score -4.534224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 349645 members 
Entering Unmasked Estep 
Score: -45342276.000000 Penalty: 6331.705078
	Iteration 75Q: 3 clusters Score -4.534228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 349646 members 
Entering Unmasked Estep 
Score: -45342260.000000 Penalty: 6331.705078
	Iteration 76Q: 3 clusters Score -4.534226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349648 members 
Entering Unmasked Estep 
Score: -45342272.000000 Penalty: 6331.705078
	Iteration 77Q: 3 clusters Score -4.534227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 349647 members 
Entering Unmasked Estep 
Score: -45342256.000000 Penalty: 6331.705078
	Iteration 78Q: 3 clusters Score -4.534226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349648 members 
Entering Unmasked Estep 
Score: -45342296.000000 Penalty: 6331.705078
	Iteration 79Q: 3 clusters Score -4.53423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 349649 members 
Entering Unmasked Estep 
Score: -45342288.000000 Penalty: 6331.705078
	Iteration 80F: 3 clusters Score -4.534229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 349651 members 
Entering Unmasked Estep 
Score: -45342272.000000 Penalty: 6331.705078
	Iteration 81Q: 3 clusters Score -4.534227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349652 members 
Entering Unmasked Estep 
Score: -45342268.000000 Penalty: 6331.705078
	Iteration 82Q: 3 clusters Score -4.534227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349652 members 
Entering Unmasked Estep 
Score: -45342268.000000 Penalty: 6331.705078
	Iteration 83F: 3 clusters Score -4.534227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1796283.000000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1796283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1785531.125000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1785531 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1788966.000000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1788966 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1789454.250000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1789454 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1789868.625000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1789869 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1790287.000000 Penalty: 4761.439453
	Iteration 4F: 3 clusters Score -1790287 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1790726.125000 Penalty: 4761.439453
	Iteration 5F: 3 clusters Score -1790726 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1791183.375000 Penalty: 4761.439453
	Iteration 6F: 3 clusters Score -1791183 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1791631.125000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1791631 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1792107.125000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1792107 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1792557.750000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1792558 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1792950.250000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1792950 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1793299.125000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1793299 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1793573.750000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1793574 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1793789.500000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1793790 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1793949.500000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1793950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1794046.375000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1794046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1794121.500000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1794122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1794161.875000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1794162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1794200.875000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1794201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1794234.250000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1794234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1794253.000000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1794253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1794270.625000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1794271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1794292.500000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1794292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1794305.125000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1794305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1794318.875000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1794319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1794335.250000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1794335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1794357.000000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1794357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1794385.375000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1794385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1794403.125000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1794403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1794429.500000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1794430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1794451.125000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1794451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1794459.500000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1794460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1794469.125000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1794469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1794474.750000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1794475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1794477.625000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1794478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1794476.625000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1794477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1794482.375000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1794482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1794481.750000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1794482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1794485.875000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1794486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794489.750000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1794490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1794489.750000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1794490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1794494.250000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1794494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1794492.750000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1794493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1794494.125000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1794494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794491.250000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1794491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794494.250000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1794494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794493.750000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1794494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794495.000000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1794495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1794500.750000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1794501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1794500.250000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1794500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794500.750000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1794501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1794502.250000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1794502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794502.500000 Penalty: 4761.439453
	Iteration 52Q: 3 clusters Score -1794502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1794502.750000 Penalty: 4761.439453
	Iteration 53Q: 3 clusters Score -1794503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1794500.250000 Penalty: 4761.439453
	Iteration 54Q: 3 clusters Score -1794500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1794502.125000 Penalty: 4761.439453
	Iteration 55Q: 3 clusters Score -1794502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1794502.125000 Penalty: 4761.439453
	Iteration 56F: 3 clusters Score -1794502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -163282.359375 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -163282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161009.656250 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -161009.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161435.281250 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -161435.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161575.015625 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -161575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161675.109375 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -161675.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161744.859375 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -161744.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161801.718750 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -161801.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161845.968750 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -161846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161881.796875 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -161881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161908.031250 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -161908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161933.015625 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -161933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161964.390625 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -161964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161994.578125 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -161994.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -162029.109375 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -162029.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162070.546875 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -162070.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162113.359375 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -162113.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162144.437500 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -162144.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162184.125000 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -162184.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162220.890625 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -162220.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -162255.875000 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -162255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -162299.203125 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -162299.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162347.078125 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -162347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162416.843750 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -162416.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162472.312500 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -162472.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162519.046875 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -162519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162546.500000 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -162546.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162564.140625 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -162564.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162580.062500 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -162580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162593.750000 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -162593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162602.875000 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -162602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162611.765625 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -162611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162639.000000 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -162639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162681.781250 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -162681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162703.953125 Penalty: 3631.965088
	Iteration 32Q: 3 clusters Score -162704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -162719.109375 Penalty: 3631.965088
	Iteration 33Q: 3 clusters Score -162719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -162721.109375 Penalty: 3631.965088
	Iteration 34Q: 3 clusters Score -162721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -162722.937500 Penalty: 3631.965088
	Iteration 35Q: 3 clusters Score -162722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162725.734375 Penalty: 3631.965088
	Iteration 36Q: 3 clusters Score -162725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -162726.265625 Penalty: 3631.965088
	Iteration 37Q: 3 clusters Score -162726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -162728.140625 Penalty: 3631.965088
	Iteration 38Q: 3 clusters Score -162728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162729.093750 Penalty: 3631.965088
	Iteration 39Q: 3 clusters Score -162729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -162730.437500 Penalty: 3631.965088
	Iteration 40F: 3 clusters Score -162730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -162731.031250 Penalty: 3631.965088
	Iteration 41Q: 3 clusters Score -162731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -162731.031250 Penalty: 3631.965088
	Iteration 42F: 3 clusters Score -162731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Entering Unmasked Estep 
Score: -1180100.250000 Penalty: 2269.346191
	Iteration 0F: 2 clusters Score -1180100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1172864.625000 Penalty: 4538.692383
	Iteration 0F: 3 clusters Score -1172865 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1174877.625000 Penalty: 4538.692383
	Iteration 1F: 3 clusters Score -1174878 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1175169.875000 Penalty: 4538.692383
	Iteration 2F: 3 clusters Score -1175170 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1175381.125000 Penalty: 4538.692383
	Iteration 3Q: 3 clusters Score -1175381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1175522.375000 Penalty: 4538.692383
	Iteration 4Q: 3 clusters Score -1175522 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1175635.125000 Penalty: 4538.692383
	Iteration 5Q: 3 clusters Score -1175635 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1175730.125000 Penalty: 4538.692383
	Iteration 6Q: 3 clusters Score -1175730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1175839.500000 Penalty: 4538.692383
	Iteration 7Q: 3 clusters Score -1175840 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1175948.000000 Penalty: 4538.692383
	Iteration 8Q: 3 clusters Score -1175948 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1176040.250000 Penalty: 4538.692383
	Iteration 9Q: 3 clusters Score -1176040 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1176137.375000 Penalty: 4538.692383
	Iteration 10Q: 3 clusters Score -1176137 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1176252.875000 Penalty: 4538.692383
	Iteration 11Q: 3 clusters Score -1176253 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1176359.750000 Penalty: 4538.692383
	Iteration 12Q: 3 clusters Score -1176360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1176464.250000 Penalty: 4538.692383
	Iteration 13Q: 3 clusters Score -1176464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1176594.500000 Penalty: 4538.692383
	Iteration 14Q: 3 clusters Score -1176594 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1176732.750000 Penalty: 4538.692383
	Iteration 15Q: 3 clusters Score -1176733 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1176864.750000 Penalty: 4538.692383
	Iteration 16Q: 3 clusters Score -1176865 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1176984.500000 Penalty: 4538.692383
	Iteration 17Q: 3 clusters Score -1176984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1177099.375000 Penalty: 4538.692383
	Iteration 18Q: 3 clusters Score -1177099 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1177206.000000 Penalty: 4538.692383
	Iteration 19Q: 3 clusters Score -1177206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1177324.500000 Penalty: 4538.692383
	Iteration 20F: 3 clusters Score -1177324 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1177446.375000 Penalty: 4538.692383
	Iteration 21Q: 3 clusters Score -1177446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1177562.375000 Penalty: 4538.692383
	Iteration 22Q: 3 clusters Score -1177562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1177686.875000 Penalty: 4538.692383
	Iteration 23Q: 3 clusters Score -1177687 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1177804.750000 Penalty: 4538.692383
	Iteration 24Q: 3 clusters Score -1177805 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1177909.125000 Penalty: 4538.692383
	Iteration 25Q: 3 clusters Score -1177909 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1177985.125000 Penalty: 4538.692383
	Iteration 26Q: 3 clusters Score -1177985 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1178046.000000 Penalty: 4538.692383
	Iteration 27Q: 3 clusters Score -1178046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1178092.000000 Penalty: 4538.692383
	Iteration 28Q: 3 clusters Score -1178092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1178140.625000 Penalty: 4538.692383
	Iteration 29Q: 3 clusters Score -1178141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1178181.625000 Penalty: 4538.692383
	Iteration 30Q: 3 clusters Score -1178182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1178218.875000 Penalty: 4538.692383
	Iteration 31Q: 3 clusters Score -1178219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1178243.500000 Penalty: 4538.692383
	Iteration 32Q: 3 clusters Score -1178244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1178261.250000 Penalty: 4538.692383
	Iteration 33Q: 3 clusters Score -1178261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1178275.375000 Penalty: 4538.692383
	Iteration 34Q: 3 clusters Score -1178275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1178287.750000 Penalty: 4538.692383
	Iteration 35Q: 3 clusters Score -1178288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1178293.375000 Penalty: 4538.692383
	Iteration 36Q: 3 clusters Score -1178293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1178300.875000 Penalty: 4538.692383
	Iteration 37Q: 3 clusters Score -1178301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1178304.750000 Penalty: 4538.692383
	Iteration 38Q: 3 clusters Score -1178305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1178309.250000 Penalty: 4538.692383
	Iteration 39Q: 3 clusters Score -1178309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1178309.250000 Penalty: 4538.692383
	Iteration 40F: 3 clusters Score -1178309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1178312.125000 Penalty: 4538.692383
	Iteration 41Q: 3 clusters Score -1178312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1178317.875000 Penalty: 4538.692383
	Iteration 42Q: 3 clusters Score -1178318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1178319.500000 Penalty: 4538.692383
	Iteration 43Q: 3 clusters Score -1178320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1178324.000000 Penalty: 4538.692383
	Iteration 44Q: 3 clusters Score -1178324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1178323.375000 Penalty: 4538.692383
	Iteration 45Q: 3 clusters Score -1178323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1178327.750000 Penalty: 4538.692383
	Iteration 46Q: 3 clusters Score -1178328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1178332.250000 Penalty: 4538.692383
	Iteration 47Q: 3 clusters Score -1178332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1178338.750000 Penalty: 4538.692383
	Iteration 48Q: 3 clusters Score -1178339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1178343.250000 Penalty: 4538.692383
	Iteration 49Q: 3 clusters Score -1178343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1178348.875000 Penalty: 4538.692383
	Iteration 50Q: 3 clusters Score -1178349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1178353.250000 Penalty: 4538.692383
	Iteration 51Q: 3 clusters Score -1178353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1178358.625000 Penalty: 4538.692383
	Iteration 52Q: 3 clusters Score -1178359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1178361.500000 Penalty: 4538.692383
	Iteration 53Q: 3 clusters Score -1178362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1178366.875000 Penalty: 4538.692383
	Iteration 54Q: 3 clusters Score -1178367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1178367.000000 Penalty: 4538.692383
	Iteration 55Q: 3 clusters Score -1178367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1178369.375000 Penalty: 4538.692383
	Iteration 56Q: 3 clusters Score -1178369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1178372.125000 Penalty: 4538.692383
	Iteration 57Q: 3 clusters Score -1178372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1178370.625000 Penalty: 4538.692383
	Iteration 58Q: 3 clusters Score -1178371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1178372.250000 Penalty: 4538.692383
	Iteration 59Q: 3 clusters Score -1178372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1178371.500000 Penalty: 4538.692383
	Iteration 60F: 3 clusters Score -1178372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1178374.625000 Penalty: 4538.692383
	Iteration 61Q: 3 clusters Score -1178375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1178375.875000 Penalty: 4538.692383
	Iteration 62Q: 3 clusters Score -1178376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1178376.000000 Penalty: 4538.692383
	Iteration 63Q: 3 clusters Score -1178376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1178379.000000 Penalty: 4538.692383
	Iteration 64Q: 3 clusters Score -1178379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1178380.250000 Penalty: 4538.692383
	Iteration 65Q: 3 clusters Score -1178380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1178382.250000 Penalty: 4538.692383
	Iteration 66Q: 3 clusters Score -1178382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1178381.750000 Penalty: 4538.692383
	Iteration 67Q: 3 clusters Score -1178382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1178383.125000 Penalty: 4538.692383
	Iteration 68Q: 3 clusters Score -1178383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1178385.250000 Penalty: 4538.692383
	Iteration 69Q: 3 clusters Score -1178385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1178384.250000 Penalty: 4538.692383
	Iteration 70Q: 3 clusters Score -1178384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1178384.250000 Penalty: 4538.692383
	Iteration 71F: 3 clusters Score -1178384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Entering Unmasked Estep 
Score: -3487197.000000 Penalty: 2524.917480
	Iteration 0F: 2 clusters Score -3487197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3469133.250000 Penalty: 5049.834961
	Iteration 0F: 3 clusters Score -3469133 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3475354.000000 Penalty: 5049.834961
	Iteration 1F: 3 clusters Score -3475354 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3475921.500000 Penalty: 5049.834961
	Iteration 2F: 3 clusters Score -3475922 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3476538.500000 Penalty: 5049.834961
	Iteration 3F: 3 clusters Score -3476538 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3477317.500000 Penalty: 5049.834961
	Iteration 4F: 3 clusters Score -3477318 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3478349.250000 Penalty: 5049.834961
	Iteration 5F: 3 clusters Score -3478349 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3479757.500000 Penalty: 5049.834961
	Iteration 6F: 3 clusters Score -3479758 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3481412.000000 Penalty: 5049.834961
	Iteration 7F: 3 clusters Score -3481412 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3482972.750000 Penalty: 5049.834961
	Iteration 8F: 3 clusters Score -3482973 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3484156.750000 Penalty: 5049.834961
	Iteration 9Q: 3 clusters Score -3484157 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3484790.750000 Penalty: 5049.834961
	Iteration 10Q: 3 clusters Score -3484791 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3485084.500000 Penalty: 5049.834961
	Iteration 11Q: 3 clusters Score -3485084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3485206.500000 Penalty: 5049.834961
	Iteration 12Q: 3 clusters Score -3485206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3485274.000000 Penalty: 5049.834961
	Iteration 13Q: 3 clusters Score -3485274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3485322.500000 Penalty: 5049.834961
	Iteration 14Q: 3 clusters Score -3485322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3485351.500000 Penalty: 5049.834961
	Iteration 15Q: 3 clusters Score -3485352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3485391.500000 Penalty: 5049.834961
	Iteration 16Q: 3 clusters Score -3485392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3485413.250000 Penalty: 5049.834961
	Iteration 17Q: 3 clusters Score -3485413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3485421.750000 Penalty: 5049.834961
	Iteration 18Q: 3 clusters Score -3485422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3485439.250000 Penalty: 5049.834961
	Iteration 19Q: 3 clusters Score -3485439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3485443.000000 Penalty: 5049.834961
	Iteration 20F: 3 clusters Score -3485443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3485460.500000 Penalty: 5049.834961
	Iteration 21Q: 3 clusters Score -3485460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3485488.750000 Penalty: 5049.834961
	Iteration 22Q: 3 clusters Score -3485489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3485498.750000 Penalty: 5049.834961
	Iteration 23Q: 3 clusters Score -3485499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3485502.750000 Penalty: 5049.834961
	Iteration 24Q: 3 clusters Score -3485503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3485507.000000 Penalty: 5049.834961
	Iteration 25Q: 3 clusters Score -3485507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3485516.000000 Penalty: 5049.834961
	Iteration 26Q: 3 clusters Score -3485516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3485529.000000 Penalty: 5049.834961
	Iteration 27Q: 3 clusters Score -3485529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3485530.250000 Penalty: 5049.834961
	Iteration 28Q: 3 clusters Score -3485530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3485531.250000 Penalty: 5049.834961
	Iteration 29Q: 3 clusters Score -3485531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3485530.250000 Penalty: 5049.834961
	Iteration 30Q: 3 clusters Score -3485530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3485538.000000 Penalty: 5049.834961
	Iteration 31Q: 3 clusters Score -3485538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3485544.500000 Penalty: 5049.834961
	Iteration 32Q: 3 clusters Score -3485544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3485546.500000 Penalty: 5049.834961
	Iteration 33Q: 3 clusters Score -3485546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3485546.500000 Penalty: 5049.834961
	Iteration 34F: 3 clusters Score -3485546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Entering Unmasked Estep 
Score: -2333866.250000 Penalty: 2425.093994
	Iteration 0F: 2 clusters Score -2333866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2321300.500000 Penalty: 4850.187988
	Iteration 0F: 3 clusters Score -2321300 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2325450.250000 Penalty: 4850.187988
	Iteration 1F: 3 clusters Score -2325450 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2325786.000000 Penalty: 4850.187988
	Iteration 2F: 3 clusters Score -2325786 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2325990.500000 Penalty: 4850.187988
	Iteration 3Q: 3 clusters Score -2325990 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2326165.750000 Penalty: 4850.187988
	Iteration 4Q: 3 clusters Score -2326166 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2326298.500000 Penalty: 4850.187988
	Iteration 5Q: 3 clusters Score -2326298 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2326432.500000 Penalty: 4850.187988
	Iteration 6Q: 3 clusters Score -2326432 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2326569.000000 Penalty: 4850.187988
	Iteration 7Q: 3 clusters Score -2326569 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2326718.500000 Penalty: 4850.187988
	Iteration 8Q: 3 clusters Score -2326718 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2326828.250000 Penalty: 4850.187988
	Iteration 9Q: 3 clusters Score -2326828 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2326979.500000 Penalty: 4850.187988
	Iteration 10Q: 3 clusters Score -2326980 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2327169.250000 Penalty: 4850.187988
	Iteration 11Q: 3 clusters Score -2327169 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2327413.000000 Penalty: 4850.187988
	Iteration 12Q: 3 clusters Score -2327413 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2327732.750000 Penalty: 4850.187988
	Iteration 13Q: 3 clusters Score -2327733 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2328133.250000 Penalty: 4850.187988
	Iteration 14Q: 3 clusters Score -2328133 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2328596.000000 Penalty: 4850.187988
	Iteration 15Q: 3 clusters Score -2328596 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2329140.750000 Penalty: 4850.187988
	Iteration 16Q: 3 clusters Score -2329141 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2329712.000000 Penalty: 4850.187988
	Iteration 17Q: 3 clusters Score -2329712 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2330296.250000 Penalty: 4850.187988
	Iteration 18Q: 3 clusters Score -2330296 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2330744.250000 Penalty: 4850.187988
	Iteration 19Q: 3 clusters Score -2330744 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2331102.250000 Penalty: 4850.187988
	Iteration 20F: 3 clusters Score -2331102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2331321.000000 Penalty: 4850.187988
	Iteration 21Q: 3 clusters Score -2331321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2331428.250000 Penalty: 4850.187988
	Iteration 22Q: 3 clusters Score -2331428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2331487.000000 Penalty: 4850.187988
	Iteration 23Q: 3 clusters Score -2331487 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2331542.000000 Penalty: 4850.187988
	Iteration 24Q: 3 clusters Score -2331542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2331595.000000 Penalty: 4850.187988
	Iteration 25Q: 3 clusters Score -2331595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2331627.750000 Penalty: 4850.187988
	Iteration 26Q: 3 clusters Score -2331628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2331658.750000 Penalty: 4850.187988
	Iteration 27Q: 3 clusters Score -2331659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2331685.500000 Penalty: 4850.187988
	Iteration 28Q: 3 clusters Score -2331686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2331701.750000 Penalty: 4850.187988
	Iteration 29Q: 3 clusters Score -2331702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2331713.500000 Penalty: 4850.187988
	Iteration 30Q: 3 clusters Score -2331714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2331736.000000 Penalty: 4850.187988
	Iteration 31Q: 3 clusters Score -2331736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2331738.500000 Penalty: 4850.187988
	Iteration 32Q: 3 clusters Score -2331738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2331751.250000 Penalty: 4850.187988
	Iteration 33Q: 3 clusters Score -2331751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2331768.000000 Penalty: 4850.187988
	Iteration 34Q: 3 clusters Score -2331768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2331778.750000 Penalty: 4850.187988
	Iteration 35Q: 3 clusters Score -2331779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2331790.500000 Penalty: 4850.187988
	Iteration 36Q: 3 clusters Score -2331790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2331787.250000 Penalty: 4850.187988
	Iteration 37Q: 3 clusters Score -2331787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2331794.750000 Penalty: 4850.187988
	Iteration 38Q: 3 clusters Score -2331795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2331804.750000 Penalty: 4850.187988
	Iteration 39Q: 3 clusters Score -2331805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2331807.250000 Penalty: 4850.187988
	Iteration 40F: 3 clusters Score -2331807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2331809.250000 Penalty: 4850.187988
	Iteration 41Q: 3 clusters Score -2331809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2331810.000000 Penalty: 4850.187988
	Iteration 42Q: 3 clusters Score -2331810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2331818.250000 Penalty: 4850.187988
	Iteration 43Q: 3 clusters Score -2331818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2331821.000000 Penalty: 4850.187988
	Iteration 44Q: 3 clusters Score -2331821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2331822.500000 Penalty: 4850.187988
	Iteration 45Q: 3 clusters Score -2331822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2331829.500000 Penalty: 4850.187988
	Iteration 46Q: 3 clusters Score -2331830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2331823.500000 Penalty: 4850.187988
	Iteration 47Q: 3 clusters Score -2331824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2331827.750000 Penalty: 4850.187988
	Iteration 48Q: 3 clusters Score -2331828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2331832.500000 Penalty: 4850.187988
	Iteration 49Q: 3 clusters Score -2331832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2331839.250000 Penalty: 4850.187988
	Iteration 50Q: 3 clusters Score -2331839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2331840.750000 Penalty: 4850.187988
	Iteration 51Q: 3 clusters Score -2331841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2331846.250000 Penalty: 4850.187988
	Iteration 52Q: 3 clusters Score -2331846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2331844.750000 Penalty: 4850.187988
	Iteration 53Q: 3 clusters Score -2331845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2331849.500000 Penalty: 4850.187988
	Iteration 54Q: 3 clusters Score -2331850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2331852.250000 Penalty: 4850.187988
	Iteration 55Q: 3 clusters Score -2331852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2331853.000000 Penalty: 4850.187988
	Iteration 56Q: 3 clusters Score -2331853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2331857.000000 Penalty: 4850.187988
	Iteration 57Q: 3 clusters Score -2331857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2331861.000000 Penalty: 4850.187988
	Iteration 58Q: 3 clusters Score -2331861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2331866.250000 Penalty: 4850.187988
	Iteration 59Q: 3 clusters Score -2331866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2331870.250000 Penalty: 4850.187988
	Iteration 60F: 3 clusters Score -2331870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2331871.750000 Penalty: 4850.187988
	Iteration 61Q: 3 clusters Score -2331872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2331871.000000 Penalty: 4850.187988
	Iteration 62Q: 3 clusters Score -2331871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2331870.750000 Penalty: 4850.187988
	Iteration 63Q: 3 clusters Score -2331871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2331875.250000 Penalty: 4850.187988
	Iteration 64Q: 3 clusters Score -2331875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2331876.000000 Penalty: 4850.187988
	Iteration 65Q: 3 clusters Score -2331876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2331876.000000 Penalty: 4850.187988
	Iteration 66Q: 3 clusters Score -2331876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2331877.500000 Penalty: 4850.187988
	Iteration 67Q: 3 clusters Score -2331878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2331881.250000 Penalty: 4850.187988
	Iteration 68Q: 3 clusters Score -2331881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2331878.500000 Penalty: 4850.187988
	Iteration 69Q: 3 clusters Score -2331878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2331887.500000 Penalty: 4850.187988
	Iteration 70Q: 3 clusters Score -2331888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2331892.250000 Penalty: 4850.187988
	Iteration 71Q: 3 clusters Score -2331892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2331893.000000 Penalty: 4850.187988
	Iteration 72Q: 3 clusters Score -2331893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2331892.500000 Penalty: 4850.187988
	Iteration 73Q: 3 clusters Score -2331892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2331895.750000 Penalty: 4850.187988
	Iteration 74Q: 3 clusters Score -2331896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2331895.000000 Penalty: 4850.187988
	Iteration 75Q: 3 clusters Score -2331895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2331896.000000 Penalty: 4850.187988
	Iteration 76Q: 3 clusters Score -2331896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2331896.500000 Penalty: 4850.187988
	Iteration 77Q: 3 clusters Score -2331896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2331896.500000 Penalty: 4850.187988
	Iteration 78F: 3 clusters Score -2331896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -324157.125000 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -324157.1 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 1302 members 
Entering Unmasked Estep 
Score: -321166.843750 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -321166.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -321807.656250 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -321807.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321932.343750 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -321932.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321999.125000 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -321999.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -322048.812500 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -322048.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -322077.437500 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -322077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -322095.750000 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -322095.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -322109.312500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -322109.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -322124.812500 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -322124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -322134.343750 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -322134.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -322143.937500 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -322143.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -322150.531250 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -322150.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -322156.562500 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -322156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -322164.531250 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -322164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -322171.781250 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -322171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -322176.437500 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -322176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -322183.218750 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -322183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -322194.468750 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -322194.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -322203.875000 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -322203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -322210.250000 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -322210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322217.781250 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -322217.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322228.281250 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -322228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -322235.156250 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -322235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -322242.187500 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -322242.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -322253.906250 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -322253.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322269.593750 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -322269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -322284.156250 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -322284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -322293.687500 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -322293.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -322300.968750 Penalty: 3892.877686
	Iteration 28Q: 3 clusters Score -322301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -322309.937500 Penalty: 3892.877686
	Iteration 29Q: 3 clusters Score -322309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -322318.312500 Penalty: 3892.877686
	Iteration 30Q: 3 clusters Score -322318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322322.343750 Penalty: 3892.877686
	Iteration 31Q: 3 clusters Score -322322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322322.437500 Penalty: 3892.877686
	Iteration 32Q: 3 clusters Score -322322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -322323.687500 Penalty: 3892.877686
	Iteration 33Q: 3 clusters Score -322323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -322323.687500 Penalty: 3892.877686
	Iteration 34F: 3 clusters Score -322323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -1692789.625000 Penalty: 2359.836426
	Iteration 0F: 2 clusters Score -1692790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1682912.875000 Penalty: 4719.672852
	Iteration 0F: 3 clusters Score -1682913 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1685934.250000 Penalty: 4719.672852
	Iteration 1F: 3 clusters Score -1685934 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1686296.375000 Penalty: 4719.672852
	Iteration 2F: 3 clusters Score -1686296 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1686616.750000 Penalty: 4719.672852
	Iteration 3F: 3 clusters Score -1686617 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1686917.375000 Penalty: 4719.672852
	Iteration 4Q: 3 clusters Score -1686917 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1687231.250000 Penalty: 4719.672852
	Iteration 5Q: 3 clusters Score -1687231 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1687547.625000 Penalty: 4719.672852
	Iteration 6Q: 3 clusters Score -1687548 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1687860.500000 Penalty: 4719.672852
	Iteration 7Q: 3 clusters Score -1687860 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1688201.625000 Penalty: 4719.672852
	Iteration 8Q: 3 clusters Score -1688202 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1688525.000000 Penalty: 4719.672852
	Iteration 9Q: 3 clusters Score -1688525 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1688801.750000 Penalty: 4719.672852
	Iteration 10Q: 3 clusters Score -1688802 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1689027.375000 Penalty: 4719.672852
	Iteration 11Q: 3 clusters Score -1689027 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1689244.125000 Penalty: 4719.672852
	Iteration 12Q: 3 clusters Score -1689244 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1689425.875000 Penalty: 4719.672852
	Iteration 13Q: 3 clusters Score -1689426 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1689579.875000 Penalty: 4719.672852
	Iteration 14Q: 3 clusters Score -1689580 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1689730.000000 Penalty: 4719.672852
	Iteration 15Q: 3 clusters Score -1689730 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1689889.125000 Penalty: 4719.672852
	Iteration 16Q: 3 clusters Score -1689889 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1690047.250000 Penalty: 4719.672852
	Iteration 17Q: 3 clusters Score -1690047 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1690256.250000 Penalty: 4719.672852
	Iteration 18Q: 3 clusters Score -1690256 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1690486.250000 Penalty: 4719.672852
	Iteration 19Q: 3 clusters Score -1690486 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1690766.875000 Penalty: 4719.672852
	Iteration 20F: 3 clusters Score -1690767 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1691000.625000 Penalty: 4719.672852
	Iteration 21Q: 3 clusters Score -1691001 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1691151.500000 Penalty: 4719.672852
	Iteration 22Q: 3 clusters Score -1691152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1691246.875000 Penalty: 4719.672852
	Iteration 23Q: 3 clusters Score -1691247 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1691310.875000 Penalty: 4719.672852
	Iteration 24Q: 3 clusters Score -1691311 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1691368.750000 Penalty: 4719.672852
	Iteration 25Q: 3 clusters Score -1691369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1691420.500000 Penalty: 4719.672852
	Iteration 26Q: 3 clusters Score -1691420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1691479.125000 Penalty: 4719.672852
	Iteration 27Q: 3 clusters Score -1691479 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1691539.625000 Penalty: 4719.672852
	Iteration 28Q: 3 clusters Score -1691540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1691593.000000 Penalty: 4719.672852
	Iteration 29Q: 3 clusters Score -1691593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1691638.125000 Penalty: 4719.672852
	Iteration 30Q: 3 clusters Score -1691638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1691672.875000 Penalty: 4719.672852
	Iteration 31Q: 3 clusters Score -1691673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1691698.750000 Penalty: 4719.672852
	Iteration 32Q: 3 clusters Score -1691699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1691730.000000 Penalty: 4719.672852
	Iteration 33Q: 3 clusters Score -1691730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1691758.000000 Penalty: 4719.672852
	Iteration 34Q: 3 clusters Score -1691758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1691827.000000 Penalty: 4719.672852
	Iteration 35Q: 3 clusters Score -1691827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1691892.250000 Penalty: 4719.672852
	Iteration 36Q: 3 clusters Score -1691892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1691931.500000 Penalty: 4719.672852
	Iteration 37Q: 3 clusters Score -1691932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1691961.375000 Penalty: 4719.672852
	Iteration 38Q: 3 clusters Score -1691961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1691977.625000 Penalty: 4719.672852
	Iteration 39Q: 3 clusters Score -1691978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1691997.000000 Penalty: 4719.672852
	Iteration 40F: 3 clusters Score -1691997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1692012.500000 Penalty: 4719.672852
	Iteration 41Q: 3 clusters Score -1692012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1692024.750000 Penalty: 4719.672852
	Iteration 42Q: 3 clusters Score -1692025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1692037.750000 Penalty: 4719.672852
	Iteration 43Q: 3 clusters Score -1692038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1692043.375000 Penalty: 4719.672852
	Iteration 44Q: 3 clusters Score -1692043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1692051.625000 Penalty: 4719.672852
	Iteration 45Q: 3 clusters Score -1692052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1692056.125000 Penalty: 4719.672852
	Iteration 46Q: 3 clusters Score -1692056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1692062.875000 Penalty: 4719.672852
	Iteration 47Q: 3 clusters Score -1692063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1692063.750000 Penalty: 4719.672852
	Iteration 48Q: 3 clusters Score -1692064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1692062.625000 Penalty: 4719.672852
	Iteration 49Q: 3 clusters Score -1692063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1692070.500000 Penalty: 4719.672852
	Iteration 50Q: 3 clusters Score -1692070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1692070.125000 Penalty: 4719.672852
	Iteration 51Q: 3 clusters Score -1692070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1692071.250000 Penalty: 4719.672852
	Iteration 52Q: 3 clusters Score -1692071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1692074.500000 Penalty: 4719.672852
	Iteration 53Q: 3 clusters Score -1692074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1692077.500000 Penalty: 4719.672852
	Iteration 54Q: 3 clusters Score -1692078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1692077.250000 Penalty: 4719.672852
	Iteration 55Q: 3 clusters Score -1692077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1692083.500000 Penalty: 4719.672852
	Iteration 56Q: 3 clusters Score -1692084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1692084.000000 Penalty: 4719.672852
	Iteration 57Q: 3 clusters Score -1692084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1692087.000000 Penalty: 4719.672852
	Iteration 58Q: 3 clusters Score -1692087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1692088.875000 Penalty: 4719.672852
	Iteration 59Q: 3 clusters Score -1692089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1692087.000000 Penalty: 4719.672852
	Iteration 60F: 3 clusters Score -1692087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1692087.750000 Penalty: 4719.672852
	Iteration 61Q: 3 clusters Score -1692088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1692085.500000 Penalty: 4719.672852
	Iteration 62Q: 3 clusters Score -1692086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1692086.375000 Penalty: 4719.672852
	Iteration 63Q: 3 clusters Score -1692086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1692088.250000 Penalty: 4719.672852
	Iteration 64Q: 3 clusters Score -1692088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1692087.625000 Penalty: 4719.672852
	Iteration 65Q: 3 clusters Score -1692088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1692087.625000 Penalty: 4719.672852
	Iteration 66F: 3 clusters Score -1692088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -128501.937500 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -128501.9 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 672 members 
Entering Unmasked Estep 
Score: -126358.539062 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -126358.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -126958.515625 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -126958.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -127414.007812 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -127414 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127712.148438 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -127712.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127894.664062 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -127894.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128043.890625 Penalty: 3582.754639
	Iteration 5F: 3 clusters Score -128043.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128144.812500 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -128144.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -128244.062500 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -128244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128405.085938 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -128405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128563.695312 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -128563.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128632.476562 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -128632.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128652.984375 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -128653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128661.734375 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -128661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128678.273438 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -128678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128680.937500 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -128680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128680.937500 Penalty: 3582.754639
	Iteration 15F: 3 clusters Score -128680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51916 members 
Mstep: Class 9 contains 349946 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 366 members 
Entering Unmasked Estep 
Score: -104953768.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104955144.000000 to -104953768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1445528.750000 Penalty: 2315.175781
	Iteration 0F: 2 clusters Score -1445529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1437028.375000 Penalty: 4630.351562
	Iteration 0F: 3 clusters Score -1437028 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1439565.625000 Penalty: 4630.351562
	Iteration 1F: 3 clusters Score -1439566 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1440023.625000 Penalty: 4630.351562
	Iteration 2F: 3 clusters Score -1440024 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1440396.125000 Penalty: 4630.351562
	Iteration 3F: 3 clusters Score -1440396 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1440728.375000 Penalty: 4630.351562
	Iteration 4F: 3 clusters Score -1440728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1441004.875000 Penalty: 4630.351562
	Iteration 5Q: 3 clusters Score -1441005 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1441262.625000 Penalty: 4630.351562
	Iteration 6Q: 3 clusters Score -1441263 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1441508.750000 Penalty: 4630.351562
	Iteration 7Q: 3 clusters Score -1441509 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1441762.125000 Penalty: 4630.351562
	Iteration 8Q: 3 clusters Score -1441762 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1442017.375000 Penalty: 4630.351562
	Iteration 9Q: 3 clusters Score -1442017 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1442292.750000 Penalty: 4630.351562
	Iteration 10Q: 3 clusters Score -1442293 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1442563.875000 Penalty: 4630.351562
	Iteration 11Q: 3 clusters Score -1442564 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1442782.375000 Penalty: 4630.351562
	Iteration 12Q: 3 clusters Score -1442782 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1442971.500000 Penalty: 4630.351562
	Iteration 13Q: 3 clusters Score -1442972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1443164.125000 Penalty: 4630.351562
	Iteration 14Q: 3 clusters Score -1443164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1443318.125000 Penalty: 4630.351562
	Iteration 15Q: 3 clusters Score -1443318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1443430.375000 Penalty: 4630.351562
	Iteration 16Q: 3 clusters Score -1443430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1443500.125000 Penalty: 4630.351562
	Iteration 17Q: 3 clusters Score -1443500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1443549.125000 Penalty: 4630.351562
	Iteration 18Q: 3 clusters Score -1443549 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1443585.125000 Penalty: 4630.351562
	Iteration 19Q: 3 clusters Score -1443585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1443609.750000 Penalty: 4630.351562
	Iteration 20F: 3 clusters Score -1443610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1443619.375000 Penalty: 4630.351562
	Iteration 21Q: 3 clusters Score -1443619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1443627.500000 Penalty: 4630.351562
	Iteration 22Q: 3 clusters Score -1443628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1443634.625000 Penalty: 4630.351562
	Iteration 23Q: 3 clusters Score -1443635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1443644.750000 Penalty: 4630.351562
	Iteration 24Q: 3 clusters Score -1443645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1443649.250000 Penalty: 4630.351562
	Iteration 25Q: 3 clusters Score -1443649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1443644.750000 Penalty: 4630.351562
	Iteration 26Q: 3 clusters Score -1443645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1443647.625000 Penalty: 4630.351562
	Iteration 27Q: 3 clusters Score -1443648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1443651.375000 Penalty: 4630.351562
	Iteration 28Q: 3 clusters Score -1443651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1443655.250000 Penalty: 4630.351562
	Iteration 29Q: 3 clusters Score -1443655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1443652.125000 Penalty: 4630.351562
	Iteration 30Q: 3 clusters Score -1443652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1443657.250000 Penalty: 4630.351562
	Iteration 31Q: 3 clusters Score -1443657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1443656.250000 Penalty: 4630.351562
	Iteration 32Q: 3 clusters Score -1443656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1443659.750000 Penalty: 4630.351562
	Iteration 33Q: 3 clusters Score -1443660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1443661.375000 Penalty: 4630.351562
	Iteration 34Q: 3 clusters Score -1443661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1443659.000000 Penalty: 4630.351562
	Iteration 35Q: 3 clusters Score -1443659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1443660.250000 Penalty: 4630.351562
	Iteration 36Q: 3 clusters Score -1443660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1443665.750000 Penalty: 4630.351562
	Iteration 37Q: 3 clusters Score -1443666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1443666.750000 Penalty: 4630.351562
	Iteration 38Q: 3 clusters Score -1443667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1443666.375000 Penalty: 4630.351562
	Iteration 39Q: 3 clusters Score -1443666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1443666.125000 Penalty: 4630.351562
	Iteration 40F: 3 clusters Score -1443666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1443664.375000 Penalty: 4630.351562
	Iteration 41Q: 3 clusters Score -1443664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1443667.000000 Penalty: 4630.351562
	Iteration 42Q: 3 clusters Score -1443667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1443668.875000 Penalty: 4630.351562
	Iteration 43Q: 3 clusters Score -1443669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1443668.750000 Penalty: 4630.351562
	Iteration 44Q: 3 clusters Score -1443669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1443670.000000 Penalty: 4630.351562
	Iteration 45Q: 3 clusters Score -1443670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1443671.375000 Penalty: 4630.351562
	Iteration 46Q: 3 clusters Score -1443671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1443673.000000 Penalty: 4630.351562
	Iteration 47Q: 3 clusters Score -1443673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1443672.625000 Penalty: 4630.351562
	Iteration 48Q: 3 clusters Score -1443673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1443668.375000 Penalty: 4630.351562
	Iteration 49Q: 3 clusters Score -1443668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1443672.625000 Penalty: 4630.351562
	Iteration 50Q: 3 clusters Score -1443673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1443676.875000 Penalty: 4630.351562
	Iteration 51Q: 3 clusters Score -1443677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1443680.625000 Penalty: 4630.351562
	Iteration 52Q: 3 clusters Score -1443681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1443679.000000 Penalty: 4630.351562
	Iteration 53Q: 3 clusters Score -1443679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1443683.250000 Penalty: 4630.351562
	Iteration 54Q: 3 clusters Score -1443683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1443679.875000 Penalty: 4630.351562
	Iteration 55Q: 3 clusters Score -1443680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1443681.875000 Penalty: 4630.351562
	Iteration 56Q: 3 clusters Score -1443682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1443681.375000 Penalty: 4630.351562
	Iteration 57Q: 3 clusters Score -1443681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1443681.375000 Penalty: 4630.351562
	Iteration 58F: 3 clusters Score -1443681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Entering Unmasked Estep 
Score: -4679169.500000 Penalty: 2601.698242
	Iteration 0F: 2 clusters Score -4679170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4654784.000000 Penalty: 5203.396484
	Iteration 0F: 3 clusters Score -4654784 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4663479.500000 Penalty: 5203.396484
	Iteration 1F: 3 clusters Score -4663480 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4663915.000000 Penalty: 5203.396484
	Iteration 2Q: 3 clusters Score -4663915 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4664239.500000 Penalty: 5203.396484
	Iteration 3Q: 3 clusters Score -4664240 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4664592.000000 Penalty: 5203.396484
	Iteration 4Q: 3 clusters Score -4664592 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4664965.000000 Penalty: 5203.396484
	Iteration 5Q: 3 clusters Score -4664965 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4665477.000000 Penalty: 5203.396484
	Iteration 6Q: 3 clusters Score -4665477 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4666211.000000 Penalty: 5203.396484
	Iteration 7Q: 3 clusters Score -4666211 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4667375.000000 Penalty: 5203.396484
	Iteration 8F: 3 clusters Score -4667375 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4668976.000000 Penalty: 5203.396484
	Iteration 9F: 3 clusters Score -4668976 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4670973.000000 Penalty: 5203.396484
	Iteration 10F: 3 clusters Score -4670973 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4672940.500000 Penalty: 5203.396484
	Iteration 11F: 3 clusters Score -4672940 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4674544.000000 Penalty: 5203.396484
	Iteration 12Q: 3 clusters Score -4674544 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4675785.500000 Penalty: 5203.396484
	Iteration 13Q: 3 clusters Score -4675786 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4676612.000000 Penalty: 5203.396484
	Iteration 14Q: 3 clusters Score -4676612 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4677070.000000 Penalty: 5203.396484
	Iteration 15Q: 3 clusters Score -4677070 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4677300.000000 Penalty: 5203.396484
	Iteration 16Q: 3 clusters Score -4677300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4677424.000000 Penalty: 5203.396484
	Iteration 17Q: 3 clusters Score -4677424 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4677489.500000 Penalty: 5203.396484
	Iteration 18Q: 3 clusters Score -4677490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4677534.500000 Penalty: 5203.396484
	Iteration 19Q: 3 clusters Score -4677534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4677572.500000 Penalty: 5203.396484
	Iteration 20F: 3 clusters Score -4677572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4677601.500000 Penalty: 5203.396484
	Iteration 21Q: 3 clusters Score -4677602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4677608.500000 Penalty: 5203.396484
	Iteration 22Q: 3 clusters Score -4677608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4677621.000000 Penalty: 5203.396484
	Iteration 23Q: 3 clusters Score -4677621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4677637.500000 Penalty: 5203.396484
	Iteration 24Q: 3 clusters Score -4677638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4677641.000000 Penalty: 5203.396484
	Iteration 25Q: 3 clusters Score -4677641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4677647.000000 Penalty: 5203.396484
	Iteration 26Q: 3 clusters Score -4677647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4677658.000000 Penalty: 5203.396484
	Iteration 27Q: 3 clusters Score -4677658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4677655.500000 Penalty: 5203.396484
	Iteration 28Q: 3 clusters Score -4677656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4677658.000000 Penalty: 5203.396484
	Iteration 29Q: 3 clusters Score -4677658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4677659.000000 Penalty: 5203.396484
	Iteration 30Q: 3 clusters Score -4677659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4677656.000000 Penalty: 5203.396484
	Iteration 31Q: 3 clusters Score -4677656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4677657.000000 Penalty: 5203.396484
	Iteration 32Q: 3 clusters Score -4677657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4677654.000000 Penalty: 5203.396484
	Iteration 33Q: 3 clusters Score -4677654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4677657.000000 Penalty: 5203.396484
	Iteration 34Q: 3 clusters Score -4677657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4677658.000000 Penalty: 5203.396484
	Iteration 35Q: 3 clusters Score -4677658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4677652.500000 Penalty: 5203.396484
	Iteration 36Q: 3 clusters Score -4677652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4677651.000000 Penalty: 5203.396484
	Iteration 37Q: 3 clusters Score -4677651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4677655.000000 Penalty: 5203.396484
	Iteration 38Q: 3 clusters Score -4677655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4677655.500000 Penalty: 5203.396484
	Iteration 39Q: 3 clusters Score -4677656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4677648.500000 Penalty: 5203.396484
	Iteration 40F: 3 clusters Score -4677648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4677650.000000 Penalty: 5203.396484
	Iteration 41Q: 3 clusters Score -4677650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4677653.500000 Penalty: 5203.396484
	Iteration 42Q: 3 clusters Score -4677654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4677654.500000 Penalty: 5203.396484
	Iteration 43Q: 3 clusters Score -4677654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4677654.500000 Penalty: 5203.396484
	Iteration 44F: 3 clusters Score -4677654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 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 219 members 
Entering Unmasked Estep 
Score: -44984.890625 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44984.89 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45368.457031 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45368.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45623.550781 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45623.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45747.144531 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -45747.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45857.621094 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -45857.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46112.207031 Penalty: 3026.869141
	Iteration 5F: 3 clusters Score -46112.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46313.117188 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -46313.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46492.695312 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -46492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46528.894531 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -46528.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46560.117188 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -46560.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46590.144531 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -46590.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46596.972656 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -46596.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46615.765625 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -46615.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46626.027344 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -46626.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46639.414062 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -46639.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46650.675781 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -46650.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46658.808594 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -46658.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46671.820312 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -46671.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46674.964844 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -46674.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46674.964844 Penalty: 3026.869141
	Iteration 19F: 3 clusters Score -46674.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51916 members 
Mstep: Class 9 contains 349946 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 162 members 
Entering Unmasked Estep 
Score: -104953512.000000 Penalty: 125167.218750
Splitting cluster 20 changes total score from -104955144.000000 to -104953512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (44603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Entering Unmasked Estep 
Score: -5680397.500000 Penalty: 2654.978027
	Iteration 0F: 2 clusters Score -5680398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5650167.000000 Penalty: 5309.956055
	Iteration 0F: 3 clusters Score -5650167 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5661535.000000 Penalty: 5309.956055
	Iteration 1F: 3 clusters Score -5661535 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5662062.000000 Penalty: 5309.956055
	Iteration 2Q: 3 clusters Score -5662062 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5662585.500000 Penalty: 5309.956055
	Iteration 3Q: 3 clusters Score -5662586 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5663078.000000 Penalty: 5309.956055
	Iteration 4Q: 3 clusters Score -5663078 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -5663636.000000 Penalty: 5309.956055
	Iteration 5Q: 3 clusters Score -5663636 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5664216.500000 Penalty: 5309.956055
	Iteration 6Q: 3 clusters Score -5664216 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5664939.500000 Penalty: 5309.956055
	Iteration 7Q: 3 clusters Score -5664940 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5665722.000000 Penalty: 5309.956055
	Iteration 8Q: 3 clusters Score -5665722 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5666606.000000 Penalty: 5309.956055
	Iteration 9Q: 3 clusters Score -5666606 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5667429.500000 Penalty: 5309.956055
	Iteration 10Q: 3 clusters Score -5667430 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5668218.000000 Penalty: 5309.956055
	Iteration 11Q: 3 clusters Score -5668218 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5668961.000000 Penalty: 5309.956055
	Iteration 12Q: 3 clusters Score -5668961 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -5669546.500000 Penalty: 5309.956055
	Iteration 13Q: 3 clusters Score -5669546 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5670033.000000 Penalty: 5309.956055
	Iteration 14Q: 3 clusters Score -5670033 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5670412.000000 Penalty: 5309.956055
	Iteration 15Q: 3 clusters Score -5670412 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5670737.000000 Penalty: 5309.956055
	Iteration 16Q: 3 clusters Score -5670737 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5671100.000000 Penalty: 5309.956055
	Iteration 17Q: 3 clusters Score -5671100 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5671426.000000 Penalty: 5309.956055
	Iteration 18Q: 3 clusters Score -5671426 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -5671756.000000 Penalty: 5309.956055
	Iteration 19Q: 3 clusters Score -5671756 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -5672179.500000 Penalty: 5309.956055
	Iteration 20F: 3 clusters Score -5672180 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5672690.500000 Penalty: 5309.956055
	Iteration 21Q: 3 clusters Score -5672690 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -5673471.000000 Penalty: 5309.956055
	Iteration 22Q: 3 clusters Score -5673471 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5674551.500000 Penalty: 5309.956055
	Iteration 23Q: 3 clusters Score -5674552 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -5675663.000000 Penalty: 5309.956055
	Iteration 24Q: 3 clusters Score -5675663 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5676299.000000 Penalty: 5309.956055
	Iteration 25Q: 3 clusters Score -5676299 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -5676692.000000 Penalty: 5309.956055
	Iteration 26Q: 3 clusters Score -5676692 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5676986.000000 Penalty: 5309.956055
	Iteration 27Q: 3 clusters Score -5676986 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5677162.000000 Penalty: 5309.956055
	Iteration 28Q: 3 clusters Score -5677162 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5677296.000000 Penalty: 5309.956055
	Iteration 29Q: 3 clusters Score -5677296 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5677397.500000 Penalty: 5309.956055
	Iteration 30Q: 3 clusters Score -5677398 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5677454.500000 Penalty: 5309.956055
	Iteration 31Q: 3 clusters Score -5677454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5677529.000000 Penalty: 5309.956055
	Iteration 32Q: 3 clusters Score -5677529 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5677585.500000 Penalty: 5309.956055
	Iteration 33Q: 3 clusters Score -5677586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5677648.000000 Penalty: 5309.956055
	Iteration 34Q: 3 clusters Score -5677648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5677676.500000 Penalty: 5309.956055
	Iteration 35Q: 3 clusters Score -5677676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5677695.500000 Penalty: 5309.956055
	Iteration 36Q: 3 clusters Score -5677696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5677726.000000 Penalty: 5309.956055
	Iteration 37Q: 3 clusters Score -5677726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5677753.500000 Penalty: 5309.956055
	Iteration 38Q: 3 clusters Score -5677754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5677775.000000 Penalty: 5309.956055
	Iteration 39Q: 3 clusters Score -5677775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5677792.500000 Penalty: 5309.956055
	Iteration 40F: 3 clusters Score -5677792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5677815.500000 Penalty: 5309.956055
	Iteration 41Q: 3 clusters Score -5677816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5677811.500000 Penalty: 5309.956055
	Iteration 42Q: 3 clusters Score -5677812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5677820.000000 Penalty: 5309.956055
	Iteration 43Q: 3 clusters Score -5677820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5677834.000000 Penalty: 5309.956055
	Iteration 44Q: 3 clusters Score -5677834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5677836.500000 Penalty: 5309.956055
	Iteration 45Q: 3 clusters Score -5677836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5677855.000000 Penalty: 5309.956055
	Iteration 46Q: 3 clusters Score -5677855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5677855.000000 Penalty: 5309.956055
	Iteration 47Q: 3 clusters Score -5677855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5677863.000000 Penalty: 5309.956055
	Iteration 48Q: 3 clusters Score -5677863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5677866.000000 Penalty: 5309.956055
	Iteration 49Q: 3 clusters Score -5677866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5677862.500000 Penalty: 5309.956055
	Iteration 50Q: 3 clusters Score -5677862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5677861.500000 Penalty: 5309.956055
	Iteration 51Q: 3 clusters Score -5677862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5677861.500000 Penalty: 5309.956055
	Iteration 52Q: 3 clusters Score -5677862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5677853.500000 Penalty: 5309.956055
	Iteration 53Q: 3 clusters Score -5677854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5677859.500000 Penalty: 5309.956055
	Iteration 54Q: 3 clusters Score -5677860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5677859.000000 Penalty: 5309.956055
	Iteration 55Q: 3 clusters Score -5677859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5677877.000000 Penalty: 5309.956055
	Iteration 56Q: 3 clusters Score -5677877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5677879.500000 Penalty: 5309.956055
	Iteration 57Q: 3 clusters Score -5677880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5677880.000000 Penalty: 5309.956055
	Iteration 58Q: 3 clusters Score -5677880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5677872.500000 Penalty: 5309.956055
	Iteration 59Q: 3 clusters Score -5677872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5677880.500000 Penalty: 5309.956055
	Iteration 60F: 3 clusters Score -5677880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5677878.500000 Penalty: 5309.956055
	Iteration 61Q: 3 clusters Score -5677878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5677883.500000 Penalty: 5309.956055
	Iteration 62Q: 3 clusters Score -5677884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5677877.500000 Penalty: 5309.956055
	Iteration 63Q: 3 clusters Score -5677878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5677885.000000 Penalty: 5309.956055
	Iteration 64Q: 3 clusters Score -5677885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5677879.000000 Penalty: 5309.956055
	Iteration 65Q: 3 clusters Score -5677879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5677885.000000 Penalty: 5309.956055
	Iteration 66Q: 3 clusters Score -5677885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5677892.000000 Penalty: 5309.956055
	Iteration 67Q: 3 clusters Score -5677892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5677905.500000 Penalty: 5309.956055
	Iteration 68Q: 3 clusters Score -5677906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5677910.000000 Penalty: 5309.956055
	Iteration 69Q: 3 clusters Score -5677910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5677919.000000 Penalty: 5309.956055
	Iteration 70Q: 3 clusters Score -5677919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5677919.500000 Penalty: 5309.956055
	Iteration 71Q: 3 clusters Score -5677920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5677927.000000 Penalty: 5309.956055
	Iteration 72Q: 3 clusters Score -5677927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5677932.000000 Penalty: 5309.956055
	Iteration 73Q: 3 clusters Score -5677932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5677936.500000 Penalty: 5309.956055
	Iteration 74Q: 3 clusters Score -5677936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5677941.000000 Penalty: 5309.956055
	Iteration 75Q: 3 clusters Score -5677941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5677932.500000 Penalty: 5309.956055
	Iteration 76Q: 3 clusters Score -5677932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5677929.500000 Penalty: 5309.956055
	Iteration 77Q: 3 clusters Score -5677930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5677933.000000 Penalty: 5309.956055
	Iteration 78Q: 3 clusters Score -5677933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5677935.000000 Penalty: 5309.956055
	Iteration 79Q: 3 clusters Score -5677935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5677940.500000 Penalty: 5309.956055
	Iteration 80F: 3 clusters Score -5677940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5677941.500000 Penalty: 5309.956055
	Iteration 81Q: 3 clusters Score -5677942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5677941.500000 Penalty: 5309.956055
	Iteration 82F: 3 clusters Score -5677942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Entering Unmasked Estep 
Score: -2996003.750000 Penalty: 2493.716309
	Iteration 0F: 2 clusters Score -2996004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2979908.250000 Penalty: 4987.432617
	Iteration 0F: 3 clusters Score -2979908 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2985832.500000 Penalty: 4987.432617
	Iteration 1F: 3 clusters Score -2985832 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2987144.000000 Penalty: 4987.432617
	Iteration 2F: 3 clusters Score -2987144 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2988884.750000 Penalty: 4987.432617
	Iteration 3F: 3 clusters Score -2988885 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2990760.500000 Penalty: 4987.432617
	Iteration 4F: 3 clusters Score -2990760 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2992480.750000 Penalty: 4987.432617
	Iteration 5F: 3 clusters Score -2992481 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2993756.500000 Penalty: 4987.432617
	Iteration 6F: 3 clusters Score -2993756 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2994573.250000 Penalty: 4987.432617
	Iteration 7Q: 3 clusters Score -2994573 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2995010.750000 Penalty: 4987.432617
	Iteration 8Q: 3 clusters Score -2995011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2995181.000000 Penalty: 4987.432617
	Iteration 9Q: 3 clusters Score -2995181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2995237.500000 Penalty: 4987.432617
	Iteration 10Q: 3 clusters Score -2995238 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2995274.500000 Penalty: 4987.432617
	Iteration 11Q: 3 clusters Score -2995274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2995292.000000 Penalty: 4987.432617
	Iteration 12Q: 3 clusters Score -2995292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2995301.500000 Penalty: 4987.432617
	Iteration 13Q: 3 clusters Score -2995302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2995305.750000 Penalty: 4987.432617
	Iteration 14Q: 3 clusters Score -2995306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2995310.250000 Penalty: 4987.432617
	Iteration 15Q: 3 clusters Score -2995310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2995322.000000 Penalty: 4987.432617
	Iteration 16Q: 3 clusters Score -2995322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2995319.000000 Penalty: 4987.432617
	Iteration 17Q: 3 clusters Score -2995319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2995322.250000 Penalty: 4987.432617
	Iteration 18Q: 3 clusters Score -2995322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2995326.500000 Penalty: 4987.432617
	Iteration 19Q: 3 clusters Score -2995326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2995323.500000 Penalty: 4987.432617
	Iteration 20F: 3 clusters Score -2995324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2995326.500000 Penalty: 4987.432617
	Iteration 21Q: 3 clusters Score -2995326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2995327.000000 Penalty: 4987.432617
	Iteration 22Q: 3 clusters Score -2995327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2995333.250000 Penalty: 4987.432617
	Iteration 23Q: 3 clusters Score -2995333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2995330.750000 Penalty: 4987.432617
	Iteration 24Q: 3 clusters Score -2995331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2995328.750000 Penalty: 4987.432617
	Iteration 25Q: 3 clusters Score -2995329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2995329.250000 Penalty: 4987.432617
	Iteration 26Q: 3 clusters Score -2995329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2995334.500000 Penalty: 4987.432617
	Iteration 27Q: 3 clusters Score -2995334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2995338.000000 Penalty: 4987.432617
	Iteration 28Q: 3 clusters Score -2995338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2995341.250000 Penalty: 4987.432617
	Iteration 29Q: 3 clusters Score -2995341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2995340.000000 Penalty: 4987.432617
	Iteration 30Q: 3 clusters Score -2995340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2995346.250000 Penalty: 4987.432617
	Iteration 31Q: 3 clusters Score -2995346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2995348.250000 Penalty: 4987.432617
	Iteration 32Q: 3 clusters Score -2995348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2995348.750000 Penalty: 4987.432617
	Iteration 33Q: 3 clusters Score -2995349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2995348.750000 Penalty: 4987.432617
	Iteration 34F: 3 clusters Score -2995349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -528430.375000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -528430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -524363.000000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -524363 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -525336.625000 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -525336.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -525602.500000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -525602.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -525847.187500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -525847.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -526047.687500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -526047.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -526259.062500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -526259.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -526459.500000 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -526459.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -526636.750000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -526636.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -526784.312500 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -526784.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -526891.125000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -526891.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -526942.437500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -526942.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -526982.437500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -526982.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -527013.500000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -527013.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -527037.375000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -527037.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -527053.312500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -527053.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -527062.562500 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -527062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -527069.312500 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -527069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -527072.500000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -527072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -527075.750000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -527075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -527079.125000 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -527079.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -527083.437500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -527083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -527084.750000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -527084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -527086.937500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -527086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -527089.312500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -527089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -527091.750000 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -527091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -527092.062500 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -527092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -527093.750000 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -527093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -527097.562500 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -527097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -527099.750000 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -527099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -527100.187500 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -527100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -527102.312500 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -527102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -527102.312500 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -527102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -527104.062500 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -527104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -527104.000000 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -527104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -527104.750000 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -527104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -527106.187500 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -527106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -527107.500000 Penalty: 4152.938965
	Iteration 36Q: 3 clusters Score -527107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -527108.625000 Penalty: 4152.938965
	Iteration 37Q: 3 clusters Score -527108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -527109.312500 Penalty: 4152.938965
	Iteration 38Q: 3 clusters Score -527109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -527111.312500 Penalty: 4152.938965
	Iteration 39Q: 3 clusters Score -527111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -527112.937500 Penalty: 4152.938965
	Iteration 40F: 3 clusters Score -527112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -527118.500000 Penalty: 4152.938965
	Iteration 41Q: 3 clusters Score -527118.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -527121.437500 Penalty: 4152.938965
	Iteration 42Q: 3 clusters Score -527121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -527124.687500 Penalty: 4152.938965
	Iteration 43Q: 3 clusters Score -527124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -527129.750000 Penalty: 4152.938965
	Iteration 44Q: 3 clusters Score -527129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -527131.687500 Penalty: 4152.938965
	Iteration 45Q: 3 clusters Score -527131.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -527136.250000 Penalty: 4152.938965
	Iteration 46Q: 3 clusters Score -527136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -527137.937500 Penalty: 4152.938965
	Iteration 47Q: 3 clusters Score -527137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -527139.000000 Penalty: 4152.938965
	Iteration 48Q: 3 clusters Score -527139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -527140.000000 Penalty: 4152.938965
	Iteration 49Q: 3 clusters Score -527140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -527140.812500 Penalty: 4152.938965
	Iteration 50Q: 3 clusters Score -527140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -527140.687500 Penalty: 4152.938965
	Iteration 51Q: 3 clusters Score -527140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -527140.687500 Penalty: 4152.938965
	Iteration 52F: 3 clusters Score -527140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1703720.375000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1703720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1692797.375000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1692797 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1696493.625000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1696494 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1697122.750000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1697123 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1697686.250000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1697686 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1698160.500000 Penalty: 4772.505371
	Iteration 4F: 3 clusters Score -1698160 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1698599.250000 Penalty: 4772.505371
	Iteration 5F: 3 clusters Score -1698599 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1698992.500000 Penalty: 4772.505371
	Iteration 6Q: 3 clusters Score -1698992 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1699366.875000 Penalty: 4772.505371
	Iteration 7Q: 3 clusters Score -1699367 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1699720.875000 Penalty: 4772.505371
	Iteration 8Q: 3 clusters Score -1699721 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1700062.500000 Penalty: 4772.505371
	Iteration 9Q: 3 clusters Score -1700062 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1700347.875000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1700348 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1700600.625000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1700601 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1700836.375000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1700836 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1701022.625000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1701023 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1701189.250000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1701189 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1701354.875000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1701355 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1701495.750000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1701496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1701626.875000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1701627 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1701771.875000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1701772 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1701922.125000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1701922 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1702110.500000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1702110 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1702326.000000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1702326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1702543.875000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1702544 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1702745.250000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1702745 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1702873.875000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1702874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1702960.750000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1702961 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1703022.125000 Penalty: 4772.505371
	Iteration 26Q: 3 clusters Score -1703022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1703075.250000 Penalty: 4772.505371
	Iteration 27Q: 3 clusters Score -1703075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1703119.125000 Penalty: 4772.505371
	Iteration 28Q: 3 clusters Score -1703119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1703149.000000 Penalty: 4772.505371
	Iteration 29Q: 3 clusters Score -1703149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1703163.250000 Penalty: 4772.505371
	Iteration 30Q: 3 clusters Score -1703163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1703185.750000 Penalty: 4772.505371
	Iteration 31Q: 3 clusters Score -1703186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1703187.375000 Penalty: 4772.505371
	Iteration 32Q: 3 clusters Score -1703187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1703195.750000 Penalty: 4772.505371
	Iteration 33Q: 3 clusters Score -1703196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1703198.625000 Penalty: 4772.505371
	Iteration 34Q: 3 clusters Score -1703199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1703199.625000 Penalty: 4772.505371
	Iteration 35Q: 3 clusters Score -1703200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1703199.750000 Penalty: 4772.505371
	Iteration 36Q: 3 clusters Score -1703200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1703202.000000 Penalty: 4772.505371
	Iteration 37Q: 3 clusters Score -1703202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1703203.625000 Penalty: 4772.505371
	Iteration 38Q: 3 clusters Score -1703204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1703202.875000 Penalty: 4772.505371
	Iteration 39Q: 3 clusters Score -1703203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1703206.250000 Penalty: 4772.505371
	Iteration 40F: 3 clusters Score -1703206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1703203.000000 Penalty: 4772.505371
	Iteration 41Q: 3 clusters Score -1703203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1703200.625000 Penalty: 4772.505371
	Iteration 42Q: 3 clusters Score -1703201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1703202.625000 Penalty: 4772.505371
	Iteration 43Q: 3 clusters Score -1703203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1703205.250000 Penalty: 4772.505371
	Iteration 44Q: 3 clusters Score -1703205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1703206.625000 Penalty: 4772.505371
	Iteration 45Q: 3 clusters Score -1703207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1703208.875000 Penalty: 4772.505371
	Iteration 46Q: 3 clusters Score -1703209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1703213.875000 Penalty: 4772.505371
	Iteration 47Q: 3 clusters Score -1703214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1703211.375000 Penalty: 4772.505371
	Iteration 48Q: 3 clusters Score -1703211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1703215.750000 Penalty: 4772.505371
	Iteration 49Q: 3 clusters Score -1703216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1703214.375000 Penalty: 4772.505371
	Iteration 50Q: 3 clusters Score -1703214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1703215.750000 Penalty: 4772.505371
	Iteration 51Q: 3 clusters Score -1703216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1703215.750000 Penalty: 4772.505371
	Iteration 52F: 3 clusters Score -1703216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Entering Unmasked Estep 
Score: -1979480.750000 Penalty: 2384.554443
	Iteration 0F: 2 clusters Score -1979481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1968639.000000 Penalty: 4769.108887
	Iteration 0F: 3 clusters Score -1968639 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1972013.750000 Penalty: 4769.108887
	Iteration 1F: 3 clusters Score -1972014 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1972337.250000 Penalty: 4769.108887
	Iteration 2F: 3 clusters Score -1972337 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1972586.750000 Penalty: 4769.108887
	Iteration 3Q: 3 clusters Score -1972587 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1972823.875000 Penalty: 4769.108887
	Iteration 4Q: 3 clusters Score -1972824 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1973019.000000 Penalty: 4769.108887
	Iteration 5Q: 3 clusters Score -1973019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1973190.625000 Penalty: 4769.108887
	Iteration 6Q: 3 clusters Score -1973191 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1973352.500000 Penalty: 4769.108887
	Iteration 7Q: 3 clusters Score -1973352 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1973513.000000 Penalty: 4769.108887
	Iteration 8Q: 3 clusters Score -1973513 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1973688.250000 Penalty: 4769.108887
	Iteration 9Q: 3 clusters Score -1973688 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1973880.250000 Penalty: 4769.108887
	Iteration 10Q: 3 clusters Score -1973880 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1974099.375000 Penalty: 4769.108887
	Iteration 11Q: 3 clusters Score -1974099 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1974368.250000 Penalty: 4769.108887
	Iteration 12Q: 3 clusters Score -1974368 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1974697.375000 Penalty: 4769.108887
	Iteration 13Q: 3 clusters Score -1974697 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1975079.000000 Penalty: 4769.108887
	Iteration 14Q: 3 clusters Score -1975079 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1975389.125000 Penalty: 4769.108887
	Iteration 15Q: 3 clusters Score -1975389 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1975581.125000 Penalty: 4769.108887
	Iteration 16Q: 3 clusters Score -1975581 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1975687.750000 Penalty: 4769.108887
	Iteration 17Q: 3 clusters Score -1975688 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1975769.750000 Penalty: 4769.108887
	Iteration 18Q: 3 clusters Score -1975770 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1975816.750000 Penalty: 4769.108887
	Iteration 19Q: 3 clusters Score -1975817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1975849.625000 Penalty: 4769.108887
	Iteration 20F: 3 clusters Score -1975850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1975869.125000 Penalty: 4769.108887
	Iteration 21Q: 3 clusters Score -1975869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1975881.375000 Penalty: 4769.108887
	Iteration 22Q: 3 clusters Score -1975881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1975890.125000 Penalty: 4769.108887
	Iteration 23Q: 3 clusters Score -1975890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1975891.125000 Penalty: 4769.108887
	Iteration 24Q: 3 clusters Score -1975891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1975898.375000 Penalty: 4769.108887
	Iteration 25Q: 3 clusters Score -1975898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1975902.875000 Penalty: 4769.108887
	Iteration 26Q: 3 clusters Score -1975903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1975907.000000 Penalty: 4769.108887
	Iteration 27Q: 3 clusters Score -1975907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1975908.875000 Penalty: 4769.108887
	Iteration 28Q: 3 clusters Score -1975909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1975909.375000 Penalty: 4769.108887
	Iteration 29Q: 3 clusters Score -1975909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1975915.250000 Penalty: 4769.108887
	Iteration 30Q: 3 clusters Score -1975915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1975923.250000 Penalty: 4769.108887
	Iteration 31Q: 3 clusters Score -1975923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1975922.250000 Penalty: 4769.108887
	Iteration 32Q: 3 clusters Score -1975922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1975919.500000 Penalty: 4769.108887
	Iteration 33Q: 3 clusters Score -1975920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1975924.875000 Penalty: 4769.108887
	Iteration 34Q: 3 clusters Score -1975925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1975925.875000 Penalty: 4769.108887
	Iteration 35Q: 3 clusters Score -1975926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1975936.125000 Penalty: 4769.108887
	Iteration 36Q: 3 clusters Score -1975936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1975943.375000 Penalty: 4769.108887
	Iteration 37Q: 3 clusters Score -1975943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1975946.500000 Penalty: 4769.108887
	Iteration 38Q: 3 clusters Score -1975946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1975946.750000 Penalty: 4769.108887
	Iteration 39Q: 3 clusters Score -1975947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1975949.250000 Penalty: 4769.108887
	Iteration 40F: 3 clusters Score -1975949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1975956.000000 Penalty: 4769.108887
	Iteration 41Q: 3 clusters Score -1975956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1975960.750000 Penalty: 4769.108887
	Iteration 42Q: 3 clusters Score -1975961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1975966.125000 Penalty: 4769.108887
	Iteration 43Q: 3 clusters Score -1975966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1975970.000000 Penalty: 4769.108887
	Iteration 44Q: 3 clusters Score -1975970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1975976.250000 Penalty: 4769.108887
	Iteration 45Q: 3 clusters Score -1975976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1975980.125000 Penalty: 4769.108887
	Iteration 46Q: 3 clusters Score -1975980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1975980.375000 Penalty: 4769.108887
	Iteration 47Q: 3 clusters Score -1975980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1975984.250000 Penalty: 4769.108887
	Iteration 48Q: 3 clusters Score -1975984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1975986.625000 Penalty: 4769.108887
	Iteration 49Q: 3 clusters Score -1975987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1975983.500000 Penalty: 4769.108887
	Iteration 50Q: 3 clusters Score -1975984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1975987.125000 Penalty: 4769.108887
	Iteration 51Q: 3 clusters Score -1975987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1975994.625000 Penalty: 4769.108887
	Iteration 52Q: 3 clusters Score -1975995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1975993.375000 Penalty: 4769.108887
	Iteration 53Q: 3 clusters Score -1975993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1976001.500000 Penalty: 4769.108887
	Iteration 54Q: 3 clusters Score -1976002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1976000.875000 Penalty: 4769.108887
	Iteration 55Q: 3 clusters Score -1976001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1976002.000000 Penalty: 4769.108887
	Iteration 56Q: 3 clusters Score -1976002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1976002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1976004.125000 Penalty: 4769.108887
	Iteration 58Q: 3 clusters Score -1976004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1976000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1976002.625000 Penalty: 4769.108887
	Iteration 60F: 3 clusters Score -1976003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1976005.625000 Penalty: 4769.108887
	Iteration 61Q: 3 clusters Score -1976006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1976007.875000 Penalty: 4769.108887
	Iteration 62Q: 3 clusters Score -1976008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1976008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1976006.375000 Penalty: 4769.108887
	Iteration 64Q: 3 clusters Score -1976006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1976008.250000 Penalty: 4769.108887
	Iteration 65Q: 3 clusters Score -1976008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1976006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1976010.375000 Penalty: 4769.108887
	Iteration 67Q: 3 clusters Score -1976010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1976015.000000 Penalty: 4769.108887
	Iteration 68Q: 3 clusters Score -1976015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1976017.375000 Penalty: 4769.108887
	Iteration 69Q: 3 clusters Score -1976017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1976022.000000 Penalty: 4769.108887
	Iteration 70Q: 3 clusters Score -1976022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1976024.625000 Penalty: 4769.108887
	Iteration 71Q: 3 clusters Score -1976025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1976027.875000 Penalty: 4769.108887
	Iteration 72Q: 3 clusters Score -1976028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1976029.625000 Penalty: 4769.108887
	Iteration 73Q: 3 clusters Score -1976030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1976033.875000 Penalty: 4769.108887
	Iteration 74Q: 3 clusters Score -1976034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1976039.250000 Penalty: 4769.108887
	Iteration 75Q: 3 clusters Score -1976039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1976043.875000 Penalty: 4769.108887
	Iteration 76Q: 3 clusters Score -1976044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1976047.625000 Penalty: 4769.108887
	Iteration 77Q: 3 clusters Score -1976048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1976047.875000 Penalty: 4769.108887
	Iteration 78Q: 3 clusters Score -1976048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1976046.750000 Penalty: 4769.108887
	Iteration 79Q: 3 clusters Score -1976047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1976049.750000 Penalty: 4769.108887
	Iteration 80F: 3 clusters Score -1976050 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1976053.500000 Penalty: 4769.108887
	Iteration 81Q: 3 clusters Score -1976054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1976053.000000 Penalty: 4769.108887
	Iteration 82Q: 3 clusters Score -1976053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1976051.750000 Penalty: 4769.108887
	Iteration 83Q: 3 clusters Score -1976052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1976052.750000 Penalty: 4769.108887
	Iteration 84Q: 3 clusters Score -1976053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1976055.375000 Penalty: 4769.108887
	Iteration 85Q: 3 clusters Score -1976055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1976055.000000 Penalty: 4769.108887
	Iteration 86Q: 3 clusters Score -1976055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1976054.750000 Penalty: 4769.108887
	Iteration 87Q: 3 clusters Score -1976055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1976051.500000 Penalty: 4769.108887
	Iteration 88Q: 3 clusters Score -1976052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1976058.875000 Penalty: 4769.108887
	Iteration 89Q: 3 clusters Score -1976059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1976063.875000 Penalty: 4769.108887
	Iteration 90Q: 3 clusters Score -1976064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1976067.250000 Penalty: 4769.108887
	Iteration 91Q: 3 clusters Score -1976067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1976067.000000 Penalty: 4769.108887
	Iteration 92Q: 3 clusters Score -1976067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1976065.625000 Penalty: 4769.108887
	Iteration 93Q: 3 clusters Score -1976066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1976070.625000 Penalty: 4769.108887
	Iteration 94Q: 3 clusters Score -1976071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1976076.000000 Penalty: 4769.108887
	Iteration 95Q: 3 clusters Score -1976076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1976072.625000 Penalty: 4769.108887
	Iteration 96Q: 3 clusters Score -1976073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1976071.875000 Penalty: 4769.108887
	Iteration 97Q: 3 clusters Score -1976072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1976073.250000 Penalty: 4769.108887
	Iteration 98Q: 3 clusters Score -1976073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1976075.500000 Penalty: 4769.108887
	Iteration 99Q: 3 clusters Score -1976076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1976075.000000 Penalty: 4769.108887
	Iteration 100F: 3 clusters Score -1976075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1976076.625000 Penalty: 4769.108887
	Iteration 101Q: 3 clusters Score -1976077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1976074.125000 Penalty: 4769.108887
	Iteration 102Q: 3 clusters Score -1976074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1976072.500000 Penalty: 4769.108887
	Iteration 103Q: 3 clusters Score -1976072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1976077.750000 Penalty: 4769.108887
	Iteration 104Q: 3 clusters Score -1976078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1976076.000000 Penalty: 4769.108887
	Iteration 105Q: 3 clusters Score -1976076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1976079.875000 Penalty: 4769.108887
	Iteration 106Q: 3 clusters Score -1976080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1976083.000000 Penalty: 4769.108887
	Iteration 107Q: 3 clusters Score -1976083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1976082.250000 Penalty: 4769.108887
	Iteration 108Q: 3 clusters Score -1976082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1976090.375000 Penalty: 4769.108887
	Iteration 109Q: 3 clusters Score -1976090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1976087.750000 Penalty: 4769.108887
	Iteration 110Q: 3 clusters Score -1976088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1976086.500000 Penalty: 4769.108887
	Iteration 111Q: 3 clusters Score -1976086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1976091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1976087.500000 Penalty: 4769.108887
	Iteration 113Q: 3 clusters Score -1976088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1976091.125000 Penalty: 4769.108887
	Iteration 114Q: 3 clusters Score -1976091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1976093.625000 Penalty: 4769.108887
	Iteration 115Q: 3 clusters Score -1976094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1976092.250000 Penalty: 4769.108887
	Iteration 116Q: 3 clusters Score -1976092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1976090.375000 Penalty: 4769.108887
	Iteration 117Q: 3 clusters Score -1976090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1976093.250000 Penalty: 4769.108887
	Iteration 118Q: 3 clusters Score -1976093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1976098.125000 Penalty: 4769.108887
	Iteration 119Q: 3 clusters Score -1976098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1976100.000000 Penalty: 4769.108887
	Iteration 120F: 3 clusters Score -1976100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1976103.250000 Penalty: 4769.108887
	Iteration 121Q: 3 clusters Score -1976103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1976104.500000 Penalty: 4769.108887
	Iteration 122Q: 3 clusters Score -1976104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1976102.625000 Penalty: 4769.108887
	Iteration 123Q: 3 clusters Score -1976103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1976103.000000 Penalty: 4769.108887
	Iteration 124Q: 3 clusters Score -1976103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1976106.125000 Penalty: 4769.108887
	Iteration 125Q: 3 clusters Score -1976106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1976104 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1976108 nChanged 10
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Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1976109 nChanged 5
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Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9480 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1976108 nChanged 16
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Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9509 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1976117.000000 Penalty: 4769.108887
	Iteration 140F: 3 clusters Score -1976117 nChanged 18
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Mstep: Class 1 contains 9539 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1976120 nChanged 13
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Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9730 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1976145 nChanged 4
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Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9771 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9775 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9780 members 
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Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1976152 nChanged 11
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1976159.000000 Penalty: 4769.108887
	Iteration 170Q: 3 clusters Score -1976159 nChanged 4
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1976157 nChanged 5
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Mstep: Class 1 contains 9818 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1976160 nChanged 5
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9832 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1976158 nChanged 7
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Mstep: Class 1 contains 9839 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1976161 nChanged 4
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Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9852 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1976164 nChanged 10
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Mstep: Class 1 contains 9862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1976165 nChanged 8
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Mstep: Class 1 contains 9880 members 
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Mstep: Class 1 contains 9891 members 
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	Iteration 182Q: 3 clusters Score -1976169 nChanged 7
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Mstep: Class 1 contains 9898 members 
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Mstep: Class 1 contains 9905 members 
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Mstep: Class 1 contains 9913 members 
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Mstep: Class 1 contains 9923 members 
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Mstep: Class 1 contains 9931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9939 members 
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Mstep: Class 1 contains 9950 members 
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Mstep: Class 1 contains 9963 members 
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	Iteration 190Q: 3 clusters Score -1976172 nChanged 12
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Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1976177.000000 Penalty: 4769.108887
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Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9995 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1976174 nChanged 9
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1976177 nChanged 9
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Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1976178 nChanged 11
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1976179 nChanged 12
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10040 members 
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	Iteration 198Q: 3 clusters Score -1976182 nChanged 5
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Mstep: Class 1 contains 10045 members 
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Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1976181 nChanged 10
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Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4924 members 
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Score: -1976184.625000 Penalty: 4769.108887
	Iteration 201Q: 3 clusters Score -1976185 nChanged 11
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Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4913 members 
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Mstep: Class 1 contains 10090 members 
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Score: -1976190.250000 Penalty: 4769.108887
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Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4888 members 
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Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4835 members 
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	Iteration 207Q: 3 clusters Score -1976192 nChanged 28
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Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4807 members 
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Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4780 members 
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	Iteration 209Q: 3 clusters Score -1976197 nChanged 26
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Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4756 members 
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	Iteration 210Q: 3 clusters Score -1976196 nChanged 24
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Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4734 members 
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Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4705 members 
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	Iteration 212Q: 3 clusters Score -1976213 nChanged 33
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Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4674 members 
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Score: -1976224.625000 Penalty: 4769.108887
	Iteration 213Q: 3 clusters Score -1976225 nChanged 32
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4642 members 
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	Iteration 214Q: 3 clusters Score -1976219 nChanged 37
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Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1976226 nChanged 31
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Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4576 members 
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Score: -1976235.250000 Penalty: 4769.108887
	Iteration 216Q: 3 clusters Score -1976235 nChanged 38
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Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1976241 nChanged 38
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Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4504 members 
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	Iteration 218Q: 3 clusters Score -1976245 nChanged 33
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Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4471 members 
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	Iteration 219Q: 3 clusters Score -1976246 nChanged 25
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1976249.000000 Penalty: 4769.108887
	Iteration 220F: 3 clusters Score -1976249 nChanged 29
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Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1976256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1976260.375000 Penalty: 4769.108887
	Iteration 222Q: 3 clusters Score -1976260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1976266.875000 Penalty: 4769.108887
	Iteration 223Q: 3 clusters Score -1976267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1976273.625000 Penalty: 4769.108887
	Iteration 224Q: 3 clusters Score -1976274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1976276.750000 Penalty: 4769.108887
	Iteration 225Q: 3 clusters Score -1976277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1976289.875000 Penalty: 4769.108887
	Iteration 226Q: 3 clusters Score -1976290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1976290.250000 Penalty: 4769.108887
	Iteration 227Q: 3 clusters Score -1976290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1976295.875000 Penalty: 4769.108887
	Iteration 228Q: 3 clusters Score -1976296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1976299.500000 Penalty: 4769.108887
	Iteration 229Q: 3 clusters Score -1976300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1976306.750000 Penalty: 4769.108887
	Iteration 230Q: 3 clusters Score -1976307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1976314.500000 Penalty: 4769.108887
	Iteration 231Q: 3 clusters Score -1976314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1976329.500000 Penalty: 4769.108887
	Iteration 232Q: 3 clusters Score -1976330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1976326.500000 Penalty: 4769.108887
	Iteration 233Q: 3 clusters Score -1976326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1976334.750000 Penalty: 4769.108887
	Iteration 234Q: 3 clusters Score -1976335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1976337.750000 Penalty: 4769.108887
	Iteration 235Q: 3 clusters Score -1976338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1976340.375000 Penalty: 4769.108887
	Iteration 236Q: 3 clusters Score -1976340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1976352.500000 Penalty: 4769.108887
	Iteration 237Q: 3 clusters Score -1976352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1976362.500000 Penalty: 4769.108887
	Iteration 238Q: 3 clusters Score -1976362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1976370.750000 Penalty: 4769.108887
	Iteration 239Q: 3 clusters Score -1976371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1976384.250000 Penalty: 4769.108887
	Iteration 240F: 3 clusters Score -1976384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1976388.000000 Penalty: 4769.108887
	Iteration 241Q: 3 clusters Score -1976388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1976402.000000 Penalty: 4769.108887
	Iteration 242Q: 3 clusters Score -1976402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1976412.750000 Penalty: 4769.108887
	Iteration 243Q: 3 clusters Score -1976413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1976430.000000 Penalty: 4769.108887
	Iteration 244Q: 3 clusters Score -1976430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1976448.750000 Penalty: 4769.108887
	Iteration 245Q: 3 clusters Score -1976449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1976465.875000 Penalty: 4769.108887
	Iteration 246Q: 3 clusters Score -1976466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1976490.125000 Penalty: 4769.108887
	Iteration 247Q: 3 clusters Score -1976490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1976512.875000 Penalty: 4769.108887
	Iteration 248Q: 3 clusters Score -1976513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1976524.500000 Penalty: 4769.108887
	Iteration 249Q: 3 clusters Score -1976524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1976540.250000 Penalty: 4769.108887
	Iteration 250Q: 3 clusters Score -1976540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1976555.125000 Penalty: 4769.108887
	Iteration 251Q: 3 clusters Score -1976555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1976578.625000 Penalty: 4769.108887
	Iteration 252Q: 3 clusters Score -1976579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1976594.250000 Penalty: 4769.108887
	Iteration 253Q: 3 clusters Score -1976594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1976616.875000 Penalty: 4769.108887
	Iteration 254Q: 3 clusters Score -1976617 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1976637.875000 Penalty: 4769.108887
	Iteration 255Q: 3 clusters Score -1976638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1976658.875000 Penalty: 4769.108887
	Iteration 256Q: 3 clusters Score -1976659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1976673.125000 Penalty: 4769.108887
	Iteration 257Q: 3 clusters Score -1976673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1976694.000000 Penalty: 4769.108887
	Iteration 258Q: 3 clusters Score -1976694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1976715.125000 Penalty: 4769.108887
	Iteration 259Q: 3 clusters Score -1976715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1976737.375000 Penalty: 4769.108887
	Iteration 260F: 3 clusters Score -1976737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1976766.500000 Penalty: 4769.108887
	Iteration 261Q: 3 clusters Score -1976766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1976792.125000 Penalty: 4769.108887
	Iteration 262Q: 3 clusters Score -1976792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1976814.500000 Penalty: 4769.108887
	Iteration 263Q: 3 clusters Score -1976814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1976841.375000 Penalty: 4769.108887
	Iteration 264Q: 3 clusters Score -1976841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1976864.500000 Penalty: 4769.108887
	Iteration 265Q: 3 clusters Score -1976864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1976899.375000 Penalty: 4769.108887
	Iteration 266Q: 3 clusters Score -1976899 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1976930.125000 Penalty: 4769.108887
	Iteration 267Q: 3 clusters Score -1976930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1976960.500000 Penalty: 4769.108887
	Iteration 268Q: 3 clusters Score -1976960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1977001.375000 Penalty: 4769.108887
	Iteration 269Q: 3 clusters Score -1977001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1977040.125000 Penalty: 4769.108887
	Iteration 270Q: 3 clusters Score -1977040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1977066.125000 Penalty: 4769.108887
	Iteration 271Q: 3 clusters Score -1977066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1977102.875000 Penalty: 4769.108887
	Iteration 272Q: 3 clusters Score -1977103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1977124.750000 Penalty: 4769.108887
	Iteration 273Q: 3 clusters Score -1977125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1977136.250000 Penalty: 4769.108887
	Iteration 274Q: 3 clusters Score -1977136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1977150.750000 Penalty: 4769.108887
	Iteration 275Q: 3 clusters Score -1977151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1977165.500000 Penalty: 4769.108887
	Iteration 276Q: 3 clusters Score -1977166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1977177.875000 Penalty: 4769.108887
	Iteration 277Q: 3 clusters Score -1977178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1977192.125000 Penalty: 4769.108887
	Iteration 278Q: 3 clusters Score -1977192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1977204.625000 Penalty: 4769.108887
	Iteration 279Q: 3 clusters Score -1977205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1977215.750000 Penalty: 4769.108887
	Iteration 280F: 3 clusters Score -1977216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1977227.875000 Penalty: 4769.108887
	Iteration 281Q: 3 clusters Score -1977228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1977239.000000 Penalty: 4769.108887
	Iteration 282Q: 3 clusters Score -1977239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1977253.750000 Penalty: 4769.108887
	Iteration 283Q: 3 clusters Score -1977254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1977259.875000 Penalty: 4769.108887
	Iteration 284Q: 3 clusters Score -1977260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1977268.375000 Penalty: 4769.108887
	Iteration 285Q: 3 clusters Score -1977268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1977274.250000 Penalty: 4769.108887
	Iteration 286Q: 3 clusters Score -1977274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1977281.625000 Penalty: 4769.108887
	Iteration 287Q: 3 clusters Score -1977282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1977288.750000 Penalty: 4769.108887
	Iteration 288Q: 3 clusters Score -1977289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1977292.500000 Penalty: 4769.108887
	Iteration 289Q: 3 clusters Score -1977292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1977298.750000 Penalty: 4769.108887
	Iteration 290Q: 3 clusters Score -1977299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1977305.375000 Penalty: 4769.108887
	Iteration 291Q: 3 clusters Score -1977305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1977314.375000 Penalty: 4769.108887
	Iteration 292Q: 3 clusters Score -1977314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1977321.250000 Penalty: 4769.108887
	Iteration 293Q: 3 clusters Score -1977321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1977326.625000 Penalty: 4769.108887
	Iteration 294Q: 3 clusters Score -1977327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1977328.500000 Penalty: 4769.108887
	Iteration 295Q: 3 clusters Score -1977328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1977337.750000 Penalty: 4769.108887
	Iteration 296Q: 3 clusters Score -1977338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1977337.750000 Penalty: 4769.108887
	Iteration 297Q: 3 clusters Score -1977338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1977339.750000 Penalty: 4769.108887
	Iteration 298Q: 3 clusters Score -1977340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1977345.500000 Penalty: 4769.108887
	Iteration 299Q: 3 clusters Score -1977346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1977345.875000 Penalty: 4769.108887
	Iteration 300F: 3 clusters Score -1977346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1977349.875000 Penalty: 4769.108887
	Iteration 301Q: 3 clusters Score -1977350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1977348.000000 Penalty: 4769.108887
	Iteration 302Q: 3 clusters Score -1977348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1977351.750000 Penalty: 4769.108887
	Iteration 303Q: 3 clusters Score -1977352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1977350.250000 Penalty: 4769.108887
	Iteration 304Q: 3 clusters Score -1977350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1977350.000000 Penalty: 4769.108887
	Iteration 305Q: 3 clusters Score -1977350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1977350.000000 Penalty: 4769.108887
	Iteration 306F: 3 clusters Score -1977350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -437924.125000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -437924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -434354.093750 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -434354.1 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -435080.718750 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -435080.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435242.437500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -435242.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435327.312500 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -435327.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435392.093750 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -435392.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435435.375000 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -435435.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -435466.718750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -435466.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435493.656250 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -435493.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435512.531250 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -435512.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435531.562500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -435531.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -435543.062500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -435543.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -435552.187500 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -435552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435563.000000 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -435563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435575.031250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -435575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435582.437500 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -435582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -435590.750000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -435590.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -435600.218750 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -435600.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -435606.156250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -435606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -435614.875000 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -435614.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -435620.468750 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -435620.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -435628.687500 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -435628.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -435633.937500 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -435633.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435640.125000 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -435640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -435645.656250 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -435645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -435650.093750 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -435650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -435652.125000 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -435652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -435656.843750 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -435656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -435662.656250 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -435662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -435672.187500 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -435672.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -435681.781250 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -435681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -435687.687500 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -435687.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -435694.625000 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -435694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -435697.125000 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -435697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -435701.093750 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -435701.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -435704.937500 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -435704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -435712.468750 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -435712.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -435718.062500 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -435718.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -435725.812500 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -435725.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -435734.093750 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -435734.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -435744.093750 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -435744.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -435755.343750 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -435755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -435768.093750 Penalty: 4041.629150
	Iteration 41Q: 3 clusters Score -435768.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -435781.937500 Penalty: 4041.629150
	Iteration 42Q: 3 clusters Score -435781.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435790.937500 Penalty: 4041.629150
	Iteration 43Q: 3 clusters Score -435790.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -435800.593750 Penalty: 4041.629150
	Iteration 44Q: 3 clusters Score -435800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -435809.968750 Penalty: 4041.629150
	Iteration 45Q: 3 clusters Score -435810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -435816.906250 Penalty: 4041.629150
	Iteration 46Q: 3 clusters Score -435816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -435823.812500 Penalty: 4041.629150
	Iteration 47Q: 3 clusters Score -435823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -435830.750000 Penalty: 4041.629150
	Iteration 48Q: 3 clusters Score -435830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -435837.562500 Penalty: 4041.629150
	Iteration 49Q: 3 clusters Score -435837.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435844.312500 Penalty: 4041.629150
	Iteration 50Q: 3 clusters Score -435844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -435849.375000 Penalty: 4041.629150
	Iteration 51Q: 3 clusters Score -435849.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -435857.468750 Penalty: 4041.629150
	Iteration 52Q: 3 clusters Score -435857.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -435865.562500 Penalty: 4041.629150
	Iteration 53Q: 3 clusters Score -435865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -435874.062500 Penalty: 4041.629150
	Iteration 54Q: 3 clusters Score -435874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -435880.875000 Penalty: 4041.629150
	Iteration 55Q: 3 clusters Score -435880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435885.125000 Penalty: 4041.629150
	Iteration 56Q: 3 clusters Score -435885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -435890.375000 Penalty: 4041.629150
	Iteration 57Q: 3 clusters Score -435890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -435894.343750 Penalty: 4041.629150
	Iteration 58Q: 3 clusters Score -435894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435896.593750 Penalty: 4041.629150
	Iteration 59Q: 3 clusters Score -435896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435901.156250 Penalty: 4041.629150
	Iteration 60F: 3 clusters Score -435901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -435906.093750 Penalty: 4041.629150
	Iteration 61Q: 3 clusters Score -435906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -435912.000000 Penalty: 4041.629150
	Iteration 62Q: 3 clusters Score -435912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -435918.718750 Penalty: 4041.629150
	Iteration 63Q: 3 clusters Score -435918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435926.062500 Penalty: 4041.629150
	Iteration 64Q: 3 clusters Score -435926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -435934.906250 Penalty: 4041.629150
	Iteration 65Q: 3 clusters Score -435934.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435941.343750 Penalty: 4041.629150
	Iteration 66Q: 3 clusters Score -435941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -435944.593750 Penalty: 4041.629150
	Iteration 67Q: 3 clusters Score -435944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -435948.468750 Penalty: 4041.629150
	Iteration 68Q: 3 clusters Score -435948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -435952.093750 Penalty: 4041.629150
	Iteration 69Q: 3 clusters Score -435952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -435954.062500 Penalty: 4041.629150
	Iteration 70Q: 3 clusters Score -435954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -435956.062500 Penalty: 4041.629150
	Iteration 71Q: 3 clusters Score -435956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -435958.281250 Penalty: 4041.629150
	Iteration 72Q: 3 clusters Score -435958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -435961.843750 Penalty: 4041.629150
	Iteration 73Q: 3 clusters Score -435961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -435964.000000 Penalty: 4041.629150
	Iteration 74Q: 3 clusters Score -435964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -435967.156250 Penalty: 4041.629150
	Iteration 75Q: 3 clusters Score -435967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -435970.781250 Penalty: 4041.629150
	Iteration 76Q: 3 clusters Score -435970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -435974.875000 Penalty: 4041.629150
	Iteration 77Q: 3 clusters Score -435974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -435976.343750 Penalty: 4041.629150
	Iteration 78Q: 3 clusters Score -435976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -435977.750000 Penalty: 4041.629150
	Iteration 79Q: 3 clusters Score -435977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -435979.250000 Penalty: 4041.629150
	Iteration 80F: 3 clusters Score -435979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -435979.843750 Penalty: 4041.629150
	Iteration 81Q: 3 clusters Score -435979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -435980.968750 Penalty: 4041.629150
	Iteration 82Q: 3 clusters Score -435981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435982.031250 Penalty: 4041.629150
	Iteration 83Q: 3 clusters Score -435982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -435981.500000 Penalty: 4041.629150
	Iteration 84Q: 3 clusters Score -435981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435981.687500 Penalty: 4041.629150
	Iteration 85Q: 3 clusters Score -435981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435982.375000 Penalty: 4041.629150
	Iteration 86Q: 3 clusters Score -435982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435982.375000 Penalty: 4041.629150
	Iteration 87F: 3 clusters Score -435982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -258111.515625 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -258111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -255388.640625 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -255388.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -255862.078125 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -255862.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -256001.312500 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -256001.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256075.093750 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -256075.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256127.531250 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -256127.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256156.796875 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -256156.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -256184.703125 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -256184.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256213.046875 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -256213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256228.671875 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -256228.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256241.406250 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -256241.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256253.703125 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -256253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -256261.171875 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -256261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -256264.546875 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -256264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256269.859375 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -256269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256273.312500 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -256273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -256276.406250 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -256276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -256282.984375 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -256283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -256288.093750 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -256288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -256294.390625 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -256294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256301.625000 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -256301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -256306.984375 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -256307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -256311.765625 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -256311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256314.140625 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -256314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -256314.968750 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -256315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -256314.968750 Penalty: 3798.012207
	Iteration 24F: 3 clusters Score -256315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Entering Unmasked Estep 
Score: -980785.562500 Penalty: 2257.151611
	Iteration 0F: 2 clusters Score -980785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -973811.750000 Penalty: 4514.303223
	Iteration 0F: 3 clusters Score -973811.8 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -976528.875000 Penalty: 4514.303223
	Iteration 1F: 3 clusters Score -976528.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -977470.250000 Penalty: 4514.303223
	Iteration 2F: 3 clusters Score -977470.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -978196.187500 Penalty: 4514.303223
	Iteration 3F: 3 clusters Score -978196.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -978634.812500 Penalty: 4514.303223
	Iteration 4F: 3 clusters Score -978634.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -978906.812500 Penalty: 4514.303223
	Iteration 5Q: 3 clusters Score -978906.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -979091.687500 Penalty: 4514.303223
	Iteration 6Q: 3 clusters Score -979091.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -979231.500000 Penalty: 4514.303223
	Iteration 7Q: 3 clusters Score -979231.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -979337.687500 Penalty: 4514.303223
	Iteration 8Q: 3 clusters Score -979337.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -979394.375000 Penalty: 4514.303223
	Iteration 9Q: 3 clusters Score -979394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -979430.562500 Penalty: 4514.303223
	Iteration 10Q: 3 clusters Score -979430.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -979460.250000 Penalty: 4514.303223
	Iteration 11Q: 3 clusters Score -979460.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -979482.625000 Penalty: 4514.303223
	Iteration 12Q: 3 clusters Score -979482.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -979497.312500 Penalty: 4514.303223
	Iteration 13Q: 3 clusters Score -979497.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -979509.437500 Penalty: 4514.303223
	Iteration 14Q: 3 clusters Score -979509.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -979518.625000 Penalty: 4514.303223
	Iteration 15Q: 3 clusters Score -979518.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -979525.625000 Penalty: 4514.303223
	Iteration 16Q: 3 clusters Score -979525.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -979528.875000 Penalty: 4514.303223
	Iteration 17Q: 3 clusters Score -979528.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -979533.375000 Penalty: 4514.303223
	Iteration 18Q: 3 clusters Score -979533.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -979540.187500 Penalty: 4514.303223
	Iteration 19Q: 3 clusters Score -979540.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -979543.000000 Penalty: 4514.303223
	Iteration 20F: 3 clusters Score -979543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -979545.375000 Penalty: 4514.303223
	Iteration 21Q: 3 clusters Score -979545.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -979552.187500 Penalty: 4514.303223
	Iteration 22Q: 3 clusters Score -979552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -979556.750000 Penalty: 4514.303223
	Iteration 23Q: 3 clusters Score -979556.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -979565.562500 Penalty: 4514.303223
	Iteration 24Q: 3 clusters Score -979565.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -979572.812500 Penalty: 4514.303223
	Iteration 25Q: 3 clusters Score -979572.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -979586.687500 Penalty: 4514.303223
	Iteration 26Q: 3 clusters Score -979586.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -979593.375000 Penalty: 4514.303223
	Iteration 27Q: 3 clusters Score -979593.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -979604.437500 Penalty: 4514.303223
	Iteration 28Q: 3 clusters Score -979604.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -979611.625000 Penalty: 4514.303223
	Iteration 29Q: 3 clusters Score -979611.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -979616.125000 Penalty: 4514.303223
	Iteration 30Q: 3 clusters Score -979616.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -979624.250000 Penalty: 4514.303223
	Iteration 31Q: 3 clusters Score -979624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -979627.125000 Penalty: 4514.303223
	Iteration 32Q: 3 clusters Score -979627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -979632.250000 Penalty: 4514.303223
	Iteration 33Q: 3 clusters Score -979632.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -979641.062500 Penalty: 4514.303223
	Iteration 34Q: 3 clusters Score -979641.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -979645.312500 Penalty: 4514.303223
	Iteration 35Q: 3 clusters Score -979645.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -979654.375000 Penalty: 4514.303223
	Iteration 36Q: 3 clusters Score -979654.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -979658.437500 Penalty: 4514.303223
	Iteration 37Q: 3 clusters Score -979658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -979664.500000 Penalty: 4514.303223
	Iteration 38Q: 3 clusters Score -979664.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -979669.625000 Penalty: 4514.303223
	Iteration 39Q: 3 clusters Score -979669.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -979676.375000 Penalty: 4514.303223
	Iteration 40F: 3 clusters Score -979676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -979685.375000 Penalty: 4514.303223
	Iteration 41Q: 3 clusters Score -979685.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -979700.000000 Penalty: 4514.303223
	Iteration 42Q: 3 clusters Score -979700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -979718.562500 Penalty: 4514.303223
	Iteration 43Q: 3 clusters Score -979718.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -979730.062500 Penalty: 4514.303223
	Iteration 44Q: 3 clusters Score -979730.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -979745.312500 Penalty: 4514.303223
	Iteration 45Q: 3 clusters Score -979745.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -979754.875000 Penalty: 4514.303223
	Iteration 46Q: 3 clusters Score -979754.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -979766.562500 Penalty: 4514.303223
	Iteration 47Q: 3 clusters Score -979766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -979777.812500 Penalty: 4514.303223
	Iteration 48Q: 3 clusters Score -979777.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -979783.875000 Penalty: 4514.303223
	Iteration 49Q: 3 clusters Score -979783.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -979791.000000 Penalty: 4514.303223
	Iteration 50Q: 3 clusters Score -979791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -979797.312500 Penalty: 4514.303223
	Iteration 51Q: 3 clusters Score -979797.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -979803.250000 Penalty: 4514.303223
	Iteration 52Q: 3 clusters Score -979803.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -979809.687500 Penalty: 4514.303223
	Iteration 53Q: 3 clusters Score -979809.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -979817.250000 Penalty: 4514.303223
	Iteration 54Q: 3 clusters Score -979817.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -979822.562500 Penalty: 4514.303223
	Iteration 55Q: 3 clusters Score -979822.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -979828.937500 Penalty: 4514.303223
	Iteration 56Q: 3 clusters Score -979828.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -979833.562500 Penalty: 4514.303223
	Iteration 57Q: 3 clusters Score -979833.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -979837.125000 Penalty: 4514.303223
	Iteration 58Q: 3 clusters Score -979837.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -979838.625000 Penalty: 4514.303223
	Iteration 59Q: 3 clusters Score -979838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -979842.125000 Penalty: 4514.303223
	Iteration 60F: 3 clusters Score -979842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -979844.687500 Penalty: 4514.303223
	Iteration 61Q: 3 clusters Score -979844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -979847.562500 Penalty: 4514.303223
	Iteration 62Q: 3 clusters Score -979847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -979845.812500 Penalty: 4514.303223
	Iteration 63Q: 3 clusters Score -979845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -979850.375000 Penalty: 4514.303223
	Iteration 64Q: 3 clusters Score -979850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -979851.187500 Penalty: 4514.303223
	Iteration 65Q: 3 clusters Score -979851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -979857.000000 Penalty: 4514.303223
	Iteration 66Q: 3 clusters Score -979857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -979856.375000 Penalty: 4514.303223
	Iteration 67Q: 3 clusters Score -979856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -979857.375000 Penalty: 4514.303223
	Iteration 68Q: 3 clusters Score -979857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -979863.250000 Penalty: 4514.303223
	Iteration 69Q: 3 clusters Score -979863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -979867.437500 Penalty: 4514.303223
	Iteration 70Q: 3 clusters Score -979867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -979867.250000 Penalty: 4514.303223
	Iteration 71Q: 3 clusters Score -979867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -979868.062500 Penalty: 4514.303223
	Iteration 72Q: 3 clusters Score -979868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -979869.250000 Penalty: 4514.303223
	Iteration 73Q: 3 clusters Score -979869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -979870.500000 Penalty: 4514.303223
	Iteration 74Q: 3 clusters Score -979870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -979870.062500 Penalty: 4514.303223
	Iteration 75Q: 3 clusters Score -979870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -979874.187500 Penalty: 4514.303223
	Iteration 76Q: 3 clusters Score -979874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -979876.687500 Penalty: 4514.303223
	Iteration 77Q: 3 clusters Score -979876.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -979880.562500 Penalty: 4514.303223
	Iteration 78Q: 3 clusters Score -979880.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -979886.000000 Penalty: 4514.303223
	Iteration 79Q: 3 clusters Score -979886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -979889.187500 Penalty: 4514.303223
	Iteration 80F: 3 clusters Score -979889.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -979894.437500 Penalty: 4514.303223
	Iteration 81Q: 3 clusters Score -979894.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -979896.625000 Penalty: 4514.303223
	Iteration 82Q: 3 clusters Score -979896.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -979900.062500 Penalty: 4514.303223
	Iteration 83Q: 3 clusters Score -979900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -979910.375000 Penalty: 4514.303223
	Iteration 84Q: 3 clusters Score -979910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -979914.125000 Penalty: 4514.303223
	Iteration 85Q: 3 clusters Score -979914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -979922.312500 Penalty: 4514.303223
	Iteration 86Q: 3 clusters Score -979922.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -979933.250000 Penalty: 4514.303223
	Iteration 87Q: 3 clusters Score -979933.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -979944.000000 Penalty: 4514.303223
	Iteration 88Q: 3 clusters Score -979944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -979959.437500 Penalty: 4514.303223
	Iteration 89Q: 3 clusters Score -979959.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -979967.312500 Penalty: 4514.303223
	Iteration 90Q: 3 clusters Score -979967.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -979972.750000 Penalty: 4514.303223
	Iteration 91Q: 3 clusters Score -979972.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -979980.187500 Penalty: 4514.303223
	Iteration 92Q: 3 clusters Score -979980.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -979986.750000 Penalty: 4514.303223
	Iteration 93Q: 3 clusters Score -979986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -979997.937500 Penalty: 4514.303223
	Iteration 94Q: 3 clusters Score -979997.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -980002.875000 Penalty: 4514.303223
	Iteration 95Q: 3 clusters Score -980002.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -980011.562500 Penalty: 4514.303223
	Iteration 96Q: 3 clusters Score -980011.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -980026.250000 Penalty: 4514.303223
	Iteration 97Q: 3 clusters Score -980026.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -980037.562500 Penalty: 4514.303223
	Iteration 98Q: 3 clusters Score -980037.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -980056.625000 Penalty: 4514.303223
	Iteration 99Q: 3 clusters Score -980056.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -980079.562500 Penalty: 4514.303223
	Iteration 100F: 3 clusters Score -980079.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -980101.125000 Penalty: 4514.303223
	Iteration 101Q: 3 clusters Score -980101.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -980125.625000 Penalty: 4514.303223
	Iteration 102Q: 3 clusters Score -980125.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -980150.750000 Penalty: 4514.303223
	Iteration 103Q: 3 clusters Score -980150.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -980170.375000 Penalty: 4514.303223
	Iteration 104Q: 3 clusters Score -980170.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -980185.187500 Penalty: 4514.303223
	Iteration 105Q: 3 clusters Score -980185.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -980200.937500 Penalty: 4514.303223
	Iteration 106Q: 3 clusters Score -980200.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -980219.375000 Penalty: 4514.303223
	Iteration 107Q: 3 clusters Score -980219.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -980237.937500 Penalty: 4514.303223
	Iteration 108Q: 3 clusters Score -980237.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -980241.812500 Penalty: 4514.303223
	Iteration 109Q: 3 clusters Score -980241.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -980249.375000 Penalty: 4514.303223
	Iteration 110Q: 3 clusters Score -980249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -980256.562500 Penalty: 4514.303223
	Iteration 111Q: 3 clusters Score -980256.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -980264.375000 Penalty: 4514.303223
	Iteration 112Q: 3 clusters Score -980264.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -980272.750000 Penalty: 4514.303223
	Iteration 113Q: 3 clusters Score -980272.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -980282.375000 Penalty: 4514.303223
	Iteration 114Q: 3 clusters Score -980282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -980292.312500 Penalty: 4514.303223
	Iteration 115Q: 3 clusters Score -980292.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -980300.812500 Penalty: 4514.303223
	Iteration 116Q: 3 clusters Score -980300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -980307.187500 Penalty: 4514.303223
	Iteration 117Q: 3 clusters Score -980307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -980312.937500 Penalty: 4514.303223
	Iteration 118Q: 3 clusters Score -980312.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -980324.625000 Penalty: 4514.303223
	Iteration 119Q: 3 clusters Score -980324.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -980328.687500 Penalty: 4514.303223
	Iteration 120F: 3 clusters Score -980328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -980334.812500 Penalty: 4514.303223
	Iteration 121Q: 3 clusters Score -980334.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -980342.312500 Penalty: 4514.303223
	Iteration 122Q: 3 clusters Score -980342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -980346.062500 Penalty: 4514.303223
	Iteration 123Q: 3 clusters Score -980346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -980352.875000 Penalty: 4514.303223
	Iteration 124Q: 3 clusters Score -980352.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -980361.625000 Penalty: 4514.303223
	Iteration 125Q: 3 clusters Score -980361.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -980366.562500 Penalty: 4514.303223
	Iteration 126Q: 3 clusters Score -980366.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -980367.937500 Penalty: 4514.303223
	Iteration 127Q: 3 clusters Score -980367.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -980375.562500 Penalty: 4514.303223
	Iteration 128Q: 3 clusters Score -980375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -980380.187500 Penalty: 4514.303223
	Iteration 129Q: 3 clusters Score -980380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -980381.437500 Penalty: 4514.303223
	Iteration 130Q: 3 clusters Score -980381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -980381.312500 Penalty: 4514.303223
	Iteration 131Q: 3 clusters Score -980381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -980380.562500 Penalty: 4514.303223
	Iteration 132Q: 3 clusters Score -980380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -980384.500000 Penalty: 4514.303223
	Iteration 133Q: 3 clusters Score -980384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -980383.500000 Penalty: 4514.303223
	Iteration 134Q: 3 clusters Score -980383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -980390.625000 Penalty: 4514.303223
	Iteration 135Q: 3 clusters Score -980390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -980388.062500 Penalty: 4514.303223
	Iteration 136Q: 3 clusters Score -980388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -980392.500000 Penalty: 4514.303223
	Iteration 137Q: 3 clusters Score -980392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -980393.375000 Penalty: 4514.303223
	Iteration 138Q: 3 clusters Score -980393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -980393.625000 Penalty: 4514.303223
	Iteration 139Q: 3 clusters Score -980393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -980393.312500 Penalty: 4514.303223
	Iteration 140F: 3 clusters Score -980393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -980396.375000 Penalty: 4514.303223
	Iteration 141Q: 3 clusters Score -980396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -980397.750000 Penalty: 4514.303223
	Iteration 142Q: 3 clusters Score -980397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -980398.625000 Penalty: 4514.303223
	Iteration 143Q: 3 clusters Score -980398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -980398.937500 Penalty: 4514.303223
	Iteration 144Q: 3 clusters Score -980398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -980398.937500 Penalty: 4514.303223
	Iteration 145F: 3 clusters Score -980398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Entering Unmasked Estep 
Score: -6573075.500000 Penalty: 2684.611084
	Iteration 0F: 2 clusters Score -6573076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6539010.500000 Penalty: 5369.222168
	Iteration 0F: 3 clusters Score -6539010 nChanged 23279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -6552504.000000 Penalty: 5369.222168
	Iteration 1F: 3 clusters Score -6552504 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -6553290.000000 Penalty: 5369.222168
	Iteration 2Q: 3 clusters Score -6553290 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -6554129.000000 Penalty: 5369.222168
	Iteration 3Q: 3 clusters Score -6554129 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -6554998.500000 Penalty: 5369.222168
	Iteration 4Q: 3 clusters Score -6554998 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6556035.000000 Penalty: 5369.222168
	Iteration 5Q: 3 clusters Score -6556035 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6557413.500000 Penalty: 5369.222168
	Iteration 6F: 3 clusters Score -6557414 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -6559004.000000 Penalty: 5369.222168
	Iteration 7F: 3 clusters Score -6559004 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -6560874.000000 Penalty: 5369.222168
	Iteration 8F: 3 clusters Score -6560874 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -6563164.000000 Penalty: 5369.222168
	Iteration 9F: 3 clusters Score -6563164 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -6565613.000000 Penalty: 5369.222168
	Iteration 10F: 3 clusters Score -6565613 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -6567571.000000 Penalty: 5369.222168
	Iteration 11Q: 3 clusters Score -6567571 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -6569011.500000 Penalty: 5369.222168
	Iteration 12Q: 3 clusters Score -6569012 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6570114.000000 Penalty: 5369.222168
	Iteration 13Q: 3 clusters Score -6570114 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6570992.000000 Penalty: 5369.222168
	Iteration 14Q: 3 clusters Score -6570992 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6571675.000000 Penalty: 5369.222168
	Iteration 15Q: 3 clusters Score -6571675 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -6572123.500000 Penalty: 5369.222168
	Iteration 16Q: 3 clusters Score -6572124 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -6572390.000000 Penalty: 5369.222168
	Iteration 17Q: 3 clusters Score -6572390 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -6572549.000000 Penalty: 5369.222168
	Iteration 18Q: 3 clusters Score -6572549 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6572668.000000 Penalty: 5369.222168
	Iteration 19Q: 3 clusters Score -6572668 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -6572723.000000 Penalty: 5369.222168
	Iteration 20F: 3 clusters Score -6572723 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6572757.000000 Penalty: 5369.222168
	Iteration 21Q: 3 clusters Score -6572757 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6572767.000000 Penalty: 5369.222168
	Iteration 22Q: 3 clusters Score -6572767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -6572803.000000 Penalty: 5369.222168
	Iteration 23Q: 3 clusters Score -6572803 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -6572812.500000 Penalty: 5369.222168
	Iteration 24Q: 3 clusters Score -6572812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -6572830.500000 Penalty: 5369.222168
	Iteration 25Q: 3 clusters Score -6572830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6572839.500000 Penalty: 5369.222168
	Iteration 26Q: 3 clusters Score -6572840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -6572849.000000 Penalty: 5369.222168
	Iteration 27Q: 3 clusters Score -6572849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -6572848.500000 Penalty: 5369.222168
	Iteration 28Q: 3 clusters Score -6572848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -6572844.500000 Penalty: 5369.222168
	Iteration 29Q: 3 clusters Score -6572844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -6572840.500000 Penalty: 5369.222168
	Iteration 30Q: 3 clusters Score -6572840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -6572846.500000 Penalty: 5369.222168
	Iteration 31Q: 3 clusters Score -6572846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -6572842.000000 Penalty: 5369.222168
	Iteration 32Q: 3 clusters Score -6572842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6572845.500000 Penalty: 5369.222168
	Iteration 33Q: 3 clusters Score -6572846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6572851.500000 Penalty: 5369.222168
	Iteration 34Q: 3 clusters Score -6572852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -6572848.500000 Penalty: 5369.222168
	Iteration 35Q: 3 clusters Score -6572848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6572839.000000 Penalty: 5369.222168
	Iteration 36Q: 3 clusters Score -6572839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6572847.500000 Penalty: 5369.222168
	Iteration 37Q: 3 clusters Score -6572848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6572851.500000 Penalty: 5369.222168
	Iteration 38Q: 3 clusters Score -6572852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -6572841.000000 Penalty: 5369.222168
	Iteration 39Q: 3 clusters Score -6572841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6572847.000000 Penalty: 5369.222168
	Iteration 40F: 3 clusters Score -6572847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -6572851.000000 Penalty: 5369.222168
	Iteration 41Q: 3 clusters Score -6572851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6572846.500000 Penalty: 5369.222168
	Iteration 42Q: 3 clusters Score -6572846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6572841.500000 Penalty: 5369.222168
	Iteration 43Q: 3 clusters Score -6572842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6572838.500000 Penalty: 5369.222168
	Iteration 44Q: 3 clusters Score -6572838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -6572840.000000 Penalty: 5369.222168
	Iteration 45Q: 3 clusters Score -6572840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6572842.000000 Penalty: 5369.222168
	Iteration 46Q: 3 clusters Score -6572842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6572842.000000 Penalty: 5369.222168
	Iteration 47F: 3 clusters Score -6572842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Entering Unmasked Estep 
Score: -1884061.625000 Penalty: 2372.503174
	Iteration 0F: 2 clusters Score -1884062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1873609.875000 Penalty: 4745.006348
	Iteration 0F: 3 clusters Score -1873610 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1876803.750000 Penalty: 4745.006348
	Iteration 1F: 3 clusters Score -1876804 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1877125.875000 Penalty: 4745.006348
	Iteration 2F: 3 clusters Score -1877126 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1877351.375000 Penalty: 4745.006348
	Iteration 3Q: 3 clusters Score -1877351 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1877510.375000 Penalty: 4745.006348
	Iteration 4Q: 3 clusters Score -1877510 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1877648.625000 Penalty: 4745.006348
	Iteration 5Q: 3 clusters Score -1877649 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1877769.500000 Penalty: 4745.006348
	Iteration 6Q: 3 clusters Score -1877770 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1877875.375000 Penalty: 4745.006348
	Iteration 7Q: 3 clusters Score -1877875 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1877969.500000 Penalty: 4745.006348
	Iteration 8Q: 3 clusters Score -1877970 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1878072.625000 Penalty: 4745.006348
	Iteration 9Q: 3 clusters Score -1878073 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1878167.375000 Penalty: 4745.006348
	Iteration 10Q: 3 clusters Score -1878167 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1878268.375000 Penalty: 4745.006348
	Iteration 11Q: 3 clusters Score -1878268 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1878359.875000 Penalty: 4745.006348
	Iteration 12Q: 3 clusters Score -1878360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1878461.625000 Penalty: 4745.006348
	Iteration 13Q: 3 clusters Score -1878462 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1878550.375000 Penalty: 4745.006348
	Iteration 14Q: 3 clusters Score -1878550 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1878662.250000 Penalty: 4745.006348
	Iteration 15Q: 3 clusters Score -1878662 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1878797.750000 Penalty: 4745.006348
	Iteration 16Q: 3 clusters Score -1878798 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1878943.875000 Penalty: 4745.006348
	Iteration 17Q: 3 clusters Score -1878944 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1879126.125000 Penalty: 4745.006348
	Iteration 18Q: 3 clusters Score -1879126 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1879318.625000 Penalty: 4745.006348
	Iteration 19Q: 3 clusters Score -1879319 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1879558.500000 Penalty: 4745.006348
	Iteration 20F: 3 clusters Score -1879558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1879791.250000 Penalty: 4745.006348
	Iteration 21Q: 3 clusters Score -1879791 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1880016.250000 Penalty: 4745.006348
	Iteration 22Q: 3 clusters Score -1880016 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1880227.625000 Penalty: 4745.006348
	Iteration 23Q: 3 clusters Score -1880228 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1880408.000000 Penalty: 4745.006348
	Iteration 24Q: 3 clusters Score -1880408 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1880583.000000 Penalty: 4745.006348
	Iteration 25Q: 3 clusters Score -1880583 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1880771.875000 Penalty: 4745.006348
	Iteration 26Q: 3 clusters Score -1880772 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1880960.500000 Penalty: 4745.006348
	Iteration 27Q: 3 clusters Score -1880960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1881141.750000 Penalty: 4745.006348
	Iteration 28Q: 3 clusters Score -1881142 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1881299.875000 Penalty: 4745.006348
	Iteration 29Q: 3 clusters Score -1881300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1881447.375000 Penalty: 4745.006348
	Iteration 30Q: 3 clusters Score -1881447 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1881574.000000 Penalty: 4745.006348
	Iteration 31Q: 3 clusters Score -1881574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1881676.750000 Penalty: 4745.006348
	Iteration 32Q: 3 clusters Score -1881677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1881773.625000 Penalty: 4745.006348
	Iteration 33Q: 3 clusters Score -1881774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1881843.875000 Penalty: 4745.006348
	Iteration 34Q: 3 clusters Score -1881844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1881904.875000 Penalty: 4745.006348
	Iteration 35Q: 3 clusters Score -1881905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1881955.625000 Penalty: 4745.006348
	Iteration 36Q: 3 clusters Score -1881956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1881999.875000 Penalty: 4745.006348
	Iteration 37Q: 3 clusters Score -1882000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1882025.125000 Penalty: 4745.006348
	Iteration 38Q: 3 clusters Score -1882025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1882045.500000 Penalty: 4745.006348
	Iteration 39Q: 3 clusters Score -1882046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1882067.375000 Penalty: 4745.006348
	Iteration 40F: 3 clusters Score -1882067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1882078.500000 Penalty: 4745.006348
	Iteration 41Q: 3 clusters Score -1882078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1882090.000000 Penalty: 4745.006348
	Iteration 42Q: 3 clusters Score -1882090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1882099.750000 Penalty: 4745.006348
	Iteration 43Q: 3 clusters Score -1882100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1882106.875000 Penalty: 4745.006348
	Iteration 44Q: 3 clusters Score -1882107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1882114.375000 Penalty: 4745.006348
	Iteration 45Q: 3 clusters Score -1882114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1882115.375000 Penalty: 4745.006348
	Iteration 46Q: 3 clusters Score -1882115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1882123.250000 Penalty: 4745.006348
	Iteration 47Q: 3 clusters Score -1882123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1882126.500000 Penalty: 4745.006348
	Iteration 48Q: 3 clusters Score -1882126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1882133.375000 Penalty: 4745.006348
	Iteration 49Q: 3 clusters Score -1882133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1882140.750000 Penalty: 4745.006348
	Iteration 50Q: 3 clusters Score -1882141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1882145.125000 Penalty: 4745.006348
	Iteration 51Q: 3 clusters Score -1882145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1882147.625000 Penalty: 4745.006348
	Iteration 52Q: 3 clusters Score -1882148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1882148.750000 Penalty: 4745.006348
	Iteration 53Q: 3 clusters Score -1882149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1882151.375000 Penalty: 4745.006348
	Iteration 54Q: 3 clusters Score -1882151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1882157.000000 Penalty: 4745.006348
	Iteration 55Q: 3 clusters Score -1882157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1882157.625000 Penalty: 4745.006348
	Iteration 56Q: 3 clusters Score -1882158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1882158.500000 Penalty: 4745.006348
	Iteration 57Q: 3 clusters Score -1882158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1882162.000000 Penalty: 4745.006348
	Iteration 58Q: 3 clusters Score -1882162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1882168.875000 Penalty: 4745.006348
	Iteration 59Q: 3 clusters Score -1882169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1882173.375000 Penalty: 4745.006348
	Iteration 60F: 3 clusters Score -1882173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1882176.750000 Penalty: 4745.006348
	Iteration 61Q: 3 clusters Score -1882177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1882180.250000 Penalty: 4745.006348
	Iteration 62Q: 3 clusters Score -1882180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1882183.375000 Penalty: 4745.006348
	Iteration 63Q: 3 clusters Score -1882183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1882191.625000 Penalty: 4745.006348
	Iteration 64Q: 3 clusters Score -1882192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1882190.625000 Penalty: 4745.006348
	Iteration 65Q: 3 clusters Score -1882191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1882194.375000 Penalty: 4745.006348
	Iteration 66Q: 3 clusters Score -1882194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1882194.125000 Penalty: 4745.006348
	Iteration 67Q: 3 clusters Score -1882194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1882192.875000 Penalty: 4745.006348
	Iteration 68Q: 3 clusters Score -1882193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1882194.500000 Penalty: 4745.006348
	Iteration 69Q: 3 clusters Score -1882194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1882194.500000 Penalty: 4745.006348
	Iteration 70F: 3 clusters Score -1882194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 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 171 members 
Entering Unmasked Estep 
Score: -34126.382812 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34126.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34338.523438 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34338.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34434.324219 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -34434.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34560.800781 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -34560.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34720.683594 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34720.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34883.839844 Penalty: 2902.692383
	Iteration 5F: 3 clusters Score -34883.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34937.988281 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34937.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34986.742188 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34986.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35014.503906 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -35014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35045.343750 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -35045.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35053.433594 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -35053.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35053.621094 Penalty: 2902.692383
	Iteration 11F: 3 clusters Score -35053.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35057.761719 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -35057.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35074.890625 Penalty: 2902.692383
	Iteration 13Q: 3 clusters Score -35074.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35093.507812 Penalty: 2902.692383
	Iteration 14Q: 3 clusters Score -35093.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35254.875000 Penalty: 2902.692383
	Iteration 15Q: 3 clusters Score -35254.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35321.281250 Penalty: 2902.692383
	Iteration 16Q: 3 clusters Score -35321.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35321.281250 Penalty: 2902.692383
	Iteration 17F: 3 clusters Score -35321.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1499591.000000 Penalty: 2326.845947
	Iteration 0F: 2 clusters Score -1499591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1490732.875000 Penalty: 4653.691895
	Iteration 0F: 3 clusters Score -1490733 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1493383.625000 Penalty: 4653.691895
	Iteration 1F: 3 clusters Score -1493384 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1493722.875000 Penalty: 4653.691895
	Iteration 2F: 3 clusters Score -1493723 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1493940.375000 Penalty: 4653.691895
	Iteration 3Q: 3 clusters Score -1493940 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1494094.250000 Penalty: 4653.691895
	Iteration 4Q: 3 clusters Score -1494094 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1494221.750000 Penalty: 4653.691895
	Iteration 5Q: 3 clusters Score -1494222 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1494343.250000 Penalty: 4653.691895
	Iteration 6Q: 3 clusters Score -1494343 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1494445.625000 Penalty: 4653.691895
	Iteration 7Q: 3 clusters Score -1494446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1494542.875000 Penalty: 4653.691895
	Iteration 8Q: 3 clusters Score -1494543 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1494636.500000 Penalty: 4653.691895
	Iteration 9Q: 3 clusters Score -1494636 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1494711.500000 Penalty: 4653.691895
	Iteration 10Q: 3 clusters Score -1494712 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1494783.125000 Penalty: 4653.691895
	Iteration 11Q: 3 clusters Score -1494783 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1494853.875000 Penalty: 4653.691895
	Iteration 12Q: 3 clusters Score -1494854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1494936.750000 Penalty: 4653.691895
	Iteration 13Q: 3 clusters Score -1494937 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1495019.750000 Penalty: 4653.691895
	Iteration 14Q: 3 clusters Score -1495020 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1495102.750000 Penalty: 4653.691895
	Iteration 15Q: 3 clusters Score -1495103 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1495197.625000 Penalty: 4653.691895
	Iteration 16Q: 3 clusters Score -1495198 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1495308.250000 Penalty: 4653.691895
	Iteration 17Q: 3 clusters Score -1495308 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1495431.250000 Penalty: 4653.691895
	Iteration 18Q: 3 clusters Score -1495431 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1495566.000000 Penalty: 4653.691895
	Iteration 19Q: 3 clusters Score -1495566 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1495740.625000 Penalty: 4653.691895
	Iteration 20F: 3 clusters Score -1495741 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1495956.875000 Penalty: 4653.691895
	Iteration 21Q: 3 clusters Score -1495957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1496199.500000 Penalty: 4653.691895
	Iteration 22Q: 3 clusters Score -1496200 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1496398.625000 Penalty: 4653.691895
	Iteration 23Q: 3 clusters Score -1496399 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1496583.500000 Penalty: 4653.691895
	Iteration 24Q: 3 clusters Score -1496584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1496782.375000 Penalty: 4653.691895
	Iteration 25Q: 3 clusters Score -1496782 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1496952.000000 Penalty: 4653.691895
	Iteration 26Q: 3 clusters Score -1496952 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1497104.000000 Penalty: 4653.691895
	Iteration 27Q: 3 clusters Score -1497104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1497230.125000 Penalty: 4653.691895
	Iteration 28Q: 3 clusters Score -1497230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1497319.500000 Penalty: 4653.691895
	Iteration 29Q: 3 clusters Score -1497320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1497370.500000 Penalty: 4653.691895
	Iteration 30Q: 3 clusters Score -1497370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1497408.125000 Penalty: 4653.691895
	Iteration 31Q: 3 clusters Score -1497408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1497451.750000 Penalty: 4653.691895
	Iteration 32Q: 3 clusters Score -1497452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1497503.125000 Penalty: 4653.691895
	Iteration 33Q: 3 clusters Score -1497503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1497533.750000 Penalty: 4653.691895
	Iteration 34Q: 3 clusters Score -1497534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1497551.250000 Penalty: 4653.691895
	Iteration 35Q: 3 clusters Score -1497551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1497567.875000 Penalty: 4653.691895
	Iteration 36Q: 3 clusters Score -1497568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1497578.125000 Penalty: 4653.691895
	Iteration 37Q: 3 clusters Score -1497578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1497587.750000 Penalty: 4653.691895
	Iteration 38Q: 3 clusters Score -1497588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1497593.625000 Penalty: 4653.691895
	Iteration 39Q: 3 clusters Score -1497594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1497598.500000 Penalty: 4653.691895
	Iteration 40F: 3 clusters Score -1497598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1497606.000000 Penalty: 4653.691895
	Iteration 41Q: 3 clusters Score -1497606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1497613.875000 Penalty: 4653.691895
	Iteration 42Q: 3 clusters Score -1497614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1497622.125000 Penalty: 4653.691895
	Iteration 43Q: 3 clusters Score -1497622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1497630.625000 Penalty: 4653.691895
	Iteration 44Q: 3 clusters Score -1497631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1497640.375000 Penalty: 4653.691895
	Iteration 45Q: 3 clusters Score -1497640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1497646.625000 Penalty: 4653.691895
	Iteration 46Q: 3 clusters Score -1497647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1497651.625000 Penalty: 4653.691895
	Iteration 47Q: 3 clusters Score -1497652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1497662.250000 Penalty: 4653.691895
	Iteration 48Q: 3 clusters Score -1497662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1497666.500000 Penalty: 4653.691895
	Iteration 49Q: 3 clusters Score -1497666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1497672.250000 Penalty: 4653.691895
	Iteration 50Q: 3 clusters Score -1497672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1497675.375000 Penalty: 4653.691895
	Iteration 51Q: 3 clusters Score -1497675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1497681.000000 Penalty: 4653.691895
	Iteration 52Q: 3 clusters Score -1497681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1497687.250000 Penalty: 4653.691895
	Iteration 53Q: 3 clusters Score -1497687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1497693.875000 Penalty: 4653.691895
	Iteration 54Q: 3 clusters Score -1497694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1497698.000000 Penalty: 4653.691895
	Iteration 55Q: 3 clusters Score -1497698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1497697.750000 Penalty: 4653.691895
	Iteration 56Q: 3 clusters Score -1497698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1497698.250000 Penalty: 4653.691895
	Iteration 57Q: 3 clusters Score -1497698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1497698.250000 Penalty: 4653.691895
	Iteration 58F: 3 clusters Score -1497698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 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 208 members 
Entering Unmasked Estep 
Score: -43697.464844 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43697.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43920.007812 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43920.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44059.019531 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -44059.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44105.078125 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44105.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44157.398438 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44200.246094 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44200.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44241.726562 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44241.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44256.691406 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44256.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44279.605469 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44279.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44309.042969 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44309.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44335.164062 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -44335.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44364.066406 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -44364.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44408.675781 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -44408.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44470.671875 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -44470.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44510.550781 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -44510.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44561.187500 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -44561.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44627.117188 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -44627.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44696.878906 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -44696.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44727.281250 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -44727.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44736.792969 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -44736.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44751.187500 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -44751.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44778.625000 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -44778.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44794.429688 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -44794.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44794.429688 Penalty: 2995.966309
	Iteration 23F: 3 clusters Score -44794.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113415.757812 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113415.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113999.812500 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -113999.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114587.242188 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114587.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -115230.250000 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -115230.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115587.539062 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -115587.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115846.875000 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -115846.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115942.023438 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -115942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115983.046875 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115997.570312 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -115997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116010.773438 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -116010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -116035.359375 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -116035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -116047.476562 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -116047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -116057.210938 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -116057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116070.054688 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -116070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116094.453125 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -116094.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -116207.406250 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -116207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116270.265625 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -116270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -116286.289062 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -116286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116292.625000 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -116292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116300.539062 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -116300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -116308.234375 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -116308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -116340.164062 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -116340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116412.484375 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -116412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -116461.773438 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -116461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116465.765625 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -116465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -116467.679688 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -116467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116469.429688 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -116469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -116469.968750 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -116470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -116470.687500 Penalty: 3440.907715
	Iteration 28Q: 3 clusters Score -116470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -116470.687500 Penalty: 3440.907715
	Iteration 29F: 3 clusters Score -116470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51916 members 
Mstep: Class 9 contains 349946 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 699 members 
Entering Unmasked Estep 
Score: -104954640.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104955144.000000 to -104954640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Entering Unmasked Estep 
Score: -6700178.500000 Penalty: 2710.869629
	Iteration 0F: 2 clusters Score -6700178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6662746.500000 Penalty: 5421.739258
	Iteration 0F: 3 clusters Score -6662746 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6677256.500000 Penalty: 5421.739258
	Iteration 1F: 3 clusters Score -6677256 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -6678154.500000 Penalty: 5421.739258
	Iteration 2Q: 3 clusters Score -6678154 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -6679081.000000 Penalty: 5421.739258
	Iteration 3Q: 3 clusters Score -6679081 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6679987.500000 Penalty: 5421.739258
	Iteration 4Q: 3 clusters Score -6679988 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6680901.500000 Penalty: 5421.739258
	Iteration 5Q: 3 clusters Score -6680902 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6681867.000000 Penalty: 5421.739258
	Iteration 6Q: 3 clusters Score -6681867 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6682872.500000 Penalty: 5421.739258
	Iteration 7Q: 3 clusters Score -6682872 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -6683970.000000 Penalty: 5421.739258
	Iteration 8Q: 3 clusters Score -6683970 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -6685054.000000 Penalty: 5421.739258
	Iteration 9Q: 3 clusters Score -6685054 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -6686113.500000 Penalty: 5421.739258
	Iteration 10Q: 3 clusters Score -6686114 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6687195.500000 Penalty: 5421.739258
	Iteration 11Q: 3 clusters Score -6687196 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6688164.000000 Penalty: 5421.739258
	Iteration 12Q: 3 clusters Score -6688164 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -6688854.500000 Penalty: 5421.739258
	Iteration 13Q: 3 clusters Score -6688854 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6689241.000000 Penalty: 5421.739258
	Iteration 14Q: 3 clusters Score -6689241 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6689498.500000 Penalty: 5421.739258
	Iteration 15Q: 3 clusters Score -6689498 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -6689679.500000 Penalty: 5421.739258
	Iteration 16Q: 3 clusters Score -6689680 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6689817.000000 Penalty: 5421.739258
	Iteration 17Q: 3 clusters Score -6689817 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6689927.000000 Penalty: 5421.739258
	Iteration 18Q: 3 clusters Score -6689927 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -6690011.000000 Penalty: 5421.739258
	Iteration 19Q: 3 clusters Score -6690011 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6690060.000000 Penalty: 5421.739258
	Iteration 20F: 3 clusters Score -6690060 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6690157.500000 Penalty: 5421.739258
	Iteration 21Q: 3 clusters Score -6690158 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -6690243.000000 Penalty: 5421.739258
	Iteration 22Q: 3 clusters Score -6690243 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -6690323.000000 Penalty: 5421.739258
	Iteration 23Q: 3 clusters Score -6690323 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -6690357.000000 Penalty: 5421.739258
	Iteration 24Q: 3 clusters Score -6690357 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -6690433.500000 Penalty: 5421.739258
	Iteration 25Q: 3 clusters Score -6690434 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -6690529.500000 Penalty: 5421.739258
	Iteration 26Q: 3 clusters Score -6690530 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6690590.500000 Penalty: 5421.739258
	Iteration 27Q: 3 clusters Score -6690590 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6690656.500000 Penalty: 5421.739258
	Iteration 28Q: 3 clusters Score -6690656 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6690759.000000 Penalty: 5421.739258
	Iteration 29Q: 3 clusters Score -6690759 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -6690814.500000 Penalty: 5421.739258
	Iteration 30Q: 3 clusters Score -6690814 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6690867.000000 Penalty: 5421.739258
	Iteration 31Q: 3 clusters Score -6690867 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -6690931.000000 Penalty: 5421.739258
	Iteration 32Q: 3 clusters Score -6690931 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6691027.000000 Penalty: 5421.739258
	Iteration 33Q: 3 clusters Score -6691027 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -6691126.500000 Penalty: 5421.739258
	Iteration 34Q: 3 clusters Score -6691126 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6691214.500000 Penalty: 5421.739258
	Iteration 35Q: 3 clusters Score -6691214 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -6691345.500000 Penalty: 5421.739258
	Iteration 36Q: 3 clusters Score -6691346 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -6691432.500000 Penalty: 5421.739258
	Iteration 37Q: 3 clusters Score -6691432 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -6691571.500000 Penalty: 5421.739258
	Iteration 38Q: 3 clusters Score -6691572 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -6691707.000000 Penalty: 5421.739258
	Iteration 39Q: 3 clusters Score -6691707 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -6691833.500000 Penalty: 5421.739258
	Iteration 40F: 3 clusters Score -6691834 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -6691964.000000 Penalty: 5421.739258
	Iteration 41Q: 3 clusters Score -6691964 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -6692143.500000 Penalty: 5421.739258
	Iteration 42Q: 3 clusters Score -6692144 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -6692316.500000 Penalty: 5421.739258
	Iteration 43Q: 3 clusters Score -6692316 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -6692488.500000 Penalty: 5421.739258
	Iteration 44Q: 3 clusters Score -6692488 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6692634.000000 Penalty: 5421.739258
	Iteration 45Q: 3 clusters Score -6692634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6692768.500000 Penalty: 5421.739258
	Iteration 46Q: 3 clusters Score -6692768 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -6692913.500000 Penalty: 5421.739258
	Iteration 47Q: 3 clusters Score -6692914 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -6693097.500000 Penalty: 5421.739258
	Iteration 48Q: 3 clusters Score -6693098 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -6693291.000000 Penalty: 5421.739258
	Iteration 49Q: 3 clusters Score -6693291 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6693460.500000 Penalty: 5421.739258
	Iteration 50Q: 3 clusters Score -6693460 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6693685.500000 Penalty: 5421.739258
	Iteration 51Q: 3 clusters Score -6693686 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -6693895.000000 Penalty: 5421.739258
	Iteration 52Q: 3 clusters Score -6693895 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6694136.000000 Penalty: 5421.739258
	Iteration 53Q: 3 clusters Score -6694136 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6694443.500000 Penalty: 5421.739258
	Iteration 54Q: 3 clusters Score -6694444 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6694711.000000 Penalty: 5421.739258
	Iteration 55Q: 3 clusters Score -6694711 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -6694974.000000 Penalty: 5421.739258
	Iteration 56Q: 3 clusters Score -6694974 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6695198.500000 Penalty: 5421.739258
	Iteration 57Q: 3 clusters Score -6695198 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6695451.500000 Penalty: 5421.739258
	Iteration 58Q: 3 clusters Score -6695452 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -6695690.000000 Penalty: 5421.739258
	Iteration 59Q: 3 clusters Score -6695690 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6695946.000000 Penalty: 5421.739258
	Iteration 60F: 3 clusters Score -6695946 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6696141.500000 Penalty: 5421.739258
	Iteration 61Q: 3 clusters Score -6696142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -6696322.000000 Penalty: 5421.739258
	Iteration 62Q: 3 clusters Score -6696322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -6696487.500000 Penalty: 5421.739258
	Iteration 63Q: 3 clusters Score -6696488 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -6696627.000000 Penalty: 5421.739258
	Iteration 64Q: 3 clusters Score -6696627 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6696797.500000 Penalty: 5421.739258
	Iteration 65Q: 3 clusters Score -6696798 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6696877.500000 Penalty: 5421.739258
	Iteration 66Q: 3 clusters Score -6696878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -6696963.000000 Penalty: 5421.739258
	Iteration 67Q: 3 clusters Score -6696963 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -6697025.000000 Penalty: 5421.739258
	Iteration 68Q: 3 clusters Score -6697025 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6697101.500000 Penalty: 5421.739258
	Iteration 69Q: 3 clusters Score -6697102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6697183.000000 Penalty: 5421.739258
	Iteration 70Q: 3 clusters Score -6697183 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -6697253.000000 Penalty: 5421.739258
	Iteration 71Q: 3 clusters Score -6697253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -6697292.000000 Penalty: 5421.739258
	Iteration 72Q: 3 clusters Score -6697292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6697344.500000 Penalty: 5421.739258
	Iteration 73Q: 3 clusters Score -6697344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -6697389.000000 Penalty: 5421.739258
	Iteration 74Q: 3 clusters Score -6697389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -6697450.000000 Penalty: 5421.739258
	Iteration 75Q: 3 clusters Score -6697450 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -6697500.500000 Penalty: 5421.739258
	Iteration 76Q: 3 clusters Score -6697500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -6697531.500000 Penalty: 5421.739258
	Iteration 77Q: 3 clusters Score -6697532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6697583.000000 Penalty: 5421.739258
	Iteration 78Q: 3 clusters Score -6697583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6697631.500000 Penalty: 5421.739258
	Iteration 79Q: 3 clusters Score -6697632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6697645.000000 Penalty: 5421.739258
	Iteration 80F: 3 clusters Score -6697645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -6697694.000000 Penalty: 5421.739258
	Iteration 81Q: 3 clusters Score -6697694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -6697707.000000 Penalty: 5421.739258
	Iteration 82Q: 3 clusters Score -6697707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6697734.500000 Penalty: 5421.739258
	Iteration 83Q: 3 clusters Score -6697734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -6697745.500000 Penalty: 5421.739258
	Iteration 84Q: 3 clusters Score -6697746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -6697763.500000 Penalty: 5421.739258
	Iteration 85Q: 3 clusters Score -6697764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -6697776.500000 Penalty: 5421.739258
	Iteration 86Q: 3 clusters Score -6697776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -6697789.000000 Penalty: 5421.739258
	Iteration 87Q: 3 clusters Score -6697789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -6697800.000000 Penalty: 5421.739258
	Iteration 88Q: 3 clusters Score -6697800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -6697811.500000 Penalty: 5421.739258
	Iteration 89Q: 3 clusters Score -6697812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -6697822.500000 Penalty: 5421.739258
	Iteration 90Q: 3 clusters Score -6697822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -6697818.500000 Penalty: 5421.739258
	Iteration 91Q: 3 clusters Score -6697818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -6697832.000000 Penalty: 5421.739258
	Iteration 92Q: 3 clusters Score -6697832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -6697839.500000 Penalty: 5421.739258
	Iteration 93Q: 3 clusters Score -6697840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -6697839.000000 Penalty: 5421.739258
	Iteration 94Q: 3 clusters Score -6697839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -6697843.500000 Penalty: 5421.739258
	Iteration 95Q: 3 clusters Score -6697844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -6697849.000000 Penalty: 5421.739258
	Iteration 96Q: 3 clusters Score -6697849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -6697854.500000 Penalty: 5421.739258
	Iteration 97Q: 3 clusters Score -6697854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6697860.500000 Penalty: 5421.739258
	Iteration 98Q: 3 clusters Score -6697860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -6697876.000000 Penalty: 5421.739258
	Iteration 99Q: 3 clusters Score -6697876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -6697877.500000 Penalty: 5421.739258
	Iteration 100F: 3 clusters Score -6697878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -6697874.500000 Penalty: 5421.739258
	Iteration 101Q: 3 clusters Score -6697874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -6697888.000000 Penalty: 5421.739258
	Iteration 102Q: 3 clusters Score -6697888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -6697896.000000 Penalty: 5421.739258
	Iteration 103Q: 3 clusters Score -6697896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -6697899.500000 Penalty: 5421.739258
	Iteration 104Q: 3 clusters Score -6697900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -6697902.000000 Penalty: 5421.739258
	Iteration 105Q: 3 clusters Score -6697902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -6697901.500000 Penalty: 5421.739258
	Iteration 106Q: 3 clusters Score -6697902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -6697898.000000 Penalty: 5421.739258
	Iteration 107Q: 3 clusters Score -6697898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -6697904.500000 Penalty: 5421.739258
	Iteration 108Q: 3 clusters Score -6697904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -6697901.500000 Penalty: 5421.739258
	Iteration 109Q: 3 clusters Score -6697902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6697906.000000 Penalty: 5421.739258
	Iteration 110Q: 3 clusters Score -6697906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -6697904.500000 Penalty: 5421.739258
	Iteration 111Q: 3 clusters Score -6697904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -6697906.000000 Penalty: 5421.739258
	Iteration 112Q: 3 clusters Score -6697906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -6697912.000000 Penalty: 5421.739258
	Iteration 113Q: 3 clusters Score -6697912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -6697912.000000 Penalty: 5421.739258
	Iteration 114F: 3 clusters Score -6697912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 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 273 members 
Entering Unmasked Estep 
Score: -61081.187500 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61081.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61339.363281 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61339.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61473.410156 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61473.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61566.082031 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -61566.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61672.441406 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -61672.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61797.660156 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -61797.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61891.648438 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -61891.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61931.433594 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -61931.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61959.632812 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -61959.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61975.035156 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -61975.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61977.585938 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -61977.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61978.750000 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -61978.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61978.750000 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -61978.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51916 members 
Mstep: Class 9 contains 349946 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 319Q: 37 clusters Score -1.049551e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51915 members 
Mstep: Class 9 contains 349947 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104955144.000000 Penalty: 121784.320312
Iteration 320F: 37 clusters Score -1.049551e+08 nChanged 0
Entering ConstructFrom: 
Score: -104955144.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -371054.000000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -371054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -367582.250000 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -367582.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -368361.500000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -368361.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368559.093750 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -368559.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368707.656250 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -368707.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -368812.968750 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -368813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -368882.250000 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -368882.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368939.343750 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -368939.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -368981.750000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -368981.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -369020.156250 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -369020.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -369060.531250 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -369060.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -369102.000000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -369102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -369131.250000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -369131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -369161.218750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -369161.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -369200.437500 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -369200.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -369235.031250 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -369235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -369266.750000 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -369266.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -369292.656250 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -369292.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -369316.031250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -369316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -369336.750000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -369336.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -369359.500000 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -369359.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -369376.218750 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -369376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -369384.906250 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -369384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -369389.156250 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -369389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -369394.687500 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -369394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -369398.156250 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -369398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -369400.687500 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -369400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -369401.468750 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -369401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -369402.687500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -369402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -369404.375000 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -369404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -369405.093750 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -369405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -369407.125000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -369407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -369409.437500 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -369409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -369412.250000 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -369412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -369415.187500 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -369415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -369422.875000 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -369422.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -369430.625000 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -369430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -369434.156250 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -369434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -369438.718750 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -369438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -369439.781250 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -369439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -369443.125000 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -369443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -369446.125000 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -369446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -369447.812500 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -369447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -369450.593750 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -369450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -369454.500000 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -369454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -369455.875000 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -369455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -369456.562500 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -369456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -369456.968750 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -369457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -369459.250000 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -369459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -369462.125000 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -369462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -369463.781250 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -369463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -369464.906250 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -369464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -369464.531250 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -369464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -369464.718750 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -369464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -369464.718750 Penalty: 4026.334961
	Iteration 53F: 3 clusters Score -369464.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -954400.750000 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -954400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -948117.375000 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -948117.4 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -949842.625000 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -949842.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -950165.000000 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -950165 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -950432.875000 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -950432.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -950733.687500 Penalty: 4445.473633
	Iteration 4F: 3 clusters Score -950733.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -951099.562500 Penalty: 4445.473633
	Iteration 5F: 3 clusters Score -951099.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -951502.562500 Penalty: 4445.473633
	Iteration 6F: 3 clusters Score -951502.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -951925.625000 Penalty: 4445.473633
	Iteration 7F: 3 clusters Score -951925.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -952259.875000 Penalty: 4445.473633
	Iteration 8F: 3 clusters Score -952259.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -952483.000000 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -952483 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -952607.875000 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -952607.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -952690.000000 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -952690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -952739.875000 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -952739.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -952770.375000 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -952770.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -952794.187500 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -952794.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -952815.562500 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -952815.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -952830.375000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -952830.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -952841.875000 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -952841.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -952849.750000 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -952849.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -952854.562500 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -952854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -952856.500000 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -952856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -952860.062500 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -952860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -952860.562500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -952860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -952862.312500 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -952862.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -952865.000000 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -952865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -952867.062500 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -952867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -952864.875000 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -952864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -952868.062500 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -952868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -952869.000000 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -952869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -952868.562500 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -952868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -952868.625000 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -952868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -952870.000000 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -952870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -952872.375000 Penalty: 4445.473633
	Iteration 32Q: 3 clusters Score -952872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -952873.000000 Penalty: 4445.473633
	Iteration 33Q: 3 clusters Score -952873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -952873.875000 Penalty: 4445.473633
	Iteration 34Q: 3 clusters Score -952873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -952873.750000 Penalty: 4445.473633
	Iteration 35Q: 3 clusters Score -952873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -952878.500000 Penalty: 4445.473633
	Iteration 36Q: 3 clusters Score -952878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -952877.875000 Penalty: 4445.473633
	Iteration 37Q: 3 clusters Score -952877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -952881.062500 Penalty: 4445.473633
	Iteration 38Q: 3 clusters Score -952881.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -952883.750000 Penalty: 4445.473633
	Iteration 39Q: 3 clusters Score -952883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -952886.875000 Penalty: 4445.473633
	Iteration 40F: 3 clusters Score -952886.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -952888.812500 Penalty: 4445.473633
	Iteration 41Q: 3 clusters Score -952888.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -952894.000000 Penalty: 4445.473633
	Iteration 42Q: 3 clusters Score -952894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -952894.625000 Penalty: 4445.473633
	Iteration 43Q: 3 clusters Score -952894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -952896.750000 Penalty: 4445.473633
	Iteration 44Q: 3 clusters Score -952896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -952899.125000 Penalty: 4445.473633
	Iteration 45Q: 3 clusters Score -952899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -952902.375000 Penalty: 4445.473633
	Iteration 46Q: 3 clusters Score -952902.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -952903.062500 Penalty: 4445.473633
	Iteration 47Q: 3 clusters Score -952903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -952905.250000 Penalty: 4445.473633
	Iteration 48Q: 3 clusters Score -952905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -952904.500000 Penalty: 4445.473633
	Iteration 49Q: 3 clusters Score -952904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -952906.750000 Penalty: 4445.473633
	Iteration 50Q: 3 clusters Score -952906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -952907.000000 Penalty: 4445.473633
	Iteration 51Q: 3 clusters Score -952907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -952908.375000 Penalty: 4445.473633
	Iteration 52Q: 3 clusters Score -952908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -952907.125000 Penalty: 4445.473633
	Iteration 53Q: 3 clusters Score -952907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -952908.437500 Penalty: 4445.473633
	Iteration 54Q: 3 clusters Score -952908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -952907.625000 Penalty: 4445.473633
	Iteration 55Q: 3 clusters Score -952907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -952909.437500 Penalty: 4445.473633
	Iteration 56Q: 3 clusters Score -952909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -952911.437500 Penalty: 4445.473633
	Iteration 57Q: 3 clusters Score -952911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -952912.062500 Penalty: 4445.473633
	Iteration 58Q: 3 clusters Score -952912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -952913.250000 Penalty: 4445.473633
	Iteration 59Q: 3 clusters Score -952913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -952912.062500 Penalty: 4445.473633
	Iteration 60F: 3 clusters Score -952912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -952911.937500 Penalty: 4445.473633
	Iteration 61Q: 3 clusters Score -952911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -952911.937500 Penalty: 4445.473633
	Iteration 62F: 3 clusters Score -952911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Entering Unmasked Estep 
Score: -1436867.125000 Penalty: 2315.066406
	Iteration 0F: 2 clusters Score -1436867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1428305.125000 Penalty: 4630.132812
	Iteration 0F: 3 clusters Score -1428305 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1430913.000000 Penalty: 4630.132812
	Iteration 1F: 3 clusters Score -1430913 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1431237.625000 Penalty: 4630.132812
	Iteration 2F: 3 clusters Score -1431238 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1431499.375000 Penalty: 4630.132812
	Iteration 3F: 3 clusters Score -1431499 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1431715.625000 Penalty: 4630.132812
	Iteration 4Q: 3 clusters Score -1431716 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1431923.000000 Penalty: 4630.132812
	Iteration 5Q: 3 clusters Score -1431923 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1432136.750000 Penalty: 4630.132812
	Iteration 6Q: 3 clusters Score -1432137 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1432376.375000 Penalty: 4630.132812
	Iteration 7Q: 3 clusters Score -1432376 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1432621.375000 Penalty: 4630.132812
	Iteration 8Q: 3 clusters Score -1432621 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1432911.000000 Penalty: 4630.132812
	Iteration 9Q: 3 clusters Score -1432911 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1433236.000000 Penalty: 4630.132812
	Iteration 10Q: 3 clusters Score -1433236 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1433680.250000 Penalty: 4630.132812
	Iteration 11Q: 3 clusters Score -1433680 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1434183.000000 Penalty: 4630.132812
	Iteration 12Q: 3 clusters Score -1434183 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1434681.250000 Penalty: 4630.132812
	Iteration 13Q: 3 clusters Score -1434681 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1434984.000000 Penalty: 4630.132812
	Iteration 14Q: 3 clusters Score -1434984 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1435157.125000 Penalty: 4630.132812
	Iteration 15Q: 3 clusters Score -1435157 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1435242.375000 Penalty: 4630.132812
	Iteration 16Q: 3 clusters Score -1435242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1435284.750000 Penalty: 4630.132812
	Iteration 17Q: 3 clusters Score -1435285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1435316.750000 Penalty: 4630.132812
	Iteration 18Q: 3 clusters Score -1435317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1435347.000000 Penalty: 4630.132812
	Iteration 19Q: 3 clusters Score -1435347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1435367.625000 Penalty: 4630.132812
	Iteration 20F: 3 clusters Score -1435368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1435385.250000 Penalty: 4630.132812
	Iteration 21Q: 3 clusters Score -1435385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1435394.500000 Penalty: 4630.132812
	Iteration 22Q: 3 clusters Score -1435394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1435406.250000 Penalty: 4630.132812
	Iteration 23Q: 3 clusters Score -1435406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1435413.750000 Penalty: 4630.132812
	Iteration 24Q: 3 clusters Score -1435414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1435419.750000 Penalty: 4630.132812
	Iteration 25Q: 3 clusters Score -1435420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1435425.375000 Penalty: 4630.132812
	Iteration 26Q: 3 clusters Score -1435425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1435431.125000 Penalty: 4630.132812
	Iteration 27Q: 3 clusters Score -1435431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1435434.250000 Penalty: 4630.132812
	Iteration 28Q: 3 clusters Score -1435434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1435436.375000 Penalty: 4630.132812
	Iteration 29Q: 3 clusters Score -1435436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1435436.250000 Penalty: 4630.132812
	Iteration 30Q: 3 clusters Score -1435436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1435439.500000 Penalty: 4630.132812
	Iteration 31Q: 3 clusters Score -1435440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1435438.750000 Penalty: 4630.132812
	Iteration 32Q: 3 clusters Score -1435439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1435439.125000 Penalty: 4630.132812
	Iteration 33Q: 3 clusters Score -1435439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1435440.375000 Penalty: 4630.132812
	Iteration 34Q: 3 clusters Score -1435440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1435442.750000 Penalty: 4630.132812
	Iteration 35Q: 3 clusters Score -1435443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1435446.875000 Penalty: 4630.132812
	Iteration 36Q: 3 clusters Score -1435447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1435448.250000 Penalty: 4630.132812
	Iteration 37Q: 3 clusters Score -1435448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1435452.625000 Penalty: 4630.132812
	Iteration 38Q: 3 clusters Score -1435453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1435458.000000 Penalty: 4630.132812
	Iteration 39Q: 3 clusters Score -1435458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1435460.875000 Penalty: 4630.132812
	Iteration 40F: 3 clusters Score -1435461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1435461.875000 Penalty: 4630.132812
	Iteration 41Q: 3 clusters Score -1435462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1435463.375000 Penalty: 4630.132812
	Iteration 42Q: 3 clusters Score -1435463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1435463.500000 Penalty: 4630.132812
	Iteration 43Q: 3 clusters Score -1435464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1435465.750000 Penalty: 4630.132812
	Iteration 44Q: 3 clusters Score -1435466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1435464.375000 Penalty: 4630.132812
	Iteration 45Q: 3 clusters Score -1435464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1435465.000000 Penalty: 4630.132812
	Iteration 46Q: 3 clusters Score -1435465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1435467.375000 Penalty: 4630.132812
	Iteration 47Q: 3 clusters Score -1435467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1435467.375000 Penalty: 4630.132812
	Iteration 48F: 3 clusters Score -1435467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -530479.875000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -530479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -526492.375000 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -526492.4 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -527658.375000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -527658.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528063.062500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -528063.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -528410.437500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -528410.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -528651.687500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -528651.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -528802.437500 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -528802.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -528921.500000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -528921.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -529025.750000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -529025.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -529103.125000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -529103.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -529151.000000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -529151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -529187.062500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -529187.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -529207.437500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -529207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -529223.000000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -529223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -529234.562500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -529234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -529243.937500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -529243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -529251.312500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -529251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -529258.875000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -529258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -529269.625000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -529269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -529276.625000 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -529276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -529280.812500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -529280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -529287.750000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -529287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529293.812500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -529293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -529297.937500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -529297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -529304.125000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -529304.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -529312.687500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -529312.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -529319.562500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -529319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -529321.625000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -529321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -529324.625000 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -529324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -529325.437500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -529325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -529328.312500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -529328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -529333.812500 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -529333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -529335.125000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -529335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -529335.125000 Penalty: 4144.734863
	Iteration 32F: 3 clusters Score -529335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -474021.843750 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -474021.8 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 1936 members 
Entering Unmasked Estep 
Score: -470228.250000 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -470228.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -471066.250000 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -471066.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -471253.218750 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -471253.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -471343.531250 Penalty: 4091.010986
	Iteration 3Q: 3 clusters Score -471343.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -471418.843750 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -471418.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -471482.375000 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -471482.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -471533.593750 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -471533.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -471577.250000 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -471577.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -471610.093750 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -471610.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -471639.593750 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -471639.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -471673.312500 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -471673.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -471700.218750 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -471700.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -471730.875000 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -471730.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -471754.000000 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -471754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -471771.343750 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -471771.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -471788.468750 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -471788.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -471801.750000 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -471801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471816.062500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -471816.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -471824.812500 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -471824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -471831.250000 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -471831.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -471837.656250 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -471837.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -471844.593750 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -471844.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -471850.750000 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -471850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -471858.750000 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -471858.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -471865.000000 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -471865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -471874.281250 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -471874.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -471881.843750 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -471881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -471893.406250 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -471893.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -471907.031250 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -471907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -471920.093750 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -471920.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -471932.062500 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -471932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -471942.250000 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -471942.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -471953.312500 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -471953.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -471963.281250 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -471963.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -471976.312500 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -471976.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -471989.687500 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -471989.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -472001.343750 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -472001.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -472014.312500 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -472014.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -472023.750000 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -472023.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -472033.718750 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -472033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -472040.468750 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -472040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -472043.812500 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -472043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -472046.250000 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -472046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -472047.500000 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -472047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -472050.031250 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -472050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -472051.125000 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -472051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -472052.406250 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -472052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -472053.343750 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -472053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -472055.312500 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -472055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -472057.562500 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -472057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -472057.781250 Penalty: 4091.010986
	Iteration 50Q: 3 clusters Score -472057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -472059.187500 Penalty: 4091.010986
	Iteration 51Q: 3 clusters Score -472059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -472059.406250 Penalty: 4091.010986
	Iteration 52Q: 3 clusters Score -472059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -472060.281250 Penalty: 4091.010986
	Iteration 53Q: 3 clusters Score -472060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -472061.500000 Penalty: 4091.010986
	Iteration 54Q: 3 clusters Score -472061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -472061.593750 Penalty: 4091.010986
	Iteration 55Q: 3 clusters Score -472061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -472062.125000 Penalty: 4091.010986
	Iteration 56Q: 3 clusters Score -472062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -472062.125000 Penalty: 4091.010986
	Iteration 57F: 3 clusters Score -472062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1686325.875000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -1686326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1675352.250000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -1675352 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1679107.625000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -1679108 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1679799.875000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -1679800 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1680516.250000 Penalty: 4774.407715
	Iteration 3F: 3 clusters Score -1680516 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1681176.500000 Penalty: 4774.407715
	Iteration 4F: 3 clusters Score -1681176 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1681705.625000 Penalty: 4774.407715
	Iteration 5F: 3 clusters Score -1681706 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1682076.625000 Penalty: 4774.407715
	Iteration 6Q: 3 clusters Score -1682077 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1682366.000000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -1682366 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1682592.375000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -1682592 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1682804.750000 Penalty: 4774.407715
	Iteration 9Q: 3 clusters Score -1682805 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1682985.500000 Penalty: 4774.407715
	Iteration 10Q: 3 clusters Score -1682986 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1683174.250000 Penalty: 4774.407715
	Iteration 11Q: 3 clusters Score -1683174 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1683366.250000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -1683366 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1683558.125000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -1683558 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1683707.250000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -1683707 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1683834.625000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -1683835 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1683963.250000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -1683963 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1684075.125000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -1684075 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1684172.250000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -1684172 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1684242.750000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -1684243 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1684302.375000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -1684302 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1684351.250000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -1684351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1684399.625000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -1684400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1684433.500000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -1684434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1684467.625000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -1684468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1684496.250000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -1684496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1684515.625000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -1684516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1684530.750000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -1684531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1684556.750000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -1684557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1684574.125000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -1684574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1684583.375000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -1684583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1684598.125000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -1684598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1684616.250000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -1684616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1684622.750000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -1684623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1684634.750000 Penalty: 4774.407715
	Iteration 34Q: 3 clusters Score -1684635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1684647.625000 Penalty: 4774.407715
	Iteration 35Q: 3 clusters Score -1684648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1684662.875000 Penalty: 4774.407715
	Iteration 36Q: 3 clusters Score -1684663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1684671.625000 Penalty: 4774.407715
	Iteration 37Q: 3 clusters Score -1684672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1684691.625000 Penalty: 4774.407715
	Iteration 38Q: 3 clusters Score -1684692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1684700.625000 Penalty: 4774.407715
	Iteration 39Q: 3 clusters Score -1684701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1684703.750000 Penalty: 4774.407715
	Iteration 40F: 3 clusters Score -1684704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1684708.250000 Penalty: 4774.407715
	Iteration 41Q: 3 clusters Score -1684708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1684717.000000 Penalty: 4774.407715
	Iteration 42Q: 3 clusters Score -1684717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1684724.500000 Penalty: 4774.407715
	Iteration 43Q: 3 clusters Score -1684724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1684735.625000 Penalty: 4774.407715
	Iteration 44Q: 3 clusters Score -1684736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1684744.125000 Penalty: 4774.407715
	Iteration 45Q: 3 clusters Score -1684744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1684741.625000 Penalty: 4774.407715
	Iteration 46Q: 3 clusters Score -1684742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1684742.250000 Penalty: 4774.407715
	Iteration 47Q: 3 clusters Score -1684742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1684743.000000 Penalty: 4774.407715
	Iteration 48Q: 3 clusters Score -1684743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1684743.500000 Penalty: 4774.407715
	Iteration 49Q: 3 clusters Score -1684744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1684747.750000 Penalty: 4774.407715
	Iteration 50Q: 3 clusters Score -1684748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1684754.875000 Penalty: 4774.407715
	Iteration 51Q: 3 clusters Score -1684755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1684756.750000 Penalty: 4774.407715
	Iteration 52Q: 3 clusters Score -1684757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1684762.375000 Penalty: 4774.407715
	Iteration 53Q: 3 clusters Score -1684762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1684761.750000 Penalty: 4774.407715
	Iteration 54Q: 3 clusters Score -1684762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1684758.125000 Penalty: 4774.407715
	Iteration 55Q: 3 clusters Score -1684758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1684758.125000 Penalty: 4774.407715
	Iteration 56Q: 3 clusters Score -1684758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1684763.125000 Penalty: 4774.407715
	Iteration 57Q: 3 clusters Score -1684763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1684760.500000 Penalty: 4774.407715
	Iteration 58Q: 3 clusters Score -1684760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1684762.750000 Penalty: 4774.407715
	Iteration 59Q: 3 clusters Score -1684763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1684760.750000 Penalty: 4774.407715
	Iteration 60F: 3 clusters Score -1684761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1684765.125000 Penalty: 4774.407715
	Iteration 61Q: 3 clusters Score -1684765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1684773.000000 Penalty: 4774.407715
	Iteration 62Q: 3 clusters Score -1684773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1684779.250000 Penalty: 4774.407715
	Iteration 63Q: 3 clusters Score -1684779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1684780.375000 Penalty: 4774.407715
	Iteration 64Q: 3 clusters Score -1684780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1684786.875000 Penalty: 4774.407715
	Iteration 65Q: 3 clusters Score -1684787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1684785.000000 Penalty: 4774.407715
	Iteration 66Q: 3 clusters Score -1684785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1684787.625000 Penalty: 4774.407715
	Iteration 67Q: 3 clusters Score -1684788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1684789.875000 Penalty: 4774.407715
	Iteration 68Q: 3 clusters Score -1684790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1684790.625000 Penalty: 4774.407715
	Iteration 69Q: 3 clusters Score -1684791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1684794.250000 Penalty: 4774.407715
	Iteration 70Q: 3 clusters Score -1684794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1684795.625000 Penalty: 4774.407715
	Iteration 71Q: 3 clusters Score -1684796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1684802.500000 Penalty: 4774.407715
	Iteration 72Q: 3 clusters Score -1684802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1684811.375000 Penalty: 4774.407715
	Iteration 73Q: 3 clusters Score -1684811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1684811.750000 Penalty: 4774.407715
	Iteration 74Q: 3 clusters Score -1684812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1684819.125000 Penalty: 4774.407715
	Iteration 75Q: 3 clusters Score -1684819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1684820.125000 Penalty: 4774.407715
	Iteration 76Q: 3 clusters Score -1684820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1684824.625000 Penalty: 4774.407715
	Iteration 77Q: 3 clusters Score -1684825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1684826.250000 Penalty: 4774.407715
	Iteration 78Q: 3 clusters Score -1684826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1684829.750000 Penalty: 4774.407715
	Iteration 79Q: 3 clusters Score -1684830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1684827.875000 Penalty: 4774.407715
	Iteration 80F: 3 clusters Score -1684828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1684826.125000 Penalty: 4774.407715
	Iteration 81Q: 3 clusters Score -1684826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1684830.500000 Penalty: 4774.407715
	Iteration 82Q: 3 clusters Score -1684830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1684829.375000 Penalty: 4774.407715
	Iteration 83Q: 3 clusters Score -1684829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1684827.625000 Penalty: 4774.407715
	Iteration 84Q: 3 clusters Score -1684828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1684828.625000 Penalty: 4774.407715
	Iteration 85Q: 3 clusters Score -1684829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1684830.125000 Penalty: 4774.407715
	Iteration 86Q: 3 clusters Score -1684830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1684830.625000 Penalty: 4774.407715
	Iteration 87Q: 3 clusters Score -1684831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1684831.250000 Penalty: 4774.407715
	Iteration 88Q: 3 clusters Score -1684831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1684833.625000 Penalty: 4774.407715
	Iteration 89Q: 3 clusters Score -1684834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1684832.500000 Penalty: 4774.407715
	Iteration 90Q: 3 clusters Score -1684832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1684837.375000 Penalty: 4774.407715
	Iteration 91Q: 3 clusters Score -1684837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1684839.375000 Penalty: 4774.407715
	Iteration 92Q: 3 clusters Score -1684839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1684838.125000 Penalty: 4774.407715
	Iteration 93Q: 3 clusters Score -1684838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1684834.000000 Penalty: 4774.407715
	Iteration 94Q: 3 clusters Score -1684834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1684834.500000 Penalty: 4774.407715
	Iteration 95Q: 3 clusters Score -1684834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1684839.375000 Penalty: 4774.407715
	Iteration 96Q: 3 clusters Score -1684839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1684839.875000 Penalty: 4774.407715
	Iteration 97Q: 3 clusters Score -1684840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1684840.375000 Penalty: 4774.407715
	Iteration 98Q: 3 clusters Score -1684840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1684841.375000 Penalty: 4774.407715
	Iteration 99Q: 3 clusters Score -1684841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1684843.875000 Penalty: 4774.407715
	Iteration 100F: 3 clusters Score -1684844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1684845.375000 Penalty: 4774.407715
	Iteration 101Q: 3 clusters Score -1684845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1684844.750000 Penalty: 4774.407715
	Iteration 102Q: 3 clusters Score -1684845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1684844.625000 Penalty: 4774.407715
	Iteration 103Q: 3 clusters Score -1684845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1684845.125000 Penalty: 4774.407715
	Iteration 104Q: 3 clusters Score -1684845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1684845.250000 Penalty: 4774.407715
	Iteration 105Q: 3 clusters Score -1684845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1684848.250000 Penalty: 4774.407715
	Iteration 106Q: 3 clusters Score -1684848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1684845.625000 Penalty: 4774.407715
	Iteration 107Q: 3 clusters Score -1684846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1684846.875000 Penalty: 4774.407715
	Iteration 108Q: 3 clusters Score -1684847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1684848.625000 Penalty: 4774.407715
	Iteration 109Q: 3 clusters Score -1684849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1684851.250000 Penalty: 4774.407715
	Iteration 110Q: 3 clusters Score -1684851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1684853.500000 Penalty: 4774.407715
	Iteration 111Q: 3 clusters Score -1684854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1684849.625000 Penalty: 4774.407715
	Iteration 112Q: 3 clusters Score -1684850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1684853.625000 Penalty: 4774.407715
	Iteration 113Q: 3 clusters Score -1684854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1684852.500000 Penalty: 4774.407715
	Iteration 114Q: 3 clusters Score -1684852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1684856.500000 Penalty: 4774.407715
	Iteration 115Q: 3 clusters Score -1684856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1684857.625000 Penalty: 4774.407715
	Iteration 116Q: 3 clusters Score -1684858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1684852.500000 Penalty: 4774.407715
	Iteration 117Q: 3 clusters Score -1684852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1684858.000000 Penalty: 4774.407715
	Iteration 118Q: 3 clusters Score -1684858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1684859.750000 Penalty: 4774.407715
	Iteration 119Q: 3 clusters Score -1684860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1684860.000000 Penalty: 4774.407715
	Iteration 120F: 3 clusters Score -1684860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1684864.750000 Penalty: 4774.407715
	Iteration 121Q: 3 clusters Score -1684865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1684868.750000 Penalty: 4774.407715
	Iteration 122Q: 3 clusters Score -1684869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1684869.625000 Penalty: 4774.407715
	Iteration 123Q: 3 clusters Score -1684870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1684866.750000 Penalty: 4774.407715
	Iteration 124Q: 3 clusters Score -1684867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1684866.750000 Penalty: 4774.407715
	Iteration 125Q: 3 clusters Score -1684867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1684870.500000 Penalty: 4774.407715
	Iteration 126Q: 3 clusters Score -1684870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1684867.625000 Penalty: 4774.407715
	Iteration 127Q: 3 clusters Score -1684868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1684872.125000 Penalty: 4774.407715
	Iteration 128Q: 3 clusters Score -1684872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1684872.125000 Penalty: 4774.407715
	Iteration 129Q: 3 clusters Score -1684872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1684870.125000 Penalty: 4774.407715
	Iteration 130Q: 3 clusters Score -1684870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1684870.625000 Penalty: 4774.407715
	Iteration 131Q: 3 clusters Score -1684871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1684871.375000 Penalty: 4774.407715
	Iteration 132Q: 3 clusters Score -1684871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1684871.250000 Penalty: 4774.407715
	Iteration 133Q: 3 clusters Score -1684871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1684871.000000 Penalty: 4774.407715
	Iteration 134Q: 3 clusters Score -1684871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1684870.500000 Penalty: 4774.407715
	Iteration 135Q: 3 clusters Score -1684870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1684870.500000 Penalty: 4774.407715
	Iteration 136F: 3 clusters Score -1684870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -695984.375000 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -695984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -691093.250000 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -691093.2 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -692258.312500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -692258.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -692523.750000 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -692523.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -692692.562500 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -692692.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -692814.062500 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -692814.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -692901.562500 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -692901.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -692963.500000 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -692963.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -693010.750000 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -693010.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -693043.375000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -693043.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -693080.937500 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -693080.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -693117.125000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -693117.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -693146.062500 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -693146.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -693170.875000 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -693170.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -693188.937500 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -693188.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -693210.875000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -693210.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -693236.062500 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -693236.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -693264.750000 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -693264.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -693299.437500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -693299.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -693337.000000 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -693337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -693377.562500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -693377.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -693431.750000 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -693431.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -693484.750000 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -693484.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -693539.500000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -693539.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -693589.625000 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -693589.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -693657.062500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -693657.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -693741.750000 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -693741.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -693817.062500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -693817.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -693889.875000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -693889.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -693996.375000 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -693996.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -694109.187500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -694109.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -694250.375000 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -694250.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -694399.187500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -694399.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -694529.062500 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -694529.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -694603.312500 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -694603.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -694653.625000 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -694653.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -694693.000000 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -694693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -694726.750000 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -694726.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -694763.250000 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -694763.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -694808.562500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -694808.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -694844.625000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -694844.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -694874.750000 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -694874.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -694900.500000 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -694900.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -694916.875000 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -694916.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -694924.625000 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -694924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -694926.375000 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -694926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -694931.000000 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -694931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -694931.625000 Penalty: 4275.753906
	Iteration 46Q: 3 clusters Score -694931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -694932.250000 Penalty: 4275.753906
	Iteration 47Q: 3 clusters Score -694932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -694933.062500 Penalty: 4275.753906
	Iteration 48Q: 3 clusters Score -694933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -694933.062500 Penalty: 4275.753906
	Iteration 49F: 3 clusters Score -694933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Entering Unmasked Estep 
Score: -6809482.500000 Penalty: 2692.625977
	Iteration 0F: 2 clusters Score -6809482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6774512.500000 Penalty: 5385.251953
	Iteration 0F: 3 clusters Score -6774512 nChanged 23867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -6787769.500000 Penalty: 5385.251953
	Iteration 1F: 3 clusters Score -6787770 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6788354.500000 Penalty: 5385.251953
	Iteration 2Q: 3 clusters Score -6788354 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6788894.000000 Penalty: 5385.251953
	Iteration 3Q: 3 clusters Score -6788894 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6789629.000000 Penalty: 5385.251953
	Iteration 4Q: 3 clusters Score -6789629 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -6790647.500000 Penalty: 5385.251953
	Iteration 5Q: 3 clusters Score -6790648 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6792113.000000 Penalty: 5385.251953
	Iteration 6F: 3 clusters Score -6792113 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6794346.000000 Penalty: 5385.251953
	Iteration 7F: 3 clusters Score -6794346 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6797634.000000 Penalty: 5385.251953
	Iteration 8F: 3 clusters Score -6797634 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6801579.000000 Penalty: 5385.251953
	Iteration 9F: 3 clusters Score -6801579 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -6804397.500000 Penalty: 5385.251953
	Iteration 10F: 3 clusters Score -6804398 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -6806153.000000 Penalty: 5385.251953
	Iteration 11Q: 3 clusters Score -6806153 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -6807213.500000 Penalty: 5385.251953
	Iteration 12Q: 3 clusters Score -6807214 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6808011.500000 Penalty: 5385.251953
	Iteration 13Q: 3 clusters Score -6808012 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -6808529.000000 Penalty: 5385.251953
	Iteration 14Q: 3 clusters Score -6808529 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -6808861.500000 Penalty: 5385.251953
	Iteration 15Q: 3 clusters Score -6808862 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -6809013.500000 Penalty: 5385.251953
	Iteration 16Q: 3 clusters Score -6809014 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6809144.000000 Penalty: 5385.251953
	Iteration 17Q: 3 clusters Score -6809144 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -6809170.500000 Penalty: 5385.251953
	Iteration 18Q: 3 clusters Score -6809170 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -6809197.500000 Penalty: 5385.251953
	Iteration 19Q: 3 clusters Score -6809198 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -6809223.000000 Penalty: 5385.251953
	Iteration 20F: 3 clusters Score -6809223 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -6809267.000000 Penalty: 5385.251953
	Iteration 21Q: 3 clusters Score -6809267 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6809277.000000 Penalty: 5385.251953
	Iteration 22Q: 3 clusters Score -6809277 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -6809302.500000 Penalty: 5385.251953
	Iteration 23Q: 3 clusters Score -6809302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -6809300.000000 Penalty: 5385.251953
	Iteration 24Q: 3 clusters Score -6809300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6809305.500000 Penalty: 5385.251953
	Iteration 25Q: 3 clusters Score -6809306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -6809294.000000 Penalty: 5385.251953
	Iteration 26Q: 3 clusters Score -6809294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -6809305.500000 Penalty: 5385.251953
	Iteration 27Q: 3 clusters Score -6809306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6809308.500000 Penalty: 5385.251953
	Iteration 28Q: 3 clusters Score -6809308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -6809307.500000 Penalty: 5385.251953
	Iteration 29Q: 3 clusters Score -6809308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6809323.000000 Penalty: 5385.251953
	Iteration 30Q: 3 clusters Score -6809323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6809331.000000 Penalty: 5385.251953
	Iteration 31Q: 3 clusters Score -6809331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -6809335.500000 Penalty: 5385.251953
	Iteration 32Q: 3 clusters Score -6809336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6809337.500000 Penalty: 5385.251953
	Iteration 33Q: 3 clusters Score -6809338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6809346.000000 Penalty: 5385.251953
	Iteration 34Q: 3 clusters Score -6809346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -6809345.000000 Penalty: 5385.251953
	Iteration 35Q: 3 clusters Score -6809345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -6809355.000000 Penalty: 5385.251953
	Iteration 36Q: 3 clusters Score -6809355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6809352.500000 Penalty: 5385.251953
	Iteration 37Q: 3 clusters Score -6809352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -6809354.000000 Penalty: 5385.251953
	Iteration 38Q: 3 clusters Score -6809354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -6809356.000000 Penalty: 5385.251953
	Iteration 39Q: 3 clusters Score -6809356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6809347.500000 Penalty: 5385.251953
	Iteration 40F: 3 clusters Score -6809348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -6809347.500000 Penalty: 5385.251953
	Iteration 41Q: 3 clusters Score -6809348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -6809351.000000 Penalty: 5385.251953
	Iteration 42Q: 3 clusters Score -6809351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -6809355.500000 Penalty: 5385.251953
	Iteration 43Q: 3 clusters Score -6809356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -6809361.500000 Penalty: 5385.251953
	Iteration 44Q: 3 clusters Score -6809362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6809352.500000 Penalty: 5385.251953
	Iteration 45Q: 3 clusters Score -6809352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -6809355.000000 Penalty: 5385.251953
	Iteration 46Q: 3 clusters Score -6809355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6809363.000000 Penalty: 5385.251953
	Iteration 47Q: 3 clusters Score -6809363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6809360.000000 Penalty: 5385.251953
	Iteration 48Q: 3 clusters Score -6809360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6809359.000000 Penalty: 5385.251953
	Iteration 49Q: 3 clusters Score -6809359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6809359.000000 Penalty: 5385.251953
	Iteration 50F: 3 clusters Score -6809359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (349947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349947 members 
Entering Unmasked Estep 
Score: -45345280.000000 Penalty: 3165.853271
	Iteration 0F: 2 clusters Score -4.534528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174508 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -45135696.000000 Penalty: 6331.706543
	Iteration 0F: 3 clusters Score -4.51357e+07 nChanged 170545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 186018 members 
Entering Unmasked Estep 
Score: -45237836.000000 Penalty: 6331.706543
	Iteration 1F: 3 clusters Score -4.523784e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 192825 members 
Entering Unmasked Estep 
Score: -45239608.000000 Penalty: 6331.706543
	Iteration 2Q: 3 clusters Score -4.523961e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 203356 members 
Entering Unmasked Estep 
Score: -45243208.000000 Penalty: 6331.706543
	Iteration 3Q: 3 clusters Score -4.524321e+07 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 219005 members 
Entering Unmasked Estep 
Score: -45248900.000000 Penalty: 6331.706543
	Iteration 4Q: 3 clusters Score -4.52489e+07 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 240413 members 
Entering Unmasked Estep 
Score: -45259452.000000 Penalty: 6331.706543
	Iteration 5F: 3 clusters Score -4.525945e+07 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 267223 members 
Entering Unmasked Estep 
Score: -45276312.000000 Penalty: 6331.706543
	Iteration 6F: 3 clusters Score -4.527631e+07 nChanged 27820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 294899 members 
Entering Unmasked Estep 
Score: -45295812.000000 Penalty: 6331.706543
	Iteration 7F: 3 clusters Score -4.529581e+07 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 317039 members 
Entering Unmasked Estep 
Score: -45311540.000000 Penalty: 6331.706543
	Iteration 8F: 3 clusters Score -4.531154e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 331203 members 
Entering Unmasked Estep 
Score: -45323540.000000 Penalty: 6331.706543
	Iteration 9Q: 3 clusters Score -4.532354e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 339443 members 
Entering Unmasked Estep 
Score: -45331388.000000 Penalty: 6331.706543
	Iteration 10Q: 3 clusters Score -4.533139e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 344263 members 
Entering Unmasked Estep 
Score: -45336256.000000 Penalty: 6331.706543
	Iteration 11Q: 3 clusters Score -4.533626e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 346863 members 
Entering Unmasked Estep 
Score: -45339192.000000 Penalty: 6331.706543
	Iteration 12Q: 3 clusters Score -4.533919e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 348144 members 
Entering Unmasked Estep 
Score: -45340512.000000 Penalty: 6331.706543
	Iteration 13Q: 3 clusters Score -4.534051e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 348720 members 
Entering Unmasked Estep 
Score: -45341172.000000 Penalty: 6331.706543
	Iteration 14Q: 3 clusters Score -4.534117e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 349045 members 
Entering Unmasked Estep 
Score: -45341596.000000 Penalty: 6331.706543
	Iteration 15Q: 3 clusters Score -4.53416e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 349199 members 
Entering Unmasked Estep 
Score: -45341848.000000 Penalty: 6331.706543
	Iteration 16Q: 3 clusters Score -4.534185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 349293 members 
Entering Unmasked Estep 
Score: -45341964.000000 Penalty: 6331.706543
	Iteration 17Q: 3 clusters Score -4.534196e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 349345 members 
Entering Unmasked Estep 
Score: -45342012.000000 Penalty: 6331.706543
	Iteration 18Q: 3 clusters Score -4.534201e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 349376 members 
Entering Unmasked Estep 
Score: -45342104.000000 Penalty: 6331.706543
	Iteration 19Q: 3 clusters Score -4.53421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 349399 members 
Entering Unmasked Estep 
Score: -45342124.000000 Penalty: 6331.706543
	Iteration 20F: 3 clusters Score -4.534212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 349407 members 
Entering Unmasked Estep 
Score: -45342160.000000 Penalty: 6331.706543
	Iteration 21Q: 3 clusters Score -4.534216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 349423 members 
Entering Unmasked Estep 
Score: -45342196.000000 Penalty: 6331.706543
	Iteration 22Q: 3 clusters Score -4.53422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 349439 members 
Entering Unmasked Estep 
Score: -45342196.000000 Penalty: 6331.706543
	Iteration 23Q: 3 clusters Score -4.53422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 349445 members 
Entering Unmasked Estep 
Score: -45342248.000000 Penalty: 6331.706543
	Iteration 24Q: 3 clusters Score -4.534225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 349453 members 
Entering Unmasked Estep 
Score: -45342244.000000 Penalty: 6331.706543
	Iteration 25Q: 3 clusters Score -4.534224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 349460 members 
Entering Unmasked Estep 
Score: -45342252.000000 Penalty: 6331.706543
	Iteration 26Q: 3 clusters Score -4.534225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 349464 members 
Entering Unmasked Estep 
Score: -45342232.000000 Penalty: 6331.706543
	Iteration 27Q: 3 clusters Score -4.534223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 349467 members 
Entering Unmasked Estep 
Score: -45342224.000000 Penalty: 6331.706543
	Iteration 28Q: 3 clusters Score -4.534222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349466 members 
Entering Unmasked Estep 
Score: -45342228.000000 Penalty: 6331.706543
	Iteration 29Q: 3 clusters Score -4.534223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 349469 members 
Entering Unmasked Estep 
Score: -45342232.000000 Penalty: 6331.706543
	Iteration 30Q: 3 clusters Score -4.534223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 349471 members 
Entering Unmasked Estep 
Score: -45342212.000000 Penalty: 6331.706543
	Iteration 31Q: 3 clusters Score -4.534221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 349473 members 
Entering Unmasked Estep 
Score: -45342216.000000 Penalty: 6331.706543
	Iteration 32Q: 3 clusters Score -4.534222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 349474 members 
Entering Unmasked Estep 
Score: -45342232.000000 Penalty: 6331.706543
	Iteration 33Q: 3 clusters Score -4.534223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 349475 members 
Entering Unmasked Estep 
Score: -45342240.000000 Penalty: 6331.706543
	Iteration 34Q: 3 clusters Score -4.534224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 349473 members 
Entering Unmasked Estep 
Score: -45342252.000000 Penalty: 6331.706543
	Iteration 35Q: 3 clusters Score -4.534225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 349474 members 
Entering Unmasked Estep 
Score: -45342252.000000 Penalty: 6331.706543
	Iteration 36Q: 3 clusters Score -4.534225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 349473 members 
Entering Unmasked Estep 
Score: -45342264.000000 Penalty: 6331.706543
	Iteration 37Q: 3 clusters Score -4.534226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 349471 members 
Entering Unmasked Estep 
Score: -45342244.000000 Penalty: 6331.706543
	Iteration 38Q: 3 clusters Score -4.534224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 349471 members 
Entering Unmasked Estep 
Score: -45342248.000000 Penalty: 6331.706543
	Iteration 39Q: 3 clusters Score -4.534225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 349471 members 
Entering Unmasked Estep 
Score: -45342248.000000 Penalty: 6331.706543
	Iteration 40F: 3 clusters Score -4.534225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1796283.000000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1796283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1785573.375000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1785573 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1789008.125000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1789008 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1789514.375000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1789514 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1790012.750000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1790013 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1790539.625000 Penalty: 4761.439453
	Iteration 4F: 3 clusters Score -1790540 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1791063.375000 Penalty: 4761.439453
	Iteration 5F: 3 clusters Score -1791063 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1791549.250000 Penalty: 4761.439453
	Iteration 6F: 3 clusters Score -1791549 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1791913.750000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1791914 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1792197.375000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1792197 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1792388.750000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1792389 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1792519.125000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1792519 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1792609.875000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1792610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1792676.875000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1792677 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1792716.750000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1792717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1792756.500000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1792756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1792776.125000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1792776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1792802.750000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1792803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1792820.375000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1792820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1792842.000000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1792842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1792847.625000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1792848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1792860.375000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1792860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1792873.750000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1792874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1792877.875000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1792878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1792884.000000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1792884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1792895.375000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1792895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1792902.625000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1792903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1792905.250000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1792905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1792908.625000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1792909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1792911.750000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1792912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1792913.625000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1792914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1792911.000000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1792911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1792913.000000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1792913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1792912.625000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1792913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1792909.375000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1792909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1792913.625000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1792914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1792914.000000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1792914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1792918.500000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1792918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1792925.000000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1792925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1792925.125000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1792925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1792921.000000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1792921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1792927.375000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1792927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1792929.875000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1792930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1792928.125000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1792928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1792929.125000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1792929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1792932.500000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1792932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1792933.375000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1792933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1792934.500000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1792934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1792931.750000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1792932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1792930.250000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1792930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1792932.500000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1792932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1792934.500000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1792934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1792933.250000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1792933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1792933.250000 Penalty: 4761.439453
	Iteration 52F: 3 clusters Score -1792933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -163282.359375 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -163282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -160999.078125 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -160999.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161422.062500 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -161422.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161547.781250 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -161547.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161636.484375 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -161636.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161696.515625 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -161696.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161754.000000 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -161754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161794.234375 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -161794.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -161822.218750 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -161822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161847.343750 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -161847.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161878.250000 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -161878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161910.515625 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -161910.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161951.250000 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -161951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161990.390625 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -161990.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -162032.968750 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -162033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -162084.062500 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -162084.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162159.140625 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -162159.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162241.828125 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -162241.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162308.140625 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -162308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -162342.671875 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -162342.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162373.953125 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -162374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162416.750000 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -162416.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -162477.187500 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -162477.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -162523.250000 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -162523.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162574.640625 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -162574.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162617.781250 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -162617.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162633.593750 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -162633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162641.812500 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -162641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162645.578125 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -162645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162648.062500 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -162648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162654.468750 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -162654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162660.718750 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -162660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -162675.062500 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -162675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -162688.671875 Penalty: 3631.965088
	Iteration 32Q: 3 clusters Score -162688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -162697.906250 Penalty: 3631.965088
	Iteration 33Q: 3 clusters Score -162697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162701.078125 Penalty: 3631.965088
	Iteration 34Q: 3 clusters Score -162701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162702.937500 Penalty: 3631.965088
	Iteration 35Q: 3 clusters Score -162702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162702.937500 Penalty: 3631.965088
	Iteration 36F: 3 clusters Score -162702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Entering Unmasked Estep 
Score: -1180100.250000 Penalty: 2269.346191
	Iteration 0F: 2 clusters Score -1180100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1172791.250000 Penalty: 4538.692383
	Iteration 0F: 3 clusters Score -1172791 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1175022.875000 Penalty: 4538.692383
	Iteration 1F: 3 clusters Score -1175023 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1175381.875000 Penalty: 4538.692383
	Iteration 2F: 3 clusters Score -1175382 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1175667.750000 Penalty: 4538.692383
	Iteration 3F: 3 clusters Score -1175668 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1175921.125000 Penalty: 4538.692383
	Iteration 4Q: 3 clusters Score -1175921 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1176198.625000 Penalty: 4538.692383
	Iteration 5Q: 3 clusters Score -1176199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1176470.250000 Penalty: 4538.692383
	Iteration 6Q: 3 clusters Score -1176470 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1176740.500000 Penalty: 4538.692383
	Iteration 7Q: 3 clusters Score -1176740 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1177040.000000 Penalty: 4538.692383
	Iteration 8Q: 3 clusters Score -1177040 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1177287.500000 Penalty: 4538.692383
	Iteration 9Q: 3 clusters Score -1177288 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1177523.000000 Penalty: 4538.692383
	Iteration 10Q: 3 clusters Score -1177523 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1177671.000000 Penalty: 4538.692383
	Iteration 11Q: 3 clusters Score -1177671 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1177766.000000 Penalty: 4538.692383
	Iteration 12Q: 3 clusters Score -1177766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1177844.625000 Penalty: 4538.692383
	Iteration 13Q: 3 clusters Score -1177845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1177902.750000 Penalty: 4538.692383
	Iteration 14Q: 3 clusters Score -1177903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1177943.625000 Penalty: 4538.692383
	Iteration 15Q: 3 clusters Score -1177944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1177980.000000 Penalty: 4538.692383
	Iteration 16Q: 3 clusters Score -1177980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1177998.625000 Penalty: 4538.692383
	Iteration 17Q: 3 clusters Score -1177999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1178015.250000 Penalty: 4538.692383
	Iteration 18Q: 3 clusters Score -1178015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1178032.750000 Penalty: 4538.692383
	Iteration 19Q: 3 clusters Score -1178033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1178046.500000 Penalty: 4538.692383
	Iteration 20F: 3 clusters Score -1178046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1178059.625000 Penalty: 4538.692383
	Iteration 21Q: 3 clusters Score -1178060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1178068.625000 Penalty: 4538.692383
	Iteration 22Q: 3 clusters Score -1178069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1178079.875000 Penalty: 4538.692383
	Iteration 23Q: 3 clusters Score -1178080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1178088.750000 Penalty: 4538.692383
	Iteration 24Q: 3 clusters Score -1178089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1178098.375000 Penalty: 4538.692383
	Iteration 25Q: 3 clusters Score -1178098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1178106.625000 Penalty: 4538.692383
	Iteration 26Q: 3 clusters Score -1178107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1178112.000000 Penalty: 4538.692383
	Iteration 27Q: 3 clusters Score -1178112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1178121.500000 Penalty: 4538.692383
	Iteration 28Q: 3 clusters Score -1178122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1178131.875000 Penalty: 4538.692383
	Iteration 29Q: 3 clusters Score -1178132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1178134.250000 Penalty: 4538.692383
	Iteration 30Q: 3 clusters Score -1178134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1178137.875000 Penalty: 4538.692383
	Iteration 31Q: 3 clusters Score -1178138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1178139.000000 Penalty: 4538.692383
	Iteration 32Q: 3 clusters Score -1178139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1178142.000000 Penalty: 4538.692383
	Iteration 33Q: 3 clusters Score -1178142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1178144.250000 Penalty: 4538.692383
	Iteration 34Q: 3 clusters Score -1178144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1178144.250000 Penalty: 4538.692383
	Iteration 35F: 3 clusters Score -1178144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Entering Unmasked Estep 
Score: -3487197.000000 Penalty: 2524.917480
	Iteration 0F: 2 clusters Score -3487197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3469082.250000 Penalty: 5049.834961
	Iteration 0F: 3 clusters Score -3469082 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3475458.500000 Penalty: 5049.834961
	Iteration 1F: 3 clusters Score -3475458 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3475891.250000 Penalty: 5049.834961
	Iteration 2Q: 3 clusters Score -3475891 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3476224.000000 Penalty: 5049.834961
	Iteration 3Q: 3 clusters Score -3476224 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3476515.250000 Penalty: 5049.834961
	Iteration 4Q: 3 clusters Score -3476515 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3476780.250000 Penalty: 5049.834961
	Iteration 5Q: 3 clusters Score -3476780 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3477048.000000 Penalty: 5049.834961
	Iteration 6Q: 3 clusters Score -3477048 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3477348.000000 Penalty: 5049.834961
	Iteration 7Q: 3 clusters Score -3477348 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3477734.250000 Penalty: 5049.834961
	Iteration 8Q: 3 clusters Score -3477734 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3478321.750000 Penalty: 5049.834961
	Iteration 9Q: 3 clusters Score -3478322 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3479152.500000 Penalty: 5049.834961
	Iteration 10F: 3 clusters Score -3479152 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3480361.000000 Penalty: 5049.834961
	Iteration 11F: 3 clusters Score -3480361 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3481740.000000 Penalty: 5049.834961
	Iteration 12F: 3 clusters Score -3481740 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3483047.250000 Penalty: 5049.834961
	Iteration 13F: 3 clusters Score -3483047 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3483926.500000 Penalty: 5049.834961
	Iteration 14Q: 3 clusters Score -3483926 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3484436.750000 Penalty: 5049.834961
	Iteration 15Q: 3 clusters Score -3484437 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3484692.750000 Penalty: 5049.834961
	Iteration 16Q: 3 clusters Score -3484693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3484821.250000 Penalty: 5049.834961
	Iteration 17Q: 3 clusters Score -3484821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3484892.500000 Penalty: 5049.834961
	Iteration 18Q: 3 clusters Score -3484892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3484936.000000 Penalty: 5049.834961
	Iteration 19Q: 3 clusters Score -3484936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3484954.500000 Penalty: 5049.834961
	Iteration 20F: 3 clusters Score -3484954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3484978.500000 Penalty: 5049.834961
	Iteration 21Q: 3 clusters Score -3484978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3484988.500000 Penalty: 5049.834961
	Iteration 22Q: 3 clusters Score -3484988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3484989.500000 Penalty: 5049.834961
	Iteration 23Q: 3 clusters Score -3484990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3484992.500000 Penalty: 5049.834961
	Iteration 24Q: 3 clusters Score -3484992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3484992.500000 Penalty: 5049.834961
	Iteration 25F: 3 clusters Score -3484992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Entering Unmasked Estep 
Score: -2333866.250000 Penalty: 2425.093994
	Iteration 0F: 2 clusters Score -2333866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2321297.000000 Penalty: 4850.187988
	Iteration 0F: 3 clusters Score -2321297 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2325439.000000 Penalty: 4850.187988
	Iteration 1F: 3 clusters Score -2325439 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2325789.500000 Penalty: 4850.187988
	Iteration 2F: 3 clusters Score -2325790 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2326138.500000 Penalty: 4850.187988
	Iteration 3Q: 3 clusters Score -2326138 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2326543.750000 Penalty: 4850.187988
	Iteration 4Q: 3 clusters Score -2326544 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2327032.500000 Penalty: 4850.187988
	Iteration 5F: 3 clusters Score -2327032 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2327677.000000 Penalty: 4850.187988
	Iteration 6F: 3 clusters Score -2327677 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2328448.250000 Penalty: 4850.187988
	Iteration 7F: 3 clusters Score -2328448 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2329339.000000 Penalty: 4850.187988
	Iteration 8F: 3 clusters Score -2329339 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2330161.750000 Penalty: 4850.187988
	Iteration 9F: 3 clusters Score -2330162 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2330783.250000 Penalty: 4850.187988
	Iteration 10Q: 3 clusters Score -2330783 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2331225.250000 Penalty: 4850.187988
	Iteration 11Q: 3 clusters Score -2331225 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2331473.250000 Penalty: 4850.187988
	Iteration 12Q: 3 clusters Score -2331473 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2331680.500000 Penalty: 4850.187988
	Iteration 13Q: 3 clusters Score -2331680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2331782.000000 Penalty: 4850.187988
	Iteration 14Q: 3 clusters Score -2331782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2331836.250000 Penalty: 4850.187988
	Iteration 15Q: 3 clusters Score -2331836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2331865.250000 Penalty: 4850.187988
	Iteration 16Q: 3 clusters Score -2331865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2331893.250000 Penalty: 4850.187988
	Iteration 17Q: 3 clusters Score -2331893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2331917.000000 Penalty: 4850.187988
	Iteration 18Q: 3 clusters Score -2331917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2331924.750000 Penalty: 4850.187988
	Iteration 19Q: 3 clusters Score -2331925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2331931.750000 Penalty: 4850.187988
	Iteration 20F: 3 clusters Score -2331932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2331940.500000 Penalty: 4850.187988
	Iteration 21Q: 3 clusters Score -2331940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2331941.000000 Penalty: 4850.187988
	Iteration 22Q: 3 clusters Score -2331941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2331941.000000 Penalty: 4850.187988
	Iteration 23Q: 3 clusters Score -2331941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2331944.750000 Penalty: 4850.187988
	Iteration 24Q: 3 clusters Score -2331945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2331950.500000 Penalty: 4850.187988
	Iteration 25Q: 3 clusters Score -2331950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2331953.750000 Penalty: 4850.187988
	Iteration 26Q: 3 clusters Score -2331954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2331956.250000 Penalty: 4850.187988
	Iteration 27Q: 3 clusters Score -2331956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2331960.500000 Penalty: 4850.187988
	Iteration 28Q: 3 clusters Score -2331960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2331966.250000 Penalty: 4850.187988
	Iteration 29Q: 3 clusters Score -2331966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2331970.500000 Penalty: 4850.187988
	Iteration 30Q: 3 clusters Score -2331970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2331975.250000 Penalty: 4850.187988
	Iteration 31Q: 3 clusters Score -2331975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2331978.750000 Penalty: 4850.187988
	Iteration 32Q: 3 clusters Score -2331979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2331981.750000 Penalty: 4850.187988
	Iteration 33Q: 3 clusters Score -2331982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2331983.000000 Penalty: 4850.187988
	Iteration 34Q: 3 clusters Score -2331983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2331983.750000 Penalty: 4850.187988
	Iteration 35Q: 3 clusters Score -2331984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2331984.500000 Penalty: 4850.187988
	Iteration 36Q: 3 clusters Score -2331984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2331984.500000 Penalty: 4850.187988
	Iteration 37F: 3 clusters Score -2331984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -324157.125000 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -324157.1 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 1276 members 
Entering Unmasked Estep 
Score: -321162.468750 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -321162.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321746.750000 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -321746.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -321896.125000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -321896.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -321974.843750 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -321974.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -322020.031250 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -322020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322053.000000 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -322053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -322087.875000 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -322087.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -322122.312500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -322122.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -322150.656250 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -322150.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -322175.718750 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -322175.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -322195.093750 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -322195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322207.968750 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -322208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -322216.218750 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -322216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322221.625000 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -322221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -322228.343750 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -322228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -322232.906250 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -322232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -322236.562500 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -322236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -322240.093750 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -322240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -322241.750000 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -322241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -322241.750000 Penalty: 3892.877686
	Iteration 19F: 3 clusters Score -322241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -1692789.625000 Penalty: 2359.836426
	Iteration 0F: 2 clusters Score -1692790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1682986.375000 Penalty: 4719.672852
	Iteration 0F: 3 clusters Score -1682986 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1686230.125000 Penalty: 4719.672852
	Iteration 1F: 3 clusters Score -1686230 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1686699.125000 Penalty: 4719.672852
	Iteration 2F: 3 clusters Score -1686699 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1687162.750000 Penalty: 4719.672852
	Iteration 3F: 3 clusters Score -1687163 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1687577.750000 Penalty: 4719.672852
	Iteration 4F: 3 clusters Score -1687578 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1687992.375000 Penalty: 4719.672852
	Iteration 5F: 3 clusters Score -1687992 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1688437.750000 Penalty: 4719.672852
	Iteration 6F: 3 clusters Score -1688438 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1688869.000000 Penalty: 4719.672852
	Iteration 7Q: 3 clusters Score -1688869 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1689256.125000 Penalty: 4719.672852
	Iteration 8Q: 3 clusters Score -1689256 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1689637.125000 Penalty: 4719.672852
	Iteration 9Q: 3 clusters Score -1689637 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1690016.750000 Penalty: 4719.672852
	Iteration 10Q: 3 clusters Score -1690017 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1690376.375000 Penalty: 4719.672852
	Iteration 11Q: 3 clusters Score -1690376 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1690735.750000 Penalty: 4719.672852
	Iteration 12Q: 3 clusters Score -1690736 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1691087.000000 Penalty: 4719.672852
	Iteration 13Q: 3 clusters Score -1691087 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1691322.000000 Penalty: 4719.672852
	Iteration 14Q: 3 clusters Score -1691322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1691484.000000 Penalty: 4719.672852
	Iteration 15Q: 3 clusters Score -1691484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1691564.875000 Penalty: 4719.672852
	Iteration 16Q: 3 clusters Score -1691565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1691621.000000 Penalty: 4719.672852
	Iteration 17Q: 3 clusters Score -1691621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1691646.000000 Penalty: 4719.672852
	Iteration 18Q: 3 clusters Score -1691646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1691658.875000 Penalty: 4719.672852
	Iteration 19Q: 3 clusters Score -1691659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1691677.500000 Penalty: 4719.672852
	Iteration 20F: 3 clusters Score -1691678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1691695.500000 Penalty: 4719.672852
	Iteration 21Q: 3 clusters Score -1691696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1691712.000000 Penalty: 4719.672852
	Iteration 22Q: 3 clusters Score -1691712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1691730.500000 Penalty: 4719.672852
	Iteration 23Q: 3 clusters Score -1691730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1691742.250000 Penalty: 4719.672852
	Iteration 24Q: 3 clusters Score -1691742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1691759.250000 Penalty: 4719.672852
	Iteration 25Q: 3 clusters Score -1691759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1691778.625000 Penalty: 4719.672852
	Iteration 26Q: 3 clusters Score -1691779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1691791.250000 Penalty: 4719.672852
	Iteration 27Q: 3 clusters Score -1691791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1691800.000000 Penalty: 4719.672852
	Iteration 28Q: 3 clusters Score -1691800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1691806.500000 Penalty: 4719.672852
	Iteration 29Q: 3 clusters Score -1691806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1691815.000000 Penalty: 4719.672852
	Iteration 30Q: 3 clusters Score -1691815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1691821.000000 Penalty: 4719.672852
	Iteration 31Q: 3 clusters Score -1691821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1691832.250000 Penalty: 4719.672852
	Iteration 32Q: 3 clusters Score -1691832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1691840.250000 Penalty: 4719.672852
	Iteration 33Q: 3 clusters Score -1691840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1691845.375000 Penalty: 4719.672852
	Iteration 34Q: 3 clusters Score -1691845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1691862.000000 Penalty: 4719.672852
	Iteration 35Q: 3 clusters Score -1691862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1691878.500000 Penalty: 4719.672852
	Iteration 36Q: 3 clusters Score -1691878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1691895.125000 Penalty: 4719.672852
	Iteration 37Q: 3 clusters Score -1691895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1691913.500000 Penalty: 4719.672852
	Iteration 38Q: 3 clusters Score -1691914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1691946.500000 Penalty: 4719.672852
	Iteration 39Q: 3 clusters Score -1691946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1691986.125000 Penalty: 4719.672852
	Iteration 40F: 3 clusters Score -1691986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1692015.375000 Penalty: 4719.672852
	Iteration 41Q: 3 clusters Score -1692015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1692040.125000 Penalty: 4719.672852
	Iteration 42Q: 3 clusters Score -1692040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1692055.875000 Penalty: 4719.672852
	Iteration 43Q: 3 clusters Score -1692056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1692065.125000 Penalty: 4719.672852
	Iteration 44Q: 3 clusters Score -1692065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1692075.000000 Penalty: 4719.672852
	Iteration 45Q: 3 clusters Score -1692075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1692084.500000 Penalty: 4719.672852
	Iteration 46Q: 3 clusters Score -1692084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1692089.250000 Penalty: 4719.672852
	Iteration 47Q: 3 clusters Score -1692089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1692087.875000 Penalty: 4719.672852
	Iteration 48Q: 3 clusters Score -1692088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1692090.750000 Penalty: 4719.672852
	Iteration 49Q: 3 clusters Score -1692091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1692091.250000 Penalty: 4719.672852
	Iteration 50Q: 3 clusters Score -1692091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1692091.375000 Penalty: 4719.672852
	Iteration 51Q: 3 clusters Score -1692091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1692092.125000 Penalty: 4719.672852
	Iteration 52Q: 3 clusters Score -1692092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1692091.875000 Penalty: 4719.672852
	Iteration 53Q: 3 clusters Score -1692092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1692093.250000 Penalty: 4719.672852
	Iteration 54Q: 3 clusters Score -1692093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1692093.750000 Penalty: 4719.672852
	Iteration 55Q: 3 clusters Score -1692094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1692094.750000 Penalty: 4719.672852
	Iteration 56Q: 3 clusters Score -1692095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1692093.500000 Penalty: 4719.672852
	Iteration 57Q: 3 clusters Score -1692094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1692095.000000 Penalty: 4719.672852
	Iteration 58Q: 3 clusters Score -1692095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1692095.375000 Penalty: 4719.672852
	Iteration 59Q: 3 clusters Score -1692095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1692096.750000 Penalty: 4719.672852
	Iteration 60F: 3 clusters Score -1692097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1692098.250000 Penalty: 4719.672852
	Iteration 61Q: 3 clusters Score -1692098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1692097.250000 Penalty: 4719.672852
	Iteration 62Q: 3 clusters Score -1692097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1692097.250000 Penalty: 4719.672852
	Iteration 63F: 3 clusters Score -1692097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -128501.937500 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -128501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126417.890625 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -126417.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -127137.187500 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -127137.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127720.687500 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -127720.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128249.625000 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -128249.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -128456.914062 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -128456.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -128565.921875 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -128565.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -128612.796875 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -128612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -128630.562500 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -128630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -128650.554688 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -128650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -128661.484375 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -128661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -128662.578125 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -128662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -128664.195312 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -128664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -128664.195312 Penalty: 3582.754639
	Iteration 12F: 3 clusters Score -128664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51915 members 
Mstep: Class 9 contains 349947 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 1044 members 
Entering Unmasked Estep 
Score: -104953768.000000 Penalty: 125167.218750
Splitting cluster 17 changes total score from -104955144.000000 to -104953768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1445528.750000 Penalty: 2315.175781
	Iteration 0F: 2 clusters Score -1445529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1437101.750000 Penalty: 4630.351562
	Iteration 0F: 3 clusters Score -1437102 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1439571.000000 Penalty: 4630.351562
	Iteration 1F: 3 clusters Score -1439571 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1439825.250000 Penalty: 4630.351562
	Iteration 2F: 3 clusters Score -1439825 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1440025.250000 Penalty: 4630.351562
	Iteration 3Q: 3 clusters Score -1440025 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1440182.750000 Penalty: 4630.351562
	Iteration 4Q: 3 clusters Score -1440183 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1440342.125000 Penalty: 4630.351562
	Iteration 5Q: 3 clusters Score -1440342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1440502.500000 Penalty: 4630.351562
	Iteration 6Q: 3 clusters Score -1440502 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1440687.000000 Penalty: 4630.351562
	Iteration 7Q: 3 clusters Score -1440687 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1440878.125000 Penalty: 4630.351562
	Iteration 8Q: 3 clusters Score -1440878 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1441080.250000 Penalty: 4630.351562
	Iteration 9Q: 3 clusters Score -1441080 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1441319.625000 Penalty: 4630.351562
	Iteration 10Q: 3 clusters Score -1441320 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1441580.625000 Penalty: 4630.351562
	Iteration 11Q: 3 clusters Score -1441581 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1441880.125000 Penalty: 4630.351562
	Iteration 12Q: 3 clusters Score -1441880 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1442175.250000 Penalty: 4630.351562
	Iteration 13Q: 3 clusters Score -1442175 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1442434.500000 Penalty: 4630.351562
	Iteration 14Q: 3 clusters Score -1442434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1442669.500000 Penalty: 4630.351562
	Iteration 15Q: 3 clusters Score -1442670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1442882.375000 Penalty: 4630.351562
	Iteration 16Q: 3 clusters Score -1442882 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1443056.625000 Penalty: 4630.351562
	Iteration 17Q: 3 clusters Score -1443057 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1443210.625000 Penalty: 4630.351562
	Iteration 18Q: 3 clusters Score -1443211 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1443321.750000 Penalty: 4630.351562
	Iteration 19Q: 3 clusters Score -1443322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1443395.000000 Penalty: 4630.351562
	Iteration 20F: 3 clusters Score -1443395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1443458.000000 Penalty: 4630.351562
	Iteration 21Q: 3 clusters Score -1443458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1443503.125000 Penalty: 4630.351562
	Iteration 22Q: 3 clusters Score -1443503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1443534.375000 Penalty: 4630.351562
	Iteration 23Q: 3 clusters Score -1443534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1443562.375000 Penalty: 4630.351562
	Iteration 24Q: 3 clusters Score -1443562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1443586.250000 Penalty: 4630.351562
	Iteration 25Q: 3 clusters Score -1443586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1443599.125000 Penalty: 4630.351562
	Iteration 26Q: 3 clusters Score -1443599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1443608.125000 Penalty: 4630.351562
	Iteration 27Q: 3 clusters Score -1443608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1443610.750000 Penalty: 4630.351562
	Iteration 28Q: 3 clusters Score -1443611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1443615.250000 Penalty: 4630.351562
	Iteration 29Q: 3 clusters Score -1443615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1443625.375000 Penalty: 4630.351562
	Iteration 30Q: 3 clusters Score -1443625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1443626.000000 Penalty: 4630.351562
	Iteration 31Q: 3 clusters Score -1443626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1443628.500000 Penalty: 4630.351562
	Iteration 32Q: 3 clusters Score -1443628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1443628.500000 Penalty: 4630.351562
	Iteration 33F: 3 clusters Score -1443628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Entering Unmasked Estep 
Score: -4679169.500000 Penalty: 2601.698242
	Iteration 0F: 2 clusters Score -4679170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4654670.000000 Penalty: 5203.396484
	Iteration 0F: 3 clusters Score -4654670 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4663679.000000 Penalty: 5203.396484
	Iteration 1F: 3 clusters Score -4663679 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4664376.000000 Penalty: 5203.396484
	Iteration 2Q: 3 clusters Score -4664376 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4665176.000000 Penalty: 5203.396484
	Iteration 3F: 3 clusters Score -4665176 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4666382.000000 Penalty: 5203.396484
	Iteration 4F: 3 clusters Score -4666382 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4668054.500000 Penalty: 5203.396484
	Iteration 5F: 3 clusters Score -4668054 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -4670420.000000 Penalty: 5203.396484
	Iteration 6F: 3 clusters Score -4670420 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4672937.000000 Penalty: 5203.396484
	Iteration 7F: 3 clusters Score -4672937 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4674897.000000 Penalty: 5203.396484
	Iteration 8F: 3 clusters Score -4674897 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4676043.000000 Penalty: 5203.396484
	Iteration 9Q: 3 clusters Score -4676043 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4676490.000000 Penalty: 5203.396484
	Iteration 10Q: 3 clusters Score -4676490 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4676666.500000 Penalty: 5203.396484
	Iteration 11Q: 3 clusters Score -4676666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4676752.500000 Penalty: 5203.396484
	Iteration 12Q: 3 clusters Score -4676752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4676807.000000 Penalty: 5203.396484
	Iteration 13Q: 3 clusters Score -4676807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4676841.000000 Penalty: 5203.396484
	Iteration 14Q: 3 clusters Score -4676841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4676858.500000 Penalty: 5203.396484
	Iteration 15Q: 3 clusters Score -4676858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4676872.000000 Penalty: 5203.396484
	Iteration 16Q: 3 clusters Score -4676872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4676885.000000 Penalty: 5203.396484
	Iteration 17Q: 3 clusters Score -4676885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4676889.000000 Penalty: 5203.396484
	Iteration 18Q: 3 clusters Score -4676889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4676904.500000 Penalty: 5203.396484
	Iteration 19Q: 3 clusters Score -4676904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4676913.000000 Penalty: 5203.396484
	Iteration 20F: 3 clusters Score -4676913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4676925.000000 Penalty: 5203.396484
	Iteration 21Q: 3 clusters Score -4676925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4676928.500000 Penalty: 5203.396484
	Iteration 22Q: 3 clusters Score -4676928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4676932.000000 Penalty: 5203.396484
	Iteration 23Q: 3 clusters Score -4676932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4676932.000000 Penalty: 5203.396484
	Iteration 24F: 3 clusters Score -4676932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -46393.722656 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46393.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44949.199219 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44949.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45396.335938 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -45396.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46008.800781 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -46008.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46322.167969 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -46322.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46416.230469 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -46416.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46464.292969 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -46464.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46552.031250 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -46552.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46648.824219 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -46648.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46739.769531 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -46739.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46775.117188 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -46775.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46777.320312 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -46777.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46777.320312 Penalty: 3026.869141
	Iteration 11F: 3 clusters Score -46777.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51915 members 
Mstep: Class 9 contains 349947 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 169 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 278 members 
Entering Unmasked Estep 
Score: -104953640.000000 Penalty: 125167.218750
Splitting cluster 20 changes total score from -104955144.000000 to -104953640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (44603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Entering Unmasked Estep 
Score: -5680397.500000 Penalty: 2654.978027
	Iteration 0F: 2 clusters Score -5680398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5650144.500000 Penalty: 5309.956055
	Iteration 0F: 3 clusters Score -5650144 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5661714.000000 Penalty: 5309.956055
	Iteration 1F: 3 clusters Score -5661714 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5662243.000000 Penalty: 5309.956055
	Iteration 2Q: 3 clusters Score -5662243 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5662755.000000 Penalty: 5309.956055
	Iteration 3Q: 3 clusters Score -5662755 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5663249.500000 Penalty: 5309.956055
	Iteration 4Q: 3 clusters Score -5663250 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5663689.000000 Penalty: 5309.956055
	Iteration 5Q: 3 clusters Score -5663689 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5664214.000000 Penalty: 5309.956055
	Iteration 6Q: 3 clusters Score -5664214 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -5664708.000000 Penalty: 5309.956055
	Iteration 7Q: 3 clusters Score -5664708 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -5665291.500000 Penalty: 5309.956055
	Iteration 8Q: 3 clusters Score -5665292 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5665891.500000 Penalty: 5309.956055
	Iteration 9Q: 3 clusters Score -5665892 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5666459.000000 Penalty: 5309.956055
	Iteration 10Q: 3 clusters Score -5666459 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5667001.500000 Penalty: 5309.956055
	Iteration 11Q: 3 clusters Score -5667002 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5667675.000000 Penalty: 5309.956055
	Iteration 12Q: 3 clusters Score -5667675 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5668326.000000 Penalty: 5309.956055
	Iteration 13Q: 3 clusters Score -5668326 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5669036.500000 Penalty: 5309.956055
	Iteration 14Q: 3 clusters Score -5669036 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5669955.500000 Penalty: 5309.956055
	Iteration 15Q: 3 clusters Score -5669956 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5671150.500000 Penalty: 5309.956055
	Iteration 16Q: 3 clusters Score -5671150 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5672650.000000 Penalty: 5309.956055
	Iteration 17Q: 3 clusters Score -5672650 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -5674384.000000 Penalty: 5309.956055
	Iteration 18Q: 3 clusters Score -5674384 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5675724.500000 Penalty: 5309.956055
	Iteration 19Q: 3 clusters Score -5675724 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5676578.500000 Penalty: 5309.956055
	Iteration 20F: 3 clusters Score -5676578 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5677013.500000 Penalty: 5309.956055
	Iteration 21Q: 3 clusters Score -5677014 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5677280.500000 Penalty: 5309.956055
	Iteration 22Q: 3 clusters Score -5677280 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5677514.000000 Penalty: 5309.956055
	Iteration 23Q: 3 clusters Score -5677514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5677651.500000 Penalty: 5309.956055
	Iteration 24Q: 3 clusters Score -5677652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5677767.000000 Penalty: 5309.956055
	Iteration 25Q: 3 clusters Score -5677767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5677813.000000 Penalty: 5309.956055
	Iteration 26Q: 3 clusters Score -5677813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5677872.000000 Penalty: 5309.956055
	Iteration 27Q: 3 clusters Score -5677872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5677899.500000 Penalty: 5309.956055
	Iteration 28Q: 3 clusters Score -5677900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5677934.000000 Penalty: 5309.956055
	Iteration 29Q: 3 clusters Score -5677934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5677963.500000 Penalty: 5309.956055
	Iteration 30Q: 3 clusters Score -5677964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5677993.000000 Penalty: 5309.956055
	Iteration 31Q: 3 clusters Score -5677993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5678007.500000 Penalty: 5309.956055
	Iteration 32Q: 3 clusters Score -5678008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5678028.500000 Penalty: 5309.956055
	Iteration 33Q: 3 clusters Score -5678028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5678027.500000 Penalty: 5309.956055
	Iteration 34Q: 3 clusters Score -5678028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5678036.500000 Penalty: 5309.956055
	Iteration 35Q: 3 clusters Score -5678036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5678047.500000 Penalty: 5309.956055
	Iteration 36Q: 3 clusters Score -5678048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5678064.500000 Penalty: 5309.956055
	Iteration 37Q: 3 clusters Score -5678064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5678069.500000 Penalty: 5309.956055
	Iteration 38Q: 3 clusters Score -5678070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5678066.000000 Penalty: 5309.956055
	Iteration 39Q: 3 clusters Score -5678066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5678073.500000 Penalty: 5309.956055
	Iteration 40F: 3 clusters Score -5678074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5678085.500000 Penalty: 5309.956055
	Iteration 41Q: 3 clusters Score -5678086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5678089.500000 Penalty: 5309.956055
	Iteration 42Q: 3 clusters Score -5678090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5678087.500000 Penalty: 5309.956055
	Iteration 43Q: 3 clusters Score -5678088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5678090.000000 Penalty: 5309.956055
	Iteration 44Q: 3 clusters Score -5678090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5678089.500000 Penalty: 5309.956055
	Iteration 45Q: 3 clusters Score -5678090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5678089.500000 Penalty: 5309.956055
	Iteration 46F: 3 clusters Score -5678090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Entering Unmasked Estep 
Score: -2996003.750000 Penalty: 2493.716309
	Iteration 0F: 2 clusters Score -2996004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2979737.750000 Penalty: 4987.432617
	Iteration 0F: 3 clusters Score -2979738 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2985862.000000 Penalty: 4987.432617
	Iteration 1F: 3 clusters Score -2985862 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2986950.250000 Penalty: 4987.432617
	Iteration 2F: 3 clusters Score -2986950 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2988054.500000 Penalty: 4987.432617
	Iteration 3F: 3 clusters Score -2988054 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2989213.500000 Penalty: 4987.432617
	Iteration 4F: 3 clusters Score -2989214 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2990287.500000 Penalty: 4987.432617
	Iteration 5F: 3 clusters Score -2990288 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2991351.000000 Penalty: 4987.432617
	Iteration 6F: 3 clusters Score -2991351 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2992316.250000 Penalty: 4987.432617
	Iteration 7F: 3 clusters Score -2992316 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2993097.000000 Penalty: 4987.432617
	Iteration 8F: 3 clusters Score -2993097 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2993684.500000 Penalty: 4987.432617
	Iteration 9Q: 3 clusters Score -2993684 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2994136.500000 Penalty: 4987.432617
	Iteration 10Q: 3 clusters Score -2994136 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2994428.000000 Penalty: 4987.432617
	Iteration 11Q: 3 clusters Score -2994428 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2994630.750000 Penalty: 4987.432617
	Iteration 12Q: 3 clusters Score -2994631 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2994767.000000 Penalty: 4987.432617
	Iteration 13Q: 3 clusters Score -2994767 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2994898.000000 Penalty: 4987.432617
	Iteration 14Q: 3 clusters Score -2994898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2994957.500000 Penalty: 4987.432617
	Iteration 15Q: 3 clusters Score -2994958 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2995021.000000 Penalty: 4987.432617
	Iteration 16Q: 3 clusters Score -2995021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2995048.750000 Penalty: 4987.432617
	Iteration 17Q: 3 clusters Score -2995049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2995084.000000 Penalty: 4987.432617
	Iteration 18Q: 3 clusters Score -2995084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2995104.000000 Penalty: 4987.432617
	Iteration 19Q: 3 clusters Score -2995104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2995126.750000 Penalty: 4987.432617
	Iteration 20F: 3 clusters Score -2995127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2995139.750000 Penalty: 4987.432617
	Iteration 21Q: 3 clusters Score -2995140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2995145.500000 Penalty: 4987.432617
	Iteration 22Q: 3 clusters Score -2995146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2995156.250000 Penalty: 4987.432617
	Iteration 23Q: 3 clusters Score -2995156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2995153.500000 Penalty: 4987.432617
	Iteration 24Q: 3 clusters Score -2995154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2995164.750000 Penalty: 4987.432617
	Iteration 25Q: 3 clusters Score -2995165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2995171.500000 Penalty: 4987.432617
	Iteration 26Q: 3 clusters Score -2995172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2995186.750000 Penalty: 4987.432617
	Iteration 27Q: 3 clusters Score -2995187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2995191.250000 Penalty: 4987.432617
	Iteration 28Q: 3 clusters Score -2995191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2995195.000000 Penalty: 4987.432617
	Iteration 29Q: 3 clusters Score -2995195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2995199.750000 Penalty: 4987.432617
	Iteration 30Q: 3 clusters Score -2995200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2995208.750000 Penalty: 4987.432617
	Iteration 31Q: 3 clusters Score -2995209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2995220.000000 Penalty: 4987.432617
	Iteration 32Q: 3 clusters Score -2995220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2995227.000000 Penalty: 4987.432617
	Iteration 33Q: 3 clusters Score -2995227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2995234.250000 Penalty: 4987.432617
	Iteration 34Q: 3 clusters Score -2995234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2995243.750000 Penalty: 4987.432617
	Iteration 35Q: 3 clusters Score -2995244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2995243.750000 Penalty: 4987.432617
	Iteration 36Q: 3 clusters Score -2995244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2995254.500000 Penalty: 4987.432617
	Iteration 37Q: 3 clusters Score -2995254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2995258.500000 Penalty: 4987.432617
	Iteration 38Q: 3 clusters Score -2995258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2995257.250000 Penalty: 4987.432617
	Iteration 39Q: 3 clusters Score -2995257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2995261.000000 Penalty: 4987.432617
	Iteration 40F: 3 clusters Score -2995261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2995268.500000 Penalty: 4987.432617
	Iteration 41Q: 3 clusters Score -2995268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2995271.500000 Penalty: 4987.432617
	Iteration 42Q: 3 clusters Score -2995272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2995275.000000 Penalty: 4987.432617
	Iteration 43Q: 3 clusters Score -2995275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2995279.250000 Penalty: 4987.432617
	Iteration 44Q: 3 clusters Score -2995279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2995287.250000 Penalty: 4987.432617
	Iteration 45Q: 3 clusters Score -2995287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2995286.000000 Penalty: 4987.432617
	Iteration 46Q: 3 clusters Score -2995286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2995285.000000 Penalty: 4987.432617
	Iteration 47Q: 3 clusters Score -2995285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2995296.750000 Penalty: 4987.432617
	Iteration 48Q: 3 clusters Score -2995297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2995296.000000 Penalty: 4987.432617
	Iteration 49Q: 3 clusters Score -2995296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2995302.250000 Penalty: 4987.432617
	Iteration 50Q: 3 clusters Score -2995302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2995299.750000 Penalty: 4987.432617
	Iteration 51Q: 3 clusters Score -2995300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2995298.500000 Penalty: 4987.432617
	Iteration 52Q: 3 clusters Score -2995298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2995298.000000 Penalty: 4987.432617
	Iteration 53Q: 3 clusters Score -2995298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2995294.750000 Penalty: 4987.432617
	Iteration 54Q: 3 clusters Score -2995295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2995296.750000 Penalty: 4987.432617
	Iteration 55Q: 3 clusters Score -2995297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2995296.000000 Penalty: 4987.432617
	Iteration 56Q: 3 clusters Score -2995296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2995297.000000 Penalty: 4987.432617
	Iteration 57Q: 3 clusters Score -2995297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2995305.000000 Penalty: 4987.432617
	Iteration 58Q: 3 clusters Score -2995305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2995305.000000 Penalty: 4987.432617
	Iteration 59Q: 3 clusters Score -2995305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2995305.250000 Penalty: 4987.432617
	Iteration 60F: 3 clusters Score -2995305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2995310.750000 Penalty: 4987.432617
	Iteration 61Q: 3 clusters Score -2995311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2995308.750000 Penalty: 4987.432617
	Iteration 62Q: 3 clusters Score -2995309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2995312.250000 Penalty: 4987.432617
	Iteration 63Q: 3 clusters Score -2995312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2995311.500000 Penalty: 4987.432617
	Iteration 64Q: 3 clusters Score -2995312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2995309.750000 Penalty: 4987.432617
	Iteration 65Q: 3 clusters Score -2995310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2995312.250000 Penalty: 4987.432617
	Iteration 66Q: 3 clusters Score -2995312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2995313.250000 Penalty: 4987.432617
	Iteration 67Q: 3 clusters Score -2995313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2995314.250000 Penalty: 4987.432617
	Iteration 68Q: 3 clusters Score -2995314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2995312.000000 Penalty: 4987.432617
	Iteration 69Q: 3 clusters Score -2995312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2995310.750000 Penalty: 4987.432617
	Iteration 70Q: 3 clusters Score -2995311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2995309.500000 Penalty: 4987.432617
	Iteration 71Q: 3 clusters Score -2995310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2995309.500000 Penalty: 4987.432617
	Iteration 72F: 3 clusters Score -2995310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -528430.375000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -528430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -524286.312500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -524286.3 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -525199.500000 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -525199.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -525391.250000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -525391.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -525532.375000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -525532.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -525648.937500 Penalty: 4152.938965
	Iteration 4Q: 3 clusters Score -525648.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -525740.187500 Penalty: 4152.938965
	Iteration 5Q: 3 clusters Score -525740.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -525828.875000 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -525828.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -525921.687500 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -525921.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -526007.812500 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -526007.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -526117.125000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -526117.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -526227.500000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -526227.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -526357.937500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -526357.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -526469.250000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -526469.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -526561.812500 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -526561.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -526644.000000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -526644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -526704.812500 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -526704.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -526759.937500 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -526759.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -526805.812500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -526805.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -526836.875000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -526836.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -526871.312500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -526871.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -526903.187500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -526903.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -526934.000000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -526934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -526963.187500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -526963.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -526986.750000 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -526986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -527002.875000 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -527002.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -527016.750000 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -527016.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -527026.687500 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -527026.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -527032.625000 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -527032.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -527038.062500 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -527038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -527040.312500 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -527040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -527043.312500 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -527043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -527051.437500 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -527051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -527058.375000 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -527058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -527062.187500 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -527062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -527066.187500 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -527066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -527074.125000 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -527074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -527082.812500 Penalty: 4152.938965
	Iteration 36Q: 3 clusters Score -527082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -527090.500000 Penalty: 4152.938965
	Iteration 37Q: 3 clusters Score -527090.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -527097.375000 Penalty: 4152.938965
	Iteration 38Q: 3 clusters Score -527097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -527104.250000 Penalty: 4152.938965
	Iteration 39Q: 3 clusters Score -527104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -527108.312500 Penalty: 4152.938965
	Iteration 40F: 3 clusters Score -527108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -527111.687500 Penalty: 4152.938965
	Iteration 41Q: 3 clusters Score -527111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -527112.437500 Penalty: 4152.938965
	Iteration 42Q: 3 clusters Score -527112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -527114.437500 Penalty: 4152.938965
	Iteration 43Q: 3 clusters Score -527114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -527117.937500 Penalty: 4152.938965
	Iteration 44Q: 3 clusters Score -527117.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -527120.625000 Penalty: 4152.938965
	Iteration 45Q: 3 clusters Score -527120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -527123.375000 Penalty: 4152.938965
	Iteration 46Q: 3 clusters Score -527123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -527128.562500 Penalty: 4152.938965
	Iteration 47Q: 3 clusters Score -527128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -527135.312500 Penalty: 4152.938965
	Iteration 48Q: 3 clusters Score -527135.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -527147.937500 Penalty: 4152.938965
	Iteration 49Q: 3 clusters Score -527147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -527160.562500 Penalty: 4152.938965
	Iteration 50Q: 3 clusters Score -527160.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -527171.687500 Penalty: 4152.938965
	Iteration 51Q: 3 clusters Score -527171.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -527178.375000 Penalty: 4152.938965
	Iteration 52Q: 3 clusters Score -527178.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -527184.500000 Penalty: 4152.938965
	Iteration 53Q: 3 clusters Score -527184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -527190.062500 Penalty: 4152.938965
	Iteration 54Q: 3 clusters Score -527190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -527191.500000 Penalty: 4152.938965
	Iteration 55Q: 3 clusters Score -527191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -527194.937500 Penalty: 4152.938965
	Iteration 56Q: 3 clusters Score -527194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -527197.500000 Penalty: 4152.938965
	Iteration 57Q: 3 clusters Score -527197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -527199.250000 Penalty: 4152.938965
	Iteration 58Q: 3 clusters Score -527199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -527200.125000 Penalty: 4152.938965
	Iteration 59Q: 3 clusters Score -527200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -527202.187500 Penalty: 4152.938965
	Iteration 60F: 3 clusters Score -527202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1703720.375000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1703720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1692869.375000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1692869 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1696379.875000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1696380 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1696829.375000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1696829 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1697231.000000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1697231 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1697602.750000 Penalty: 4772.505371
	Iteration 4F: 3 clusters Score -1697603 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1697959.000000 Penalty: 4772.505371
	Iteration 5Q: 3 clusters Score -1697959 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1698323.125000 Penalty: 4772.505371
	Iteration 6Q: 3 clusters Score -1698323 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1698653.125000 Penalty: 4772.505371
	Iteration 7Q: 3 clusters Score -1698653 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1698921.750000 Penalty: 4772.505371
	Iteration 8Q: 3 clusters Score -1698922 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1699204.500000 Penalty: 4772.505371
	Iteration 9Q: 3 clusters Score -1699204 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1699501.125000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1699501 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1699827.500000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1699828 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1700139.250000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1700139 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1700414.250000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1700414 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1700728.375000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1700728 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1701038.000000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1701038 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1701330.375000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1701330 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1701571.875000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1701572 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1701736.625000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1701737 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1701861.500000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1701862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1701967.375000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1701967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1702038.500000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1702038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1702077.000000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1702077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1702111.375000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1702111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1702138.500000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1702138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1702173.125000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1702173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1702199.750000 Penalty: 4772.505371
	Iteration 26Q: 3 clusters Score -1702200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1702227.000000 Penalty: 4772.505371
	Iteration 27Q: 3 clusters Score -1702227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1702241.625000 Penalty: 4772.505371
	Iteration 28Q: 3 clusters Score -1702242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1702256.375000 Penalty: 4772.505371
	Iteration 29Q: 3 clusters Score -1702256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1702270.000000 Penalty: 4772.505371
	Iteration 30Q: 3 clusters Score -1702270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1702270.500000 Penalty: 4772.505371
	Iteration 31Q: 3 clusters Score -1702270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1702276.125000 Penalty: 4772.505371
	Iteration 32Q: 3 clusters Score -1702276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1702282.000000 Penalty: 4772.505371
	Iteration 33Q: 3 clusters Score -1702282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1702283.875000 Penalty: 4772.505371
	Iteration 34Q: 3 clusters Score -1702284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1702284.250000 Penalty: 4772.505371
	Iteration 35Q: 3 clusters Score -1702284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1702287.500000 Penalty: 4772.505371
	Iteration 36Q: 3 clusters Score -1702288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1702289.875000 Penalty: 4772.505371
	Iteration 37Q: 3 clusters Score -1702290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1702292.375000 Penalty: 4772.505371
	Iteration 38Q: 3 clusters Score -1702292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1702291.250000 Penalty: 4772.505371
	Iteration 39Q: 3 clusters Score -1702291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1702291.250000 Penalty: 4772.505371
	Iteration 40F: 3 clusters Score -1702291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Entering Unmasked Estep 
Score: -1979480.750000 Penalty: 2384.554443
	Iteration 0F: 2 clusters Score -1979481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1968600.500000 Penalty: 4769.108887
	Iteration 0F: 3 clusters Score -1968600 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1971985.625000 Penalty: 4769.108887
	Iteration 1F: 3 clusters Score -1971986 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1972333.750000 Penalty: 4769.108887
	Iteration 2F: 3 clusters Score -1972334 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1972642.750000 Penalty: 4769.108887
	Iteration 3Q: 3 clusters Score -1972643 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1972898.250000 Penalty: 4769.108887
	Iteration 4Q: 3 clusters Score -1972898 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1973142.250000 Penalty: 4769.108887
	Iteration 5Q: 3 clusters Score -1973142 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1973383.000000 Penalty: 4769.108887
	Iteration 6Q: 3 clusters Score -1973383 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1973627.000000 Penalty: 4769.108887
	Iteration 7Q: 3 clusters Score -1973627 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1973870.375000 Penalty: 4769.108887
	Iteration 8Q: 3 clusters Score -1973870 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1974110.500000 Penalty: 4769.108887
	Iteration 9Q: 3 clusters Score -1974110 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1974357.000000 Penalty: 4769.108887
	Iteration 10Q: 3 clusters Score -1974357 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1974605.500000 Penalty: 4769.108887
	Iteration 11Q: 3 clusters Score -1974606 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1974892.500000 Penalty: 4769.108887
	Iteration 12Q: 3 clusters Score -1974892 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1975184.375000 Penalty: 4769.108887
	Iteration 13Q: 3 clusters Score -1975184 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1975446.875000 Penalty: 4769.108887
	Iteration 14Q: 3 clusters Score -1975447 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1975666.500000 Penalty: 4769.108887
	Iteration 15Q: 3 clusters Score -1975666 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1975856.875000 Penalty: 4769.108887
	Iteration 16Q: 3 clusters Score -1975857 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1976011.625000 Penalty: 4769.108887
	Iteration 17Q: 3 clusters Score -1976012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1976131.250000 Penalty: 4769.108887
	Iteration 18Q: 3 clusters Score -1976131 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1976256.125000 Penalty: 4769.108887
	Iteration 19Q: 3 clusters Score -1976256 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1976372.875000 Penalty: 4769.108887
	Iteration 20F: 3 clusters Score -1976373 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1976464.750000 Penalty: 4769.108887
	Iteration 21Q: 3 clusters Score -1976465 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1976542.625000 Penalty: 4769.108887
	Iteration 22Q: 3 clusters Score -1976543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1976630.375000 Penalty: 4769.108887
	Iteration 23Q: 3 clusters Score -1976630 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1976685.125000 Penalty: 4769.108887
	Iteration 24Q: 3 clusters Score -1976685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1976735.000000 Penalty: 4769.108887
	Iteration 25Q: 3 clusters Score -1976735 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1976787.750000 Penalty: 4769.108887
	Iteration 26Q: 3 clusters Score -1976788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1976842.500000 Penalty: 4769.108887
	Iteration 27Q: 3 clusters Score -1976842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1976896.875000 Penalty: 4769.108887
	Iteration 28Q: 3 clusters Score -1976897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1976924.000000 Penalty: 4769.108887
	Iteration 29Q: 3 clusters Score -1976924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1976967.750000 Penalty: 4769.108887
	Iteration 30Q: 3 clusters Score -1976968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1976995.500000 Penalty: 4769.108887
	Iteration 31Q: 3 clusters Score -1976996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1977025.500000 Penalty: 4769.108887
	Iteration 32Q: 3 clusters Score -1977026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1977056.375000 Penalty: 4769.108887
	Iteration 33Q: 3 clusters Score -1977056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1977084.750000 Penalty: 4769.108887
	Iteration 34Q: 3 clusters Score -1977085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1977111.250000 Penalty: 4769.108887
	Iteration 35Q: 3 clusters Score -1977111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1977120.750000 Penalty: 4769.108887
	Iteration 36Q: 3 clusters Score -1977121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1977138.750000 Penalty: 4769.108887
	Iteration 37Q: 3 clusters Score -1977139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1977152.375000 Penalty: 4769.108887
	Iteration 38Q: 3 clusters Score -1977152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1977165.500000 Penalty: 4769.108887
	Iteration 39Q: 3 clusters Score -1977166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1977174.125000 Penalty: 4769.108887
	Iteration 40F: 3 clusters Score -1977174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1977182.750000 Penalty: 4769.108887
	Iteration 41Q: 3 clusters Score -1977183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1977186.250000 Penalty: 4769.108887
	Iteration 42Q: 3 clusters Score -1977186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1977195.500000 Penalty: 4769.108887
	Iteration 43Q: 3 clusters Score -1977196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1977199.125000 Penalty: 4769.108887
	Iteration 44Q: 3 clusters Score -1977199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1977204.250000 Penalty: 4769.108887
	Iteration 45Q: 3 clusters Score -1977204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1977207.500000 Penalty: 4769.108887
	Iteration 46Q: 3 clusters Score -1977208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1977207.250000 Penalty: 4769.108887
	Iteration 47Q: 3 clusters Score -1977207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1977212.250000 Penalty: 4769.108887
	Iteration 48Q: 3 clusters Score -1977212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1977212.625000 Penalty: 4769.108887
	Iteration 49Q: 3 clusters Score -1977213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1977214.000000 Penalty: 4769.108887
	Iteration 50Q: 3 clusters Score -1977214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1977217.375000 Penalty: 4769.108887
	Iteration 51Q: 3 clusters Score -1977217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1977219.250000 Penalty: 4769.108887
	Iteration 52Q: 3 clusters Score -1977219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1977221.875000 Penalty: 4769.108887
	Iteration 53Q: 3 clusters Score -1977222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1977222.625000 Penalty: 4769.108887
	Iteration 54Q: 3 clusters Score -1977223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1977223.375000 Penalty: 4769.108887
	Iteration 55Q: 3 clusters Score -1977223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1977226.625000 Penalty: 4769.108887
	Iteration 56Q: 3 clusters Score -1977227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1977230.125000 Penalty: 4769.108887
	Iteration 57Q: 3 clusters Score -1977230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1977233.250000 Penalty: 4769.108887
	Iteration 58Q: 3 clusters Score -1977233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1977238.500000 Penalty: 4769.108887
	Iteration 59Q: 3 clusters Score -1977238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1977236.500000 Penalty: 4769.108887
	Iteration 60F: 3 clusters Score -1977236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1977242.625000 Penalty: 4769.108887
	Iteration 61Q: 3 clusters Score -1977243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1977248.500000 Penalty: 4769.108887
	Iteration 62Q: 3 clusters Score -1977248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1977252.125000 Penalty: 4769.108887
	Iteration 63Q: 3 clusters Score -1977252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1977255.250000 Penalty: 4769.108887
	Iteration 64Q: 3 clusters Score -1977255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1977254.250000 Penalty: 4769.108887
	Iteration 65Q: 3 clusters Score -1977254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1977256.250000 Penalty: 4769.108887
	Iteration 66Q: 3 clusters Score -1977256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1977258.750000 Penalty: 4769.108887
	Iteration 67Q: 3 clusters Score -1977259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1977257.625000 Penalty: 4769.108887
	Iteration 68Q: 3 clusters Score -1977258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1977260.000000 Penalty: 4769.108887
	Iteration 69Q: 3 clusters Score -1977260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1977260.500000 Penalty: 4769.108887
	Iteration 70Q: 3 clusters Score -1977260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1977258.875000 Penalty: 4769.108887
	Iteration 71Q: 3 clusters Score -1977259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1977258.875000 Penalty: 4769.108887
	Iteration 72F: 3 clusters Score -1977259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -437924.125000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -437924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -434348.375000 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -434348.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -435094.687500 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -435094.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -435267.750000 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -435267.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435367.906250 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -435367.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -435451.187500 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -435451.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435518.781250 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -435518.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -435568.468750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -435568.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435611.718750 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -435611.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -435640.500000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -435640.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435666.531250 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -435666.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -435692.187500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -435692.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -435713.406250 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -435713.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -435737.062500 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -435737.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -435754.937500 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -435754.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435778.625000 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -435778.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -435799.531250 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -435799.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -435815.375000 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -435815.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -435837.593750 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -435837.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435857.906250 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -435857.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -435869.437500 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -435869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -435881.500000 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -435881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -435894.125000 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -435894.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -435909.468750 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -435909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -435916.375000 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -435916.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435926.687500 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -435926.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -435935.218750 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -435935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -435940.000000 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -435940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -435946.281250 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -435946.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -435953.031250 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -435953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -435954.875000 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -435954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -435958.093750 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -435958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -435959.593750 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -435959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -435959.656250 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -435959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -435959.281250 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -435959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -435960.062500 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -435960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -435960.062500 Penalty: 4041.629150
	Iteration 35F: 3 clusters Score -435960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -258111.515625 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -258111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -255421.296875 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -255421.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -255928.140625 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -255928.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -256064.968750 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -256065 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -256134.906250 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -256134.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -256179.609375 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -256179.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256199.265625 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -256199.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256210.968750 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -256211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256216.500000 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -256216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -256221.468750 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -256221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -256227.078125 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -256227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256231.656250 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -256231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -256233.343750 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -256233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -256235.250000 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -256235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -256236.906250 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -256236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -256240.796875 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -256240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -256243.406250 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -256243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256247.437500 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -256247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -256252.187500 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -256252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -256257.125000 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -256257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -256260.421875 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -256260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256263.031250 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -256263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256267.203125 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -256267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256274.109375 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -256274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256280.375000 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -256280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -256287.125000 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -256287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256289.437500 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -256289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -256290.843750 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -256290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -256292.187500 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -256292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -256292.718750 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -256292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -256293.140625 Penalty: 3798.012207
	Iteration 29Q: 3 clusters Score -256293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -256293.140625 Penalty: 3798.012207
	Iteration 30F: 3 clusters Score -256293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Entering Unmasked Estep 
Score: -980785.562500 Penalty: 2257.151611
	Iteration 0F: 2 clusters Score -980785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -973870.750000 Penalty: 4514.303223
	Iteration 0F: 3 clusters Score -973870.8 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -976278.437500 Penalty: 4514.303223
	Iteration 1F: 3 clusters Score -976278.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -977242.312500 Penalty: 4514.303223
	Iteration 2F: 3 clusters Score -977242.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -978148.312500 Penalty: 4514.303223
	Iteration 3F: 3 clusters Score -978148.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -978736.125000 Penalty: 4514.303223
	Iteration 4F: 3 clusters Score -978736.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -979097.937500 Penalty: 4514.303223
	Iteration 5F: 3 clusters Score -979097.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -979323.625000 Penalty: 4514.303223
	Iteration 6Q: 3 clusters Score -979323.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -979483.187500 Penalty: 4514.303223
	Iteration 7Q: 3 clusters Score -979483.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -979607.000000 Penalty: 4514.303223
	Iteration 8Q: 3 clusters Score -979607 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -979709.687500 Penalty: 4514.303223
	Iteration 9Q: 3 clusters Score -979709.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -979793.500000 Penalty: 4514.303223
	Iteration 10Q: 3 clusters Score -979793.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -979873.812500 Penalty: 4514.303223
	Iteration 11Q: 3 clusters Score -979873.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -979943.750000 Penalty: 4514.303223
	Iteration 12Q: 3 clusters Score -979943.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -979995.937500 Penalty: 4514.303223
	Iteration 13Q: 3 clusters Score -979995.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -980042.500000 Penalty: 4514.303223
	Iteration 14Q: 3 clusters Score -980042.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -980092.437500 Penalty: 4514.303223
	Iteration 15Q: 3 clusters Score -980092.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -980140.625000 Penalty: 4514.303223
	Iteration 16Q: 3 clusters Score -980140.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -980175.562500 Penalty: 4514.303223
	Iteration 17Q: 3 clusters Score -980175.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -980202.187500 Penalty: 4514.303223
	Iteration 18Q: 3 clusters Score -980202.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -980225.000000 Penalty: 4514.303223
	Iteration 19Q: 3 clusters Score -980225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -980243.937500 Penalty: 4514.303223
	Iteration 20F: 3 clusters Score -980243.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -980257.750000 Penalty: 4514.303223
	Iteration 21Q: 3 clusters Score -980257.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -980269.062500 Penalty: 4514.303223
	Iteration 22Q: 3 clusters Score -980269.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -980280.937500 Penalty: 4514.303223
	Iteration 23Q: 3 clusters Score -980280.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -980289.937500 Penalty: 4514.303223
	Iteration 24Q: 3 clusters Score -980289.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -980300.000000 Penalty: 4514.303223
	Iteration 25Q: 3 clusters Score -980300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -980307.437500 Penalty: 4514.303223
	Iteration 26Q: 3 clusters Score -980307.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -980315.500000 Penalty: 4514.303223
	Iteration 27Q: 3 clusters Score -980315.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -980321.437500 Penalty: 4514.303223
	Iteration 28Q: 3 clusters Score -980321.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -980325.437500 Penalty: 4514.303223
	Iteration 29Q: 3 clusters Score -980325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -980325.562500 Penalty: 4514.303223
	Iteration 30Q: 3 clusters Score -980325.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -980328.937500 Penalty: 4514.303223
	Iteration 31Q: 3 clusters Score -980328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -980331.437500 Penalty: 4514.303223
	Iteration 32Q: 3 clusters Score -980331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -980332.062500 Penalty: 4514.303223
	Iteration 33Q: 3 clusters Score -980332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -980332.312500 Penalty: 4514.303223
	Iteration 34Q: 3 clusters Score -980332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -980329.125000 Penalty: 4514.303223
	Iteration 35Q: 3 clusters Score -980329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -980329.125000 Penalty: 4514.303223
	Iteration 36F: 3 clusters Score -980329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Entering Unmasked Estep 
Score: -6573075.500000 Penalty: 2684.611084
	Iteration 0F: 2 clusters Score -6573076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6539210.500000 Penalty: 5369.222168
	Iteration 0F: 3 clusters Score -6539210 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -6551998.000000 Penalty: 5369.222168
	Iteration 1F: 3 clusters Score -6551998 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6552618.000000 Penalty: 5369.222168
	Iteration 2Q: 3 clusters Score -6552618 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6553229.500000 Penalty: 5369.222168
	Iteration 3Q: 3 clusters Score -6553230 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -6553901.500000 Penalty: 5369.222168
	Iteration 4Q: 3 clusters Score -6553902 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6554684.500000 Penalty: 5369.222168
	Iteration 5Q: 3 clusters Score -6554684 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6555695.500000 Penalty: 5369.222168
	Iteration 6Q: 3 clusters Score -6555696 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -6557100.000000 Penalty: 5369.222168
	Iteration 7Q: 3 clusters Score -6557100 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6558943.500000 Penalty: 5369.222168
	Iteration 8F: 3 clusters Score -6558944 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -6561288.500000 Penalty: 5369.222168
	Iteration 9F: 3 clusters Score -6561288 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -6563843.500000 Penalty: 5369.222168
	Iteration 10F: 3 clusters Score -6563844 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6565937.000000 Penalty: 5369.222168
	Iteration 11Q: 3 clusters Score -6565937 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6567218.500000 Penalty: 5369.222168
	Iteration 12Q: 3 clusters Score -6567218 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -6567899.500000 Penalty: 5369.222168
	Iteration 13Q: 3 clusters Score -6567900 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -6568207.000000 Penalty: 5369.222168
	Iteration 14Q: 3 clusters Score -6568207 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -6568389.500000 Penalty: 5369.222168
	Iteration 15Q: 3 clusters Score -6568390 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6568525.500000 Penalty: 5369.222168
	Iteration 16Q: 3 clusters Score -6568526 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -6568668.000000 Penalty: 5369.222168
	Iteration 17Q: 3 clusters Score -6568668 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6568762.000000 Penalty: 5369.222168
	Iteration 18Q: 3 clusters Score -6568762 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6568841.000000 Penalty: 5369.222168
	Iteration 19Q: 3 clusters Score -6568841 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -6568902.000000 Penalty: 5369.222168
	Iteration 20F: 3 clusters Score -6568902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -6568959.000000 Penalty: 5369.222168
	Iteration 21Q: 3 clusters Score -6568959 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -6569037.000000 Penalty: 5369.222168
	Iteration 22Q: 3 clusters Score -6569037 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6569108.500000 Penalty: 5369.222168
	Iteration 23Q: 3 clusters Score -6569108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6569203.000000 Penalty: 5369.222168
	Iteration 24Q: 3 clusters Score -6569203 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6569262.500000 Penalty: 5369.222168
	Iteration 25Q: 3 clusters Score -6569262 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6569331.000000 Penalty: 5369.222168
	Iteration 26Q: 3 clusters Score -6569331 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6569409.000000 Penalty: 5369.222168
	Iteration 27Q: 3 clusters Score -6569409 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -6569484.500000 Penalty: 5369.222168
	Iteration 28Q: 3 clusters Score -6569484 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6569549.500000 Penalty: 5369.222168
	Iteration 29Q: 3 clusters Score -6569550 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6569639.000000 Penalty: 5369.222168
	Iteration 30Q: 3 clusters Score -6569639 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -6569720.000000 Penalty: 5369.222168
	Iteration 31Q: 3 clusters Score -6569720 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -6569795.500000 Penalty: 5369.222168
	Iteration 32Q: 3 clusters Score -6569796 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6569852.500000 Penalty: 5369.222168
	Iteration 33Q: 3 clusters Score -6569852 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -6569918.000000 Penalty: 5369.222168
	Iteration 34Q: 3 clusters Score -6569918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6569974.500000 Penalty: 5369.222168
	Iteration 35Q: 3 clusters Score -6569974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6570027.500000 Penalty: 5369.222168
	Iteration 36Q: 3 clusters Score -6570028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6570098.000000 Penalty: 5369.222168
	Iteration 37Q: 3 clusters Score -6570098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -6570184.000000 Penalty: 5369.222168
	Iteration 38Q: 3 clusters Score -6570184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6570238.000000 Penalty: 5369.222168
	Iteration 39Q: 3 clusters Score -6570238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6570287.000000 Penalty: 5369.222168
	Iteration 40F: 3 clusters Score -6570287 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6570349.000000 Penalty: 5369.222168
	Iteration 41Q: 3 clusters Score -6570349 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6570425.500000 Penalty: 5369.222168
	Iteration 42Q: 3 clusters Score -6570426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6570449.500000 Penalty: 5369.222168
	Iteration 43Q: 3 clusters Score -6570450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6570504.500000 Penalty: 5369.222168
	Iteration 44Q: 3 clusters Score -6570504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6570549.000000 Penalty: 5369.222168
	Iteration 45Q: 3 clusters Score -6570549 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6570591.000000 Penalty: 5369.222168
	Iteration 46Q: 3 clusters Score -6570591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6570624.500000 Penalty: 5369.222168
	Iteration 47Q: 3 clusters Score -6570624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6570655.000000 Penalty: 5369.222168
	Iteration 48Q: 3 clusters Score -6570655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6570680.000000 Penalty: 5369.222168
	Iteration 49Q: 3 clusters Score -6570680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6570707.000000 Penalty: 5369.222168
	Iteration 50Q: 3 clusters Score -6570707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6570712.500000 Penalty: 5369.222168
	Iteration 51Q: 3 clusters Score -6570712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6570730.000000 Penalty: 5369.222168
	Iteration 52Q: 3 clusters Score -6570730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6570755.500000 Penalty: 5369.222168
	Iteration 53Q: 3 clusters Score -6570756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6570758.500000 Penalty: 5369.222168
	Iteration 54Q: 3 clusters Score -6570758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6570776.500000 Penalty: 5369.222168
	Iteration 55Q: 3 clusters Score -6570776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6570773.000000 Penalty: 5369.222168
	Iteration 56Q: 3 clusters Score -6570773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6570785.000000 Penalty: 5369.222168
	Iteration 57Q: 3 clusters Score -6570785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6570789.000000 Penalty: 5369.222168
	Iteration 58Q: 3 clusters Score -6570789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6570800.000000 Penalty: 5369.222168
	Iteration 59Q: 3 clusters Score -6570800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6570801.500000 Penalty: 5369.222168
	Iteration 60F: 3 clusters Score -6570802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6570815.500000 Penalty: 5369.222168
	Iteration 61Q: 3 clusters Score -6570816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6570824.500000 Penalty: 5369.222168
	Iteration 62Q: 3 clusters Score -6570824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6570830.000000 Penalty: 5369.222168
	Iteration 63Q: 3 clusters Score -6570830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6570836.000000 Penalty: 5369.222168
	Iteration 64Q: 3 clusters Score -6570836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6570835.500000 Penalty: 5369.222168
	Iteration 65Q: 3 clusters Score -6570836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6570836.000000 Penalty: 5369.222168
	Iteration 66Q: 3 clusters Score -6570836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6570843.500000 Penalty: 5369.222168
	Iteration 67Q: 3 clusters Score -6570844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6570847.000000 Penalty: 5369.222168
	Iteration 68Q: 3 clusters Score -6570847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6570846.000000 Penalty: 5369.222168
	Iteration 69Q: 3 clusters Score -6570846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6570845.000000 Penalty: 5369.222168
	Iteration 70Q: 3 clusters Score -6570845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6570846.000000 Penalty: 5369.222168
	Iteration 71Q: 3 clusters Score -6570846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6570852.000000 Penalty: 5369.222168
	Iteration 72Q: 3 clusters Score -6570852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6570857.500000 Penalty: 5369.222168
	Iteration 73Q: 3 clusters Score -6570858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6570868.500000 Penalty: 5369.222168
	Iteration 74Q: 3 clusters Score -6570868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6570866.500000 Penalty: 5369.222168
	Iteration 75Q: 3 clusters Score -6570866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6570869.500000 Penalty: 5369.222168
	Iteration 76Q: 3 clusters Score -6570870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6570873.000000 Penalty: 5369.222168
	Iteration 77Q: 3 clusters Score -6570873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6570877.000000 Penalty: 5369.222168
	Iteration 78Q: 3 clusters Score -6570877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6570873.500000 Penalty: 5369.222168
	Iteration 79Q: 3 clusters Score -6570874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6570870.500000 Penalty: 5369.222168
	Iteration 80F: 3 clusters Score -6570870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6570880.000000 Penalty: 5369.222168
	Iteration 81Q: 3 clusters Score -6570880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6570884.500000 Penalty: 5369.222168
	Iteration 82Q: 3 clusters Score -6570884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6570880.500000 Penalty: 5369.222168
	Iteration 83Q: 3 clusters Score -6570880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6570879.500000 Penalty: 5369.222168
	Iteration 84Q: 3 clusters Score -6570880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6570875.000000 Penalty: 5369.222168
	Iteration 85Q: 3 clusters Score -6570875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6570873.500000 Penalty: 5369.222168
	Iteration 86Q: 3 clusters Score -6570874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6570870.000000 Penalty: 5369.222168
	Iteration 87Q: 3 clusters Score -6570870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6570872.000000 Penalty: 5369.222168
	Iteration 88Q: 3 clusters Score -6570872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6570867.500000 Penalty: 5369.222168
	Iteration 89Q: 3 clusters Score -6570868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6570869.500000 Penalty: 5369.222168
	Iteration 90Q: 3 clusters Score -6570870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6570871.500000 Penalty: 5369.222168
	Iteration 91Q: 3 clusters Score -6570872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6570871.500000 Penalty: 5369.222168
	Iteration 92Q: 3 clusters Score -6570872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6570873.500000 Penalty: 5369.222168
	Iteration 93Q: 3 clusters Score -6570874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6570875.000000 Penalty: 5369.222168
	Iteration 94Q: 3 clusters Score -6570875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6570879.500000 Penalty: 5369.222168
	Iteration 95Q: 3 clusters Score -6570880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6570877.500000 Penalty: 5369.222168
	Iteration 96Q: 3 clusters Score -6570878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6570880.000000 Penalty: 5369.222168
	Iteration 97Q: 3 clusters Score -6570880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6570873.500000 Penalty: 5369.222168
	Iteration 98Q: 3 clusters Score -6570874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6570872.000000 Penalty: 5369.222168
	Iteration 99Q: 3 clusters Score -6570872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6570876.000000 Penalty: 5369.222168
	Iteration 100F: 3 clusters Score -6570876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6570884.500000 Penalty: 5369.222168
	Iteration 101Q: 3 clusters Score -6570884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6570878.000000 Penalty: 5369.222168
	Iteration 102Q: 3 clusters Score -6570878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6570872.000000 Penalty: 5369.222168
	Iteration 103Q: 3 clusters Score -6570872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6570872.000000 Penalty: 5369.222168
	Iteration 104F: 3 clusters Score -6570872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Entering Unmasked Estep 
Score: -1884061.625000 Penalty: 2372.503174
	Iteration 0F: 2 clusters Score -1884062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1873592.750000 Penalty: 4745.006348
	Iteration 0F: 3 clusters Score -1873593 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1876919.000000 Penalty: 4745.006348
	Iteration 1F: 3 clusters Score -1876919 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1877230.000000 Penalty: 4745.006348
	Iteration 2F: 3 clusters Score -1877230 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1877480.375000 Penalty: 4745.006348
	Iteration 3Q: 3 clusters Score -1877480 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1877683.750000 Penalty: 4745.006348
	Iteration 4Q: 3 clusters Score -1877684 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1877884.250000 Penalty: 4745.006348
	Iteration 5Q: 3 clusters Score -1877884 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1878060.000000 Penalty: 4745.006348
	Iteration 6Q: 3 clusters Score -1878060 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1878228.125000 Penalty: 4745.006348
	Iteration 7Q: 3 clusters Score -1878228 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1878411.375000 Penalty: 4745.006348
	Iteration 8Q: 3 clusters Score -1878411 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1878616.875000 Penalty: 4745.006348
	Iteration 9Q: 3 clusters Score -1878617 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1878853.125000 Penalty: 4745.006348
	Iteration 10Q: 3 clusters Score -1878853 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1879121.250000 Penalty: 4745.006348
	Iteration 11Q: 3 clusters Score -1879121 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1879424.125000 Penalty: 4745.006348
	Iteration 12Q: 3 clusters Score -1879424 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1879708.000000 Penalty: 4745.006348
	Iteration 13Q: 3 clusters Score -1879708 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1879974.125000 Penalty: 4745.006348
	Iteration 14Q: 3 clusters Score -1879974 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1880213.625000 Penalty: 4745.006348
	Iteration 15Q: 3 clusters Score -1880214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1880400.500000 Penalty: 4745.006348
	Iteration 16Q: 3 clusters Score -1880400 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1880545.250000 Penalty: 4745.006348
	Iteration 17Q: 3 clusters Score -1880545 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1880692.625000 Penalty: 4745.006348
	Iteration 18Q: 3 clusters Score -1880693 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1880834.125000 Penalty: 4745.006348
	Iteration 19Q: 3 clusters Score -1880834 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1880948.375000 Penalty: 4745.006348
	Iteration 20F: 3 clusters Score -1880948 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1881072.250000 Penalty: 4745.006348
	Iteration 21Q: 3 clusters Score -1881072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1881172.375000 Penalty: 4745.006348
	Iteration 22Q: 3 clusters Score -1881172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1881267.375000 Penalty: 4745.006348
	Iteration 23Q: 3 clusters Score -1881267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1881337.750000 Penalty: 4745.006348
	Iteration 24Q: 3 clusters Score -1881338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1881411.875000 Penalty: 4745.006348
	Iteration 25Q: 3 clusters Score -1881412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1881474.125000 Penalty: 4745.006348
	Iteration 26Q: 3 clusters Score -1881474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1881535.125000 Penalty: 4745.006348
	Iteration 27Q: 3 clusters Score -1881535 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1881596.875000 Penalty: 4745.006348
	Iteration 28Q: 3 clusters Score -1881597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1881651.000000 Penalty: 4745.006348
	Iteration 29Q: 3 clusters Score -1881651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1881709.125000 Penalty: 4745.006348
	Iteration 30Q: 3 clusters Score -1881709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1881753.750000 Penalty: 4745.006348
	Iteration 31Q: 3 clusters Score -1881754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1881792.250000 Penalty: 4745.006348
	Iteration 32Q: 3 clusters Score -1881792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1881845.625000 Penalty: 4745.006348
	Iteration 33Q: 3 clusters Score -1881846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1881875.125000 Penalty: 4745.006348
	Iteration 34Q: 3 clusters Score -1881875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1881900.000000 Penalty: 4745.006348
	Iteration 35Q: 3 clusters Score -1881900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1881919.125000 Penalty: 4745.006348
	Iteration 36Q: 3 clusters Score -1881919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1881932.250000 Penalty: 4745.006348
	Iteration 37Q: 3 clusters Score -1881932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1881948.125000 Penalty: 4745.006348
	Iteration 38Q: 3 clusters Score -1881948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1881962.375000 Penalty: 4745.006348
	Iteration 39Q: 3 clusters Score -1881962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1881974.875000 Penalty: 4745.006348
	Iteration 40F: 3 clusters Score -1881975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1881979.750000 Penalty: 4745.006348
	Iteration 41Q: 3 clusters Score -1881980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1881984.750000 Penalty: 4745.006348
	Iteration 42Q: 3 clusters Score -1881985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1881991.375000 Penalty: 4745.006348
	Iteration 43Q: 3 clusters Score -1881991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1881995.625000 Penalty: 4745.006348
	Iteration 44Q: 3 clusters Score -1881996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1881998.000000 Penalty: 4745.006348
	Iteration 45Q: 3 clusters Score -1881998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1881998.625000 Penalty: 4745.006348
	Iteration 46Q: 3 clusters Score -1881999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1882002.250000 Penalty: 4745.006348
	Iteration 47Q: 3 clusters Score -1882002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1882007.750000 Penalty: 4745.006348
	Iteration 48Q: 3 clusters Score -1882008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1882008.125000 Penalty: 4745.006348
	Iteration 49Q: 3 clusters Score -1882008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1882008.000000 Penalty: 4745.006348
	Iteration 50Q: 3 clusters Score -1882008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1882008.125000 Penalty: 4745.006348
	Iteration 51Q: 3 clusters Score -1882008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1882010.875000 Penalty: 4745.006348
	Iteration 52Q: 3 clusters Score -1882011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1882011.625000 Penalty: 4745.006348
	Iteration 53Q: 3 clusters Score -1882012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1882013.375000 Penalty: 4745.006348
	Iteration 54Q: 3 clusters Score -1882013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1882016.500000 Penalty: 4745.006348
	Iteration 55Q: 3 clusters Score -1882016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1882013.625000 Penalty: 4745.006348
	Iteration 56Q: 3 clusters Score -1882014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1882016.000000 Penalty: 4745.006348
	Iteration 57Q: 3 clusters Score -1882016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1882015.750000 Penalty: 4745.006348
	Iteration 58Q: 3 clusters Score -1882016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1882021.125000 Penalty: 4745.006348
	Iteration 59Q: 3 clusters Score -1882021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1882024.500000 Penalty: 4745.006348
	Iteration 60F: 3 clusters Score -1882024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1882026.125000 Penalty: 4745.006348
	Iteration 61Q: 3 clusters Score -1882026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1882026.625000 Penalty: 4745.006348
	Iteration 62Q: 3 clusters Score -1882027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1882027.625000 Penalty: 4745.006348
	Iteration 63Q: 3 clusters Score -1882028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1882030.625000 Penalty: 4745.006348
	Iteration 64Q: 3 clusters Score -1882031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1882031.125000 Penalty: 4745.006348
	Iteration 65Q: 3 clusters Score -1882031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1882032.250000 Penalty: 4745.006348
	Iteration 66Q: 3 clusters Score -1882032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1882032.250000 Penalty: 4745.006348
	Iteration 67F: 3 clusters Score -1882032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -35390.843750 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -35390.84 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 161 members 
Entering Unmasked Estep 
Score: -34134.734375 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -34134.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34371.929688 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -34371.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34589.421875 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -34589.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -34731.359375 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -34731.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34817.714844 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -34817.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34837.417969 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -34837.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34840.843750 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -34840.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34844.675781 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -34844.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34844.675781 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -34844.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1499591.000000 Penalty: 2326.845947
	Iteration 0F: 2 clusters Score -1499591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1490711.000000 Penalty: 4653.691895
	Iteration 0F: 3 clusters Score -1490711 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1493349.500000 Penalty: 4653.691895
	Iteration 1F: 3 clusters Score -1493350 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1493662.625000 Penalty: 4653.691895
	Iteration 2F: 3 clusters Score -1493663 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1493845.000000 Penalty: 4653.691895
	Iteration 3Q: 3 clusters Score -1493845 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1493976.500000 Penalty: 4653.691895
	Iteration 4Q: 3 clusters Score -1493976 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1494077.625000 Penalty: 4653.691895
	Iteration 5Q: 3 clusters Score -1494078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1494167.375000 Penalty: 4653.691895
	Iteration 6Q: 3 clusters Score -1494167 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1494240.125000 Penalty: 4653.691895
	Iteration 7Q: 3 clusters Score -1494240 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1494301.000000 Penalty: 4653.691895
	Iteration 8Q: 3 clusters Score -1494301 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1494354.375000 Penalty: 4653.691895
	Iteration 9Q: 3 clusters Score -1494354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1494409.125000 Penalty: 4653.691895
	Iteration 10Q: 3 clusters Score -1494409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1494459.000000 Penalty: 4653.691895
	Iteration 11Q: 3 clusters Score -1494459 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1494500.500000 Penalty: 4653.691895
	Iteration 12Q: 3 clusters Score -1494500 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1494545.500000 Penalty: 4653.691895
	Iteration 13Q: 3 clusters Score -1494546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1494580.625000 Penalty: 4653.691895
	Iteration 14Q: 3 clusters Score -1494581 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1494635.750000 Penalty: 4653.691895
	Iteration 15Q: 3 clusters Score -1494636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1494691.875000 Penalty: 4653.691895
	Iteration 16Q: 3 clusters Score -1494692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1494751.375000 Penalty: 4653.691895
	Iteration 17Q: 3 clusters Score -1494751 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1494822.125000 Penalty: 4653.691895
	Iteration 18Q: 3 clusters Score -1494822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1494884.250000 Penalty: 4653.691895
	Iteration 19Q: 3 clusters Score -1494884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1494961.375000 Penalty: 4653.691895
	Iteration 20F: 3 clusters Score -1494961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1495066.625000 Penalty: 4653.691895
	Iteration 21Q: 3 clusters Score -1495067 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1495177.250000 Penalty: 4653.691895
	Iteration 22Q: 3 clusters Score -1495177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1495330.000000 Penalty: 4653.691895
	Iteration 23Q: 3 clusters Score -1495330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1495519.625000 Penalty: 4653.691895
	Iteration 24Q: 3 clusters Score -1495520 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1495754.250000 Penalty: 4653.691895
	Iteration 25Q: 3 clusters Score -1495754 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1496046.125000 Penalty: 4653.691895
	Iteration 26Q: 3 clusters Score -1496046 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1496365.125000 Penalty: 4653.691895
	Iteration 27Q: 3 clusters Score -1496365 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1496684.625000 Penalty: 4653.691895
	Iteration 28Q: 3 clusters Score -1496685 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1496988.125000 Penalty: 4653.691895
	Iteration 29Q: 3 clusters Score -1496988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1497188.625000 Penalty: 4653.691895
	Iteration 30Q: 3 clusters Score -1497189 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1497328.750000 Penalty: 4653.691895
	Iteration 31Q: 3 clusters Score -1497329 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1497413.000000 Penalty: 4653.691895
	Iteration 32Q: 3 clusters Score -1497413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1497482.625000 Penalty: 4653.691895
	Iteration 33Q: 3 clusters Score -1497483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1497533.375000 Penalty: 4653.691895
	Iteration 34Q: 3 clusters Score -1497533 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1497577.750000 Penalty: 4653.691895
	Iteration 35Q: 3 clusters Score -1497578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1497610.375000 Penalty: 4653.691895
	Iteration 36Q: 3 clusters Score -1497610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1497651.750000 Penalty: 4653.691895
	Iteration 37Q: 3 clusters Score -1497652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1497673.750000 Penalty: 4653.691895
	Iteration 38Q: 3 clusters Score -1497674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1497690.875000 Penalty: 4653.691895
	Iteration 39Q: 3 clusters Score -1497691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1497708.000000 Penalty: 4653.691895
	Iteration 40F: 3 clusters Score -1497708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1497721.750000 Penalty: 4653.691895
	Iteration 41Q: 3 clusters Score -1497722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1497728.875000 Penalty: 4653.691895
	Iteration 42Q: 3 clusters Score -1497729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1497742.875000 Penalty: 4653.691895
	Iteration 43Q: 3 clusters Score -1497743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1497746.625000 Penalty: 4653.691895
	Iteration 44Q: 3 clusters Score -1497747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1497749.750000 Penalty: 4653.691895
	Iteration 45Q: 3 clusters Score -1497750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1497754.875000 Penalty: 4653.691895
	Iteration 46Q: 3 clusters Score -1497755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1497760.750000 Penalty: 4653.691895
	Iteration 47Q: 3 clusters Score -1497761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1497766.750000 Penalty: 4653.691895
	Iteration 48Q: 3 clusters Score -1497767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1497771.250000 Penalty: 4653.691895
	Iteration 49Q: 3 clusters Score -1497771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1497775.625000 Penalty: 4653.691895
	Iteration 50Q: 3 clusters Score -1497776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1497780.375000 Penalty: 4653.691895
	Iteration 51Q: 3 clusters Score -1497780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1497782.750000 Penalty: 4653.691895
	Iteration 52Q: 3 clusters Score -1497783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1497785.125000 Penalty: 4653.691895
	Iteration 53Q: 3 clusters Score -1497785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1497788.250000 Penalty: 4653.691895
	Iteration 54Q: 3 clusters Score -1497788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1497788.250000 Penalty: 4653.691895
	Iteration 55Q: 3 clusters Score -1497788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1497789.750000 Penalty: 4653.691895
	Iteration 56Q: 3 clusters Score -1497790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1497791.875000 Penalty: 4653.691895
	Iteration 57Q: 3 clusters Score -1497792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1497792.125000 Penalty: 4653.691895
	Iteration 58Q: 3 clusters Score -1497792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1497793.375000 Penalty: 4653.691895
	Iteration 59Q: 3 clusters Score -1497793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1497793.125000 Penalty: 4653.691895
	Iteration 60F: 3 clusters Score -1497793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1497798.250000 Penalty: 4653.691895
	Iteration 61Q: 3 clusters Score -1497798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1497798.875000 Penalty: 4653.691895
	Iteration 62Q: 3 clusters Score -1497799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1497803.500000 Penalty: 4653.691895
	Iteration 63Q: 3 clusters Score -1497804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1497806.625000 Penalty: 4653.691895
	Iteration 64Q: 3 clusters Score -1497807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1497809.500000 Penalty: 4653.691895
	Iteration 65Q: 3 clusters Score -1497810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1497811.375000 Penalty: 4653.691895
	Iteration 66Q: 3 clusters Score -1497811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1497814.500000 Penalty: 4653.691895
	Iteration 67Q: 3 clusters Score -1497814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1497816.125000 Penalty: 4653.691895
	Iteration 68Q: 3 clusters Score -1497816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1497820.625000 Penalty: 4653.691895
	Iteration 69Q: 3 clusters Score -1497821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1497820.125000 Penalty: 4653.691895
	Iteration 70Q: 3 clusters Score -1497820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1497823.125000 Penalty: 4653.691895
	Iteration 71Q: 3 clusters Score -1497823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1497825.125000 Penalty: 4653.691895
	Iteration 72Q: 3 clusters Score -1497825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1497824.125000 Penalty: 4653.691895
	Iteration 73Q: 3 clusters Score -1497824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1497824.125000 Penalty: 4653.691895
	Iteration 74F: 3 clusters Score -1497824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45132.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45132.71 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 208 members 
Entering Unmasked Estep 
Score: -43729.570312 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43729.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43930.628906 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43930.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44004.039062 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -44004.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44041.882812 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44041.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44061.132812 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44061.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44075.355469 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44075.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44091.359375 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44091.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44115.671875 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44115.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44128.753906 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44128.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44140.136719 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44140.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44140.136719 Penalty: 2995.966309
	Iteration 10F: 3 clusters Score -44140.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -115356.320312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -115356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113451.171875 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -113451.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114190.406250 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -114190.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114625.562500 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -114625.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -114965.585938 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -114965.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115178.031250 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -115178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115398.578125 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -115398.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115578.898438 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -115578.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115828.492188 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -115828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116058.148438 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -116058.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116163.390625 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -116163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116210.796875 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -116210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116219.859375 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -116219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116223.257812 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -116223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116226.875000 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -116226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116229.859375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -116229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116231.273438 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -116231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116242.984375 Penalty: 3440.907715
	Iteration 16F: 3 clusters Score -116243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116270.851562 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -116270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116280.781250 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -116280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116284.554688 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -116284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116284.554688 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -116284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 51915 members 
Mstep: Class 9 contains 349947 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 15093 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 50264 members 
Mstep: Class 30 contains 14279 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 55878 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 362 members 
Entering Unmasked Estep 
Score: -104954448.000000 Penalty: 125167.218750
Splitting cluster 34 changes total score from -104955144.000000 to -104954448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Entering Unmasked Estep 
Score: -6700178.500000 Penalty: 2710.869629
	Iteration 0F: 2 clusters Score -6700178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6662484.000000 Penalty: 5421.739258
	Iteration 0F: 3 clusters Score -6662484 nChanged 25976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6677003.000000 Penalty: 5421.739258
	Iteration 1F: 3 clusters Score -6677003 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6677675.500000 Penalty: 5421.739258
	Iteration 2Q: 3 clusters Score -6677676 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6678416.500000 Penalty: 5421.739258
	Iteration 3Q: 3 clusters Score -6678416 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6679282.000000 Penalty: 5421.739258
	Iteration 4Q: 3 clusters Score -6679282 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6680450.500000 Penalty: 5421.739258
	Iteration 5Q: 3 clusters Score -6680450 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -6681854.500000 Penalty: 5421.739258
	Iteration 6F: 3 clusters Score -6681854 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6683616.500000 Penalty: 5421.739258
	Iteration 7F: 3 clusters Score -6683616 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6685778.000000 Penalty: 5421.739258
	Iteration 8F: 3 clusters Score -6685778 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6688193.000000 Penalty: 5421.739258
	Iteration 9F: 3 clusters Score -6688193 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6690716.500000 Penalty: 5421.739258
	Iteration 10F: 3 clusters Score -6690716 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6692732.500000 Penalty: 5421.739258
	Iteration 11Q: 3 clusters Score -6692732 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -6694278.500000 Penalty: 5421.739258
	Iteration 12Q: 3 clusters Score -6694278 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6695367.500000 Penalty: 5421.739258
	Iteration 13Q: 3 clusters Score -6695368 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6696194.500000 Penalty: 5421.739258
	Iteration 14Q: 3 clusters Score -6696194 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -6696725.500000 Penalty: 5421.739258
	Iteration 15Q: 3 clusters Score -6696726 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6697189.000000 Penalty: 5421.739258
	Iteration 16Q: 3 clusters Score -6697189 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -6697505.000000 Penalty: 5421.739258
	Iteration 17Q: 3 clusters Score -6697505 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -6697711.000000 Penalty: 5421.739258
	Iteration 18Q: 3 clusters Score -6697711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6697852.500000 Penalty: 5421.739258
	Iteration 19Q: 3 clusters Score -6697852 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6697995.000000 Penalty: 5421.739258
	Iteration 20F: 3 clusters Score -6697995 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6698071.500000 Penalty: 5421.739258
	Iteration 21Q: 3 clusters Score -6698072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6698131.000000 Penalty: 5421.739258
	Iteration 22Q: 3 clusters Score -6698131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6698162.000000 Penalty: 5421.739258
	Iteration 23Q: 3 clusters Score -6698162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6698205.500000 Penalty: 5421.739258
	Iteration 24Q: 3 clusters Score -6698206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6698214.500000 Penalty: 5421.739258
	Iteration 25Q: 3 clusters Score -6698214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6698246.000000 Penalty: 5421.739258
	Iteration 26Q: 3 clusters Score -6698246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6698281.000000 Penalty: 5421.739258
	Iteration 27Q: 3 clusters Score -6698281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6698317.500000 Penalty: 5421.739258
	Iteration 28Q: 3 clusters Score -6698318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6698338.500000 Penalty: 5421.739258
	Iteration 29Q: 3 clusters Score -6698338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6698366.000000 Penalty: 5421.739258
	Iteration 30Q: 3 clusters Score -6698366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6698377.500000 Penalty: 5421.739258
	Iteration 31Q: 3 clusters Score -6698378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6698393.500000 Penalty: 5421.739258
	Iteration 32Q: 3 clusters Score -6698394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6698386.000000 Penalty: 5421.739258
	Iteration 33Q: 3 clusters Score -6698386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6698397.500000 Penalty: 5421.739258
	Iteration 34Q: 3 clusters Score -6698398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6698403.000000 Penalty: 5421.739258
	Iteration 35Q: 3 clusters Score -6698403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6698415.000000 Penalty: 5421.739258
	Iteration 36Q: 3 clusters Score -6698415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6698408.500000 Penalty: 5421.739258
	Iteration 37Q: 3 clusters Score -6698408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6698419.500000 Penalty: 5421.739258
	Iteration 38Q: 3 clusters Score -6698420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6698425.500000 Penalty: 5421.739258
	Iteration 39Q: 3 clusters Score -6698426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6698428.000000 Penalty: 5421.739258
	Iteration 40F: 3 clusters Score -6698428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6698424.000000 Penalty: 5421.739258
	Iteration 41Q: 3 clusters Score -6698424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6698432.000000 Penalty: 5421.739258
	Iteration 42Q: 3 clusters Score -6698432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6698427.000000 Penalty: 5421.739258
	Iteration 43Q: 3 clusters Score -6698427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6698424.500000 Penalty: 5421.739258
	Iteration 44Q: 3 clusters Score -6698424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6698430.500000 Penalty: 5421.739258
	Iteration 45Q: 3 clusters Score -6698430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6698426.500000 Penalty: 5421.739258
	Iteration 46Q: 3 clusters Score -6698426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6698430.500000 Penalty: 5421.739258
	Iteration 47Q: 3 clusters Score -6698430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6698430.000000 Penalty: 5421.739258
	Iteration 48Q: 3 clusters Score -6698430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6698426.500000 Penalty: 5421.739258
	Iteration 49Q: 3 clusters Score -6698426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6698427.500000 Penalty: 5421.739258
	Iteration 50Q: 3 clusters Score -6698428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6698430.000000 Penalty: 5421.739258
	Iteration 51Q: 3 clusters Score -6698430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6698428.000000 Penalty: 5421.739258
	Iteration 52Q: 3 clusters Score -6698428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6698432.000000 Penalty: 5421.739258
	Iteration 53Q: 3 clusters Score -6698432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6698432.000000 Penalty: 5421.739258
	Iteration 54F: 3 clusters Score -6698432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -62599.582031 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -62599.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61008.019531 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -61008.02 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61226.121094 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -61226.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61361.757812 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -61361.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61481.414062 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -61481.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61542.992188 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -61542.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61596.855469 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -61596.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61637.304688 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -61637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61657.937500 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -61657.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61676.304688 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -61676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61679.628906 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -61679.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61679.628906 Penalty: 3131.519775
	Iteration 10F: 3 clusters Score -61679.63 nChanged 0
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -314967488.000000 Penalty: 131592.734375
21->37 Clusters: Score -314967488.000000, best is -314947168.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 39975 members 
Mstep: Class 3 contains 40046 members 
Mstep: Class 4 contains 39836 members 
Mstep: Class 5 contains 40153 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 39819 members 
Mstep: Class 8 contains 39708 members 
Mstep: Class 9 contains 39591 members 
Mstep: Class 10 contains 39950 members 
Mstep: Class 11 contains 40209 members 
Mstep: Class 12 contains 40212 members 
Mstep: Class 13 contains 39843 members 
Mstep: Class 14 contains 40310 members 
Mstep: Class 15 contains 40085 members 
Mstep: Class 16 contains 39926 members 
Mstep: Class 17 contains 40218 members 
Mstep: Class 18 contains 39867 members 
Mstep: Class 19 contains 39768 members 
Mstep: Class 20 contains 39954 members 
Mstep: Class 21 contains 40132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 799.724915 but Gain 3382.898438
Score: -98798680.000000 Penalty: 67657.953125
Iteration 0F: 21 clusters Score -9.879868e+07 nChanged 796343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2366 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 25700 members 
Mstep: Class 3 contains 33746 members 
Mstep: Class 4 contains 21726 members 
Mstep: Class 5 contains 21267 members 
Mstep: Class 6 contains 50083 members 
Mstep: Class 7 contains 9193 members 
Mstep: Class 8 contains 46867 members 
Mstep: Class 9 contains 15938 members 
Mstep: Class 11 contains 31959 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 11149 members 
Mstep: Class 14 contains 11872 members 
Mstep: Class 15 contains 116465 members 
Mstep: Class 16 contains 79434 members 
Mstep: Class 17 contains 38405 members 
Mstep: Class 18 contains 13133 members 
Mstep: Class 19 contains 91627 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 135318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103053008.000000 Penalty: 67657.953125
Iteration 1F: 21 clusters Score -1.03053e+08 nChanged 392321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2274 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 37289 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 23716 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 11 contains 16819 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 16809 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 46738 members 
Mstep: Class 16 contains 125271 members 
Mstep: Class 17 contains 40350 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 19 contains 143751 members 
Mstep: Class 20 contains 14328 members 
Mstep: Class 21 contains 226903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2533.528809 but Gain 3382.898438
Score: -103948640.000000 Penalty: 64275.054688
Iteration 2F: 20 clusters Score -1.039486e+08 nChanged 193224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2135 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 18681 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 35382 members 
Mstep: Class 7 contains 7632 members 
Mstep: Class 8 contains 11156 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 16341 members 
Mstep: Class 14 contains 15963 members 
Mstep: Class 15 contains 37480 members 
Mstep: Class 16 contains 119640 members 
Mstep: Class 17 contains 40583 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 150013 members 
Mstep: Class 20 contains 14232 members 
Mstep: Class 21 contains 253259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104202064.000000 Penalty: 64275.054688
Iteration 3F: 20 clusters Score -1.042021e+08 nChanged 127826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1724 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 49575 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 6 contains 32213 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 11 contains 18282 members 
Mstep: Class 12 contains 8052 members 
Mstep: Class 13 contains 15219 members 
Mstep: Class 14 contains 14006 members 
Mstep: Class 15 contains 30088 members 
Mstep: Class 16 contains 114074 members 
Mstep: Class 17 contains 40736 members 
Mstep: Class 18 contains 5984 members 
Mstep: Class 19 contains 150995 members 
Mstep: Class 20 contains 12486 members 
Mstep: Class 21 contains 263031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104349912.000000 Penalty: 64275.054688
Iteration 4F: 20 clusters Score -1.043499e+08 nChanged 100047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1206 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 20974 members 
Mstep: Class 4 contains 59288 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 28658 members 
Mstep: Class 7 contains 10534 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 14872 members 
Mstep: Class 14 contains 12039 members 
Mstep: Class 15 contains 23286 members 
Mstep: Class 16 contains 112836 members 
Mstep: Class 17 contains 43027 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 153093 members 
Mstep: Class 20 contains 10746 members 
Mstep: Class 21 contains 263107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104456544.000000 Penalty: 64275.054688
Iteration 5F: 20 clusters Score -1.044565e+08 nChanged 83270
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 8163 members 
Mstep: Class 3 contains 22404 members 
Mstep: Class 4 contains 66012 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 11 contains 19536 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 113959 members 
Mstep: Class 17 contains 46508 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 157172 members 
Mstep: Class 20 contains 9490 members 
Mstep: Class 21 contains 256390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104545384.000000 Penalty: 64275.054688
Iteration 6F: 20 clusters Score -1.045454e+08 nChanged 68740
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 70485 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 22842 members 
Mstep: Class 7 contains 12548 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 11 contains 19415 members 
Mstep: Class 12 contains 7420 members 
Mstep: Class 13 contains 15126 members 
Mstep: Class 14 contains 8263 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 116817 members 
Mstep: Class 17 contains 50486 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 162277 members 
Mstep: Class 20 contains 8787 members 
Mstep: Class 21 contains 245461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104615624.000000 Penalty: 64275.054688
Iteration 7F: 20 clusters Score -1.046156e+08 nChanged 55231
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 25165 members 
Mstep: Class 4 contains 73573 members 
Mstep: Class 5 contains 7083 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 11 contains 18926 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 14579 members 
Mstep: Class 16 contains 120800 members 
Mstep: Class 17 contains 54380 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 19 contains 167281 members 
Mstep: Class 20 contains 8809 members 
Mstep: Class 21 contains 232660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104658648.000000 Penalty: 64275.054688
Iteration 8F: 20 clusters Score -1.046586e+08 nChanged 45526
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 26291 members 
Mstep: Class 4 contains 75425 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 18677 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 11 contains 18145 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 125341 members 
Mstep: Class 17 contains 57852 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 171838 members 
Mstep: Class 20 contains 9311 members 
Mstep: Class 21 contains 219914 members 
Entering Unmasked Estep 
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Score: -104697824.000000 Penalty: 64275.054688
Iteration 9F: 20 clusters Score -1.046978e+08 nChanged 39404
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 9998 members 
Mstep: Class 3 contains 27022 members 
Mstep: Class 4 contains 76346 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 13653 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 11 contains 17523 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 14812 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 14419 members 
Mstep: Class 16 contains 129791 members 
Mstep: Class 17 contains 60553 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 176508 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 207858 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.047261e+08 nChanged 32886
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 10960 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 76807 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 15693 members 
Mstep: Class 7 contains 13566 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 10942 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 14797 members 
Mstep: Class 16 contains 133245 members 
Mstep: Class 17 contains 62362 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 180824 members 
Mstep: Class 20 contains 10349 members 
Mstep: Class 21 contains 198050 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.047433e+08 nChanged 29154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 12045 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 76895 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 14636 members 
Mstep: Class 7 contains 13386 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 14073 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 15243 members 
Mstep: Class 16 contains 136043 members 
Mstep: Class 17 contains 63471 members 
Mstep: Class 18 contains 1250 members 
Mstep: Class 19 contains 185445 members 
Mstep: Class 20 contains 10748 members 
Mstep: Class 21 contains 189466 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.047561e+08 nChanged 27255
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 13139 members 
Mstep: Class 3 contains 27496 members 
Mstep: Class 4 contains 76507 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 13711 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 11 contains 16953 members 
Mstep: Class 12 contains 10811 members 
Mstep: Class 13 contains 13408 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 15797 members 
Mstep: Class 16 contains 138628 members 
Mstep: Class 17 contains 64138 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 190039 members 
Mstep: Class 20 contains 11246 members 
Mstep: Class 21 contains 181704 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.047675e+08 nChanged 25837
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 27456 members 
Mstep: Class 4 contains 75825 members 
Mstep: Class 5 contains 12425 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 11 contains 17010 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 12783 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 16347 members 
Mstep: Class 16 contains 140950 members 
Mstep: Class 17 contains 64510 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 194462 members 
Mstep: Class 20 contains 11799 members 
Mstep: Class 21 contains 174849 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.047763e+08 nChanged 24482
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 75005 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 16861 members 
Mstep: Class 16 contains 142836 members 
Mstep: Class 17 contains 64684 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 198613 members 
Mstep: Class 20 contains 12379 members 
Mstep: Class 21 contains 168911 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.047825e+08 nChanged 23605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 15741 members 
Mstep: Class 3 contains 27464 members 
Mstep: Class 4 contains 74158 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 11 contains 16809 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 11898 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 17261 members 
Mstep: Class 16 contains 144872 members 
Mstep: Class 17 contains 64756 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 202362 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 163375 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.047877e+08 nChanged 22070
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 16495 members 
Mstep: Class 3 contains 27600 members 
Mstep: Class 4 contains 73322 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 11 contains 16557 members 
Mstep: Class 12 contains 10380 members 
Mstep: Class 13 contains 11600 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 17565 members 
Mstep: Class 16 contains 147127 members 
Mstep: Class 17 contains 64617 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 205589 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 158274 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.047928e+08 nChanged 20440
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 17311 members 
Mstep: Class 3 contains 27759 members 
Mstep: Class 4 contains 72531 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 12892 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 11 contains 16269 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 17807 members 
Mstep: Class 16 contains 149935 members 
Mstep: Class 17 contains 64273 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 208036 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 153584 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.047958e+08 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 18090 members 
Mstep: Class 3 contains 27999 members 
Mstep: Class 4 contains 71849 members 
Mstep: Class 5 contains 14436 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 17996 members 
Mstep: Class 16 contains 153354 members 
Mstep: Class 17 contains 63773 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 209395 members 
Mstep: Class 20 contains 14026 members 
Mstep: Class 21 contains 149426 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.047992e+08 nChanged 16970
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 18809 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 71207 members 
Mstep: Class 5 contains 14552 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 10227 members 
Mstep: Class 13 contains 11006 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 18140 members 
Mstep: Class 16 contains 157268 members 
Mstep: Class 17 contains 63149 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 209885 members 
Mstep: Class 20 contains 14264 members 
Mstep: Class 21 contains 145686 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.048065e+08 nChanged 17764
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 20065 members 
Mstep: Class 3 contains 28555 members 
Mstep: Class 4 contains 69770 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 11 contains 15471 members 
Mstep: Class 12 contains 10165 members 
Mstep: Class 13 contains 11185 members 
Mstep: Class 14 contains 2758 members 
Mstep: Class 15 contains 18236 members 
Mstep: Class 16 contains 161542 members 
Mstep: Class 17 contains 62477 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 209994 members 
Mstep: Class 20 contains 14449 members 
Mstep: Class 21 contains 142021 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.048144e+08 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 21195 members 
Mstep: Class 3 contains 28859 members 
Mstep: Class 4 contains 68411 members 
Mstep: Class 5 contains 16106 members 
Mstep: Class 6 contains 7806 members 
Mstep: Class 7 contains 12593 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 11 contains 15269 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 18514 members 
Mstep: Class 16 contains 166247 members 
Mstep: Class 17 contains 61764 members 
Mstep: Class 18 contains 1255 members 
Mstep: Class 19 contains 209544 members 
Mstep: Class 20 contains 14504 members 
Mstep: Class 21 contains 138523 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.048199e+08 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 22144 members 
Mstep: Class 3 contains 29192 members 
Mstep: Class 4 contains 67233 members 
Mstep: Class 5 contains 16805 members 
Mstep: Class 6 contains 7366 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 16 contains 171334 members 
Mstep: Class 17 contains 60926 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 208645 members 
Mstep: Class 20 contains 14455 members 
Mstep: Class 21 contains 135101 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.048252e+08 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 22857 members 
Mstep: Class 3 contains 29541 members 
Mstep: Class 4 contains 66410 members 
Mstep: Class 5 contains 17487 members 
Mstep: Class 6 contains 7000 members 
Mstep: Class 7 contains 12363 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 11 contains 14901 members 
Mstep: Class 12 contains 9790 members 
Mstep: Class 13 contains 10743 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 19196 members 
Mstep: Class 16 contains 176773 members 
Mstep: Class 17 contains 59997 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 207289 members 
Mstep: Class 20 contains 14250 members 
Mstep: Class 21 contains 131712 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.048308e+08 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 23434 members 
Mstep: Class 3 contains 29906 members 
Mstep: Class 4 contains 65829 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 6677 members 
Mstep: Class 7 contains 12261 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 10579 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 182624 members 
Mstep: Class 17 contains 58994 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 205620 members 
Mstep: Class 20 contains 13892 members 
Mstep: Class 21 contains 128241 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.04835e+08 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 23880 members 
Mstep: Class 3 contains 30308 members 
Mstep: Class 4 contains 65485 members 
Mstep: Class 5 contains 18543 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 188873 members 
Mstep: Class 17 contains 57974 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 203687 members 
Mstep: Class 20 contains 13434 members 
Mstep: Class 21 contains 124648 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.048394e+08 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 30684 members 
Mstep: Class 4 contains 65237 members 
Mstep: Class 5 contains 18932 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 11 contains 14476 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 19923 members 
Mstep: Class 16 contains 195299 members 
Mstep: Class 17 contains 56988 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 201655 members 
Mstep: Class 20 contains 12944 members 
Mstep: Class 21 contains 120987 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.048433e+08 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 24521 members 
Mstep: Class 3 contains 31058 members 
Mstep: Class 4 contains 65058 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 11952 members 
Mstep: Class 8 contains 4984 members 
Mstep: Class 11 contains 14385 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 10251 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 20086 members 
Mstep: Class 16 contains 201700 members 
Mstep: Class 17 contains 56008 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 199747 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 117439 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.048457e+08 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 31438 members 
Mstep: Class 4 contains 64848 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 11 contains 14308 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 13 contains 10186 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 207978 members 
Mstep: Class 17 contains 55189 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 197809 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 113954 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.048483e+08 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 64623 members 
Mstep: Class 5 contains 19369 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 11761 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 11 contains 14259 members 
Mstep: Class 12 contains 9416 members 
Mstep: Class 13 contains 10163 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 20276 members 
Mstep: Class 16 contains 214059 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 195825 members 
Mstep: Class 20 contains 11371 members 
Mstep: Class 21 contains 110645 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.048514e+08 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 25185 members 
Mstep: Class 3 contains 32099 members 
Mstep: Class 4 contains 64404 members 
Mstep: Class 5 contains 19393 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 11 contains 14244 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 20349 members 
Mstep: Class 16 contains 219862 members 
Mstep: Class 17 contains 54028 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 193887 members 
Mstep: Class 20 contains 10866 members 
Mstep: Class 21 contains 107463 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.048528e+08 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 25361 members 
Mstep: Class 3 contains 32438 members 
Mstep: Class 4 contains 64214 members 
Mstep: Class 5 contains 19408 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 11 contains 14219 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 10095 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 20449 members 
Mstep: Class 16 contains 224918 members 
Mstep: Class 17 contains 53588 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 192294 members 
Mstep: Class 20 contains 10418 members 
Mstep: Class 21 contains 104563 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.048545e+08 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 25541 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 64048 members 
Mstep: Class 5 contains 19413 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 11499 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 11 contains 14213 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 20528 members 
Mstep: Class 16 contains 229407 members 
Mstep: Class 17 contains 53120 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 190916 members 
Mstep: Class 20 contains 9957 members 
Mstep: Class 21 contains 102052 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.048556e+08 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 25706 members 
Mstep: Class 3 contains 33048 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 19398 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 11 contains 14209 members 
Mstep: Class 12 contains 9364 members 
Mstep: Class 13 contains 10034 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 20582 members 
Mstep: Class 16 contains 233207 members 
Mstep: Class 17 contains 52668 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 189860 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 99846 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.048565e+08 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 25848 members 
Mstep: Class 3 contains 33345 members 
Mstep: Class 4 contains 63699 members 
Mstep: Class 5 contains 19367 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 11 contains 14193 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 20628 members 
Mstep: Class 16 contains 236688 members 
Mstep: Class 17 contains 52223 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 189129 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 97654 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.048571e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 25980 members 
Mstep: Class 3 contains 33600 members 
Mstep: Class 4 contains 63586 members 
Mstep: Class 5 contains 19356 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 11 contains 14186 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 20667 members 
Mstep: Class 16 contains 239709 members 
Mstep: Class 17 contains 51797 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188704 members 
Mstep: Class 20 contains 8931 members 
Mstep: Class 21 contains 95501 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.048574e+08 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 26107 members 
Mstep: Class 3 contains 33874 members 
Mstep: Class 4 contains 63460 members 
Mstep: Class 5 contains 19320 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 11244 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 11 contains 14180 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 242254 members 
Mstep: Class 17 contains 51390 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188568 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 93485 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.048577e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 26210 members 
Mstep: Class 3 contains 34148 members 
Mstep: Class 4 contains 63387 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20720 members 
Mstep: Class 16 contains 244494 members 
Mstep: Class 17 contains 50944 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188657 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 91567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104858280.000000 Penalty: 64275.054688
Iteration 38Q: 20 clusters Score -1.048583e+08 nChanged 5446
Entering ConstructFrom: 
Score: -104858280.000000 Penalty: 64275.054688
Entering ConstructFrom: 
Trying to split cluster 1 (34312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Entering Unmasked Estep 
Score: -3859830.250000 Penalty: 2589.926270
	Iteration 0F: 2 clusters Score -3859830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3836543.000000 Penalty: 5179.852539
	Iteration 0F: 3 clusters Score -3836543 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3845802.500000 Penalty: 5179.852539
	Iteration 1F: 3 clusters Score -3845802 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3847271.500000 Penalty: 5179.852539
	Iteration 2F: 3 clusters Score -3847272 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3849122.250000 Penalty: 5179.852539
	Iteration 3F: 3 clusters Score -3849122 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3851203.750000 Penalty: 5179.852539
	Iteration 4F: 3 clusters Score -3851204 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3853053.750000 Penalty: 5179.852539
	Iteration 5F: 3 clusters Score -3853054 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3854452.750000 Penalty: 5179.852539
	Iteration 6F: 3 clusters Score -3854453 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3855449.500000 Penalty: 5179.852539
	Iteration 7F: 3 clusters Score -3855450 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3856198.750000 Penalty: 5179.852539
	Iteration 8Q: 3 clusters Score -3856199 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3856765.000000 Penalty: 5179.852539
	Iteration 9Q: 3 clusters Score -3856765 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3857224.500000 Penalty: 5179.852539
	Iteration 10Q: 3 clusters Score -3857224 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3857595.500000 Penalty: 5179.852539
	Iteration 11Q: 3 clusters Score -3857596 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3857919.750000 Penalty: 5179.852539
	Iteration 12Q: 3 clusters Score -3857920 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3858175.500000 Penalty: 5179.852539
	Iteration 13Q: 3 clusters Score -3858176 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3858419.000000 Penalty: 5179.852539
	Iteration 14Q: 3 clusters Score -3858419 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3858637.750000 Penalty: 5179.852539
	Iteration 15Q: 3 clusters Score -3858638 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3858820.000000 Penalty: 5179.852539
	Iteration 16Q: 3 clusters Score -3858820 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3858997.250000 Penalty: 5179.852539
	Iteration 17Q: 3 clusters Score -3858997 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3859153.500000 Penalty: 5179.852539
	Iteration 18Q: 3 clusters Score -3859154 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3859314.250000 Penalty: 5179.852539
	Iteration 19Q: 3 clusters Score -3859314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3859442.750000 Penalty: 5179.852539
	Iteration 20F: 3 clusters Score -3859443 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3859559.500000 Penalty: 5179.852539
	Iteration 21Q: 3 clusters Score -3859560 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3859683.000000 Penalty: 5179.852539
	Iteration 22Q: 3 clusters Score -3859683 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3859762.000000 Penalty: 5179.852539
	Iteration 23Q: 3 clusters Score -3859762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3859801.500000 Penalty: 5179.852539
	Iteration 24Q: 3 clusters Score -3859802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3859856.500000 Penalty: 5179.852539
	Iteration 25Q: 3 clusters Score -3859856 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3859913.000000 Penalty: 5179.852539
	Iteration 26Q: 3 clusters Score -3859913 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3859931.250000 Penalty: 5179.852539
	Iteration 27Q: 3 clusters Score -3859931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3859953.750000 Penalty: 5179.852539
	Iteration 28Q: 3 clusters Score -3859954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3859985.500000 Penalty: 5179.852539
	Iteration 29Q: 3 clusters Score -3859986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3859992.500000 Penalty: 5179.852539
	Iteration 30Q: 3 clusters Score -3859992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3859992.250000 Penalty: 5179.852539
	Iteration 31Q: 3 clusters Score -3859992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3860001.750000 Penalty: 5179.852539
	Iteration 32Q: 3 clusters Score -3860002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3860007.750000 Penalty: 5179.852539
	Iteration 33Q: 3 clusters Score -3860008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3860014.750000 Penalty: 5179.852539
	Iteration 34Q: 3 clusters Score -3860015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3860012.750000 Penalty: 5179.852539
	Iteration 35Q: 3 clusters Score -3860013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3860012.750000 Penalty: 5179.852539
	Iteration 36Q: 3 clusters Score -3860013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3860018.500000 Penalty: 5179.852539
	Iteration 37Q: 3 clusters Score -3860018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3860030.000000 Penalty: 5179.852539
	Iteration 38Q: 3 clusters Score -3860030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3860037.000000 Penalty: 5179.852539
	Iteration 39Q: 3 clusters Score -3860037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3860044.500000 Penalty: 5179.852539
	Iteration 40F: 3 clusters Score -3860044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3860039.500000 Penalty: 5179.852539
	Iteration 41Q: 3 clusters Score -3860040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3860047.750000 Penalty: 5179.852539
	Iteration 42Q: 3 clusters Score -3860048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3860046.000000 Penalty: 5179.852539
	Iteration 43Q: 3 clusters Score -3860046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3860051.000000 Penalty: 5179.852539
	Iteration 44Q: 3 clusters Score -3860051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3860044.750000 Penalty: 5179.852539
	Iteration 45Q: 3 clusters Score -3860045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3860045.750000 Penalty: 5179.852539
	Iteration 46Q: 3 clusters Score -3860046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3860046.000000 Penalty: 5179.852539
	Iteration 47Q: 3 clusters Score -3860046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3860056.500000 Penalty: 5179.852539
	Iteration 48Q: 3 clusters Score -3860056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3860056.750000 Penalty: 5179.852539
	Iteration 49Q: 3 clusters Score -3860057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3860059.000000 Penalty: 5179.852539
	Iteration 50Q: 3 clusters Score -3860059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3860056.000000 Penalty: 5179.852539
	Iteration 51Q: 3 clusters Score -3860056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3860056.750000 Penalty: 5179.852539
	Iteration 52Q: 3 clusters Score -3860057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3860056.500000 Penalty: 5179.852539
	Iteration 53Q: 3 clusters Score -3860056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3860056.250000 Penalty: 5179.852539
	Iteration 54Q: 3 clusters Score -3860056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3860059.750000 Penalty: 5179.852539
	Iteration 55Q: 3 clusters Score -3860060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3860058.500000 Penalty: 5179.852539
	Iteration 56Q: 3 clusters Score -3860058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3860063.500000 Penalty: 5179.852539
	Iteration 57Q: 3 clusters Score -3860064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3860066.250000 Penalty: 5179.852539
	Iteration 58Q: 3 clusters Score -3860066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3860072.500000 Penalty: 5179.852539
	Iteration 59Q: 3 clusters Score -3860072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3860072.500000 Penalty: 5179.852539
	Iteration 60F: 3 clusters Score -3860072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3860073.000000 Penalty: 5179.852539
	Iteration 61Q: 3 clusters Score -3860073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3860069.500000 Penalty: 5179.852539
	Iteration 62Q: 3 clusters Score -3860070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3860068.000000 Penalty: 5179.852539
	Iteration 63Q: 3 clusters Score -3860068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3860072.500000 Penalty: 5179.852539
	Iteration 64Q: 3 clusters Score -3860072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3860074.000000 Penalty: 5179.852539
	Iteration 65Q: 3 clusters Score -3860074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3860073.750000 Penalty: 5179.852539
	Iteration 66Q: 3 clusters Score -3860074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3860073.250000 Penalty: 5179.852539
	Iteration 67Q: 3 clusters Score -3860073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3860076.250000 Penalty: 5179.852539
	Iteration 68Q: 3 clusters Score -3860076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3860078.250000 Penalty: 5179.852539
	Iteration 69Q: 3 clusters Score -3860078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3860090.250000 Penalty: 5179.852539
	Iteration 70Q: 3 clusters Score -3860090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3860083.500000 Penalty: 5179.852539
	Iteration 71Q: 3 clusters Score -3860084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3860076.250000 Penalty: 5179.852539
	Iteration 72Q: 3 clusters Score -3860076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3860079.500000 Penalty: 5179.852539
	Iteration 73Q: 3 clusters Score -3860080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3860081.000000 Penalty: 5179.852539
	Iteration 74Q: 3 clusters Score -3860081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3860084.500000 Penalty: 5179.852539
	Iteration 75Q: 3 clusters Score -3860084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3860080.500000 Penalty: 5179.852539
	Iteration 76Q: 3 clusters Score -3860080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3860075.500000 Penalty: 5179.852539
	Iteration 77Q: 3 clusters Score -3860076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3860082.500000 Penalty: 5179.852539
	Iteration 78Q: 3 clusters Score -3860082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3860080.000000 Penalty: 5179.852539
	Iteration 79Q: 3 clusters Score -3860080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3860072.750000 Penalty: 5179.852539
	Iteration 80F: 3 clusters Score -3860073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3860083.000000 Penalty: 5179.852539
	Iteration 81Q: 3 clusters Score -3860083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3860086.250000 Penalty: 5179.852539
	Iteration 82Q: 3 clusters Score -3860086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3860088.750000 Penalty: 5179.852539
	Iteration 83Q: 3 clusters Score -3860089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3860091.750000 Penalty: 5179.852539
	Iteration 84Q: 3 clusters Score -3860092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3860089.000000 Penalty: 5179.852539
	Iteration 85Q: 3 clusters Score -3860089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3860098.250000 Penalty: 5179.852539
	Iteration 86Q: 3 clusters Score -3860098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3860107.250000 Penalty: 5179.852539
	Iteration 87Q: 3 clusters Score -3860107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3860116.000000 Penalty: 5179.852539
	Iteration 88Q: 3 clusters Score -3860116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3860110.500000 Penalty: 5179.852539
	Iteration 89Q: 3 clusters Score -3860110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3860112.250000 Penalty: 5179.852539
	Iteration 90Q: 3 clusters Score -3860112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3860114.000000 Penalty: 5179.852539
	Iteration 91Q: 3 clusters Score -3860114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3860120.500000 Penalty: 5179.852539
	Iteration 92Q: 3 clusters Score -3860120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3860117.000000 Penalty: 5179.852539
	Iteration 93Q: 3 clusters Score -3860117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3860121.250000 Penalty: 5179.852539
	Iteration 94Q: 3 clusters Score -3860121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3860126.500000 Penalty: 5179.852539
	Iteration 95Q: 3 clusters Score -3860126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3860117.250000 Penalty: 5179.852539
	Iteration 96Q: 3 clusters Score -3860117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3860122.500000 Penalty: 5179.852539
	Iteration 97Q: 3 clusters Score -3860122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3860128.750000 Penalty: 5179.852539
	Iteration 98Q: 3 clusters Score -3860129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3860127.000000 Penalty: 5179.852539
	Iteration 99Q: 3 clusters Score -3860127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3860121.000000 Penalty: 5179.852539
	Iteration 100F: 3 clusters Score -3860121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3860128.000000 Penalty: 5179.852539
	Iteration 101Q: 3 clusters Score -3860128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3860127.750000 Penalty: 5179.852539
	Iteration 102Q: 3 clusters Score -3860128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3860130.000000 Penalty: 5179.852539
	Iteration 103Q: 3 clusters Score -3860130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3860130.000000 Penalty: 5179.852539
	Iteration 104Q: 3 clusters Score -3860130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3860123.000000 Penalty: 5179.852539
	Iteration 105Q: 3 clusters Score -3860123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3860128.500000 Penalty: 5179.852539
	Iteration 106Q: 3 clusters Score -3860128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3860128.000000 Penalty: 5179.852539
	Iteration 107Q: 3 clusters Score -3860128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3860134.250000 Penalty: 5179.852539
	Iteration 108Q: 3 clusters Score -3860134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3860138.750000 Penalty: 5179.852539
	Iteration 109Q: 3 clusters Score -3860139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3860139.500000 Penalty: 5179.852539
	Iteration 110Q: 3 clusters Score -3860140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3860138.500000 Penalty: 5179.852539
	Iteration 111Q: 3 clusters Score -3860138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3860137.500000 Penalty: 5179.852539
	Iteration 112Q: 3 clusters Score -3860138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3860141.250000 Penalty: 5179.852539
	Iteration 113Q: 3 clusters Score -3860141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3860144.250000 Penalty: 5179.852539
	Iteration 114Q: 3 clusters Score -3860144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3860144.250000 Penalty: 5179.852539
	Iteration 115F: 3 clusters Score -3860144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 26305 members 
Mstep: Class 3 contains 34392 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 19218 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 7356 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Entering Unmasked Estep 
Score: -104857864.000000 Penalty: 67657.953125
Splitting cluster 1 changes total score from -104858280.000000 to -104857864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (26305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Entering Unmasked Estep 
Score: -3278860.250000 Penalty: 2524.023438
	Iteration 0F: 2 clusters Score -3278860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3260650.000000 Penalty: 5048.046875
	Iteration 0F: 3 clusters Score -3260650 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3267386.000000 Penalty: 5048.046875
	Iteration 1F: 3 clusters Score -3267386 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3268316.500000 Penalty: 5048.046875
	Iteration 2F: 3 clusters Score -3268316 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3269463.250000 Penalty: 5048.046875
	Iteration 3F: 3 clusters Score -3269463 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3270657.000000 Penalty: 5048.046875
	Iteration 4F: 3 clusters Score -3270657 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3271812.000000 Penalty: 5048.046875
	Iteration 5F: 3 clusters Score -3271812 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3272807.250000 Penalty: 5048.046875
	Iteration 6F: 3 clusters Score -3272807 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3273675.750000 Penalty: 5048.046875
	Iteration 7F: 3 clusters Score -3273676 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3274345.500000 Penalty: 5048.046875
	Iteration 8Q: 3 clusters Score -3274346 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3274869.750000 Penalty: 5048.046875
	Iteration 9Q: 3 clusters Score -3274870 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3275386.500000 Penalty: 5048.046875
	Iteration 10Q: 3 clusters Score -3275386 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3275924.000000 Penalty: 5048.046875
	Iteration 11Q: 3 clusters Score -3275924 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3276600.750000 Penalty: 5048.046875
	Iteration 12Q: 3 clusters Score -3276601 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3277385.250000 Penalty: 5048.046875
	Iteration 13Q: 3 clusters Score -3277385 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3278141.000000 Penalty: 5048.046875
	Iteration 14Q: 3 clusters Score -3278141 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3278833.750000 Penalty: 5048.046875
	Iteration 15Q: 3 clusters Score -3278834 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3279316.750000 Penalty: 5048.046875
	Iteration 16Q: 3 clusters Score -3279317 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3279606.750000 Penalty: 5048.046875
	Iteration 17Q: 3 clusters Score -3279607 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3279781.250000 Penalty: 5048.046875
	Iteration 18Q: 3 clusters Score -3279781 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3279913.750000 Penalty: 5048.046875
	Iteration 19Q: 3 clusters Score -3279914 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3280053.000000 Penalty: 5048.046875
	Iteration 20F: 3 clusters Score -3280053 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3280159.000000 Penalty: 5048.046875
	Iteration 21Q: 3 clusters Score -3280159 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3280300.750000 Penalty: 5048.046875
	Iteration 22Q: 3 clusters Score -3280301 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3280434.500000 Penalty: 5048.046875
	Iteration 23Q: 3 clusters Score -3280434 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3280581.250000 Penalty: 5048.046875
	Iteration 24Q: 3 clusters Score -3280581 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3280765.000000 Penalty: 5048.046875
	Iteration 25Q: 3 clusters Score -3280765 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3281010.250000 Penalty: 5048.046875
	Iteration 26Q: 3 clusters Score -3281010 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3281352.250000 Penalty: 5048.046875
	Iteration 27Q: 3 clusters Score -3281352 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3281889.500000 Penalty: 5048.046875
	Iteration 28Q: 3 clusters Score -3281890 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3282675.500000 Penalty: 5048.046875
	Iteration 29Q: 3 clusters Score -3282676 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3283676.000000 Penalty: 5048.046875
	Iteration 30Q: 3 clusters Score -3283676 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3284506.000000 Penalty: 5048.046875
	Iteration 31Q: 3 clusters Score -3284506 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3284884.750000 Penalty: 5048.046875
	Iteration 32Q: 3 clusters Score -3284885 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3285004.000000 Penalty: 5048.046875
	Iteration 33Q: 3 clusters Score -3285004 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3285054.250000 Penalty: 5048.046875
	Iteration 34Q: 3 clusters Score -3285054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3285067.750000 Penalty: 5048.046875
	Iteration 35Q: 3 clusters Score -3285068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3285092.000000 Penalty: 5048.046875
	Iteration 36Q: 3 clusters Score -3285092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3285093.750000 Penalty: 5048.046875
	Iteration 37Q: 3 clusters Score -3285094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3285107.250000 Penalty: 5048.046875
	Iteration 38Q: 3 clusters Score -3285107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3285110.250000 Penalty: 5048.046875
	Iteration 39Q: 3 clusters Score -3285110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3285133.250000 Penalty: 5048.046875
	Iteration 40F: 3 clusters Score -3285133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3285144.000000 Penalty: 5048.046875
	Iteration 41Q: 3 clusters Score -3285144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3285140.750000 Penalty: 5048.046875
	Iteration 42Q: 3 clusters Score -3285141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3285149.250000 Penalty: 5048.046875
	Iteration 43Q: 3 clusters Score -3285149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3285145.500000 Penalty: 5048.046875
	Iteration 44Q: 3 clusters Score -3285146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3285151.250000 Penalty: 5048.046875
	Iteration 45Q: 3 clusters Score -3285151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3285148.500000 Penalty: 5048.046875
	Iteration 46Q: 3 clusters Score -3285148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3285143.250000 Penalty: 5048.046875
	Iteration 47Q: 3 clusters Score -3285143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3285152.000000 Penalty: 5048.046875
	Iteration 48Q: 3 clusters Score -3285152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3285147.250000 Penalty: 5048.046875
	Iteration 49Q: 3 clusters Score -3285147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3285148.250000 Penalty: 5048.046875
	Iteration 50Q: 3 clusters Score -3285148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3285151.250000 Penalty: 5048.046875
	Iteration 51Q: 3 clusters Score -3285151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3285149.250000 Penalty: 5048.046875
	Iteration 52Q: 3 clusters Score -3285149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3285153.250000 Penalty: 5048.046875
	Iteration 53Q: 3 clusters Score -3285153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3285153.500000 Penalty: 5048.046875
	Iteration 54Q: 3 clusters Score -3285154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3285152.750000 Penalty: 5048.046875
	Iteration 55Q: 3 clusters Score -3285153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3285151.250000 Penalty: 5048.046875
	Iteration 56Q: 3 clusters Score -3285151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3285150.500000 Penalty: 5048.046875
	Iteration 57Q: 3 clusters Score -3285150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3285149.250000 Penalty: 5048.046875
	Iteration 58Q: 3 clusters Score -3285149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3285149.250000 Penalty: 5048.046875
	Iteration 59F: 3 clusters Score -3285149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 34392 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 19218 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Entering Unmasked Estep 
Score: -104863360.000000 Penalty: 67657.953125
Splitting cluster 2 changes total score from -104858280.000000 to -104863360.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (34392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Entering Unmasked Estep 
Score: -4333593.000000 Penalty: 2590.503662
	Iteration 0F: 2 clusters Score -4333593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4310125.500000 Penalty: 5181.007324
	Iteration 0F: 3 clusters Score -4310126 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4319208.500000 Penalty: 5181.007324
	Iteration 1F: 3 clusters Score -4319208 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4320411.000000 Penalty: 5181.007324
	Iteration 2F: 3 clusters Score -4320411 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4322533.000000 Penalty: 5181.007324
	Iteration 3F: 3 clusters Score -4322533 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4325676.500000 Penalty: 5181.007324
	Iteration 4F: 3 clusters Score -4325676 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4328765.000000 Penalty: 5181.007324
	Iteration 5F: 3 clusters Score -4328765 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4330637.000000 Penalty: 5181.007324
	Iteration 6F: 3 clusters Score -4330637 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4331531.000000 Penalty: 5181.007324
	Iteration 7Q: 3 clusters Score -4331531 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4332001.500000 Penalty: 5181.007324
	Iteration 8Q: 3 clusters Score -4332002 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4332312.500000 Penalty: 5181.007324
	Iteration 9Q: 3 clusters Score -4332312 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4332525.500000 Penalty: 5181.007324
	Iteration 10Q: 3 clusters Score -4332526 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4332715.000000 Penalty: 5181.007324
	Iteration 11Q: 3 clusters Score -4332715 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4332885.000000 Penalty: 5181.007324
	Iteration 12Q: 3 clusters Score -4332885 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4333026.500000 Penalty: 5181.007324
	Iteration 13Q: 3 clusters Score -4333026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -4333148.000000 Penalty: 5181.007324
	Iteration 14Q: 3 clusters Score -4333148 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4333279.500000 Penalty: 5181.007324
	Iteration 15Q: 3 clusters Score -4333280 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4333396.000000 Penalty: 5181.007324
	Iteration 16Q: 3 clusters Score -4333396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4333519.000000 Penalty: 5181.007324
	Iteration 17Q: 3 clusters Score -4333519 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4333611.000000 Penalty: 5181.007324
	Iteration 18Q: 3 clusters Score -4333611 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4333772.000000 Penalty: 5181.007324
	Iteration 19Q: 3 clusters Score -4333772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4333887.500000 Penalty: 5181.007324
	Iteration 20F: 3 clusters Score -4333888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4333978.000000 Penalty: 5181.007324
	Iteration 21Q: 3 clusters Score -4333978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4334059.500000 Penalty: 5181.007324
	Iteration 22Q: 3 clusters Score -4334060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4334111.500000 Penalty: 5181.007324
	Iteration 23Q: 3 clusters Score -4334112 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4334145.000000 Penalty: 5181.007324
	Iteration 24Q: 3 clusters Score -4334145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4334175.000000 Penalty: 5181.007324
	Iteration 25Q: 3 clusters Score -4334175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4334198.000000 Penalty: 5181.007324
	Iteration 26Q: 3 clusters Score -4334198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4334215.000000 Penalty: 5181.007324
	Iteration 27Q: 3 clusters Score -4334215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4334252.000000 Penalty: 5181.007324
	Iteration 28Q: 3 clusters Score -4334252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4334301.000000 Penalty: 5181.007324
	Iteration 29Q: 3 clusters Score -4334301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4334363.000000 Penalty: 5181.007324
	Iteration 30Q: 3 clusters Score -4334363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4334462.500000 Penalty: 5181.007324
	Iteration 31Q: 3 clusters Score -4334462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4334595.500000 Penalty: 5181.007324
	Iteration 32Q: 3 clusters Score -4334596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4334709.500000 Penalty: 5181.007324
	Iteration 33Q: 3 clusters Score -4334710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -4334765.000000 Penalty: 5181.007324
	Iteration 34Q: 3 clusters Score -4334765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -4334778.000000 Penalty: 5181.007324
	Iteration 35Q: 3 clusters Score -4334778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4334777.500000 Penalty: 5181.007324
	Iteration 36Q: 3 clusters Score -4334778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4334775.500000 Penalty: 5181.007324
	Iteration 37Q: 3 clusters Score -4334776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4334781.500000 Penalty: 5181.007324
	Iteration 38Q: 3 clusters Score -4334782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4334784.000000 Penalty: 5181.007324
	Iteration 39Q: 3 clusters Score -4334784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4334786.500000 Penalty: 5181.007324
	Iteration 40F: 3 clusters Score -4334786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 19218 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Entering Unmasked Estep 
Score: -104864048.000000 Penalty: 71040.851562
Splitting cluster 3 changes total score from -104858280.000000 to -104864048.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (63304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Entering Unmasked Estep 
Score: -7855617.000000 Penalty: 2741.814697
	Iteration 0F: 2 clusters Score -7855617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -7813144.000000 Penalty: 5483.629395
	Iteration 0F: 3 clusters Score -7813144 nChanged 29417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7829882.000000 Penalty: 5483.629395
	Iteration 1F: 3 clusters Score -7829882 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -7830700.000000 Penalty: 5483.629395
	Iteration 2Q: 3 clusters Score -7830700 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -7831581.000000 Penalty: 5483.629395
	Iteration 3Q: 3 clusters Score -7831581 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7832855.500000 Penalty: 5483.629395
	Iteration 4Q: 3 clusters Score -7832856 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7834467.000000 Penalty: 5483.629395
	Iteration 5Q: 3 clusters Score -7834467 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7836756.000000 Penalty: 5483.629395
	Iteration 6F: 3 clusters Score -7836756 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -7839655.000000 Penalty: 5483.629395
	Iteration 7F: 3 clusters Score -7839655 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -7843102.000000 Penalty: 5483.629395
	Iteration 8F: 3 clusters Score -7843102 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -7846413.000000 Penalty: 5483.629395
	Iteration 9F: 3 clusters Score -7846413 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -7849041.500000 Penalty: 5483.629395
	Iteration 10F: 3 clusters Score -7849042 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7850877.500000 Penalty: 5483.629395
	Iteration 11Q: 3 clusters Score -7850878 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -7852087.500000 Penalty: 5483.629395
	Iteration 12Q: 3 clusters Score -7852088 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7852868.000000 Penalty: 5483.629395
	Iteration 13Q: 3 clusters Score -7852868 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -7853369.000000 Penalty: 5483.629395
	Iteration 14Q: 3 clusters Score -7853369 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -7853728.000000 Penalty: 5483.629395
	Iteration 15Q: 3 clusters Score -7853728 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -7853999.000000 Penalty: 5483.629395
	Iteration 16Q: 3 clusters Score -7853999 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -7854246.500000 Penalty: 5483.629395
	Iteration 17Q: 3 clusters Score -7854246 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -7854441.000000 Penalty: 5483.629395
	Iteration 18Q: 3 clusters Score -7854441 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7854649.500000 Penalty: 5483.629395
	Iteration 19Q: 3 clusters Score -7854650 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7854892.000000 Penalty: 5483.629395
	Iteration 20F: 3 clusters Score -7854892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7855117.000000 Penalty: 5483.629395
	Iteration 21Q: 3 clusters Score -7855117 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -7855323.000000 Penalty: 5483.629395
	Iteration 22Q: 3 clusters Score -7855323 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7855431.000000 Penalty: 5483.629395
	Iteration 23Q: 3 clusters Score -7855431 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7855585.500000 Penalty: 5483.629395
	Iteration 24Q: 3 clusters Score -7855586 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -7855680.500000 Penalty: 5483.629395
	Iteration 25Q: 3 clusters Score -7855680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7855799.500000 Penalty: 5483.629395
	Iteration 26Q: 3 clusters Score -7855800 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7855850.000000 Penalty: 5483.629395
	Iteration 27Q: 3 clusters Score -7855850 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7855904.500000 Penalty: 5483.629395
	Iteration 28Q: 3 clusters Score -7855904 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7855950.000000 Penalty: 5483.629395
	Iteration 29Q: 3 clusters Score -7855950 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7856001.000000 Penalty: 5483.629395
	Iteration 30Q: 3 clusters Score -7856001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7856029.500000 Penalty: 5483.629395
	Iteration 31Q: 3 clusters Score -7856030 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -7856051.500000 Penalty: 5483.629395
	Iteration 32Q: 3 clusters Score -7856052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7856084.000000 Penalty: 5483.629395
	Iteration 33Q: 3 clusters Score -7856084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -7856094.500000 Penalty: 5483.629395
	Iteration 34Q: 3 clusters Score -7856094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7856113.000000 Penalty: 5483.629395
	Iteration 35Q: 3 clusters Score -7856113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7856142.000000 Penalty: 5483.629395
	Iteration 36Q: 3 clusters Score -7856142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7856168.000000 Penalty: 5483.629395
	Iteration 37Q: 3 clusters Score -7856168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -7856172.000000 Penalty: 5483.629395
	Iteration 38Q: 3 clusters Score -7856172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7856189.500000 Penalty: 5483.629395
	Iteration 39Q: 3 clusters Score -7856190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7856202.500000 Penalty: 5483.629395
	Iteration 40F: 3 clusters Score -7856202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -7856221.500000 Penalty: 5483.629395
	Iteration 41Q: 3 clusters Score -7856222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7856223.500000 Penalty: 5483.629395
	Iteration 42Q: 3 clusters Score -7856224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -7856229.000000 Penalty: 5483.629395
	Iteration 43Q: 3 clusters Score -7856229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -7856239.500000 Penalty: 5483.629395
	Iteration 44Q: 3 clusters Score -7856240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -7856267.500000 Penalty: 5483.629395
	Iteration 45Q: 3 clusters Score -7856268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7856282.000000 Penalty: 5483.629395
	Iteration 46Q: 3 clusters Score -7856282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7856271.000000 Penalty: 5483.629395
	Iteration 47Q: 3 clusters Score -7856271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -7856280.000000 Penalty: 5483.629395
	Iteration 48Q: 3 clusters Score -7856280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -7856272.500000 Penalty: 5483.629395
	Iteration 49Q: 3 clusters Score -7856272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7856284.500000 Penalty: 5483.629395
	Iteration 50Q: 3 clusters Score -7856284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -7856281.500000 Penalty: 5483.629395
	Iteration 51Q: 3 clusters Score -7856282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -7856264.500000 Penalty: 5483.629395
	Iteration 52Q: 3 clusters Score -7856264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -7856276.000000 Penalty: 5483.629395
	Iteration 53Q: 3 clusters Score -7856276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7856295.000000 Penalty: 5483.629395
	Iteration 54Q: 3 clusters Score -7856295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7856294.500000 Penalty: 5483.629395
	Iteration 55Q: 3 clusters Score -7856294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -7856299.000000 Penalty: 5483.629395
	Iteration 56Q: 3 clusters Score -7856299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7856319.500000 Penalty: 5483.629395
	Iteration 57Q: 3 clusters Score -7856320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7856344.000000 Penalty: 5483.629395
	Iteration 58Q: 3 clusters Score -7856344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -7856343.000000 Penalty: 5483.629395
	Iteration 59Q: 3 clusters Score -7856343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -7856335.000000 Penalty: 5483.629395
	Iteration 60F: 3 clusters Score -7856335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7856333.000000 Penalty: 5483.629395
	Iteration 61Q: 3 clusters Score -7856333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -7856340.000000 Penalty: 5483.629395
	Iteration 62Q: 3 clusters Score -7856340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -7856335.000000 Penalty: 5483.629395
	Iteration 63Q: 3 clusters Score -7856335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7856335.000000 Penalty: 5483.629395
	Iteration 64Q: 3 clusters Score -7856335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7856329.500000 Penalty: 5483.629395
	Iteration 65Q: 3 clusters Score -7856330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7856338.000000 Penalty: 5483.629395
	Iteration 66Q: 3 clusters Score -7856338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7856344.000000 Penalty: 5483.629395
	Iteration 67Q: 3 clusters Score -7856344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7856347.000000 Penalty: 5483.629395
	Iteration 68Q: 3 clusters Score -7856347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -7856347.500000 Penalty: 5483.629395
	Iteration 69Q: 3 clusters Score -7856348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -7856338.500000 Penalty: 5483.629395
	Iteration 70Q: 3 clusters Score -7856338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -7856338.500000 Penalty: 5483.629395
	Iteration 71F: 3 clusters Score -7856338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 19218 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Entering Unmasked Estep 
Score: -104863776.000000 Penalty: 74423.750000
Splitting cluster 4 changes total score from -104858280.000000 to -104863776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (19218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Entering Unmasked Estep 
Score: -2407531.750000 Penalty: 2446.173340
	Iteration 0F: 2 clusters Score -2407532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2393971.250000 Penalty: 4892.346680
	Iteration 0F: 3 clusters Score -2393971 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2399109.500000 Penalty: 4892.346680
	Iteration 1F: 3 clusters Score -2399110 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2400608.500000 Penalty: 4892.346680
	Iteration 2F: 3 clusters Score -2400608 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2402360.500000 Penalty: 4892.346680
	Iteration 3F: 3 clusters Score -2402360 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2404080.000000 Penalty: 4892.346680
	Iteration 4F: 3 clusters Score -2404080 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2405444.250000 Penalty: 4892.346680
	Iteration 5F: 3 clusters Score -2405444 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2406198.250000 Penalty: 4892.346680
	Iteration 6F: 3 clusters Score -2406198 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2406570.500000 Penalty: 4892.346680
	Iteration 7Q: 3 clusters Score -2406570 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2406812.500000 Penalty: 4892.346680
	Iteration 8Q: 3 clusters Score -2406812 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2406967.750000 Penalty: 4892.346680
	Iteration 9Q: 3 clusters Score -2406968 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2407110.500000 Penalty: 4892.346680
	Iteration 10Q: 3 clusters Score -2407110 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2407205.000000 Penalty: 4892.346680
	Iteration 11Q: 3 clusters Score -2407205 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2407270.750000 Penalty: 4892.346680
	Iteration 12Q: 3 clusters Score -2407271 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2407300.750000 Penalty: 4892.346680
	Iteration 13Q: 3 clusters Score -2407301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2407327.500000 Penalty: 4892.346680
	Iteration 14Q: 3 clusters Score -2407328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2407344.250000 Penalty: 4892.346680
	Iteration 15Q: 3 clusters Score -2407344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2407351.000000 Penalty: 4892.346680
	Iteration 16Q: 3 clusters Score -2407351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2407368.250000 Penalty: 4892.346680
	Iteration 17Q: 3 clusters Score -2407368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2407388.500000 Penalty: 4892.346680
	Iteration 18Q: 3 clusters Score -2407388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2407401.250000 Penalty: 4892.346680
	Iteration 19Q: 3 clusters Score -2407401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2407410.500000 Penalty: 4892.346680
	Iteration 20F: 3 clusters Score -2407410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2407428.500000 Penalty: 4892.346680
	Iteration 21Q: 3 clusters Score -2407428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2407432.500000 Penalty: 4892.346680
	Iteration 22Q: 3 clusters Score -2407432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2407456.000000 Penalty: 4892.346680
	Iteration 23Q: 3 clusters Score -2407456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2407464.750000 Penalty: 4892.346680
	Iteration 24Q: 3 clusters Score -2407465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2407480.000000 Penalty: 4892.346680
	Iteration 25Q: 3 clusters Score -2407480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2407488.500000 Penalty: 4892.346680
	Iteration 26Q: 3 clusters Score -2407488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2407515.000000 Penalty: 4892.346680
	Iteration 27Q: 3 clusters Score -2407515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2407532.750000 Penalty: 4892.346680
	Iteration 28Q: 3 clusters Score -2407533 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2407558.000000 Penalty: 4892.346680
	Iteration 29Q: 3 clusters Score -2407558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2407578.000000 Penalty: 4892.346680
	Iteration 30Q: 3 clusters Score -2407578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2407601.000000 Penalty: 4892.346680
	Iteration 31Q: 3 clusters Score -2407601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2407624.000000 Penalty: 4892.346680
	Iteration 32Q: 3 clusters Score -2407624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2407641.500000 Penalty: 4892.346680
	Iteration 33Q: 3 clusters Score -2407642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2407665.250000 Penalty: 4892.346680
	Iteration 34Q: 3 clusters Score -2407665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2407699.500000 Penalty: 4892.346680
	Iteration 35Q: 3 clusters Score -2407700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2407751.750000 Penalty: 4892.346680
	Iteration 36Q: 3 clusters Score -2407752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2407824.250000 Penalty: 4892.346680
	Iteration 37Q: 3 clusters Score -2407824 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2407965.250000 Penalty: 4892.346680
	Iteration 38Q: 3 clusters Score -2407965 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2408148.500000 Penalty: 4892.346680
	Iteration 39Q: 3 clusters Score -2408148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2408341.250000 Penalty: 4892.346680
	Iteration 40F: 3 clusters Score -2408341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2408445.500000 Penalty: 4892.346680
	Iteration 41Q: 3 clusters Score -2408446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2408481.500000 Penalty: 4892.346680
	Iteration 42Q: 3 clusters Score -2408482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2408502.250000 Penalty: 4892.346680
	Iteration 43Q: 3 clusters Score -2408502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2408510.750000 Penalty: 4892.346680
	Iteration 44Q: 3 clusters Score -2408511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2408520.250000 Penalty: 4892.346680
	Iteration 45Q: 3 clusters Score -2408520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2408516.250000 Penalty: 4892.346680
	Iteration 46Q: 3 clusters Score -2408516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2408520.250000 Penalty: 4892.346680
	Iteration 47Q: 3 clusters Score -2408520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2408520.250000 Penalty: 4892.346680
	Iteration 48F: 3 clusters Score -2408520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Entering Unmasked Estep 
Score: -104863888.000000 Penalty: 77806.648438
Splitting cluster 5 changes total score from -104858280.000000 to -104863888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -558900.562500 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -558900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -554704.062500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -554704.1 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -555683.187500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -555683.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -555901.125000 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -555901.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -556065.312500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -556065.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -556267.312500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -556267.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -556442.875000 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -556442.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -556601.250000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -556601.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -556771.125000 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -556771.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -556911.500000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -556911.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -557052.000000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -557052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -557167.000000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -557167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -557253.500000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -557253.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -557344.437500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -557344.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -557394.812500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -557394.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -557415.062500 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -557415.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -557432.500000 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -557432.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -557452.000000 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -557452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -557472.125000 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -557472.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -557489.437500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -557489.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -557504.875000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -557504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -557515.187500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -557515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -557521.937500 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -557521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -557526.312500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -557526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -557529.187500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -557529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -557534.187500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -557534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -557536.750000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -557536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -557537.312500 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -557537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -557539.062500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -557539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -557540.312500 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -557540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -557542.875000 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -557542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -557543.187500 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -557543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -557544.750000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -557544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -557546.500000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -557546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -557547.625000 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -557547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -557548.000000 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -557548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -557548.000000 Penalty: 4171.496582
	Iteration 35F: 3 clusters Score -557548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Entering Unmasked Estep 
Score: -1277651.625000 Penalty: 2311.626953
	Iteration 0F: 2 clusters Score -1277652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1269305.125000 Penalty: 4623.253906
	Iteration 0F: 3 clusters Score -1269305 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1272040.125000 Penalty: 4623.253906
	Iteration 1F: 3 clusters Score -1272040 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1272717.125000 Penalty: 4623.253906
	Iteration 2F: 3 clusters Score -1272717 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1273381.625000 Penalty: 4623.253906
	Iteration 3F: 3 clusters Score -1273382 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1273979.000000 Penalty: 4623.253906
	Iteration 4F: 3 clusters Score -1273979 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1274455.250000 Penalty: 4623.253906
	Iteration 5F: 3 clusters Score -1274455 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1274716.625000 Penalty: 4623.253906
	Iteration 6Q: 3 clusters Score -1274717 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1274850.875000 Penalty: 4623.253906
	Iteration 7Q: 3 clusters Score -1274851 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1274976.500000 Penalty: 4623.253906
	Iteration 8Q: 3 clusters Score -1274976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1275078.375000 Penalty: 4623.253906
	Iteration 9Q: 3 clusters Score -1275078 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1275162.125000 Penalty: 4623.253906
	Iteration 10Q: 3 clusters Score -1275162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1275220.875000 Penalty: 4623.253906
	Iteration 11Q: 3 clusters Score -1275221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1275271.250000 Penalty: 4623.253906
	Iteration 12Q: 3 clusters Score -1275271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1275313.375000 Penalty: 4623.253906
	Iteration 13Q: 3 clusters Score -1275313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1275352.250000 Penalty: 4623.253906
	Iteration 14Q: 3 clusters Score -1275352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1275386.000000 Penalty: 4623.253906
	Iteration 15Q: 3 clusters Score -1275386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1275428.125000 Penalty: 4623.253906
	Iteration 16Q: 3 clusters Score -1275428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1275459.500000 Penalty: 4623.253906
	Iteration 17Q: 3 clusters Score -1275460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1275486.125000 Penalty: 4623.253906
	Iteration 18Q: 3 clusters Score -1275486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1275512.250000 Penalty: 4623.253906
	Iteration 19Q: 3 clusters Score -1275512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1275540.125000 Penalty: 4623.253906
	Iteration 20F: 3 clusters Score -1275540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1275557.125000 Penalty: 4623.253906
	Iteration 21Q: 3 clusters Score -1275557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1275579.875000 Penalty: 4623.253906
	Iteration 22Q: 3 clusters Score -1275580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1275588.250000 Penalty: 4623.253906
	Iteration 23Q: 3 clusters Score -1275588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1275605.500000 Penalty: 4623.253906
	Iteration 24Q: 3 clusters Score -1275606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1275630.000000 Penalty: 4623.253906
	Iteration 25Q: 3 clusters Score -1275630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1275647.000000 Penalty: 4623.253906
	Iteration 26Q: 3 clusters Score -1275647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1275661.000000 Penalty: 4623.253906
	Iteration 27Q: 3 clusters Score -1275661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1275691.875000 Penalty: 4623.253906
	Iteration 28Q: 3 clusters Score -1275692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1275720.500000 Penalty: 4623.253906
	Iteration 29Q: 3 clusters Score -1275720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1275754.625000 Penalty: 4623.253906
	Iteration 30Q: 3 clusters Score -1275755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1275772.625000 Penalty: 4623.253906
	Iteration 31Q: 3 clusters Score -1275773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1275808.375000 Penalty: 4623.253906
	Iteration 32Q: 3 clusters Score -1275808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1275853.625000 Penalty: 4623.253906
	Iteration 33Q: 3 clusters Score -1275854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1275908.125000 Penalty: 4623.253906
	Iteration 34Q: 3 clusters Score -1275908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1275999.125000 Penalty: 4623.253906
	Iteration 35Q: 3 clusters Score -1275999 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1276219.875000 Penalty: 4623.253906
	Iteration 36Q: 3 clusters Score -1276220 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1276613.875000 Penalty: 4623.253906
	Iteration 37Q: 3 clusters Score -1276614 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1276962.375000 Penalty: 4623.253906
	Iteration 38Q: 3 clusters Score -1276962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1277254.625000 Penalty: 4623.253906
	Iteration 39Q: 3 clusters Score -1277255 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1277556.250000 Penalty: 4623.253906
	Iteration 40F: 3 clusters Score -1277556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1277730.875000 Penalty: 4623.253906
	Iteration 41Q: 3 clusters Score -1277731 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1277862.500000 Penalty: 4623.253906
	Iteration 42Q: 3 clusters Score -1277862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1277967.125000 Penalty: 4623.253906
	Iteration 43Q: 3 clusters Score -1277967 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1278078.375000 Penalty: 4623.253906
	Iteration 44Q: 3 clusters Score -1278078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1278186.125000 Penalty: 4623.253906
	Iteration 45Q: 3 clusters Score -1278186 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1278273.500000 Penalty: 4623.253906
	Iteration 46Q: 3 clusters Score -1278274 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1278353.750000 Penalty: 4623.253906
	Iteration 47Q: 3 clusters Score -1278354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1278410.250000 Penalty: 4623.253906
	Iteration 48Q: 3 clusters Score -1278410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1278465.750000 Penalty: 4623.253906
	Iteration 49Q: 3 clusters Score -1278466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1278498.250000 Penalty: 4623.253906
	Iteration 50Q: 3 clusters Score -1278498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1278534.000000 Penalty: 4623.253906
	Iteration 51Q: 3 clusters Score -1278534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1278559.125000 Penalty: 4623.253906
	Iteration 52Q: 3 clusters Score -1278559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1278581.375000 Penalty: 4623.253906
	Iteration 53Q: 3 clusters Score -1278581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1278613.000000 Penalty: 4623.253906
	Iteration 54Q: 3 clusters Score -1278613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1278628.125000 Penalty: 4623.253906
	Iteration 55Q: 3 clusters Score -1278628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1278640.375000 Penalty: 4623.253906
	Iteration 56Q: 3 clusters Score -1278640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1278649.250000 Penalty: 4623.253906
	Iteration 57Q: 3 clusters Score -1278649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1278653.375000 Penalty: 4623.253906
	Iteration 58Q: 3 clusters Score -1278653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1278656.000000 Penalty: 4623.253906
	Iteration 59Q: 3 clusters Score -1278656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1278664.250000 Penalty: 4623.253906
	Iteration 60F: 3 clusters Score -1278664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1278672.500000 Penalty: 4623.253906
	Iteration 61Q: 3 clusters Score -1278672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1278677.750000 Penalty: 4623.253906
	Iteration 62Q: 3 clusters Score -1278678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1278683.500000 Penalty: 4623.253906
	Iteration 63Q: 3 clusters Score -1278684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1278686.125000 Penalty: 4623.253906
	Iteration 64Q: 3 clusters Score -1278686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1278688.250000 Penalty: 4623.253906
	Iteration 65Q: 3 clusters Score -1278688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1278688.500000 Penalty: 4623.253906
	Iteration 66Q: 3 clusters Score -1278688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1278687.625000 Penalty: 4623.253906
	Iteration 67Q: 3 clusters Score -1278688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1278690.125000 Penalty: 4623.253906
	Iteration 68Q: 3 clusters Score -1278690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1278690.875000 Penalty: 4623.253906
	Iteration 69Q: 3 clusters Score -1278691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1278690.875000 Penalty: 4623.253906
	Iteration 70F: 3 clusters Score -1278691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Entering Unmasked Estep 
Score: -104863912.000000 Penalty: 81189.546875
Splitting cluster 7 changes total score from -104858280.000000 to -104863912.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -564247.625000 Penalty: 2104.863281
	Iteration 0F: 2 clusters Score -564247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -559909.812500 Penalty: 4209.726562
	Iteration 0F: 3 clusters Score -559909.8 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -561107.750000 Penalty: 4209.726562
	Iteration 1F: 3 clusters Score -561107.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -561371.812500 Penalty: 4209.726562
	Iteration 2F: 3 clusters Score -561371.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -561537.187500 Penalty: 4209.726562
	Iteration 3F: 3 clusters Score -561537.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -561679.375000 Penalty: 4209.726562
	Iteration 4Q: 3 clusters Score -561679.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -561819.812500 Penalty: 4209.726562
	Iteration 5Q: 3 clusters Score -561819.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -561954.312500 Penalty: 4209.726562
	Iteration 6Q: 3 clusters Score -561954.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -562086.375000 Penalty: 4209.726562
	Iteration 7Q: 3 clusters Score -562086.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -562191.312500 Penalty: 4209.726562
	Iteration 8Q: 3 clusters Score -562191.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -562296.562500 Penalty: 4209.726562
	Iteration 9Q: 3 clusters Score -562296.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -562378.250000 Penalty: 4209.726562
	Iteration 10Q: 3 clusters Score -562378.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -562472.500000 Penalty: 4209.726562
	Iteration 11Q: 3 clusters Score -562472.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -562570.625000 Penalty: 4209.726562
	Iteration 12Q: 3 clusters Score -562570.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -562669.250000 Penalty: 4209.726562
	Iteration 13Q: 3 clusters Score -562669.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -562746.687500 Penalty: 4209.726562
	Iteration 14Q: 3 clusters Score -562746.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -562816.375000 Penalty: 4209.726562
	Iteration 15Q: 3 clusters Score -562816.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -562885.250000 Penalty: 4209.726562
	Iteration 16Q: 3 clusters Score -562885.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -562960.125000 Penalty: 4209.726562
	Iteration 17Q: 3 clusters Score -562960.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -563005.562500 Penalty: 4209.726562
	Iteration 18Q: 3 clusters Score -563005.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -563030.687500 Penalty: 4209.726562
	Iteration 19Q: 3 clusters Score -563030.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -563053.375000 Penalty: 4209.726562
	Iteration 20F: 3 clusters Score -563053.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -563067.687500 Penalty: 4209.726562
	Iteration 21Q: 3 clusters Score -563067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -563076.937500 Penalty: 4209.726562
	Iteration 22Q: 3 clusters Score -563076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -563082.125000 Penalty: 4209.726562
	Iteration 23Q: 3 clusters Score -563082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -563087.375000 Penalty: 4209.726562
	Iteration 24Q: 3 clusters Score -563087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -563092.000000 Penalty: 4209.726562
	Iteration 25Q: 3 clusters Score -563092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -563095.062500 Penalty: 4209.726562
	Iteration 26Q: 3 clusters Score -563095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -563099.062500 Penalty: 4209.726562
	Iteration 27Q: 3 clusters Score -563099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -563101.562500 Penalty: 4209.726562
	Iteration 28Q: 3 clusters Score -563101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -563102.875000 Penalty: 4209.726562
	Iteration 29Q: 3 clusters Score -563102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -563104.312500 Penalty: 4209.726562
	Iteration 30Q: 3 clusters Score -563104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563107.937500 Penalty: 4209.726562
	Iteration 31Q: 3 clusters Score -563107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -563113.187500 Penalty: 4209.726562
	Iteration 32Q: 3 clusters Score -563113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -563114.562500 Penalty: 4209.726562
	Iteration 33Q: 3 clusters Score -563114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -563115.250000 Penalty: 4209.726562
	Iteration 34Q: 3 clusters Score -563115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -563117.125000 Penalty: 4209.726562
	Iteration 35Q: 3 clusters Score -563117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -563117.812500 Penalty: 4209.726562
	Iteration 36Q: 3 clusters Score -563117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -563118.625000 Penalty: 4209.726562
	Iteration 37Q: 3 clusters Score -563118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -563120.250000 Penalty: 4209.726562
	Iteration 38Q: 3 clusters Score -563120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563119.437500 Penalty: 4209.726562
	Iteration 39Q: 3 clusters Score -563119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563119.437500 Penalty: 4209.726562
	Iteration 40F: 3 clusters Score -563119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Entering Unmasked Estep 
Score: -1770489.875000 Penalty: 2370.007080
	Iteration 0F: 2 clusters Score -1770490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1760125.875000 Penalty: 4740.014160
	Iteration 0F: 3 clusters Score -1760126 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1763488.375000 Penalty: 4740.014160
	Iteration 1F: 3 clusters Score -1763488 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1763921.000000 Penalty: 4740.014160
	Iteration 2F: 3 clusters Score -1763921 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1764292.250000 Penalty: 4740.014160
	Iteration 3F: 3 clusters Score -1764292 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1764624.250000 Penalty: 4740.014160
	Iteration 4Q: 3 clusters Score -1764624 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1764972.375000 Penalty: 4740.014160
	Iteration 5Q: 3 clusters Score -1764972 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1765356.250000 Penalty: 4740.014160
	Iteration 6Q: 3 clusters Score -1765356 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1765842.375000 Penalty: 4740.014160
	Iteration 7Q: 3 clusters Score -1765842 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1766477.625000 Penalty: 4740.014160
	Iteration 8F: 3 clusters Score -1766478 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1767297.000000 Penalty: 4740.014160
	Iteration 9F: 3 clusters Score -1767297 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1768196.000000 Penalty: 4740.014160
	Iteration 10F: 3 clusters Score -1768196 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1768875.000000 Penalty: 4740.014160
	Iteration 11Q: 3 clusters Score -1768875 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1769279.625000 Penalty: 4740.014160
	Iteration 12Q: 3 clusters Score -1769280 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1769480.375000 Penalty: 4740.014160
	Iteration 13Q: 3 clusters Score -1769480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1769612.500000 Penalty: 4740.014160
	Iteration 14Q: 3 clusters Score -1769612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1769696.250000 Penalty: 4740.014160
	Iteration 15Q: 3 clusters Score -1769696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1769759.000000 Penalty: 4740.014160
	Iteration 16Q: 3 clusters Score -1769759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1769807.625000 Penalty: 4740.014160
	Iteration 17Q: 3 clusters Score -1769808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1769855.125000 Penalty: 4740.014160
	Iteration 18Q: 3 clusters Score -1769855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1769898.500000 Penalty: 4740.014160
	Iteration 19Q: 3 clusters Score -1769898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1769919.000000 Penalty: 4740.014160
	Iteration 20F: 3 clusters Score -1769919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1769934.500000 Penalty: 4740.014160
	Iteration 21Q: 3 clusters Score -1769934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1769954.250000 Penalty: 4740.014160
	Iteration 22Q: 3 clusters Score -1769954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1769979.750000 Penalty: 4740.014160
	Iteration 23Q: 3 clusters Score -1769980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1769995.875000 Penalty: 4740.014160
	Iteration 24Q: 3 clusters Score -1769996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1770006.250000 Penalty: 4740.014160
	Iteration 25Q: 3 clusters Score -1770006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1770021.375000 Penalty: 4740.014160
	Iteration 26Q: 3 clusters Score -1770021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1770040.000000 Penalty: 4740.014160
	Iteration 27Q: 3 clusters Score -1770040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1770059.000000 Penalty: 4740.014160
	Iteration 28Q: 3 clusters Score -1770059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1770064.625000 Penalty: 4740.014160
	Iteration 29Q: 3 clusters Score -1770065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1770079.625000 Penalty: 4740.014160
	Iteration 30Q: 3 clusters Score -1770080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1770088.500000 Penalty: 4740.014160
	Iteration 31Q: 3 clusters Score -1770088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1770092.625000 Penalty: 4740.014160
	Iteration 32Q: 3 clusters Score -1770093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1770100.000000 Penalty: 4740.014160
	Iteration 33Q: 3 clusters Score -1770100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1770103.250000 Penalty: 4740.014160
	Iteration 34Q: 3 clusters Score -1770103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1770110.375000 Penalty: 4740.014160
	Iteration 35Q: 3 clusters Score -1770110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1770119.875000 Penalty: 4740.014160
	Iteration 36Q: 3 clusters Score -1770120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1770118.125000 Penalty: 4740.014160
	Iteration 37Q: 3 clusters Score -1770118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1770115.250000 Penalty: 4740.014160
	Iteration 38Q: 3 clusters Score -1770115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1770122.625000 Penalty: 4740.014160
	Iteration 39Q: 3 clusters Score -1770123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1770127.000000 Penalty: 4740.014160
	Iteration 40F: 3 clusters Score -1770127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1770128.500000 Penalty: 4740.014160
	Iteration 41Q: 3 clusters Score -1770128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1770133.375000 Penalty: 4740.014160
	Iteration 42Q: 3 clusters Score -1770133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1770135.625000 Penalty: 4740.014160
	Iteration 43Q: 3 clusters Score -1770136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1770137.250000 Penalty: 4740.014160
	Iteration 44Q: 3 clusters Score -1770137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1770142.000000 Penalty: 4740.014160
	Iteration 45Q: 3 clusters Score -1770142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1770144.375000 Penalty: 4740.014160
	Iteration 46Q: 3 clusters Score -1770144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1770150.375000 Penalty: 4740.014160
	Iteration 47Q: 3 clusters Score -1770150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1770144.625000 Penalty: 4740.014160
	Iteration 48Q: 3 clusters Score -1770145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1770148.875000 Penalty: 4740.014160
	Iteration 49Q: 3 clusters Score -1770149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1770150.125000 Penalty: 4740.014160
	Iteration 50Q: 3 clusters Score -1770150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1770153.125000 Penalty: 4740.014160
	Iteration 51Q: 3 clusters Score -1770153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1770154.125000 Penalty: 4740.014160
	Iteration 52Q: 3 clusters Score -1770154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1770158.125000 Penalty: 4740.014160
	Iteration 53Q: 3 clusters Score -1770158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1770156.875000 Penalty: 4740.014160
	Iteration 54Q: 3 clusters Score -1770157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1770155.250000 Penalty: 4740.014160
	Iteration 55Q: 3 clusters Score -1770155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1770161.500000 Penalty: 4740.014160
	Iteration 56Q: 3 clusters Score -1770162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1770159.625000 Penalty: 4740.014160
	Iteration 57Q: 3 clusters Score -1770160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1770159.625000 Penalty: 4740.014160
	Iteration 58Q: 3 clusters Score -1770160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1770162.375000 Penalty: 4740.014160
	Iteration 59Q: 3 clusters Score -1770162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1770164.750000 Penalty: 4740.014160
	Iteration 60F: 3 clusters Score -1770165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1770163.125000 Penalty: 4740.014160
	Iteration 61Q: 3 clusters Score -1770163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1770163.625000 Penalty: 4740.014160
	Iteration 62Q: 3 clusters Score -1770164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1770165.875000 Penalty: 4740.014160
	Iteration 63Q: 3 clusters Score -1770166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1770168.000000 Penalty: 4740.014160
	Iteration 64Q: 3 clusters Score -1770168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1770165.500000 Penalty: 4740.014160
	Iteration 65Q: 3 clusters Score -1770166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1770166.125000 Penalty: 4740.014160
	Iteration 66Q: 3 clusters Score -1770166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1770165.250000 Penalty: 4740.014160
	Iteration 67Q: 3 clusters Score -1770165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1770167.250000 Penalty: 4740.014160
	Iteration 68Q: 3 clusters Score -1770167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1770165.125000 Penalty: 4740.014160
	Iteration 69Q: 3 clusters Score -1770165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1770163.500000 Penalty: 4740.014160
	Iteration 70Q: 3 clusters Score -1770164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1770166.875000 Penalty: 4740.014160
	Iteration 71Q: 3 clusters Score -1770167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1770167.125000 Penalty: 4740.014160
	Iteration 72Q: 3 clusters Score -1770167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1770167.125000 Penalty: 4740.014160
	Iteration 73F: 3 clusters Score -1770167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -1107349.250000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -1107349 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 4674 members 
Entering Unmasked Estep 
Score: -1100166.750000 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -1100167 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1102574.500000 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -1102574 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1104020.500000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -1104020 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1106327.250000 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -1106327 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1108132.875000 Penalty: 4535.311523
	Iteration 4F: 3 clusters Score -1108133 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1108809.250000 Penalty: 4535.311523
	Iteration 5F: 3 clusters Score -1108809 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1109052.125000 Penalty: 4535.311523
	Iteration 6Q: 3 clusters Score -1109052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1109171.625000 Penalty: 4535.311523
	Iteration 7Q: 3 clusters Score -1109172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1109259.625000 Penalty: 4535.311523
	Iteration 8Q: 3 clusters Score -1109260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1109333.375000 Penalty: 4535.311523
	Iteration 9Q: 3 clusters Score -1109333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1109400.500000 Penalty: 4535.311523
	Iteration 10Q: 3 clusters Score -1109400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1109429.750000 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -1109430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1109443.875000 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -1109444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1109457.375000 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -1109457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1109465.250000 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -1109465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1109470.375000 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -1109470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1109479.500000 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -1109480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1109482.375000 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -1109482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1109485.750000 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -1109486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1109488.500000 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -1109488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1109491.750000 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -1109492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1109489.750000 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -1109490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1109491.750000 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -1109492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1109492.500000 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -1109492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1109493.625000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -1109494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1109497.625000 Penalty: 4535.311523
	Iteration 25Q: 3 clusters Score -1109498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1109498.125000 Penalty: 4535.311523
	Iteration 26Q: 3 clusters Score -1109498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1109497.250000 Penalty: 4535.311523
	Iteration 27Q: 3 clusters Score -1109497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1109496.750000 Penalty: 4535.311523
	Iteration 28Q: 3 clusters Score -1109497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1109496.125000 Penalty: 4535.311523
	Iteration 29Q: 3 clusters Score -1109496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1109498.125000 Penalty: 4535.311523
	Iteration 30Q: 3 clusters Score -1109498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1109498.125000 Penalty: 4535.311523
	Iteration 31F: 3 clusters Score -1109498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Entering Unmasked Estep 
Score: -104864840.000000 Penalty: 84572.445312
Splitting cluster 12 changes total score from -104858280.000000 to -104864840.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -1069494.375000 Penalty: 2283.120605
	Iteration 0F: 2 clusters Score -1069494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1061984.250000 Penalty: 4566.241211
	Iteration 0F: 3 clusters Score -1061984 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1064546.875000 Penalty: 4566.241211
	Iteration 1F: 3 clusters Score -1064547 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1065292.250000 Penalty: 4566.241211
	Iteration 2F: 3 clusters Score -1065292 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1066006.625000 Penalty: 4566.241211
	Iteration 3F: 3 clusters Score -1066007 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1066578.875000 Penalty: 4566.241211
	Iteration 4F: 3 clusters Score -1066579 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1067005.750000 Penalty: 4566.241211
	Iteration 5F: 3 clusters Score -1067006 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1067341.125000 Penalty: 4566.241211
	Iteration 6F: 3 clusters Score -1067341 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1067675.750000 Penalty: 4566.241211
	Iteration 7Q: 3 clusters Score -1067676 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1068048.875000 Penalty: 4566.241211
	Iteration 8Q: 3 clusters Score -1068049 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1068431.250000 Penalty: 4566.241211
	Iteration 9Q: 3 clusters Score -1068431 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1068694.250000 Penalty: 4566.241211
	Iteration 10Q: 3 clusters Score -1068694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1068898.500000 Penalty: 4566.241211
	Iteration 11Q: 3 clusters Score -1068898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1069071.125000 Penalty: 4566.241211
	Iteration 12Q: 3 clusters Score -1069071 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1069246.625000 Penalty: 4566.241211
	Iteration 13Q: 3 clusters Score -1069247 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1069366.625000 Penalty: 4566.241211
	Iteration 14Q: 3 clusters Score -1069367 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1069459.375000 Penalty: 4566.241211
	Iteration 15Q: 3 clusters Score -1069459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1069528.125000 Penalty: 4566.241211
	Iteration 16Q: 3 clusters Score -1069528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1069587.000000 Penalty: 4566.241211
	Iteration 17Q: 3 clusters Score -1069587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1069631.125000 Penalty: 4566.241211
	Iteration 18Q: 3 clusters Score -1069631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1069659.750000 Penalty: 4566.241211
	Iteration 19Q: 3 clusters Score -1069660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1069688.875000 Penalty: 4566.241211
	Iteration 20F: 3 clusters Score -1069689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1069712.000000 Penalty: 4566.241211
	Iteration 21Q: 3 clusters Score -1069712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1069730.875000 Penalty: 4566.241211
	Iteration 22Q: 3 clusters Score -1069731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1069744.500000 Penalty: 4566.241211
	Iteration 23Q: 3 clusters Score -1069744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1069761.625000 Penalty: 4566.241211
	Iteration 24Q: 3 clusters Score -1069762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1069770.500000 Penalty: 4566.241211
	Iteration 25Q: 3 clusters Score -1069770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1069776.125000 Penalty: 4566.241211
	Iteration 26Q: 3 clusters Score -1069776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1069777.750000 Penalty: 4566.241211
	Iteration 27Q: 3 clusters Score -1069778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1069781.000000 Penalty: 4566.241211
	Iteration 28Q: 3 clusters Score -1069781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1069779.500000 Penalty: 4566.241211
	Iteration 29Q: 3 clusters Score -1069780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1069780.000000 Penalty: 4566.241211
	Iteration 30Q: 3 clusters Score -1069780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1069780.125000 Penalty: 4566.241211
	Iteration 31Q: 3 clusters Score -1069780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1069781.125000 Penalty: 4566.241211
	Iteration 32Q: 3 clusters Score -1069781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1069780.750000 Penalty: 4566.241211
	Iteration 33Q: 3 clusters Score -1069781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1069780.750000 Penalty: 4566.241211
	Iteration 34F: 3 clusters Score -1069781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 2160 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Entering Unmasked Estep 
Score: -104864256.000000 Penalty: 87955.343750
Splitting cluster 13 changes total score from -104858280.000000 to -104864256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -199971.500000 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -199971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -197669.718750 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -197669.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200406.796875 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -200406.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -202464.031250 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -202464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -203512.453125 Penalty: 3808.220459
	Iteration 3F: 3 clusters Score -203512.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204693.453125 Penalty: 3808.220459
	Iteration 4F: 3 clusters Score -204693.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -206270.796875 Penalty: 3808.220459
	Iteration 5Q: 3 clusters Score -206270.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -207369.078125 Penalty: 3808.220459
	Iteration 6F: 3 clusters Score -207369.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -207932.453125 Penalty: 3808.220459
	Iteration 7F: 3 clusters Score -207932.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208425.140625 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -208425.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -209231.437500 Penalty: 3808.220459
	Iteration 9F: 3 clusters Score -209231.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210527.140625 Penalty: 3808.220459
	Iteration 10F: 3 clusters Score -210527.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211374.953125 Penalty: 3808.220459
	Iteration 11F: 3 clusters Score -211375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -211632.968750 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -211633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -211758.078125 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -211758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211830.593750 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -211830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -211872.390625 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -211872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211901.656250 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -211901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -211923.671875 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -211923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211951.859375 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -211951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211968.781250 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -211968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -211994.046875 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -211994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -212004.062500 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -212004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -212004.062500 Penalty: 3808.220459
	Iteration 22F: 3 clusters Score -212004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 742 members 
Entering Unmasked Estep 
Score: -104874856.000000 Penalty: 91338.234375
Splitting cluster 14 changes total score from -104858280.000000 to -104874856.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (20737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Entering Unmasked Estep 
Score: -2504550.000000 Penalty: 2465.039307
	Iteration 0F: 2 clusters Score -2504550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2489975.750000 Penalty: 4930.078613
	Iteration 0F: 3 clusters Score -2489976 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2495227.250000 Penalty: 4930.078613
	Iteration 1F: 3 clusters Score -2495227 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2496040.000000 Penalty: 4930.078613
	Iteration 2F: 3 clusters Score -2496040 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2497193.750000 Penalty: 4930.078613
	Iteration 3F: 3 clusters Score -2497194 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2499129.250000 Penalty: 4930.078613
	Iteration 4F: 3 clusters Score -2499129 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2501496.500000 Penalty: 4930.078613
	Iteration 5F: 3 clusters Score -2501496 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2503854.750000 Penalty: 4930.078613
	Iteration 6F: 3 clusters Score -2503855 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2505752.750000 Penalty: 4930.078613
	Iteration 7F: 3 clusters Score -2505753 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2506814.000000 Penalty: 4930.078613
	Iteration 8F: 3 clusters Score -2506814 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2507242.250000 Penalty: 4930.078613
	Iteration 9Q: 3 clusters Score -2507242 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2507454.000000 Penalty: 4930.078613
	Iteration 10Q: 3 clusters Score -2507454 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2507603.000000 Penalty: 4930.078613
	Iteration 11Q: 3 clusters Score -2507603 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2507720.500000 Penalty: 4930.078613
	Iteration 12Q: 3 clusters Score -2507720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2507850.000000 Penalty: 4930.078613
	Iteration 13Q: 3 clusters Score -2507850 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2507955.000000 Penalty: 4930.078613
	Iteration 14Q: 3 clusters Score -2507955 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2507998.250000 Penalty: 4930.078613
	Iteration 15Q: 3 clusters Score -2507998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2508048.250000 Penalty: 4930.078613
	Iteration 16Q: 3 clusters Score -2508048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2508076.500000 Penalty: 4930.078613
	Iteration 17Q: 3 clusters Score -2508076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2508093.000000 Penalty: 4930.078613
	Iteration 18Q: 3 clusters Score -2508093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2508108.750000 Penalty: 4930.078613
	Iteration 19Q: 3 clusters Score -2508109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2508131.250000 Penalty: 4930.078613
	Iteration 20F: 3 clusters Score -2508131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2508139.750000 Penalty: 4930.078613
	Iteration 21Q: 3 clusters Score -2508140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2508149.750000 Penalty: 4930.078613
	Iteration 22Q: 3 clusters Score -2508150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2508152.000000 Penalty: 4930.078613
	Iteration 23Q: 3 clusters Score -2508152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2508159.500000 Penalty: 4930.078613
	Iteration 24Q: 3 clusters Score -2508160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2508155.500000 Penalty: 4930.078613
	Iteration 25Q: 3 clusters Score -2508156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2508156.250000 Penalty: 4930.078613
	Iteration 26Q: 3 clusters Score -2508156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2508164.000000 Penalty: 4930.078613
	Iteration 27Q: 3 clusters Score -2508164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2508163.000000 Penalty: 4930.078613
	Iteration 28Q: 3 clusters Score -2508163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2508163.750000 Penalty: 4930.078613
	Iteration 29Q: 3 clusters Score -2508164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2508165.500000 Penalty: 4930.078613
	Iteration 30Q: 3 clusters Score -2508166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2508166.250000 Penalty: 4930.078613
	Iteration 31Q: 3 clusters Score -2508166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2508168.000000 Penalty: 4930.078613
	Iteration 32Q: 3 clusters Score -2508168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2508164.500000 Penalty: 4930.078613
	Iteration 33Q: 3 clusters Score -2508164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2508166.500000 Penalty: 4930.078613
	Iteration 34Q: 3 clusters Score -2508166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2508176.000000 Penalty: 4930.078613
	Iteration 35Q: 3 clusters Score -2508176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2508182.000000 Penalty: 4930.078613
	Iteration 36Q: 3 clusters Score -2508182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2508175.750000 Penalty: 4930.078613
	Iteration 37Q: 3 clusters Score -2508176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2508184.250000 Penalty: 4930.078613
	Iteration 38Q: 3 clusters Score -2508184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2508179.000000 Penalty: 4930.078613
	Iteration 39Q: 3 clusters Score -2508179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2508181.250000 Penalty: 4930.078613
	Iteration 40F: 3 clusters Score -2508181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2508187.000000 Penalty: 4930.078613
	Iteration 41Q: 3 clusters Score -2508187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2508187.750000 Penalty: 4930.078613
	Iteration 42Q: 3 clusters Score -2508188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2508189.000000 Penalty: 4930.078613
	Iteration 43Q: 3 clusters Score -2508189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2508195.500000 Penalty: 4930.078613
	Iteration 44Q: 3 clusters Score -2508196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2508196.250000 Penalty: 4930.078613
	Iteration 45Q: 3 clusters Score -2508196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2508195.500000 Penalty: 4930.078613
	Iteration 46Q: 3 clusters Score -2508196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2508194.000000 Penalty: 4930.078613
	Iteration 47Q: 3 clusters Score -2508194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2508192.500000 Penalty: 4930.078613
	Iteration 48Q: 3 clusters Score -2508192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2508192.500000 Penalty: 4930.078613
	Iteration 49Q: 3 clusters Score -2508192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2508193.500000 Penalty: 4930.078613
	Iteration 50Q: 3 clusters Score -2508194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2508191.000000 Penalty: 4930.078613
	Iteration 51Q: 3 clusters Score -2508191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2508194.000000 Penalty: 4930.078613
	Iteration 52Q: 3 clusters Score -2508194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2508198.500000 Penalty: 4930.078613
	Iteration 53Q: 3 clusters Score -2508198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2508196.750000 Penalty: 4930.078613
	Iteration 54Q: 3 clusters Score -2508197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2508198.500000 Penalty: 4930.078613
	Iteration 55Q: 3 clusters Score -2508198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2508197.750000 Penalty: 4930.078613
	Iteration 56Q: 3 clusters Score -2508198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2508194.250000 Penalty: 4930.078613
	Iteration 57Q: 3 clusters Score -2508194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2508197.500000 Penalty: 4930.078613
	Iteration 58Q: 3 clusters Score -2508198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2508195.750000 Penalty: 4930.078613
	Iteration 59Q: 3 clusters Score -2508196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2508196.750000 Penalty: 4930.078613
	Iteration 60F: 3 clusters Score -2508197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2508194.000000 Penalty: 4930.078613
	Iteration 61Q: 3 clusters Score -2508194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2508196.500000 Penalty: 4930.078613
	Iteration 62Q: 3 clusters Score -2508196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2508200.250000 Penalty: 4930.078613
	Iteration 63Q: 3 clusters Score -2508200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2508203.500000 Penalty: 4930.078613
	Iteration 64Q: 3 clusters Score -2508204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2508205.750000 Penalty: 4930.078613
	Iteration 65Q: 3 clusters Score -2508206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2508204.250000 Penalty: 4930.078613
	Iteration 66Q: 3 clusters Score -2508204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2508201.250000 Penalty: 4930.078613
	Iteration 67Q: 3 clusters Score -2508201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2508204.500000 Penalty: 4930.078613
	Iteration 68Q: 3 clusters Score -2508204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2508206.000000 Penalty: 4930.078613
	Iteration 69Q: 3 clusters Score -2508206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2508209.000000 Penalty: 4930.078613
	Iteration 70Q: 3 clusters Score -2508209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2508214.000000 Penalty: 4930.078613
	Iteration 71Q: 3 clusters Score -2508214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2508218.500000 Penalty: 4930.078613
	Iteration 72Q: 3 clusters Score -2508218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2508223.000000 Penalty: 4930.078613
	Iteration 73Q: 3 clusters Score -2508223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2508223.000000 Penalty: 4930.078613
	Iteration 74Q: 3 clusters Score -2508223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2508232.250000 Penalty: 4930.078613
	Iteration 75Q: 3 clusters Score -2508232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2508228.000000 Penalty: 4930.078613
	Iteration 76Q: 3 clusters Score -2508228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2508231.000000 Penalty: 4930.078613
	Iteration 77Q: 3 clusters Score -2508231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2508237.750000 Penalty: 4930.078613
	Iteration 78Q: 3 clusters Score -2508238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2508234.250000 Penalty: 4930.078613
	Iteration 79Q: 3 clusters Score -2508234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2508230.750000 Penalty: 4930.078613
	Iteration 80F: 3 clusters Score -2508231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2508231.000000 Penalty: 4930.078613
	Iteration 81Q: 3 clusters Score -2508231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2508234.250000 Penalty: 4930.078613
	Iteration 82Q: 3 clusters Score -2508234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2508235.750000 Penalty: 4930.078613
	Iteration 83Q: 3 clusters Score -2508236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2508235.750000 Penalty: 4930.078613
	Iteration 84F: 3 clusters Score -2508236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 246365 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 742 members 
Mstep: Class 28 contains 11908 members 
Entering Unmasked Estep 
Score: -104876984.000000 Penalty: 94721.132812
Splitting cluster 15 changes total score from -104858280.000000 to -104876984.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (246365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246365 members 
Entering Unmasked Estep 
Score: -32030948.000000 Penalty: 3078.813232
	Iteration 0F: 2 clusters Score -3.203095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -31873168.000000 Penalty: 6157.626465
	Iteration 0F: 3 clusters Score -3.187317e+07 nChanged 119266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128800 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
Score: -31944052.000000 Penalty: 6157.626465
	Iteration 1F: 3 clusters Score -3.194405e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 114304 members 
Entering Unmasked Estep 
Score: -31945804.000000 Penalty: 6157.626465
	Iteration 2Q: 3 clusters Score -3.19458e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137120 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -31948750.000000 Penalty: 6157.626465
	Iteration 3Q: 3 clusters Score -3.194875e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -31953470.000000 Penalty: 6157.626465
	Iteration 4Q: 3 clusters Score -3.195347e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -31961962.000000 Penalty: 6157.626465
	Iteration 5F: 3 clusters Score -3.196196e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -31976498.000000 Penalty: 6157.626465
	Iteration 6F: 3 clusters Score -3.19765e+07 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191231 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -31995378.000000 Penalty: 6157.626465
	Iteration 7F: 3 clusters Score -3.199538e+07 nChanged 18537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -32014210.000000 Penalty: 6157.626465
	Iteration 8F: 3 clusters Score -3.201421e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218456 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -32027780.000000 Penalty: 6157.626465
	Iteration 9Q: 3 clusters Score -3.202778e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222981 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -32033844.000000 Penalty: 6157.626465
	Iteration 10Q: 3 clusters Score -3.203384e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225535 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -32035836.000000 Penalty: 6157.626465
	Iteration 11Q: 3 clusters Score -3.203584e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -32036574.000000 Penalty: 6157.626465
	Iteration 12Q: 3 clusters Score -3.203657e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228838 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -32036956.000000 Penalty: 6157.626465
	Iteration 13Q: 3 clusters Score -3.203696e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229954 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -32037138.000000 Penalty: 6157.626465
	Iteration 14Q: 3 clusters Score -3.203714e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230795 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -32037208.000000 Penalty: 6157.626465
	Iteration 15Q: 3 clusters Score -3.203721e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231491 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -32037192.000000 Penalty: 6157.626465
	Iteration 16Q: 3 clusters Score -3.203719e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232057 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -32037274.000000 Penalty: 6157.626465
	Iteration 17Q: 3 clusters Score -3.203727e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232519 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -32037280.000000 Penalty: 6157.626465
	Iteration 18Q: 3 clusters Score -3.203728e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232894 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -32037302.000000 Penalty: 6157.626465
	Iteration 19Q: 3 clusters Score -3.20373e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233202 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -32037324.000000 Penalty: 6157.626465
	Iteration 20F: 3 clusters Score -3.203732e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233436 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -32037270.000000 Penalty: 6157.626465
	Iteration 21Q: 3 clusters Score -3.203727e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233658 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -32037298.000000 Penalty: 6157.626465
	Iteration 22Q: 3 clusters Score -3.20373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233856 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -32037266.000000 Penalty: 6157.626465
	Iteration 23Q: 3 clusters Score -3.203727e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234004 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -32037252.000000 Penalty: 6157.626465
	Iteration 24Q: 3 clusters Score -3.203725e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234116 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -32037204.000000 Penalty: 6157.626465
	Iteration 25Q: 3 clusters Score -3.20372e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234225 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -32037208.000000 Penalty: 6157.626465
	Iteration 26Q: 3 clusters Score -3.203721e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234310 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -32037192.000000 Penalty: 6157.626465
	Iteration 27Q: 3 clusters Score -3.203719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234379 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -32037230.000000 Penalty: 6157.626465
	Iteration 28Q: 3 clusters Score -3.203723e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234434 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -32037234.000000 Penalty: 6157.626465
	Iteration 29Q: 3 clusters Score -3.203723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234479 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -32037242.000000 Penalty: 6157.626465
	Iteration 30Q: 3 clusters Score -3.203724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234521 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -32037262.000000 Penalty: 6157.626465
	Iteration 31Q: 3 clusters Score -3.203726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234550 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -32037272.000000 Penalty: 6157.626465
	Iteration 32Q: 3 clusters Score -3.203727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234574 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -32037270.000000 Penalty: 6157.626465
	Iteration 33Q: 3 clusters Score -3.203727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234604 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -32037224.000000 Penalty: 6157.626465
	Iteration 34Q: 3 clusters Score -3.203722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234637 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -32037200.000000 Penalty: 6157.626465
	Iteration 35Q: 3 clusters Score -3.20372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234655 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -32037186.000000 Penalty: 6157.626465
	Iteration 36Q: 3 clusters Score -3.203719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234667 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -32037194.000000 Penalty: 6157.626465
	Iteration 37Q: 3 clusters Score -3.203719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234687 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -32037208.000000 Penalty: 6157.626465
	Iteration 38Q: 3 clusters Score -3.203721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234699 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -32037196.000000 Penalty: 6157.626465
	Iteration 39Q: 3 clusters Score -3.20372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234712 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -32037178.000000 Penalty: 6157.626465
	Iteration 40F: 3 clusters Score -3.203718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234719 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -32037170.000000 Penalty: 6157.626465
	Iteration 41Q: 3 clusters Score -3.203717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234726 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -32037180.000000 Penalty: 6157.626465
	Iteration 42Q: 3 clusters Score -3.203718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234734 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -32037192.000000 Penalty: 6157.626465
	Iteration 43Q: 3 clusters Score -3.203719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234738 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -32037202.000000 Penalty: 6157.626465
	Iteration 44Q: 3 clusters Score -3.20372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234741 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -32037202.000000 Penalty: 6157.626465
	Iteration 45Q: 3 clusters Score -3.20372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234742 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -32037198.000000 Penalty: 6157.626465
	Iteration 46Q: 3 clusters Score -3.20372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234743 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -32037190.000000 Penalty: 6157.626465
	Iteration 47Q: 3 clusters Score -3.203719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234744 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -32037192.000000 Penalty: 6157.626465
	Iteration 48Q: 3 clusters Score -3.203719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234744 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -32037192.000000 Penalty: 6157.626465
	Iteration 49F: 3 clusters Score -3.203719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 234744 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 742 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 11621 members 
Entering Unmasked Estep 
Score: -104882720.000000 Penalty: 98104.031250
Splitting cluster 16 changes total score from -104858280.000000 to -104882720.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (50563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Entering Unmasked Estep 
Score: -6443783.500000 Penalty: 2686.082031
	Iteration 0F: 2 clusters Score -6443784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6409632.500000 Penalty: 5372.164062
	Iteration 0F: 3 clusters Score -6409632 nChanged 23406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -6422415.500000 Penalty: 5372.164062
	Iteration 1F: 3 clusters Score -6422416 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6422800.500000 Penalty: 5372.164062
	Iteration 2Q: 3 clusters Score -6422800 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6423162.000000 Penalty: 5372.164062
	Iteration 3Q: 3 clusters Score -6423162 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6423550.000000 Penalty: 5372.164062
	Iteration 4Q: 3 clusters Score -6423550 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -6423921.000000 Penalty: 5372.164062
	Iteration 5Q: 3 clusters Score -6423921 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6424352.000000 Penalty: 5372.164062
	Iteration 6Q: 3 clusters Score -6424352 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6424855.000000 Penalty: 5372.164062
	Iteration 7Q: 3 clusters Score -6424855 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -6425517.000000 Penalty: 5372.164062
	Iteration 8Q: 3 clusters Score -6425517 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -6426479.500000 Penalty: 5372.164062
	Iteration 9Q: 3 clusters Score -6426480 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -6427715.000000 Penalty: 5372.164062
	Iteration 10F: 3 clusters Score -6427715 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -6429273.500000 Penalty: 5372.164062
	Iteration 11F: 3 clusters Score -6429274 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6430889.500000 Penalty: 5372.164062
	Iteration 12F: 3 clusters Score -6430890 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -6432430.000000 Penalty: 5372.164062
	Iteration 13F: 3 clusters Score -6432430 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -6433805.500000 Penalty: 5372.164062
	Iteration 14Q: 3 clusters Score -6433806 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -6434881.500000 Penalty: 5372.164062
	Iteration 15Q: 3 clusters Score -6434882 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -6435780.000000 Penalty: 5372.164062
	Iteration 16Q: 3 clusters Score -6435780 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6436762.000000 Penalty: 5372.164062
	Iteration 17Q: 3 clusters Score -6436762 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6437885.500000 Penalty: 5372.164062
	Iteration 18Q: 3 clusters Score -6437886 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6439079.500000 Penalty: 5372.164062
	Iteration 19Q: 3 clusters Score -6439080 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6440482.500000 Penalty: 5372.164062
	Iteration 20F: 3 clusters Score -6440482 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6441727.000000 Penalty: 5372.164062
	Iteration 21Q: 3 clusters Score -6441727 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6442172.500000 Penalty: 5372.164062
	Iteration 22Q: 3 clusters Score -6442172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6442274.500000 Penalty: 5372.164062
	Iteration 23Q: 3 clusters Score -6442274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6442306.500000 Penalty: 5372.164062
	Iteration 24Q: 3 clusters Score -6442306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6442328.000000 Penalty: 5372.164062
	Iteration 25Q: 3 clusters Score -6442328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6442356.000000 Penalty: 5372.164062
	Iteration 26Q: 3 clusters Score -6442356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6442368.000000 Penalty: 5372.164062
	Iteration 27Q: 3 clusters Score -6442368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6442376.500000 Penalty: 5372.164062
	Iteration 28Q: 3 clusters Score -6442376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6442370.500000 Penalty: 5372.164062
	Iteration 29Q: 3 clusters Score -6442370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6442366.500000 Penalty: 5372.164062
	Iteration 30Q: 3 clusters Score -6442366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6442368.500000 Penalty: 5372.164062
	Iteration 31Q: 3 clusters Score -6442368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6442359.000000 Penalty: 5372.164062
	Iteration 32Q: 3 clusters Score -6442359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6442362.000000 Penalty: 5372.164062
	Iteration 33Q: 3 clusters Score -6442362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6442367.000000 Penalty: 5372.164062
	Iteration 34Q: 3 clusters Score -6442367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6442374.500000 Penalty: 5372.164062
	Iteration 35Q: 3 clusters Score -6442374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6442369.000000 Penalty: 5372.164062
	Iteration 36Q: 3 clusters Score -6442369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6442372.000000 Penalty: 5372.164062
	Iteration 37Q: 3 clusters Score -6442372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6442366.000000 Penalty: 5372.164062
	Iteration 38Q: 3 clusters Score -6442366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6442372.000000 Penalty: 5372.164062
	Iteration 39Q: 3 clusters Score -6442372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6442372.000000 Penalty: 5372.164062
	Iteration 40F: 3 clusters Score -6442372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -134455.875000 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -134455.9 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 646 members 
Entering Unmasked Estep 
Score: -132582.078125 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -132582.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133699.656250 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -133699.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134601.593750 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -134601.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135271.421875 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -135271.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135744.375000 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -135744.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136041.875000 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -136041.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136273.781250 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -136273.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136360.062500 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -136360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136397.828125 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -136397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136426.171875 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -136426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136441.718750 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -136441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136465.406250 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -136465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136478.390625 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -136478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136484.156250 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -136484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136494.781250 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -136494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136499.437500 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -136499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136514.359375 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -136514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136526.359375 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -136526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136538.812500 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -136538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136539.828125 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -136539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136552.359375 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -136552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136565.859375 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -136565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136568.359375 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -136568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136568.359375 Penalty: 3544.017090
	Iteration 23F: 3 clusters Score -136568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 234744 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 742 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 11621 members 
Mstep: Class 30 contains 516 members 
Entering Unmasked Estep 
Score: -104883264.000000 Penalty: 101486.929688
Splitting cluster 18 changes total score from -104858280.000000 to -104883264.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (188952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Entering Unmasked Estep 
Score: -24536526.000000 Penalty: 3013.013428
	Iteration 0F: 2 clusters Score -2.453653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -24411438.000000 Penalty: 6026.026855
	Iteration 0F: 3 clusters Score -2.441144e+07 nChanged 90746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -24465966.000000 Penalty: 6026.026855
	Iteration 1F: 3 clusters Score -2.446597e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -24468556.000000 Penalty: 6026.026855
	Iteration 2Q: 3 clusters Score -2.446856e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -24472346.000000 Penalty: 6026.026855
	Iteration 3Q: 3 clusters Score -2.447235e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -24477852.000000 Penalty: 6026.026855
	Iteration 4F: 3 clusters Score -2.447785e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -24485446.000000 Penalty: 6026.026855
	Iteration 5F: 3 clusters Score -2.448545e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 134143 members 
Entering Unmasked Estep 
Score: -24494672.000000 Penalty: 6026.026855
	Iteration 6F: 3 clusters Score -2.449467e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -24504048.000000 Penalty: 6026.026855
	Iteration 7F: 3 clusters Score -2.450405e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -24513230.000000 Penalty: 6026.026855
	Iteration 8F: 3 clusters Score -2.451323e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -24520528.000000 Penalty: 6026.026855
	Iteration 9Q: 3 clusters Score -2.452053e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -24525388.000000 Penalty: 6026.026855
	Iteration 10Q: 3 clusters Score -2.452539e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
Score: -24528388.000000 Penalty: 6026.026855
	Iteration 11Q: 3 clusters Score -2.452839e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -24529996.000000 Penalty: 6026.026855
	Iteration 12Q: 3 clusters Score -2.453e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 170272 members 
Entering Unmasked Estep 
Score: -24531162.000000 Penalty: 6026.026855
	Iteration 13Q: 3 clusters Score -2.453116e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -24531892.000000 Penalty: 6026.026855
	Iteration 14Q: 3 clusters Score -2.453189e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -24532366.000000 Penalty: 6026.026855
	Iteration 15Q: 3 clusters Score -2.453237e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -24533012.000000 Penalty: 6026.026855
	Iteration 16Q: 3 clusters Score -2.453301e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -24533384.000000 Penalty: 6026.026855
	Iteration 17Q: 3 clusters Score -2.453338e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 176677 members 
Entering Unmasked Estep 
Score: -24533746.000000 Penalty: 6026.026855
	Iteration 18Q: 3 clusters Score -2.453375e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -24534162.000000 Penalty: 6026.026855
	Iteration 19Q: 3 clusters Score -2.453416e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 178486 members 
Entering Unmasked Estep 
Score: -24534686.000000 Penalty: 6026.026855
	Iteration 20F: 3 clusters Score -2.453469e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -24535120.000000 Penalty: 6026.026855
	Iteration 21Q: 3 clusters Score -2.453512e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 179968 members 
Entering Unmasked Estep 
Score: -24535642.000000 Penalty: 6026.026855
	Iteration 22Q: 3 clusters Score -2.453564e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -24536372.000000 Penalty: 6026.026855
	Iteration 23Q: 3 clusters Score -2.453637e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 180966 members 
Entering Unmasked Estep 
Score: -24536958.000000 Penalty: 6026.026855
	Iteration 24Q: 3 clusters Score -2.453696e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 181196 members 
Entering Unmasked Estep 
Score: -24537420.000000 Penalty: 6026.026855
	Iteration 25Q: 3 clusters Score -2.453742e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 181248 members 
Entering Unmasked Estep 
Score: -24537638.000000 Penalty: 6026.026855
	Iteration 26Q: 3 clusters Score -2.453764e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -24537750.000000 Penalty: 6026.026855
	Iteration 27Q: 3 clusters Score -2.453775e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 181144 members 
Entering Unmasked Estep 
Score: -24537896.000000 Penalty: 6026.026855
	Iteration 28Q: 3 clusters Score -2.45379e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -24537968.000000 Penalty: 6026.026855
	Iteration 29Q: 3 clusters Score -2.453797e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -24538022.000000 Penalty: 6026.026855
	Iteration 30Q: 3 clusters Score -2.453802e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 180861 members 
Entering Unmasked Estep 
Score: -24538076.000000 Penalty: 6026.026855
	Iteration 31Q: 3 clusters Score -2.453808e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -24538082.000000 Penalty: 6026.026855
	Iteration 32Q: 3 clusters Score -2.453808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -24538094.000000 Penalty: 6026.026855
	Iteration 33Q: 3 clusters Score -2.453809e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 180652 members 
Entering Unmasked Estep 
Score: -24538128.000000 Penalty: 6026.026855
	Iteration 34Q: 3 clusters Score -2.453813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 180604 members 
Entering Unmasked Estep 
Score: -24538152.000000 Penalty: 6026.026855
	Iteration 35Q: 3 clusters Score -2.453815e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 180562 members 
Entering Unmasked Estep 
Score: -24538150.000000 Penalty: 6026.026855
	Iteration 36Q: 3 clusters Score -2.453815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 180526 members 
Entering Unmasked Estep 
Score: -24538152.000000 Penalty: 6026.026855
	Iteration 37Q: 3 clusters Score -2.453815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -24538142.000000 Penalty: 6026.026855
	Iteration 38Q: 3 clusters Score -2.453814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 180448 members 
Entering Unmasked Estep 
Score: -24538154.000000 Penalty: 6026.026855
	Iteration 39Q: 3 clusters Score -2.453815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -24538152.000000 Penalty: 6026.026855
	Iteration 40F: 3 clusters Score -2.453815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 180387 members 
Entering Unmasked Estep 
Score: -24538156.000000 Penalty: 6026.026855
	Iteration 41Q: 3 clusters Score -2.453816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -24538176.000000 Penalty: 6026.026855
	Iteration 42Q: 3 clusters Score -2.453818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 180324 members 
Entering Unmasked Estep 
Score: -24538166.000000 Penalty: 6026.026855
	Iteration 43Q: 3 clusters Score -2.453817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -24538184.000000 Penalty: 6026.026855
	Iteration 44Q: 3 clusters Score -2.453818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -24538176.000000 Penalty: 6026.026855
	Iteration 45Q: 3 clusters Score -2.453818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 180256 members 
Entering Unmasked Estep 
Score: -24538168.000000 Penalty: 6026.026855
	Iteration 46Q: 3 clusters Score -2.453817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -24538160.000000 Penalty: 6026.026855
	Iteration 47Q: 3 clusters Score -2.453816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -24538154.000000 Penalty: 6026.026855
	Iteration 48Q: 3 clusters Score -2.453815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -24538158.000000 Penalty: 6026.026855
	Iteration 49Q: 3 clusters Score -2.453816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -24538184.000000 Penalty: 6026.026855
	Iteration 50Q: 3 clusters Score -2.453818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 180170 members 
Entering Unmasked Estep 
Score: -24538178.000000 Penalty: 6026.026855
	Iteration 51Q: 3 clusters Score -2.453818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 180155 members 
Entering Unmasked Estep 
Score: -24538192.000000 Penalty: 6026.026855
	Iteration 52Q: 3 clusters Score -2.453819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -24538196.000000 Penalty: 6026.026855
	Iteration 53Q: 3 clusters Score -2.45382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -24538168.000000 Penalty: 6026.026855
	Iteration 54Q: 3 clusters Score -2.453817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -24538170.000000 Penalty: 6026.026855
	Iteration 55Q: 3 clusters Score -2.453817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 180123 members 
Entering Unmasked Estep 
Score: -24538190.000000 Penalty: 6026.026855
	Iteration 56Q: 3 clusters Score -2.453819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 180118 members 
Entering Unmasked Estep 
Score: -24538184.000000 Penalty: 6026.026855
	Iteration 57Q: 3 clusters Score -2.453818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -24538190.000000 Penalty: 6026.026855
	Iteration 58Q: 3 clusters Score -2.453819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -24538192.000000 Penalty: 6026.026855
	Iteration 59Q: 3 clusters Score -2.453819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -24538190.000000 Penalty: 6026.026855
	Iteration 60F: 3 clusters Score -2.453819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -24538198.000000 Penalty: 6026.026855
	Iteration 61Q: 3 clusters Score -2.45382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -24538182.000000 Penalty: 6026.026855
	Iteration 62Q: 3 clusters Score -2.453818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -24538182.000000 Penalty: 6026.026855
	Iteration 63F: 3 clusters Score -2.453818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 234744 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 8835 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Mstep: Class 22 contains 57041 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 742 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 11621 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 180117 members 
Entering Unmasked Estep 
Score: -104884888.000000 Penalty: 104869.828125
Splitting cluster 19 changes total score from -104858280.000000 to -104884888.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -1070026.125000 Penalty: 2238.163818
	Iteration 0F: 2 clusters Score -1070026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1063363.250000 Penalty: 4476.327637
	Iteration 0F: 3 clusters Score -1063363 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1065258.625000 Penalty: 4476.327637
	Iteration 1F: 3 clusters Score -1065259 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1065596.375000 Penalty: 4476.327637
	Iteration 2F: 3 clusters Score -1065596 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1065823.125000 Penalty: 4476.327637
	Iteration 3F: 3 clusters Score -1065823 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1066012.875000 Penalty: 4476.327637
	Iteration 4Q: 3 clusters Score -1066013 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1066187.500000 Penalty: 4476.327637
	Iteration 5Q: 3 clusters Score -1066188 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1066407.750000 Penalty: 4476.327637
	Iteration 6Q: 3 clusters Score -1066408 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1066602.125000 Penalty: 4476.327637
	Iteration 7Q: 3 clusters Score -1066602 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1066783.625000 Penalty: 4476.327637
	Iteration 8Q: 3 clusters Score -1066784 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1066969.000000 Penalty: 4476.327637
	Iteration 9Q: 3 clusters Score -1066969 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1067150.250000 Penalty: 4476.327637
	Iteration 10Q: 3 clusters Score -1067150 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1067318.000000 Penalty: 4476.327637
	Iteration 11Q: 3 clusters Score -1067318 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1067471.500000 Penalty: 4476.327637
	Iteration 12Q: 3 clusters Score -1067472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1067596.500000 Penalty: 4476.327637
	Iteration 13Q: 3 clusters Score -1067596 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1067682.375000 Penalty: 4476.327637
	Iteration 14Q: 3 clusters Score -1067682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1067737.000000 Penalty: 4476.327637
	Iteration 15Q: 3 clusters Score -1067737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1067779.500000 Penalty: 4476.327637
	Iteration 16Q: 3 clusters Score -1067780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1067811.500000 Penalty: 4476.327637
	Iteration 17Q: 3 clusters Score -1067812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1067835.125000 Penalty: 4476.327637
	Iteration 18Q: 3 clusters Score -1067835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1067853.000000 Penalty: 4476.327637
	Iteration 19Q: 3 clusters Score -1067853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1067877.250000 Penalty: 4476.327637
	Iteration 20F: 3 clusters Score -1067877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1067896.625000 Penalty: 4476.327637
	Iteration 21Q: 3 clusters Score -1067897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1067917.375000 Penalty: 4476.327637
	Iteration 22Q: 3 clusters Score -1067917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1067930.750000 Penalty: 4476.327637
	Iteration 23Q: 3 clusters Score -1067931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1067936.625000 Penalty: 4476.327637
	Iteration 24Q: 3 clusters Score -1067937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1067948.000000 Penalty: 4476.327637
	Iteration 25Q: 3 clusters Score -1067948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1067956.125000 Penalty: 4476.327637
	Iteration 26Q: 3 clusters Score -1067956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1067961.000000 Penalty: 4476.327637
	Iteration 27Q: 3 clusters Score -1067961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1067963.875000 Penalty: 4476.327637
	Iteration 28Q: 3 clusters Score -1067964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1067967.250000 Penalty: 4476.327637
	Iteration 29Q: 3 clusters Score -1067967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1067972.750000 Penalty: 4476.327637
	Iteration 30Q: 3 clusters Score -1067973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1067973.375000 Penalty: 4476.327637
	Iteration 31Q: 3 clusters Score -1067973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1067972.625000 Penalty: 4476.327637
	Iteration 32Q: 3 clusters Score -1067973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1067975.125000 Penalty: 4476.327637
	Iteration 33Q: 3 clusters Score -1067975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1067976.250000 Penalty: 4476.327637
	Iteration 34Q: 3 clusters Score -1067976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1067978.250000 Penalty: 4476.327637
	Iteration 35Q: 3 clusters Score -1067978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1067978.250000 Penalty: 4476.327637
	Iteration 36Q: 3 clusters Score -1067978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1067980.000000 Penalty: 4476.327637
	Iteration 37Q: 3 clusters Score -1067980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1067982.375000 Penalty: 4476.327637
	Iteration 38Q: 3 clusters Score -1067982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1067980.250000 Penalty: 4476.327637
	Iteration 39Q: 3 clusters Score -1067980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1067982.000000 Penalty: 4476.327637
	Iteration 40F: 3 clusters Score -1067982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1067983.375000 Penalty: 4476.327637
	Iteration 41Q: 3 clusters Score -1067983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1067980.875000 Penalty: 4476.327637
	Iteration 42Q: 3 clusters Score -1067981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1067984.625000 Penalty: 4476.327637
	Iteration 43Q: 3 clusters Score -1067985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1067982.125000 Penalty: 4476.327637
	Iteration 44Q: 3 clusters Score -1067982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1067983.500000 Penalty: 4476.327637
	Iteration 45Q: 3 clusters Score -1067984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1067983.625000 Penalty: 4476.327637
	Iteration 46Q: 3 clusters Score -1067984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1067983.625000 Penalty: 4476.327637
	Iteration 47F: 3 clusters Score -1067984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (89749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Entering Unmasked Estep 
Score: -11733393.000000 Penalty: 2828.383301
	Iteration 0F: 2 clusters Score -1.173339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -11673407.000000 Penalty: 5656.766602
	Iteration 0F: 3 clusters Score -1.167341e+07 nChanged 42134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -11697895.000000 Penalty: 5656.766602
	Iteration 1F: 3 clusters Score -1.16979e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -11699199.000000 Penalty: 5656.766602
	Iteration 2Q: 3 clusters Score -1.16992e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -11701063.000000 Penalty: 5656.766602
	Iteration 3Q: 3 clusters Score -1.170106e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -11703889.000000 Penalty: 5656.766602
	Iteration 4F: 3 clusters Score -1.170389e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -11707898.000000 Penalty: 5656.766602
	Iteration 5F: 3 clusters Score -1.17079e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -11712676.000000 Penalty: 5656.766602
	Iteration 6F: 3 clusters Score -1.171268e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -11717273.000000 Penalty: 5656.766602
	Iteration 7F: 3 clusters Score -1.171727e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -11720387.000000 Penalty: 5656.766602
	Iteration 8F: 3 clusters Score -1.172039e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -11722102.000000 Penalty: 5656.766602
	Iteration 9Q: 3 clusters Score -1.17221e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -11723033.000000 Penalty: 5656.766602
	Iteration 10Q: 3 clusters Score -1.172303e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -11723837.000000 Penalty: 5656.766602
	Iteration 11Q: 3 clusters Score -1.172384e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -11724596.000000 Penalty: 5656.766602
	Iteration 12Q: 3 clusters Score -1.17246e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -11725432.000000 Penalty: 5656.766602
	Iteration 13Q: 3 clusters Score -1.172543e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -11726265.000000 Penalty: 5656.766602
	Iteration 14Q: 3 clusters Score -1.172626e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -11727157.000000 Penalty: 5656.766602
	Iteration 15Q: 3 clusters Score -1.172716e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -11728093.000000 Penalty: 5656.766602
	Iteration 16Q: 3 clusters Score -1.172809e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -11729136.000000 Penalty: 5656.766602
	Iteration 17Q: 3 clusters Score -1.172914e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -11730098.000000 Penalty: 5656.766602
	Iteration 18Q: 3 clusters Score -1.17301e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -11730739.000000 Penalty: 5656.766602
	Iteration 19Q: 3 clusters Score -1.173074e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -11731132.000000 Penalty: 5656.766602
	Iteration 20F: 3 clusters Score -1.173113e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -11731349.000000 Penalty: 5656.766602
	Iteration 21Q: 3 clusters Score -1.173135e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -11731531.000000 Penalty: 5656.766602
	Iteration 22Q: 3 clusters Score -1.173153e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -11731607.000000 Penalty: 5656.766602
	Iteration 23Q: 3 clusters Score -1.173161e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -11731670.000000 Penalty: 5656.766602
	Iteration 24Q: 3 clusters Score -1.173167e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -11731703.000000 Penalty: 5656.766602
	Iteration 25Q: 3 clusters Score -1.17317e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -11731695.000000 Penalty: 5656.766602
	Iteration 26Q: 3 clusters Score -1.17317e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -11731712.000000 Penalty: 5656.766602
	Iteration 27Q: 3 clusters Score -1.173171e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -11731690.000000 Penalty: 5656.766602
	Iteration 28Q: 3 clusters Score -1.173169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -11731677.000000 Penalty: 5656.766602
	Iteration 29Q: 3 clusters Score -1.173168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -11731706.000000 Penalty: 5656.766602
	Iteration 30Q: 3 clusters Score -1.173171e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -11731703.000000 Penalty: 5656.766602
	Iteration 31Q: 3 clusters Score -1.17317e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -11731702.000000 Penalty: 5656.766602
	Iteration 32Q: 3 clusters Score -1.17317e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -11731705.000000 Penalty: 5656.766602
	Iteration 33Q: 3 clusters Score -1.17317e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -11731707.000000 Penalty: 5656.766602
	Iteration 34Q: 3 clusters Score -1.173171e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -11731722.000000 Penalty: 5656.766602
	Iteration 35Q: 3 clusters Score -1.173172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -11731728.000000 Penalty: 5656.766602
	Iteration 36Q: 3 clusters Score -1.173173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -11731740.000000 Penalty: 5656.766602
	Iteration 37Q: 3 clusters Score -1.173174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -11731741.000000 Penalty: 5656.766602
	Iteration 38Q: 3 clusters Score -1.173174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -11731746.000000 Penalty: 5656.766602
	Iteration 39Q: 3 clusters Score -1.173175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -11731751.000000 Penalty: 5656.766602
	Iteration 40F: 3 clusters Score -1.173175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -11731743.000000 Penalty: 5656.766602
	Iteration 41Q: 3 clusters Score -1.173174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -11731739.000000 Penalty: 5656.766602
	Iteration 42Q: 3 clusters Score -1.173174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -11731744.000000 Penalty: 5656.766602
	Iteration 43Q: 3 clusters Score -1.173174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -11731735.000000 Penalty: 5656.766602
	Iteration 44Q: 3 clusters Score -1.173174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -11731734.000000 Penalty: 5656.766602
	Iteration 45Q: 3 clusters Score -1.173173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -11731733.000000 Penalty: 5656.766602
	Iteration 46Q: 3 clusters Score -1.173173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -11731745.000000 Penalty: 5656.766602
	Iteration 47Q: 3 clusters Score -1.173174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -11731736.000000 Penalty: 5656.766602
	Iteration 48Q: 3 clusters Score -1.173174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11731741.000000 Penalty: 5656.766602
	Iteration 49Q: 3 clusters Score -1.173174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -11731742.000000 Penalty: 5656.766602
	Iteration 50Q: 3 clusters Score -1.173174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -11731755.000000 Penalty: 5656.766602
	Iteration 51Q: 3 clusters Score -1.173176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -11731759.000000 Penalty: 5656.766602
	Iteration 52Q: 3 clusters Score -1.173176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -11731757.000000 Penalty: 5656.766602
	Iteration 53Q: 3 clusters Score -1.173176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -11731761.000000 Penalty: 5656.766602
	Iteration 54Q: 3 clusters Score -1.173176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -11731756.000000 Penalty: 5656.766602
	Iteration 55Q: 3 clusters Score -1.173176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -11731746.000000 Penalty: 5656.766602
	Iteration 56Q: 3 clusters Score -1.173175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11731745.000000 Penalty: 5656.766602
	Iteration 57Q: 3 clusters Score -1.173174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11731743.000000 Penalty: 5656.766602
	Iteration 58Q: 3 clusters Score -1.173174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11731748.000000 Penalty: 5656.766602
	Iteration 59Q: 3 clusters Score -1.173175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -11731745.000000 Penalty: 5656.766602
	Iteration 60F: 3 clusters Score -1.173174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 234744 members 
Mstep: Class 17 contains 50563 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 8835 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 89749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104895904.000000 Penalty: 104869.828125
Iteration 39Q: 32 clusters Score -1.048959e+08 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 10781 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 7216 members 
Mstep: Class 5 contains 17136 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 15516 members 
Mstep: Class 10 contains 32645 members 
Mstep: Class 11 contains 14651 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 15 contains 9102 members 
Mstep: Class 16 contains 239276 members 
Mstep: Class 17 contains 49485 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 8331 members 
Mstep: Class 21 contains 89197 members 
Mstep: Class 22 contains 54884 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 8911 members 
Mstep: Class 25 contains 5144 members 
Mstep: Class 26 contains 3489 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 11671 members 
Mstep: Class 29 contains 12305 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 175846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104906696.000000 Penalty: 104869.828125
Iteration 40F: 32 clusters Score -1.049067e+08 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 17157 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 32828 members 
Mstep: Class 11 contains 14580 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 241523 members 
Mstep: Class 17 contains 48594 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 87065 members 
Mstep: Class 22 contains 54478 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 8958 members 
Mstep: Class 25 contains 5131 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 11707 members 
Mstep: Class 29 contains 12923 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 175116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104911504.000000 Penalty: 104869.828125
Iteration 41Q: 32 clusters Score -1.049115e+08 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 8611 members 
Mstep: Class 5 contains 17073 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 16718 members 
Mstep: Class 10 contains 32969 members 
Mstep: Class 11 contains 14550 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 6257 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 8975 members 
Mstep: Class 16 contains 243813 members 
Mstep: Class 17 contains 47858 members 
Mstep: Class 18 contains 748 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 85091 members 
Mstep: Class 22 contains 53968 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 8951 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 3393 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 11661 members 
Mstep: Class 29 contains 13402 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 174208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104914200.000000 Penalty: 104869.828125
Iteration 42Q: 32 clusters Score -1.049142e+08 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 16992 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 16941 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 14557 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 6330 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 8915 members 
Mstep: Class 16 contains 245972 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 10957 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 83139 members 
Mstep: Class 22 contains 53393 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 8917 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 3332 members 
Mstep: Class 27 contains 1434 members 
Mstep: Class 28 contains 11616 members 
Mstep: Class 29 contains 13814 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 173218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104916544.000000 Penalty: 104869.828125
Iteration 43Q: 32 clusters Score -1.049165e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 16887 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 17083 members 
Mstep: Class 10 contains 33324 members 
Mstep: Class 11 contains 14572 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 248050 members 
Mstep: Class 17 contains 46688 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 81349 members 
Mstep: Class 22 contains 52934 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 8907 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 26 contains 3278 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 11570 members 
Mstep: Class 29 contains 14206 members 
Mstep: Class 30 contains 570 members 
Mstep: Class 31 contains 172025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104918776.000000 Penalty: 104869.828125
Iteration 44Q: 32 clusters Score -1.049188e+08 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 16771 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 17202 members 
Mstep: Class 10 contains 33561 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 4587 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 8816 members 
Mstep: Class 16 contains 250200 members 
Mstep: Class 17 contains 46221 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 79617 members 
Mstep: Class 22 contains 52501 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 8896 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 3249 members 
Mstep: Class 27 contains 1632 members 
Mstep: Class 28 contains 11529 members 
Mstep: Class 29 contains 14528 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 170685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104919392.000000 Penalty: 104869.828125
Iteration 45Q: 32 clusters Score -1.049194e+08 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 11626 members 
Mstep: Class 5 contains 16653 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 17310 members 
Mstep: Class 10 contains 33779 members 
Mstep: Class 11 contains 14574 members 
Mstep: Class 12 contains 4537 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 252256 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 12539 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 77909 members 
Mstep: Class 22 contains 52150 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 3222 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 169313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104919624.000000 Penalty: 104869.828125
Iteration 46Q: 32 clusters Score -1.049196e+08 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 33991 members 
Mstep: Class 11 contains 14571 members 
Mstep: Class 12 contains 4515 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 16 contains 254134 members 
Mstep: Class 17 contains 45557 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 13079 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 76350 members 
Mstep: Class 22 contains 51854 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 3178 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 11445 members 
Mstep: Class 29 contains 15102 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 167870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104921120.000000 Penalty: 104869.828125
Iteration 47Q: 32 clusters Score -1.049211e+08 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 16374 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 34242 members 
Mstep: Class 11 contains 14569 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 16 contains 256075 members 
Mstep: Class 17 contains 45266 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 74827 members 
Mstep: Class 22 contains 51579 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 1796 members 
Mstep: Class 28 contains 11403 members 
Mstep: Class 29 contains 15356 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 166317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104921768.000000 Penalty: 104869.828125
Iteration 48Q: 32 clusters Score -1.049218e+08 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 13849 members 
Mstep: Class 5 contains 16231 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 17505 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 14568 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 16 contains 257911 members 
Mstep: Class 17 contains 45022 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 14042 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 73519 members 
Mstep: Class 22 contains 51274 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 3128 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 15584 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 164709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104922760.000000 Penalty: 104869.828125
Iteration 49Q: 32 clusters Score -1.049228e+08 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 14582 members 
Mstep: Class 5 contains 16091 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 34808 members 
Mstep: Class 11 contains 14581 members 
Mstep: Class 12 contains 4376 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 16 contains 259771 members 
Mstep: Class 17 contains 44803 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 72304 members 
Mstep: Class 22 contains 51016 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 3111 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 162995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923344.000000 Penalty: 104869.828125
Iteration 50Q: 32 clusters Score -1.049233e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 15313 members 
Mstep: Class 5 contains 15942 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 35128 members 
Mstep: Class 11 contains 14574 members 
Mstep: Class 12 contains 4335 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8620 members 
Mstep: Class 16 contains 261628 members 
Mstep: Class 17 contains 44635 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 8187 members 
Mstep: Class 21 contains 71207 members 
Mstep: Class 22 contains 50825 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 8899 members 
Mstep: Class 25 contains 5669 members 
Mstep: Class 26 contains 3105 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 11322 members 
Mstep: Class 29 contains 15950 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 161093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923400.000000 Penalty: 104869.828125
Iteration 51Q: 32 clusters Score -1.049234e+08 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 35438 members 
Mstep: Class 11 contains 14579 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 263421 members 
Mstep: Class 17 contains 44466 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 70229 members 
Mstep: Class 22 contains 50701 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 8892 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 3100 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 11299 members 
Mstep: Class 29 contains 16107 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 159141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923848.000000 Penalty: 104869.828125
Iteration 52Q: 32 clusters Score -1.049238e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 10718 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 16665 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 17645 members 
Mstep: Class 10 contains 35790 members 
Mstep: Class 11 contains 14589 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 265185 members 
Mstep: Class 17 contains 44315 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 69401 members 
Mstep: Class 22 contains 50625 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 16245 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 157102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104924656.000000 Penalty: 104869.828125
Iteration 53Q: 32 clusters Score -1.049247e+08 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 17677 members 
Mstep: Class 10 contains 36192 members 
Mstep: Class 11 contains 14616 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 266963 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 15736 members 
Mstep: Class 20 contains 8302 members 
Mstep: Class 21 contains 68695 members 
Mstep: Class 22 contains 50552 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 3088 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 11276 members 
Mstep: Class 29 contains 16360 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 155031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104925168.000000 Penalty: 104869.828125
Iteration 54Q: 32 clusters Score -1.049252e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 15037 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 17711 members 
Mstep: Class 10 contains 36622 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 8534 members 
Mstep: Class 16 contains 268747 members 
Mstep: Class 17 contains 44050 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 15993 members 
Mstep: Class 20 contains 8360 members 
Mstep: Class 21 contains 68064 members 
Mstep: Class 22 contains 50561 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 8888 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 11265 members 
Mstep: Class 29 contains 16449 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 152880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104925768.000000 Penalty: 104869.828125
Iteration 55Q: 32 clusters Score -1.049258e+08 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 18227 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 37074 members 
Mstep: Class 11 contains 14682 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 8515 members 
Mstep: Class 16 contains 270610 members 
Mstep: Class 17 contains 43949 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 8419 members 
Mstep: Class 21 contains 67516 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 8885 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 11260 members 
Mstep: Class 29 contains 16520 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 150599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926768.000000 Penalty: 104869.828125
Iteration 56Q: 32 clusters Score -1.049268e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 18606 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 17763 members 
Mstep: Class 10 contains 37501 members 
Mstep: Class 11 contains 14724 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 6918 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 272510 members 
Mstep: Class 17 contains 43854 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 16446 members 
Mstep: Class 20 contains 8502 members 
Mstep: Class 21 contains 67055 members 
Mstep: Class 22 contains 50693 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 5911 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 11254 members 
Mstep: Class 29 contains 16584 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 148307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104926944.000000 Penalty: 104869.828125
Iteration 57Q: 32 clusters Score -1.049269e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 14070 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 17785 members 
Mstep: Class 10 contains 37986 members 
Mstep: Class 11 contains 14754 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 6933 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 8489 members 
Mstep: Class 16 contains 274316 members 
Mstep: Class 17 contains 43791 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 16685 members 
Mstep: Class 20 contains 8593 members 
Mstep: Class 21 contains 66716 members 
Mstep: Class 22 contains 50790 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 8877 members 
Mstep: Class 25 contains 5951 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 11253 members 
Mstep: Class 29 contains 16657 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 145942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927560.000000 Penalty: 104869.828125
Iteration 58Q: 32 clusters Score -1.049276e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 19207 members 
Mstep: Class 5 contains 13697 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 17807 members 
Mstep: Class 10 contains 38459 members 
Mstep: Class 11 contains 14799 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 276154 members 
Mstep: Class 17 contains 43728 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 16902 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 66373 members 
Mstep: Class 22 contains 50894 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 11249 members 
Mstep: Class 29 contains 16732 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 143587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927680.000000 Penalty: 104869.828125
Iteration 59Q: 32 clusters Score -1.049277e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 19457 members 
Mstep: Class 5 contains 13273 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 38883 members 
Mstep: Class 11 contains 14860 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 278008 members 
Mstep: Class 17 contains 43691 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 8834 members 
Mstep: Class 21 contains 66070 members 
Mstep: Class 22 contains 50994 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 8873 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 11246 members 
Mstep: Class 29 contains 16797 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 141238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104928568.000000 Penalty: 104869.828125
Iteration 60F: 32 clusters Score -1.049286e+08 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 12825 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 17881 members 
Mstep: Class 10 contains 39384 members 
Mstep: Class 11 contains 14917 members 
Mstep: Class 12 contains 4068 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 1365 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 279752 members 
Mstep: Class 17 contains 43658 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 17327 members 
Mstep: Class 20 contains 8955 members 
Mstep: Class 21 contains 65824 members 
Mstep: Class 22 contains 51084 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 8874 members 
Mstep: Class 25 contains 6027 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 11240 members 
Mstep: Class 29 contains 16843 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 138561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929904.000000 Penalty: 104869.828125
Iteration 61Q: 32 clusters Score -1.049299e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 20488 members 
Mstep: Class 5 contains 12380 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 39897 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 281573 members 
Mstep: Class 17 contains 43602 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 17500 members 
Mstep: Class 20 contains 9087 members 
Mstep: Class 21 contains 65643 members 
Mstep: Class 22 contains 51094 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 8870 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 11239 members 
Mstep: Class 29 contains 16880 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 135910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104930824.000000 Penalty: 104869.828125
Iteration 62Q: 32 clusters Score -1.049308e+08 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 20924 members 
Mstep: Class 5 contains 12036 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 10 contains 40466 members 
Mstep: Class 11 contains 15036 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 283411 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 17659 members 
Mstep: Class 20 contains 9264 members 
Mstep: Class 21 contains 65452 members 
Mstep: Class 22 contains 50938 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 8868 members 
Mstep: Class 25 contains 6071 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 11234 members 
Mstep: Class 29 contains 16907 members 
Mstep: Class 30 contains 607 members 
Mstep: Class 31 contains 133199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104932104.000000 Penalty: 104869.828125
Iteration 63Q: 32 clusters Score -1.049321e+08 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 21290 members 
Mstep: Class 5 contains 11728 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 18020 members 
Mstep: Class 10 contains 41004 members 
Mstep: Class 11 contains 15118 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 7037 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 285334 members 
Mstep: Class 17 contains 43512 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 17807 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 65297 members 
Mstep: Class 22 contains 50648 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 8868 members 
Mstep: Class 25 contains 6088 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 11234 members 
Mstep: Class 29 contains 16930 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 130475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104933280.000000 Penalty: 104869.828125
Iteration 64Q: 32 clusters Score -1.049333e+08 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 21612 members 
Mstep: Class 5 contains 11517 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 41478 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 7050 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 287253 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 17972 members 
Mstep: Class 20 contains 9629 members 
Mstep: Class 21 contains 65174 members 
Mstep: Class 22 contains 50346 members 
Mstep: Class 23 contains 3119 members 
Mstep: Class 24 contains 8866 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 11234 members 
Mstep: Class 29 contains 16954 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 127763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104934136.000000 Penalty: 104869.828125
Iteration 65Q: 32 clusters Score -1.049341e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 10718 members 
Mstep: Class 3 contains 4212 members 
Mstep: Class 4 contains 21860 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 18115 members 
Mstep: Class 10 contains 41923 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 7065 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 289338 members 
Mstep: Class 17 contains 43429 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18127 members 
Mstep: Class 20 contains 9819 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 50043 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 8865 members 
Mstep: Class 25 contains 6114 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 11235 members 
Mstep: Class 29 contains 16981 members 
Mstep: Class 30 contains 630 members 
Mstep: Class 31 contains 124923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104934952.000000 Penalty: 104869.828125
Iteration 66Q: 32 clusters Score -1.04935e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 22091 members 
Mstep: Class 5 contains 11246 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 18173 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 15311 members 
Mstep: Class 12 contains 3998 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 291390 members 
Mstep: Class 17 contains 43418 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18270 members 
Mstep: Class 20 contains 9974 members 
Mstep: Class 21 contains 65047 members 
Mstep: Class 22 contains 49800 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 8861 members 
Mstep: Class 25 contains 6136 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 1884 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 17007 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 122082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104935712.000000 Penalty: 104869.828125
Iteration 67Q: 32 clusters Score -1.049357e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 22292 members 
Mstep: Class 5 contains 11139 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 18207 members 
Mstep: Class 10 contains 42739 members 
Mstep: Class 11 contains 15394 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 293457 members 
Mstep: Class 17 contains 43395 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18429 members 
Mstep: Class 20 contains 10127 members 
Mstep: Class 21 contains 65084 members 
Mstep: Class 22 contains 49615 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 8860 members 
Mstep: Class 25 contains 6157 members 
Mstep: Class 26 contains 3061 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 11227 members 
Mstep: Class 29 contains 17036 members 
Mstep: Class 30 contains 637 members 
Mstep: Class 31 contains 119200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936304.000000 Penalty: 104869.828125
Iteration 68Q: 32 clusters Score -1.049363e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 22465 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 18236 members 
Mstep: Class 10 contains 43095 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 7091 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 16 contains 295574 members 
Mstep: Class 17 contains 43366 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18541 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 65178 members 
Mstep: Class 22 contains 49390 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 8854 members 
Mstep: Class 25 contains 6180 members 
Mstep: Class 26 contains 3058 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 11224 members 
Mstep: Class 29 contains 17054 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 116369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936520.000000 Penalty: 104869.828125
Iteration 69Q: 32 clusters Score -1.049365e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 4697 members 
Mstep: Class 4 contains 22644 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 15540 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 297615 members 
Mstep: Class 17 contains 43318 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18637 members 
Mstep: Class 20 contains 10419 members 
Mstep: Class 21 contains 65304 members 
Mstep: Class 22 contains 49212 members 
Mstep: Class 23 contains 3179 members 
Mstep: Class 24 contains 8849 members 
Mstep: Class 25 contains 6194 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 1884 members 
Mstep: Class 28 contains 11221 members 
Mstep: Class 29 contains 17084 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 113626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936624.000000 Penalty: 104869.828125
Iteration 70Q: 32 clusters Score -1.049366e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 22803 members 
Mstep: Class 5 contains 10910 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 18310 members 
Mstep: Class 10 contains 43686 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 299617 members 
Mstep: Class 17 contains 43284 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18747 members 
Mstep: Class 20 contains 10556 members 
Mstep: Class 21 contains 65453 members 
Mstep: Class 22 contains 49112 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 8847 members 
Mstep: Class 25 contains 6204 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 11217 members 
Mstep: Class 29 contains 17130 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 110928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937232.000000 Penalty: 104869.828125
Iteration 71Q: 32 clusters Score -1.049372e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 22929 members 
Mstep: Class 5 contains 10836 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 18335 members 
Mstep: Class 10 contains 43940 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 3949 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 301538 members 
Mstep: Class 17 contains 43229 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18859 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 65572 members 
Mstep: Class 22 contains 49070 members 
Mstep: Class 23 contains 3198 members 
Mstep: Class 24 contains 8835 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 11215 members 
Mstep: Class 29 contains 17172 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 108378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937544.000000 Penalty: 104869.828125
Iteration 72Q: 32 clusters Score -1.049375e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 23034 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 3946 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 303456 members 
Mstep: Class 17 contains 43179 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18955 members 
Mstep: Class 20 contains 10762 members 
Mstep: Class 21 contains 65683 members 
Mstep: Class 22 contains 49043 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 8828 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 3048 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 11208 members 
Mstep: Class 29 contains 17215 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 105938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937648.000000 Penalty: 104869.828125
Iteration 73Q: 32 clusters Score -1.049376e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 4878 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3243 members 
Mstep: Class 9 contains 18436 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 15806 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8333 members 
Mstep: Class 16 contains 305404 members 
Mstep: Class 17 contains 43127 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19053 members 
Mstep: Class 20 contains 10845 members 
Mstep: Class 21 contains 65803 members 
Mstep: Class 22 contains 49040 members 
Mstep: Class 23 contains 3217 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 6236 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 11202 members 
Mstep: Class 29 contains 17251 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 103546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937616.000000 Penalty: 104869.828125
Iteration 74Q: 32 clusters Score -1.049376e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 23244 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 44261 members 
Mstep: Class 11 contains 15880 members 
Mstep: Class 12 contains 3925 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 307314 members 
Mstep: Class 17 contains 43073 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19142 members 
Mstep: Class 20 contains 10920 members 
Mstep: Class 21 contains 65911 members 
Mstep: Class 22 contains 49058 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 8814 members 
Mstep: Class 25 contains 6252 members 
Mstep: Class 26 contains 3041 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 11192 members 
Mstep: Class 29 contains 17270 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 101263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937512.000000 Penalty: 104869.828125
Iteration 75Q: 32 clusters Score -1.049375e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 18559 members 
Mstep: Class 10 contains 44283 members 
Mstep: Class 11 contains 15947 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 16 contains 309201 members 
Mstep: Class 17 contains 43026 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 11011 members 
Mstep: Class 21 contains 66071 members 
Mstep: Class 22 contains 49066 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 8814 members 
Mstep: Class 25 contains 6262 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 11190 members 
Mstep: Class 29 contains 17302 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 98953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938112.000000 Penalty: 104869.828125
Iteration 76Q: 32 clusters Score -1.049381e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 23423 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 44314 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 311038 members 
Mstep: Class 17 contains 43004 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19297 members 
Mstep: Class 20 contains 11089 members 
Mstep: Class 21 contains 66280 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 6271 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 11187 members 
Mstep: Class 29 contains 17346 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 96638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937744.000000 Penalty: 104869.828125
Iteration 77Q: 32 clusters Score -1.049377e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 23502 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3165 members 
Mstep: Class 9 contains 18660 members 
Mstep: Class 10 contains 44334 members 
Mstep: Class 11 contains 16077 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 312829 members 
Mstep: Class 17 contains 42984 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19345 members 
Mstep: Class 20 contains 11163 members 
Mstep: Class 21 contains 66478 members 
Mstep: Class 22 contains 49124 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 6272 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1873 members 
Mstep: Class 28 contains 11185 members 
Mstep: Class 29 contains 17402 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 94430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937800.000000 Penalty: 104869.828125
Iteration 78Q: 32 clusters Score -1.049378e+08 nChanged 3452
Entering ConstructFrom: 
Score: -104937800.000000 Penalty: 104869.828125
Entering ConstructFrom: 
Trying to split cluster 1 (31058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Entering Unmasked Estep 
Score: -3511280.500000 Penalty: 2565.215820
	Iteration 0F: 2 clusters Score -3511280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3489876.500000 Penalty: 5130.431641
	Iteration 0F: 3 clusters Score -3489876 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3498224.250000 Penalty: 5130.431641
	Iteration 1F: 3 clusters Score -3498224 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3499712.250000 Penalty: 5130.431641
	Iteration 2F: 3 clusters Score -3499712 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3501488.250000 Penalty: 5130.431641
	Iteration 3F: 3 clusters Score -3501488 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3503231.000000 Penalty: 5130.431641
	Iteration 4F: 3 clusters Score -3503231 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3504771.750000 Penalty: 5130.431641
	Iteration 5F: 3 clusters Score -3504772 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3506084.500000 Penalty: 5130.431641
	Iteration 6F: 3 clusters Score -3506084 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3507309.000000 Penalty: 5130.431641
	Iteration 7F: 3 clusters Score -3507309 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3508181.500000 Penalty: 5130.431641
	Iteration 8Q: 3 clusters Score -3508182 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3508817.250000 Penalty: 5130.431641
	Iteration 9Q: 3 clusters Score -3508817 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3509241.500000 Penalty: 5130.431641
	Iteration 10Q: 3 clusters Score -3509242 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3509510.500000 Penalty: 5130.431641
	Iteration 11Q: 3 clusters Score -3509510 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3509702.500000 Penalty: 5130.431641
	Iteration 12Q: 3 clusters Score -3509702 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3509853.000000 Penalty: 5130.431641
	Iteration 13Q: 3 clusters Score -3509853 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3509948.750000 Penalty: 5130.431641
	Iteration 14Q: 3 clusters Score -3509949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3510035.500000 Penalty: 5130.431641
	Iteration 15Q: 3 clusters Score -3510036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3510077.750000 Penalty: 5130.431641
	Iteration 16Q: 3 clusters Score -3510078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3510120.000000 Penalty: 5130.431641
	Iteration 17Q: 3 clusters Score -3510120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3510160.750000 Penalty: 5130.431641
	Iteration 18Q: 3 clusters Score -3510161 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3510190.750000 Penalty: 5130.431641
	Iteration 19Q: 3 clusters Score -3510191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3510227.250000 Penalty: 5130.431641
	Iteration 20F: 3 clusters Score -3510227 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3510266.000000 Penalty: 5130.431641
	Iteration 21Q: 3 clusters Score -3510266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3510301.250000 Penalty: 5130.431641
	Iteration 22Q: 3 clusters Score -3510301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3510325.000000 Penalty: 5130.431641
	Iteration 23Q: 3 clusters Score -3510325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3510357.500000 Penalty: 5130.431641
	Iteration 24Q: 3 clusters Score -3510358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3510377.750000 Penalty: 5130.431641
	Iteration 25Q: 3 clusters Score -3510378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3510395.000000 Penalty: 5130.431641
	Iteration 26Q: 3 clusters Score -3510395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3510417.750000 Penalty: 5130.431641
	Iteration 27Q: 3 clusters Score -3510418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3510428.500000 Penalty: 5130.431641
	Iteration 28Q: 3 clusters Score -3510428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3510428.250000 Penalty: 5130.431641
	Iteration 29Q: 3 clusters Score -3510428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3510439.000000 Penalty: 5130.431641
	Iteration 30Q: 3 clusters Score -3510439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3510439.500000 Penalty: 5130.431641
	Iteration 31Q: 3 clusters Score -3510440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3510437.000000 Penalty: 5130.431641
	Iteration 32Q: 3 clusters Score -3510437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3510444.750000 Penalty: 5130.431641
	Iteration 33Q: 3 clusters Score -3510445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3510450.750000 Penalty: 5130.431641
	Iteration 34Q: 3 clusters Score -3510451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3510453.750000 Penalty: 5130.431641
	Iteration 35Q: 3 clusters Score -3510454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3510455.000000 Penalty: 5130.431641
	Iteration 36Q: 3 clusters Score -3510455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3510458.250000 Penalty: 5130.431641
	Iteration 37Q: 3 clusters Score -3510458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3510463.250000 Penalty: 5130.431641
	Iteration 38Q: 3 clusters Score -3510463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3510462.750000 Penalty: 5130.431641
	Iteration 39Q: 3 clusters Score -3510463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3510466.250000 Penalty: 5130.431641
	Iteration 40F: 3 clusters Score -3510466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3510465.500000 Penalty: 5130.431641
	Iteration 41Q: 3 clusters Score -3510466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3510466.750000 Penalty: 5130.431641
	Iteration 42Q: 3 clusters Score -3510467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3510475.000000 Penalty: 5130.431641
	Iteration 43Q: 3 clusters Score -3510475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3510479.750000 Penalty: 5130.431641
	Iteration 44Q: 3 clusters Score -3510480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3510482.250000 Penalty: 5130.431641
	Iteration 45Q: 3 clusters Score -3510482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3510488.000000 Penalty: 5130.431641
	Iteration 46Q: 3 clusters Score -3510488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3510496.500000 Penalty: 5130.431641
	Iteration 47Q: 3 clusters Score -3510496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3510496.000000 Penalty: 5130.431641
	Iteration 48Q: 3 clusters Score -3510496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3510496.750000 Penalty: 5130.431641
	Iteration 49Q: 3 clusters Score -3510497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3510498.000000 Penalty: 5130.431641
	Iteration 50Q: 3 clusters Score -3510498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3510496.750000 Penalty: 5130.431641
	Iteration 51Q: 3 clusters Score -3510497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3510496.000000 Penalty: 5130.431641
	Iteration 52Q: 3 clusters Score -3510496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3510498.000000 Penalty: 5130.431641
	Iteration 53Q: 3 clusters Score -3510498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3510501.500000 Penalty: 5130.431641
	Iteration 54Q: 3 clusters Score -3510502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3510500.750000 Penalty: 5130.431641
	Iteration 55Q: 3 clusters Score -3510501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3510501.750000 Penalty: 5130.431641
	Iteration 56Q: 3 clusters Score -3510502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3510501.750000 Penalty: 5130.431641
	Iteration 57Q: 3 clusters Score -3510502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3510501.750000 Penalty: 5130.431641
	Iteration 58F: 3 clusters Score -3510502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Entering Unmasked Estep 
Score: -1339633.625000 Penalty: 2300.572754
	Iteration 0F: 2 clusters Score -1339634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1331510.500000 Penalty: 4601.145508
	Iteration 0F: 3 clusters Score -1331510 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1334063.375000 Penalty: 4601.145508
	Iteration 1F: 3 clusters Score -1334063 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1334579.000000 Penalty: 4601.145508
	Iteration 2F: 3 clusters Score -1334579 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1334991.625000 Penalty: 4601.145508
	Iteration 3F: 3 clusters Score -1334992 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1335347.125000 Penalty: 4601.145508
	Iteration 4F: 3 clusters Score -1335347 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1335676.750000 Penalty: 4601.145508
	Iteration 5F: 3 clusters Score -1335677 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1335988.750000 Penalty: 4601.145508
	Iteration 6Q: 3 clusters Score -1335989 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1336357.250000 Penalty: 4601.145508
	Iteration 7Q: 3 clusters Score -1336357 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1336712.000000 Penalty: 4601.145508
	Iteration 8Q: 3 clusters Score -1336712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1337030.250000 Penalty: 4601.145508
	Iteration 9Q: 3 clusters Score -1337030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1337293.875000 Penalty: 4601.145508
	Iteration 10Q: 3 clusters Score -1337294 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1337512.125000 Penalty: 4601.145508
	Iteration 11Q: 3 clusters Score -1337512 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1337693.125000 Penalty: 4601.145508
	Iteration 12Q: 3 clusters Score -1337693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1337792.125000 Penalty: 4601.145508
	Iteration 13Q: 3 clusters Score -1337792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1337860.500000 Penalty: 4601.145508
	Iteration 14Q: 3 clusters Score -1337860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1337925.625000 Penalty: 4601.145508
	Iteration 15Q: 3 clusters Score -1337926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1337961.750000 Penalty: 4601.145508
	Iteration 16Q: 3 clusters Score -1337962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1337991.750000 Penalty: 4601.145508
	Iteration 17Q: 3 clusters Score -1337992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1338002.750000 Penalty: 4601.145508
	Iteration 18Q: 3 clusters Score -1338003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1338018.125000 Penalty: 4601.145508
	Iteration 19Q: 3 clusters Score -1338018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1338022.500000 Penalty: 4601.145508
	Iteration 20F: 3 clusters Score -1338022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1338023.125000 Penalty: 4601.145508
	Iteration 21Q: 3 clusters Score -1338023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1338030.875000 Penalty: 4601.145508
	Iteration 22Q: 3 clusters Score -1338031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1338033.250000 Penalty: 4601.145508
	Iteration 23Q: 3 clusters Score -1338033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1338037.875000 Penalty: 4601.145508
	Iteration 24Q: 3 clusters Score -1338038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1338040.750000 Penalty: 4601.145508
	Iteration 25Q: 3 clusters Score -1338041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1338041.250000 Penalty: 4601.145508
	Iteration 26Q: 3 clusters Score -1338041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1338041.000000 Penalty: 4601.145508
	Iteration 27Q: 3 clusters Score -1338041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1338041.000000 Penalty: 4601.145508
	Iteration 28F: 3 clusters Score -1338041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -614483.375000 Penalty: 2107.860107
	Iteration 0F: 2 clusters Score -614483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -609994.937500 Penalty: 4215.720215
	Iteration 0F: 3 clusters Score -609994.9 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -611127.875000 Penalty: 4215.720215
	Iteration 1F: 3 clusters Score -611127.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -611329.750000 Penalty: 4215.720215
	Iteration 2F: 3 clusters Score -611329.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -611427.312500 Penalty: 4215.720215
	Iteration 3Q: 3 clusters Score -611427.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -611498.500000 Penalty: 4215.720215
	Iteration 4Q: 3 clusters Score -611498.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -611565.125000 Penalty: 4215.720215
	Iteration 5Q: 3 clusters Score -611565.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -611628.625000 Penalty: 4215.720215
	Iteration 6Q: 3 clusters Score -611628.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -611669.562500 Penalty: 4215.720215
	Iteration 7Q: 3 clusters Score -611669.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -611700.562500 Penalty: 4215.720215
	Iteration 8Q: 3 clusters Score -611700.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -611728.687500 Penalty: 4215.720215
	Iteration 9Q: 3 clusters Score -611728.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -611760.250000 Penalty: 4215.720215
	Iteration 10Q: 3 clusters Score -611760.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -611784.062500 Penalty: 4215.720215
	Iteration 11Q: 3 clusters Score -611784.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -611798.750000 Penalty: 4215.720215
	Iteration 12Q: 3 clusters Score -611798.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -611812.562500 Penalty: 4215.720215
	Iteration 13Q: 3 clusters Score -611812.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -611827.062500 Penalty: 4215.720215
	Iteration 14Q: 3 clusters Score -611827.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -611839.312500 Penalty: 4215.720215
	Iteration 15Q: 3 clusters Score -611839.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -611849.812500 Penalty: 4215.720215
	Iteration 16Q: 3 clusters Score -611849.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -611864.562500 Penalty: 4215.720215
	Iteration 17Q: 3 clusters Score -611864.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -611882.187500 Penalty: 4215.720215
	Iteration 18Q: 3 clusters Score -611882.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -611898.812500 Penalty: 4215.720215
	Iteration 19Q: 3 clusters Score -611898.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -611922.500000 Penalty: 4215.720215
	Iteration 20F: 3 clusters Score -611922.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -611945.187500 Penalty: 4215.720215
	Iteration 21Q: 3 clusters Score -611945.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -611963.062500 Penalty: 4215.720215
	Iteration 22Q: 3 clusters Score -611963.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -611981.625000 Penalty: 4215.720215
	Iteration 23Q: 3 clusters Score -611981.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -611997.937500 Penalty: 4215.720215
	Iteration 24Q: 3 clusters Score -611997.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -612009.000000 Penalty: 4215.720215
	Iteration 25Q: 3 clusters Score -612009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -612020.375000 Penalty: 4215.720215
	Iteration 26Q: 3 clusters Score -612020.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -612029.312500 Penalty: 4215.720215
	Iteration 27Q: 3 clusters Score -612029.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -612039.500000 Penalty: 4215.720215
	Iteration 28Q: 3 clusters Score -612039.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -612045.625000 Penalty: 4215.720215
	Iteration 29Q: 3 clusters Score -612045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -612048.437500 Penalty: 4215.720215
	Iteration 30Q: 3 clusters Score -612048.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -612053.375000 Penalty: 4215.720215
	Iteration 31Q: 3 clusters Score -612053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -612058.375000 Penalty: 4215.720215
	Iteration 32Q: 3 clusters Score -612058.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -612065.375000 Penalty: 4215.720215
	Iteration 33Q: 3 clusters Score -612065.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -612071.625000 Penalty: 4215.720215
	Iteration 34Q: 3 clusters Score -612071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -612076.875000 Penalty: 4215.720215
	Iteration 35Q: 3 clusters Score -612076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -612080.875000 Penalty: 4215.720215
	Iteration 36Q: 3 clusters Score -612080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -612088.500000 Penalty: 4215.720215
	Iteration 37Q: 3 clusters Score -612088.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -612093.250000 Penalty: 4215.720215
	Iteration 38Q: 3 clusters Score -612093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -612097.562500 Penalty: 4215.720215
	Iteration 39Q: 3 clusters Score -612097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -612104.125000 Penalty: 4215.720215
	Iteration 40F: 3 clusters Score -612104.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -612108.250000 Penalty: 4215.720215
	Iteration 41Q: 3 clusters Score -612108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -612114.562500 Penalty: 4215.720215
	Iteration 42Q: 3 clusters Score -612114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -612118.312500 Penalty: 4215.720215
	Iteration 43Q: 3 clusters Score -612118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -612123.625000 Penalty: 4215.720215
	Iteration 44Q: 3 clusters Score -612123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -612125.687500 Penalty: 4215.720215
	Iteration 45Q: 3 clusters Score -612125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -612127.062500 Penalty: 4215.720215
	Iteration 46Q: 3 clusters Score -612127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -612130.125000 Penalty: 4215.720215
	Iteration 47Q: 3 clusters Score -612130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -612133.250000 Penalty: 4215.720215
	Iteration 48Q: 3 clusters Score -612133.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -612138.187500 Penalty: 4215.720215
	Iteration 49Q: 3 clusters Score -612138.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -612141.125000 Penalty: 4215.720215
	Iteration 50Q: 3 clusters Score -612141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -612143.687500 Penalty: 4215.720215
	Iteration 51Q: 3 clusters Score -612143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -612143.812500 Penalty: 4215.720215
	Iteration 52Q: 3 clusters Score -612143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -612145.625000 Penalty: 4215.720215
	Iteration 53Q: 3 clusters Score -612145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -612148.937500 Penalty: 4215.720215
	Iteration 54Q: 3 clusters Score -612148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -612150.812500 Penalty: 4215.720215
	Iteration 55Q: 3 clusters Score -612150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -612153.125000 Penalty: 4215.720215
	Iteration 56Q: 3 clusters Score -612153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -612155.250000 Penalty: 4215.720215
	Iteration 57Q: 3 clusters Score -612155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -612156.562500 Penalty: 4215.720215
	Iteration 58Q: 3 clusters Score -612156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -612158.375000 Penalty: 4215.720215
	Iteration 59Q: 3 clusters Score -612158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -612159.437500 Penalty: 4215.720215
	Iteration 60F: 3 clusters Score -612159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -612161.625000 Penalty: 4215.720215
	Iteration 61Q: 3 clusters Score -612161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -612163.562500 Penalty: 4215.720215
	Iteration 62Q: 3 clusters Score -612163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -612164.125000 Penalty: 4215.720215
	Iteration 63Q: 3 clusters Score -612164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -612165.562500 Penalty: 4215.720215
	Iteration 64Q: 3 clusters Score -612165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -612170.000000 Penalty: 4215.720215
	Iteration 65Q: 3 clusters Score -612170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -612172.312500 Penalty: 4215.720215
	Iteration 66Q: 3 clusters Score -612172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -612176.000000 Penalty: 4215.720215
	Iteration 67Q: 3 clusters Score -612176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -612178.250000 Penalty: 4215.720215
	Iteration 68Q: 3 clusters Score -612178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -612181.437500 Penalty: 4215.720215
	Iteration 69Q: 3 clusters Score -612181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -612185.250000 Penalty: 4215.720215
	Iteration 70Q: 3 clusters Score -612185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -612188.187500 Penalty: 4215.720215
	Iteration 71Q: 3 clusters Score -612188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -612192.562500 Penalty: 4215.720215
	Iteration 72Q: 3 clusters Score -612192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -612193.750000 Penalty: 4215.720215
	Iteration 73Q: 3 clusters Score -612193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -612197.687500 Penalty: 4215.720215
	Iteration 74Q: 3 clusters Score -612197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -612201.812500 Penalty: 4215.720215
	Iteration 75Q: 3 clusters Score -612201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -612204.625000 Penalty: 4215.720215
	Iteration 76Q: 3 clusters Score -612204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -612209.125000 Penalty: 4215.720215
	Iteration 77Q: 3 clusters Score -612209.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -612211.062500 Penalty: 4215.720215
	Iteration 78Q: 3 clusters Score -612211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -612212.500000 Penalty: 4215.720215
	Iteration 79Q: 3 clusters Score -612212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -612217.562500 Penalty: 4215.720215
	Iteration 80F: 3 clusters Score -612217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -612222.000000 Penalty: 4215.720215
	Iteration 81Q: 3 clusters Score -612222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -612228.312500 Penalty: 4215.720215
	Iteration 82Q: 3 clusters Score -612228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -612235.062500 Penalty: 4215.720215
	Iteration 83Q: 3 clusters Score -612235.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -612241.562500 Penalty: 4215.720215
	Iteration 84Q: 3 clusters Score -612241.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -612248.062500 Penalty: 4215.720215
	Iteration 85Q: 3 clusters Score -612248.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -612254.000000 Penalty: 4215.720215
	Iteration 86Q: 3 clusters Score -612254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -612260.687500 Penalty: 4215.720215
	Iteration 87Q: 3 clusters Score -612260.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -612269.062500 Penalty: 4215.720215
	Iteration 88Q: 3 clusters Score -612269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -612275.375000 Penalty: 4215.720215
	Iteration 89Q: 3 clusters Score -612275.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -612282.937500 Penalty: 4215.720215
	Iteration 90Q: 3 clusters Score -612282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -612294.000000 Penalty: 4215.720215
	Iteration 91Q: 3 clusters Score -612294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -612298.937500 Penalty: 4215.720215
	Iteration 92Q: 3 clusters Score -612298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -612304.250000 Penalty: 4215.720215
	Iteration 93Q: 3 clusters Score -612304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -612309.875000 Penalty: 4215.720215
	Iteration 94Q: 3 clusters Score -612309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -612313.875000 Penalty: 4215.720215
	Iteration 95Q: 3 clusters Score -612313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -612318.187500 Penalty: 4215.720215
	Iteration 96Q: 3 clusters Score -612318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -612323.687500 Penalty: 4215.720215
	Iteration 97Q: 3 clusters Score -612323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -612325.625000 Penalty: 4215.720215
	Iteration 98Q: 3 clusters Score -612325.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -612327.187500 Penalty: 4215.720215
	Iteration 99Q: 3 clusters Score -612327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -612331.312500 Penalty: 4215.720215
	Iteration 100F: 3 clusters Score -612331.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -612335.625000 Penalty: 4215.720215
	Iteration 101Q: 3 clusters Score -612335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -612337.812500 Penalty: 4215.720215
	Iteration 102Q: 3 clusters Score -612337.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -612343.125000 Penalty: 4215.720215
	Iteration 103Q: 3 clusters Score -612343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -612347.000000 Penalty: 4215.720215
	Iteration 104Q: 3 clusters Score -612347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -612350.625000 Penalty: 4215.720215
	Iteration 105Q: 3 clusters Score -612350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -612353.312500 Penalty: 4215.720215
	Iteration 106Q: 3 clusters Score -612353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -612357.500000 Penalty: 4215.720215
	Iteration 107Q: 3 clusters Score -612357.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -612361.250000 Penalty: 4215.720215
	Iteration 108Q: 3 clusters Score -612361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -612362.562500 Penalty: 4215.720215
	Iteration 109Q: 3 clusters Score -612362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -612364.937500 Penalty: 4215.720215
	Iteration 110Q: 3 clusters Score -612364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -612367.000000 Penalty: 4215.720215
	Iteration 111Q: 3 clusters Score -612367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -612367.750000 Penalty: 4215.720215
	Iteration 112Q: 3 clusters Score -612367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -612368.500000 Penalty: 4215.720215
	Iteration 113Q: 3 clusters Score -612368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -612369.062500 Penalty: 4215.720215
	Iteration 114Q: 3 clusters Score -612369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -612369.062500 Penalty: 4215.720215
	Iteration 115F: 3 clusters Score -612369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Entering Unmasked Estep 
Score: -3095596.000000 Penalty: 2496.975830
	Iteration 0F: 2 clusters Score -3095596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3079175.500000 Penalty: 4993.951660
	Iteration 0F: 3 clusters Score -3079176 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3084996.500000 Penalty: 4993.951660
	Iteration 1F: 3 clusters Score -3084996 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3085521.250000 Penalty: 4993.951660
	Iteration 2F: 3 clusters Score -3085521 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3086047.750000 Penalty: 4993.951660
	Iteration 3F: 3 clusters Score -3086048 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3086627.250000 Penalty: 4993.951660
	Iteration 4Q: 3 clusters Score -3086627 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3087393.250000 Penalty: 4993.951660
	Iteration 5F: 3 clusters Score -3087393 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3088332.750000 Penalty: 4993.951660
	Iteration 6F: 3 clusters Score -3088333 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3089486.750000 Penalty: 4993.951660
	Iteration 7F: 3 clusters Score -3089487 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3090753.000000 Penalty: 4993.951660
	Iteration 8F: 3 clusters Score -3090753 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3091765.000000 Penalty: 4993.951660
	Iteration 9Q: 3 clusters Score -3091765 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3092426.250000 Penalty: 4993.951660
	Iteration 10Q: 3 clusters Score -3092426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3092813.500000 Penalty: 4993.951660
	Iteration 11Q: 3 clusters Score -3092814 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3092996.250000 Penalty: 4993.951660
	Iteration 12Q: 3 clusters Score -3092996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3093097.250000 Penalty: 4993.951660
	Iteration 13Q: 3 clusters Score -3093097 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3093155.250000 Penalty: 4993.951660
	Iteration 14Q: 3 clusters Score -3093155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3093181.750000 Penalty: 4993.951660
	Iteration 15Q: 3 clusters Score -3093182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3093210.000000 Penalty: 4993.951660
	Iteration 16Q: 3 clusters Score -3093210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3093236.250000 Penalty: 4993.951660
	Iteration 17Q: 3 clusters Score -3093236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3093267.000000 Penalty: 4993.951660
	Iteration 18Q: 3 clusters Score -3093267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3093286.250000 Penalty: 4993.951660
	Iteration 19Q: 3 clusters Score -3093286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3093301.500000 Penalty: 4993.951660
	Iteration 20F: 3 clusters Score -3093302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3093303.000000 Penalty: 4993.951660
	Iteration 21Q: 3 clusters Score -3093303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3093314.750000 Penalty: 4993.951660
	Iteration 22Q: 3 clusters Score -3093315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3093324.750000 Penalty: 4993.951660
	Iteration 23Q: 3 clusters Score -3093325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3093332.750000 Penalty: 4993.951660
	Iteration 24Q: 3 clusters Score -3093333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3093331.000000 Penalty: 4993.951660
	Iteration 25Q: 3 clusters Score -3093331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3093332.000000 Penalty: 4993.951660
	Iteration 26Q: 3 clusters Score -3093332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3093337.250000 Penalty: 4993.951660
	Iteration 27Q: 3 clusters Score -3093337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3093340.000000 Penalty: 4993.951660
	Iteration 28Q: 3 clusters Score -3093340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3093348.250000 Penalty: 4993.951660
	Iteration 29Q: 3 clusters Score -3093348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3093359.500000 Penalty: 4993.951660
	Iteration 30Q: 3 clusters Score -3093360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3093370.500000 Penalty: 4993.951660
	Iteration 31Q: 3 clusters Score -3093370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3093375.000000 Penalty: 4993.951660
	Iteration 32Q: 3 clusters Score -3093375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3093372.500000 Penalty: 4993.951660
	Iteration 33Q: 3 clusters Score -3093372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3093376.250000 Penalty: 4993.951660
	Iteration 34Q: 3 clusters Score -3093376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3093378.250000 Penalty: 4993.951660
	Iteration 35Q: 3 clusters Score -3093378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3093383.750000 Penalty: 4993.951660
	Iteration 36Q: 3 clusters Score -3093384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3093386.500000 Penalty: 4993.951660
	Iteration 37Q: 3 clusters Score -3093386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3093387.000000 Penalty: 4993.951660
	Iteration 38Q: 3 clusters Score -3093387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3093384.000000 Penalty: 4993.951660
	Iteration 39Q: 3 clusters Score -3093384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3093381.500000 Penalty: 4993.951660
	Iteration 40F: 3 clusters Score -3093382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3093388.750000 Penalty: 4993.951660
	Iteration 41Q: 3 clusters Score -3093389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3093393.500000 Penalty: 4993.951660
	Iteration 42Q: 3 clusters Score -3093394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3093393.250000 Penalty: 4993.951660
	Iteration 43Q: 3 clusters Score -3093393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3093393.000000 Penalty: 4993.951660
	Iteration 44Q: 3 clusters Score -3093393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3093395.250000 Penalty: 4993.951660
	Iteration 45Q: 3 clusters Score -3093395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3093398.000000 Penalty: 4993.951660
	Iteration 46Q: 3 clusters Score -3093398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3093402.000000 Penalty: 4993.951660
	Iteration 47Q: 3 clusters Score -3093402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3093394.500000 Penalty: 4993.951660
	Iteration 48Q: 3 clusters Score -3093394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3093395.000000 Penalty: 4993.951660
	Iteration 49Q: 3 clusters Score -3093395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3093399.250000 Penalty: 4993.951660
	Iteration 50Q: 3 clusters Score -3093399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3093397.000000 Penalty: 4993.951660
	Iteration 51Q: 3 clusters Score -3093397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3093396.750000 Penalty: 4993.951660
	Iteration 52Q: 3 clusters Score -3093397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3093396.750000 Penalty: 4993.951660
	Iteration 53F: 3 clusters Score -3093397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Entering Unmasked Estep 
Score: -1326267.500000 Penalty: 2297.865234
	Iteration 0F: 2 clusters Score -1326268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1318207.875000 Penalty: 4595.730469
	Iteration 0F: 3 clusters Score -1318208 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1320573.000000 Penalty: 4595.730469
	Iteration 1F: 3 clusters Score -1320573 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1320850.875000 Penalty: 4595.730469
	Iteration 2F: 3 clusters Score -1320851 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1321046.750000 Penalty: 4595.730469
	Iteration 3Q: 3 clusters Score -1321047 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1321207.375000 Penalty: 4595.730469
	Iteration 4Q: 3 clusters Score -1321207 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1321345.500000 Penalty: 4595.730469
	Iteration 5Q: 3 clusters Score -1321346 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1321501.000000 Penalty: 4595.730469
	Iteration 6Q: 3 clusters Score -1321501 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1321688.750000 Penalty: 4595.730469
	Iteration 7Q: 3 clusters Score -1321689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1321875.125000 Penalty: 4595.730469
	Iteration 8Q: 3 clusters Score -1321875 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1322044.250000 Penalty: 4595.730469
	Iteration 9Q: 3 clusters Score -1322044 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1322209.250000 Penalty: 4595.730469
	Iteration 10Q: 3 clusters Score -1322209 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1322372.000000 Penalty: 4595.730469
	Iteration 11Q: 3 clusters Score -1322372 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1322530.875000 Penalty: 4595.730469
	Iteration 12Q: 3 clusters Score -1322531 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1322643.375000 Penalty: 4595.730469
	Iteration 13Q: 3 clusters Score -1322643 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1322740.375000 Penalty: 4595.730469
	Iteration 14Q: 3 clusters Score -1322740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1322815.125000 Penalty: 4595.730469
	Iteration 15Q: 3 clusters Score -1322815 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1322877.625000 Penalty: 4595.730469
	Iteration 16Q: 3 clusters Score -1322878 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1322953.000000 Penalty: 4595.730469
	Iteration 17Q: 3 clusters Score -1322953 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1323003.375000 Penalty: 4595.730469
	Iteration 18Q: 3 clusters Score -1323003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1323039.500000 Penalty: 4595.730469
	Iteration 19Q: 3 clusters Score -1323040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1323068.500000 Penalty: 4595.730469
	Iteration 20F: 3 clusters Score -1323068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1323087.875000 Penalty: 4595.730469
	Iteration 21Q: 3 clusters Score -1323088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1323114.375000 Penalty: 4595.730469
	Iteration 22Q: 3 clusters Score -1323114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1323142.750000 Penalty: 4595.730469
	Iteration 23Q: 3 clusters Score -1323143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1323169.875000 Penalty: 4595.730469
	Iteration 24Q: 3 clusters Score -1323170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1323184.125000 Penalty: 4595.730469
	Iteration 25Q: 3 clusters Score -1323184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1323202.500000 Penalty: 4595.730469
	Iteration 26Q: 3 clusters Score -1323202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1323219.125000 Penalty: 4595.730469
	Iteration 27Q: 3 clusters Score -1323219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1323240.000000 Penalty: 4595.730469
	Iteration 28Q: 3 clusters Score -1323240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1323275.500000 Penalty: 4595.730469
	Iteration 29Q: 3 clusters Score -1323276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1323298.750000 Penalty: 4595.730469
	Iteration 30Q: 3 clusters Score -1323299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1323326.375000 Penalty: 4595.730469
	Iteration 31Q: 3 clusters Score -1323326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1323352.625000 Penalty: 4595.730469
	Iteration 32Q: 3 clusters Score -1323353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1323377.750000 Penalty: 4595.730469
	Iteration 33Q: 3 clusters Score -1323378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1323407.250000 Penalty: 4595.730469
	Iteration 34Q: 3 clusters Score -1323407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1323442.750000 Penalty: 4595.730469
	Iteration 35Q: 3 clusters Score -1323443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1323474.500000 Penalty: 4595.730469
	Iteration 36Q: 3 clusters Score -1323474 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1323513.250000 Penalty: 4595.730469
	Iteration 37Q: 3 clusters Score -1323513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1323559.875000 Penalty: 4595.730469
	Iteration 38Q: 3 clusters Score -1323560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1323614.250000 Penalty: 4595.730469
	Iteration 39Q: 3 clusters Score -1323614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1323661.750000 Penalty: 4595.730469
	Iteration 40F: 3 clusters Score -1323662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1323710.000000 Penalty: 4595.730469
	Iteration 41Q: 3 clusters Score -1323710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1323742.750000 Penalty: 4595.730469
	Iteration 42Q: 3 clusters Score -1323743 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1323777.250000 Penalty: 4595.730469
	Iteration 43Q: 3 clusters Score -1323777 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1323803.500000 Penalty: 4595.730469
	Iteration 44Q: 3 clusters Score -1323804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1323821.250000 Penalty: 4595.730469
	Iteration 45Q: 3 clusters Score -1323821 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1323854.500000 Penalty: 4595.730469
	Iteration 46Q: 3 clusters Score -1323854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1323883.500000 Penalty: 4595.730469
	Iteration 47Q: 3 clusters Score -1323884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1323911.875000 Penalty: 4595.730469
	Iteration 48Q: 3 clusters Score -1323912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1323940.125000 Penalty: 4595.730469
	Iteration 49Q: 3 clusters Score -1323940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1323976.375000 Penalty: 4595.730469
	Iteration 50Q: 3 clusters Score -1323976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1324002.250000 Penalty: 4595.730469
	Iteration 51Q: 3 clusters Score -1324002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1324024.125000 Penalty: 4595.730469
	Iteration 52Q: 3 clusters Score -1324024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1324046.375000 Penalty: 4595.730469
	Iteration 53Q: 3 clusters Score -1324046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1324074.000000 Penalty: 4595.730469
	Iteration 54Q: 3 clusters Score -1324074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1324097.000000 Penalty: 4595.730469
	Iteration 55Q: 3 clusters Score -1324097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1324120.250000 Penalty: 4595.730469
	Iteration 56Q: 3 clusters Score -1324120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1324148.000000 Penalty: 4595.730469
	Iteration 57Q: 3 clusters Score -1324148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1324169.625000 Penalty: 4595.730469
	Iteration 58Q: 3 clusters Score -1324170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1324186.625000 Penalty: 4595.730469
	Iteration 59Q: 3 clusters Score -1324187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1324205.125000 Penalty: 4595.730469
	Iteration 60F: 3 clusters Score -1324205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1324222.000000 Penalty: 4595.730469
	Iteration 61Q: 3 clusters Score -1324222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1324237.125000 Penalty: 4595.730469
	Iteration 62Q: 3 clusters Score -1324237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1324250.875000 Penalty: 4595.730469
	Iteration 63Q: 3 clusters Score -1324251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1324256.875000 Penalty: 4595.730469
	Iteration 64Q: 3 clusters Score -1324257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1324269.875000 Penalty: 4595.730469
	Iteration 65Q: 3 clusters Score -1324270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1324282.875000 Penalty: 4595.730469
	Iteration 66Q: 3 clusters Score -1324283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1324293.250000 Penalty: 4595.730469
	Iteration 67Q: 3 clusters Score -1324293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1324302.250000 Penalty: 4595.730469
	Iteration 68Q: 3 clusters Score -1324302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1324313.750000 Penalty: 4595.730469
	Iteration 69Q: 3 clusters Score -1324314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1324324.500000 Penalty: 4595.730469
	Iteration 70Q: 3 clusters Score -1324324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1324336.750000 Penalty: 4595.730469
	Iteration 71Q: 3 clusters Score -1324337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1324343.500000 Penalty: 4595.730469
	Iteration 72Q: 3 clusters Score -1324344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1324347.875000 Penalty: 4595.730469
	Iteration 73Q: 3 clusters Score -1324348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1324351.750000 Penalty: 4595.730469
	Iteration 74Q: 3 clusters Score -1324352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1324356.875000 Penalty: 4595.730469
	Iteration 75Q: 3 clusters Score -1324357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1324361.875000 Penalty: 4595.730469
	Iteration 76Q: 3 clusters Score -1324362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1324367.250000 Penalty: 4595.730469
	Iteration 77Q: 3 clusters Score -1324367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1324369.625000 Penalty: 4595.730469
	Iteration 78Q: 3 clusters Score -1324370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1324380.250000 Penalty: 4595.730469
	Iteration 79Q: 3 clusters Score -1324380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1324385.625000 Penalty: 4595.730469
	Iteration 80F: 3 clusters Score -1324386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1324384.875000 Penalty: 4595.730469
	Iteration 81Q: 3 clusters Score -1324385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1324385.500000 Penalty: 4595.730469
	Iteration 82Q: 3 clusters Score -1324386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1324384.250000 Penalty: 4595.730469
	Iteration 83Q: 3 clusters Score -1324384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1324384.250000 Penalty: 4595.730469
	Iteration 84F: 3 clusters Score -1324384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -577975.625000 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -577975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -573718.625000 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -573718.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -574898.187500 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -574898.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -575298.125000 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -575298.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -575612.250000 Penalty: 4187.144043
	Iteration 3F: 3 clusters Score -575612.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -575920.437500 Penalty: 4187.144043
	Iteration 4F: 3 clusters Score -575920.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -576158.187500 Penalty: 4187.144043
	Iteration 5F: 3 clusters Score -576158.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -576337.562500 Penalty: 4187.144043
	Iteration 6Q: 3 clusters Score -576337.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -576501.187500 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -576501.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -576604.250000 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -576604.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -576680.125000 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -576680.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -576731.312500 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -576731.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -576761.437500 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -576761.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -576780.812500 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -576780.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -576791.500000 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -576791.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -576800.250000 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -576800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -576803.937500 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -576803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -576808.125000 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -576808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -576810.312500 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -576810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -576813.312500 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -576813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -576816.312500 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -576816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -576819.125000 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -576819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -576819.250000 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -576819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -576820.000000 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -576820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -576820.000000 Penalty: 4187.144043
	Iteration 23F: 3 clusters Score -576820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -193988.781250 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -193988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191656.218750 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -191656.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192027.796875 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -192027.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192118.546875 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -192118.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192170.203125 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -192170.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192203.765625 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -192203.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192230.828125 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -192230.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192247.890625 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -192247.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192267.296875 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -192267.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192283.109375 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -192283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -192286.750000 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -192286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192287.171875 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -192287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192289.125000 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -192289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192293.234375 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -192293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192294.156250 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -192294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192294.156250 Penalty: 3657.504883
	Iteration 14F: 3 clusters Score -192294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -364685.468750 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -364685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -361331.062500 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -361331.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -362080.937500 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -362080.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -362283.218750 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -362283.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -362397.781250 Penalty: 3995.987793
	Iteration 3Q: 3 clusters Score -362397.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -362515.125000 Penalty: 3995.987793
	Iteration 4Q: 3 clusters Score -362515.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362639.062500 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -362639.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362737.031250 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -362737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -362807.843750 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -362807.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -362871.750000 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -362871.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -362958.250000 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -362958.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -363042.093750 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -363042.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363122.500000 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -363122.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -363189.031250 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -363189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -363242.156250 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -363242.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -363279.062500 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -363279.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -363308.187500 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -363308.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -363335.593750 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -363335.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -363358.875000 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -363358.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -363376.531250 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -363376.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -363389.218750 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -363389.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -363402.375000 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -363402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363411.750000 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -363411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -363419.718750 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -363419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -363426.437500 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -363426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -363429.968750 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -363430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -363431.656250 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -363431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -363432.468750 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -363432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -363434.531250 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -363434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -363435.656250 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -363435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -363435.875000 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -363435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -363436.937500 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -363436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363437.406250 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -363437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363438.437500 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -363438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -363440.093750 Penalty: 3995.987793
	Iteration 33Q: 3 clusters Score -363440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -363440.468750 Penalty: 3995.987793
	Iteration 34Q: 3 clusters Score -363440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -363440.718750 Penalty: 3995.987793
	Iteration 35Q: 3 clusters Score -363440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363441.250000 Penalty: 3995.987793
	Iteration 36Q: 3 clusters Score -363441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -363441.375000 Penalty: 3995.987793
	Iteration 37Q: 3 clusters Score -363441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -363442.031250 Penalty: 3995.987793
	Iteration 38Q: 3 clusters Score -363442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -363443.375000 Penalty: 3995.987793
	Iteration 39Q: 3 clusters Score -363443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -363446.812500 Penalty: 3995.987793
	Iteration 40F: 3 clusters Score -363446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -363455.625000 Penalty: 3995.987793
	Iteration 41Q: 3 clusters Score -363455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -363472.250000 Penalty: 3995.987793
	Iteration 42Q: 3 clusters Score -363472.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -363483.531250 Penalty: 3995.987793
	Iteration 43Q: 3 clusters Score -363483.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -363493.718750 Penalty: 3995.987793
	Iteration 44Q: 3 clusters Score -363493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -363498.406250 Penalty: 3995.987793
	Iteration 45Q: 3 clusters Score -363498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -363503.125000 Penalty: 3995.987793
	Iteration 46Q: 3 clusters Score -363503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -363508.937500 Penalty: 3995.987793
	Iteration 47Q: 3 clusters Score -363508.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -363513.875000 Penalty: 3995.987793
	Iteration 48Q: 3 clusters Score -363513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -363520.562500 Penalty: 3995.987793
	Iteration 49Q: 3 clusters Score -363520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -363527.937500 Penalty: 3995.987793
	Iteration 50Q: 3 clusters Score -363527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -363533.093750 Penalty: 3995.987793
	Iteration 51Q: 3 clusters Score -363533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -363540.531250 Penalty: 3995.987793
	Iteration 52Q: 3 clusters Score -363540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -363546.937500 Penalty: 3995.987793
	Iteration 53Q: 3 clusters Score -363546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -363550.687500 Penalty: 3995.987793
	Iteration 54Q: 3 clusters Score -363550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -363555.031250 Penalty: 3995.987793
	Iteration 55Q: 3 clusters Score -363555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -363558.593750 Penalty: 3995.987793
	Iteration 56Q: 3 clusters Score -363558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -363563.968750 Penalty: 3995.987793
	Iteration 57Q: 3 clusters Score -363564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -363570.593750 Penalty: 3995.987793
	Iteration 58Q: 3 clusters Score -363570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -363575.531250 Penalty: 3995.987793
	Iteration 59Q: 3 clusters Score -363575.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -363579.625000 Penalty: 3995.987793
	Iteration 60F: 3 clusters Score -363579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -363583.312500 Penalty: 3995.987793
	Iteration 61Q: 3 clusters Score -363583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -363588.843750 Penalty: 3995.987793
	Iteration 62Q: 3 clusters Score -363588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -363593.156250 Penalty: 3995.987793
	Iteration 63Q: 3 clusters Score -363593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -363597.312500 Penalty: 3995.987793
	Iteration 64Q: 3 clusters Score -363597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -363600.031250 Penalty: 3995.987793
	Iteration 65Q: 3 clusters Score -363600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -363600.406250 Penalty: 3995.987793
	Iteration 66Q: 3 clusters Score -363600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -363603.031250 Penalty: 3995.987793
	Iteration 67Q: 3 clusters Score -363603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -363604.593750 Penalty: 3995.987793
	Iteration 68Q: 3 clusters Score -363604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -363605.593750 Penalty: 3995.987793
	Iteration 69Q: 3 clusters Score -363605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -363605.750000 Penalty: 3995.987793
	Iteration 70Q: 3 clusters Score -363605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363606.187500 Penalty: 3995.987793
	Iteration 71Q: 3 clusters Score -363606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363608.093750 Penalty: 3995.987793
	Iteration 72Q: 3 clusters Score -363608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363609.218750 Penalty: 3995.987793
	Iteration 73Q: 3 clusters Score -363609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363609.906250 Penalty: 3995.987793
	Iteration 74Q: 3 clusters Score -363609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363610.343750 Penalty: 3995.987793
	Iteration 75Q: 3 clusters Score -363610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363610.843750 Penalty: 3995.987793
	Iteration 76Q: 3 clusters Score -363610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363611.875000 Penalty: 3995.987793
	Iteration 77Q: 3 clusters Score -363611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363611.718750 Penalty: 3995.987793
	Iteration 78Q: 3 clusters Score -363611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363611.718750 Penalty: 3995.987793
	Iteration 79F: 3 clusters Score -363611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Entering Unmasked Estep 
Score: -2331110.000000 Penalty: 2439.158203
	Iteration 0F: 2 clusters Score -2331110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2317930.500000 Penalty: 4878.316406
	Iteration 0F: 3 clusters Score -2317930 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2322373.500000 Penalty: 4878.316406
	Iteration 1F: 3 clusters Score -2322374 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2322888.000000 Penalty: 4878.316406
	Iteration 2F: 3 clusters Score -2322888 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2323391.000000 Penalty: 4878.316406
	Iteration 3F: 3 clusters Score -2323391 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2323966.500000 Penalty: 4878.316406
	Iteration 4F: 3 clusters Score -2323966 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2324574.750000 Penalty: 4878.316406
	Iteration 5F: 3 clusters Score -2324575 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2325235.000000 Penalty: 4878.316406
	Iteration 6F: 3 clusters Score -2325235 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2325829.000000 Penalty: 4878.316406
	Iteration 7F: 3 clusters Score -2325829 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2326242.500000 Penalty: 4878.316406
	Iteration 8Q: 3 clusters Score -2326242 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2326494.500000 Penalty: 4878.316406
	Iteration 9Q: 3 clusters Score -2326494 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2326713.750000 Penalty: 4878.316406
	Iteration 10Q: 3 clusters Score -2326714 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2326907.500000 Penalty: 4878.316406
	Iteration 11Q: 3 clusters Score -2326908 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2327100.000000 Penalty: 4878.316406
	Iteration 12Q: 3 clusters Score -2327100 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2327305.000000 Penalty: 4878.316406
	Iteration 13Q: 3 clusters Score -2327305 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2327505.250000 Penalty: 4878.316406
	Iteration 14Q: 3 clusters Score -2327505 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2327682.500000 Penalty: 4878.316406
	Iteration 15Q: 3 clusters Score -2327682 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2327877.000000 Penalty: 4878.316406
	Iteration 16Q: 3 clusters Score -2327877 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2328046.250000 Penalty: 4878.316406
	Iteration 17Q: 3 clusters Score -2328046 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2328213.000000 Penalty: 4878.316406
	Iteration 18Q: 3 clusters Score -2328213 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2328377.000000 Penalty: 4878.316406
	Iteration 19Q: 3 clusters Score -2328377 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2328523.500000 Penalty: 4878.316406
	Iteration 20F: 3 clusters Score -2328524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2328646.250000 Penalty: 4878.316406
	Iteration 21Q: 3 clusters Score -2328646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2328730.750000 Penalty: 4878.316406
	Iteration 22Q: 3 clusters Score -2328731 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2328807.750000 Penalty: 4878.316406
	Iteration 23Q: 3 clusters Score -2328808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2328853.500000 Penalty: 4878.316406
	Iteration 24Q: 3 clusters Score -2328854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2328890.500000 Penalty: 4878.316406
	Iteration 25Q: 3 clusters Score -2328890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2328917.000000 Penalty: 4878.316406
	Iteration 26Q: 3 clusters Score -2328917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2328937.000000 Penalty: 4878.316406
	Iteration 27Q: 3 clusters Score -2328937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2328942.750000 Penalty: 4878.316406
	Iteration 28Q: 3 clusters Score -2328943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2328954.750000 Penalty: 4878.316406
	Iteration 29Q: 3 clusters Score -2328955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2328960.000000 Penalty: 4878.316406
	Iteration 30Q: 3 clusters Score -2328960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2328969.000000 Penalty: 4878.316406
	Iteration 31Q: 3 clusters Score -2328969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2328974.000000 Penalty: 4878.316406
	Iteration 32Q: 3 clusters Score -2328974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2328978.250000 Penalty: 4878.316406
	Iteration 33Q: 3 clusters Score -2328978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2328978.750000 Penalty: 4878.316406
	Iteration 34Q: 3 clusters Score -2328979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2328979.500000 Penalty: 4878.316406
	Iteration 35Q: 3 clusters Score -2328980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2328983.750000 Penalty: 4878.316406
	Iteration 36Q: 3 clusters Score -2328984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2328985.500000 Penalty: 4878.316406
	Iteration 37Q: 3 clusters Score -2328986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2328986.500000 Penalty: 4878.316406
	Iteration 38Q: 3 clusters Score -2328986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2328984.750000 Penalty: 4878.316406
	Iteration 39Q: 3 clusters Score -2328985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2328984.750000 Penalty: 4878.316406
	Iteration 40F: 3 clusters Score -2328985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Entering Unmasked Estep 
Score: -5682979.000000 Penalty: 2653.466553
	Iteration 0F: 2 clusters Score -5682979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5652867.500000 Penalty: 5306.933105
	Iteration 0F: 3 clusters Score -5652868 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5664733.000000 Penalty: 5306.933105
	Iteration 1F: 3 clusters Score -5664733 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5665960.500000 Penalty: 5306.933105
	Iteration 2F: 3 clusters Score -5665960 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5667741.500000 Penalty: 5306.933105
	Iteration 3F: 3 clusters Score -5667742 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5670259.500000 Penalty: 5306.933105
	Iteration 4F: 3 clusters Score -5670260 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5672797.500000 Penalty: 5306.933105
	Iteration 5F: 3 clusters Score -5672798 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5674722.500000 Penalty: 5306.933105
	Iteration 6F: 3 clusters Score -5674722 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -5676054.500000 Penalty: 5306.933105
	Iteration 7F: 3 clusters Score -5676054 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5676938.500000 Penalty: 5306.933105
	Iteration 8Q: 3 clusters Score -5676938 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5677564.000000 Penalty: 5306.933105
	Iteration 9Q: 3 clusters Score -5677564 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5678173.000000 Penalty: 5306.933105
	Iteration 10Q: 3 clusters Score -5678173 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -5678640.000000 Penalty: 5306.933105
	Iteration 11Q: 3 clusters Score -5678640 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5679084.500000 Penalty: 5306.933105
	Iteration 12Q: 3 clusters Score -5679084 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5679570.000000 Penalty: 5306.933105
	Iteration 13Q: 3 clusters Score -5679570 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5680006.500000 Penalty: 5306.933105
	Iteration 14Q: 3 clusters Score -5680006 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5680378.000000 Penalty: 5306.933105
	Iteration 15Q: 3 clusters Score -5680378 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5680669.000000 Penalty: 5306.933105
	Iteration 16Q: 3 clusters Score -5680669 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5680884.500000 Penalty: 5306.933105
	Iteration 17Q: 3 clusters Score -5680884 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5681074.000000 Penalty: 5306.933105
	Iteration 18Q: 3 clusters Score -5681074 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5681215.000000 Penalty: 5306.933105
	Iteration 19Q: 3 clusters Score -5681215 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5681336.000000 Penalty: 5306.933105
	Iteration 20F: 3 clusters Score -5681336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5681403.500000 Penalty: 5306.933105
	Iteration 21Q: 3 clusters Score -5681404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5681506.500000 Penalty: 5306.933105
	Iteration 22Q: 3 clusters Score -5681506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5681567.500000 Penalty: 5306.933105
	Iteration 23Q: 3 clusters Score -5681568 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5681611.500000 Penalty: 5306.933105
	Iteration 24Q: 3 clusters Score -5681612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5681651.000000 Penalty: 5306.933105
	Iteration 25Q: 3 clusters Score -5681651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5681682.500000 Penalty: 5306.933105
	Iteration 26Q: 3 clusters Score -5681682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5681728.500000 Penalty: 5306.933105
	Iteration 27Q: 3 clusters Score -5681728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5681750.000000 Penalty: 5306.933105
	Iteration 28Q: 3 clusters Score -5681750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5681740.000000 Penalty: 5306.933105
	Iteration 29Q: 3 clusters Score -5681740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5681748.000000 Penalty: 5306.933105
	Iteration 30Q: 3 clusters Score -5681748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5681760.000000 Penalty: 5306.933105
	Iteration 31Q: 3 clusters Score -5681760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5681761.000000 Penalty: 5306.933105
	Iteration 32Q: 3 clusters Score -5681761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5681766.500000 Penalty: 5306.933105
	Iteration 33Q: 3 clusters Score -5681766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5681776.500000 Penalty: 5306.933105
	Iteration 34Q: 3 clusters Score -5681776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5681777.000000 Penalty: 5306.933105
	Iteration 35Q: 3 clusters Score -5681777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5681794.000000 Penalty: 5306.933105
	Iteration 36Q: 3 clusters Score -5681794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5681788.000000 Penalty: 5306.933105
	Iteration 37Q: 3 clusters Score -5681788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5681797.000000 Penalty: 5306.933105
	Iteration 38Q: 3 clusters Score -5681797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5681795.000000 Penalty: 5306.933105
	Iteration 39Q: 3 clusters Score -5681795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5681798.500000 Penalty: 5306.933105
	Iteration 40F: 3 clusters Score -5681798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5681800.000000 Penalty: 5306.933105
	Iteration 41Q: 3 clusters Score -5681800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5681796.500000 Penalty: 5306.933105
	Iteration 42Q: 3 clusters Score -5681796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5681801.000000 Penalty: 5306.933105
	Iteration 43Q: 3 clusters Score -5681801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5681803.000000 Penalty: 5306.933105
	Iteration 44Q: 3 clusters Score -5681803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5681803.000000 Penalty: 5306.933105
	Iteration 45F: 3 clusters Score -5681803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Entering Unmasked Estep 
Score: -2018437.000000 Penalty: 2402.901123
	Iteration 0F: 2 clusters Score -2018437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2006782.125000 Penalty: 4805.802246
	Iteration 0F: 3 clusters Score -2006782 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2010560.125000 Penalty: 4805.802246
	Iteration 1F: 3 clusters Score -2010560 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2011054.250000 Penalty: 4805.802246
	Iteration 2F: 3 clusters Score -2011054 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2011602.375000 Penalty: 4805.802246
	Iteration 3F: 3 clusters Score -2011602 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2012299.375000 Penalty: 4805.802246
	Iteration 4F: 3 clusters Score -2012299 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2013110.000000 Penalty: 4805.802246
	Iteration 5F: 3 clusters Score -2013110 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2014076.125000 Penalty: 4805.802246
	Iteration 6F: 3 clusters Score -2014076 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2015162.750000 Penalty: 4805.802246
	Iteration 7F: 3 clusters Score -2015163 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2016151.500000 Penalty: 4805.802246
	Iteration 8F: 3 clusters Score -2016152 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2016849.125000 Penalty: 4805.802246
	Iteration 9F: 3 clusters Score -2016849 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2017327.875000 Penalty: 4805.802246
	Iteration 10Q: 3 clusters Score -2017328 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2017690.125000 Penalty: 4805.802246
	Iteration 11Q: 3 clusters Score -2017690 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2017952.000000 Penalty: 4805.802246
	Iteration 12Q: 3 clusters Score -2017952 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2018155.375000 Penalty: 4805.802246
	Iteration 13Q: 3 clusters Score -2018155 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2018303.250000 Penalty: 4805.802246
	Iteration 14Q: 3 clusters Score -2018303 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2018407.625000 Penalty: 4805.802246
	Iteration 15Q: 3 clusters Score -2018408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2018468.750000 Penalty: 4805.802246
	Iteration 16Q: 3 clusters Score -2018469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2018513.500000 Penalty: 4805.802246
	Iteration 17Q: 3 clusters Score -2018514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2018543.750000 Penalty: 4805.802246
	Iteration 18Q: 3 clusters Score -2018544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2018564.875000 Penalty: 4805.802246
	Iteration 19Q: 3 clusters Score -2018565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2018577.875000 Penalty: 4805.802246
	Iteration 20F: 3 clusters Score -2018578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2018588.875000 Penalty: 4805.802246
	Iteration 21Q: 3 clusters Score -2018589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2018593.625000 Penalty: 4805.802246
	Iteration 22Q: 3 clusters Score -2018594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2018599.875000 Penalty: 4805.802246
	Iteration 23Q: 3 clusters Score -2018600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2018601.375000 Penalty: 4805.802246
	Iteration 24Q: 3 clusters Score -2018601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2018605.500000 Penalty: 4805.802246
	Iteration 25Q: 3 clusters Score -2018606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2018610.125000 Penalty: 4805.802246
	Iteration 26Q: 3 clusters Score -2018610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2018611.625000 Penalty: 4805.802246
	Iteration 27Q: 3 clusters Score -2018612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2018616.125000 Penalty: 4805.802246
	Iteration 28Q: 3 clusters Score -2018616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2018622.750000 Penalty: 4805.802246
	Iteration 29Q: 3 clusters Score -2018623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2018630.500000 Penalty: 4805.802246
	Iteration 30Q: 3 clusters Score -2018630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2018626.500000 Penalty: 4805.802246
	Iteration 31Q: 3 clusters Score -2018626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2018629.875000 Penalty: 4805.802246
	Iteration 32Q: 3 clusters Score -2018630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2018632.000000 Penalty: 4805.802246
	Iteration 33Q: 3 clusters Score -2018632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2018636.375000 Penalty: 4805.802246
	Iteration 34Q: 3 clusters Score -2018636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2018634.500000 Penalty: 4805.802246
	Iteration 35Q: 3 clusters Score -2018634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2018632.375000 Penalty: 4805.802246
	Iteration 36Q: 3 clusters Score -2018632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2018633.750000 Penalty: 4805.802246
	Iteration 37Q: 3 clusters Score -2018634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2018633.625000 Penalty: 4805.802246
	Iteration 38Q: 3 clusters Score -2018634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2018639.125000 Penalty: 4805.802246
	Iteration 39Q: 3 clusters Score -2018639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2018638.250000 Penalty: 4805.802246
	Iteration 40F: 3 clusters Score -2018638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2018638.125000 Penalty: 4805.802246
	Iteration 41Q: 3 clusters Score -2018638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2018638.875000 Penalty: 4805.802246
	Iteration 42Q: 3 clusters Score -2018639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2018637.750000 Penalty: 4805.802246
	Iteration 43Q: 3 clusters Score -2018638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2018637.625000 Penalty: 4805.802246
	Iteration 44Q: 3 clusters Score -2018638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2018637.625000 Penalty: 4805.802246
	Iteration 45Q: 3 clusters Score -2018638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2018637.625000 Penalty: 4805.802246
	Iteration 46F: 3 clusters Score -2018638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 8989 members 
Entering Unmasked Estep 
Score: -104936728.000000 Penalty: 108252.726562
Splitting cluster 11 changes total score from -104937800.000000 to -104936728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -429384.593750 Penalty: 2049.753662
	Iteration 0F: 2 clusters Score -429384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -425586.031250 Penalty: 4099.507324
	Iteration 0F: 3 clusters Score -425586 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -426515.968750 Penalty: 4099.507324
	Iteration 1F: 3 clusters Score -426516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -426831.656250 Penalty: 4099.507324
	Iteration 2F: 3 clusters Score -426831.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -427104.125000 Penalty: 4099.507324
	Iteration 3F: 3 clusters Score -427104.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -427307.531250 Penalty: 4099.507324
	Iteration 4F: 3 clusters Score -427307.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -427456.312500 Penalty: 4099.507324
	Iteration 5Q: 3 clusters Score -427456.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -427572.937500 Penalty: 4099.507324
	Iteration 6Q: 3 clusters Score -427572.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -427645.218750 Penalty: 4099.507324
	Iteration 7Q: 3 clusters Score -427645.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -427692.343750 Penalty: 4099.507324
	Iteration 8Q: 3 clusters Score -427692.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -427731.031250 Penalty: 4099.507324
	Iteration 9Q: 3 clusters Score -427731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -427768.250000 Penalty: 4099.507324
	Iteration 10Q: 3 clusters Score -427768.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -427800.875000 Penalty: 4099.507324
	Iteration 11Q: 3 clusters Score -427800.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -427822.218750 Penalty: 4099.507324
	Iteration 12Q: 3 clusters Score -427822.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -427843.187500 Penalty: 4099.507324
	Iteration 13Q: 3 clusters Score -427843.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -427877.750000 Penalty: 4099.507324
	Iteration 14Q: 3 clusters Score -427877.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427920.437500 Penalty: 4099.507324
	Iteration 15Q: 3 clusters Score -427920.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -427959.937500 Penalty: 4099.507324
	Iteration 16Q: 3 clusters Score -427959.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -427998.593750 Penalty: 4099.507324
	Iteration 17Q: 3 clusters Score -427998.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -428032.562500 Penalty: 4099.507324
	Iteration 18Q: 3 clusters Score -428032.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -428062.843750 Penalty: 4099.507324
	Iteration 19Q: 3 clusters Score -428062.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -428079.968750 Penalty: 4099.507324
	Iteration 20F: 3 clusters Score -428080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -428096.093750 Penalty: 4099.507324
	Iteration 21Q: 3 clusters Score -428096.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -428109.656250 Penalty: 4099.507324
	Iteration 22Q: 3 clusters Score -428109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -428126.656250 Penalty: 4099.507324
	Iteration 23Q: 3 clusters Score -428126.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -428139.406250 Penalty: 4099.507324
	Iteration 24Q: 3 clusters Score -428139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -428146.031250 Penalty: 4099.507324
	Iteration 25Q: 3 clusters Score -428146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -428150.093750 Penalty: 4099.507324
	Iteration 26Q: 3 clusters Score -428150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -428154.093750 Penalty: 4099.507324
	Iteration 27Q: 3 clusters Score -428154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -428156.281250 Penalty: 4099.507324
	Iteration 28Q: 3 clusters Score -428156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -428158.375000 Penalty: 4099.507324
	Iteration 29Q: 3 clusters Score -428158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -428161.281250 Penalty: 4099.507324
	Iteration 30Q: 3 clusters Score -428161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -428162.968750 Penalty: 4099.507324
	Iteration 31Q: 3 clusters Score -428163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -428162.843750 Penalty: 4099.507324
	Iteration 32Q: 3 clusters Score -428162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -428163.937500 Penalty: 4099.507324
	Iteration 33Q: 3 clusters Score -428163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -428165.156250 Penalty: 4099.507324
	Iteration 34Q: 3 clusters Score -428165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -428168.281250 Penalty: 4099.507324
	Iteration 35Q: 3 clusters Score -428168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -428168.625000 Penalty: 4099.507324
	Iteration 36Q: 3 clusters Score -428168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -428168.625000 Penalty: 4099.507324
	Iteration 37F: 3 clusters Score -428168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -792525.750000 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -792525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -786709.000000 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -786709 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -788691.250000 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -788691.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -789339.437500 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -789339.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -789802.375000 Penalty: 4404.977051
	Iteration 3F: 3 clusters Score -789802.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -790114.687500 Penalty: 4404.977051
	Iteration 4F: 3 clusters Score -790114.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -790351.937500 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -790351.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -790565.125000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -790565.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -790757.437500 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -790757.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -790926.750000 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -790926.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -791055.625000 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -791055.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -791161.312500 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -791161.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -791244.187500 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -791244.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -791301.500000 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -791301.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -791333.500000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -791333.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -791355.750000 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -791355.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -791376.187500 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -791376.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -791394.625000 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -791394.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -791412.062500 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -791412.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -791429.687500 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -791429.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -791443.437500 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -791443.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -791457.687500 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -791457.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -791467.000000 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -791467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -791473.562500 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -791473.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -791478.937500 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -791478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -791489.937500 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -791489.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -791498.250000 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -791498.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -791507.875000 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -791507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -791511.625000 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -791511.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -791519.000000 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -791519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -791518.812500 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -791518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -791520.750000 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -791520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -791524.062500 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -791524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -791525.750000 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -791525.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -791527.875000 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -791527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -791529.375000 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -791529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -791531.125000 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -791531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -791535.187500 Penalty: 4404.977051
	Iteration 36Q: 3 clusters Score -791535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -791538.437500 Penalty: 4404.977051
	Iteration 37Q: 3 clusters Score -791538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -791538.000000 Penalty: 4404.977051
	Iteration 38Q: 3 clusters Score -791538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -791536.937500 Penalty: 4404.977051
	Iteration 39Q: 3 clusters Score -791536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -791538.312500 Penalty: 4404.977051
	Iteration 40F: 3 clusters Score -791538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -791538.687500 Penalty: 4404.977051
	Iteration 41Q: 3 clusters Score -791538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -791539.687500 Penalty: 4404.977051
	Iteration 42Q: 3 clusters Score -791539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -791539.187500 Penalty: 4404.977051
	Iteration 43Q: 3 clusters Score -791539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -791541.875000 Penalty: 4404.977051
	Iteration 44Q: 3 clusters Score -791541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -791543.187500 Penalty: 4404.977051
	Iteration 45Q: 3 clusters Score -791543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -791543.437500 Penalty: 4404.977051
	Iteration 46Q: 3 clusters Score -791543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -791543.500000 Penalty: 4404.977051
	Iteration 47Q: 3 clusters Score -791543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -791544.312500 Penalty: 4404.977051
	Iteration 48Q: 3 clusters Score -791544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -791544.875000 Penalty: 4404.977051
	Iteration 49Q: 3 clusters Score -791544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -791546.937500 Penalty: 4404.977051
	Iteration 50Q: 3 clusters Score -791546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -791547.437500 Penalty: 4404.977051
	Iteration 51Q: 3 clusters Score -791547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -791548.937500 Penalty: 4404.977051
	Iteration 52Q: 3 clusters Score -791548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -791549.750000 Penalty: 4404.977051
	Iteration 53Q: 3 clusters Score -791549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -791550.000000 Penalty: 4404.977051
	Iteration 54Q: 3 clusters Score -791550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -791550.750000 Penalty: 4404.977051
	Iteration 55Q: 3 clusters Score -791550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -791550.750000 Penalty: 4404.977051
	Iteration 56F: 3 clusters Score -791550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -139069.781250 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -139069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137101.062500 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -137101.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138505.296875 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -138505.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -139472.453125 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -139472.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139910.000000 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -139910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -140275.234375 Penalty: 3559.042969
	Iteration 4Q: 3 clusters Score -140275.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -140462.828125 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -140462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140621.203125 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -140621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -140698.281250 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -140698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140724.171875 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -140724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140740.406250 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -140740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140753.984375 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -140754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140764.812500 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -140764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140774.015625 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -140774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -140793.859375 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -140793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140832.125000 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -140832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140860.718750 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -140860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140894.203125 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -140894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140907.906250 Penalty: 3559.042969
	Iteration 17Q: 3 clusters Score -140907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140908.734375 Penalty: 3559.042969
	Iteration 18Q: 3 clusters Score -140908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140909.093750 Penalty: 3559.042969
	Iteration 19Q: 3 clusters Score -140909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140909.093750 Penalty: 3559.042969
	Iteration 20F: 3 clusters Score -140909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 557 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 750 members 
Entering Unmasked Estep 
Score: -104937744.000000 Penalty: 108252.726562
Splitting cluster 14 changes total score from -104937800.000000 to -104937744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -1011181.625000 Penalty: 2237.745361
	Iteration 0F: 2 clusters Score -1011182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1004590.000000 Penalty: 4475.490723
	Iteration 0F: 3 clusters Score -1004590 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1006512.562500 Penalty: 4475.490723
	Iteration 1F: 3 clusters Score -1006513 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1006883.500000 Penalty: 4475.490723
	Iteration 2F: 3 clusters Score -1006884 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1007193.562500 Penalty: 4475.490723
	Iteration 3F: 3 clusters Score -1007194 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1007508.312500 Penalty: 4475.490723
	Iteration 4F: 3 clusters Score -1007508 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1007821.437500 Penalty: 4475.490723
	Iteration 5F: 3 clusters Score -1007821 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1008141.062500 Penalty: 4475.490723
	Iteration 6F: 3 clusters Score -1008141 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1008434.250000 Penalty: 4475.490723
	Iteration 7F: 3 clusters Score -1008434 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1008651.500000 Penalty: 4475.490723
	Iteration 8Q: 3 clusters Score -1008652 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1008806.000000 Penalty: 4475.490723
	Iteration 9Q: 3 clusters Score -1008806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1008917.312500 Penalty: 4475.490723
	Iteration 10Q: 3 clusters Score -1008917 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1008984.062500 Penalty: 4475.490723
	Iteration 11Q: 3 clusters Score -1008984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1009024.875000 Penalty: 4475.490723
	Iteration 12Q: 3 clusters Score -1009025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1009060.187500 Penalty: 4475.490723
	Iteration 13Q: 3 clusters Score -1009060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1009081.812500 Penalty: 4475.490723
	Iteration 14Q: 3 clusters Score -1009082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1009098.187500 Penalty: 4475.490723
	Iteration 15Q: 3 clusters Score -1009098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1009103.500000 Penalty: 4475.490723
	Iteration 16Q: 3 clusters Score -1009104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1009116.312500 Penalty: 4475.490723
	Iteration 17Q: 3 clusters Score -1009116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1009125.562500 Penalty: 4475.490723
	Iteration 18Q: 3 clusters Score -1009126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1009133.812500 Penalty: 4475.490723
	Iteration 19Q: 3 clusters Score -1009134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1009141.125000 Penalty: 4475.490723
	Iteration 20F: 3 clusters Score -1009141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1009144.562500 Penalty: 4475.490723
	Iteration 21Q: 3 clusters Score -1009145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1009150.937500 Penalty: 4475.490723
	Iteration 22Q: 3 clusters Score -1009151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1009157.500000 Penalty: 4475.490723
	Iteration 23Q: 3 clusters Score -1009158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1009159.375000 Penalty: 4475.490723
	Iteration 24Q: 3 clusters Score -1009159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1009161.750000 Penalty: 4475.490723
	Iteration 25Q: 3 clusters Score -1009162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1009166.937500 Penalty: 4475.490723
	Iteration 26Q: 3 clusters Score -1009167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1009171.625000 Penalty: 4475.490723
	Iteration 27Q: 3 clusters Score -1009172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1009172.375000 Penalty: 4475.490723
	Iteration 28Q: 3 clusters Score -1009172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1009174.750000 Penalty: 4475.490723
	Iteration 29Q: 3 clusters Score -1009175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1009175.875000 Penalty: 4475.490723
	Iteration 30Q: 3 clusters Score -1009176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1009180.750000 Penalty: 4475.490723
	Iteration 31Q: 3 clusters Score -1009181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1009179.937500 Penalty: 4475.490723
	Iteration 32Q: 3 clusters Score -1009180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1009180.750000 Penalty: 4475.490723
	Iteration 33Q: 3 clusters Score -1009181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1009181.250000 Penalty: 4475.490723
	Iteration 34Q: 3 clusters Score -1009181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1009180.875000 Penalty: 4475.490723
	Iteration 35Q: 3 clusters Score -1009181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1009180.875000 Penalty: 4475.490723
	Iteration 36F: 3 clusters Score -1009181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (314650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314650 members 
Entering Unmasked Estep 
Score: -40809156.000000 Penalty: 3139.485596
	Iteration 0F: 2 clusters Score -4.080916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -40616316.000000 Penalty: 6278.971191
	Iteration 0F: 3 clusters Score -4.061632e+07 nChanged 152872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -40707084.000000 Penalty: 6278.971191
	Iteration 1F: 3 clusters Score -4.070708e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -40708676.000000 Penalty: 6278.971191
	Iteration 2Q: 3 clusters Score -4.070868e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176308 members 
Mstep: Class 2 contains 138342 members 
Entering Unmasked Estep 
Score: -40711208.000000 Penalty: 6278.971191
	Iteration 3Q: 3 clusters Score -4.071121e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -40714992.000000 Penalty: 6278.971191
	Iteration 4Q: 3 clusters Score -4.071499e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203611 members 
Mstep: Class 2 contains 111039 members 
Entering Unmasked Estep 
Score: -40721760.000000 Penalty: 6278.971191
	Iteration 5F: 3 clusters Score -4.072176e+07 nChanged 22923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225980 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -40732700.000000 Penalty: 6278.971191
	Iteration 6F: 3 clusters Score -4.07327e+07 nChanged 27051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252827 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -40749456.000000 Penalty: 6278.971191
	Iteration 7F: 3 clusters Score -4.074946e+07 nChanged 26460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279217 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -40770344.000000 Penalty: 6278.971191
	Iteration 8F: 3 clusters Score -4.077034e+07 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298676 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -40788892.000000 Penalty: 6278.971191
	Iteration 9F: 3 clusters Score -4.078889e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308860 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -40799552.000000 Penalty: 6278.971191
	Iteration 10Q: 3 clusters Score -4.079955e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312700 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -40804120.000000 Penalty: 6278.971191
	Iteration 11Q: 3 clusters Score -4.080412e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313860 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -40805476.000000 Penalty: 6278.971191
	Iteration 12Q: 3 clusters Score -4.080548e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40805944.000000 Penalty: 6278.971191
	Iteration 13Q: 3 clusters Score -4.080594e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314227 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40806108.000000 Penalty: 6278.971191
	Iteration 14Q: 3 clusters Score -4.080611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314264 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40806200.000000 Penalty: 6278.971191
	Iteration 15Q: 3 clusters Score -4.08062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314289 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40806236.000000 Penalty: 6278.971191
	Iteration 16Q: 3 clusters Score -4.080624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314301 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40806280.000000 Penalty: 6278.971191
	Iteration 17Q: 3 clusters Score -4.080628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314315 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40806344.000000 Penalty: 6278.971191
	Iteration 18Q: 3 clusters Score -4.080634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40806356.000000 Penalty: 6278.971191
	Iteration 19Q: 3 clusters Score -4.080636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40806332.000000 Penalty: 6278.971191
	Iteration 20F: 3 clusters Score -4.080633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40806348.000000 Penalty: 6278.971191
	Iteration 21Q: 3 clusters Score -4.080635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40806372.000000 Penalty: 6278.971191
	Iteration 22Q: 3 clusters Score -4.080637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40806384.000000 Penalty: 6278.971191
	Iteration 23Q: 3 clusters Score -4.080638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314322 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40806396.000000 Penalty: 6278.971191
	Iteration 24Q: 3 clusters Score -4.08064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40806412.000000 Penalty: 6278.971191
	Iteration 25Q: 3 clusters Score -4.080641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40806420.000000 Penalty: 6278.971191
	Iteration 26Q: 3 clusters Score -4.080642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314314 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40806408.000000 Penalty: 6278.971191
	Iteration 27Q: 3 clusters Score -4.080641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314312 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40806420.000000 Penalty: 6278.971191
	Iteration 28Q: 3 clusters Score -4.080642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314313 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40806404.000000 Penalty: 6278.971191
	Iteration 29Q: 3 clusters Score -4.08064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314313 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40806404.000000 Penalty: 6278.971191
	Iteration 30F: 3 clusters Score -4.08064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Entering Unmasked Estep 
Score: -5478972.000000 Penalty: 2645.658691
	Iteration 0F: 2 clusters Score -5478972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5449969.000000 Penalty: 5291.317383
	Iteration 0F: 3 clusters Score -5449969 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5460579.500000 Penalty: 5291.317383
	Iteration 1F: 3 clusters Score -5460580 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5461075.500000 Penalty: 5291.317383
	Iteration 2Q: 3 clusters Score -5461076 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5461506.000000 Penalty: 5291.317383
	Iteration 3Q: 3 clusters Score -5461506 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5461908.000000 Penalty: 5291.317383
	Iteration 4Q: 3 clusters Score -5461908 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -5462357.500000 Penalty: 5291.317383
	Iteration 5Q: 3 clusters Score -5462358 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -5463043.500000 Penalty: 5291.317383
	Iteration 6Q: 3 clusters Score -5463044 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5464072.000000 Penalty: 5291.317383
	Iteration 7Q: 3 clusters Score -5464072 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5465614.000000 Penalty: 5291.317383
	Iteration 8F: 3 clusters Score -5465614 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -5467720.500000 Penalty: 5291.317383
	Iteration 9F: 3 clusters Score -5467720 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5470156.500000 Penalty: 5291.317383
	Iteration 10F: 3 clusters Score -5470156 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5472458.000000 Penalty: 5291.317383
	Iteration 11F: 3 clusters Score -5472458 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5474332.500000 Penalty: 5291.317383
	Iteration 12Q: 3 clusters Score -5474332 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5475564.000000 Penalty: 5291.317383
	Iteration 13Q: 3 clusters Score -5475564 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5476163.000000 Penalty: 5291.317383
	Iteration 14Q: 3 clusters Score -5476163 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5476398.500000 Penalty: 5291.317383
	Iteration 15Q: 3 clusters Score -5476398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5476504.500000 Penalty: 5291.317383
	Iteration 16Q: 3 clusters Score -5476504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5476546.000000 Penalty: 5291.317383
	Iteration 17Q: 3 clusters Score -5476546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5476589.000000 Penalty: 5291.317383
	Iteration 18Q: 3 clusters Score -5476589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5476611.000000 Penalty: 5291.317383
	Iteration 19Q: 3 clusters Score -5476611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5476616.500000 Penalty: 5291.317383
	Iteration 20F: 3 clusters Score -5476616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5476624.000000 Penalty: 5291.317383
	Iteration 21Q: 3 clusters Score -5476624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5476627.500000 Penalty: 5291.317383
	Iteration 22Q: 3 clusters Score -5476628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -5476629.500000 Penalty: 5291.317383
	Iteration 23Q: 3 clusters Score -5476630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -5476631.000000 Penalty: 5291.317383
	Iteration 24Q: 3 clusters Score -5476631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5476631.500000 Penalty: 5291.317383
	Iteration 25Q: 3 clusters Score -5476632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -5476632.500000 Penalty: 5291.317383
	Iteration 26Q: 3 clusters Score -5476632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5476636.500000 Penalty: 5291.317383
	Iteration 27Q: 3 clusters Score -5476636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5476637.000000 Penalty: 5291.317383
	Iteration 28Q: 3 clusters Score -5476637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5476637.000000 Penalty: 5291.317383
	Iteration 29F: 3 clusters Score -5476637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -83807.132812 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -83807.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82091.070312 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -82091.07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82461.164062 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -82461.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82782.953125 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -82782.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83086.976562 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -83086.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83267.226562 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -83267.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83319.062500 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -83319.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83345.562500 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -83345.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83358.085938 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -83358.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83371.765625 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -83371.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83419.375000 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -83419.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83538.320312 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -83538.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83636.226562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -83636.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83706.953125 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -83706.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83789.335938 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -83789.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83908.226562 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -83908.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84039.093750 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -84039.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84092.453125 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -84092.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84115.242188 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -84115.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84120.656250 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -84120.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84121.546875 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -84121.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84121.687500 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -84121.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84125.671875 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -84125.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84125.671875 Penalty: 3285.536377
	Iteration 22F: 3 clusters Score -84125.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 349 members 
Entering Unmasked Estep 
Score: -104936088.000000 Penalty: 108252.726562
Splitting cluster 18 changes total score from -104937800.000000 to -104936088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -2562293.250000 Penalty: 2448.204102
	Iteration 0F: 2 clusters Score -2562293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2548623.500000 Penalty: 4896.408203
	Iteration 0F: 3 clusters Score -2548624 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2553213.000000 Penalty: 4896.408203
	Iteration 1F: 3 clusters Score -2553213 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2553621.000000 Penalty: 4896.408203
	Iteration 2F: 3 clusters Score -2553621 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2553957.500000 Penalty: 4896.408203
	Iteration 3Q: 3 clusters Score -2553958 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2554284.250000 Penalty: 4896.408203
	Iteration 4Q: 3 clusters Score -2554284 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2554540.000000 Penalty: 4896.408203
	Iteration 5Q: 3 clusters Score -2554540 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2554770.250000 Penalty: 4896.408203
	Iteration 6Q: 3 clusters Score -2554770 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2554951.000000 Penalty: 4896.408203
	Iteration 7Q: 3 clusters Score -2554951 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2555124.500000 Penalty: 4896.408203
	Iteration 8Q: 3 clusters Score -2555124 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2555307.250000 Penalty: 4896.408203
	Iteration 9Q: 3 clusters Score -2555307 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2555529.000000 Penalty: 4896.408203
	Iteration 10Q: 3 clusters Score -2555529 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2555782.250000 Penalty: 4896.408203
	Iteration 11Q: 3 clusters Score -2555782 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2556066.000000 Penalty: 4896.408203
	Iteration 12Q: 3 clusters Score -2556066 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2556353.000000 Penalty: 4896.408203
	Iteration 13Q: 3 clusters Score -2556353 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2556687.000000 Penalty: 4896.408203
	Iteration 14Q: 3 clusters Score -2556687 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2557072.500000 Penalty: 4896.408203
	Iteration 15Q: 3 clusters Score -2557072 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2557492.750000 Penalty: 4896.408203
	Iteration 16Q: 3 clusters Score -2557493 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2557899.750000 Penalty: 4896.408203
	Iteration 17Q: 3 clusters Score -2557900 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2558264.750000 Penalty: 4896.408203
	Iteration 18Q: 3 clusters Score -2558265 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2558535.000000 Penalty: 4896.408203
	Iteration 19Q: 3 clusters Score -2558535 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2558742.750000 Penalty: 4896.408203
	Iteration 20F: 3 clusters Score -2558743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2558873.000000 Penalty: 4896.408203
	Iteration 21Q: 3 clusters Score -2558873 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2558987.750000 Penalty: 4896.408203
	Iteration 22Q: 3 clusters Score -2558988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2559078.000000 Penalty: 4896.408203
	Iteration 23Q: 3 clusters Score -2559078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2559136.250000 Penalty: 4896.408203
	Iteration 24Q: 3 clusters Score -2559136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2559202.500000 Penalty: 4896.408203
	Iteration 25Q: 3 clusters Score -2559202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2559272.250000 Penalty: 4896.408203
	Iteration 26Q: 3 clusters Score -2559272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2559329.250000 Penalty: 4896.408203
	Iteration 27Q: 3 clusters Score -2559329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2559410.500000 Penalty: 4896.408203
	Iteration 28Q: 3 clusters Score -2559410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2559494.500000 Penalty: 4896.408203
	Iteration 29Q: 3 clusters Score -2559494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2559561.250000 Penalty: 4896.408203
	Iteration 30Q: 3 clusters Score -2559561 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2559629.500000 Penalty: 4896.408203
	Iteration 31Q: 3 clusters Score -2559630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2559685.750000 Penalty: 4896.408203
	Iteration 32Q: 3 clusters Score -2559686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2559742.750000 Penalty: 4896.408203
	Iteration 33Q: 3 clusters Score -2559743 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2559795.500000 Penalty: 4896.408203
	Iteration 34Q: 3 clusters Score -2559796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2559841.750000 Penalty: 4896.408203
	Iteration 35Q: 3 clusters Score -2559842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2559886.250000 Penalty: 4896.408203
	Iteration 36Q: 3 clusters Score -2559886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2559932.000000 Penalty: 4896.408203
	Iteration 37Q: 3 clusters Score -2559932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2559985.000000 Penalty: 4896.408203
	Iteration 38Q: 3 clusters Score -2559985 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2560014.500000 Penalty: 4896.408203
	Iteration 39Q: 3 clusters Score -2560014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2560049.750000 Penalty: 4896.408203
	Iteration 40F: 3 clusters Score -2560050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2560072.750000 Penalty: 4896.408203
	Iteration 41Q: 3 clusters Score -2560073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2560102.000000 Penalty: 4896.408203
	Iteration 42Q: 3 clusters Score -2560102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2560129.500000 Penalty: 4896.408203
	Iteration 43Q: 3 clusters Score -2560130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2560164.250000 Penalty: 4896.408203
	Iteration 44Q: 3 clusters Score -2560164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2560175.750000 Penalty: 4896.408203
	Iteration 45Q: 3 clusters Score -2560176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2560186.750000 Penalty: 4896.408203
	Iteration 46Q: 3 clusters Score -2560187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2560211.750000 Penalty: 4896.408203
	Iteration 47Q: 3 clusters Score -2560212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2560238.500000 Penalty: 4896.408203
	Iteration 48Q: 3 clusters Score -2560238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2560252.000000 Penalty: 4896.408203
	Iteration 49Q: 3 clusters Score -2560252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2560271.500000 Penalty: 4896.408203
	Iteration 50Q: 3 clusters Score -2560272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2560287.500000 Penalty: 4896.408203
	Iteration 51Q: 3 clusters Score -2560288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2560311.250000 Penalty: 4896.408203
	Iteration 52Q: 3 clusters Score -2560311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2560330.500000 Penalty: 4896.408203
	Iteration 53Q: 3 clusters Score -2560330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2560347.750000 Penalty: 4896.408203
	Iteration 54Q: 3 clusters Score -2560348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2560368.250000 Penalty: 4896.408203
	Iteration 55Q: 3 clusters Score -2560368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2560393.750000 Penalty: 4896.408203
	Iteration 56Q: 3 clusters Score -2560394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2560408.250000 Penalty: 4896.408203
	Iteration 57Q: 3 clusters Score -2560408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2560413.500000 Penalty: 4896.408203
	Iteration 58Q: 3 clusters Score -2560414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2560433.250000 Penalty: 4896.408203
	Iteration 59Q: 3 clusters Score -2560433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2560446.000000 Penalty: 4896.408203
	Iteration 60F: 3 clusters Score -2560446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2560454.250000 Penalty: 4896.408203
	Iteration 61Q: 3 clusters Score -2560454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2560454.250000 Penalty: 4896.408203
	Iteration 62Q: 3 clusters Score -2560454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2560466.500000 Penalty: 4896.408203
	Iteration 63Q: 3 clusters Score -2560466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2560471.750000 Penalty: 4896.408203
	Iteration 64Q: 3 clusters Score -2560472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2560482.250000 Penalty: 4896.408203
	Iteration 65Q: 3 clusters Score -2560482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2560491.000000 Penalty: 4896.408203
	Iteration 66Q: 3 clusters Score -2560491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2560497.250000 Penalty: 4896.408203
	Iteration 67Q: 3 clusters Score -2560497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2560498.250000 Penalty: 4896.408203
	Iteration 68Q: 3 clusters Score -2560498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2560495.750000 Penalty: 4896.408203
	Iteration 69Q: 3 clusters Score -2560496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2560494.250000 Penalty: 4896.408203
	Iteration 70Q: 3 clusters Score -2560494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2560496.250000 Penalty: 4896.408203
	Iteration 71Q: 3 clusters Score -2560496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2560497.250000 Penalty: 4896.408203
	Iteration 72Q: 3 clusters Score -2560497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2560496.500000 Penalty: 4896.408203
	Iteration 73Q: 3 clusters Score -2560496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2560497.500000 Penalty: 4896.408203
	Iteration 74Q: 3 clusters Score -2560498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2560496.750000 Penalty: 4896.408203
	Iteration 75Q: 3 clusters Score -2560497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2560501.000000 Penalty: 4896.408203
	Iteration 76Q: 3 clusters Score -2560501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2560501.500000 Penalty: 4896.408203
	Iteration 77Q: 3 clusters Score -2560502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2560503.750000 Penalty: 4896.408203
	Iteration 78Q: 3 clusters Score -2560504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2560503.750000 Penalty: 4896.408203
	Iteration 79Q: 3 clusters Score -2560504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2560503.750000 Penalty: 4896.408203
	Iteration 80F: 3 clusters Score -2560504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1453995.375000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1453995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1445498.750000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1445499 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1448067.375000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1448067 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1448536.750000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1448537 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1449011.750000 Penalty: 4626.484863
	Iteration 3F: 3 clusters Score -1449012 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1449543.375000 Penalty: 4626.484863
	Iteration 4F: 3 clusters Score -1449543 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1450088.750000 Penalty: 4626.484863
	Iteration 5F: 3 clusters Score -1450089 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1450621.000000 Penalty: 4626.484863
	Iteration 6F: 3 clusters Score -1450621 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1451110.000000 Penalty: 4626.484863
	Iteration 7Q: 3 clusters Score -1451110 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1451472.375000 Penalty: 4626.484863
	Iteration 8Q: 3 clusters Score -1451472 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1451700.250000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1451700 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1451857.375000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1451857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1451948.000000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1451948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1452022.000000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1452022 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1452068.125000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1452068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1452093.500000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1452094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1452110.000000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1452110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1452127.375000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1452127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1452136.500000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1452136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1452142.125000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1452142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1452148.000000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1452148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1452151.750000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1452152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1452159.375000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1452159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1452158.000000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1452158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1452162.250000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1452162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1452162.125000 Penalty: 4626.484863
	Iteration 24Q: 3 clusters Score -1452162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1452164.625000 Penalty: 4626.484863
	Iteration 25Q: 3 clusters Score -1452165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1452165.125000 Penalty: 4626.484863
	Iteration 26Q: 3 clusters Score -1452165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1452166.625000 Penalty: 4626.484863
	Iteration 27Q: 3 clusters Score -1452167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1452170.625000 Penalty: 4626.484863
	Iteration 28Q: 3 clusters Score -1452171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1452171.250000 Penalty: 4626.484863
	Iteration 29Q: 3 clusters Score -1452171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1452171.125000 Penalty: 4626.484863
	Iteration 30Q: 3 clusters Score -1452171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1452173.375000 Penalty: 4626.484863
	Iteration 31Q: 3 clusters Score -1452173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1452176.125000 Penalty: 4626.484863
	Iteration 32Q: 3 clusters Score -1452176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1452181.625000 Penalty: 4626.484863
	Iteration 33Q: 3 clusters Score -1452182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1452182.750000 Penalty: 4626.484863
	Iteration 34Q: 3 clusters Score -1452183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1452179.500000 Penalty: 4626.484863
	Iteration 35Q: 3 clusters Score -1452180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1452181.125000 Penalty: 4626.484863
	Iteration 36Q: 3 clusters Score -1452181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1452183.250000 Penalty: 4626.484863
	Iteration 37Q: 3 clusters Score -1452183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1452184.750000 Penalty: 4626.484863
	Iteration 38Q: 3 clusters Score -1452185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1452184.750000 Penalty: 4626.484863
	Iteration 39F: 3 clusters Score -1452185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Entering Unmasked Estep 
Score: -8724441.000000 Penalty: 2754.703613
	Iteration 0F: 2 clusters Score -8724441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -8679632.000000 Penalty: 5509.407227
	Iteration 0F: 3 clusters Score -8679632 nChanged 31362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8697497.000000 Penalty: 5509.407227
	Iteration 1F: 3 clusters Score -8697497 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -8698373.000000 Penalty: 5509.407227
	Iteration 2Q: 3 clusters Score -8698373 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -8699598.000000 Penalty: 5509.407227
	Iteration 3Q: 3 clusters Score -8699598 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8701489.000000 Penalty: 5509.407227
	Iteration 4F: 3 clusters Score -8701489 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8704253.000000 Penalty: 5509.407227
	Iteration 5F: 3 clusters Score -8704253 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -8707996.000000 Penalty: 5509.407227
	Iteration 6F: 3 clusters Score -8707996 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -8712454.000000 Penalty: 5509.407227
	Iteration 7F: 3 clusters Score -8712454 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -8716326.000000 Penalty: 5509.407227
	Iteration 8F: 3 clusters Score -8716326 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -8718886.000000 Penalty: 5509.407227
	Iteration 9Q: 3 clusters Score -8718886 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8720281.000000 Penalty: 5509.407227
	Iteration 10Q: 3 clusters Score -8720281 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -8721073.000000 Penalty: 5509.407227
	Iteration 11Q: 3 clusters Score -8721073 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8721508.000000 Penalty: 5509.407227
	Iteration 12Q: 3 clusters Score -8721508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -8721712.000000 Penalty: 5509.407227
	Iteration 13Q: 3 clusters Score -8721712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -8721849.000000 Penalty: 5509.407227
	Iteration 14Q: 3 clusters Score -8721849 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -8721919.000000 Penalty: 5509.407227
	Iteration 15Q: 3 clusters Score -8721919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -8721976.000000 Penalty: 5509.407227
	Iteration 16Q: 3 clusters Score -8721976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -8722000.000000 Penalty: 5509.407227
	Iteration 17Q: 3 clusters Score -8722000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -8722010.000000 Penalty: 5509.407227
	Iteration 18Q: 3 clusters Score -8722010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -8722030.000000 Penalty: 5509.407227
	Iteration 19Q: 3 clusters Score -8722030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -8722045.000000 Penalty: 5509.407227
	Iteration 20F: 3 clusters Score -8722045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -8722047.000000 Penalty: 5509.407227
	Iteration 21Q: 3 clusters Score -8722047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -8722067.000000 Penalty: 5509.407227
	Iteration 22Q: 3 clusters Score -8722067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -8722063.000000 Penalty: 5509.407227
	Iteration 23Q: 3 clusters Score -8722063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -8722070.000000 Penalty: 5509.407227
	Iteration 24Q: 3 clusters Score -8722070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -8722076.000000 Penalty: 5509.407227
	Iteration 25Q: 3 clusters Score -8722076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -8722077.000000 Penalty: 5509.407227
	Iteration 26Q: 3 clusters Score -8722077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -8722081.000000 Penalty: 5509.407227
	Iteration 27Q: 3 clusters Score -8722081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -8722075.000000 Penalty: 5509.407227
	Iteration 28Q: 3 clusters Score -8722075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -8722082.000000 Penalty: 5509.407227
	Iteration 29Q: 3 clusters Score -8722082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8722081.000000 Penalty: 5509.407227
	Iteration 30Q: 3 clusters Score -8722081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -8722081.000000 Penalty: 5509.407227
	Iteration 31Q: 3 clusters Score -8722081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -8722081.000000 Penalty: 5509.407227
	Iteration 32Q: 3 clusters Score -8722081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8722079.000000 Penalty: 5509.407227
	Iteration 33Q: 3 clusters Score -8722079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8722080.000000 Penalty: 5509.407227
	Iteration 34Q: 3 clusters Score -8722080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8722080.000000 Penalty: 5509.407227
	Iteration 35F: 3 clusters Score -8722080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -6008600.500000 Penalty: 2678.987061
	Iteration 0F: 2 clusters Score -6008600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5975309.000000 Penalty: 5357.974121
	Iteration 0F: 3 clusters Score -5975309 nChanged 22839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5988498.000000 Penalty: 5357.974121
	Iteration 1F: 3 clusters Score -5988498 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5989494.000000 Penalty: 5357.974121
	Iteration 2Q: 3 clusters Score -5989494 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5990653.500000 Penalty: 5357.974121
	Iteration 3F: 3 clusters Score -5990654 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5991884.500000 Penalty: 5357.974121
	Iteration 4F: 3 clusters Score -5991884 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5993215.500000 Penalty: 5357.974121
	Iteration 5F: 3 clusters Score -5993216 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5994577.500000 Penalty: 5357.974121
	Iteration 6F: 3 clusters Score -5994578 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5996132.500000 Penalty: 5357.974121
	Iteration 7F: 3 clusters Score -5996132 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5997475.500000 Penalty: 5357.974121
	Iteration 8Q: 3 clusters Score -5997476 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5998565.500000 Penalty: 5357.974121
	Iteration 9Q: 3 clusters Score -5998566 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5999222.500000 Penalty: 5357.974121
	Iteration 10Q: 3 clusters Score -5999222 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -5999564.500000 Penalty: 5357.974121
	Iteration 11Q: 3 clusters Score -5999564 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5999780.000000 Penalty: 5357.974121
	Iteration 12Q: 3 clusters Score -5999780 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5999928.000000 Penalty: 5357.974121
	Iteration 13Q: 3 clusters Score -5999928 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -6000060.000000 Penalty: 5357.974121
	Iteration 14Q: 3 clusters Score -6000060 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6000188.000000 Penalty: 5357.974121
	Iteration 15Q: 3 clusters Score -6000188 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -6000309.000000 Penalty: 5357.974121
	Iteration 16Q: 3 clusters Score -6000309 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -6000462.000000 Penalty: 5357.974121
	Iteration 17Q: 3 clusters Score -6000462 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -6000595.500000 Penalty: 5357.974121
	Iteration 18Q: 3 clusters Score -6000596 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -6000729.500000 Penalty: 5357.974121
	Iteration 19Q: 3 clusters Score -6000730 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6000791.500000 Penalty: 5357.974121
	Iteration 20F: 3 clusters Score -6000792 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -6000917.500000 Penalty: 5357.974121
	Iteration 21Q: 3 clusters Score -6000918 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -6001035.500000 Penalty: 5357.974121
	Iteration 22Q: 3 clusters Score -6001036 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -6001141.000000 Penalty: 5357.974121
	Iteration 23Q: 3 clusters Score -6001141 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6001310.500000 Penalty: 5357.974121
	Iteration 24Q: 3 clusters Score -6001310 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -6001502.500000 Penalty: 5357.974121
	Iteration 25Q: 3 clusters Score -6001502 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -6001699.500000 Penalty: 5357.974121
	Iteration 26Q: 3 clusters Score -6001700 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6001879.500000 Penalty: 5357.974121
	Iteration 27Q: 3 clusters Score -6001880 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -6002074.500000 Penalty: 5357.974121
	Iteration 28Q: 3 clusters Score -6002074 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -6002303.500000 Penalty: 5357.974121
	Iteration 29Q: 3 clusters Score -6002304 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -6002526.500000 Penalty: 5357.974121
	Iteration 30Q: 3 clusters Score -6002526 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -6002738.000000 Penalty: 5357.974121
	Iteration 31Q: 3 clusters Score -6002738 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -6002994.000000 Penalty: 5357.974121
	Iteration 32Q: 3 clusters Score -6002994 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -6003268.500000 Penalty: 5357.974121
	Iteration 33Q: 3 clusters Score -6003268 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6003487.000000 Penalty: 5357.974121
	Iteration 34Q: 3 clusters Score -6003487 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6003741.500000 Penalty: 5357.974121
	Iteration 35Q: 3 clusters Score -6003742 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -6004068.000000 Penalty: 5357.974121
	Iteration 36Q: 3 clusters Score -6004068 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6004401.500000 Penalty: 5357.974121
	Iteration 37Q: 3 clusters Score -6004402 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6004729.000000 Penalty: 5357.974121
	Iteration 38Q: 3 clusters Score -6004729 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6005018.500000 Penalty: 5357.974121
	Iteration 39Q: 3 clusters Score -6005018 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6005277.500000 Penalty: 5357.974121
	Iteration 40F: 3 clusters Score -6005278 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6005543.500000 Penalty: 5357.974121
	Iteration 41Q: 3 clusters Score -6005544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6005731.500000 Penalty: 5357.974121
	Iteration 42Q: 3 clusters Score -6005732 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6005911.500000 Penalty: 5357.974121
	Iteration 43Q: 3 clusters Score -6005912 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6006060.000000 Penalty: 5357.974121
	Iteration 44Q: 3 clusters Score -6006060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6006239.500000 Penalty: 5357.974121
	Iteration 45Q: 3 clusters Score -6006240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6006426.000000 Penalty: 5357.974121
	Iteration 46Q: 3 clusters Score -6006426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6006597.000000 Penalty: 5357.974121
	Iteration 47Q: 3 clusters Score -6006597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6006757.500000 Penalty: 5357.974121
	Iteration 48Q: 3 clusters Score -6006758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6006853.500000 Penalty: 5357.974121
	Iteration 49Q: 3 clusters Score -6006854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6006928.000000 Penalty: 5357.974121
	Iteration 50Q: 3 clusters Score -6006928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6006987.000000 Penalty: 5357.974121
	Iteration 51Q: 3 clusters Score -6006987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6007048.000000 Penalty: 5357.974121
	Iteration 52Q: 3 clusters Score -6007048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6007068.000000 Penalty: 5357.974121
	Iteration 53Q: 3 clusters Score -6007068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6007090.500000 Penalty: 5357.974121
	Iteration 54Q: 3 clusters Score -6007090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6007099.500000 Penalty: 5357.974121
	Iteration 55Q: 3 clusters Score -6007100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6007112.000000 Penalty: 5357.974121
	Iteration 56Q: 3 clusters Score -6007112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6007132.500000 Penalty: 5357.974121
	Iteration 57Q: 3 clusters Score -6007132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6007143.000000 Penalty: 5357.974121
	Iteration 58Q: 3 clusters Score -6007143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6007152.500000 Penalty: 5357.974121
	Iteration 59Q: 3 clusters Score -6007152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6007163.000000 Penalty: 5357.974121
	Iteration 60F: 3 clusters Score -6007163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6007178.000000 Penalty: 5357.974121
	Iteration 61Q: 3 clusters Score -6007178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6007182.500000 Penalty: 5357.974121
	Iteration 62Q: 3 clusters Score -6007182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6007192.000000 Penalty: 5357.974121
	Iteration 63Q: 3 clusters Score -6007192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6007189.500000 Penalty: 5357.974121
	Iteration 64Q: 3 clusters Score -6007190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6007191.500000 Penalty: 5357.974121
	Iteration 65Q: 3 clusters Score -6007192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6007192.000000 Penalty: 5357.974121
	Iteration 66Q: 3 clusters Score -6007192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6007197.000000 Penalty: 5357.974121
	Iteration 67Q: 3 clusters Score -6007197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6007199.500000 Penalty: 5357.974121
	Iteration 68Q: 3 clusters Score -6007200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6007200.500000 Penalty: 5357.974121
	Iteration 69Q: 3 clusters Score -6007200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6007200.500000 Penalty: 5357.974121
	Iteration 70F: 3 clusters Score -6007200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -406747.468750 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -406747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -403311.937500 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -403311.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -404012.875000 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -404012.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404161.250000 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -404161.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -404260.593750 Penalty: 4015.416748
	Iteration 3Q: 3 clusters Score -404260.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -404337.687500 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -404337.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -404395.812500 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -404395.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -404452.500000 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -404452.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -404507.250000 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -404507.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -404546.250000 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -404546.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -404578.062500 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -404578.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -404612.375000 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -404612.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -404646.906250 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -404646.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -404684.343750 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -404684.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -404730.875000 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -404730.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -404768.031250 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -404768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -404802.906250 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -404802.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -404834.906250 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -404834.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -404854.406250 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -404854.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -404869.156250 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -404869.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -404884.531250 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -404884.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -404902.125000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -404902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -404915.000000 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -404915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -404926.625000 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -404926.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -404937.562500 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -404937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -404945.375000 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -404945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -404948.875000 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -404948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -404952.531250 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -404952.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -404956.437500 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -404956.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -404960.468750 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -404960.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -404963.843750 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -404963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -404968.625000 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -404968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -404972.093750 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -404972.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -404975.343750 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -404975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -404980.656250 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -404980.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -404987.687500 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -404987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -404996.312500 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -404996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -405001.031250 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -405001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -405003.875000 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -405003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -405005.343750 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -405005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -405007.625000 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -405007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -405009.718750 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -405009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -405012.281250 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -405012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -405015.687500 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -405015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -405019.375000 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -405019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -405019.968750 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -405020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -405021.000000 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -405021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -405022.218750 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -405022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -405024.531250 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -405024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -405027.937500 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -405027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -405028.250000 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -405028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -405028.406250 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -405028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -405028.406250 Penalty: 4015.416748
	Iteration 51F: 3 clusters Score -405028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -1002161.750000 Penalty: 2252.912354
	Iteration 0F: 2 clusters Score -1002162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -995245.500000 Penalty: 4505.824707
	Iteration 0F: 3 clusters Score -995245.5 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -997251.750000 Penalty: 4505.824707
	Iteration 1F: 3 clusters Score -997251.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -997562.500000 Penalty: 4505.824707
	Iteration 2F: 3 clusters Score -997562.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -997828.125000 Penalty: 4505.824707
	Iteration 3F: 3 clusters Score -997828.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -998063.937500 Penalty: 4505.824707
	Iteration 4Q: 3 clusters Score -998063.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -998243.500000 Penalty: 4505.824707
	Iteration 5Q: 3 clusters Score -998243.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -998388.687500 Penalty: 4505.824707
	Iteration 6Q: 3 clusters Score -998388.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -998488.125000 Penalty: 4505.824707
	Iteration 7Q: 3 clusters Score -998488.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -998575.500000 Penalty: 4505.824707
	Iteration 8Q: 3 clusters Score -998575.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -998643.000000 Penalty: 4505.824707
	Iteration 9Q: 3 clusters Score -998643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -998699.812500 Penalty: 4505.824707
	Iteration 10Q: 3 clusters Score -998699.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -998761.375000 Penalty: 4505.824707
	Iteration 11Q: 3 clusters Score -998761.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -998816.750000 Penalty: 4505.824707
	Iteration 12Q: 3 clusters Score -998816.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -998874.625000 Penalty: 4505.824707
	Iteration 13Q: 3 clusters Score -998874.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -998929.937500 Penalty: 4505.824707
	Iteration 14Q: 3 clusters Score -998929.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -998978.125000 Penalty: 4505.824707
	Iteration 15Q: 3 clusters Score -998978.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -999008.250000 Penalty: 4505.824707
	Iteration 16Q: 3 clusters Score -999008.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -999041.437500 Penalty: 4505.824707
	Iteration 17Q: 3 clusters Score -999041.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -999069.000000 Penalty: 4505.824707
	Iteration 18Q: 3 clusters Score -999069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -999092.937500 Penalty: 4505.824707
	Iteration 19Q: 3 clusters Score -999092.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -999109.750000 Penalty: 4505.824707
	Iteration 20F: 3 clusters Score -999109.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -999123.000000 Penalty: 4505.824707
	Iteration 21Q: 3 clusters Score -999123 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -999137.125000 Penalty: 4505.824707
	Iteration 22Q: 3 clusters Score -999137.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -999156.187500 Penalty: 4505.824707
	Iteration 23Q: 3 clusters Score -999156.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -999176.875000 Penalty: 4505.824707
	Iteration 24Q: 3 clusters Score -999176.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -999190.812500 Penalty: 4505.824707
	Iteration 25Q: 3 clusters Score -999190.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -999210.312500 Penalty: 4505.824707
	Iteration 26Q: 3 clusters Score -999210.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -999222.875000 Penalty: 4505.824707
	Iteration 27Q: 3 clusters Score -999222.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -999238.375000 Penalty: 4505.824707
	Iteration 28Q: 3 clusters Score -999238.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -999253.562500 Penalty: 4505.824707
	Iteration 29Q: 3 clusters Score -999253.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -999268.125000 Penalty: 4505.824707
	Iteration 30Q: 3 clusters Score -999268.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -999287.000000 Penalty: 4505.824707
	Iteration 31Q: 3 clusters Score -999287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -999302.312500 Penalty: 4505.824707
	Iteration 32Q: 3 clusters Score -999302.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -999318.125000 Penalty: 4505.824707
	Iteration 33Q: 3 clusters Score -999318.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -999336.250000 Penalty: 4505.824707
	Iteration 34Q: 3 clusters Score -999336.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -999354.250000 Penalty: 4505.824707
	Iteration 35Q: 3 clusters Score -999354.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -999377.437500 Penalty: 4505.824707
	Iteration 36Q: 3 clusters Score -999377.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -999413.812500 Penalty: 4505.824707
	Iteration 37Q: 3 clusters Score -999413.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -999446.375000 Penalty: 4505.824707
	Iteration 38Q: 3 clusters Score -999446.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -999488.000000 Penalty: 4505.824707
	Iteration 39Q: 3 clusters Score -999488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -999537.062500 Penalty: 4505.824707
	Iteration 40F: 3 clusters Score -999537.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -999586.750000 Penalty: 4505.824707
	Iteration 41Q: 3 clusters Score -999586.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -999642.312500 Penalty: 4505.824707
	Iteration 42Q: 3 clusters Score -999642.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -999690.812500 Penalty: 4505.824707
	Iteration 43Q: 3 clusters Score -999690.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -999744.250000 Penalty: 4505.824707
	Iteration 44Q: 3 clusters Score -999744.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -999809.875000 Penalty: 4505.824707
	Iteration 45Q: 3 clusters Score -999809.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -999880.812500 Penalty: 4505.824707
	Iteration 46Q: 3 clusters Score -999880.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -999954.500000 Penalty: 4505.824707
	Iteration 47Q: 3 clusters Score -999954.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1000024.875000 Penalty: 4505.824707
	Iteration 48Q: 3 clusters Score -1000025 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1000095.937500 Penalty: 4505.824707
	Iteration 49Q: 3 clusters Score -1000096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1000161.875000 Penalty: 4505.824707
	Iteration 50Q: 3 clusters Score -1000162 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1000233.937500 Penalty: 4505.824707
	Iteration 51Q: 3 clusters Score -1000234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1000303.562500 Penalty: 4505.824707
	Iteration 52Q: 3 clusters Score -1000304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1000373.187500 Penalty: 4505.824707
	Iteration 53Q: 3 clusters Score -1000373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1000429.937500 Penalty: 4505.824707
	Iteration 54Q: 3 clusters Score -1000430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1000491.312500 Penalty: 4505.824707
	Iteration 55Q: 3 clusters Score -1000491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1000535.562500 Penalty: 4505.824707
	Iteration 56Q: 3 clusters Score -1000536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1000574.125000 Penalty: 4505.824707
	Iteration 57Q: 3 clusters Score -1000574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1000604.500000 Penalty: 4505.824707
	Iteration 58Q: 3 clusters Score -1000604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1000631.250000 Penalty: 4505.824707
	Iteration 59Q: 3 clusters Score -1000631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1000648.687500 Penalty: 4505.824707
	Iteration 60F: 3 clusters Score -1000649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1000661.062500 Penalty: 4505.824707
	Iteration 61Q: 3 clusters Score -1000661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1000670.562500 Penalty: 4505.824707
	Iteration 62Q: 3 clusters Score -1000671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1000679.062500 Penalty: 4505.824707
	Iteration 63Q: 3 clusters Score -1000679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1000685.812500 Penalty: 4505.824707
	Iteration 64Q: 3 clusters Score -1000686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1000691.687500 Penalty: 4505.824707
	Iteration 65Q: 3 clusters Score -1000692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1000695.625000 Penalty: 4505.824707
	Iteration 66Q: 3 clusters Score -1000696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1000696.500000 Penalty: 4505.824707
	Iteration 67Q: 3 clusters Score -1000696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1000699.562500 Penalty: 4505.824707
	Iteration 68Q: 3 clusters Score -1000700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1000699.062500 Penalty: 4505.824707
	Iteration 69Q: 3 clusters Score -1000699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1000699.375000 Penalty: 4505.824707
	Iteration 70Q: 3 clusters Score -1000699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1000699.750000 Penalty: 4505.824707
	Iteration 71Q: 3 clusters Score -1000700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1000699.437500 Penalty: 4505.824707
	Iteration 72Q: 3 clusters Score -1000699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1000699.437500 Penalty: 4505.824707
	Iteration 73F: 3 clusters Score -1000699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -768637.125000 Penalty: 2168.672363
	Iteration 0F: 2 clusters Score -768637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -763281.125000 Penalty: 4337.344727
	Iteration 0F: 3 clusters Score -763281.1 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -764621.937500 Penalty: 4337.344727
	Iteration 1F: 3 clusters Score -764621.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -764892.625000 Penalty: 4337.344727
	Iteration 2F: 3 clusters Score -764892.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -765105.937500 Penalty: 4337.344727
	Iteration 3F: 3 clusters Score -765105.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -765272.937500 Penalty: 4337.344727
	Iteration 4Q: 3 clusters Score -765272.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -765413.062500 Penalty: 4337.344727
	Iteration 5Q: 3 clusters Score -765413.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -765540.000000 Penalty: 4337.344727
	Iteration 6Q: 3 clusters Score -765540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -765637.062500 Penalty: 4337.344727
	Iteration 7Q: 3 clusters Score -765637.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -765743.500000 Penalty: 4337.344727
	Iteration 8Q: 3 clusters Score -765743.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -765841.437500 Penalty: 4337.344727
	Iteration 9Q: 3 clusters Score -765841.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -765950.875000 Penalty: 4337.344727
	Iteration 10Q: 3 clusters Score -765950.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -766068.250000 Penalty: 4337.344727
	Iteration 11Q: 3 clusters Score -766068.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -766188.750000 Penalty: 4337.344727
	Iteration 12Q: 3 clusters Score -766188.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -766323.312500 Penalty: 4337.344727
	Iteration 13Q: 3 clusters Score -766323.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -766454.687500 Penalty: 4337.344727
	Iteration 14Q: 3 clusters Score -766454.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -766660.500000 Penalty: 4337.344727
	Iteration 15Q: 3 clusters Score -766660.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -766986.062500 Penalty: 4337.344727
	Iteration 16Q: 3 clusters Score -766986.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -767405.812500 Penalty: 4337.344727
	Iteration 17Q: 3 clusters Score -767405.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -767726.625000 Penalty: 4337.344727
	Iteration 18Q: 3 clusters Score -767726.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -767850.687500 Penalty: 4337.344727
	Iteration 19Q: 3 clusters Score -767850.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -767919.812500 Penalty: 4337.344727
	Iteration 20F: 3 clusters Score -767919.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -767961.250000 Penalty: 4337.344727
	Iteration 21Q: 3 clusters Score -767961.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -768004.937500 Penalty: 4337.344727
	Iteration 22Q: 3 clusters Score -768004.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -768041.625000 Penalty: 4337.344727
	Iteration 23Q: 3 clusters Score -768041.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -768080.125000 Penalty: 4337.344727
	Iteration 24Q: 3 clusters Score -768080.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -768108.000000 Penalty: 4337.344727
	Iteration 25Q: 3 clusters Score -768108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -768130.625000 Penalty: 4337.344727
	Iteration 26Q: 3 clusters Score -768130.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -768148.437500 Penalty: 4337.344727
	Iteration 27Q: 3 clusters Score -768148.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -768166.000000 Penalty: 4337.344727
	Iteration 28Q: 3 clusters Score -768166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -768188.125000 Penalty: 4337.344727
	Iteration 29Q: 3 clusters Score -768188.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -768209.187500 Penalty: 4337.344727
	Iteration 30Q: 3 clusters Score -768209.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -768237.562500 Penalty: 4337.344727
	Iteration 31Q: 3 clusters Score -768237.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -768272.625000 Penalty: 4337.344727
	Iteration 32Q: 3 clusters Score -768272.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -768334.062500 Penalty: 4337.344727
	Iteration 33Q: 3 clusters Score -768334.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -768453.250000 Penalty: 4337.344727
	Iteration 34Q: 3 clusters Score -768453.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -768614.250000 Penalty: 4337.344727
	Iteration 35Q: 3 clusters Score -768614.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -768825.562500 Penalty: 4337.344727
	Iteration 36Q: 3 clusters Score -768825.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -769075.187500 Penalty: 4337.344727
	Iteration 37Q: 3 clusters Score -769075.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -769358.687500 Penalty: 4337.344727
	Iteration 38Q: 3 clusters Score -769358.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -769689.562500 Penalty: 4337.344727
	Iteration 39Q: 3 clusters Score -769689.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -770077.437500 Penalty: 4337.344727
	Iteration 40F: 3 clusters Score -770077.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -770449.437500 Penalty: 4337.344727
	Iteration 41Q: 3 clusters Score -770449.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -770644.812500 Penalty: 4337.344727
	Iteration 42Q: 3 clusters Score -770644.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -770748.250000 Penalty: 4337.344727
	Iteration 43Q: 3 clusters Score -770748.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -770783.500000 Penalty: 4337.344727
	Iteration 44Q: 3 clusters Score -770783.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -770806.937500 Penalty: 4337.344727
	Iteration 45Q: 3 clusters Score -770806.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -770825.625000 Penalty: 4337.344727
	Iteration 46Q: 3 clusters Score -770825.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -770832.875000 Penalty: 4337.344727
	Iteration 47Q: 3 clusters Score -770832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -770839.687500 Penalty: 4337.344727
	Iteration 48Q: 3 clusters Score -770839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -770841.750000 Penalty: 4337.344727
	Iteration 49Q: 3 clusters Score -770841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -770842.250000 Penalty: 4337.344727
	Iteration 50Q: 3 clusters Score -770842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -770844.875000 Penalty: 4337.344727
	Iteration 51Q: 3 clusters Score -770844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -770844.000000 Penalty: 4337.344727
	Iteration 52Q: 3 clusters Score -770844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -770847.375000 Penalty: 4337.344727
	Iteration 53Q: 3 clusters Score -770847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -770848.000000 Penalty: 4337.344727
	Iteration 54Q: 3 clusters Score -770848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -770849.625000 Penalty: 4337.344727
	Iteration 55Q: 3 clusters Score -770849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -770847.250000 Penalty: 4337.344727
	Iteration 56Q: 3 clusters Score -770847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -770848.687500 Penalty: 4337.344727
	Iteration 57Q: 3 clusters Score -770848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -770851.125000 Penalty: 4337.344727
	Iteration 58Q: 3 clusters Score -770851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -770850.875000 Penalty: 4337.344727
	Iteration 59Q: 3 clusters Score -770850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -770850.375000 Penalty: 4337.344727
	Iteration 60F: 3 clusters Score -770850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -770851.125000 Penalty: 4337.344727
	Iteration 61Q: 3 clusters Score -770851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -770851.125000 Penalty: 4337.344727
	Iteration 62F: 3 clusters Score -770851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 3513 members 
Entering Unmasked Estep 
Score: -104938704.000000 Penalty: 108252.726562
Splitting cluster 25 changes total score from -104937800.000000 to -104938704.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -328911.781250 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -328911.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -325661.093750 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -325661.1 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326423.843750 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -326423.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -326660.687500 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -326660.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -326791.093750 Penalty: 3976.748047
	Iteration 3F: 3 clusters Score -326791.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -326871.562500 Penalty: 3976.748047
	Iteration 4Q: 3 clusters Score -326871.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -326932.625000 Penalty: 3976.748047
	Iteration 5Q: 3 clusters Score -326932.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -327005.031250 Penalty: 3976.748047
	Iteration 6Q: 3 clusters Score -327005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -327084.218750 Penalty: 3976.748047
	Iteration 7Q: 3 clusters Score -327084.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -327133.281250 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -327133.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -327174.906250 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -327174.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -327228.750000 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -327228.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -327266.000000 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -327266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -327299.937500 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -327299.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -327319.437500 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -327319.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -327336.875000 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -327336.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327357.031250 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -327357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -327383.625000 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -327383.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -327405.156250 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -327405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -327423.343750 Penalty: 3976.748047
	Iteration 18Q: 3 clusters Score -327423.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -327440.375000 Penalty: 3976.748047
	Iteration 19Q: 3 clusters Score -327440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -327460.656250 Penalty: 3976.748047
	Iteration 20F: 3 clusters Score -327460.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327480.281250 Penalty: 3976.748047
	Iteration 21Q: 3 clusters Score -327480.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327499.562500 Penalty: 3976.748047
	Iteration 22Q: 3 clusters Score -327499.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -327525.156250 Penalty: 3976.748047
	Iteration 23Q: 3 clusters Score -327525.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -327560.656250 Penalty: 3976.748047
	Iteration 24Q: 3 clusters Score -327560.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -327596.468750 Penalty: 3976.748047
	Iteration 25Q: 3 clusters Score -327596.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -327644.937500 Penalty: 3976.748047
	Iteration 26Q: 3 clusters Score -327644.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -327690.187500 Penalty: 3976.748047
	Iteration 27Q: 3 clusters Score -327690.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327731.968750 Penalty: 3976.748047
	Iteration 28Q: 3 clusters Score -327732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -327773.156250 Penalty: 3976.748047
	Iteration 29Q: 3 clusters Score -327773.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -327832.687500 Penalty: 3976.748047
	Iteration 30Q: 3 clusters Score -327832.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -327888.468750 Penalty: 3976.748047
	Iteration 31Q: 3 clusters Score -327888.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -327948.031250 Penalty: 3976.748047
	Iteration 32Q: 3 clusters Score -327948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -327998.937500 Penalty: 3976.748047
	Iteration 33Q: 3 clusters Score -327998.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -328037.781250 Penalty: 3976.748047
	Iteration 34Q: 3 clusters Score -328037.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -328067.687500 Penalty: 3976.748047
	Iteration 35Q: 3 clusters Score -328067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -328088.343750 Penalty: 3976.748047
	Iteration 36Q: 3 clusters Score -328088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -328102.031250 Penalty: 3976.748047
	Iteration 37Q: 3 clusters Score -328102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -328112.718750 Penalty: 3976.748047
	Iteration 38Q: 3 clusters Score -328112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -328117.625000 Penalty: 3976.748047
	Iteration 39Q: 3 clusters Score -328117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -328125.343750 Penalty: 3976.748047
	Iteration 40F: 3 clusters Score -328125.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -328131.937500 Penalty: 3976.748047
	Iteration 41Q: 3 clusters Score -328131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -328139.031250 Penalty: 3976.748047
	Iteration 42Q: 3 clusters Score -328139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -328145.687500 Penalty: 3976.748047
	Iteration 43Q: 3 clusters Score -328145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -328152.468750 Penalty: 3976.748047
	Iteration 44Q: 3 clusters Score -328152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -328155.093750 Penalty: 3976.748047
	Iteration 45Q: 3 clusters Score -328155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -328156.937500 Penalty: 3976.748047
	Iteration 46Q: 3 clusters Score -328156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -328159.843750 Penalty: 3976.748047
	Iteration 47Q: 3 clusters Score -328159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -328161.750000 Penalty: 3976.748047
	Iteration 48Q: 3 clusters Score -328161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -328161.656250 Penalty: 3976.748047
	Iteration 49Q: 3 clusters Score -328161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -328162.062500 Penalty: 3976.748047
	Iteration 50Q: 3 clusters Score -328162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -328162.375000 Penalty: 3976.748047
	Iteration 51Q: 3 clusters Score -328162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -328163.062500 Penalty: 3976.748047
	Iteration 52Q: 3 clusters Score -328163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -328166.468750 Penalty: 3976.748047
	Iteration 53Q: 3 clusters Score -328166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -328167.031250 Penalty: 3976.748047
	Iteration 54Q: 3 clusters Score -328167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -328167.250000 Penalty: 3976.748047
	Iteration 55Q: 3 clusters Score -328167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -328167.812500 Penalty: 3976.748047
	Iteration 56Q: 3 clusters Score -328167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -328167.812500 Penalty: 3976.748047
	Iteration 57F: 3 clusters Score -328167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -179276.531250 Penalty: 1868.488647
	Iteration 0F: 2 clusters Score -179276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -176845.250000 Penalty: 3736.977295
	Iteration 0F: 3 clusters Score -176845.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -177365.093750 Penalty: 3736.977295
	Iteration 1F: 3 clusters Score -177365.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177619.515625 Penalty: 3736.977295
	Iteration 2F: 3 clusters Score -177619.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -177763.640625 Penalty: 3736.977295
	Iteration 3F: 3 clusters Score -177763.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177879.687500 Penalty: 3736.977295
	Iteration 4Q: 3 clusters Score -177879.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -178011.765625 Penalty: 3736.977295
	Iteration 5Q: 3 clusters Score -178011.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -178103.015625 Penalty: 3736.977295
	Iteration 6Q: 3 clusters Score -178103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -178225.656250 Penalty: 3736.977295
	Iteration 7Q: 3 clusters Score -178225.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -178357.421875 Penalty: 3736.977295
	Iteration 8Q: 3 clusters Score -178357.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -178569.546875 Penalty: 3736.977295
	Iteration 9Q: 3 clusters Score -178569.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -178736.625000 Penalty: 3736.977295
	Iteration 10Q: 3 clusters Score -178736.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -178935.390625 Penalty: 3736.977295
	Iteration 11Q: 3 clusters Score -178935.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -179062.718750 Penalty: 3736.977295
	Iteration 12Q: 3 clusters Score -179062.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -179145.578125 Penalty: 3736.977295
	Iteration 13Q: 3 clusters Score -179145.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -179204.875000 Penalty: 3736.977295
	Iteration 14Q: 3 clusters Score -179204.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -179258.265625 Penalty: 3736.977295
	Iteration 15Q: 3 clusters Score -179258.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -179299.843750 Penalty: 3736.977295
	Iteration 16Q: 3 clusters Score -179299.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179324.390625 Penalty: 3736.977295
	Iteration 17Q: 3 clusters Score -179324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -179348.718750 Penalty: 3736.977295
	Iteration 18Q: 3 clusters Score -179348.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -179362.578125 Penalty: 3736.977295
	Iteration 19Q: 3 clusters Score -179362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -179368.062500 Penalty: 3736.977295
	Iteration 20F: 3 clusters Score -179368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -179382.750000 Penalty: 3736.977295
	Iteration 21Q: 3 clusters Score -179382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -179402.250000 Penalty: 3736.977295
	Iteration 22Q: 3 clusters Score -179402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -179435.812500 Penalty: 3736.977295
	Iteration 23Q: 3 clusters Score -179435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -179477.046875 Penalty: 3736.977295
	Iteration 24Q: 3 clusters Score -179477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -179505.187500 Penalty: 3736.977295
	Iteration 25Q: 3 clusters Score -179505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -179521.531250 Penalty: 3736.977295
	Iteration 26Q: 3 clusters Score -179521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -179529.359375 Penalty: 3736.977295
	Iteration 27Q: 3 clusters Score -179529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -179531.546875 Penalty: 3736.977295
	Iteration 28Q: 3 clusters Score -179531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -179532.062500 Penalty: 3736.977295
	Iteration 29Q: 3 clusters Score -179532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -179532.062500 Penalty: 3736.977295
	Iteration 30F: 3 clusters Score -179532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 3513 members 
Mstep: Class 33 contains 1589 members 
Entering Unmasked Estep 
Score: -104937440.000000 Penalty: 111635.625000
Splitting cluster 27 changes total score from -104937800.000000 to -104937440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -1366468.250000 Penalty: 2311.959717
	Iteration 0F: 2 clusters Score -1366468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1358041.375000 Penalty: 4623.919434
	Iteration 0F: 3 clusters Score -1358041 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1360687.375000 Penalty: 4623.919434
	Iteration 1F: 3 clusters Score -1360687 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1361174.875000 Penalty: 4623.919434
	Iteration 2F: 3 clusters Score -1361175 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1361577.500000 Penalty: 4623.919434
	Iteration 3F: 3 clusters Score -1361578 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1361971.250000 Penalty: 4623.919434
	Iteration 4F: 3 clusters Score -1361971 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1362323.250000 Penalty: 4623.919434
	Iteration 5F: 3 clusters Score -1362323 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1362632.375000 Penalty: 4623.919434
	Iteration 6Q: 3 clusters Score -1362632 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1362886.625000 Penalty: 4623.919434
	Iteration 7Q: 3 clusters Score -1362887 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1363094.000000 Penalty: 4623.919434
	Iteration 8Q: 3 clusters Score -1363094 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1363298.875000 Penalty: 4623.919434
	Iteration 9Q: 3 clusters Score -1363299 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1363489.500000 Penalty: 4623.919434
	Iteration 10Q: 3 clusters Score -1363490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1363669.875000 Penalty: 4623.919434
	Iteration 11Q: 3 clusters Score -1363670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1363844.625000 Penalty: 4623.919434
	Iteration 12Q: 3 clusters Score -1363845 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1363977.875000 Penalty: 4623.919434
	Iteration 13Q: 3 clusters Score -1363978 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1364102.000000 Penalty: 4623.919434
	Iteration 14Q: 3 clusters Score -1364102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1364189.250000 Penalty: 4623.919434
	Iteration 15Q: 3 clusters Score -1364189 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1364242.250000 Penalty: 4623.919434
	Iteration 16Q: 3 clusters Score -1364242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1364275.750000 Penalty: 4623.919434
	Iteration 17Q: 3 clusters Score -1364276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1364313.625000 Penalty: 4623.919434
	Iteration 18Q: 3 clusters Score -1364314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1364341.375000 Penalty: 4623.919434
	Iteration 19Q: 3 clusters Score -1364341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1364361.500000 Penalty: 4623.919434
	Iteration 20F: 3 clusters Score -1364362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1364368.625000 Penalty: 4623.919434
	Iteration 21Q: 3 clusters Score -1364369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1364378.250000 Penalty: 4623.919434
	Iteration 22Q: 3 clusters Score -1364378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1364381.375000 Penalty: 4623.919434
	Iteration 23Q: 3 clusters Score -1364381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1364390.000000 Penalty: 4623.919434
	Iteration 24Q: 3 clusters Score -1364390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1364390.625000 Penalty: 4623.919434
	Iteration 25Q: 3 clusters Score -1364391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1364393.625000 Penalty: 4623.919434
	Iteration 26Q: 3 clusters Score -1364394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1364396.000000 Penalty: 4623.919434
	Iteration 27Q: 3 clusters Score -1364396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1364400.375000 Penalty: 4623.919434
	Iteration 28Q: 3 clusters Score -1364400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1364400.000000 Penalty: 4623.919434
	Iteration 29Q: 3 clusters Score -1364400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1364402.250000 Penalty: 4623.919434
	Iteration 30Q: 3 clusters Score -1364402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1364403.625000 Penalty: 4623.919434
	Iteration 31Q: 3 clusters Score -1364404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1364403.750000 Penalty: 4623.919434
	Iteration 32Q: 3 clusters Score -1364404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1364407.000000 Penalty: 4623.919434
	Iteration 33Q: 3 clusters Score -1364407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1364410.875000 Penalty: 4623.919434
	Iteration 34Q: 3 clusters Score -1364411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1364414.125000 Penalty: 4623.919434
	Iteration 35Q: 3 clusters Score -1364414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1364414.250000 Penalty: 4623.919434
	Iteration 36Q: 3 clusters Score -1364414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1364416.000000 Penalty: 4623.919434
	Iteration 37Q: 3 clusters Score -1364416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1364419.625000 Penalty: 4623.919434
	Iteration 38Q: 3 clusters Score -1364420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1364420.375000 Penalty: 4623.919434
	Iteration 39Q: 3 clusters Score -1364420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1364423.750000 Penalty: 4623.919434
	Iteration 40F: 3 clusters Score -1364424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1364426.000000 Penalty: 4623.919434
	Iteration 41Q: 3 clusters Score -1364426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1364426.625000 Penalty: 4623.919434
	Iteration 42Q: 3 clusters Score -1364427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1364426.625000 Penalty: 4623.919434
	Iteration 43F: 3 clusters Score -1364427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Entering Unmasked Estep 
Score: -2309369.000000 Penalty: 2422.480957
	Iteration 0F: 2 clusters Score -2309369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2296826.500000 Penalty: 4844.961914
	Iteration 0F: 3 clusters Score -2296826 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2300849.000000 Penalty: 4844.961914
	Iteration 1F: 3 clusters Score -2300849 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2301233.250000 Penalty: 4844.961914
	Iteration 2F: 3 clusters Score -2301233 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2301523.750000 Penalty: 4844.961914
	Iteration 3Q: 3 clusters Score -2301524 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2301851.500000 Penalty: 4844.961914
	Iteration 4Q: 3 clusters Score -2301852 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2302269.500000 Penalty: 4844.961914
	Iteration 5Q: 3 clusters Score -2302270 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2302853.750000 Penalty: 4844.961914
	Iteration 6F: 3 clusters Score -2302854 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2303591.000000 Penalty: 4844.961914
	Iteration 7F: 3 clusters Score -2303591 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2304422.000000 Penalty: 4844.961914
	Iteration 8F: 3 clusters Score -2304422 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2305202.000000 Penalty: 4844.961914
	Iteration 9F: 3 clusters Score -2305202 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2305881.250000 Penalty: 4844.961914
	Iteration 10Q: 3 clusters Score -2305881 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2306409.500000 Penalty: 4844.961914
	Iteration 11Q: 3 clusters Score -2306410 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2306785.500000 Penalty: 4844.961914
	Iteration 12Q: 3 clusters Score -2306786 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2307069.000000 Penalty: 4844.961914
	Iteration 13Q: 3 clusters Score -2307069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2307229.250000 Penalty: 4844.961914
	Iteration 14Q: 3 clusters Score -2307229 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2307314.500000 Penalty: 4844.961914
	Iteration 15Q: 3 clusters Score -2307314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2307388.250000 Penalty: 4844.961914
	Iteration 16Q: 3 clusters Score -2307388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2307432.750000 Penalty: 4844.961914
	Iteration 17Q: 3 clusters Score -2307433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2307481.250000 Penalty: 4844.961914
	Iteration 18Q: 3 clusters Score -2307481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2307502.250000 Penalty: 4844.961914
	Iteration 19Q: 3 clusters Score -2307502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2307528.000000 Penalty: 4844.961914
	Iteration 20F: 3 clusters Score -2307528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2307541.250000 Penalty: 4844.961914
	Iteration 21Q: 3 clusters Score -2307541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2307547.250000 Penalty: 4844.961914
	Iteration 22Q: 3 clusters Score -2307547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2307552.250000 Penalty: 4844.961914
	Iteration 23Q: 3 clusters Score -2307552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2307562.500000 Penalty: 4844.961914
	Iteration 24Q: 3 clusters Score -2307562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2307573.000000 Penalty: 4844.961914
	Iteration 25Q: 3 clusters Score -2307573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2307579.750000 Penalty: 4844.961914
	Iteration 26Q: 3 clusters Score -2307580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2307577.250000 Penalty: 4844.961914
	Iteration 27Q: 3 clusters Score -2307577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2307579.500000 Penalty: 4844.961914
	Iteration 28Q: 3 clusters Score -2307580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2307584.000000 Penalty: 4844.961914
	Iteration 29Q: 3 clusters Score -2307584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2307587.750000 Penalty: 4844.961914
	Iteration 30Q: 3 clusters Score -2307588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2307590.000000 Penalty: 4844.961914
	Iteration 31Q: 3 clusters Score -2307590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2307591.000000 Penalty: 4844.961914
	Iteration 32Q: 3 clusters Score -2307591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2307591.000000 Penalty: 4844.961914
	Iteration 33F: 3 clusters Score -2307591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -65312.273438 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -65312.27 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 324 members 
Entering Unmasked Estep 
Score: -63746.742188 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -63746.74 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64126.519531 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -64126.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64377.964844 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -64377.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64619.324219 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -64619.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64941.503906 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -64941.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65288.136719 Penalty: 3204.112793
	Iteration 5F: 3 clusters Score -65288.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65487.816406 Penalty: 3204.112793
	Iteration 6F: 3 clusters Score -65487.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65571.343750 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -65571.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65616.898438 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -65616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65646.320312 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -65646.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65675.968750 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -65675.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65683.179688 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -65683.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65687.195312 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -65687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65689.476562 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -65689.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65695.117188 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -65695.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65695.117188 Penalty: 3204.112793
	Iteration 15F: 3 clusters Score -65695.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 92211 members 
Mstep: Class 32 contains 3513 members 
Mstep: Class 33 contains 281 members 
Entering Unmasked Estep 
Score: -104937368.000000 Penalty: 111635.625000
Splitting cluster 30 changes total score from -104937800.000000 to -104937368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (92211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Entering Unmasked Estep 
Score: -12045852.000000 Penalty: 2835.095215
	Iteration 0F: 2 clusters Score -1.204585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -11983756.000000 Penalty: 5670.190430
	Iteration 0F: 3 clusters Score -1.198376e+07 nChanged 43521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12008878.000000 Penalty: 5670.190430
	Iteration 1F: 3 clusters Score -1.200888e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -12010227.000000 Penalty: 5670.190430
	Iteration 2Q: 3 clusters Score -1.201023e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -12012177.000000 Penalty: 5670.190430
	Iteration 3Q: 3 clusters Score -1.201218e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -12015438.000000 Penalty: 5670.190430
	Iteration 4F: 3 clusters Score -1.201544e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -12020449.000000 Penalty: 5670.190430
	Iteration 5F: 3 clusters Score -1.202045e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -12027034.000000 Penalty: 5670.190430
	Iteration 6F: 3 clusters Score -1.202703e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -12033495.000000 Penalty: 5670.190430
	Iteration 7F: 3 clusters Score -1.20335e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -12038544.000000 Penalty: 5670.190430
	Iteration 8Q: 3 clusters Score -1.203854e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -12041613.000000 Penalty: 5670.190430
	Iteration 9Q: 3 clusters Score -1.204161e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -12043229.000000 Penalty: 5670.190430
	Iteration 10Q: 3 clusters Score -1.204323e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -12043960.000000 Penalty: 5670.190430
	Iteration 11Q: 3 clusters Score -1.204396e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -12044393.000000 Penalty: 5670.190430
	Iteration 12Q: 3 clusters Score -1.204439e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -12044670.000000 Penalty: 5670.190430
	Iteration 13Q: 3 clusters Score -1.204467e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -12044877.000000 Penalty: 5670.190430
	Iteration 14Q: 3 clusters Score -1.204488e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -12045020.000000 Penalty: 5670.190430
	Iteration 15Q: 3 clusters Score -1.204502e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -12045165.000000 Penalty: 5670.190430
	Iteration 16Q: 3 clusters Score -1.204516e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -12045313.000000 Penalty: 5670.190430
	Iteration 17Q: 3 clusters Score -1.204531e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -12045308.000000 Penalty: 5670.190430
	Iteration 18Q: 3 clusters Score -1.204531e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -12045323.000000 Penalty: 5670.190430
	Iteration 19Q: 3 clusters Score -1.204532e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -12045366.000000 Penalty: 5670.190430
	Iteration 20F: 3 clusters Score -1.204537e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -12045435.000000 Penalty: 5670.190430
	Iteration 21Q: 3 clusters Score -1.204544e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -12045523.000000 Penalty: 5670.190430
	Iteration 22Q: 3 clusters Score -1.204552e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -12045567.000000 Penalty: 5670.190430
	Iteration 23Q: 3 clusters Score -1.204557e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -12045627.000000 Penalty: 5670.190430
	Iteration 24Q: 3 clusters Score -1.204563e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -12045676.000000 Penalty: 5670.190430
	Iteration 25Q: 3 clusters Score -1.204568e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -12045710.000000 Penalty: 5670.190430
	Iteration 26Q: 3 clusters Score -1.204571e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -12045666.000000 Penalty: 5670.190430
	Iteration 27Q: 3 clusters Score -1.204567e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -12045686.000000 Penalty: 5670.190430
	Iteration 28Q: 3 clusters Score -1.204569e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -12045699.000000 Penalty: 5670.190430
	Iteration 29Q: 3 clusters Score -1.20457e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -12045744.000000 Penalty: 5670.190430
	Iteration 30Q: 3 clusters Score -1.204574e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -12045782.000000 Penalty: 5670.190430
	Iteration 31Q: 3 clusters Score -1.204578e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -12045821.000000 Penalty: 5670.190430
	Iteration 32Q: 3 clusters Score -1.204582e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -12045856.000000 Penalty: 5670.190430
	Iteration 33Q: 3 clusters Score -1.204586e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -12045882.000000 Penalty: 5670.190430
	Iteration 34Q: 3 clusters Score -1.204588e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -12045915.000000 Penalty: 5670.190430
	Iteration 35Q: 3 clusters Score -1.204592e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -12045940.000000 Penalty: 5670.190430
	Iteration 36Q: 3 clusters Score -1.204594e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -12045949.000000 Penalty: 5670.190430
	Iteration 37Q: 3 clusters Score -1.204595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -12045990.000000 Penalty: 5670.190430
	Iteration 38Q: 3 clusters Score -1.204599e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -12046021.000000 Penalty: 5670.190430
	Iteration 39Q: 3 clusters Score -1.204602e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -12046017.000000 Penalty: 5670.190430
	Iteration 40F: 3 clusters Score -1.204602e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -12046007.000000 Penalty: 5670.190430
	Iteration 41Q: 3 clusters Score -1.204601e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -12045989.000000 Penalty: 5670.190430
	Iteration 42Q: 3 clusters Score -1.204599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -12046010.000000 Penalty: 5670.190430
	Iteration 43Q: 3 clusters Score -1.204601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -12046002.000000 Penalty: 5670.190430
	Iteration 44Q: 3 clusters Score -1.2046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -12045979.000000 Penalty: 5670.190430
	Iteration 45Q: 3 clusters Score -1.204598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -12045976.000000 Penalty: 5670.190430
	Iteration 46Q: 3 clusters Score -1.204598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -12045983.000000 Penalty: 5670.190430
	Iteration 47Q: 3 clusters Score -1.204598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -12046001.000000 Penalty: 5670.190430
	Iteration 48Q: 3 clusters Score -1.2046e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -12046001.000000 Penalty: 5670.190430
	Iteration 49Q: 3 clusters Score -1.2046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -12045989.000000 Penalty: 5670.190430
	Iteration 50Q: 3 clusters Score -1.204599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -12045974.000000 Penalty: 5670.190430
	Iteration 51Q: 3 clusters Score -1.204597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -12045967.000000 Penalty: 5670.190430
	Iteration 52Q: 3 clusters Score -1.204597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -12045973.000000 Penalty: 5670.190430
	Iteration 53Q: 3 clusters Score -1.204597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -12045963.000000 Penalty: 5670.190430
	Iteration 54Q: 3 clusters Score -1.204596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -12045955.000000 Penalty: 5670.190430
	Iteration 55Q: 3 clusters Score -1.204596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -12045970.000000 Penalty: 5670.190430
	Iteration 56Q: 3 clusters Score -1.204597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -12045971.000000 Penalty: 5670.190430
	Iteration 57Q: 3 clusters Score -1.204597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -12045965.000000 Penalty: 5670.190430
	Iteration 58Q: 3 clusters Score -1.204596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -12045969.000000 Penalty: 5670.190430
	Iteration 59Q: 3 clusters Score -1.204597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -12045968.000000 Penalty: 5670.190430
	Iteration 60F: 3 clusters Score -1.204597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -12045968.000000 Penalty: 5670.190430
	Iteration 61Q: 3 clusters Score -1.204597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -12045978.000000 Penalty: 5670.190430
	Iteration 62Q: 3 clusters Score -1.204598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -12045986.000000 Penalty: 5670.190430
	Iteration 63Q: 3 clusters Score -1.204599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -12045986.000000 Penalty: 5670.190430
	Iteration 64F: 3 clusters Score -1.204599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 79968 members 
Mstep: Class 32 contains 3513 members 
Mstep: Class 33 contains 12243 members 
Entering Unmasked Estep 
Score: -104938744.000000 Penalty: 111635.625000
Splitting cluster 31 changes total score from -104937800.000000 to -104938744.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 23587 members 
Mstep: Class 5 contains 10568 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 314650 members 
Mstep: Class 17 contains 42958 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 66681 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 79968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941408.000000 Penalty: 111635.625000
Iteration 79Q: 34 clusters Score -1.049414e+08 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 23721 members 
Mstep: Class 5 contains 10540 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 44328 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 3815 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8286 members 
Mstep: Class 16 contains 317894 members 
Mstep: Class 17 contains 42965 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19425 members 
Mstep: Class 20 contains 11331 members 
Mstep: Class 21 contains 67136 members 
Mstep: Class 22 contains 49259 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 11188 members 
Mstep: Class 29 contains 17529 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 76577 members 
Mstep: Class 32 contains 3446 members 
Mstep: Class 33 contains 11575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944904.000000 Penalty: 111635.625000
Iteration 80F: 34 clusters Score -1.049449e+08 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 23798 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 44270 members 
Mstep: Class 11 contains 16260 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 319834 members 
Mstep: Class 17 contains 43008 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19448 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 67435 members 
Mstep: Class 22 contains 48930 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 8810 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 73653 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 12513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946384.000000 Penalty: 111635.625000
Iteration 81Q: 34 clusters Score -1.049464e+08 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 23883 members 
Mstep: Class 5 contains 10502 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 18578 members 
Mstep: Class 10 contains 44233 members 
Mstep: Class 11 contains 16323 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 321771 members 
Mstep: Class 17 contains 43016 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19464 members 
Mstep: Class 20 contains 11215 members 
Mstep: Class 21 contains 67783 members 
Mstep: Class 22 contains 48672 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 8805 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 11055 members 
Mstep: Class 29 contains 17634 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 70984 members 
Mstep: Class 32 contains 3712 members 
Mstep: Class 33 contains 13102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104947448.000000 Penalty: 111635.625000
Iteration 82Q: 34 clusters Score -1.049474e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 5400 members 
Mstep: Class 4 contains 23970 members 
Mstep: Class 5 contains 10481 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3089 members 
Mstep: Class 9 contains 18566 members 
Mstep: Class 10 contains 44202 members 
Mstep: Class 11 contains 16381 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 16 contains 323689 members 
Mstep: Class 17 contains 43009 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19496 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 68076 members 
Mstep: Class 22 contains 48439 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 1842 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 17689 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 68435 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948152.000000 Penalty: 111635.625000
Iteration 83Q: 34 clusters Score -1.049482e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 18557 members 
Mstep: Class 10 contains 44169 members 
Mstep: Class 11 contains 16445 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 325465 members 
Mstep: Class 17 contains 42980 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19517 members 
Mstep: Class 20 contains 11135 members 
Mstep: Class 21 contains 68359 members 
Mstep: Class 22 contains 48175 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 3009 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 10991 members 
Mstep: Class 29 contains 17745 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 66184 members 
Mstep: Class 32 contains 3825 members 
Mstep: Class 33 contains 13957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948896.000000 Penalty: 111635.625000
Iteration 84Q: 34 clusters Score -1.049489e+08 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 5703 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 10432 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3039 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 16502 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 327178 members 
Mstep: Class 17 contains 42968 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19518 members 
Mstep: Class 20 contains 11099 members 
Mstep: Class 21 contains 68673 members 
Mstep: Class 22 contains 47960 members 
Mstep: Class 23 contains 3329 members 
Mstep: Class 24 contains 8794 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 10969 members 
Mstep: Class 29 contains 17804 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 64040 members 
Mstep: Class 32 contains 3845 members 
Mstep: Class 33 contains 14245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949616.000000 Penalty: 111635.625000
Iteration 85Q: 34 clusters Score -1.049496e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 24156 members 
Mstep: Class 5 contains 10416 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 44040 members 
Mstep: Class 11 contains 16554 members 
Mstep: Class 12 contains 3741 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 328830 members 
Mstep: Class 17 contains 42980 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19541 members 
Mstep: Class 20 contains 11067 members 
Mstep: Class 21 contains 68923 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 3337 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 10957 members 
Mstep: Class 29 contains 17832 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 62089 members 
Mstep: Class 32 contains 3857 members 
Mstep: Class 33 contains 14433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949880.000000 Penalty: 111635.625000
Iteration 86Q: 34 clusters Score -1.049499e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 24218 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 18596 members 
Mstep: Class 10 contains 43985 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 330366 members 
Mstep: Class 17 contains 42990 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 11060 members 
Mstep: Class 21 contains 69163 members 
Mstep: Class 22 contains 47701 members 
Mstep: Class 23 contains 3344 members 
Mstep: Class 24 contains 8787 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 3028 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 10947 members 
Mstep: Class 29 contains 17874 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 60285 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 14572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950280.000000 Penalty: 111635.625000
Iteration 87Q: 34 clusters Score -1.049503e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 5994 members 
Mstep: Class 4 contains 24264 members 
Mstep: Class 5 contains 10379 members 
Mstep: Class 6 contains 4604 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 18591 members 
Mstep: Class 10 contains 43934 members 
Mstep: Class 11 contains 16640 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 331872 members 
Mstep: Class 17 contains 43000 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 11063 members 
Mstep: Class 21 contains 69390 members 
Mstep: Class 22 contains 47622 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 3029 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 10939 members 
Mstep: Class 29 contains 17916 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 58539 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 14695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951184.000000 Penalty: 111635.625000
Iteration 88Q: 34 clusters Score -1.049512e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 24314 members 
Mstep: Class 5 contains 10354 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 18602 members 
Mstep: Class 10 contains 43857 members 
Mstep: Class 11 contains 16688 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 333368 members 
Mstep: Class 17 contains 43011 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19538 members 
Mstep: Class 20 contains 11065 members 
Mstep: Class 21 contains 69569 members 
Mstep: Class 22 contains 47554 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 3026 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 10935 members 
Mstep: Class 29 contains 17967 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 56914 members 
Mstep: Class 32 contains 3885 members 
Mstep: Class 33 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951544.000000 Penalty: 111635.625000
Iteration 89Q: 34 clusters Score -1.049515e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 24342 members 
Mstep: Class 5 contains 10330 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 18610 members 
Mstep: Class 10 contains 43784 members 
Mstep: Class 11 contains 16736 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 334878 members 
Mstep: Class 17 contains 42998 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19498 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 69720 members 
Mstep: Class 22 contains 47469 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 3024 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 10927 members 
Mstep: Class 29 contains 18015 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 55428 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951880.000000 Penalty: 111635.625000
Iteration 90Q: 34 clusters Score -1.049519e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 24384 members 
Mstep: Class 5 contains 10307 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 43693 members 
Mstep: Class 11 contains 16768 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 16 contains 336246 members 
Mstep: Class 17 contains 43009 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19450 members 
Mstep: Class 20 contains 11135 members 
Mstep: Class 21 contains 69838 members 
Mstep: Class 22 contains 47366 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 3023 members 
Mstep: Class 27 contains 1794 members 
Mstep: Class 28 contains 10919 members 
Mstep: Class 29 contains 18035 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 54137 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951744.000000 Penalty: 111635.625000
Iteration 91Q: 34 clusters Score -1.049517e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 6169 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 9 contains 18628 members 
Mstep: Class 10 contains 43632 members 
Mstep: Class 11 contains 16809 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 337473 members 
Mstep: Class 17 contains 43022 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19413 members 
Mstep: Class 20 contains 11178 members 
Mstep: Class 21 contains 69933 members 
Mstep: Class 22 contains 47278 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3075 members 
Mstep: Class 26 contains 3022 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 10913 members 
Mstep: Class 29 contains 18061 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 52941 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 14704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951296.000000 Penalty: 111635.625000
Iteration 92Q: 34 clusters Score -1.049513e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 24488 members 
Mstep: Class 5 contains 10279 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 18624 members 
Mstep: Class 10 contains 43567 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 338603 members 
Mstep: Class 17 contains 43054 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19383 members 
Mstep: Class 20 contains 11201 members 
Mstep: Class 21 contains 70026 members 
Mstep: Class 22 contains 47215 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 8785 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 3019 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 10910 members 
Mstep: Class 29 contains 18084 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 51816 members 
Mstep: Class 32 contains 3909 members 
Mstep: Class 33 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951096.000000 Penalty: 111635.625000
Iteration 93Q: 34 clusters Score -1.049511e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 24517 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 339676 members 
Mstep: Class 17 contains 43069 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19367 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 70075 members 
Mstep: Class 22 contains 47170 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 3081 members 
Mstep: Class 26 contains 3020 members 
Mstep: Class 27 contains 1779 members 
Mstep: Class 28 contains 10912 members 
Mstep: Class 29 contains 18110 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 50801 members 
Mstep: Class 32 contains 3913 members 
Mstep: Class 33 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951280.000000 Penalty: 111635.625000
Iteration 94Q: 34 clusters Score -1.049513e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 4 contains 24538 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 18635 members 
Mstep: Class 10 contains 43475 members 
Mstep: Class 11 contains 16920 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 340585 members 
Mstep: Class 17 contains 43100 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19351 members 
Mstep: Class 20 contains 11288 members 
Mstep: Class 21 contains 70132 members 
Mstep: Class 22 contains 47135 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3085 members 
Mstep: Class 26 contains 3022 members 
Mstep: Class 27 contains 1773 members 
Mstep: Class 28 contains 10911 members 
Mstep: Class 29 contains 18113 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 49919 members 
Mstep: Class 32 contains 3917 members 
Mstep: Class 33 contains 14579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951240.000000 Penalty: 111635.625000
Iteration 95Q: 34 clusters Score -1.049512e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 24557 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 18628 members 
Mstep: Class 10 contains 43455 members 
Mstep: Class 11 contains 16952 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 341352 members 
Mstep: Class 17 contains 43148 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19341 members 
Mstep: Class 20 contains 11320 members 
Mstep: Class 21 contains 70166 members 
Mstep: Class 22 contains 47093 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 10907 members 
Mstep: Class 29 contains 18124 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 49151 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951432.000000 Penalty: 111635.625000
Iteration 96Q: 34 clusters Score -1.049514e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 24586 members 
Mstep: Class 5 contains 10218 members 
Mstep: Class 6 contains 4575 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 18631 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 16975 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 342053 members 
Mstep: Class 17 contains 43204 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19333 members 
Mstep: Class 20 contains 11343 members 
Mstep: Class 21 contains 70171 members 
Mstep: Class 22 contains 47080 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 8783 members 
Mstep: Class 25 contains 3092 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 1770 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18124 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 48465 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951664.000000 Penalty: 111635.625000
Iteration 97Q: 34 clusters Score -1.049517e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 24624 members 
Mstep: Class 5 contains 10209 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 18657 members 
Mstep: Class 10 contains 43421 members 
Mstep: Class 11 contains 17004 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 342684 members 
Mstep: Class 17 contains 43251 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 11367 members 
Mstep: Class 21 contains 70176 members 
Mstep: Class 22 contains 47069 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 3094 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 1768 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18134 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 47825 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951768.000000 Penalty: 111635.625000
Iteration 98Q: 34 clusters Score -1.049518e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 6304 members 
Mstep: Class 4 contains 24646 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 18680 members 
Mstep: Class 10 contains 43406 members 
Mstep: Class 11 contains 17032 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 343299 members 
Mstep: Class 17 contains 43301 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 11384 members 
Mstep: Class 21 contains 70179 members 
Mstep: Class 22 contains 47045 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 3097 members 
Mstep: Class 26 contains 3018 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18142 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 47236 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952040.000000 Penalty: 111635.625000
Iteration 99Q: 34 clusters Score -1.04952e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 24675 members 
Mstep: Class 5 contains 10184 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 18685 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 17058 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 343856 members 
Mstep: Class 17 contains 43350 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19261 members 
Mstep: Class 20 contains 11395 members 
Mstep: Class 21 contains 70158 members 
Mstep: Class 22 contains 47068 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 8778 members 
Mstep: Class 25 contains 3097 members 
Mstep: Class 26 contains 3019 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 10905 members 
Mstep: Class 29 contains 18151 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 46684 members 
Mstep: Class 32 contains 3918 members 
Mstep: Class 33 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952016.000000 Penalty: 111635.625000
Iteration 100F: 34 clusters Score -1.04952e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 24713 members 
Mstep: Class 5 contains 10170 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 43400 members 
Mstep: Class 11 contains 17076 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 16 contains 344351 members 
Mstep: Class 17 contains 43395 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19242 members 
Mstep: Class 20 contains 11403 members 
Mstep: Class 21 contains 70161 members 
Mstep: Class 22 contains 47036 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 3019 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18151 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 46181 members 
Mstep: Class 32 contains 3917 members 
Mstep: Class 33 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952216.000000 Penalty: 111635.625000
Iteration 101Q: 34 clusters Score -1.049522e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 6338 members 
Mstep: Class 4 contains 24739 members 
Mstep: Class 5 contains 10147 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 18722 members 
Mstep: Class 10 contains 43385 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 344862 members 
Mstep: Class 17 contains 43440 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 11409 members 
Mstep: Class 21 contains 70125 members 
Mstep: Class 22 contains 47007 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 8774 members 
Mstep: Class 25 contains 3097 members 
Mstep: Class 26 contains 3019 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18150 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 45724 members 
Mstep: Class 32 contains 3915 members 
Mstep: Class 33 contains 14480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952264.000000 Penalty: 111635.625000
Iteration 102Q: 34 clusters Score -1.049523e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 24777 members 
Mstep: Class 5 contains 10139 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 18726 members 
Mstep: Class 10 contains 43368 members 
Mstep: Class 11 contains 17127 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 345383 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19209 members 
Mstep: Class 20 contains 11411 members 
Mstep: Class 21 contains 70051 members 
Mstep: Class 22 contains 46979 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 3099 members 
Mstep: Class 26 contains 3018 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10907 members 
Mstep: Class 29 contains 18149 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 45312 members 
Mstep: Class 32 contains 3913 members 
Mstep: Class 33 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952480.000000 Penalty: 111635.625000
Iteration 103Q: 34 clusters Score -1.049525e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 4 contains 24808 members 
Mstep: Class 5 contains 10126 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 10 contains 43357 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 345805 members 
Mstep: Class 17 contains 43521 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 19180 members 
Mstep: Class 20 contains 11421 members 
Mstep: Class 21 contains 69980 members 
Mstep: Class 22 contains 46963 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 3101 members 
Mstep: Class 26 contains 3016 members 
Mstep: Class 27 contains 1742 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18148 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 44974 members 
Mstep: Class 32 contains 3916 members 
Mstep: Class 33 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952760.000000 Penalty: 111635.625000
Iteration 104Q: 34 clusters Score -1.049528e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 24847 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 43332 members 
Mstep: Class 11 contains 17168 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 346259 members 
Mstep: Class 17 contains 43549 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 19148 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 69890 members 
Mstep: Class 22 contains 46948 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 3105 members 
Mstep: Class 26 contains 3014 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 18151 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 44632 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952872.000000 Penalty: 111635.625000
Iteration 105Q: 34 clusters Score -1.049529e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 24879 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 18755 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 346662 members 
Mstep: Class 17 contains 43582 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 19126 members 
Mstep: Class 20 contains 11445 members 
Mstep: Class 21 contains 69799 members 
Mstep: Class 22 contains 46941 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 3108 members 
Mstep: Class 26 contains 3010 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 10905 members 
Mstep: Class 29 contains 18153 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 44318 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952808.000000 Penalty: 111635.625000
Iteration 106Q: 34 clusters Score -1.049528e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 24895 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 43296 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 347070 members 
Mstep: Class 17 contains 43618 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 19090 members 
Mstep: Class 20 contains 11463 members 
Mstep: Class 21 contains 69694 members 
Mstep: Class 22 contains 46927 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 8760 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 3005 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 10904 members 
Mstep: Class 29 contains 18134 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 44049 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 14505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952792.000000 Penalty: 111635.625000
Iteration 107Q: 34 clusters Score -1.049528e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 24909 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 18795 members 
Mstep: Class 10 contains 43273 members 
Mstep: Class 11 contains 17211 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 347432 members 
Mstep: Class 17 contains 43663 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 19065 members 
Mstep: Class 20 contains 11473 members 
Mstep: Class 21 contains 69582 members 
Mstep: Class 22 contains 46924 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 10903 members 
Mstep: Class 29 contains 18121 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 3920 members 
Mstep: Class 33 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952664.000000 Penalty: 111635.625000
Iteration 108Q: 34 clusters Score -1.049527e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 24914 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 43265 members 
Mstep: Class 11 contains 17232 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 347754 members 
Mstep: Class 17 contains 43703 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 19035 members 
Mstep: Class 20 contains 11481 members 
Mstep: Class 21 contains 69513 members 
Mstep: Class 22 contains 46931 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2997 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 10901 members 
Mstep: Class 29 contains 18099 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 43594 members 
Mstep: Class 32 contains 3921 members 
Mstep: Class 33 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952856.000000 Penalty: 111635.625000
Iteration 109Q: 34 clusters Score -1.049529e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 24917 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 18801 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 348101 members 
Mstep: Class 17 contains 43730 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 19002 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 69436 members 
Mstep: Class 22 contains 46937 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2994 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 10900 members 
Mstep: Class 29 contains 18088 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 43378 members 
Mstep: Class 32 contains 3922 members 
Mstep: Class 33 contains 14484 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 34 clusters Score -1.049527e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 18808 members 
Mstep: Class 10 contains 43232 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 348418 members 
Mstep: Class 17 contains 43755 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18965 members 
Mstep: Class 20 contains 11499 members 
Mstep: Class 21 contains 69385 members 
Mstep: Class 22 contains 46941 members 
Mstep: Class 23 contains 3384 members 
Mstep: Class 24 contains 8760 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2992 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 10899 members 
Mstep: Class 29 contains 18084 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 43165 members 
Mstep: Class 32 contains 3920 members 
Mstep: Class 33 contains 14475 members 
Entering Unmasked Estep 
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Iteration 111Q: 34 clusters Score -1.049526e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 24928 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 18819 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 348700 members 
Mstep: Class 17 contains 43784 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18933 members 
Mstep: Class 20 contains 11512 members 
Mstep: Class 21 contains 69300 members 
Mstep: Class 22 contains 46941 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 10897 members 
Mstep: Class 29 contains 18090 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42983 members 
Mstep: Class 32 contains 3921 members 
Mstep: Class 33 contains 14480 members 
Entering Unmasked Estep 
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Iteration 112Q: 34 clusters Score -1.049529e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24936 members 
Mstep: Class 5 contains 10043 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 18830 members 
Mstep: Class 10 contains 43208 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 348929 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18915 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 69221 members 
Mstep: Class 22 contains 46955 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2987 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 10895 members 
Mstep: Class 29 contains 18087 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42825 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14484 members 
Entering Unmasked Estep 
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Iteration 113Q: 34 clusters Score -1.04953e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 24938 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 349161 members 
Mstep: Class 17 contains 43844 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18918 members 
Mstep: Class 20 contains 11528 members 
Mstep: Class 21 contains 69134 members 
Mstep: Class 22 contains 46968 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 10894 members 
Mstep: Class 29 contains 18085 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42666 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952800.000000 Penalty: 111635.625000
Iteration 114Q: 34 clusters Score -1.049528e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 24943 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 18838 members 
Mstep: Class 10 contains 43203 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 349339 members 
Mstep: Class 17 contains 43871 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18921 members 
Mstep: Class 20 contains 11542 members 
Mstep: Class 21 contains 69073 members 
Mstep: Class 22 contains 46979 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 8755 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 2985 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 10894 members 
Mstep: Class 29 contains 18080 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42522 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952856.000000 Penalty: 111635.625000
Iteration 115Q: 34 clusters Score -1.049529e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 24954 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 18847 members 
Mstep: Class 10 contains 43205 members 
Mstep: Class 11 contains 17367 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 349549 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18911 members 
Mstep: Class 20 contains 11550 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 46972 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 2983 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 10895 members 
Mstep: Class 29 contains 18078 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42381 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 14481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952880.000000 Penalty: 111635.625000
Iteration 116Q: 34 clusters Score -1.049529e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 24956 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 18855 members 
Mstep: Class 10 contains 43197 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 349728 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18900 members 
Mstep: Class 20 contains 11560 members 
Mstep: Class 21 contains 68970 members 
Mstep: Class 22 contains 46970 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2981 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 10895 members 
Mstep: Class 29 contains 18070 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42266 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 14481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952832.000000 Penalty: 111635.625000
Iteration 117Q: 34 clusters Score -1.049528e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 24967 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 18861 members 
Mstep: Class 10 contains 43185 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 349899 members 
Mstep: Class 17 contains 43940 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18885 members 
Mstep: Class 20 contains 11565 members 
Mstep: Class 21 contains 68913 members 
Mstep: Class 22 contains 46965 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2978 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 10894 members 
Mstep: Class 29 contains 18056 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42184 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952768.000000 Penalty: 111635.625000
Iteration 118Q: 34 clusters Score -1.049528e+08 nChanged 590
Entering ConstructFrom: 
Score: -104952768.000000 Penalty: 111635.625000
Entering ConstructFrom: 
Trying to split cluster 1 (27823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Entering Unmasked Estep 
Score: -3132775.250000 Penalty: 2537.937500
	Iteration 0F: 2 clusters Score -3132775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3113526.500000 Penalty: 5075.875000
	Iteration 0F: 3 clusters Score -3113526 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3120512.000000 Penalty: 5075.875000
	Iteration 1F: 3 clusters Score -3120512 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3121319.750000 Penalty: 5075.875000
	Iteration 2F: 3 clusters Score -3121320 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3122258.500000 Penalty: 5075.875000
	Iteration 3F: 3 clusters Score -3122258 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3123331.500000 Penalty: 5075.875000
	Iteration 4F: 3 clusters Score -3123332 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3124465.500000 Penalty: 5075.875000
	Iteration 5F: 3 clusters Score -3124466 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3125607.250000 Penalty: 5075.875000
	Iteration 6F: 3 clusters Score -3125607 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3126612.000000 Penalty: 5075.875000
	Iteration 7F: 3 clusters Score -3126612 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3127456.250000 Penalty: 5075.875000
	Iteration 8Q: 3 clusters Score -3127456 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3128145.000000 Penalty: 5075.875000
	Iteration 9Q: 3 clusters Score -3128145 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3128654.500000 Penalty: 5075.875000
	Iteration 10Q: 3 clusters Score -3128654 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3129002.250000 Penalty: 5075.875000
	Iteration 11Q: 3 clusters Score -3129002 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3129257.750000 Penalty: 5075.875000
	Iteration 12Q: 3 clusters Score -3129258 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3129475.250000 Penalty: 5075.875000
	Iteration 13Q: 3 clusters Score -3129475 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3129717.000000 Penalty: 5075.875000
	Iteration 14Q: 3 clusters Score -3129717 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3129938.000000 Penalty: 5075.875000
	Iteration 15Q: 3 clusters Score -3129938 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3130171.500000 Penalty: 5075.875000
	Iteration 16Q: 3 clusters Score -3130172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3130360.000000 Penalty: 5075.875000
	Iteration 17Q: 3 clusters Score -3130360 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3130525.000000 Penalty: 5075.875000
	Iteration 18Q: 3 clusters Score -3130525 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3130653.750000 Penalty: 5075.875000
	Iteration 19Q: 3 clusters Score -3130654 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3130764.500000 Penalty: 5075.875000
	Iteration 20F: 3 clusters Score -3130764 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3130867.750000 Penalty: 5075.875000
	Iteration 21Q: 3 clusters Score -3130868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3130940.000000 Penalty: 5075.875000
	Iteration 22Q: 3 clusters Score -3130940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3130997.750000 Penalty: 5075.875000
	Iteration 23Q: 3 clusters Score -3130998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3131023.250000 Penalty: 5075.875000
	Iteration 24Q: 3 clusters Score -3131023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3131061.750000 Penalty: 5075.875000
	Iteration 25Q: 3 clusters Score -3131062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3131086.750000 Penalty: 5075.875000
	Iteration 26Q: 3 clusters Score -3131087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3131107.500000 Penalty: 5075.875000
	Iteration 27Q: 3 clusters Score -3131108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3131139.000000 Penalty: 5075.875000
	Iteration 28Q: 3 clusters Score -3131139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3131153.250000 Penalty: 5075.875000
	Iteration 29Q: 3 clusters Score -3131153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3131161.750000 Penalty: 5075.875000
	Iteration 30Q: 3 clusters Score -3131162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3131170.250000 Penalty: 5075.875000
	Iteration 31Q: 3 clusters Score -3131170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3131179.750000 Penalty: 5075.875000
	Iteration 32Q: 3 clusters Score -3131180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3131191.000000 Penalty: 5075.875000
	Iteration 33Q: 3 clusters Score -3131191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3131201.000000 Penalty: 5075.875000
	Iteration 34Q: 3 clusters Score -3131201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3131209.750000 Penalty: 5075.875000
	Iteration 35Q: 3 clusters Score -3131210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3131216.000000 Penalty: 5075.875000
	Iteration 36Q: 3 clusters Score -3131216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3131227.750000 Penalty: 5075.875000
	Iteration 37Q: 3 clusters Score -3131228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3131233.500000 Penalty: 5075.875000
	Iteration 38Q: 3 clusters Score -3131234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3131239.750000 Penalty: 5075.875000
	Iteration 39Q: 3 clusters Score -3131240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3131250.750000 Penalty: 5075.875000
	Iteration 40F: 3 clusters Score -3131251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3131264.750000 Penalty: 5075.875000
	Iteration 41Q: 3 clusters Score -3131265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3131279.750000 Penalty: 5075.875000
	Iteration 42Q: 3 clusters Score -3131280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3131299.250000 Penalty: 5075.875000
	Iteration 43Q: 3 clusters Score -3131299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3131322.750000 Penalty: 5075.875000
	Iteration 44Q: 3 clusters Score -3131323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3131337.750000 Penalty: 5075.875000
	Iteration 45Q: 3 clusters Score -3131338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3131346.000000 Penalty: 5075.875000
	Iteration 46Q: 3 clusters Score -3131346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3131361.000000 Penalty: 5075.875000
	Iteration 47Q: 3 clusters Score -3131361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3131382.500000 Penalty: 5075.875000
	Iteration 48Q: 3 clusters Score -3131382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3131413.750000 Penalty: 5075.875000
	Iteration 49Q: 3 clusters Score -3131414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3131441.000000 Penalty: 5075.875000
	Iteration 50Q: 3 clusters Score -3131441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3131475.000000 Penalty: 5075.875000
	Iteration 51Q: 3 clusters Score -3131475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3131530.000000 Penalty: 5075.875000
	Iteration 52Q: 3 clusters Score -3131530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3131578.500000 Penalty: 5075.875000
	Iteration 53Q: 3 clusters Score -3131578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3131623.250000 Penalty: 5075.875000
	Iteration 54Q: 3 clusters Score -3131623 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3131681.750000 Penalty: 5075.875000
	Iteration 55Q: 3 clusters Score -3131682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3131730.000000 Penalty: 5075.875000
	Iteration 56Q: 3 clusters Score -3131730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3131810.500000 Penalty: 5075.875000
	Iteration 57Q: 3 clusters Score -3131810 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3131905.000000 Penalty: 5075.875000
	Iteration 58Q: 3 clusters Score -3131905 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3131980.250000 Penalty: 5075.875000
	Iteration 59Q: 3 clusters Score -3131980 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3132052.250000 Penalty: 5075.875000
	Iteration 60F: 3 clusters Score -3132052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3132127.000000 Penalty: 5075.875000
	Iteration 61Q: 3 clusters Score -3132127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3132195.000000 Penalty: 5075.875000
	Iteration 62Q: 3 clusters Score -3132195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3132256.500000 Penalty: 5075.875000
	Iteration 63Q: 3 clusters Score -3132256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3132327.000000 Penalty: 5075.875000
	Iteration 64Q: 3 clusters Score -3132327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3132392.500000 Penalty: 5075.875000
	Iteration 65Q: 3 clusters Score -3132392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3132426.000000 Penalty: 5075.875000
	Iteration 66Q: 3 clusters Score -3132426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3132458.250000 Penalty: 5075.875000
	Iteration 67Q: 3 clusters Score -3132458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3132480.750000 Penalty: 5075.875000
	Iteration 68Q: 3 clusters Score -3132481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3132500.500000 Penalty: 5075.875000
	Iteration 69Q: 3 clusters Score -3132500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3132531.500000 Penalty: 5075.875000
	Iteration 70Q: 3 clusters Score -3132532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3132566.750000 Penalty: 5075.875000
	Iteration 71Q: 3 clusters Score -3132567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3132575.500000 Penalty: 5075.875000
	Iteration 72Q: 3 clusters Score -3132576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3132589.500000 Penalty: 5075.875000
	Iteration 73Q: 3 clusters Score -3132590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3132598.250000 Penalty: 5075.875000
	Iteration 74Q: 3 clusters Score -3132598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3132606.250000 Penalty: 5075.875000
	Iteration 75Q: 3 clusters Score -3132606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3132623.500000 Penalty: 5075.875000
	Iteration 76Q: 3 clusters Score -3132624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3132636.500000 Penalty: 5075.875000
	Iteration 77Q: 3 clusters Score -3132636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3132654.000000 Penalty: 5075.875000
	Iteration 78Q: 3 clusters Score -3132654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3132662.000000 Penalty: 5075.875000
	Iteration 79Q: 3 clusters Score -3132662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3132666.250000 Penalty: 5075.875000
	Iteration 80F: 3 clusters Score -3132666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3132672.750000 Penalty: 5075.875000
	Iteration 81Q: 3 clusters Score -3132673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3132680.750000 Penalty: 5075.875000
	Iteration 82Q: 3 clusters Score -3132681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3132680.250000 Penalty: 5075.875000
	Iteration 83Q: 3 clusters Score -3132680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3132694.250000 Penalty: 5075.875000
	Iteration 84Q: 3 clusters Score -3132694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3132702.000000 Penalty: 5075.875000
	Iteration 85Q: 3 clusters Score -3132702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3132700.000000 Penalty: 5075.875000
	Iteration 86Q: 3 clusters Score -3132700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3132709.250000 Penalty: 5075.875000
	Iteration 87Q: 3 clusters Score -3132709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3132707.500000 Penalty: 5075.875000
	Iteration 88Q: 3 clusters Score -3132708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3132716.250000 Penalty: 5075.875000
	Iteration 89Q: 3 clusters Score -3132716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3132722.250000 Penalty: 5075.875000
	Iteration 90Q: 3 clusters Score -3132722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3132727.250000 Penalty: 5075.875000
	Iteration 91Q: 3 clusters Score -3132727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3132742.750000 Penalty: 5075.875000
	Iteration 92Q: 3 clusters Score -3132743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3132738.250000 Penalty: 5075.875000
	Iteration 93Q: 3 clusters Score -3132738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3132741.500000 Penalty: 5075.875000
	Iteration 94Q: 3 clusters Score -3132742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3132745.250000 Penalty: 5075.875000
	Iteration 95Q: 3 clusters Score -3132745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3132750.750000 Penalty: 5075.875000
	Iteration 96Q: 3 clusters Score -3132751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3132759.500000 Penalty: 5075.875000
	Iteration 97Q: 3 clusters Score -3132760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3132765.500000 Penalty: 5075.875000
	Iteration 98Q: 3 clusters Score -3132766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3132767.500000 Penalty: 5075.875000
	Iteration 99Q: 3 clusters Score -3132768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3132773.750000 Penalty: 5075.875000
	Iteration 100F: 3 clusters Score -3132774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3132780.750000 Penalty: 5075.875000
	Iteration 101Q: 3 clusters Score -3132781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3132777.500000 Penalty: 5075.875000
	Iteration 102Q: 3 clusters Score -3132778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3132783.250000 Penalty: 5075.875000
	Iteration 103Q: 3 clusters Score -3132783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3132787.750000 Penalty: 5075.875000
	Iteration 104Q: 3 clusters Score -3132788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3132794.750000 Penalty: 5075.875000
	Iteration 105Q: 3 clusters Score -3132795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3132790.250000 Penalty: 5075.875000
	Iteration 106Q: 3 clusters Score -3132790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3132801.750000 Penalty: 5075.875000
	Iteration 107Q: 3 clusters Score -3132802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3132814.250000 Penalty: 5075.875000
	Iteration 108Q: 3 clusters Score -3132814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3132821.750000 Penalty: 5075.875000
	Iteration 109Q: 3 clusters Score -3132822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3132822.750000 Penalty: 5075.875000
	Iteration 110Q: 3 clusters Score -3132823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3132828.500000 Penalty: 5075.875000
	Iteration 111Q: 3 clusters Score -3132828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3132837.500000 Penalty: 5075.875000
	Iteration 112Q: 3 clusters Score -3132838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3132843.250000 Penalty: 5075.875000
	Iteration 113Q: 3 clusters Score -3132843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3132851.000000 Penalty: 5075.875000
	Iteration 114Q: 3 clusters Score -3132851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3132853.000000 Penalty: 5075.875000
	Iteration 115Q: 3 clusters Score -3132853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3132855.000000 Penalty: 5075.875000
	Iteration 116Q: 3 clusters Score -3132855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3132860.500000 Penalty: 5075.875000
	Iteration 117Q: 3 clusters Score -3132860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3132865.500000 Penalty: 5075.875000
	Iteration 118Q: 3 clusters Score -3132866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3132866.000000 Penalty: 5075.875000
	Iteration 119Q: 3 clusters Score -3132866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3132864.250000 Penalty: 5075.875000
	Iteration 120F: 3 clusters Score -3132864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3132863.500000 Penalty: 5075.875000
	Iteration 121Q: 3 clusters Score -3132864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3132867.250000 Penalty: 5075.875000
	Iteration 122Q: 3 clusters Score -3132867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3132870.500000 Penalty: 5075.875000
	Iteration 123Q: 3 clusters Score -3132870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3132867.000000 Penalty: 5075.875000
	Iteration 124Q: 3 clusters Score -3132867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3132880.750000 Penalty: 5075.875000
	Iteration 125Q: 3 clusters Score -3132881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3132876.500000 Penalty: 5075.875000
	Iteration 126Q: 3 clusters Score -3132876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3132875.750000 Penalty: 5075.875000
	Iteration 127Q: 3 clusters Score -3132876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3132872.500000 Penalty: 5075.875000
	Iteration 128Q: 3 clusters Score -3132872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3132872.250000 Penalty: 5075.875000
	Iteration 129Q: 3 clusters Score -3132872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3132869.750000 Penalty: 5075.875000
	Iteration 130Q: 3 clusters Score -3132870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3132867.750000 Penalty: 5075.875000
	Iteration 131Q: 3 clusters Score -3132868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3132867.750000 Penalty: 5075.875000
	Iteration 132F: 3 clusters Score -3132868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 4713 members 
Entering Unmasked Estep 
Score: -104952208.000000 Penalty: 115018.523438
Splitting cluster 1 changes total score from -104952768.000000 to -104952208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1340647.375000 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1340647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1332506.875000 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1332507 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1334885.500000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1334886 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1335169.625000 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1335170 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1335390.875000 Penalty: 4601.470215
	Iteration 3Q: 3 clusters Score -1335391 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1335575.750000 Penalty: 4601.470215
	Iteration 4Q: 3 clusters Score -1335576 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1335733.375000 Penalty: 4601.470215
	Iteration 5Q: 3 clusters Score -1335733 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1335876.125000 Penalty: 4601.470215
	Iteration 6Q: 3 clusters Score -1335876 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1335993.125000 Penalty: 4601.470215
	Iteration 7Q: 3 clusters Score -1335993 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1336086.375000 Penalty: 4601.470215
	Iteration 8Q: 3 clusters Score -1336086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1336163.250000 Penalty: 4601.470215
	Iteration 9Q: 3 clusters Score -1336163 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1336226.625000 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1336227 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1336285.250000 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1336285 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1336328.500000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1336328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1336374.625000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1336375 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1336426.750000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1336427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1336481.375000 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1336481 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1336532.375000 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1336532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1336582.875000 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1336583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1336633.125000 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1336633 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1336679.125000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1336679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1336733.000000 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1336733 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1336788.250000 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1336788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1336843.500000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1336844 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1336906.750000 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1336907 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1336986.875000 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1336987 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1337048.625000 Penalty: 4601.470215
	Iteration 25Q: 3 clusters Score -1337049 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1337124.375000 Penalty: 4601.470215
	Iteration 26Q: 3 clusters Score -1337124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1337183.250000 Penalty: 4601.470215
	Iteration 27Q: 3 clusters Score -1337183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1337251.125000 Penalty: 4601.470215
	Iteration 28Q: 3 clusters Score -1337251 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1337320.500000 Penalty: 4601.470215
	Iteration 29Q: 3 clusters Score -1337320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1337397.000000 Penalty: 4601.470215
	Iteration 30Q: 3 clusters Score -1337397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1337489.500000 Penalty: 4601.470215
	Iteration 31Q: 3 clusters Score -1337490 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1337594.750000 Penalty: 4601.470215
	Iteration 32Q: 3 clusters Score -1337595 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1337730.500000 Penalty: 4601.470215
	Iteration 33Q: 3 clusters Score -1337730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1337853.125000 Penalty: 4601.470215
	Iteration 34Q: 3 clusters Score -1337853 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1337969.125000 Penalty: 4601.470215
	Iteration 35Q: 3 clusters Score -1337969 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1338081.875000 Penalty: 4601.470215
	Iteration 36Q: 3 clusters Score -1338082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1338192.625000 Penalty: 4601.470215
	Iteration 37Q: 3 clusters Score -1338193 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1338308.125000 Penalty: 4601.470215
	Iteration 38Q: 3 clusters Score -1338308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1338407.125000 Penalty: 4601.470215
	Iteration 39Q: 3 clusters Score -1338407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1338504.000000 Penalty: 4601.470215
	Iteration 40F: 3 clusters Score -1338504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1338568.250000 Penalty: 4601.470215
	Iteration 41Q: 3 clusters Score -1338568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1338615.875000 Penalty: 4601.470215
	Iteration 42Q: 3 clusters Score -1338616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1338650.250000 Penalty: 4601.470215
	Iteration 43Q: 3 clusters Score -1338650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1338680.875000 Penalty: 4601.470215
	Iteration 44Q: 3 clusters Score -1338681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1338701.375000 Penalty: 4601.470215
	Iteration 45Q: 3 clusters Score -1338701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1338720.500000 Penalty: 4601.470215
	Iteration 46Q: 3 clusters Score -1338720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1338737.125000 Penalty: 4601.470215
	Iteration 47Q: 3 clusters Score -1338737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1338750.375000 Penalty: 4601.470215
	Iteration 48Q: 3 clusters Score -1338750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1338768.875000 Penalty: 4601.470215
	Iteration 49Q: 3 clusters Score -1338769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1338780.500000 Penalty: 4601.470215
	Iteration 50Q: 3 clusters Score -1338780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1338797.625000 Penalty: 4601.470215
	Iteration 51Q: 3 clusters Score -1338798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1338808.750000 Penalty: 4601.470215
	Iteration 52Q: 3 clusters Score -1338809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1338823.500000 Penalty: 4601.470215
	Iteration 53Q: 3 clusters Score -1338824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1338832.000000 Penalty: 4601.470215
	Iteration 54Q: 3 clusters Score -1338832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1338836.500000 Penalty: 4601.470215
	Iteration 55Q: 3 clusters Score -1338836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1338840.625000 Penalty: 4601.470215
	Iteration 56Q: 3 clusters Score -1338841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1338843.500000 Penalty: 4601.470215
	Iteration 57Q: 3 clusters Score -1338844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1338844.875000 Penalty: 4601.470215
	Iteration 58Q: 3 clusters Score -1338845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1338843.250000 Penalty: 4601.470215
	Iteration 59Q: 3 clusters Score -1338843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1338843.250000 Penalty: 4601.470215
	Iteration 60F: 3 clusters Score -1338843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -798754.312500 Penalty: 2173.640137
	Iteration 0F: 2 clusters Score -798754.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -793339.562500 Penalty: 4347.280273
	Iteration 0F: 3 clusters Score -793339.6 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -794827.750000 Penalty: 4347.280273
	Iteration 1F: 3 clusters Score -794827.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -795119.312500 Penalty: 4347.280273
	Iteration 2F: 3 clusters Score -795119.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -795317.750000 Penalty: 4347.280273
	Iteration 3F: 3 clusters Score -795317.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -795479.000000 Penalty: 4347.280273
	Iteration 4Q: 3 clusters Score -795479 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -795626.812500 Penalty: 4347.280273
	Iteration 5Q: 3 clusters Score -795626.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -795753.625000 Penalty: 4347.280273
	Iteration 6Q: 3 clusters Score -795753.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -795886.937500 Penalty: 4347.280273
	Iteration 7Q: 3 clusters Score -795886.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -795998.687500 Penalty: 4347.280273
	Iteration 8Q: 3 clusters Score -795998.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -796084.687500 Penalty: 4347.280273
	Iteration 9Q: 3 clusters Score -796084.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -796168.312500 Penalty: 4347.280273
	Iteration 10Q: 3 clusters Score -796168.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -796257.500000 Penalty: 4347.280273
	Iteration 11Q: 3 clusters Score -796257.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -796328.437500 Penalty: 4347.280273
	Iteration 12Q: 3 clusters Score -796328.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -796389.000000 Penalty: 4347.280273
	Iteration 13Q: 3 clusters Score -796389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -796447.375000 Penalty: 4347.280273
	Iteration 14Q: 3 clusters Score -796447.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -796480.187500 Penalty: 4347.280273
	Iteration 15Q: 3 clusters Score -796480.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -796506.875000 Penalty: 4347.280273
	Iteration 16Q: 3 clusters Score -796506.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -796534.125000 Penalty: 4347.280273
	Iteration 17Q: 3 clusters Score -796534.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -796557.125000 Penalty: 4347.280273
	Iteration 18Q: 3 clusters Score -796557.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -796578.562500 Penalty: 4347.280273
	Iteration 19Q: 3 clusters Score -796578.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -796598.250000 Penalty: 4347.280273
	Iteration 20F: 3 clusters Score -796598.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -796614.625000 Penalty: 4347.280273
	Iteration 21Q: 3 clusters Score -796614.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -796622.937500 Penalty: 4347.280273
	Iteration 22Q: 3 clusters Score -796622.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -796627.500000 Penalty: 4347.280273
	Iteration 23Q: 3 clusters Score -796627.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -796632.437500 Penalty: 4347.280273
	Iteration 24Q: 3 clusters Score -796632.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -796640.937500 Penalty: 4347.280273
	Iteration 25Q: 3 clusters Score -796640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -796650.562500 Penalty: 4347.280273
	Iteration 26Q: 3 clusters Score -796650.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -796664.812500 Penalty: 4347.280273
	Iteration 27Q: 3 clusters Score -796664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -796679.375000 Penalty: 4347.280273
	Iteration 28Q: 3 clusters Score -796679.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -796689.500000 Penalty: 4347.280273
	Iteration 29Q: 3 clusters Score -796689.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -796701.000000 Penalty: 4347.280273
	Iteration 30Q: 3 clusters Score -796701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -796709.812500 Penalty: 4347.280273
	Iteration 31Q: 3 clusters Score -796709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -796713.375000 Penalty: 4347.280273
	Iteration 32Q: 3 clusters Score -796713.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -796720.875000 Penalty: 4347.280273
	Iteration 33Q: 3 clusters Score -796720.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -796730.187500 Penalty: 4347.280273
	Iteration 34Q: 3 clusters Score -796730.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -796738.812500 Penalty: 4347.280273
	Iteration 35Q: 3 clusters Score -796738.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -796745.187500 Penalty: 4347.280273
	Iteration 36Q: 3 clusters Score -796745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -796746.687500 Penalty: 4347.280273
	Iteration 37Q: 3 clusters Score -796746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -796748.312500 Penalty: 4347.280273
	Iteration 38Q: 3 clusters Score -796748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -796750.312500 Penalty: 4347.280273
	Iteration 39Q: 3 clusters Score -796750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -796750.500000 Penalty: 4347.280273
	Iteration 40F: 3 clusters Score -796750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -796752.687500 Penalty: 4347.280273
	Iteration 41Q: 3 clusters Score -796752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796756.750000 Penalty: 4347.280273
	Iteration 42Q: 3 clusters Score -796756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796762.000000 Penalty: 4347.280273
	Iteration 43Q: 3 clusters Score -796762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -796765.625000 Penalty: 4347.280273
	Iteration 44Q: 3 clusters Score -796765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -796768.500000 Penalty: 4347.280273
	Iteration 45Q: 3 clusters Score -796768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -796770.000000 Penalty: 4347.280273
	Iteration 46Q: 3 clusters Score -796770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -796772.250000 Penalty: 4347.280273
	Iteration 47Q: 3 clusters Score -796772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -796773.125000 Penalty: 4347.280273
	Iteration 48Q: 3 clusters Score -796773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -796777.312500 Penalty: 4347.280273
	Iteration 49Q: 3 clusters Score -796777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -796777.250000 Penalty: 4347.280273
	Iteration 50Q: 3 clusters Score -796777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -796777.375000 Penalty: 4347.280273
	Iteration 51Q: 3 clusters Score -796777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -796777.375000 Penalty: 4347.280273
	Iteration 52F: 3 clusters Score -796777.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Entering Unmasked Estep 
Score: -3274414.500000 Penalty: 2511.116699
	Iteration 0F: 2 clusters Score -3274414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3257204.250000 Penalty: 5022.233398
	Iteration 0F: 3 clusters Score -3257204 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3263198.250000 Penalty: 5022.233398
	Iteration 1F: 3 clusters Score -3263198 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3263645.750000 Penalty: 5022.233398
	Iteration 2Q: 3 clusters Score -3263646 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3264120.500000 Penalty: 5022.233398
	Iteration 3Q: 3 clusters Score -3264120 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3264722.500000 Penalty: 5022.233398
	Iteration 4Q: 3 clusters Score -3264722 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3265557.750000 Penalty: 5022.233398
	Iteration 5F: 3 clusters Score -3265558 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3266658.500000 Penalty: 5022.233398
	Iteration 6F: 3 clusters Score -3266658 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3268069.250000 Penalty: 5022.233398
	Iteration 7F: 3 clusters Score -3268069 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3269457.000000 Penalty: 5022.233398
	Iteration 8F: 3 clusters Score -3269457 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3270587.250000 Penalty: 5022.233398
	Iteration 9Q: 3 clusters Score -3270587 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3271344.250000 Penalty: 5022.233398
	Iteration 10Q: 3 clusters Score -3271344 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3271748.750000 Penalty: 5022.233398
	Iteration 11Q: 3 clusters Score -3271749 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3271959.500000 Penalty: 5022.233398
	Iteration 12Q: 3 clusters Score -3271960 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3272078.250000 Penalty: 5022.233398
	Iteration 13Q: 3 clusters Score -3272078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3272154.750000 Penalty: 5022.233398
	Iteration 14Q: 3 clusters Score -3272155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3272208.000000 Penalty: 5022.233398
	Iteration 15Q: 3 clusters Score -3272208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3272233.000000 Penalty: 5022.233398
	Iteration 16Q: 3 clusters Score -3272233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3272261.000000 Penalty: 5022.233398
	Iteration 17Q: 3 clusters Score -3272261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3272274.250000 Penalty: 5022.233398
	Iteration 18Q: 3 clusters Score -3272274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3272287.000000 Penalty: 5022.233398
	Iteration 19Q: 3 clusters Score -3272287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3272295.500000 Penalty: 5022.233398
	Iteration 20F: 3 clusters Score -3272296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3272298.750000 Penalty: 5022.233398
	Iteration 21Q: 3 clusters Score -3272299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3272297.250000 Penalty: 5022.233398
	Iteration 22Q: 3 clusters Score -3272297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3272298.500000 Penalty: 5022.233398
	Iteration 23Q: 3 clusters Score -3272298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3272302.500000 Penalty: 5022.233398
	Iteration 24Q: 3 clusters Score -3272302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3272299.750000 Penalty: 5022.233398
	Iteration 25Q: 3 clusters Score -3272300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3272301.500000 Penalty: 5022.233398
	Iteration 26Q: 3 clusters Score -3272302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3272301.250000 Penalty: 5022.233398
	Iteration 27Q: 3 clusters Score -3272301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3272303.000000 Penalty: 5022.233398
	Iteration 28Q: 3 clusters Score -3272303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3272303.750000 Penalty: 5022.233398
	Iteration 29Q: 3 clusters Score -3272304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3272305.000000 Penalty: 5022.233398
	Iteration 30Q: 3 clusters Score -3272305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3272308.750000 Penalty: 5022.233398
	Iteration 31Q: 3 clusters Score -3272309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3272309.250000 Penalty: 5022.233398
	Iteration 32Q: 3 clusters Score -3272309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3272311.750000 Penalty: 5022.233398
	Iteration 33Q: 3 clusters Score -3272312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3272311.750000 Penalty: 5022.233398
	Iteration 34F: 3 clusters Score -3272312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1248509.875000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1248510 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 5042 members 
Entering Unmasked Estep 
Score: -1240881.875000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1240882 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1242948.375000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1242948 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1243275.875000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1243276 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1243496.625000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1243497 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1243641.125000 Penalty: 4567.087402
	Iteration 4Q: 3 clusters Score -1243641 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1243771.500000 Penalty: 4567.087402
	Iteration 5Q: 3 clusters Score -1243772 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1243888.625000 Penalty: 4567.087402
	Iteration 6Q: 3 clusters Score -1243889 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1243989.875000 Penalty: 4567.087402
	Iteration 7Q: 3 clusters Score -1243990 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1244107.375000 Penalty: 4567.087402
	Iteration 8Q: 3 clusters Score -1244107 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1244263.375000 Penalty: 4567.087402
	Iteration 9Q: 3 clusters Score -1244263 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1244431.125000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1244431 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1244622.875000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1244623 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1244851.000000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1244851 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1245111.375000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1245111 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1245440.000000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1245440 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1245741.875000 Penalty: 4567.087402
	Iteration 15Q: 3 clusters Score -1245742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1245973.500000 Penalty: 4567.087402
	Iteration 16Q: 3 clusters Score -1245974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1246139.750000 Penalty: 4567.087402
	Iteration 17Q: 3 clusters Score -1246140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1246244.125000 Penalty: 4567.087402
	Iteration 18Q: 3 clusters Score -1246244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1246315.125000 Penalty: 4567.087402
	Iteration 19Q: 3 clusters Score -1246315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1246366.125000 Penalty: 4567.087402
	Iteration 20F: 3 clusters Score -1246366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1246407.000000 Penalty: 4567.087402
	Iteration 21Q: 3 clusters Score -1246407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1246438.000000 Penalty: 4567.087402
	Iteration 22Q: 3 clusters Score -1246438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1246470.125000 Penalty: 4567.087402
	Iteration 23Q: 3 clusters Score -1246470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1246485.000000 Penalty: 4567.087402
	Iteration 24Q: 3 clusters Score -1246485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1246494.125000 Penalty: 4567.087402
	Iteration 25Q: 3 clusters Score -1246494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1246496.500000 Penalty: 4567.087402
	Iteration 26Q: 3 clusters Score -1246496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1246505.625000 Penalty: 4567.087402
	Iteration 27Q: 3 clusters Score -1246506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1246513.750000 Penalty: 4567.087402
	Iteration 28Q: 3 clusters Score -1246514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1246519.125000 Penalty: 4567.087402
	Iteration 29Q: 3 clusters Score -1246519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1246521.625000 Penalty: 4567.087402
	Iteration 30Q: 3 clusters Score -1246522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1246521.750000 Penalty: 4567.087402
	Iteration 31Q: 3 clusters Score -1246522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1246523.875000 Penalty: 4567.087402
	Iteration 32Q: 3 clusters Score -1246524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1246524.250000 Penalty: 4567.087402
	Iteration 33Q: 3 clusters Score -1246524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1246524.250000 Penalty: 4567.087402
	Iteration 34F: 3 clusters Score -1246524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -562080.750000 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -562080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -557822.500000 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -557822.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -558779.687500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -558779.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -559013.625000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -559013.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -559231.437500 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -559231.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -559452.562500 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -559452.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -559678.875000 Penalty: 4173.479980
	Iteration 5F: 3 clusters Score -559678.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -559869.687500 Penalty: 4173.479980
	Iteration 6F: 3 clusters Score -559869.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -560039.062500 Penalty: 4173.479980
	Iteration 7F: 3 clusters Score -560039.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -560174.625000 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -560174.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -560297.750000 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -560297.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -560423.062500 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -560423.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -560536.250000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -560536.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -560629.625000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -560629.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -560697.562500 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -560697.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -560744.375000 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -560744.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -560773.312500 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -560773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -560796.687500 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -560796.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -560817.250000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -560817.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -560833.437500 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -560833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -560839.937500 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -560839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -560843.562500 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -560843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -560844.750000 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -560844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -560848.562500 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -560848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -560849.562500 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -560849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -560848.812500 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -560848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -560850.062500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -560850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -560852.562500 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -560852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -560853.625000 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -560853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -560855.375000 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -560855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -560860.437500 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -560860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -560860.500000 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -560860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -560862.500000 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -560862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -560865.812500 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -560865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -560867.000000 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -560867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -560869.625000 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -560869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -560871.312500 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -560871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -560872.375000 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -560872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -560872.937500 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -560872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -560873.937500 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -560873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -560875.000000 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -560875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560875.875000 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -560875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -560876.875000 Penalty: 4173.479980
	Iteration 41Q: 3 clusters Score -560876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560878.187500 Penalty: 4173.479980
	Iteration 42Q: 3 clusters Score -560878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -560878.062500 Penalty: 4173.479980
	Iteration 43Q: 3 clusters Score -560878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560879.875000 Penalty: 4173.479980
	Iteration 44Q: 3 clusters Score -560879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560879.875000 Penalty: 4173.479980
	Iteration 45F: 3 clusters Score -560879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -193988.781250 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -193988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191661.796875 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -191661.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192074.671875 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -192074.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192177.937500 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -192177.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192227.468750 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -192227.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -192260.687500 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -192260.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192274.953125 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -192275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192284.265625 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -192284.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192298.578125 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -192298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -192302.375000 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -192302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192305.875000 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -192305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -192309.546875 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -192309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192314.906250 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -192314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192317.734375 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -192317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192319.250000 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -192319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192320.546875 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -192320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192321.671875 Penalty: 3657.504883
	Iteration 15Q: 3 clusters Score -192321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192323.296875 Penalty: 3657.504883
	Iteration 16Q: 3 clusters Score -192323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192326.500000 Penalty: 3657.504883
	Iteration 17Q: 3 clusters Score -192326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192327.765625 Penalty: 3657.504883
	Iteration 18Q: 3 clusters Score -192327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -192329.046875 Penalty: 3657.504883
	Iteration 19Q: 3 clusters Score -192329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -192329.046875 Penalty: 3657.504883
	Iteration 20F: 3 clusters Score -192329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -306171.031250 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -306171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -303132.781250 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -303132.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -303909.343750 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -303909.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -304164.312500 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -304164.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -304362.937500 Penalty: 3911.496338
	Iteration 3F: 3 clusters Score -304362.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304516.375000 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -304516.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -304641.406250 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -304641.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -304744.031250 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -304744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -304820.843750 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -304820.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -304900.437500 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -304900.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -304965.062500 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -304965.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -305026.875000 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -305026.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -305076.375000 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -305076.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -305113.375000 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -305113.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -305134.687500 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -305134.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -305143.406250 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -305143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305152.937500 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -305152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305164.500000 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -305164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -305176.968750 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -305177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305182.906250 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -305182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -305189.593750 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -305189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305194.156250 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -305194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305199.000000 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -305199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -305205.750000 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -305205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305209.375000 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -305209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305209.687500 Penalty: 3911.496338
	Iteration 24Q: 3 clusters Score -305209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -305210.500000 Penalty: 3911.496338
	Iteration 25Q: 3 clusters Score -305210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -305210.500000 Penalty: 3911.496338
	Iteration 26F: 3 clusters Score -305210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Entering Unmasked Estep 
Score: -2346573.250000 Penalty: 2441.536377
	Iteration 0F: 2 clusters Score -2346573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2333216.000000 Penalty: 4883.072754
	Iteration 0F: 3 clusters Score -2333216 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2337702.250000 Penalty: 4883.072754
	Iteration 1F: 3 clusters Score -2337702 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2338241.250000 Penalty: 4883.072754
	Iteration 2F: 3 clusters Score -2338241 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2338864.000000 Penalty: 4883.072754
	Iteration 3F: 3 clusters Score -2338864 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2339457.250000 Penalty: 4883.072754
	Iteration 4F: 3 clusters Score -2339457 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2340062.500000 Penalty: 4883.072754
	Iteration 5F: 3 clusters Score -2340062 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2340607.750000 Penalty: 4883.072754
	Iteration 6F: 3 clusters Score -2340608 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2341113.750000 Penalty: 4883.072754
	Iteration 7F: 3 clusters Score -2341114 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2341509.750000 Penalty: 4883.072754
	Iteration 8Q: 3 clusters Score -2341510 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2341807.750000 Penalty: 4883.072754
	Iteration 9Q: 3 clusters Score -2341808 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2342046.000000 Penalty: 4883.072754
	Iteration 10Q: 3 clusters Score -2342046 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2342218.000000 Penalty: 4883.072754
	Iteration 11Q: 3 clusters Score -2342218 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2342363.500000 Penalty: 4883.072754
	Iteration 12Q: 3 clusters Score -2342364 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2342511.000000 Penalty: 4883.072754
	Iteration 13Q: 3 clusters Score -2342511 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2342659.750000 Penalty: 4883.072754
	Iteration 14Q: 3 clusters Score -2342660 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2342793.250000 Penalty: 4883.072754
	Iteration 15Q: 3 clusters Score -2342793 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2342919.750000 Penalty: 4883.072754
	Iteration 16Q: 3 clusters Score -2342920 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2343069.750000 Penalty: 4883.072754
	Iteration 17Q: 3 clusters Score -2343070 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2343239.250000 Penalty: 4883.072754
	Iteration 18Q: 3 clusters Score -2343239 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2343416.000000 Penalty: 4883.072754
	Iteration 19Q: 3 clusters Score -2343416 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2343623.750000 Penalty: 4883.072754
	Iteration 20F: 3 clusters Score -2343624 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2343897.500000 Penalty: 4883.072754
	Iteration 21Q: 3 clusters Score -2343898 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2344157.500000 Penalty: 4883.072754
	Iteration 22Q: 3 clusters Score -2344158 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2344444.750000 Penalty: 4883.072754
	Iteration 23Q: 3 clusters Score -2344445 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2344720.250000 Penalty: 4883.072754
	Iteration 24Q: 3 clusters Score -2344720 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2344928.000000 Penalty: 4883.072754
	Iteration 25Q: 3 clusters Score -2344928 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2345083.250000 Penalty: 4883.072754
	Iteration 26Q: 3 clusters Score -2345083 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2345198.250000 Penalty: 4883.072754
	Iteration 27Q: 3 clusters Score -2345198 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2345291.250000 Penalty: 4883.072754
	Iteration 28Q: 3 clusters Score -2345291 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2345341.000000 Penalty: 4883.072754
	Iteration 29Q: 3 clusters Score -2345341 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2345391.250000 Penalty: 4883.072754
	Iteration 30Q: 3 clusters Score -2345391 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2345452.250000 Penalty: 4883.072754
	Iteration 31Q: 3 clusters Score -2345452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2345488.000000 Penalty: 4883.072754
	Iteration 32Q: 3 clusters Score -2345488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2345519.250000 Penalty: 4883.072754
	Iteration 33Q: 3 clusters Score -2345519 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2345562.000000 Penalty: 4883.072754
	Iteration 34Q: 3 clusters Score -2345562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2345579.750000 Penalty: 4883.072754
	Iteration 35Q: 3 clusters Score -2345580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2345596.500000 Penalty: 4883.072754
	Iteration 36Q: 3 clusters Score -2345596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2345613.000000 Penalty: 4883.072754
	Iteration 37Q: 3 clusters Score -2345613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2345629.750000 Penalty: 4883.072754
	Iteration 38Q: 3 clusters Score -2345630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2345629.500000 Penalty: 4883.072754
	Iteration 39Q: 3 clusters Score -2345630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2345642.500000 Penalty: 4883.072754
	Iteration 40F: 3 clusters Score -2345642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2345644.750000 Penalty: 4883.072754
	Iteration 41Q: 3 clusters Score -2345645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2345650.500000 Penalty: 4883.072754
	Iteration 42Q: 3 clusters Score -2345650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2345655.750000 Penalty: 4883.072754
	Iteration 43Q: 3 clusters Score -2345656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2345663.250000 Penalty: 4883.072754
	Iteration 44Q: 3 clusters Score -2345663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2345665.000000 Penalty: 4883.072754
	Iteration 45Q: 3 clusters Score -2345665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2345666.500000 Penalty: 4883.072754
	Iteration 46Q: 3 clusters Score -2345666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2345667.000000 Penalty: 4883.072754
	Iteration 47Q: 3 clusters Score -2345667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2345664.750000 Penalty: 4883.072754
	Iteration 48Q: 3 clusters Score -2345665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2345666.000000 Penalty: 4883.072754
	Iteration 49Q: 3 clusters Score -2345666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2345666.250000 Penalty: 4883.072754
	Iteration 50Q: 3 clusters Score -2345666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2345667.750000 Penalty: 4883.072754
	Iteration 51Q: 3 clusters Score -2345668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2345667.750000 Penalty: 4883.072754
	Iteration 52F: 3 clusters Score -2345668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Entering Unmasked Estep 
Score: -5544767.000000 Penalty: 2646.942627
	Iteration 0F: 2 clusters Score -5544767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5515494.500000 Penalty: 5293.885254
	Iteration 0F: 3 clusters Score -5515494 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5526655.500000 Penalty: 5293.885254
	Iteration 1F: 3 clusters Score -5526656 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5527286.000000 Penalty: 5293.885254
	Iteration 2Q: 3 clusters Score -5527286 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5527924.000000 Penalty: 5293.885254
	Iteration 3Q: 3 clusters Score -5527924 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -5528785.500000 Penalty: 5293.885254
	Iteration 4Q: 3 clusters Score -5528786 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5529960.500000 Penalty: 5293.885254
	Iteration 5F: 3 clusters Score -5529960 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5531755.000000 Penalty: 5293.885254
	Iteration 6F: 3 clusters Score -5531755 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -5534208.000000 Penalty: 5293.885254
	Iteration 7F: 3 clusters Score -5534208 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5536886.000000 Penalty: 5293.885254
	Iteration 8F: 3 clusters Score -5536886 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -5539332.000000 Penalty: 5293.885254
	Iteration 9F: 3 clusters Score -5539332 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5541044.500000 Penalty: 5293.885254
	Iteration 10Q: 3 clusters Score -5541044 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5541824.500000 Penalty: 5293.885254
	Iteration 11Q: 3 clusters Score -5541824 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5542128.000000 Penalty: 5293.885254
	Iteration 12Q: 3 clusters Score -5542128 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5542285.000000 Penalty: 5293.885254
	Iteration 13Q: 3 clusters Score -5542285 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5542374.000000 Penalty: 5293.885254
	Iteration 14Q: 3 clusters Score -5542374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5542418.000000 Penalty: 5293.885254
	Iteration 15Q: 3 clusters Score -5542418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5542434.500000 Penalty: 5293.885254
	Iteration 16Q: 3 clusters Score -5542434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5542452.000000 Penalty: 5293.885254
	Iteration 17Q: 3 clusters Score -5542452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5542473.500000 Penalty: 5293.885254
	Iteration 18Q: 3 clusters Score -5542474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5542470.000000 Penalty: 5293.885254
	Iteration 19Q: 3 clusters Score -5542470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5542481.000000 Penalty: 5293.885254
	Iteration 20F: 3 clusters Score -5542481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5542474.000000 Penalty: 5293.885254
	Iteration 21Q: 3 clusters Score -5542474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5542473.500000 Penalty: 5293.885254
	Iteration 22Q: 3 clusters Score -5542474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5542480.500000 Penalty: 5293.885254
	Iteration 23Q: 3 clusters Score -5542480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5542489.500000 Penalty: 5293.885254
	Iteration 24Q: 3 clusters Score -5542490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5542495.500000 Penalty: 5293.885254
	Iteration 25Q: 3 clusters Score -5542496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5542507.500000 Penalty: 5293.885254
	Iteration 26Q: 3 clusters Score -5542508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5542512.500000 Penalty: 5293.885254
	Iteration 27Q: 3 clusters Score -5542512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5542514.000000 Penalty: 5293.885254
	Iteration 28Q: 3 clusters Score -5542514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5542520.500000 Penalty: 5293.885254
	Iteration 29Q: 3 clusters Score -5542520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5542524.000000 Penalty: 5293.885254
	Iteration 30Q: 3 clusters Score -5542524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5542512.000000 Penalty: 5293.885254
	Iteration 31Q: 3 clusters Score -5542512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5542524.000000 Penalty: 5293.885254
	Iteration 32Q: 3 clusters Score -5542524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5542518.500000 Penalty: 5293.885254
	Iteration 33Q: 3 clusters Score -5542518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5542527.500000 Penalty: 5293.885254
	Iteration 34Q: 3 clusters Score -5542528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5542534.000000 Penalty: 5293.885254
	Iteration 35Q: 3 clusters Score -5542534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5542528.000000 Penalty: 5293.885254
	Iteration 36Q: 3 clusters Score -5542528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5542536.000000 Penalty: 5293.885254
	Iteration 37Q: 3 clusters Score -5542536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5542543.000000 Penalty: 5293.885254
	Iteration 38Q: 3 clusters Score -5542543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5542534.500000 Penalty: 5293.885254
	Iteration 39Q: 3 clusters Score -5542534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5542530.500000 Penalty: 5293.885254
	Iteration 40F: 3 clusters Score -5542530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5542533.500000 Penalty: 5293.885254
	Iteration 41Q: 3 clusters Score -5542534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5542529.500000 Penalty: 5293.885254
	Iteration 42Q: 3 clusters Score -5542530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5542527.500000 Penalty: 5293.885254
	Iteration 43Q: 3 clusters Score -5542528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5542522.000000 Penalty: 5293.885254
	Iteration 44Q: 3 clusters Score -5542522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -5542515.500000 Penalty: 5293.885254
	Iteration 45Q: 3 clusters Score -5542516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5542526.500000 Penalty: 5293.885254
	Iteration 46Q: 3 clusters Score -5542526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5542519.000000 Penalty: 5293.885254
	Iteration 47Q: 3 clusters Score -5542519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5542530.000000 Penalty: 5293.885254
	Iteration 48Q: 3 clusters Score -5542530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5542528.500000 Penalty: 5293.885254
	Iteration 49Q: 3 clusters Score -5542528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5542533.500000 Penalty: 5293.885254
	Iteration 50Q: 3 clusters Score -5542534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5542529.500000 Penalty: 5293.885254
	Iteration 51Q: 3 clusters Score -5542530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5542524.500000 Penalty: 5293.885254
	Iteration 52Q: 3 clusters Score -5542524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5542524.500000 Penalty: 5293.885254
	Iteration 53F: 3 clusters Score -5542524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Entering Unmasked Estep 
Score: -2174318.500000 Penalty: 2421.656250
	Iteration 0F: 2 clusters Score -2174318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2161933.500000 Penalty: 4843.312500
	Iteration 0F: 3 clusters Score -2161934 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2166576.000000 Penalty: 4843.312500
	Iteration 1F: 3 clusters Score -2166576 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2167674.000000 Penalty: 4843.312500
	Iteration 2F: 3 clusters Score -2167674 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2169029.000000 Penalty: 4843.312500
	Iteration 3F: 3 clusters Score -2169029 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2170934.500000 Penalty: 4843.312500
	Iteration 4F: 3 clusters Score -2170934 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2172937.250000 Penalty: 4843.312500
	Iteration 5F: 3 clusters Score -2172937 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2174154.000000 Penalty: 4843.312500
	Iteration 6F: 3 clusters Score -2174154 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2174753.750000 Penalty: 4843.312500
	Iteration 7Q: 3 clusters Score -2174754 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2175026.500000 Penalty: 4843.312500
	Iteration 8Q: 3 clusters Score -2175026 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2175162.500000 Penalty: 4843.312500
	Iteration 9Q: 3 clusters Score -2175162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2175249.000000 Penalty: 4843.312500
	Iteration 10Q: 3 clusters Score -2175249 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2175294.000000 Penalty: 4843.312500
	Iteration 11Q: 3 clusters Score -2175294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2175330.750000 Penalty: 4843.312500
	Iteration 12Q: 3 clusters Score -2175331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2175361.250000 Penalty: 4843.312500
	Iteration 13Q: 3 clusters Score -2175361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2175387.250000 Penalty: 4843.312500
	Iteration 14Q: 3 clusters Score -2175387 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2175406.500000 Penalty: 4843.312500
	Iteration 15Q: 3 clusters Score -2175406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2175422.750000 Penalty: 4843.312500
	Iteration 16Q: 3 clusters Score -2175423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2175434.750000 Penalty: 4843.312500
	Iteration 17Q: 3 clusters Score -2175435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2175441.250000 Penalty: 4843.312500
	Iteration 18Q: 3 clusters Score -2175441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2175450.000000 Penalty: 4843.312500
	Iteration 19Q: 3 clusters Score -2175450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2175456.250000 Penalty: 4843.312500
	Iteration 20F: 3 clusters Score -2175456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2175457.500000 Penalty: 4843.312500
	Iteration 21Q: 3 clusters Score -2175458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2175463.500000 Penalty: 4843.312500
	Iteration 22Q: 3 clusters Score -2175464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2175466.000000 Penalty: 4843.312500
	Iteration 23Q: 3 clusters Score -2175466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2175467.500000 Penalty: 4843.312500
	Iteration 24Q: 3 clusters Score -2175468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2175468.500000 Penalty: 4843.312500
	Iteration 25Q: 3 clusters Score -2175468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2175474.000000 Penalty: 4843.312500
	Iteration 26Q: 3 clusters Score -2175474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2175474.250000 Penalty: 4843.312500
	Iteration 27Q: 3 clusters Score -2175474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2175471.500000 Penalty: 4843.312500
	Iteration 28Q: 3 clusters Score -2175472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2175474.000000 Penalty: 4843.312500
	Iteration 29Q: 3 clusters Score -2175474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2175477.500000 Penalty: 4843.312500
	Iteration 30Q: 3 clusters Score -2175478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2175481.250000 Penalty: 4843.312500
	Iteration 31Q: 3 clusters Score -2175481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2175480.500000 Penalty: 4843.312500
	Iteration 32Q: 3 clusters Score -2175480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2175473.750000 Penalty: 4843.312500
	Iteration 33Q: 3 clusters Score -2175474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2175476.000000 Penalty: 4843.312500
	Iteration 34Q: 3 clusters Score -2175476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2175476.000000 Penalty: 4843.312500
	Iteration 35F: 3 clusters Score -2175476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 6942 members 
Entering Unmasked Estep 
Score: -104953328.000000 Penalty: 115018.523438
Splitting cluster 11 changes total score from -104952768.000000 to -104953328.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -415144.500000 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -415144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -411393.375000 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -411393.4 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -412475.187500 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -412475.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -412823.875000 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -412823.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -412988.062500 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -412988.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -413106.218750 Penalty: 4084.870117
	Iteration 4Q: 3 clusters Score -413106.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -413180.843750 Penalty: 4084.870117
	Iteration 5Q: 3 clusters Score -413180.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413248.593750 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -413248.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413291.812500 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -413291.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -413328.281250 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -413328.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -413361.468750 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -413361.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -413385.937500 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -413385.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -413415.812500 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -413415.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -413451.281250 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -413451.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -413475.718750 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -413475.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -413503.968750 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -413504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -413536.718750 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -413536.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -413563.406250 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -413563.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -413590.781250 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -413590.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -413615.187500 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -413615.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -413639.812500 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -413639.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -413668.531250 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -413668.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -413698.468750 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -413698.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -413710.375000 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -413710.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -413722.125000 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -413722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -413730.031250 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -413730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -413736.406250 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -413736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -413739.437500 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -413739.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -413743.437500 Penalty: 4084.870117
	Iteration 27Q: 3 clusters Score -413743.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -413749.312500 Penalty: 4084.870117
	Iteration 28Q: 3 clusters Score -413749.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -413757.843750 Penalty: 4084.870117
	Iteration 29Q: 3 clusters Score -413757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -413763.468750 Penalty: 4084.870117
	Iteration 30Q: 3 clusters Score -413763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -413767.906250 Penalty: 4084.870117
	Iteration 31Q: 3 clusters Score -413767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -413773.187500 Penalty: 4084.870117
	Iteration 32Q: 3 clusters Score -413773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -413777.375000 Penalty: 4084.870117
	Iteration 33Q: 3 clusters Score -413777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -413782.312500 Penalty: 4084.870117
	Iteration 34Q: 3 clusters Score -413782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -413785.593750 Penalty: 4084.870117
	Iteration 35Q: 3 clusters Score -413785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413787.468750 Penalty: 4084.870117
	Iteration 36Q: 3 clusters Score -413787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413786.968750 Penalty: 4084.870117
	Iteration 37Q: 3 clusters Score -413787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -413787.781250 Penalty: 4084.870117
	Iteration 38Q: 3 clusters Score -413787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -413788.937500 Penalty: 4084.870117
	Iteration 39Q: 3 clusters Score -413788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -413790.093750 Penalty: 4084.870117
	Iteration 40F: 3 clusters Score -413790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -785934.500000 Penalty: 2200.342041
	Iteration 0F: 2 clusters Score -785934.5 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 3443 members 
Entering Unmasked Estep 
Score: -780145.187500 Penalty: 4400.684082
	Iteration 0F: 3 clusters Score -780145.2 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -782050.000000 Penalty: 4400.684082
	Iteration 1F: 3 clusters Score -782050 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -782688.687500 Penalty: 4400.684082
	Iteration 2F: 3 clusters Score -782688.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -783263.875000 Penalty: 4400.684082
	Iteration 3F: 3 clusters Score -783263.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -783678.125000 Penalty: 4400.684082
	Iteration 4F: 3 clusters Score -783678.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -783949.500000 Penalty: 4400.684082
	Iteration 5F: 3 clusters Score -783949.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -784113.250000 Penalty: 4400.684082
	Iteration 6Q: 3 clusters Score -784113.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -784204.000000 Penalty: 4400.684082
	Iteration 7Q: 3 clusters Score -784204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -784254.187500 Penalty: 4400.684082
	Iteration 8Q: 3 clusters Score -784254.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -784286.812500 Penalty: 4400.684082
	Iteration 9Q: 3 clusters Score -784286.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -784308.812500 Penalty: 4400.684082
	Iteration 10Q: 3 clusters Score -784308.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -784323.687500 Penalty: 4400.684082
	Iteration 11Q: 3 clusters Score -784323.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -784334.812500 Penalty: 4400.684082
	Iteration 12Q: 3 clusters Score -784334.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -784340.375000 Penalty: 4400.684082
	Iteration 13Q: 3 clusters Score -784340.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -784347.875000 Penalty: 4400.684082
	Iteration 14Q: 3 clusters Score -784347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -784354.687500 Penalty: 4400.684082
	Iteration 15Q: 3 clusters Score -784354.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -784366.312500 Penalty: 4400.684082
	Iteration 16Q: 3 clusters Score -784366.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -784373.437500 Penalty: 4400.684082
	Iteration 17Q: 3 clusters Score -784373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -784380.125000 Penalty: 4400.684082
	Iteration 18Q: 3 clusters Score -784380.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -784382.625000 Penalty: 4400.684082
	Iteration 19Q: 3 clusters Score -784382.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -784388.687500 Penalty: 4400.684082
	Iteration 20F: 3 clusters Score -784388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -784392.062500 Penalty: 4400.684082
	Iteration 21Q: 3 clusters Score -784392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -784392.937500 Penalty: 4400.684082
	Iteration 22Q: 3 clusters Score -784392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -784395.312500 Penalty: 4400.684082
	Iteration 23Q: 3 clusters Score -784395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -784399.312500 Penalty: 4400.684082
	Iteration 24Q: 3 clusters Score -784399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -784398.375000 Penalty: 4400.684082
	Iteration 25Q: 3 clusters Score -784398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -784402.875000 Penalty: 4400.684082
	Iteration 26Q: 3 clusters Score -784402.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -784405.375000 Penalty: 4400.684082
	Iteration 27Q: 3 clusters Score -784405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -784406.312500 Penalty: 4400.684082
	Iteration 28Q: 3 clusters Score -784406.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -784410.625000 Penalty: 4400.684082
	Iteration 29Q: 3 clusters Score -784410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -784410.250000 Penalty: 4400.684082
	Iteration 30Q: 3 clusters Score -784410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -784413.187500 Penalty: 4400.684082
	Iteration 31Q: 3 clusters Score -784413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -784413.875000 Penalty: 4400.684082
	Iteration 32Q: 3 clusters Score -784413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -784414.750000 Penalty: 4400.684082
	Iteration 33Q: 3 clusters Score -784414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -784415.750000 Penalty: 4400.684082
	Iteration 34Q: 3 clusters Score -784415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -784415.937500 Penalty: 4400.684082
	Iteration 35Q: 3 clusters Score -784415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -784415.937500 Penalty: 4400.684082
	Iteration 36F: 3 clusters Score -784415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -139069.187500 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -139069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137165.203125 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -137165.2 nChanged 417
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: -138671.234375 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -138671.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139767.000000 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -139767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140205.343750 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -140205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -140440.171875 Penalty: 3559.042969
	Iteration 4Q: 3 clusters Score -140440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140505.515625 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -140505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -140528.546875 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -140528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140554.375000 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -140554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140555.453125 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -140555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140555.453125 Penalty: 3559.042969
	Iteration 9F: 3 clusters Score -140555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 504 members 
Entering Unmasked Estep 
Score: -104953184.000000 Penalty: 118401.421875
Splitting cluster 14 changes total score from -104952768.000000 to -104953184.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -1003333.687500 Penalty: 2235.703613
	Iteration 0F: 2 clusters Score -1003334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -996784.625000 Penalty: 4471.407227
	Iteration 0F: 3 clusters Score -996784.6 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -998492.500000 Penalty: 4471.407227
	Iteration 1F: 3 clusters Score -998492.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -998767.937500 Penalty: 4471.407227
	Iteration 2F: 3 clusters Score -998767.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -998977.062500 Penalty: 4471.407227
	Iteration 3Q: 3 clusters Score -998977.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -999153.812500 Penalty: 4471.407227
	Iteration 4Q: 3 clusters Score -999153.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -999303.625000 Penalty: 4471.407227
	Iteration 5Q: 3 clusters Score -999303.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -999476.000000 Penalty: 4471.407227
	Iteration 6Q: 3 clusters Score -999476 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -999667.375000 Penalty: 4471.407227
	Iteration 7Q: 3 clusters Score -999667.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -999877.750000 Penalty: 4471.407227
	Iteration 8Q: 3 clusters Score -999877.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1000091.937500 Penalty: 4471.407227
	Iteration 9Q: 3 clusters Score -1000092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1000331.062500 Penalty: 4471.407227
	Iteration 10Q: 3 clusters Score -1000331 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1000574.187500 Penalty: 4471.407227
	Iteration 11Q: 3 clusters Score -1000574 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1000812.937500 Penalty: 4471.407227
	Iteration 12Q: 3 clusters Score -1000813 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1001003.000000 Penalty: 4471.407227
	Iteration 13Q: 3 clusters Score -1001003 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1001175.500000 Penalty: 4471.407227
	Iteration 14Q: 3 clusters Score -1001176 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1001298.062500 Penalty: 4471.407227
	Iteration 15Q: 3 clusters Score -1001298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1001389.000000 Penalty: 4471.407227
	Iteration 16Q: 3 clusters Score -1001389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1001453.875000 Penalty: 4471.407227
	Iteration 17Q: 3 clusters Score -1001454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1001491.625000 Penalty: 4471.407227
	Iteration 18Q: 3 clusters Score -1001492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1001520.187500 Penalty: 4471.407227
	Iteration 19Q: 3 clusters Score -1001520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1001539.812500 Penalty: 4471.407227
	Iteration 20F: 3 clusters Score -1001540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1001555.625000 Penalty: 4471.407227
	Iteration 21Q: 3 clusters Score -1001556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1001564.875000 Penalty: 4471.407227
	Iteration 22Q: 3 clusters Score -1001565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1001575.750000 Penalty: 4471.407227
	Iteration 23Q: 3 clusters Score -1001576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1001580.875000 Penalty: 4471.407227
	Iteration 24Q: 3 clusters Score -1001581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1001584.375000 Penalty: 4471.407227
	Iteration 25Q: 3 clusters Score -1001584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1001590.375000 Penalty: 4471.407227
	Iteration 26Q: 3 clusters Score -1001590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1001594.250000 Penalty: 4471.407227
	Iteration 27Q: 3 clusters Score -1001594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1001601.437500 Penalty: 4471.407227
	Iteration 28Q: 3 clusters Score -1001601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1001606.625000 Penalty: 4471.407227
	Iteration 29Q: 3 clusters Score -1001607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1001612.562500 Penalty: 4471.407227
	Iteration 30Q: 3 clusters Score -1001613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1001618.937500 Penalty: 4471.407227
	Iteration 31Q: 3 clusters Score -1001619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1001625.875000 Penalty: 4471.407227
	Iteration 32Q: 3 clusters Score -1001626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1001635.312500 Penalty: 4471.407227
	Iteration 33Q: 3 clusters Score -1001635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1001639.437500 Penalty: 4471.407227
	Iteration 34Q: 3 clusters Score -1001639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1001642.437500 Penalty: 4471.407227
	Iteration 35Q: 3 clusters Score -1001642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1001649.062500 Penalty: 4471.407227
	Iteration 36Q: 3 clusters Score -1001649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1001652.125000 Penalty: 4471.407227
	Iteration 37Q: 3 clusters Score -1001652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1001654.750000 Penalty: 4471.407227
	Iteration 38Q: 3 clusters Score -1001655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1001658.125000 Penalty: 4471.407227
	Iteration 39Q: 3 clusters Score -1001658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1001657.687500 Penalty: 4471.407227
	Iteration 40F: 3 clusters Score -1001658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1001660.312500 Penalty: 4471.407227
	Iteration 41Q: 3 clusters Score -1001660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1001661.687500 Penalty: 4471.407227
	Iteration 42Q: 3 clusters Score -1001662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1001662.687500 Penalty: 4471.407227
	Iteration 43Q: 3 clusters Score -1001663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1001664.312500 Penalty: 4471.407227
	Iteration 44Q: 3 clusters Score -1001664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1001665.500000 Penalty: 4471.407227
	Iteration 45Q: 3 clusters Score -1001666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1001666.875000 Penalty: 4471.407227
	Iteration 46Q: 3 clusters Score -1001667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1001667.000000 Penalty: 4471.407227
	Iteration 47Q: 3 clusters Score -1001667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1001667.875000 Penalty: 4471.407227
	Iteration 48Q: 3 clusters Score -1001668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1001668.312500 Penalty: 4471.407227
	Iteration 49Q: 3 clusters Score -1001668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1001669.937500 Penalty: 4471.407227
	Iteration 50Q: 3 clusters Score -1001670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1001670.937500 Penalty: 4471.407227
	Iteration 51Q: 3 clusters Score -1001671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1001670.000000 Penalty: 4471.407227
	Iteration 52Q: 3 clusters Score -1001670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1001670.687500 Penalty: 4471.407227
	Iteration 53Q: 3 clusters Score -1001671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1001671.000000 Penalty: 4471.407227
	Iteration 54Q: 3 clusters Score -1001671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1001671.000000 Penalty: 4471.407227
	Iteration 55F: 3 clusters Score -1001671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (350083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350083 members 
Entering Unmasked Estep 
Score: -45362676.000000 Penalty: 3165.949463
	Iteration 0F: 2 clusters Score -4.536268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -45153248.000000 Penalty: 6331.898926
	Iteration 0F: 3 clusters Score -4.515325e+07 nChanged 170080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -45253884.000000 Penalty: 6331.898926
	Iteration 1F: 3 clusters Score -4.525388e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185891 members 
Mstep: Class 2 contains 164192 members 
Entering Unmasked Estep 
Score: -45255228.000000 Penalty: 6331.898926
	Iteration 2Q: 3 clusters Score -4.525523e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191920 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -45257324.000000 Penalty: 6331.898926
	Iteration 3Q: 3 clusters Score -4.525732e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200976 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -45260276.000000 Penalty: 6331.898926
	Iteration 4Q: 3 clusters Score -4.526028e+07 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214069 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -45265004.000000 Penalty: 6331.898926
	Iteration 5Q: 3 clusters Score -4.5265e+07 nChanged 19907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231242 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
Score: -45272456.000000 Penalty: 6331.898926
	Iteration 6F: 3 clusters Score -4.527246e+07 nChanged 22457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250487 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -45283532.000000 Penalty: 6331.898926
	Iteration 7F: 3 clusters Score -4.528353e+07 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267771 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -45297128.000000 Penalty: 6331.898926
	Iteration 8F: 3 clusters Score -4.529713e+07 nChanged 18572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279441 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -45310012.000000 Penalty: 6331.898926
	Iteration 9F: 3 clusters Score -4.531001e+07 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284433 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -45319068.000000 Penalty: 6331.898926
	Iteration 10Q: 3 clusters Score -4.531907e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285097 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -45323284.000000 Penalty: 6331.898926
	Iteration 11Q: 3 clusters Score -4.532328e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284315 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -45323904.000000 Penalty: 6331.898926
	Iteration 12Q: 3 clusters Score -4.53239e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283349 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -45323968.000000 Penalty: 6331.898926
	Iteration 13Q: 3 clusters Score -4.532397e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282254 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -45323576.000000 Penalty: 6331.898926
	Iteration 14Q: 3 clusters Score -4.532358e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281092 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -45323316.000000 Penalty: 6331.898926
	Iteration 15Q: 3 clusters Score -4.532332e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279817 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -45322880.000000 Penalty: 6331.898926
	Iteration 16Q: 3 clusters Score -4.532288e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278423 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -45322488.000000 Penalty: 6331.898926
	Iteration 17Q: 3 clusters Score -4.532249e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276779 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -45322272.000000 Penalty: 6331.898926
	Iteration 18Q: 3 clusters Score -4.532227e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274975 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -45321960.000000 Penalty: 6331.898926
	Iteration 19Q: 3 clusters Score -4.532196e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273068 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -45321636.000000 Penalty: 6331.898926
	Iteration 20F: 3 clusters Score -4.532164e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270982 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -45321316.000000 Penalty: 6331.898926
	Iteration 21Q: 3 clusters Score -4.532132e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268728 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -45321004.000000 Penalty: 6331.898926
	Iteration 22Q: 3 clusters Score -4.5321e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266285 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -45320760.000000 Penalty: 6331.898926
	Iteration 23Q: 3 clusters Score -4.532076e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263651 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -45320212.000000 Penalty: 6331.898926
	Iteration 24Q: 3 clusters Score -4.532021e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260875 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -45319780.000000 Penalty: 6331.898926
	Iteration 25Q: 3 clusters Score -4.531978e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257864 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -45319584.000000 Penalty: 6331.898926
	Iteration 26Q: 3 clusters Score -4.531958e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254670 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -45319592.000000 Penalty: 6331.898926
	Iteration 27Q: 3 clusters Score -4.531959e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251155 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -45319648.000000 Penalty: 6331.898926
	Iteration 28Q: 3 clusters Score -4.531965e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247429 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -45319480.000000 Penalty: 6331.898926
	Iteration 29Q: 3 clusters Score -4.531948e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243430 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -45319220.000000 Penalty: 6331.898926
	Iteration 30Q: 3 clusters Score -4.531922e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239163 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -45319276.000000 Penalty: 6331.898926
	Iteration 31Q: 3 clusters Score -4.531928e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234769 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -45319004.000000 Penalty: 6331.898926
	Iteration 32Q: 3 clusters Score -4.5319e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230408 members 
Mstep: Class 2 contains 119675 members 
Entering Unmasked Estep 
Score: -45319400.000000 Penalty: 6331.898926
	Iteration 33Q: 3 clusters Score -4.53194e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226105 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -45319612.000000 Penalty: 6331.898926
	Iteration 34Q: 3 clusters Score -4.531961e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221888 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -45320028.000000 Penalty: 6331.898926
	Iteration 35Q: 3 clusters Score -4.532003e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 132233 members 
Entering Unmasked Estep 
Score: -45320328.000000 Penalty: 6331.898926
	Iteration 36Q: 3 clusters Score -4.532033e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213956 members 
Mstep: Class 2 contains 136127 members 
Entering Unmasked Estep 
Score: -45320712.000000 Penalty: 6331.898926
	Iteration 37Q: 3 clusters Score -4.532071e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210308 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -45321196.000000 Penalty: 6331.898926
	Iteration 38Q: 3 clusters Score -4.53212e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207065 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -45321452.000000 Penalty: 6331.898926
	Iteration 39Q: 3 clusters Score -4.532145e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204091 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -45321424.000000 Penalty: 6331.898926
	Iteration 40F: 3 clusters Score -4.532142e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201411 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -45321600.000000 Penalty: 6331.898926
	Iteration 41Q: 3 clusters Score -4.53216e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199055 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -45321544.000000 Penalty: 6331.898926
	Iteration 42Q: 3 clusters Score -4.532154e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196817 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -45321708.000000 Penalty: 6331.898926
	Iteration 43Q: 3 clusters Score -4.532171e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194660 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -45321928.000000 Penalty: 6331.898926
	Iteration 44Q: 3 clusters Score -4.532193e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192629 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -45322108.000000 Penalty: 6331.898926
	Iteration 45Q: 3 clusters Score -4.532211e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190688 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -45322036.000000 Penalty: 6331.898926
	Iteration 46Q: 3 clusters Score -4.532204e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -45322036.000000 Penalty: 6331.898926
	Iteration 47Q: 3 clusters Score -4.532204e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187217 members 
Mstep: Class 2 contains 162866 members 
Entering Unmasked Estep 
Score: -45322008.000000 Penalty: 6331.898926
	Iteration 48Q: 3 clusters Score -4.532201e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -45322064.000000 Penalty: 6331.898926
	Iteration 49Q: 3 clusters Score -4.532206e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -45322272.000000 Penalty: 6331.898926
	Iteration 50Q: 3 clusters Score -4.532227e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -45322528.000000 Penalty: 6331.898926
	Iteration 51Q: 3 clusters Score -4.532253e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181674 members 
Mstep: Class 2 contains 168409 members 
Entering Unmasked Estep 
Score: -45322648.000000 Penalty: 6331.898926
	Iteration 52Q: 3 clusters Score -4.532265e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180312 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -45322740.000000 Penalty: 6331.898926
	Iteration 53Q: 3 clusters Score -4.532274e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178943 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -45322728.000000 Penalty: 6331.898926
	Iteration 54Q: 3 clusters Score -4.532273e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -45323016.000000 Penalty: 6331.898926
	Iteration 55Q: 3 clusters Score -4.532302e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176080 members 
Mstep: Class 2 contains 174003 members 
Entering Unmasked Estep 
Score: -45322988.000000 Penalty: 6331.898926
	Iteration 56Q: 3 clusters Score -4.532299e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174341 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -45323156.000000 Penalty: 6331.898926
	Iteration 57Q: 3 clusters Score -4.532316e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -45323204.000000 Penalty: 6331.898926
	Iteration 58Q: 3 clusters Score -4.53232e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 179726 members 
Entering Unmasked Estep 
Score: -45323400.000000 Penalty: 6331.898926
	Iteration 59Q: 3 clusters Score -4.53234e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -45323764.000000 Penalty: 6331.898926
	Iteration 60F: 3 clusters Score -4.532376e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165575 members 
Mstep: Class 2 contains 184508 members 
Entering Unmasked Estep 
Score: -45323892.000000 Penalty: 6331.898926
	Iteration 61Q: 3 clusters Score -4.532389e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 187276 members 
Entering Unmasked Estep 
Score: -45324024.000000 Penalty: 6331.898926
	Iteration 62Q: 3 clusters Score -4.532402e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 190711 members 
Entering Unmasked Estep 
Score: -45324288.000000 Penalty: 6331.898926
	Iteration 63Q: 3 clusters Score -4.532429e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -45324344.000000 Penalty: 6331.898926
	Iteration 64Q: 3 clusters Score -4.532434e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 200305 members 
Entering Unmasked Estep 
Score: -45324600.000000 Penalty: 6331.898926
	Iteration 65Q: 3 clusters Score -4.53246e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 206689 members 
Entering Unmasked Estep 
Score: -45325024.000000 Penalty: 6331.898926
	Iteration 66Q: 3 clusters Score -4.532502e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 214460 members 
Entering Unmasked Estep 
Score: -45325324.000000 Penalty: 6331.898926
	Iteration 67Q: 3 clusters Score -4.532532e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 224017 members 
Entering Unmasked Estep 
Score: -45326164.000000 Penalty: 6331.898926
	Iteration 68Q: 3 clusters Score -4.532616e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114528 members 
Mstep: Class 2 contains 235555 members 
Entering Unmasked Estep 
Score: -45326264.000000 Penalty: 6331.898926
	Iteration 69Q: 3 clusters Score -4.532626e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 248609 members 
Entering Unmasked Estep 
Score: -45328064.000000 Penalty: 6331.898926
	Iteration 70Q: 3 clusters Score -4.532806e+07 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 263193 members 
Entering Unmasked Estep 
Score: -45330548.000000 Penalty: 6331.898926
	Iteration 71Q: 3 clusters Score -4.533055e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 278692 members 
Entering Unmasked Estep 
Score: -45333596.000000 Penalty: 6331.898926
	Iteration 72Q: 3 clusters Score -4.53336e+07 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 294255 members 
Entering Unmasked Estep 
Score: -45336896.000000 Penalty: 6331.898926
	Iteration 73Q: 3 clusters Score -4.53369e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 308408 members 
Entering Unmasked Estep 
Score: -45339232.000000 Penalty: 6331.898926
	Iteration 74Q: 3 clusters Score -4.533923e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 319687 members 
Entering Unmasked Estep 
Score: -45341804.000000 Penalty: 6331.898926
	Iteration 75Q: 3 clusters Score -4.53418e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 328278 members 
Entering Unmasked Estep 
Score: -45344360.000000 Penalty: 6331.898926
	Iteration 76Q: 3 clusters Score -4.534436e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 334277 members 
Entering Unmasked Estep 
Score: -45347220.000000 Penalty: 6331.898926
	Iteration 77Q: 3 clusters Score -4.534722e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 338407 members 
Entering Unmasked Estep 
Score: -45348676.000000 Penalty: 6331.898926
	Iteration 78Q: 3 clusters Score -4.534868e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 340837 members 
Entering Unmasked Estep 
Score: -45349820.000000 Penalty: 6331.898926
	Iteration 79Q: 3 clusters Score -4.534982e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 342153 members 
Entering Unmasked Estep 
Score: -45356080.000000 Penalty: 6331.898926
	Iteration 80F: 3 clusters Score -4.535608e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 348091 members 
Entering Unmasked Estep 
Score: -45358916.000000 Penalty: 6331.898926
	Iteration 81Q: 3 clusters Score -4.535892e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 349448 members 
Entering Unmasked Estep 
Score: -45359452.000000 Penalty: 6331.898926
	Iteration 82Q: 3 clusters Score -4.535945e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 349755 members 
Entering Unmasked Estep 
Score: -45359684.000000 Penalty: 6331.898926
	Iteration 83Q: 3 clusters Score -4.535968e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 349834 members 
Entering Unmasked Estep 
Score: -45359704.000000 Penalty: 6331.898926
	Iteration 84Q: 3 clusters Score -4.53597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 349861 members 
Entering Unmasked Estep 
Score: -45359764.000000 Penalty: 6331.898926
	Iteration 85Q: 3 clusters Score -4.535976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349878 members 
Entering Unmasked Estep 
Score: -45359788.000000 Penalty: 6331.898926
	Iteration 86Q: 3 clusters Score -4.535979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 349886 members 
Entering Unmasked Estep 
Score: -45359808.000000 Penalty: 6331.898926
	Iteration 87Q: 3 clusters Score -4.535981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 349891 members 
Entering Unmasked Estep 
Score: -45359808.000000 Penalty: 6331.898926
	Iteration 88Q: 3 clusters Score -4.535981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 349894 members 
Entering Unmasked Estep 
Score: -45359832.000000 Penalty: 6331.898926
	Iteration 89Q: 3 clusters Score -4.535983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 349897 members 
Entering Unmasked Estep 
Score: -45359832.000000 Penalty: 6331.898926
	Iteration 90Q: 3 clusters Score -4.535983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 349895 members 
Entering Unmasked Estep 
Score: -45359836.000000 Penalty: 6331.898926
	Iteration 91Q: 3 clusters Score -4.535984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 349898 members 
Entering Unmasked Estep 
Score: -45359856.000000 Penalty: 6331.898926
	Iteration 92Q: 3 clusters Score -4.535986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 349901 members 
Entering Unmasked Estep 
Score: -45359844.000000 Penalty: 6331.898926
	Iteration 93Q: 3 clusters Score -4.535984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 349902 members 
Entering Unmasked Estep 
Score: -45359856.000000 Penalty: 6331.898926
	Iteration 94Q: 3 clusters Score -4.535986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 349903 members 
Entering Unmasked Estep 
Score: -45359856.000000 Penalty: 6331.898926
	Iteration 95Q: 3 clusters Score -4.535986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 349903 members 
Entering Unmasked Estep 
Score: -45359856.000000 Penalty: 6331.898926
	Iteration 96F: 3 clusters Score -4.535986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Entering Unmasked Estep 
Score: -5604261.500000 Penalty: 2651.343018
	Iteration 0F: 2 clusters Score -5604262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -5574438.000000 Penalty: 5302.686035
	Iteration 0F: 3 clusters Score -5574438 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5585531.500000 Penalty: 5302.686035
	Iteration 1F: 3 clusters Score -5585532 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5585940.000000 Penalty: 5302.686035
	Iteration 2Q: 3 clusters Score -5585940 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5586299.500000 Penalty: 5302.686035
	Iteration 3Q: 3 clusters Score -5586300 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5586633.000000 Penalty: 5302.686035
	Iteration 4Q: 3 clusters Score -5586633 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -5587043.500000 Penalty: 5302.686035
	Iteration 5Q: 3 clusters Score -5587044 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5587501.000000 Penalty: 5302.686035
	Iteration 6Q: 3 clusters Score -5587501 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5588102.500000 Penalty: 5302.686035
	Iteration 7Q: 3 clusters Score -5588102 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5589100.500000 Penalty: 5302.686035
	Iteration 8Q: 3 clusters Score -5589100 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5590773.000000 Penalty: 5302.686035
	Iteration 9F: 3 clusters Score -5590773 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5593347.500000 Penalty: 5302.686035
	Iteration 10F: 3 clusters Score -5593348 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5596593.000000 Penalty: 5302.686035
	Iteration 11F: 3 clusters Score -5596593 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5599386.000000 Penalty: 5302.686035
	Iteration 12F: 3 clusters Score -5599386 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5600917.500000 Penalty: 5302.686035
	Iteration 13Q: 3 clusters Score -5600918 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5601477.500000 Penalty: 5302.686035
	Iteration 14Q: 3 clusters Score -5601478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5601665.500000 Penalty: 5302.686035
	Iteration 15Q: 3 clusters Score -5601666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5601758.000000 Penalty: 5302.686035
	Iteration 16Q: 3 clusters Score -5601758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5601793.500000 Penalty: 5302.686035
	Iteration 17Q: 3 clusters Score -5601794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5601825.500000 Penalty: 5302.686035
	Iteration 18Q: 3 clusters Score -5601826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -5601854.000000 Penalty: 5302.686035
	Iteration 19Q: 3 clusters Score -5601854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5601872.500000 Penalty: 5302.686035
	Iteration 20F: 3 clusters Score -5601872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5601876.500000 Penalty: 5302.686035
	Iteration 21Q: 3 clusters Score -5601876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5601882.500000 Penalty: 5302.686035
	Iteration 22Q: 3 clusters Score -5601882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5601888.000000 Penalty: 5302.686035
	Iteration 23Q: 3 clusters Score -5601888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5601888.000000 Penalty: 5302.686035
	Iteration 24F: 3 clusters Score -5601888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -83585.812500 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -83585.81 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 374 members 
Entering Unmasked Estep 
Score: -81876.203125 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -81876.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82183.515625 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -82183.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82343.539062 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -82343.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82592.343750 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -82592.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82794.859375 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -82794.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83072.445312 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -83072.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83520.304688 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -83520.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83743.953125 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -83743.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83934.976562 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -83934.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84052.234375 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -84052.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84163.500000 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -84163.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84287.640625 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -84287.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84325.031250 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -84325.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84347.859375 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -84347.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84374.703125 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -84374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84400.062500 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -84400.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84468.500000 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -84468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84573.937500 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -84573.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84711.695312 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -84711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84711.695312 Penalty: 3284.217285
	Iteration 19F: 3 clusters Score -84711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 431 members 
Entering Unmasked Estep 
Score: -104952536.000000 Penalty: 121784.320312
Splitting cluster 18 changes total score from -104952768.000000 to -104952536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Entering Unmasked Estep 
Score: -2494035.000000 Penalty: 2441.523193
	Iteration 0F: 2 clusters Score -2494035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2480680.250000 Penalty: 4883.046387
	Iteration 0F: 3 clusters Score -2480680 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2485345.500000 Penalty: 4883.046387
	Iteration 1F: 3 clusters Score -2485346 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2485896.750000 Penalty: 4883.046387
	Iteration 2F: 3 clusters Score -2485897 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2486382.250000 Penalty: 4883.046387
	Iteration 3F: 3 clusters Score -2486382 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2486888.750000 Penalty: 4883.046387
	Iteration 4F: 3 clusters Score -2486889 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2487386.250000 Penalty: 4883.046387
	Iteration 5F: 3 clusters Score -2487386 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2487909.250000 Penalty: 4883.046387
	Iteration 6F: 3 clusters Score -2487909 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2488463.750000 Penalty: 4883.046387
	Iteration 7F: 3 clusters Score -2488464 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2488970.750000 Penalty: 4883.046387
	Iteration 8Q: 3 clusters Score -2488971 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2489444.750000 Penalty: 4883.046387
	Iteration 9Q: 3 clusters Score -2489445 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2489879.750000 Penalty: 4883.046387
	Iteration 10Q: 3 clusters Score -2489880 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2490242.750000 Penalty: 4883.046387
	Iteration 11Q: 3 clusters Score -2490243 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2490505.750000 Penalty: 4883.046387
	Iteration 12Q: 3 clusters Score -2490506 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2490686.250000 Penalty: 4883.046387
	Iteration 13Q: 3 clusters Score -2490686 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2490801.500000 Penalty: 4883.046387
	Iteration 14Q: 3 clusters Score -2490802 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2490857.500000 Penalty: 4883.046387
	Iteration 15Q: 3 clusters Score -2490858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2490906.250000 Penalty: 4883.046387
	Iteration 16Q: 3 clusters Score -2490906 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2490944.500000 Penalty: 4883.046387
	Iteration 17Q: 3 clusters Score -2490944 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2490986.250000 Penalty: 4883.046387
	Iteration 18Q: 3 clusters Score -2490986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2491024.250000 Penalty: 4883.046387
	Iteration 19Q: 3 clusters Score -2491024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2491080.250000 Penalty: 4883.046387
	Iteration 20F: 3 clusters Score -2491080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2491130.000000 Penalty: 4883.046387
	Iteration 21Q: 3 clusters Score -2491130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2491175.750000 Penalty: 4883.046387
	Iteration 22Q: 3 clusters Score -2491176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2491222.000000 Penalty: 4883.046387
	Iteration 23Q: 3 clusters Score -2491222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2491268.250000 Penalty: 4883.046387
	Iteration 24Q: 3 clusters Score -2491268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2491313.750000 Penalty: 4883.046387
	Iteration 25Q: 3 clusters Score -2491314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2491350.250000 Penalty: 4883.046387
	Iteration 26Q: 3 clusters Score -2491350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2491394.250000 Penalty: 4883.046387
	Iteration 27Q: 3 clusters Score -2491394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2491436.500000 Penalty: 4883.046387
	Iteration 28Q: 3 clusters Score -2491436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2491475.500000 Penalty: 4883.046387
	Iteration 29Q: 3 clusters Score -2491476 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2491531.500000 Penalty: 4883.046387
	Iteration 30Q: 3 clusters Score -2491532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2491596.750000 Penalty: 4883.046387
	Iteration 31Q: 3 clusters Score -2491597 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2491652.500000 Penalty: 4883.046387
	Iteration 32Q: 3 clusters Score -2491652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2491701.000000 Penalty: 4883.046387
	Iteration 33Q: 3 clusters Score -2491701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2491749.000000 Penalty: 4883.046387
	Iteration 34Q: 3 clusters Score -2491749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2491791.000000 Penalty: 4883.046387
	Iteration 35Q: 3 clusters Score -2491791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2491822.000000 Penalty: 4883.046387
	Iteration 36Q: 3 clusters Score -2491822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2491853.000000 Penalty: 4883.046387
	Iteration 37Q: 3 clusters Score -2491853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2491881.500000 Penalty: 4883.046387
	Iteration 38Q: 3 clusters Score -2491882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2491907.250000 Penalty: 4883.046387
	Iteration 39Q: 3 clusters Score -2491907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2491941.750000 Penalty: 4883.046387
	Iteration 40F: 3 clusters Score -2491942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2491962.250000 Penalty: 4883.046387
	Iteration 41Q: 3 clusters Score -2491962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2491983.500000 Penalty: 4883.046387
	Iteration 42Q: 3 clusters Score -2491984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2492000.500000 Penalty: 4883.046387
	Iteration 43Q: 3 clusters Score -2492000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2492018.500000 Penalty: 4883.046387
	Iteration 44Q: 3 clusters Score -2492018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2492027.750000 Penalty: 4883.046387
	Iteration 45Q: 3 clusters Score -2492028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2492036.000000 Penalty: 4883.046387
	Iteration 46Q: 3 clusters Score -2492036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2492050.000000 Penalty: 4883.046387
	Iteration 47Q: 3 clusters Score -2492050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2492055.500000 Penalty: 4883.046387
	Iteration 48Q: 3 clusters Score -2492056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2492070.750000 Penalty: 4883.046387
	Iteration 49Q: 3 clusters Score -2492071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2492074.750000 Penalty: 4883.046387
	Iteration 50Q: 3 clusters Score -2492075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2492087.500000 Penalty: 4883.046387
	Iteration 51Q: 3 clusters Score -2492088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2492093.750000 Penalty: 4883.046387
	Iteration 52Q: 3 clusters Score -2492094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2492108.750000 Penalty: 4883.046387
	Iteration 53Q: 3 clusters Score -2492109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2492112.750000 Penalty: 4883.046387
	Iteration 54Q: 3 clusters Score -2492113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2492124.500000 Penalty: 4883.046387
	Iteration 55Q: 3 clusters Score -2492124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2492132.250000 Penalty: 4883.046387
	Iteration 56Q: 3 clusters Score -2492132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2492133.000000 Penalty: 4883.046387
	Iteration 57Q: 3 clusters Score -2492133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2492140.500000 Penalty: 4883.046387
	Iteration 58Q: 3 clusters Score -2492140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2492146.250000 Penalty: 4883.046387
	Iteration 59Q: 3 clusters Score -2492146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2492158.000000 Penalty: 4883.046387
	Iteration 60F: 3 clusters Score -2492158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2492162.750000 Penalty: 4883.046387
	Iteration 61Q: 3 clusters Score -2492163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2492171.250000 Penalty: 4883.046387
	Iteration 62Q: 3 clusters Score -2492171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2492180.250000 Penalty: 4883.046387
	Iteration 63Q: 3 clusters Score -2492180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2492196.750000 Penalty: 4883.046387
	Iteration 64Q: 3 clusters Score -2492197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2492202.000000 Penalty: 4883.046387
	Iteration 65Q: 3 clusters Score -2492202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2492219.750000 Penalty: 4883.046387
	Iteration 66Q: 3 clusters Score -2492220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2492232.000000 Penalty: 4883.046387
	Iteration 67Q: 3 clusters Score -2492232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2492242.000000 Penalty: 4883.046387
	Iteration 68Q: 3 clusters Score -2492242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2492253.000000 Penalty: 4883.046387
	Iteration 69Q: 3 clusters Score -2492253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2492261.000000 Penalty: 4883.046387
	Iteration 70Q: 3 clusters Score -2492261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2492271.250000 Penalty: 4883.046387
	Iteration 71Q: 3 clusters Score -2492271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2492275.250000 Penalty: 4883.046387
	Iteration 72Q: 3 clusters Score -2492275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2492277.250000 Penalty: 4883.046387
	Iteration 73Q: 3 clusters Score -2492277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2492277.500000 Penalty: 4883.046387
	Iteration 74Q: 3 clusters Score -2492278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2492279.500000 Penalty: 4883.046387
	Iteration 75Q: 3 clusters Score -2492280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2492282.750000 Penalty: 4883.046387
	Iteration 76Q: 3 clusters Score -2492283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2492281.250000 Penalty: 4883.046387
	Iteration 77Q: 3 clusters Score -2492281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2492280.750000 Penalty: 4883.046387
	Iteration 78Q: 3 clusters Score -2492281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2492279.000000 Penalty: 4883.046387
	Iteration 79Q: 3 clusters Score -2492279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2492279.000000 Penalty: 4883.046387
	Iteration 80F: 3 clusters Score -2492279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Entering Unmasked Estep 
Score: -1494769.000000 Penalty: 2320.394531
	Iteration 0F: 2 clusters Score -1494769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1486037.125000 Penalty: 4640.789062
	Iteration 0F: 3 clusters Score -1486037 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1488623.625000 Penalty: 4640.789062
	Iteration 1F: 3 clusters Score -1488624 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1488883.125000 Penalty: 4640.789062
	Iteration 2F: 3 clusters Score -1488883 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1489110.125000 Penalty: 4640.789062
	Iteration 3Q: 3 clusters Score -1489110 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1489315.875000 Penalty: 4640.789062
	Iteration 4Q: 3 clusters Score -1489316 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1489483.625000 Penalty: 4640.789062
	Iteration 5Q: 3 clusters Score -1489484 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1489653.125000 Penalty: 4640.789062
	Iteration 6Q: 3 clusters Score -1489653 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1489843.625000 Penalty: 4640.789062
	Iteration 7Q: 3 clusters Score -1489844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1490058.000000 Penalty: 4640.789062
	Iteration 8Q: 3 clusters Score -1490058 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1490272.875000 Penalty: 4640.789062
	Iteration 9Q: 3 clusters Score -1490273 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1490545.125000 Penalty: 4640.789062
	Iteration 10Q: 3 clusters Score -1490545 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1490839.500000 Penalty: 4640.789062
	Iteration 11Q: 3 clusters Score -1490840 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1491108.375000 Penalty: 4640.789062
	Iteration 12Q: 3 clusters Score -1491108 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1491369.250000 Penalty: 4640.789062
	Iteration 13Q: 3 clusters Score -1491369 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1491618.125000 Penalty: 4640.789062
	Iteration 14Q: 3 clusters Score -1491618 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1491866.375000 Penalty: 4640.789062
	Iteration 15Q: 3 clusters Score -1491866 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1492058.750000 Penalty: 4640.789062
	Iteration 16Q: 3 clusters Score -1492059 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1492192.125000 Penalty: 4640.789062
	Iteration 17Q: 3 clusters Score -1492192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1492299.500000 Penalty: 4640.789062
	Iteration 18Q: 3 clusters Score -1492300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1492375.250000 Penalty: 4640.789062
	Iteration 19Q: 3 clusters Score -1492375 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1492428.125000 Penalty: 4640.789062
	Iteration 20F: 3 clusters Score -1492428 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1492481.250000 Penalty: 4640.789062
	Iteration 21Q: 3 clusters Score -1492481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1492519.125000 Penalty: 4640.789062
	Iteration 22Q: 3 clusters Score -1492519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1492549.250000 Penalty: 4640.789062
	Iteration 23Q: 3 clusters Score -1492549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1492577.250000 Penalty: 4640.789062
	Iteration 24Q: 3 clusters Score -1492577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1492596.000000 Penalty: 4640.789062
	Iteration 25Q: 3 clusters Score -1492596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1492612.125000 Penalty: 4640.789062
	Iteration 26Q: 3 clusters Score -1492612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1492630.750000 Penalty: 4640.789062
	Iteration 27Q: 3 clusters Score -1492631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1492636.000000 Penalty: 4640.789062
	Iteration 28Q: 3 clusters Score -1492636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1492646.250000 Penalty: 4640.789062
	Iteration 29Q: 3 clusters Score -1492646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1492653.250000 Penalty: 4640.789062
	Iteration 30Q: 3 clusters Score -1492653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1492658.750000 Penalty: 4640.789062
	Iteration 31Q: 3 clusters Score -1492659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1492664.375000 Penalty: 4640.789062
	Iteration 32Q: 3 clusters Score -1492664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1492676.875000 Penalty: 4640.789062
	Iteration 33Q: 3 clusters Score -1492677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1492684.625000 Penalty: 4640.789062
	Iteration 34Q: 3 clusters Score -1492685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1492696.750000 Penalty: 4640.789062
	Iteration 35Q: 3 clusters Score -1492697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1492700.750000 Penalty: 4640.789062
	Iteration 36Q: 3 clusters Score -1492701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1492707.625000 Penalty: 4640.789062
	Iteration 37Q: 3 clusters Score -1492708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1492707.875000 Penalty: 4640.789062
	Iteration 38Q: 3 clusters Score -1492708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1492716.625000 Penalty: 4640.789062
	Iteration 39Q: 3 clusters Score -1492717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1492722.000000 Penalty: 4640.789062
	Iteration 40F: 3 clusters Score -1492722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1492725.875000 Penalty: 4640.789062
	Iteration 41Q: 3 clusters Score -1492726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1492728.375000 Penalty: 4640.789062
	Iteration 42Q: 3 clusters Score -1492728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1492735.625000 Penalty: 4640.789062
	Iteration 43Q: 3 clusters Score -1492736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1492745.000000 Penalty: 4640.789062
	Iteration 44Q: 3 clusters Score -1492745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1492754.500000 Penalty: 4640.789062
	Iteration 45Q: 3 clusters Score -1492754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1492765.000000 Penalty: 4640.789062
	Iteration 46Q: 3 clusters Score -1492765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1492774.000000 Penalty: 4640.789062
	Iteration 47Q: 3 clusters Score -1492774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1492774.750000 Penalty: 4640.789062
	Iteration 48Q: 3 clusters Score -1492775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1492776.750000 Penalty: 4640.789062
	Iteration 49Q: 3 clusters Score -1492777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1492781.875000 Penalty: 4640.789062
	Iteration 50Q: 3 clusters Score -1492782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1492782.375000 Penalty: 4640.789062
	Iteration 51Q: 3 clusters Score -1492782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1492783.625000 Penalty: 4640.789062
	Iteration 52Q: 3 clusters Score -1492784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1492783.750000 Penalty: 4640.789062
	Iteration 53Q: 3 clusters Score -1492784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1492783.375000 Penalty: 4640.789062
	Iteration 54Q: 3 clusters Score -1492783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1492783.750000 Penalty: 4640.789062
	Iteration 55Q: 3 clusters Score -1492784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1492787.750000 Penalty: 4640.789062
	Iteration 56Q: 3 clusters Score -1492788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1492789.125000 Penalty: 4640.789062
	Iteration 57Q: 3 clusters Score -1492789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1492791.125000 Penalty: 4640.789062
	Iteration 58Q: 3 clusters Score -1492791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1492791.875000 Penalty: 4640.789062
	Iteration 59Q: 3 clusters Score -1492792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1492792.000000 Penalty: 4640.789062
	Iteration 60F: 3 clusters Score -1492792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1492793.750000 Penalty: 4640.789062
	Iteration 61Q: 3 clusters Score -1492794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1492793.375000 Penalty: 4640.789062
	Iteration 62Q: 3 clusters Score -1492793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1492793.250000 Penalty: 4640.789062
	Iteration 63Q: 3 clusters Score -1492793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1492796.250000 Penalty: 4640.789062
	Iteration 64Q: 3 clusters Score -1492796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1492798.500000 Penalty: 4640.789062
	Iteration 65Q: 3 clusters Score -1492798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1492802.750000 Penalty: 4640.789062
	Iteration 66Q: 3 clusters Score -1492803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1492806.125000 Penalty: 4640.789062
	Iteration 67Q: 3 clusters Score -1492806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1492812.625000 Penalty: 4640.789062
	Iteration 68Q: 3 clusters Score -1492813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1492809.750000 Penalty: 4640.789062
	Iteration 69Q: 3 clusters Score -1492810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1492811.875000 Penalty: 4640.789062
	Iteration 70Q: 3 clusters Score -1492812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1492814.125000 Penalty: 4640.789062
	Iteration 71Q: 3 clusters Score -1492814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1492813.750000 Penalty: 4640.789062
	Iteration 72Q: 3 clusters Score -1492814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1492812.875000 Penalty: 4640.789062
	Iteration 73Q: 3 clusters Score -1492813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1492816.750000 Penalty: 4640.789062
	Iteration 74Q: 3 clusters Score -1492817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1492816.125000 Penalty: 4640.789062
	Iteration 75Q: 3 clusters Score -1492816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1492815.250000 Penalty: 4640.789062
	Iteration 76Q: 3 clusters Score -1492815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1492815.875000 Penalty: 4640.789062
	Iteration 77Q: 3 clusters Score -1492816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1492816.625000 Penalty: 4640.789062
	Iteration 78Q: 3 clusters Score -1492817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1492818.500000 Penalty: 4640.789062
	Iteration 79Q: 3 clusters Score -1492818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1492828.250000 Penalty: 4640.789062
	Iteration 80F: 3 clusters Score -1492828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1492832.125000 Penalty: 4640.789062
	Iteration 81Q: 3 clusters Score -1492832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1492831.750000 Penalty: 4640.789062
	Iteration 82Q: 3 clusters Score -1492832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1492829.875000 Penalty: 4640.789062
	Iteration 83Q: 3 clusters Score -1492830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1492834.125000 Penalty: 4640.789062
	Iteration 84Q: 3 clusters Score -1492834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1492834.750000 Penalty: 4640.789062
	Iteration 85Q: 3 clusters Score -1492835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1492838.500000 Penalty: 4640.789062
	Iteration 86Q: 3 clusters Score -1492838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1492839.500000 Penalty: 4640.789062
	Iteration 87Q: 3 clusters Score -1492840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1492842.875000 Penalty: 4640.789062
	Iteration 88Q: 3 clusters Score -1492843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1492846.250000 Penalty: 4640.789062
	Iteration 89Q: 3 clusters Score -1492846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1492848.500000 Penalty: 4640.789062
	Iteration 90Q: 3 clusters Score -1492848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1492849.250000 Penalty: 4640.789062
	Iteration 91Q: 3 clusters Score -1492849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1492853.250000 Penalty: 4640.789062
	Iteration 92Q: 3 clusters Score -1492853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1492857.250000 Penalty: 4640.789062
	Iteration 93Q: 3 clusters Score -1492857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1492856.375000 Penalty: 4640.789062
	Iteration 94Q: 3 clusters Score -1492856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1492858.625000 Penalty: 4640.789062
	Iteration 95Q: 3 clusters Score -1492859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1492861.250000 Penalty: 4640.789062
	Iteration 96Q: 3 clusters Score -1492861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1492861.375000 Penalty: 4640.789062
	Iteration 97Q: 3 clusters Score -1492861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1492859.875000 Penalty: 4640.789062
	Iteration 98Q: 3 clusters Score -1492860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1492864.500000 Penalty: 4640.789062
	Iteration 99Q: 3 clusters Score -1492864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1492862.250000 Penalty: 4640.789062
	Iteration 100F: 3 clusters Score -1492862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1492865.125000 Penalty: 4640.789062
	Iteration 101Q: 3 clusters Score -1492865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1492865.875000 Penalty: 4640.789062
	Iteration 102Q: 3 clusters Score -1492866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1492862.750000 Penalty: 4640.789062
	Iteration 103Q: 3 clusters Score -1492863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1492864.250000 Penalty: 4640.789062
	Iteration 104Q: 3 clusters Score -1492864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1492866.375000 Penalty: 4640.789062
	Iteration 105Q: 3 clusters Score -1492866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1492867.875000 Penalty: 4640.789062
	Iteration 106Q: 3 clusters Score -1492868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1492868.875000 Penalty: 4640.789062
	Iteration 107Q: 3 clusters Score -1492869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1492869.000000 Penalty: 4640.789062
	Iteration 108Q: 3 clusters Score -1492869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1492870.750000 Penalty: 4640.789062
	Iteration 109Q: 3 clusters Score -1492871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1492873.875000 Penalty: 4640.789062
	Iteration 110Q: 3 clusters Score -1492874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1492872.875000 Penalty: 4640.789062
	Iteration 111Q: 3 clusters Score -1492873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1492873.875000 Penalty: 4640.789062
	Iteration 112Q: 3 clusters Score -1492874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1492874.750000 Penalty: 4640.789062
	Iteration 113Q: 3 clusters Score -1492875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1492873.750000 Penalty: 4640.789062
	Iteration 114Q: 3 clusters Score -1492874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1492873.500000 Penalty: 4640.789062
	Iteration 115Q: 3 clusters Score -1492874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1492876.250000 Penalty: 4640.789062
	Iteration 116Q: 3 clusters Score -1492876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1492876.875000 Penalty: 4640.789062
	Iteration 117Q: 3 clusters Score -1492877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1492877.625000 Penalty: 4640.789062
	Iteration 118Q: 3 clusters Score -1492878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1492875.250000 Penalty: 4640.789062
	Iteration 119Q: 3 clusters Score -1492875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1492876.500000 Penalty: 4640.789062
	Iteration 120F: 3 clusters Score -1492876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1492878.000000 Penalty: 4640.789062
	Iteration 121Q: 3 clusters Score -1492878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1492880.125000 Penalty: 4640.789062
	Iteration 122Q: 3 clusters Score -1492880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1492879.375000 Penalty: 4640.789062
	Iteration 123Q: 3 clusters Score -1492879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1492879.375000 Penalty: 4640.789062
	Iteration 124Q: 3 clusters Score -1492879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1492883.875000 Penalty: 4640.789062
	Iteration 125Q: 3 clusters Score -1492884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1492888.250000 Penalty: 4640.789062
	Iteration 126Q: 3 clusters Score -1492888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1492888.875000 Penalty: 4640.789062
	Iteration 127Q: 3 clusters Score -1492889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1492894.875000 Penalty: 4640.789062
	Iteration 128Q: 3 clusters Score -1492895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1492896.500000 Penalty: 4640.789062
	Iteration 129Q: 3 clusters Score -1492896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1492899.250000 Penalty: 4640.789062
	Iteration 130Q: 3 clusters Score -1492899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1492897.375000 Penalty: 4640.789062
	Iteration 131Q: 3 clusters Score -1492897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1492899.750000 Penalty: 4640.789062
	Iteration 132Q: 3 clusters Score -1492900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1492898.625000 Penalty: 4640.789062
	Iteration 133Q: 3 clusters Score -1492899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1492901.000000 Penalty: 4640.789062
	Iteration 134Q: 3 clusters Score -1492901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1492903.875000 Penalty: 4640.789062
	Iteration 135Q: 3 clusters Score -1492904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1492906.625000 Penalty: 4640.789062
	Iteration 136Q: 3 clusters Score -1492907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1492899.125000 Penalty: 4640.789062
	Iteration 137Q: 3 clusters Score -1492899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1492901.250000 Penalty: 4640.789062
	Iteration 138Q: 3 clusters Score -1492901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1492900.500000 Penalty: 4640.789062
	Iteration 139Q: 3 clusters Score -1492900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1492900.500000 Penalty: 4640.789062
	Iteration 140F: 3 clusters Score -1492900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Entering Unmasked Estep 
Score: -9000944.000000 Penalty: 2762.710449
	Iteration 0F: 2 clusters Score -9000944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8954558.000000 Penalty: 5525.420898
	Iteration 0F: 3 clusters Score -8954558 nChanged 32250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -8972614.000000 Penalty: 5525.420898
	Iteration 1F: 3 clusters Score -8972614 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8973372.000000 Penalty: 5525.420898
	Iteration 2Q: 3 clusters Score -8973372 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -8974420.000000 Penalty: 5525.420898
	Iteration 3Q: 3 clusters Score -8974420 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -8975919.000000 Penalty: 5525.420898
	Iteration 4Q: 3 clusters Score -8975919 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8978275.000000 Penalty: 5525.420898
	Iteration 5F: 3 clusters Score -8978275 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -8981633.000000 Penalty: 5525.420898
	Iteration 6F: 3 clusters Score -8981633 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8985877.000000 Penalty: 5525.420898
	Iteration 7F: 3 clusters Score -8985877 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -8989751.000000 Penalty: 5525.420898
	Iteration 8F: 3 clusters Score -8989751 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -8992418.000000 Penalty: 5525.420898
	Iteration 9F: 3 clusters Score -8992418 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -8993969.000000 Penalty: 5525.420898
	Iteration 10Q: 3 clusters Score -8993969 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -8994791.000000 Penalty: 5525.420898
	Iteration 11Q: 3 clusters Score -8994791 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -8995392.000000 Penalty: 5525.420898
	Iteration 12Q: 3 clusters Score -8995392 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -8996019.000000 Penalty: 5525.420898
	Iteration 13Q: 3 clusters Score -8996019 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8996682.000000 Penalty: 5525.420898
	Iteration 14Q: 3 clusters Score -8996682 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -8997246.000000 Penalty: 5525.420898
	Iteration 15Q: 3 clusters Score -8997246 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8997779.000000 Penalty: 5525.420898
	Iteration 16Q: 3 clusters Score -8997779 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -8998305.000000 Penalty: 5525.420898
	Iteration 17Q: 3 clusters Score -8998305 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -8998681.000000 Penalty: 5525.420898
	Iteration 18Q: 3 clusters Score -8998681 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8999081.000000 Penalty: 5525.420898
	Iteration 19Q: 3 clusters Score -8999081 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8999380.000000 Penalty: 5525.420898
	Iteration 20F: 3 clusters Score -8999380 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8999593.000000 Penalty: 5525.420898
	Iteration 21Q: 3 clusters Score -8999593 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8999830.000000 Penalty: 5525.420898
	Iteration 22Q: 3 clusters Score -8999830 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -8999943.000000 Penalty: 5525.420898
	Iteration 23Q: 3 clusters Score -8999943 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -9000093.000000 Penalty: 5525.420898
	Iteration 24Q: 3 clusters Score -9000093 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -9000178.000000 Penalty: 5525.420898
	Iteration 25Q: 3 clusters Score -9000178 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -9000229.000000 Penalty: 5525.420898
	Iteration 26Q: 3 clusters Score -9000229 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -9000296.000000 Penalty: 5525.420898
	Iteration 27Q: 3 clusters Score -9000296 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -9000348.000000 Penalty: 5525.420898
	Iteration 28Q: 3 clusters Score -9000348 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -9000411.000000 Penalty: 5525.420898
	Iteration 29Q: 3 clusters Score -9000411 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -9000424.000000 Penalty: 5525.420898
	Iteration 30Q: 3 clusters Score -9000424 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -9000439.000000 Penalty: 5525.420898
	Iteration 31Q: 3 clusters Score -9000439 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -9000459.000000 Penalty: 5525.420898
	Iteration 32Q: 3 clusters Score -9000459 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -9000459.000000 Penalty: 5525.420898
	Iteration 33Q: 3 clusters Score -9000459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -9000454.000000 Penalty: 5525.420898
	Iteration 34Q: 3 clusters Score -9000454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -9000452.000000 Penalty: 5525.420898
	Iteration 35Q: 3 clusters Score -9000452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -9000445.000000 Penalty: 5525.420898
	Iteration 36Q: 3 clusters Score -9000445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -9000450.000000 Penalty: 5525.420898
	Iteration 37Q: 3 clusters Score -9000450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -9000459.000000 Penalty: 5525.420898
	Iteration 38Q: 3 clusters Score -9000459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -9000473.000000 Penalty: 5525.420898
	Iteration 39Q: 3 clusters Score -9000473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -9000486.000000 Penalty: 5525.420898
	Iteration 40F: 3 clusters Score -9000486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -9000502.000000 Penalty: 5525.420898
	Iteration 41Q: 3 clusters Score -9000502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -9000505.000000 Penalty: 5525.420898
	Iteration 42Q: 3 clusters Score -9000505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -9000498.000000 Penalty: 5525.420898
	Iteration 43Q: 3 clusters Score -9000498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -9000507.000000 Penalty: 5525.420898
	Iteration 44Q: 3 clusters Score -9000507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -9000498.000000 Penalty: 5525.420898
	Iteration 45Q: 3 clusters Score -9000498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -9000500.000000 Penalty: 5525.420898
	Iteration 46Q: 3 clusters Score -9000500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -9000501.000000 Penalty: 5525.420898
	Iteration 47Q: 3 clusters Score -9000501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 5525.420898
	Iteration 48Q: 3 clusters Score -9000508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 5525.420898
	Iteration 49Q: 3 clusters Score -9000496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -9000491.000000 Penalty: 5525.420898
	Iteration 50Q: 3 clusters Score -9000491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -9000487.000000 Penalty: 5525.420898
	Iteration 51Q: 3 clusters Score -9000487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -9000494.000000 Penalty: 5525.420898
	Iteration 52Q: 3 clusters Score -9000494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -9000494.000000 Penalty: 5525.420898
	Iteration 53Q: 3 clusters Score -9000494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -9000481.000000 Penalty: 5525.420898
	Iteration 54Q: 3 clusters Score -9000481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -9000476.000000 Penalty: 5525.420898
	Iteration 55Q: 3 clusters Score -9000476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -9000484.000000 Penalty: 5525.420898
	Iteration 56Q: 3 clusters Score -9000484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 5525.420898
	Iteration 57Q: 3 clusters Score -9000508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -9000507.000000 Penalty: 5525.420898
	Iteration 58Q: 3 clusters Score -9000507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -9000501.000000 Penalty: 5525.420898
	Iteration 59Q: 3 clusters Score -9000501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -9000513.000000 Penalty: 5525.420898
	Iteration 60F: 3 clusters Score -9000513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -9000515.000000 Penalty: 5525.420898
	Iteration 61Q: 3 clusters Score -9000515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 5525.420898
	Iteration 62Q: 3 clusters Score -9000496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -9000497.000000 Penalty: 5525.420898
	Iteration 63Q: 3 clusters Score -9000497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 5525.420898
	Iteration 64Q: 3 clusters Score -9000508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -9000487.000000 Penalty: 5525.420898
	Iteration 65Q: 3 clusters Score -9000487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -9000478.000000 Penalty: 5525.420898
	Iteration 66Q: 3 clusters Score -9000478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -9000483.000000 Penalty: 5525.420898
	Iteration 67Q: 3 clusters Score -9000483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -9000485.000000 Penalty: 5525.420898
	Iteration 68Q: 3 clusters Score -9000485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -9000491.000000 Penalty: 5525.420898
	Iteration 69Q: 3 clusters Score -9000491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -9000486.000000 Penalty: 5525.420898
	Iteration 70Q: 3 clusters Score -9000486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 5525.420898
	Iteration 71Q: 3 clusters Score -9000496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -9000492.000000 Penalty: 5525.420898
	Iteration 72Q: 3 clusters Score -9000492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -9000494.000000 Penalty: 5525.420898
	Iteration 73Q: 3 clusters Score -9000494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -9000487.000000 Penalty: 5525.420898
	Iteration 74Q: 3 clusters Score -9000487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -9000491.000000 Penalty: 5525.420898
	Iteration 75Q: 3 clusters Score -9000491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 5525.420898
	Iteration 76Q: 3 clusters Score -9000496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -9000491.000000 Penalty: 5525.420898
	Iteration 77Q: 3 clusters Score -9000491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -9000490.000000 Penalty: 5525.420898
	Iteration 78Q: 3 clusters Score -9000490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -9000488.000000 Penalty: 5525.420898
	Iteration 79Q: 3 clusters Score -9000488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -9000486.000000 Penalty: 5525.420898
	Iteration 80F: 3 clusters Score -9000486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Entering Unmasked Estep 
Score: -5714928.000000 Penalty: 2667.817383
	Iteration 0F: 2 clusters Score -5714928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5683175.000000 Penalty: 5335.634766
	Iteration 0F: 3 clusters Score -5683175 nChanged 21755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5695406.000000 Penalty: 5335.634766
	Iteration 1F: 3 clusters Score -5695406 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5696018.000000 Penalty: 5335.634766
	Iteration 2Q: 3 clusters Score -5696018 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5696558.500000 Penalty: 5335.634766
	Iteration 3Q: 3 clusters Score -5696558 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5697085.500000 Penalty: 5335.634766
	Iteration 4Q: 3 clusters Score -5697086 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5697651.000000 Penalty: 5335.634766
	Iteration 5Q: 3 clusters Score -5697651 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5698344.500000 Penalty: 5335.634766
	Iteration 6Q: 3 clusters Score -5698344 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5699197.000000 Penalty: 5335.634766
	Iteration 7Q: 3 clusters Score -5699197 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5700371.500000 Penalty: 5335.634766
	Iteration 8Q: 3 clusters Score -5700372 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5701850.000000 Penalty: 5335.634766
	Iteration 9F: 3 clusters Score -5701850 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5703740.500000 Penalty: 5335.634766
	Iteration 10F: 3 clusters Score -5703740 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -5705882.500000 Penalty: 5335.634766
	Iteration 11F: 3 clusters Score -5705882 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -5707958.500000 Penalty: 5335.634766
	Iteration 12F: 3 clusters Score -5707958 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -5709876.000000 Penalty: 5335.634766
	Iteration 13Q: 3 clusters Score -5709876 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5711406.000000 Penalty: 5335.634766
	Iteration 14Q: 3 clusters Score -5711406 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5712356.000000 Penalty: 5335.634766
	Iteration 15Q: 3 clusters Score -5712356 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5712967.500000 Penalty: 5335.634766
	Iteration 16Q: 3 clusters Score -5712968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5713310.500000 Penalty: 5335.634766
	Iteration 17Q: 3 clusters Score -5713310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5713535.500000 Penalty: 5335.634766
	Iteration 18Q: 3 clusters Score -5713536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5713653.000000 Penalty: 5335.634766
	Iteration 19Q: 3 clusters Score -5713653 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5713774.000000 Penalty: 5335.634766
	Iteration 20F: 3 clusters Score -5713774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5713872.000000 Penalty: 5335.634766
	Iteration 21Q: 3 clusters Score -5713872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5713937.000000 Penalty: 5335.634766
	Iteration 22Q: 3 clusters Score -5713937 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5714014.500000 Penalty: 5335.634766
	Iteration 23Q: 3 clusters Score -5714014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5714061.500000 Penalty: 5335.634766
	Iteration 24Q: 3 clusters Score -5714062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5714114.500000 Penalty: 5335.634766
	Iteration 25Q: 3 clusters Score -5714114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5714150.500000 Penalty: 5335.634766
	Iteration 26Q: 3 clusters Score -5714150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5714190.500000 Penalty: 5335.634766
	Iteration 27Q: 3 clusters Score -5714190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5714238.500000 Penalty: 5335.634766
	Iteration 28Q: 3 clusters Score -5714238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5714258.500000 Penalty: 5335.634766
	Iteration 29Q: 3 clusters Score -5714258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5714280.000000 Penalty: 5335.634766
	Iteration 30Q: 3 clusters Score -5714280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5714308.500000 Penalty: 5335.634766
	Iteration 31Q: 3 clusters Score -5714308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5714329.000000 Penalty: 5335.634766
	Iteration 32Q: 3 clusters Score -5714329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5714332.000000 Penalty: 5335.634766
	Iteration 33Q: 3 clusters Score -5714332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5714337.000000 Penalty: 5335.634766
	Iteration 34Q: 3 clusters Score -5714337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5714344.000000 Penalty: 5335.634766
	Iteration 35Q: 3 clusters Score -5714344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5714358.000000 Penalty: 5335.634766
	Iteration 36Q: 3 clusters Score -5714358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5714358.000000 Penalty: 5335.634766
	Iteration 37Q: 3 clusters Score -5714358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5714359.000000 Penalty: 5335.634766
	Iteration 38Q: 3 clusters Score -5714359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5714364.000000 Penalty: 5335.634766
	Iteration 39Q: 3 clusters Score -5714364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5714372.500000 Penalty: 5335.634766
	Iteration 40F: 3 clusters Score -5714372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5714380.000000 Penalty: 5335.634766
	Iteration 41Q: 3 clusters Score -5714380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5714380.000000 Penalty: 5335.634766
	Iteration 42Q: 3 clusters Score -5714380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5714382.000000 Penalty: 5335.634766
	Iteration 43Q: 3 clusters Score -5714382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5714386.500000 Penalty: 5335.634766
	Iteration 44Q: 3 clusters Score -5714386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5714380.500000 Penalty: 5335.634766
	Iteration 45Q: 3 clusters Score -5714380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5714377.500000 Penalty: 5335.634766
	Iteration 46Q: 3 clusters Score -5714378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5714380.000000 Penalty: 5335.634766
	Iteration 47Q: 3 clusters Score -5714380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5714380.500000 Penalty: 5335.634766
	Iteration 48Q: 3 clusters Score -5714380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5714379.000000 Penalty: 5335.634766
	Iteration 49Q: 3 clusters Score -5714379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5714379.000000 Penalty: 5335.634766
	Iteration 50F: 3 clusters Score -5714379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -421042.093750 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -421042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -417518.937500 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -417518.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -418328.218750 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -418328.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -418512.781250 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -418512.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -418659.750000 Penalty: 4032.947510
	Iteration 3F: 3 clusters Score -418659.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -418786.125000 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -418786.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -418879.843750 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -418879.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -418956.531250 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -418956.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -419022.718750 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -419022.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419082.531250 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -419082.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419120.375000 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -419120.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -419154.000000 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -419154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -419185.781250 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -419185.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -419217.812500 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -419217.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419247.625000 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -419247.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -419282.156250 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -419282.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419315.687500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -419315.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -419339.250000 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -419339.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -419357.125000 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -419357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -419373.218750 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -419373.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -419385.500000 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -419385.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -419393.656250 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -419393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -419402.062500 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -419402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -419413.031250 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -419413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -419420.406250 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -419420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -419425.062500 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -419425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -419427.406250 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -419427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -419430.406250 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -419430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -419434.562500 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -419434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419436.437500 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -419436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -419436.656250 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -419436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -419438.687500 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -419438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -419439.937500 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -419439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -419440.500000 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -419440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -419441.156250 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -419441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -419441.718750 Penalty: 4032.947510
	Iteration 34Q: 3 clusters Score -419441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -419442.468750 Penalty: 4032.947510
	Iteration 35Q: 3 clusters Score -419442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -419442.125000 Penalty: 4032.947510
	Iteration 36Q: 3 clusters Score -419442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -419442.125000 Penalty: 4032.947510
	Iteration 37F: 3 clusters Score -419442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -994650.250000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -994650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -987704.812500 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -987704.8 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -989716.125000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -989716.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -990044.437500 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -990044.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -990319.375000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -990319.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -990546.000000 Penalty: 4502.210938
	Iteration 4Q: 3 clusters Score -990546 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -990708.937500 Penalty: 4502.210938
	Iteration 5Q: 3 clusters Score -990708.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -990858.937500 Penalty: 4502.210938
	Iteration 6Q: 3 clusters Score -990858.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -990980.812500 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -990980.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -991091.312500 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -991091.3 nChanged 226
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: -991169.437500 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -991169.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -991227.000000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -991227 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -991280.000000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -991280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -991330.437500 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -991330.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -991373.375000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -991373.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -991414.937500 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -991414.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -991457.187500 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -991457.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -991492.250000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -991492.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -991531.687500 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -991531.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -991576.937500 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -991576.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -991626.687500 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -991626.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -991677.625000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -991677.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -991725.562500 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -991725.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -991785.625000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -991785.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -991857.687500 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -991857.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -991949.875000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -991949.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -992079.125000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -992079.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -992241.375000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -992241.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -992423.312500 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -992423.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -992596.125000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -992596.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -992752.250000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -992752.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -992863.687500 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -992863.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -992943.062500 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -992943.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -993007.812500 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -993007.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -993050.000000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -993050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -993088.875000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -993088.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -993117.437500 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -993117.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -993136.000000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -993136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -993154.312500 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -993154.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -993164.687500 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -993164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -993169.125000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -993169.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -993180.250000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -993180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -993189.750000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -993189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -993195.562500 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -993195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -993197.250000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -993197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -993199.125000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -993199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -993200.625000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -993200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -993202.687500 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -993202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -993206.375000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -993206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -993208.250000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -993208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -993209.125000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -993209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -993211.562500 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -993211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -993214.375000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -993214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -993213.750000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -993213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -993214.750000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -993214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -993216.125000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -993216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -993217.437500 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -993217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -993217.437500 Penalty: 4502.210938
	Iteration 56F: 3 clusters Score -993217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -385109.875000 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -385109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -381718.468750 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -381718.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -382402.437500 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -382402.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -382575.937500 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -382575.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -382672.406250 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -382672.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -382731.281250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -382731.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -382765.781250 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -382765.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -382796.218750 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -382796.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -382821.093750 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -382821.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -382832.218750 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -382832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -382845.156250 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -382845.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382854.093750 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -382854.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -382864.062500 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -382864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382875.093750 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -382875.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -382885.750000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -382885.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -382893.125000 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -382893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -382897.375000 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -382897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -382902.250000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -382902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -382910.250000 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -382910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -382914.781250 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -382914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -382917.687500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -382917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -382920.281250 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -382920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -382924.500000 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -382924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -382927.812500 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -382927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -382930.031250 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -382930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -382934.625000 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -382934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -382939.093750 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -382939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -382946.187500 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -382946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -382952.781250 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -382952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382955.750000 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -382955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -382957.125000 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -382957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -382957.125000 Penalty: 3989.975586
	Iteration 30F: 3 clusters Score -382957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -322681.625000 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -322681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319454.656250 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -319454.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -320155.312500 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -320155.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -320331.593750 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -320331.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -320438.031250 Penalty: 3967.174316
	Iteration 3F: 3 clusters Score -320438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -320506.812500 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -320506.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -320564.437500 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -320564.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -320608.437500 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -320608.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -320645.125000 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -320645.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -320678.187500 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -320678.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -320705.750000 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -320705.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -320723.031250 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -320723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -320739.562500 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -320739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -320751.718750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -320751.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -320760.468750 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -320760.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -320773.500000 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -320773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -320787.562500 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -320787.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -320799.375000 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -320799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -320813.593750 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -320813.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -320825.375000 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -320825.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -320836.062500 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -320836.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320841.625000 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -320841.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -320844.343750 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -320844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -320846.468750 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -320846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320848.718750 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -320848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320851.906250 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -320851.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -320856.406250 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -320856.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -320860.718750 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -320860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -320862.625000 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -320862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -320862.875000 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -320862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -320864.156250 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -320864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -320867.000000 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -320867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -320868.781250 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -320868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -320871.062500 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -320871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -320873.781250 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -320873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -320876.843750 Penalty: 3967.174316
	Iteration 34Q: 3 clusters Score -320876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -320879.750000 Penalty: 3967.174316
	Iteration 35Q: 3 clusters Score -320879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -320883.093750 Penalty: 3967.174316
	Iteration 36Q: 3 clusters Score -320883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320885.093750 Penalty: 3967.174316
	Iteration 37Q: 3 clusters Score -320885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320888.031250 Penalty: 3967.174316
	Iteration 38Q: 3 clusters Score -320888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -320892.468750 Penalty: 3967.174316
	Iteration 39Q: 3 clusters Score -320892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -320894.406250 Penalty: 3967.174316
	Iteration 40F: 3 clusters Score -320894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -320895.125000 Penalty: 3967.174316
	Iteration 41Q: 3 clusters Score -320895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -320895.125000 Penalty: 3967.174316
	Iteration 42F: 3 clusters Score -320895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -163785.687500 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -163785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161467.640625 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -161467.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162075.500000 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -162075.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162332.812500 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -162332.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162503.656250 Penalty: 3694.373535
	Iteration 3F: 3 clusters Score -162503.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162808.703125 Penalty: 3694.373535
	Iteration 4F: 3 clusters Score -162808.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163014.609375 Penalty: 3694.373535
	Iteration 5F: 3 clusters Score -163014.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163158.609375 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -163158.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163248.078125 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -163248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163281.578125 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -163281.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163297.671875 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -163297.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163309.953125 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -163310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163315.453125 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -163315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163318.656250 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -163318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163320.703125 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -163320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163321.609375 Penalty: 3694.373535
	Iteration 14Q: 3 clusters Score -163321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163322.906250 Penalty: 3694.373535
	Iteration 15Q: 3 clusters Score -163322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163325.000000 Penalty: 3694.373535
	Iteration 16Q: 3 clusters Score -163325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163327.015625 Penalty: 3694.373535
	Iteration 17Q: 3 clusters Score -163327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163328.062500 Penalty: 3694.373535
	Iteration 18Q: 3 clusters Score -163328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163328.859375 Penalty: 3694.373535
	Iteration 19Q: 3 clusters Score -163328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163328.859375 Penalty: 3694.373535
	Iteration 20F: 3 clusters Score -163328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1331647.250000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -1331647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1323444.000000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -1323444 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1326071.125000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -1326071 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1326449.000000 Penalty: 4610.754395
	Iteration 2F: 3 clusters Score -1326449 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1326690.125000 Penalty: 4610.754395
	Iteration 3F: 3 clusters Score -1326690 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1326874.625000 Penalty: 4610.754395
	Iteration 4Q: 3 clusters Score -1326875 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1327030.000000 Penalty: 4610.754395
	Iteration 5Q: 3 clusters Score -1327030 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1327184.625000 Penalty: 4610.754395
	Iteration 6Q: 3 clusters Score -1327185 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1327331.750000 Penalty: 4610.754395
	Iteration 7Q: 3 clusters Score -1327332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1327470.875000 Penalty: 4610.754395
	Iteration 8Q: 3 clusters Score -1327471 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1327626.250000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -1327626 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1327781.000000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -1327781 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1327917.625000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -1327918 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1328078.250000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -1328078 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1328249.125000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -1328249 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1328431.500000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -1328432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1328622.250000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -1328622 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1328785.500000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -1328786 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1328933.000000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -1328933 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1329055.875000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -1329056 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1329181.375000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -1329181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1329267.500000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -1329268 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1329334.125000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -1329334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1329394.750000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -1329395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1329452.875000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -1329453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1329497.500000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -1329498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1329525.625000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -1329526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1329548.750000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -1329549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1329566.625000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -1329567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1329579.250000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -1329579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1329591.125000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -1329591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1329600.250000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -1329600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1329607.250000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -1329607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1329610.500000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -1329610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1329613.500000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -1329614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1329619.750000 Penalty: 4610.754395
	Iteration 34Q: 3 clusters Score -1329620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1329625.375000 Penalty: 4610.754395
	Iteration 35Q: 3 clusters Score -1329625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1329634.000000 Penalty: 4610.754395
	Iteration 36Q: 3 clusters Score -1329634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1329645.125000 Penalty: 4610.754395
	Iteration 37Q: 3 clusters Score -1329645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1329655.250000 Penalty: 4610.754395
	Iteration 38Q: 3 clusters Score -1329655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1329660.000000 Penalty: 4610.754395
	Iteration 39Q: 3 clusters Score -1329660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1329663.750000 Penalty: 4610.754395
	Iteration 40F: 3 clusters Score -1329664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1329670.625000 Penalty: 4610.754395
	Iteration 41Q: 3 clusters Score -1329671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1329671.625000 Penalty: 4610.754395
	Iteration 42Q: 3 clusters Score -1329672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1329671.750000 Penalty: 4610.754395
	Iteration 43Q: 3 clusters Score -1329672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1329675.250000 Penalty: 4610.754395
	Iteration 44Q: 3 clusters Score -1329675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1329676.875000 Penalty: 4610.754395
	Iteration 45Q: 3 clusters Score -1329677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1329675.875000 Penalty: 4610.754395
	Iteration 46Q: 3 clusters Score -1329676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1329676.625000 Penalty: 4610.754395
	Iteration 47Q: 3 clusters Score -1329677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1329676.625000 Penalty: 4610.754395
	Iteration 48F: 3 clusters Score -1329677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Entering Unmasked Estep 
Score: -2383094.750000 Penalty: 2430.431152
	Iteration 0F: 2 clusters Score -2383095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2370217.000000 Penalty: 4860.862305
	Iteration 0F: 3 clusters Score -2370217 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2374668.250000 Penalty: 4860.862305
	Iteration 1F: 3 clusters Score -2374668 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2375121.500000 Penalty: 4860.862305
	Iteration 2F: 3 clusters Score -2375122 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2375568.250000 Penalty: 4860.862305
	Iteration 3F: 3 clusters Score -2375568 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2376119.750000 Penalty: 4860.862305
	Iteration 4F: 3 clusters Score -2376120 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2376863.000000 Penalty: 4860.862305
	Iteration 5F: 3 clusters Score -2376863 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2377748.750000 Penalty: 4860.862305
	Iteration 6F: 3 clusters Score -2377749 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2378643.250000 Penalty: 4860.862305
	Iteration 7F: 3 clusters Score -2378643 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2379506.500000 Penalty: 4860.862305
	Iteration 8F: 3 clusters Score -2379506 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2380154.000000 Penalty: 4860.862305
	Iteration 9Q: 3 clusters Score -2380154 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2380605.250000 Penalty: 4860.862305
	Iteration 10Q: 3 clusters Score -2380605 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2380895.500000 Penalty: 4860.862305
	Iteration 11Q: 3 clusters Score -2380896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2381069.750000 Penalty: 4860.862305
	Iteration 12Q: 3 clusters Score -2381070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2381165.250000 Penalty: 4860.862305
	Iteration 13Q: 3 clusters Score -2381165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2381212.750000 Penalty: 4860.862305
	Iteration 14Q: 3 clusters Score -2381213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2381247.250000 Penalty: 4860.862305
	Iteration 15Q: 3 clusters Score -2381247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2381256.000000 Penalty: 4860.862305
	Iteration 16Q: 3 clusters Score -2381256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2381265.250000 Penalty: 4860.862305
	Iteration 17Q: 3 clusters Score -2381265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2381271.250000 Penalty: 4860.862305
	Iteration 18Q: 3 clusters Score -2381271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2381281.750000 Penalty: 4860.862305
	Iteration 19Q: 3 clusters Score -2381282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2381290.500000 Penalty: 4860.862305
	Iteration 20F: 3 clusters Score -2381290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2381293.000000 Penalty: 4860.862305
	Iteration 21Q: 3 clusters Score -2381293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2381291.500000 Penalty: 4860.862305
	Iteration 22Q: 3 clusters Score -2381292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2381298.500000 Penalty: 4860.862305
	Iteration 23Q: 3 clusters Score -2381298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2381305.500000 Penalty: 4860.862305
	Iteration 24Q: 3 clusters Score -2381306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2381309.750000 Penalty: 4860.862305
	Iteration 25Q: 3 clusters Score -2381310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2381308.500000 Penalty: 4860.862305
	Iteration 26Q: 3 clusters Score -2381308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2381310.250000 Penalty: 4860.862305
	Iteration 27Q: 3 clusters Score -2381310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2381327.250000 Penalty: 4860.862305
	Iteration 28Q: 3 clusters Score -2381327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2381331.750000 Penalty: 4860.862305
	Iteration 29Q: 3 clusters Score -2381332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2381335.000000 Penalty: 4860.862305
	Iteration 30Q: 3 clusters Score -2381335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2381336.500000 Penalty: 4860.862305
	Iteration 31Q: 3 clusters Score -2381336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2381341.250000 Penalty: 4860.862305
	Iteration 32Q: 3 clusters Score -2381341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2381345.750000 Penalty: 4860.862305
	Iteration 33Q: 3 clusters Score -2381346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2381345.000000 Penalty: 4860.862305
	Iteration 34Q: 3 clusters Score -2381345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2381346.000000 Penalty: 4860.862305
	Iteration 35Q: 3 clusters Score -2381346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2381346.000000 Penalty: 4860.862305
	Iteration 36F: 3 clusters Score -2381346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65357.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -65357.78 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 317 members 
Entering Unmasked Estep 
Score: -63792.273438 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -63792.27 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64203.558594 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64203.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64354.550781 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -64354.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64423.722656 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -64423.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64468.031250 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -64468.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64514.125000 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -64514.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64528.800781 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64538.996094 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64544.382812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64544.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64553.003906 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64560.648438 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -64560.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64565.414062 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -64565.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64570.074219 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -64570.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64579.261719 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -64579.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64596.468750 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -64596.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64651.519531 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -64651.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64763.507812 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -64763.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64896.480469 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -64896.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64974.382812 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -64974.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65059.070312 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -65059.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65122.269531 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -65122.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65341.949219 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -65341.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65509.652344 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -65509.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65545.929688 Penalty: 3204.888184
	Iteration 23Q: 3 clusters Score -65545.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65566.945312 Penalty: 3204.888184
	Iteration 24Q: 3 clusters Score -65566.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65615.843750 Penalty: 3204.888184
	Iteration 25Q: 3 clusters Score -65615.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65662.148438 Penalty: 3204.888184
	Iteration 26Q: 3 clusters Score -65662.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65722.757812 Penalty: 3204.888184
	Iteration 27Q: 3 clusters Score -65722.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65766.484375 Penalty: 3204.888184
	Iteration 28Q: 3 clusters Score -65766.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65792.000000 Penalty: 3204.888184
	Iteration 29Q: 3 clusters Score -65792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65794.843750 Penalty: 3204.888184
	Iteration 30Q: 3 clusters Score -65794.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65799.929688 Penalty: 3204.888184
	Iteration 31F: 3 clusters Score -65799.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65813.281250 Penalty: 3204.888184
	Iteration 32Q: 3 clusters Score -65813.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65825.820312 Penalty: 3204.888184
	Iteration 33Q: 3 clusters Score -65825.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65827.039062 Penalty: 3204.888184
	Iteration 34Q: 3 clusters Score -65827.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65827.039062 Penalty: 3204.888184
	Iteration 35F: 3 clusters Score -65827.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 42108 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 482 members 
Entering Unmasked Estep 
Score: -104951920.000000 Penalty: 121784.320312
Splitting cluster 30 changes total score from -104952768.000000 to -104951920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (42108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Entering Unmasked Estep 
Score: -5545378.500000 Penalty: 2640.702393
	Iteration 0F: 2 clusters Score -5545378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5516788.500000 Penalty: 5281.404785
	Iteration 0F: 3 clusters Score -5516788 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5527414.000000 Penalty: 5281.404785
	Iteration 1F: 3 clusters Score -5527414 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5528071.500000 Penalty: 5281.404785
	Iteration 2Q: 3 clusters Score -5528072 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5528667.500000 Penalty: 5281.404785
	Iteration 3Q: 3 clusters Score -5528668 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -5529345.000000 Penalty: 5281.404785
	Iteration 4Q: 3 clusters Score -5529345 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5530100.000000 Penalty: 5281.404785
	Iteration 5Q: 3 clusters Score -5530100 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5531073.500000 Penalty: 5281.404785
	Iteration 6Q: 3 clusters Score -5531074 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5532271.500000 Penalty: 5281.404785
	Iteration 7Q: 3 clusters Score -5532272 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5534004.500000 Penalty: 5281.404785
	Iteration 8F: 3 clusters Score -5534004 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5536223.000000 Penalty: 5281.404785
	Iteration 9F: 3 clusters Score -5536223 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5538708.500000 Penalty: 5281.404785
	Iteration 10F: 3 clusters Score -5538708 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5540510.500000 Penalty: 5281.404785
	Iteration 11F: 3 clusters Score -5540510 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5541415.500000 Penalty: 5281.404785
	Iteration 12Q: 3 clusters Score -5541416 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5541872.500000 Penalty: 5281.404785
	Iteration 13Q: 3 clusters Score -5541872 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5542082.500000 Penalty: 5281.404785
	Iteration 14Q: 3 clusters Score -5542082 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5542252.000000 Penalty: 5281.404785
	Iteration 15Q: 3 clusters Score -5542252 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -5542387.000000 Penalty: 5281.404785
	Iteration 16Q: 3 clusters Score -5542387 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5542474.000000 Penalty: 5281.404785
	Iteration 17Q: 3 clusters Score -5542474 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -5542552.500000 Penalty: 5281.404785
	Iteration 18Q: 3 clusters Score -5542552 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5542620.500000 Penalty: 5281.404785
	Iteration 19Q: 3 clusters Score -5542620 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -5542646.000000 Penalty: 5281.404785
	Iteration 20F: 3 clusters Score -5542646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5542675.000000 Penalty: 5281.404785
	Iteration 21Q: 3 clusters Score -5542675 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5542693.000000 Penalty: 5281.404785
	Iteration 22Q: 3 clusters Score -5542693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5542738.000000 Penalty: 5281.404785
	Iteration 23Q: 3 clusters Score -5542738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -5542750.000000 Penalty: 5281.404785
	Iteration 24Q: 3 clusters Score -5542750 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5542769.000000 Penalty: 5281.404785
	Iteration 25Q: 3 clusters Score -5542769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5542790.500000 Penalty: 5281.404785
	Iteration 26Q: 3 clusters Score -5542790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5542810.500000 Penalty: 5281.404785
	Iteration 27Q: 3 clusters Score -5542810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5542840.000000 Penalty: 5281.404785
	Iteration 28Q: 3 clusters Score -5542840 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5542861.500000 Penalty: 5281.404785
	Iteration 29Q: 3 clusters Score -5542862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5542895.500000 Penalty: 5281.404785
	Iteration 30Q: 3 clusters Score -5542896 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5542938.000000 Penalty: 5281.404785
	Iteration 31Q: 3 clusters Score -5542938 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5542956.000000 Penalty: 5281.404785
	Iteration 32Q: 3 clusters Score -5542956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5542981.000000 Penalty: 5281.404785
	Iteration 33Q: 3 clusters Score -5542981 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5543027.000000 Penalty: 5281.404785
	Iteration 34Q: 3 clusters Score -5543027 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -5543078.500000 Penalty: 5281.404785
	Iteration 35Q: 3 clusters Score -5543078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5543154.000000 Penalty: 5281.404785
	Iteration 36Q: 3 clusters Score -5543154 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -5543180.000000 Penalty: 5281.404785
	Iteration 37Q: 3 clusters Score -5543180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5543261.000000 Penalty: 5281.404785
	Iteration 38Q: 3 clusters Score -5543261 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5543359.000000 Penalty: 5281.404785
	Iteration 39Q: 3 clusters Score -5543359 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5543498.000000 Penalty: 5281.404785
	Iteration 40F: 3 clusters Score -5543498 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -5543732.500000 Penalty: 5281.404785
	Iteration 41Q: 3 clusters Score -5543732 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5544017.000000 Penalty: 5281.404785
	Iteration 42Q: 3 clusters Score -5544017 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5544389.000000 Penalty: 5281.404785
	Iteration 43Q: 3 clusters Score -5544389 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5544964.000000 Penalty: 5281.404785
	Iteration 44Q: 3 clusters Score -5544964 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -5545544.000000 Penalty: 5281.404785
	Iteration 45Q: 3 clusters Score -5545544 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5545873.500000 Penalty: 5281.404785
	Iteration 46Q: 3 clusters Score -5545874 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -5546063.500000 Penalty: 5281.404785
	Iteration 47Q: 3 clusters Score -5546064 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5546188.500000 Penalty: 5281.404785
	Iteration 48Q: 3 clusters Score -5546188 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5546252.500000 Penalty: 5281.404785
	Iteration 49Q: 3 clusters Score -5546252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5546313.000000 Penalty: 5281.404785
	Iteration 50Q: 3 clusters Score -5546313 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5546320.500000 Penalty: 5281.404785
	Iteration 51Q: 3 clusters Score -5546320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5546314.000000 Penalty: 5281.404785
	Iteration 52Q: 3 clusters Score -5546314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5546316.500000 Penalty: 5281.404785
	Iteration 53Q: 3 clusters Score -5546316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5546360.000000 Penalty: 5281.404785
	Iteration 54Q: 3 clusters Score -5546360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5546380.000000 Penalty: 5281.404785
	Iteration 55Q: 3 clusters Score -5546380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5546365.000000 Penalty: 5281.404785
	Iteration 56Q: 3 clusters Score -5546365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5546372.000000 Penalty: 5281.404785
	Iteration 57Q: 3 clusters Score -5546372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5546369.000000 Penalty: 5281.404785
	Iteration 58Q: 3 clusters Score -5546369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5546374.000000 Penalty: 5281.404785
	Iteration 59Q: 3 clusters Score -5546374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5546372.000000 Penalty: 5281.404785
	Iteration 60F: 3 clusters Score -5546372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5546381.000000 Penalty: 5281.404785
	Iteration 61Q: 3 clusters Score -5546381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -5546380.000000 Penalty: 5281.404785
	Iteration 62Q: 3 clusters Score -5546380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5546373.000000 Penalty: 5281.404785
	Iteration 63Q: 3 clusters Score -5546373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5546372.500000 Penalty: 5281.404785
	Iteration 64Q: 3 clusters Score -5546372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5546379.000000 Penalty: 5281.404785
	Iteration 65Q: 3 clusters Score -5546379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5546382.500000 Penalty: 5281.404785
	Iteration 66Q: 3 clusters Score -5546382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5546386.500000 Penalty: 5281.404785
	Iteration 67Q: 3 clusters Score -5546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5546385.000000 Penalty: 5281.404785
	Iteration 68Q: 3 clusters Score -5546385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5546382.500000 Penalty: 5281.404785
	Iteration 69Q: 3 clusters Score -5546382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5546382.000000 Penalty: 5281.404785
	Iteration 70Q: 3 clusters Score -5546382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5546377.500000 Penalty: 5281.404785
	Iteration 71Q: 3 clusters Score -5546378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5546378.500000 Penalty: 5281.404785
	Iteration 72Q: 3 clusters Score -5546378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5546375.500000 Penalty: 5281.404785
	Iteration 73Q: 3 clusters Score -5546376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5546369.500000 Penalty: 5281.404785
	Iteration 74Q: 3 clusters Score -5546370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5546367.000000 Penalty: 5281.404785
	Iteration 75Q: 3 clusters Score -5546367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5546378.000000 Penalty: 5281.404785
	Iteration 76Q: 3 clusters Score -5546378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5546376.000000 Penalty: 5281.404785
	Iteration 77Q: 3 clusters Score -5546376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5546367.500000 Penalty: 5281.404785
	Iteration 78Q: 3 clusters Score -5546368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5546375.500000 Penalty: 5281.404785
	Iteration 79Q: 3 clusters Score -5546376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5546380.500000 Penalty: 5281.404785
	Iteration 80F: 3 clusters Score -5546380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15949 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 26159 members 
Entering Unmasked Estep 
Score: -104953360.000000 Penalty: 121784.320312
Splitting cluster 31 changes total score from -104952768.000000 to -104953360.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 32 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -481958.093750 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -481958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478087.125000 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -478087.1 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -478846.531250 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -478846.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -479033.156250 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -479033.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -479158.281250 Penalty: 4104.965332
	Iteration 3F: 3 clusters Score -479158.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -479238.000000 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -479238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479295.937500 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -479295.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -479330.187500 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -479330.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -479357.781250 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -479357.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -479374.781250 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -479374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -479390.500000 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -479390.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -479406.750000 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -479406.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -479422.437500 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -479422.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -479441.625000 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -479441.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -479456.750000 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -479456.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -479469.156250 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -479469.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -479483.781250 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -479483.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -479498.812500 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -479498.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -479514.281250 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -479514.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -479535.500000 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -479535.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -479567.406250 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -479567.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -479591.625000 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -479591.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -479617.812500 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -479617.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -479647.875000 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -479647.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -479672.312500 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -479672.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -479699.750000 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -479699.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -479731.593750 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -479731.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -479754.625000 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -479754.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -479779.406250 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -479779.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -479807.468750 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -479807.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479841.031250 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -479841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -479888.062500 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -479888.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -479927.593750 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -479927.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -479963.968750 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -479964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -479995.968750 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -479996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -480020.937500 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -480020.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -480047.218750 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -480047.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -480072.656250 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -480072.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -480090.562500 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -480090.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -480118.218750 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -480118.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -480133.531250 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -480133.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -480149.593750 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -480149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -480170.343750 Penalty: 4104.965332
	Iteration 41Q: 3 clusters Score -480170.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -480187.156250 Penalty: 4104.965332
	Iteration 42Q: 3 clusters Score -480187.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -480201.250000 Penalty: 4104.965332
	Iteration 43Q: 3 clusters Score -480201.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -480218.093750 Penalty: 4104.965332
	Iteration 44Q: 3 clusters Score -480218.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -480232.281250 Penalty: 4104.965332
	Iteration 45Q: 3 clusters Score -480232.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -480247.687500 Penalty: 4104.965332
	Iteration 46Q: 3 clusters Score -480247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -480258.625000 Penalty: 4104.965332
	Iteration 47Q: 3 clusters Score -480258.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -480271.656250 Penalty: 4104.965332
	Iteration 48Q: 3 clusters Score -480271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -480280.281250 Penalty: 4104.965332
	Iteration 49Q: 3 clusters Score -480280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -480286.375000 Penalty: 4104.965332
	Iteration 50Q: 3 clusters Score -480286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -480290.031250 Penalty: 4104.965332
	Iteration 51Q: 3 clusters Score -480290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -480293.593750 Penalty: 4104.965332
	Iteration 52Q: 3 clusters Score -480293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -480296.343750 Penalty: 4104.965332
	Iteration 53Q: 3 clusters Score -480296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -480296.062500 Penalty: 4104.965332
	Iteration 54Q: 3 clusters Score -480296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -480297.562500 Penalty: 4104.965332
	Iteration 55Q: 3 clusters Score -480297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -480297.875000 Penalty: 4104.965332
	Iteration 56Q: 3 clusters Score -480297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -480298.250000 Penalty: 4104.965332
	Iteration 57Q: 3 clusters Score -480298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -480298.250000 Penalty: 4104.965332
	Iteration 58F: 3 clusters Score -480298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1907595.125000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1907595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1897064.875000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1897065 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1900398.625000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1900399 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1900731.250000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1900731 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1900962.625000 Penalty: 4751.356934
	Iteration 3Q: 3 clusters Score -1900963 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1901133.875000 Penalty: 4751.356934
	Iteration 4Q: 3 clusters Score -1901134 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1901312.250000 Penalty: 4751.356934
	Iteration 5Q: 3 clusters Score -1901312 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1901502.375000 Penalty: 4751.356934
	Iteration 6Q: 3 clusters Score -1901502 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1901721.250000 Penalty: 4751.356934
	Iteration 7Q: 3 clusters Score -1901721 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1901983.000000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1901983 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1902311.125000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1902311 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1902678.125000 Penalty: 4751.356934
	Iteration 10Q: 3 clusters Score -1902678 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1903149.750000 Penalty: 4751.356934
	Iteration 11Q: 3 clusters Score -1903150 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1903705.125000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1903705 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1904216.875000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1904217 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1904636.500000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1904636 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1904961.750000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1904962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1905180.250000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1905180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1905286.750000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1905287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1905358.625000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1905359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1905404.625000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1905405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1905435.625000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1905436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1905461.000000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1905461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1905481.250000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1905481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1905497.500000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1905498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1905506.125000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1905506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1905514.000000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1905514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1905519.500000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1905520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1905521.250000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1905521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1905525.000000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1905525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1905531.500000 Penalty: 4751.356934
	Iteration 29Q: 3 clusters Score -1905532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1905538.875000 Penalty: 4751.356934
	Iteration 30Q: 3 clusters Score -1905539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1905552.000000 Penalty: 4751.356934
	Iteration 31Q: 3 clusters Score -1905552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1905556.500000 Penalty: 4751.356934
	Iteration 32Q: 3 clusters Score -1905556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1905565.375000 Penalty: 4751.356934
	Iteration 33Q: 3 clusters Score -1905565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1905571.000000 Penalty: 4751.356934
	Iteration 34Q: 3 clusters Score -1905571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1905576.125000 Penalty: 4751.356934
	Iteration 35Q: 3 clusters Score -1905576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1905582.625000 Penalty: 4751.356934
	Iteration 36Q: 3 clusters Score -1905583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1905584.500000 Penalty: 4751.356934
	Iteration 37Q: 3 clusters Score -1905584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1905583.875000 Penalty: 4751.356934
	Iteration 38Q: 3 clusters Score -1905584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1905583.875000 Penalty: 4751.356934
	Iteration 39F: 3 clusters Score -1905584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24971 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 350083 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 68869 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18036 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15949 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104957224.000000 Penalty: 121784.320312
Iteration 119Q: 37 clusters Score -1.049572e+08 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 24997 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 19271 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 351836 members 
Mstep: Class 17 contains 43966 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18961 members 
Mstep: Class 20 contains 11571 members 
Mstep: Class 21 contains 69159 members 
Mstep: Class 22 contains 47080 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 18104 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15619 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14480 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104960976.000000 Penalty: 121784.320312
Iteration 120F: 37 clusters Score -1.04961e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 10643 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24999 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 19189 members 
Mstep: Class 10 contains 43005 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 351746 members 
Mstep: Class 17 contains 44029 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18948 members 
Mstep: Class 20 contains 11584 members 
Mstep: Class 21 contains 69245 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 8780 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 2974 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 18065 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15436 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14466 members 
Mstep: Class 34 contains 6437 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104962536.000000 Penalty: 121784.320312
Iteration 121Q: 37 clusters Score -1.049625e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 25001 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 19173 members 
Mstep: Class 10 contains 42902 members 
Mstep: Class 11 contains 10796 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 351753 members 
Mstep: Class 17 contains 44045 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 11594 members 
Mstep: Class 21 contains 69264 members 
Mstep: Class 22 contains 47165 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 1715 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 18041 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15350 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14474 members 
Mstep: Class 34 contains 6425 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963264.000000 Penalty: 121784.320312
Iteration 122Q: 37 clusters Score -1.049633e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 24984 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 19150 members 
Mstep: Class 10 contains 42805 members 
Mstep: Class 11 contains 10941 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 351853 members 
Mstep: Class 17 contains 44038 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 69247 members 
Mstep: Class 22 contains 47209 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 18003 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15297 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14485 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963736.000000 Penalty: 121784.320312
Iteration 123Q: 37 clusters Score -1.049637e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 24980 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 19146 members 
Mstep: Class 10 contains 42704 members 
Mstep: Class 11 contains 11090 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 351985 members 
Mstep: Class 17 contains 44015 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 11621 members 
Mstep: Class 21 contains 69259 members 
Mstep: Class 22 contains 47257 members 
Mstep: Class 23 contains 3438 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 17972 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15200 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14480 members 
Mstep: Class 34 contains 6398 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963712.000000 Penalty: 121784.320312
Iteration 124Q: 37 clusters Score -1.049637e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 10624 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 24972 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 19134 members 
Mstep: Class 10 contains 42574 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8209 members 
Mstep: Class 16 contains 352096 members 
Mstep: Class 17 contains 43999 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18879 members 
Mstep: Class 20 contains 11634 members 
Mstep: Class 21 contains 69254 members 
Mstep: Class 22 contains 47333 members 
Mstep: Class 23 contains 3446 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 2973 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 17967 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15139 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963704.000000 Penalty: 121784.320312
Iteration 125Q: 37 clusters Score -1.049637e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 24955 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 19130 members 
Mstep: Class 10 contains 42449 members 
Mstep: Class 11 contains 11361 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 352279 members 
Mstep: Class 17 contains 43986 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 21 contains 69231 members 
Mstep: Class 22 contains 47406 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2974 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 17949 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 15070 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14482 members 
Mstep: Class 34 contains 6369 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963872.000000 Penalty: 121784.320312
Iteration 126Q: 37 clusters Score -1.049639e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 10627 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24933 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 19131 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8197 members 
Mstep: Class 16 contains 352409 members 
Mstep: Class 17 contains 43966 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 11675 members 
Mstep: Class 21 contains 69201 members 
Mstep: Class 22 contains 47477 members 
Mstep: Class 23 contains 3458 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2974 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 17946 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14995 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14478 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964024.000000 Penalty: 121784.320312
Iteration 127Q: 37 clusters Score -1.04964e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 10631 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 24915 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 19133 members 
Mstep: Class 10 contains 42262 members 
Mstep: Class 11 contains 11610 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 352555 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 69198 members 
Mstep: Class 22 contains 47528 members 
Mstep: Class 23 contains 3460 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 17938 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14913 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14466 members 
Mstep: Class 34 contains 6355 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963840.000000 Penalty: 121784.320312
Iteration 128Q: 37 clusters Score -1.049638e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 10632 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 24896 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 19122 members 
Mstep: Class 10 contains 42154 members 
Mstep: Class 11 contains 11742 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8189 members 
Mstep: Class 16 contains 352685 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18791 members 
Mstep: Class 20 contains 11707 members 
Mstep: Class 21 contains 69192 members 
Mstep: Class 22 contains 47600 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 17928 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14854 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14457 members 
Mstep: Class 34 contains 6343 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963632.000000 Penalty: 121784.320312
Iteration 129Q: 37 clusters Score -1.049636e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 24884 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 19116 members 
Mstep: Class 10 contains 42081 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 352789 members 
Mstep: Class 17 contains 43941 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18782 members 
Mstep: Class 20 contains 11716 members 
Mstep: Class 21 contains 69170 members 
Mstep: Class 22 contains 47662 members 
Mstep: Class 23 contains 3475 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 17927 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14820 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 14449 members 
Mstep: Class 34 contains 6337 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 37 clusters Score -1.049638e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 24869 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 19115 members 
Mstep: Class 10 contains 42020 members 
Mstep: Class 11 contains 11970 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 352883 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18759 members 
Mstep: Class 20 contains 11729 members 
Mstep: Class 21 contains 69161 members 
Mstep: Class 22 contains 47732 members 
Mstep: Class 23 contains 3486 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2963 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 10889 members 
Mstep: Class 29 contains 17918 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14784 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14446 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25033 members 
Entering Unmasked Estep 
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Iteration 131Q: 37 clusters Score -1.049636e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 24859 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 19109 members 
Mstep: Class 10 contains 41953 members 
Mstep: Class 11 contains 12088 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8178 members 
Mstep: Class 16 contains 352981 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18745 members 
Mstep: Class 20 contains 11741 members 
Mstep: Class 21 contains 69168 members 
Mstep: Class 22 contains 47795 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 8793 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2962 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14747 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14440 members 
Mstep: Class 34 contains 6324 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25021 members 
Entering Unmasked Estep 
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Score: -104963736.000000 Penalty: 121784.320312
Iteration 132Q: 37 clusters Score -1.049637e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 24844 members 
Mstep: Class 5 contains 9985 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 19115 members 
Mstep: Class 10 contains 41909 members 
Mstep: Class 11 contains 12184 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 16 contains 353072 members 
Mstep: Class 17 contains 43925 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18728 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 69179 members 
Mstep: Class 22 contains 47838 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 8796 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 17863 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14699 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14433 members 
Mstep: Class 34 contains 6327 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25020 members 
Entering Unmasked Estep 
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Iteration 133Q: 37 clusters Score -1.049639e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 24830 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 19125 members 
Mstep: Class 10 contains 41833 members 
Mstep: Class 11 contains 12292 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 353183 members 
Mstep: Class 17 contains 43921 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18723 members 
Mstep: Class 20 contains 11791 members 
Mstep: Class 21 contains 69171 members 
Mstep: Class 22 contains 47878 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 8797 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 17836 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14657 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6325 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 25005 members 
Entering Unmasked Estep 
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Iteration 134Q: 37 clusters Score -1.04964e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 10613 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 24828 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 19139 members 
Mstep: Class 10 contains 41753 members 
Mstep: Class 11 contains 12380 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 353301 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18711 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 69150 members 
Mstep: Class 22 contains 47916 members 
Mstep: Class 23 contains 3502 members 
Mstep: Class 24 contains 8801 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 17813 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14625 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14416 members 
Mstep: Class 34 contains 6317 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24996 members 
Entering Unmasked Estep 
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Iteration 135Q: 37 clusters Score -1.049639e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24826 members 
Mstep: Class 5 contains 10047 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 19150 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 353407 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18689 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 69126 members 
Mstep: Class 22 contains 47953 members 
Mstep: Class 23 contains 3512 members 
Mstep: Class 24 contains 8802 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 1646 members 
Mstep: Class 28 contains 10888 members 
Mstep: Class 29 contains 17782 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14608 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14410 members 
Mstep: Class 34 contains 6311 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24997 members 
Entering Unmasked Estep 
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Iteration 136Q: 37 clusters Score -1.049638e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 24822 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 19150 members 
Mstep: Class 10 contains 41575 members 
Mstep: Class 11 contains 12587 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8167 members 
Mstep: Class 16 contains 353507 members 
Mstep: Class 17 contains 43908 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18677 members 
Mstep: Class 20 contains 11859 members 
Mstep: Class 21 contains 69096 members 
Mstep: Class 22 contains 48021 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 8804 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 10888 members 
Mstep: Class 29 contains 17761 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14586 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14415 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24984 members 
Entering Unmasked Estep 
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Iteration 137Q: 37 clusters Score -1.04964e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 24818 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 19151 members 
Mstep: Class 10 contains 41474 members 
Mstep: Class 11 contains 12693 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 353610 members 
Mstep: Class 17 contains 43908 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18668 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 69054 members 
Mstep: Class 22 contains 48083 members 
Mstep: Class 23 contains 3531 members 
Mstep: Class 24 contains 8804 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 10889 members 
Mstep: Class 29 contains 17753 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14569 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14407 members 
Mstep: Class 34 contains 6296 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24973 members 
Entering Unmasked Estep 
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Iteration 138Q: 37 clusters Score -1.049639e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 24807 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 19158 members 
Mstep: Class 10 contains 41388 members 
Mstep: Class 11 contains 12788 members 
Mstep: Class 12 contains 3784 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 353701 members 
Mstep: Class 17 contains 43907 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18673 members 
Mstep: Class 20 contains 11901 members 
Mstep: Class 21 contains 69029 members 
Mstep: Class 22 contains 48117 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 10888 members 
Mstep: Class 29 contains 17737 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14561 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14403 members 
Mstep: Class 34 contains 6292 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24960 members 
Entering Unmasked Estep 
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Iteration 139Q: 37 clusters Score -1.049639e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 24797 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 19156 members 
Mstep: Class 10 contains 41304 members 
Mstep: Class 11 contains 12874 members 
Mstep: Class 12 contains 3784 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 353799 members 
Mstep: Class 17 contains 43907 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 11924 members 
Mstep: Class 21 contains 68998 members 
Mstep: Class 22 contains 48162 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 8802 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 1621 members 
Mstep: Class 28 contains 10887 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14555 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 6285 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24950 members 
Entering Unmasked Estep 
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Iteration 140F: 37 clusters Score -1.04964e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 24801 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 19170 members 
Mstep: Class 10 contains 41231 members 
Mstep: Class 11 contains 12985 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 353873 members 
Mstep: Class 17 contains 43910 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18671 members 
Mstep: Class 20 contains 11945 members 
Mstep: Class 21 contains 68964 members 
Mstep: Class 22 contains 48207 members 
Mstep: Class 23 contains 3548 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 10886 members 
Mstep: Class 29 contains 17709 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14553 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14395 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24939 members 
Entering Unmasked Estep 
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Iteration 141Q: 37 clusters Score -1.04964e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 10606 members 
Mstep: Class 3 contains 6383 members 
Mstep: Class 4 contains 24803 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 19170 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 3784 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 353970 members 
Mstep: Class 17 contains 43908 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18669 members 
Mstep: Class 20 contains 11971 members 
Mstep: Class 21 contains 68933 members 
Mstep: Class 22 contains 48245 members 
Mstep: Class 23 contains 3556 members 
Mstep: Class 24 contains 8790 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 10883 members 
Mstep: Class 29 contains 17693 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14543 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14392 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24934 members 
Entering Unmasked Estep 
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Iteration 142Q: 37 clusters Score -1.04964e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 6388 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 19162 members 
Mstep: Class 10 contains 41097 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 354036 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18666 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 68916 members 
Mstep: Class 22 contains 48294 members 
Mstep: Class 23 contains 3563 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 3121 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 10883 members 
Mstep: Class 29 contains 17676 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14532 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14393 members 
Mstep: Class 34 contains 6278 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24930 members 
Entering Unmasked Estep 
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Iteration 143Q: 37 clusters Score -1.04964e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 6388 members 
Mstep: Class 4 contains 24794 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 19147 members 
Mstep: Class 10 contains 41034 members 
Mstep: Class 11 contains 13327 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 354078 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18660 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 68919 members 
Mstep: Class 22 contains 48324 members 
Mstep: Class 23 contains 3571 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 3122 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 10882 members 
Mstep: Class 29 contains 17663 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14528 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 6274 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24930 members 
Entering Unmasked Estep 
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Iteration 144Q: 37 clusters Score -1.049639e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 24788 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2386 members 
Mstep: Class 9 contains 19135 members 
Mstep: Class 10 contains 40954 members 
Mstep: Class 11 contains 13461 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8152 members 
Mstep: Class 16 contains 354129 members 
Mstep: Class 17 contains 43906 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18652 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 68909 members 
Mstep: Class 22 contains 48379 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 8787 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 17656 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14525 members 
Mstep: Class 32 contains 3934 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 6277 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24930 members 
Entering Unmasked Estep 
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Iteration 145Q: 37 clusters Score -1.049639e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 10607 members 
Mstep: Class 3 contains 6388 members 
Mstep: Class 4 contains 24779 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 19129 members 
Mstep: Class 10 contains 40858 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 354190 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18648 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 68898 members 
Mstep: Class 22 contains 48428 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 1582 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 17649 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 32 contains 3936 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 6273 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24928 members 
Entering Unmasked Estep 
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Iteration 146Q: 37 clusters Score -1.049639e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 10606 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24773 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 10 contains 40762 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 354234 members 
Mstep: Class 17 contains 43907 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 21 contains 68879 members 
Mstep: Class 22 contains 48478 members 
Mstep: Class 23 contains 3593 members 
Mstep: Class 24 contains 8785 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 17642 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14516 members 
Mstep: Class 32 contains 3937 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 6269 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24922 members 
Entering Unmasked Estep 
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Iteration 147Q: 37 clusters Score -1.04964e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 10604 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 24772 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 19112 members 
Mstep: Class 10 contains 40669 members 
Mstep: Class 11 contains 13928 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 354266 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 68859 members 
Mstep: Class 22 contains 48549 members 
Mstep: Class 23 contains 3610 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 17637 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14512 members 
Mstep: Class 32 contains 3937 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 6265 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963984.000000 Penalty: 121784.320312
Iteration 148Q: 37 clusters Score -1.04964e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 24767 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 19101 members 
Mstep: Class 10 contains 40566 members 
Mstep: Class 11 contains 14046 members 
Mstep: Class 12 contains 3769 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 354286 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18606 members 
Mstep: Class 20 contains 12083 members 
Mstep: Class 21 contains 68865 members 
Mstep: Class 22 contains 48624 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 8793 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 17634 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14508 members 
Mstep: Class 32 contains 3936 members 
Mstep: Class 33 contains 14382 members 
Mstep: Class 34 contains 6263 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963984.000000 Penalty: 121784.320312
Iteration 149Q: 37 clusters Score -1.04964e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 24756 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 40460 members 
Mstep: Class 11 contains 14177 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8144 members 
Mstep: Class 16 contains 354316 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18597 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 68846 members 
Mstep: Class 22 contains 48710 members 
Mstep: Class 23 contains 3622 members 
Mstep: Class 24 contains 8797 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 17627 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14510 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 14380 members 
Mstep: Class 34 contains 6261 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964008.000000 Penalty: 121784.320312
Iteration 150Q: 37 clusters Score -1.04964e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 10598 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 24749 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 19074 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 14282 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8143 members 
Mstep: Class 16 contains 354354 members 
Mstep: Class 17 contains 43910 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18587 members 
Mstep: Class 20 contains 12112 members 
Mstep: Class 21 contains 68839 members 
Mstep: Class 22 contains 48758 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 17619 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14512 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 14376 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963784.000000 Penalty: 121784.320312
Iteration 151Q: 37 clusters Score -1.049638e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 10597 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 24747 members 
Mstep: Class 5 contains 10047 members 
Mstep: Class 6 contains 4463 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 40338 members 
Mstep: Class 11 contains 14365 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8144 members 
Mstep: Class 16 contains 354377 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18580 members 
Mstep: Class 20 contains 12127 members 
Mstep: Class 21 contains 68822 members 
Mstep: Class 22 contains 48812 members 
Mstep: Class 23 contains 3634 members 
Mstep: Class 24 contains 8806 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 17614 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 14370 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963768.000000 Penalty: 121784.320312
Iteration 152Q: 37 clusters Score -1.049638e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 10598 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24751 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2349 members 
Mstep: Class 9 contains 19062 members 
Mstep: Class 10 contains 40267 members 
Mstep: Class 11 contains 14444 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 354396 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18579 members 
Mstep: Class 20 contains 12148 members 
Mstep: Class 21 contains 68808 members 
Mstep: Class 22 contains 48885 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 8812 members 
Mstep: Class 25 contains 3125 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 17607 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14507 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 14370 members 
Mstep: Class 34 contains 6261 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963872.000000 Penalty: 121784.320312
Iteration 153Q: 37 clusters Score -1.049639e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 10597 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24756 members 
Mstep: Class 5 contains 10029 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 19054 members 
Mstep: Class 10 contains 40187 members 
Mstep: Class 11 contains 14521 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 354401 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18581 members 
Mstep: Class 20 contains 12167 members 
Mstep: Class 21 contains 68809 members 
Mstep: Class 22 contains 48973 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8812 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 17597 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 14363 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963688.000000 Penalty: 121784.320312
Iteration 154Q: 37 clusters Score -1.049637e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 40137 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 354404 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18585 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 68804 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 10878 members 
Mstep: Class 29 contains 17589 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14504 members 
Mstep: Class 32 contains 3934 members 
Mstep: Class 33 contains 14359 members 
Mstep: Class 34 contains 6261 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963912.000000 Penalty: 121784.320312
Iteration 155Q: 37 clusters Score -1.049639e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 19031 members 
Mstep: Class 10 contains 40084 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 354430 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18588 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 68798 members 
Mstep: Class 22 contains 49077 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8818 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 10876 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14359 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963952.000000 Penalty: 121784.320312
Iteration 156Q: 37 clusters Score -1.04964e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 19021 members 
Mstep: Class 10 contains 40022 members 
Mstep: Class 11 contains 14714 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 354444 members 
Mstep: Class 17 contains 43921 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18589 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 68803 members 
Mstep: Class 22 contains 49122 members 
Mstep: Class 23 contains 3644 members 
Mstep: Class 24 contains 8823 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 17580 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14497 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14358 members 
Mstep: Class 34 contains 6271 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963992.000000 Penalty: 121784.320312
Iteration 157Q: 37 clusters Score -1.04964e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 10603 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 24756 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 19003 members 
Mstep: Class 10 contains 39958 members 
Mstep: Class 11 contains 14796 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 354459 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18588 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 68804 members 
Mstep: Class 22 contains 49175 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 8827 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14357 members 
Mstep: Class 34 contains 6277 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964064.000000 Penalty: 121784.320312
Iteration 158Q: 37 clusters Score -1.049641e+08 nChanged 403
Entering ConstructFrom: 
Score: -104964064.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (24137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Entering Unmasked Estep 
Score: -2700160.750000 Penalty: 2502.692383
	Iteration 0F: 2 clusters Score -2700161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2683335.750000 Penalty: 5005.384766
	Iteration 0F: 3 clusters Score -2683336 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2689567.000000 Penalty: 5005.384766
	Iteration 1F: 3 clusters Score -2689567 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2690358.750000 Penalty: 5005.384766
	Iteration 2F: 3 clusters Score -2690359 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2691329.750000 Penalty: 5005.384766
	Iteration 3F: 3 clusters Score -2691330 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2692495.750000 Penalty: 5005.384766
	Iteration 4F: 3 clusters Score -2692496 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2693785.500000 Penalty: 5005.384766
	Iteration 5F: 3 clusters Score -2693786 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2695028.750000 Penalty: 5005.384766
	Iteration 6F: 3 clusters Score -2695029 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2696086.750000 Penalty: 5005.384766
	Iteration 7F: 3 clusters Score -2696087 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2696878.000000 Penalty: 5005.384766
	Iteration 8Q: 3 clusters Score -2696878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2697440.250000 Penalty: 5005.384766
	Iteration 9Q: 3 clusters Score -2697440 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2697767.500000 Penalty: 5005.384766
	Iteration 10Q: 3 clusters Score -2697768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2697995.000000 Penalty: 5005.384766
	Iteration 11Q: 3 clusters Score -2697995 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2698119.250000 Penalty: 5005.384766
	Iteration 12Q: 3 clusters Score -2698119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2698223.500000 Penalty: 5005.384766
	Iteration 13Q: 3 clusters Score -2698224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2698311.000000 Penalty: 5005.384766
	Iteration 14Q: 3 clusters Score -2698311 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2698381.000000 Penalty: 5005.384766
	Iteration 15Q: 3 clusters Score -2698381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2698417.500000 Penalty: 5005.384766
	Iteration 16Q: 3 clusters Score -2698418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2698463.500000 Penalty: 5005.384766
	Iteration 17Q: 3 clusters Score -2698464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2698493.750000 Penalty: 5005.384766
	Iteration 18Q: 3 clusters Score -2698494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2698515.000000 Penalty: 5005.384766
	Iteration 19Q: 3 clusters Score -2698515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2698543.250000 Penalty: 5005.384766
	Iteration 20F: 3 clusters Score -2698543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2698568.250000 Penalty: 5005.384766
	Iteration 21Q: 3 clusters Score -2698568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2698590.500000 Penalty: 5005.384766
	Iteration 22Q: 3 clusters Score -2698590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2698610.500000 Penalty: 5005.384766
	Iteration 23Q: 3 clusters Score -2698610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2698620.750000 Penalty: 5005.384766
	Iteration 24Q: 3 clusters Score -2698621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2698632.500000 Penalty: 5005.384766
	Iteration 25Q: 3 clusters Score -2698632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2698650.000000 Penalty: 5005.384766
	Iteration 26Q: 3 clusters Score -2698650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2698654.000000 Penalty: 5005.384766
	Iteration 27Q: 3 clusters Score -2698654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2698676.500000 Penalty: 5005.384766
	Iteration 28Q: 3 clusters Score -2698676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2698689.000000 Penalty: 5005.384766
	Iteration 29Q: 3 clusters Score -2698689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2698694.250000 Penalty: 5005.384766
	Iteration 30Q: 3 clusters Score -2698694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2698699.250000 Penalty: 5005.384766
	Iteration 31Q: 3 clusters Score -2698699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2698708.750000 Penalty: 5005.384766
	Iteration 32Q: 3 clusters Score -2698709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2698713.000000 Penalty: 5005.384766
	Iteration 33Q: 3 clusters Score -2698713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2698719.250000 Penalty: 5005.384766
	Iteration 34Q: 3 clusters Score -2698719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2698716.250000 Penalty: 5005.384766
	Iteration 35Q: 3 clusters Score -2698716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2698727.000000 Penalty: 5005.384766
	Iteration 36Q: 3 clusters Score -2698727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2698725.750000 Penalty: 5005.384766
	Iteration 37Q: 3 clusters Score -2698726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2698740.250000 Penalty: 5005.384766
	Iteration 38Q: 3 clusters Score -2698740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2698746.750000 Penalty: 5005.384766
	Iteration 39Q: 3 clusters Score -2698747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2698748.000000 Penalty: 5005.384766
	Iteration 40F: 3 clusters Score -2698748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2698762.250000 Penalty: 5005.384766
	Iteration 41Q: 3 clusters Score -2698762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2698764.000000 Penalty: 5005.384766
	Iteration 42Q: 3 clusters Score -2698764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2698766.750000 Penalty: 5005.384766
	Iteration 43Q: 3 clusters Score -2698767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2698775.750000 Penalty: 5005.384766
	Iteration 44Q: 3 clusters Score -2698776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2698776.000000 Penalty: 5005.384766
	Iteration 45Q: 3 clusters Score -2698776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2698782.500000 Penalty: 5005.384766
	Iteration 46Q: 3 clusters Score -2698782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2698782.500000 Penalty: 5005.384766
	Iteration 47Q: 3 clusters Score -2698782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2698788.750000 Penalty: 5005.384766
	Iteration 48Q: 3 clusters Score -2698789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2698789.250000 Penalty: 5005.384766
	Iteration 49Q: 3 clusters Score -2698789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2698794.000000 Penalty: 5005.384766
	Iteration 50Q: 3 clusters Score -2698794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2698795.000000 Penalty: 5005.384766
	Iteration 51Q: 3 clusters Score -2698795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2698787.750000 Penalty: 5005.384766
	Iteration 52Q: 3 clusters Score -2698788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2698797.250000 Penalty: 5005.384766
	Iteration 53Q: 3 clusters Score -2698797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2698802.500000 Penalty: 5005.384766
	Iteration 54Q: 3 clusters Score -2698802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2698807.500000 Penalty: 5005.384766
	Iteration 55Q: 3 clusters Score -2698808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2698806.250000 Penalty: 5005.384766
	Iteration 56Q: 3 clusters Score -2698806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2698804.000000 Penalty: 5005.384766
	Iteration 57Q: 3 clusters Score -2698804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2698804.000000 Penalty: 5005.384766
	Iteration 58F: 3 clusters Score -2698804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Entering Unmasked Estep 
Score: -1330471.250000 Penalty: 2298.732178
	Iteration 0F: 2 clusters Score -1330471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1322369.125000 Penalty: 4597.464355
	Iteration 0F: 3 clusters Score -1322369 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1324767.500000 Penalty: 4597.464355
	Iteration 1F: 3 clusters Score -1324768 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1325120.250000 Penalty: 4597.464355
	Iteration 2F: 3 clusters Score -1325120 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1325366.125000 Penalty: 4597.464355
	Iteration 3F: 3 clusters Score -1325366 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1325559.250000 Penalty: 4597.464355
	Iteration 4Q: 3 clusters Score -1325559 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1325699.625000 Penalty: 4597.464355
	Iteration 5Q: 3 clusters Score -1325700 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1325810.875000 Penalty: 4597.464355
	Iteration 6Q: 3 clusters Score -1325811 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1325894.250000 Penalty: 4597.464355
	Iteration 7Q: 3 clusters Score -1325894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1325973.625000 Penalty: 4597.464355
	Iteration 8Q: 3 clusters Score -1325974 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1326029.500000 Penalty: 4597.464355
	Iteration 9Q: 3 clusters Score -1326030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1326082.125000 Penalty: 4597.464355
	Iteration 10Q: 3 clusters Score -1326082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1326118.625000 Penalty: 4597.464355
	Iteration 11Q: 3 clusters Score -1326119 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1326150.500000 Penalty: 4597.464355
	Iteration 12Q: 3 clusters Score -1326150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1326189.250000 Penalty: 4597.464355
	Iteration 13Q: 3 clusters Score -1326189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1326214.250000 Penalty: 4597.464355
	Iteration 14Q: 3 clusters Score -1326214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1326236.375000 Penalty: 4597.464355
	Iteration 15Q: 3 clusters Score -1326236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1326262.500000 Penalty: 4597.464355
	Iteration 16Q: 3 clusters Score -1326262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1326279.750000 Penalty: 4597.464355
	Iteration 17Q: 3 clusters Score -1326280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1326305.625000 Penalty: 4597.464355
	Iteration 18Q: 3 clusters Score -1326306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1326328.375000 Penalty: 4597.464355
	Iteration 19Q: 3 clusters Score -1326328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1326362.500000 Penalty: 4597.464355
	Iteration 20F: 3 clusters Score -1326362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1326381.375000 Penalty: 4597.464355
	Iteration 21Q: 3 clusters Score -1326381 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1326409.500000 Penalty: 4597.464355
	Iteration 22Q: 3 clusters Score -1326410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1326438.000000 Penalty: 4597.464355
	Iteration 23Q: 3 clusters Score -1326438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1326455.000000 Penalty: 4597.464355
	Iteration 24Q: 3 clusters Score -1326455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1326474.125000 Penalty: 4597.464355
	Iteration 25Q: 3 clusters Score -1326474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1326491.625000 Penalty: 4597.464355
	Iteration 26Q: 3 clusters Score -1326492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1326512.125000 Penalty: 4597.464355
	Iteration 27Q: 3 clusters Score -1326512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1326533.875000 Penalty: 4597.464355
	Iteration 28Q: 3 clusters Score -1326534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1326560.000000 Penalty: 4597.464355
	Iteration 29Q: 3 clusters Score -1326560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1326585.750000 Penalty: 4597.464355
	Iteration 30Q: 3 clusters Score -1326586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1326611.875000 Penalty: 4597.464355
	Iteration 31Q: 3 clusters Score -1326612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1326634.375000 Penalty: 4597.464355
	Iteration 32Q: 3 clusters Score -1326634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1326650.375000 Penalty: 4597.464355
	Iteration 33Q: 3 clusters Score -1326650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1326669.875000 Penalty: 4597.464355
	Iteration 34Q: 3 clusters Score -1326670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1326692.375000 Penalty: 4597.464355
	Iteration 35Q: 3 clusters Score -1326692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1326722.750000 Penalty: 4597.464355
	Iteration 36Q: 3 clusters Score -1326723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1326757.125000 Penalty: 4597.464355
	Iteration 37Q: 3 clusters Score -1326757 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1326805.375000 Penalty: 4597.464355
	Iteration 38Q: 3 clusters Score -1326805 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1326855.375000 Penalty: 4597.464355
	Iteration 39Q: 3 clusters Score -1326855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1326915.500000 Penalty: 4597.464355
	Iteration 40F: 3 clusters Score -1326916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1326974.625000 Penalty: 4597.464355
	Iteration 41Q: 3 clusters Score -1326975 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1327037.125000 Penalty: 4597.464355
	Iteration 42Q: 3 clusters Score -1327037 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1327117.125000 Penalty: 4597.464355
	Iteration 43Q: 3 clusters Score -1327117 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1327187.750000 Penalty: 4597.464355
	Iteration 44Q: 3 clusters Score -1327188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1327268.875000 Penalty: 4597.464355
	Iteration 45Q: 3 clusters Score -1327269 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1327348.125000 Penalty: 4597.464355
	Iteration 46Q: 3 clusters Score -1327348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1327428.375000 Penalty: 4597.464355
	Iteration 47Q: 3 clusters Score -1327428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1327505.000000 Penalty: 4597.464355
	Iteration 48Q: 3 clusters Score -1327505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1327597.000000 Penalty: 4597.464355
	Iteration 49Q: 3 clusters Score -1327597 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1327712.125000 Penalty: 4597.464355
	Iteration 50Q: 3 clusters Score -1327712 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1327838.375000 Penalty: 4597.464355
	Iteration 51Q: 3 clusters Score -1327838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1327958.125000 Penalty: 4597.464355
	Iteration 52Q: 3 clusters Score -1327958 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1328071.250000 Penalty: 4597.464355
	Iteration 53Q: 3 clusters Score -1328071 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1328186.250000 Penalty: 4597.464355
	Iteration 54Q: 3 clusters Score -1328186 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1328271.000000 Penalty: 4597.464355
	Iteration 55Q: 3 clusters Score -1328271 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1328361.625000 Penalty: 4597.464355
	Iteration 56Q: 3 clusters Score -1328362 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1328445.125000 Penalty: 4597.464355
	Iteration 57Q: 3 clusters Score -1328445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1328511.875000 Penalty: 4597.464355
	Iteration 58Q: 3 clusters Score -1328512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1328568.000000 Penalty: 4597.464355
	Iteration 59Q: 3 clusters Score -1328568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1328604.500000 Penalty: 4597.464355
	Iteration 60F: 3 clusters Score -1328604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1328634.875000 Penalty: 4597.464355
	Iteration 61Q: 3 clusters Score -1328635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1328663.000000 Penalty: 4597.464355
	Iteration 62Q: 3 clusters Score -1328663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1328689.125000 Penalty: 4597.464355
	Iteration 63Q: 3 clusters Score -1328689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1328698.750000 Penalty: 4597.464355
	Iteration 64Q: 3 clusters Score -1328699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1328719.750000 Penalty: 4597.464355
	Iteration 65Q: 3 clusters Score -1328720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1328750.000000 Penalty: 4597.464355
	Iteration 66Q: 3 clusters Score -1328750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1328783.000000 Penalty: 4597.464355
	Iteration 67Q: 3 clusters Score -1328783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1328808.625000 Penalty: 4597.464355
	Iteration 68Q: 3 clusters Score -1328809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1328823.000000 Penalty: 4597.464355
	Iteration 69Q: 3 clusters Score -1328823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1328831.500000 Penalty: 4597.464355
	Iteration 70Q: 3 clusters Score -1328832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1328834.000000 Penalty: 4597.464355
	Iteration 71Q: 3 clusters Score -1328834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1328838.375000 Penalty: 4597.464355
	Iteration 72Q: 3 clusters Score -1328838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1328839.000000 Penalty: 4597.464355
	Iteration 73Q: 3 clusters Score -1328839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1328837.125000 Penalty: 4597.464355
	Iteration 74Q: 3 clusters Score -1328837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1328840.875000 Penalty: 4597.464355
	Iteration 75Q: 3 clusters Score -1328841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1328841.625000 Penalty: 4597.464355
	Iteration 76Q: 3 clusters Score -1328842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1328844.875000 Penalty: 4597.464355
	Iteration 77Q: 3 clusters Score -1328845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1328844.875000 Penalty: 4597.464355
	Iteration 78Q: 3 clusters Score -1328845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1328848.125000 Penalty: 4597.464355
	Iteration 79Q: 3 clusters Score -1328848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1328846.750000 Penalty: 4597.464355
	Iteration 80F: 3 clusters Score -1328847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1328850.625000 Penalty: 4597.464355
	Iteration 81Q: 3 clusters Score -1328851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1328850.750000 Penalty: 4597.464355
	Iteration 82Q: 3 clusters Score -1328851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1328851.250000 Penalty: 4597.464355
	Iteration 83Q: 3 clusters Score -1328851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1328851.250000 Penalty: 4597.464355
	Iteration 84F: 3 clusters Score -1328851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -797483.875000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -797483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -792117.062500 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -792117.1 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -793493.375000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -793493.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -793731.375000 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -793731.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -793862.687500 Penalty: 4347.047852
	Iteration 3Q: 3 clusters Score -793862.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -793944.937500 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -793944.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -794012.000000 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -794012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -794085.125000 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -794085.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -794150.812500 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -794150.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -794218.000000 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -794218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -794277.812500 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -794277.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -794325.125000 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -794325.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -794360.812500 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -794360.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -794405.312500 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -794405.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -794458.437500 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -794458.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -794514.187500 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -794514.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -794573.812500 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -794573.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -794659.625000 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -794659.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -794772.625000 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -794772.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -794903.312500 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -794903.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -795028.687500 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -795028.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -795175.000000 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -795175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -795311.250000 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -795311.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -795413.187500 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -795413.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -795484.125000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -795484.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -795527.750000 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -795527.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -795554.062500 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -795554.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -795578.750000 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -795578.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -795595.750000 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -795595.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -795608.937500 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -795608.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795621.250000 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -795621.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795632.375000 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -795632.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795637.937500 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -795637.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795644.187500 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -795644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795647.062500 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -795647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795651.562500 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -795651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795654.375000 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -795654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -795662.625000 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -795662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -795664.062500 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -795664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -795668.625000 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -795668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -795668.250000 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -795668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -795669.875000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -795669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -795671.500000 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -795671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -795671.375000 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -795671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -795671.375000 Penalty: 4347.047852
	Iteration 43F: 3 clusters Score -795671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Entering Unmasked Estep 
Score: -3245268.250000 Penalty: 2508.952148
	Iteration 0F: 2 clusters Score -3245268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3228094.750000 Penalty: 5017.904297
	Iteration 0F: 3 clusters Score -3228095 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3234047.500000 Penalty: 5017.904297
	Iteration 1F: 3 clusters Score -3234048 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3234487.250000 Penalty: 5017.904297
	Iteration 2F: 3 clusters Score -3234487 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3234918.500000 Penalty: 5017.904297
	Iteration 3Q: 3 clusters Score -3234918 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3235383.000000 Penalty: 5017.904297
	Iteration 4Q: 3 clusters Score -3235383 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3235914.000000 Penalty: 5017.904297
	Iteration 5Q: 3 clusters Score -3235914 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3236649.250000 Penalty: 5017.904297
	Iteration 6F: 3 clusters Score -3236649 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3237563.250000 Penalty: 5017.904297
	Iteration 7F: 3 clusters Score -3237563 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3238757.750000 Penalty: 5017.904297
	Iteration 8F: 3 clusters Score -3238758 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3240087.500000 Penalty: 5017.904297
	Iteration 9F: 3 clusters Score -3240088 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3241234.750000 Penalty: 5017.904297
	Iteration 10F: 3 clusters Score -3241235 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3242049.000000 Penalty: 5017.904297
	Iteration 11Q: 3 clusters Score -3242049 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3242511.000000 Penalty: 5017.904297
	Iteration 12Q: 3 clusters Score -3242511 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3242776.000000 Penalty: 5017.904297
	Iteration 13Q: 3 clusters Score -3242776 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3242935.500000 Penalty: 5017.904297
	Iteration 14Q: 3 clusters Score -3242936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3243012.750000 Penalty: 5017.904297
	Iteration 15Q: 3 clusters Score -3243013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3243066.000000 Penalty: 5017.904297
	Iteration 16Q: 3 clusters Score -3243066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3243092.750000 Penalty: 5017.904297
	Iteration 17Q: 3 clusters Score -3243093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3243113.000000 Penalty: 5017.904297
	Iteration 18Q: 3 clusters Score -3243113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3243125.000000 Penalty: 5017.904297
	Iteration 19Q: 3 clusters Score -3243125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3243140.750000 Penalty: 5017.904297
	Iteration 20F: 3 clusters Score -3243141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3243144.000000 Penalty: 5017.904297
	Iteration 21Q: 3 clusters Score -3243144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3243149.000000 Penalty: 5017.904297
	Iteration 22Q: 3 clusters Score -3243149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3243151.250000 Penalty: 5017.904297
	Iteration 23Q: 3 clusters Score -3243151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3243163.250000 Penalty: 5017.904297
	Iteration 24Q: 3 clusters Score -3243163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3243174.250000 Penalty: 5017.904297
	Iteration 25Q: 3 clusters Score -3243174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3243176.750000 Penalty: 5017.904297
	Iteration 26Q: 3 clusters Score -3243177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3243181.250000 Penalty: 5017.904297
	Iteration 27Q: 3 clusters Score -3243181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3243185.500000 Penalty: 5017.904297
	Iteration 28Q: 3 clusters Score -3243186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3243185.500000 Penalty: 5017.904297
	Iteration 29Q: 3 clusters Score -3243186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3243184.250000 Penalty: 5017.904297
	Iteration 30Q: 3 clusters Score -3243184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3243186.000000 Penalty: 5017.904297
	Iteration 31Q: 3 clusters Score -3243186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3243186.000000 Penalty: 5017.904297
	Iteration 32F: 3 clusters Score -3243186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -1247015.000000 Penalty: 2284.015625
	Iteration 0F: 2 clusters Score -1247015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1239224.125000 Penalty: 4568.031250
	Iteration 0F: 3 clusters Score -1239224 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1241467.375000 Penalty: 4568.031250
	Iteration 1F: 3 clusters Score -1241467 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1241786.750000 Penalty: 4568.031250
	Iteration 2F: 3 clusters Score -1241787 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1242054.000000 Penalty: 4568.031250
	Iteration 3F: 3 clusters Score -1242054 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1242281.250000 Penalty: 4568.031250
	Iteration 4Q: 3 clusters Score -1242281 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1242475.500000 Penalty: 4568.031250
	Iteration 5Q: 3 clusters Score -1242476 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1242668.500000 Penalty: 4568.031250
	Iteration 6Q: 3 clusters Score -1242668 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1242860.750000 Penalty: 4568.031250
	Iteration 7Q: 3 clusters Score -1242861 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1243033.375000 Penalty: 4568.031250
	Iteration 8Q: 3 clusters Score -1243033 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1243220.875000 Penalty: 4568.031250
	Iteration 9Q: 3 clusters Score -1243221 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1243379.000000 Penalty: 4568.031250
	Iteration 10Q: 3 clusters Score -1243379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1243548.125000 Penalty: 4568.031250
	Iteration 11Q: 3 clusters Score -1243548 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1243682.000000 Penalty: 4568.031250
	Iteration 12Q: 3 clusters Score -1243682 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1243797.625000 Penalty: 4568.031250
	Iteration 13Q: 3 clusters Score -1243798 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1243915.125000 Penalty: 4568.031250
	Iteration 14Q: 3 clusters Score -1243915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1244042.250000 Penalty: 4568.031250
	Iteration 15Q: 3 clusters Score -1244042 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1244169.875000 Penalty: 4568.031250
	Iteration 16Q: 3 clusters Score -1244170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1244276.875000 Penalty: 4568.031250
	Iteration 17Q: 3 clusters Score -1244277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1244373.625000 Penalty: 4568.031250
	Iteration 18Q: 3 clusters Score -1244374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1244471.375000 Penalty: 4568.031250
	Iteration 19Q: 3 clusters Score -1244471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1244547.750000 Penalty: 4568.031250
	Iteration 20F: 3 clusters Score -1244548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1244620.875000 Penalty: 4568.031250
	Iteration 21Q: 3 clusters Score -1244621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1244691.500000 Penalty: 4568.031250
	Iteration 22Q: 3 clusters Score -1244692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1244739.875000 Penalty: 4568.031250
	Iteration 23Q: 3 clusters Score -1244740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1244781.625000 Penalty: 4568.031250
	Iteration 24Q: 3 clusters Score -1244782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1244840.000000 Penalty: 4568.031250
	Iteration 25Q: 3 clusters Score -1244840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1244888.500000 Penalty: 4568.031250
	Iteration 26Q: 3 clusters Score -1244888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1244923.250000 Penalty: 4568.031250
	Iteration 27Q: 3 clusters Score -1244923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1244950.125000 Penalty: 4568.031250
	Iteration 28Q: 3 clusters Score -1244950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1244960.750000 Penalty: 4568.031250
	Iteration 29Q: 3 clusters Score -1244961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1244979.125000 Penalty: 4568.031250
	Iteration 30Q: 3 clusters Score -1244979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1244989.000000 Penalty: 4568.031250
	Iteration 31Q: 3 clusters Score -1244989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1244999.750000 Penalty: 4568.031250
	Iteration 32Q: 3 clusters Score -1245000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1245005.625000 Penalty: 4568.031250
	Iteration 33Q: 3 clusters Score -1245006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1245009.500000 Penalty: 4568.031250
	Iteration 34Q: 3 clusters Score -1245010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1245015.500000 Penalty: 4568.031250
	Iteration 35Q: 3 clusters Score -1245016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1245019.000000 Penalty: 4568.031250
	Iteration 36Q: 3 clusters Score -1245019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1245030.375000 Penalty: 4568.031250
	Iteration 37Q: 3 clusters Score -1245030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1245048.500000 Penalty: 4568.031250
	Iteration 38Q: 3 clusters Score -1245048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1245058.875000 Penalty: 4568.031250
	Iteration 39Q: 3 clusters Score -1245059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1245064.750000 Penalty: 4568.031250
	Iteration 40F: 3 clusters Score -1245065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1245070.125000 Penalty: 4568.031250
	Iteration 41Q: 3 clusters Score -1245070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1245079.500000 Penalty: 4568.031250
	Iteration 42Q: 3 clusters Score -1245080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1245083.500000 Penalty: 4568.031250
	Iteration 43Q: 3 clusters Score -1245084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1245091.500000 Penalty: 4568.031250
	Iteration 44Q: 3 clusters Score -1245092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1245099.500000 Penalty: 4568.031250
	Iteration 45Q: 3 clusters Score -1245100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1245104.875000 Penalty: 4568.031250
	Iteration 46Q: 3 clusters Score -1245105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1245111.375000 Penalty: 4568.031250
	Iteration 47Q: 3 clusters Score -1245111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1245116.500000 Penalty: 4568.031250
	Iteration 48Q: 3 clusters Score -1245116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1245119.500000 Penalty: 4568.031250
	Iteration 49Q: 3 clusters Score -1245120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1245131.500000 Penalty: 4568.031250
	Iteration 50Q: 3 clusters Score -1245132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1245132.750000 Penalty: 4568.031250
	Iteration 51Q: 3 clusters Score -1245133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1245132.750000 Penalty: 4568.031250
	Iteration 52F: 3 clusters Score -1245133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -555752.062500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -555752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -551644.250000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -551644.2 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -552692.812500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -552692.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -553020.187500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -553020.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -553343.187500 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -553343.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -553607.312500 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -553607.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -553838.187500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -553838.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -554022.125000 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -554022.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -554149.625000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -554149.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -554263.687500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -554263.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -554343.562500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -554343.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -554400.375000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -554400.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -554444.000000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -554444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -554472.000000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -554472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -554498.250000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -554498.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -554516.875000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -554516.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -554528.312500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -554528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -554535.312500 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -554535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -554539.500000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -554539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -554543.187500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -554543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -554545.875000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -554545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -554547.625000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -554547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -554547.125000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -554547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -554548.125000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -554548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -554547.625000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -554547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -554549.062500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -554549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -554549.062500 Penalty: 4167.729004
	Iteration 25F: 3 clusters Score -554549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -192535.515625 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -192535.5 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 764 members 
Entering Unmasked Estep 
Score: -190184.890625 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -190184.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -190592.281250 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -190592.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -190708.125000 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -190708.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -190769.828125 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -190769.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -190824.500000 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -190824.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -190861.156250 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -190861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -190880.906250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -190880.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -190902.109375 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -190902.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -190919.281250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -190919.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190931.718750 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -190931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -190940.562500 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -190940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190947.796875 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -190947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190951.625000 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -190951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190956.421875 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -190956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190958.468750 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -190958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190959.703125 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -190959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190959.703125 Penalty: 3653.756836
	Iteration 16F: 3 clusters Score -190959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -268155.875000 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -268155.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -265311.875000 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -265311.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -266002.343750 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -266002.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -266248.718750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -266248.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -266457.875000 Penalty: 3846.010010
	Iteration 3F: 3 clusters Score -266457.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -266644.093750 Penalty: 3846.010010
	Iteration 4F: 3 clusters Score -266644.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266813.281250 Penalty: 3846.010010
	Iteration 5F: 3 clusters Score -266813.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266941.687500 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -266941.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267010.000000 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -267010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267069.468750 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -267069.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267114.375000 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -267114.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267151.843750 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -267151.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267180.312500 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -267180.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267196.218750 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -267196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -267204.968750 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -267205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267210.500000 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -267210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -267219.250000 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -267219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267221.375000 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -267221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267222.656250 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -267222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267224.156250 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -267224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267225.187500 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -267225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267225.437500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -267225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267226.625000 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -267226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267227.593750 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -267227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267228.375000 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -267228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267228.281250 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -267228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267228.281250 Penalty: 3846.010010
	Iteration 25F: 3 clusters Score -267228.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Entering Unmasked Estep 
Score: -2355116.750000 Penalty: 2443.070068
	Iteration 0F: 2 clusters Score -2355117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2341710.000000 Penalty: 4886.140137
	Iteration 0F: 3 clusters Score -2341710 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2346312.250000 Penalty: 4886.140137
	Iteration 1F: 3 clusters Score -2346312 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2346884.750000 Penalty: 4886.140137
	Iteration 2F: 3 clusters Score -2346885 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2347379.750000 Penalty: 4886.140137
	Iteration 3F: 3 clusters Score -2347380 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2347923.750000 Penalty: 4886.140137
	Iteration 4F: 3 clusters Score -2347924 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2348737.000000 Penalty: 4886.140137
	Iteration 5F: 3 clusters Score -2348737 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2349771.750000 Penalty: 4886.140137
	Iteration 6F: 3 clusters Score -2349772 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2351007.250000 Penalty: 4886.140137
	Iteration 7F: 3 clusters Score -2351007 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2352119.250000 Penalty: 4886.140137
	Iteration 8F: 3 clusters Score -2352119 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2353041.000000 Penalty: 4886.140137
	Iteration 9F: 3 clusters Score -2353041 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2353721.750000 Penalty: 4886.140137
	Iteration 10Q: 3 clusters Score -2353722 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2354154.500000 Penalty: 4886.140137
	Iteration 11Q: 3 clusters Score -2354154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2354372.250000 Penalty: 4886.140137
	Iteration 12Q: 3 clusters Score -2354372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2354486.000000 Penalty: 4886.140137
	Iteration 13Q: 3 clusters Score -2354486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2354553.250000 Penalty: 4886.140137
	Iteration 14Q: 3 clusters Score -2354553 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2354585.750000 Penalty: 4886.140137
	Iteration 15Q: 3 clusters Score -2354586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2354600.750000 Penalty: 4886.140137
	Iteration 16Q: 3 clusters Score -2354601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2354615.000000 Penalty: 4886.140137
	Iteration 17Q: 3 clusters Score -2354615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2354615.750000 Penalty: 4886.140137
	Iteration 18Q: 3 clusters Score -2354616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2354621.250000 Penalty: 4886.140137
	Iteration 19Q: 3 clusters Score -2354621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2354623.000000 Penalty: 4886.140137
	Iteration 20F: 3 clusters Score -2354623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2354617.000000 Penalty: 4886.140137
	Iteration 21Q: 3 clusters Score -2354617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2354620.750000 Penalty: 4886.140137
	Iteration 22Q: 3 clusters Score -2354621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2354623.750000 Penalty: 4886.140137
	Iteration 23Q: 3 clusters Score -2354624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2354622.250000 Penalty: 4886.140137
	Iteration 24Q: 3 clusters Score -2354622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2354627.500000 Penalty: 4886.140137
	Iteration 25Q: 3 clusters Score -2354628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2354628.250000 Penalty: 4886.140137
	Iteration 26Q: 3 clusters Score -2354628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2354629.000000 Penalty: 4886.140137
	Iteration 27Q: 3 clusters Score -2354629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2354628.750000 Penalty: 4886.140137
	Iteration 28Q: 3 clusters Score -2354629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2354628.750000 Penalty: 4886.140137
	Iteration 29Q: 3 clusters Score -2354629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2354628.750000 Penalty: 4886.140137
	Iteration 30F: 3 clusters Score -2354629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Entering Unmasked Estep 
Score: -5153202.000000 Penalty: 2627.382080
	Iteration 0F: 2 clusters Score -5153202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5126337.000000 Penalty: 5254.764160
	Iteration 0F: 3 clusters Score -5126337 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5136290.500000 Penalty: 5254.764160
	Iteration 1F: 3 clusters Score -5136290 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5136852.500000 Penalty: 5254.764160
	Iteration 2Q: 3 clusters Score -5136852 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5137325.000000 Penalty: 5254.764160
	Iteration 3Q: 3 clusters Score -5137325 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5137785.000000 Penalty: 5254.764160
	Iteration 4Q: 3 clusters Score -5137785 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5138202.500000 Penalty: 5254.764160
	Iteration 5Q: 3 clusters Score -5138202 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5138642.500000 Penalty: 5254.764160
	Iteration 6Q: 3 clusters Score -5138642 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -5139148.000000 Penalty: 5254.764160
	Iteration 7Q: 3 clusters Score -5139148 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -5139718.500000 Penalty: 5254.764160
	Iteration 8Q: 3 clusters Score -5139718 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5140421.500000 Penalty: 5254.764160
	Iteration 9Q: 3 clusters Score -5140422 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5141252.000000 Penalty: 5254.764160
	Iteration 10Q: 3 clusters Score -5141252 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5142310.500000 Penalty: 5254.764160
	Iteration 11Q: 3 clusters Score -5142310 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5143459.000000 Penalty: 5254.764160
	Iteration 12Q: 3 clusters Score -5143459 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5144588.000000 Penalty: 5254.764160
	Iteration 13Q: 3 clusters Score -5144588 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5145274.000000 Penalty: 5254.764160
	Iteration 14Q: 3 clusters Score -5145274 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -5145688.000000 Penalty: 5254.764160
	Iteration 15Q: 3 clusters Score -5145688 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5145986.500000 Penalty: 5254.764160
	Iteration 16Q: 3 clusters Score -5145986 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -5146178.500000 Penalty: 5254.764160
	Iteration 17Q: 3 clusters Score -5146178 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5146396.500000 Penalty: 5254.764160
	Iteration 18Q: 3 clusters Score -5146396 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5146552.500000 Penalty: 5254.764160
	Iteration 19Q: 3 clusters Score -5146552 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5146682.500000 Penalty: 5254.764160
	Iteration 20F: 3 clusters Score -5146682 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -5146843.500000 Penalty: 5254.764160
	Iteration 21Q: 3 clusters Score -5146844 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5147033.000000 Penalty: 5254.764160
	Iteration 22Q: 3 clusters Score -5147033 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -5147196.000000 Penalty: 5254.764160
	Iteration 23Q: 3 clusters Score -5147196 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5147379.000000 Penalty: 5254.764160
	Iteration 24Q: 3 clusters Score -5147379 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5147550.000000 Penalty: 5254.764160
	Iteration 25Q: 3 clusters Score -5147550 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5147725.500000 Penalty: 5254.764160
	Iteration 26Q: 3 clusters Score -5147726 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -5147922.000000 Penalty: 5254.764160
	Iteration 27Q: 3 clusters Score -5147922 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -5148123.000000 Penalty: 5254.764160
	Iteration 28Q: 3 clusters Score -5148123 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5148344.000000 Penalty: 5254.764160
	Iteration 29Q: 3 clusters Score -5148344 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -5148607.000000 Penalty: 5254.764160
	Iteration 30Q: 3 clusters Score -5148607 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -5148969.500000 Penalty: 5254.764160
	Iteration 31Q: 3 clusters Score -5148970 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5149402.000000 Penalty: 5254.764160
	Iteration 32Q: 3 clusters Score -5149402 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5149941.000000 Penalty: 5254.764160
	Iteration 33Q: 3 clusters Score -5149941 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5150516.500000 Penalty: 5254.764160
	Iteration 34Q: 3 clusters Score -5150516 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5150991.500000 Penalty: 5254.764160
	Iteration 35Q: 3 clusters Score -5150992 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5151243.000000 Penalty: 5254.764160
	Iteration 36Q: 3 clusters Score -5151243 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5151402.500000 Penalty: 5254.764160
	Iteration 37Q: 3 clusters Score -5151402 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -5151492.000000 Penalty: 5254.764160
	Iteration 38Q: 3 clusters Score -5151492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -5151517.000000 Penalty: 5254.764160
	Iteration 39Q: 3 clusters Score -5151517 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -5151553.000000 Penalty: 5254.764160
	Iteration 40F: 3 clusters Score -5151553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5151564.000000 Penalty: 5254.764160
	Iteration 41Q: 3 clusters Score -5151564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5151576.500000 Penalty: 5254.764160
	Iteration 42Q: 3 clusters Score -5151576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5151583.500000 Penalty: 5254.764160
	Iteration 43Q: 3 clusters Score -5151584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -5151590.000000 Penalty: 5254.764160
	Iteration 44Q: 3 clusters Score -5151590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5151586.000000 Penalty: 5254.764160
	Iteration 45Q: 3 clusters Score -5151586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5151589.500000 Penalty: 5254.764160
	Iteration 46Q: 3 clusters Score -5151590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -5151596.500000 Penalty: 5254.764160
	Iteration 47Q: 3 clusters Score -5151596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5151591.000000 Penalty: 5254.764160
	Iteration 48Q: 3 clusters Score -5151591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5151596.000000 Penalty: 5254.764160
	Iteration 49Q: 3 clusters Score -5151596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5151593.000000 Penalty: 5254.764160
	Iteration 50Q: 3 clusters Score -5151593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -5151597.000000 Penalty: 5254.764160
	Iteration 51Q: 3 clusters Score -5151597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5151617.500000 Penalty: 5254.764160
	Iteration 52Q: 3 clusters Score -5151618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5151611.500000 Penalty: 5254.764160
	Iteration 53Q: 3 clusters Score -5151612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5151602.500000 Penalty: 5254.764160
	Iteration 54Q: 3 clusters Score -5151602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5151616.000000 Penalty: 5254.764160
	Iteration 55Q: 3 clusters Score -5151616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5151623.500000 Penalty: 5254.764160
	Iteration 56Q: 3 clusters Score -5151624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -5151627.000000 Penalty: 5254.764160
	Iteration 57Q: 3 clusters Score -5151627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -5151620.000000 Penalty: 5254.764160
	Iteration 58Q: 3 clusters Score -5151620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5151616.000000 Penalty: 5254.764160
	Iteration 59Q: 3 clusters Score -5151616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -5151622.500000 Penalty: 5254.764160
	Iteration 60F: 3 clusters Score -5151622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5151620.000000 Penalty: 5254.764160
	Iteration 61Q: 3 clusters Score -5151620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -5151617.500000 Penalty: 5254.764160
	Iteration 62Q: 3 clusters Score -5151618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5151618.500000 Penalty: 5254.764160
	Iteration 63Q: 3 clusters Score -5151618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5151618.500000 Penalty: 5254.764160
	Iteration 64F: 3 clusters Score -5151618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -1853851.125000 Penalty: 2382.410889
	Iteration 0F: 2 clusters Score -1853851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1843106.375000 Penalty: 4764.821777
	Iteration 0F: 3 clusters Score -1843106 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1846739.000000 Penalty: 4764.821777
	Iteration 1F: 3 clusters Score -1846739 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1847444.625000 Penalty: 4764.821777
	Iteration 2F: 3 clusters Score -1847445 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1848277.750000 Penalty: 4764.821777
	Iteration 3F: 3 clusters Score -1848278 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1849249.875000 Penalty: 4764.821777
	Iteration 4F: 3 clusters Score -1849250 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1850225.875000 Penalty: 4764.821777
	Iteration 5F: 3 clusters Score -1850226 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1850986.000000 Penalty: 4764.821777
	Iteration 6F: 3 clusters Score -1850986 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1851436.500000 Penalty: 4764.821777
	Iteration 7Q: 3 clusters Score -1851436 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1851696.750000 Penalty: 4764.821777
	Iteration 8Q: 3 clusters Score -1851697 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1851850.375000 Penalty: 4764.821777
	Iteration 9Q: 3 clusters Score -1851850 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1851956.500000 Penalty: 4764.821777
	Iteration 10Q: 3 clusters Score -1851956 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1852029.875000 Penalty: 4764.821777
	Iteration 11Q: 3 clusters Score -1852030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1852093.500000 Penalty: 4764.821777
	Iteration 12Q: 3 clusters Score -1852094 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1852146.500000 Penalty: 4764.821777
	Iteration 13Q: 3 clusters Score -1852146 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1852190.125000 Penalty: 4764.821777
	Iteration 14Q: 3 clusters Score -1852190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1852237.750000 Penalty: 4764.821777
	Iteration 15Q: 3 clusters Score -1852238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1852276.250000 Penalty: 4764.821777
	Iteration 16Q: 3 clusters Score -1852276 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1852302.375000 Penalty: 4764.821777
	Iteration 17Q: 3 clusters Score -1852302 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1852328.125000 Penalty: 4764.821777
	Iteration 18Q: 3 clusters Score -1852328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1852359.875000 Penalty: 4764.821777
	Iteration 19Q: 3 clusters Score -1852360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1852376.625000 Penalty: 4764.821777
	Iteration 20F: 3 clusters Score -1852377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1852386.750000 Penalty: 4764.821777
	Iteration 21Q: 3 clusters Score -1852387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1852412.750000 Penalty: 4764.821777
	Iteration 22Q: 3 clusters Score -1852413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1852427.125000 Penalty: 4764.821777
	Iteration 23Q: 3 clusters Score -1852427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1852443.500000 Penalty: 4764.821777
	Iteration 24Q: 3 clusters Score -1852444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1852458.125000 Penalty: 4764.821777
	Iteration 25Q: 3 clusters Score -1852458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1852471.375000 Penalty: 4764.821777
	Iteration 26Q: 3 clusters Score -1852471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1852480.250000 Penalty: 4764.821777
	Iteration 27Q: 3 clusters Score -1852480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1852490.500000 Penalty: 4764.821777
	Iteration 28Q: 3 clusters Score -1852490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1852510.000000 Penalty: 4764.821777
	Iteration 29Q: 3 clusters Score -1852510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1852521.500000 Penalty: 4764.821777
	Iteration 30Q: 3 clusters Score -1852522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1852535.125000 Penalty: 4764.821777
	Iteration 31Q: 3 clusters Score -1852535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1852550.375000 Penalty: 4764.821777
	Iteration 32Q: 3 clusters Score -1852550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1852569.500000 Penalty: 4764.821777
	Iteration 33Q: 3 clusters Score -1852570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1852579.875000 Penalty: 4764.821777
	Iteration 34Q: 3 clusters Score -1852580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1852597.750000 Penalty: 4764.821777
	Iteration 35Q: 3 clusters Score -1852598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1852619.750000 Penalty: 4764.821777
	Iteration 36Q: 3 clusters Score -1852620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1852634.875000 Penalty: 4764.821777
	Iteration 37Q: 3 clusters Score -1852635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1852656.375000 Penalty: 4764.821777
	Iteration 38Q: 3 clusters Score -1852656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1852674.375000 Penalty: 4764.821777
	Iteration 39Q: 3 clusters Score -1852674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1852687.625000 Penalty: 4764.821777
	Iteration 40F: 3 clusters Score -1852688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1852701.125000 Penalty: 4764.821777
	Iteration 41Q: 3 clusters Score -1852701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1852713.250000 Penalty: 4764.821777
	Iteration 42Q: 3 clusters Score -1852713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1852727.125000 Penalty: 4764.821777
	Iteration 43Q: 3 clusters Score -1852727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1852731.875000 Penalty: 4764.821777
	Iteration 44Q: 3 clusters Score -1852732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1852748.875000 Penalty: 4764.821777
	Iteration 45Q: 3 clusters Score -1852749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1852757.000000 Penalty: 4764.821777
	Iteration 46Q: 3 clusters Score -1852757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1852777.000000 Penalty: 4764.821777
	Iteration 47Q: 3 clusters Score -1852777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1852786.625000 Penalty: 4764.821777
	Iteration 48Q: 3 clusters Score -1852787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1852804.500000 Penalty: 4764.821777
	Iteration 49Q: 3 clusters Score -1852804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1852812.500000 Penalty: 4764.821777
	Iteration 50Q: 3 clusters Score -1852812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1852825.250000 Penalty: 4764.821777
	Iteration 51Q: 3 clusters Score -1852825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1852839.875000 Penalty: 4764.821777
	Iteration 52Q: 3 clusters Score -1852840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1852847.125000 Penalty: 4764.821777
	Iteration 53Q: 3 clusters Score -1852847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1852860.500000 Penalty: 4764.821777
	Iteration 54Q: 3 clusters Score -1852860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1852867.125000 Penalty: 4764.821777
	Iteration 55Q: 3 clusters Score -1852867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1852873.875000 Penalty: 4764.821777
	Iteration 56Q: 3 clusters Score -1852874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1852877.750000 Penalty: 4764.821777
	Iteration 57Q: 3 clusters Score -1852878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1852885.750000 Penalty: 4764.821777
	Iteration 58Q: 3 clusters Score -1852886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1852888.750000 Penalty: 4764.821777
	Iteration 59Q: 3 clusters Score -1852889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1852899.500000 Penalty: 4764.821777
	Iteration 60F: 3 clusters Score -1852900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1852904.750000 Penalty: 4764.821777
	Iteration 61Q: 3 clusters Score -1852905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1852911.250000 Penalty: 4764.821777
	Iteration 62Q: 3 clusters Score -1852911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1852912.500000 Penalty: 4764.821777
	Iteration 63Q: 3 clusters Score -1852912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1852913.250000 Penalty: 4764.821777
	Iteration 64Q: 3 clusters Score -1852913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1852910.125000 Penalty: 4764.821777
	Iteration 65Q: 3 clusters Score -1852910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1852919.250000 Penalty: 4764.821777
	Iteration 66Q: 3 clusters Score -1852919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1852926.500000 Penalty: 4764.821777
	Iteration 67Q: 3 clusters Score -1852926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1852923.500000 Penalty: 4764.821777
	Iteration 68Q: 3 clusters Score -1852924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1852927.750000 Penalty: 4764.821777
	Iteration 69Q: 3 clusters Score -1852928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1852933.750000 Penalty: 4764.821777
	Iteration 70Q: 3 clusters Score -1852934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1852933.000000 Penalty: 4764.821777
	Iteration 71Q: 3 clusters Score -1852933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1852939.375000 Penalty: 4764.821777
	Iteration 72Q: 3 clusters Score -1852939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1852942.625000 Penalty: 4764.821777
	Iteration 73Q: 3 clusters Score -1852943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1852947.250000 Penalty: 4764.821777
	Iteration 74Q: 3 clusters Score -1852947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1852946.625000 Penalty: 4764.821777
	Iteration 75Q: 3 clusters Score -1852947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1852948.250000 Penalty: 4764.821777
	Iteration 76Q: 3 clusters Score -1852948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1852954.250000 Penalty: 4764.821777
	Iteration 77Q: 3 clusters Score -1852954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1852954.625000 Penalty: 4764.821777
	Iteration 78Q: 3 clusters Score -1852955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1852954.000000 Penalty: 4764.821777
	Iteration 79Q: 3 clusters Score -1852954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1852955.250000 Penalty: 4764.821777
	Iteration 80F: 3 clusters Score -1852955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1852957.625000 Penalty: 4764.821777
	Iteration 81Q: 3 clusters Score -1852958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1852962.625000 Penalty: 4764.821777
	Iteration 82Q: 3 clusters Score -1852963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1852966.125000 Penalty: 4764.821777
	Iteration 83Q: 3 clusters Score -1852966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1852963.375000 Penalty: 4764.821777
	Iteration 84Q: 3 clusters Score -1852963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1852966.250000 Penalty: 4764.821777
	Iteration 85Q: 3 clusters Score -1852966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1852973.500000 Penalty: 4764.821777
	Iteration 86Q: 3 clusters Score -1852974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1852975.375000 Penalty: 4764.821777
	Iteration 87Q: 3 clusters Score -1852975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1852975.125000 Penalty: 4764.821777
	Iteration 88Q: 3 clusters Score -1852975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1852979.375000 Penalty: 4764.821777
	Iteration 89Q: 3 clusters Score -1852979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1852979.375000 Penalty: 4764.821777
	Iteration 90Q: 3 clusters Score -1852979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1852980.375000 Penalty: 4764.821777
	Iteration 91Q: 3 clusters Score -1852980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1852982.000000 Penalty: 4764.821777
	Iteration 92Q: 3 clusters Score -1852982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1852981.250000 Penalty: 4764.821777
	Iteration 93Q: 3 clusters Score -1852981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1852979.500000 Penalty: 4764.821777
	Iteration 94Q: 3 clusters Score -1852980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1852979.500000 Penalty: 4764.821777
	Iteration 95F: 3 clusters Score -1852980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -414225.812500 Penalty: 2041.908813
	Iteration 0F: 2 clusters Score -414225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -410506.875000 Penalty: 4083.817627
	Iteration 0F: 3 clusters Score -410506.9 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411448.562500 Penalty: 4083.817627
	Iteration 1F: 3 clusters Score -411448.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -411735.031250 Penalty: 4083.817627
	Iteration 2F: 3 clusters Score -411735 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -411916.187500 Penalty: 4083.817627
	Iteration 3F: 3 clusters Score -411916.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -412074.937500 Penalty: 4083.817627
	Iteration 4F: 3 clusters Score -412074.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -412233.031250 Penalty: 4083.817627
	Iteration 5Q: 3 clusters Score -412233 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -412402.125000 Penalty: 4083.817627
	Iteration 6Q: 3 clusters Score -412402.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -412560.281250 Penalty: 4083.817627
	Iteration 7Q: 3 clusters Score -412560.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -412698.968750 Penalty: 4083.817627
	Iteration 8Q: 3 clusters Score -412699 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -412768.375000 Penalty: 4083.817627
	Iteration 9Q: 3 clusters Score -412768.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -412808.843750 Penalty: 4083.817627
	Iteration 10Q: 3 clusters Score -412808.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -412843.156250 Penalty: 4083.817627
	Iteration 11Q: 3 clusters Score -412843.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -412876.281250 Penalty: 4083.817627
	Iteration 12Q: 3 clusters Score -412876.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412904.937500 Penalty: 4083.817627
	Iteration 13Q: 3 clusters Score -412904.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -412921.937500 Penalty: 4083.817627
	Iteration 14Q: 3 clusters Score -412921.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -412934.531250 Penalty: 4083.817627
	Iteration 15Q: 3 clusters Score -412934.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -412945.312500 Penalty: 4083.817627
	Iteration 16Q: 3 clusters Score -412945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -412956.687500 Penalty: 4083.817627
	Iteration 17Q: 3 clusters Score -412956.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -412966.781250 Penalty: 4083.817627
	Iteration 18Q: 3 clusters Score -412966.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -412978.968750 Penalty: 4083.817627
	Iteration 19Q: 3 clusters Score -412979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -412988.406250 Penalty: 4083.817627
	Iteration 20F: 3 clusters Score -412988.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -412998.218750 Penalty: 4083.817627
	Iteration 21Q: 3 clusters Score -412998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413009.687500 Penalty: 4083.817627
	Iteration 22Q: 3 clusters Score -413009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -413017.343750 Penalty: 4083.817627
	Iteration 23Q: 3 clusters Score -413017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -413022.000000 Penalty: 4083.817627
	Iteration 24Q: 3 clusters Score -413022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -413025.093750 Penalty: 4083.817627
	Iteration 25Q: 3 clusters Score -413025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -413029.406250 Penalty: 4083.817627
	Iteration 26Q: 3 clusters Score -413029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -413032.937500 Penalty: 4083.817627
	Iteration 27Q: 3 clusters Score -413032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -413035.843750 Penalty: 4083.817627
	Iteration 28Q: 3 clusters Score -413035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -413037.468750 Penalty: 4083.817627
	Iteration 29Q: 3 clusters Score -413037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -413038.343750 Penalty: 4083.817627
	Iteration 30Q: 3 clusters Score -413038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413038.781250 Penalty: 4083.817627
	Iteration 31Q: 3 clusters Score -413038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -413039.437500 Penalty: 4083.817627
	Iteration 32Q: 3 clusters Score -413039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413039.375000 Penalty: 4083.817627
	Iteration 33Q: 3 clusters Score -413039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413039.375000 Penalty: 4083.817627
	Iteration 34F: 3 clusters Score -413039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -790629.750000 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -790629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -784749.562500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -784749.6 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -786565.000000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -786565 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -787063.812500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -787063.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -787518.187500 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -787518.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -787921.750000 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -787921.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -788206.687500 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -788206.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -788424.000000 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -788424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -788619.250000 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -788619.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -788769.937500 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -788769.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -788917.312500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -788917.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -789037.625000 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -789037.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -789126.250000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -789126.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -789185.437500 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -789185.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -789230.625000 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -789230.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -789271.562500 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -789271.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -789303.250000 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -789303.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -789339.562500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -789339.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -789375.375000 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -789375.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -789404.187500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -789404.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -789436.625000 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -789436.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -789466.750000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -789466.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -789498.125000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -789498.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -789520.125000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -789520.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -789538.375000 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -789538.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -789564.437500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -789564.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -789593.187500 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -789593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -789612.937500 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -789612.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -789630.125000 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -789630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -789638.062500 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -789638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -789649.875000 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -789649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -789655.875000 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -789655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -789663.000000 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -789663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -789666.562500 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -789666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -789667.687500 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -789667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -789667.687500 Penalty: 4403.527344
	Iteration 34F: 3 clusters Score -789667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -90382.515625 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -90382.52 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 410 members 
Entering Unmasked Estep 
Score: -88642.007812 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -88642.01 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89369.390625 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -89369.39 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89846.718750 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -89846.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -90172.117188 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -90172.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90427.156250 Penalty: 3329.626465
	Iteration 4F: 3 clusters Score -90427.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90546.015625 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -90546.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90621.726562 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -90621.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90672.554688 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -90672.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90690.726562 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -90690.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90702.695312 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -90702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90716.109375 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -90716.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -90732.515625 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -90732.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90764.281250 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -90764.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90815.375000 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -90815.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90855.335938 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -90855.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90887.078125 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -90887.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90911.234375 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -90911.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90921.257812 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -90921.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90921.835938 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -90921.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90921.835938 Penalty: 3329.626465
	Iteration 19F: 3 clusters Score -90921.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24754 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 354457 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 68818 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14354 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Mstep: Class 37 contains 496 members 
Entering Unmasked Estep 
Score: -104962800.000000 Penalty: 125167.218750
Splitting cluster 14 changes total score from -104964064.000000 to -104962800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -992907.812500 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -992907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -986474.625000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -986474.6 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -988390.187500 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -988390.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -988830.750000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -988830.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -989244.812500 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -989244.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -989622.062500 Penalty: 4466.010742
	Iteration 4F: 3 clusters Score -989622.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -989956.437500 Penalty: 4466.010742
	Iteration 5F: 3 clusters Score -989956.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -990250.687500 Penalty: 4466.010742
	Iteration 6F: 3 clusters Score -990250.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -990450.250000 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -990450.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -990584.125000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -990584.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -990662.062500 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -990662.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -990705.375000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -990705.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -990725.625000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -990725.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -990743.187500 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -990743.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -990761.937500 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -990761.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -990772.375000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -990772.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -990775.812500 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -990775.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -990788.062500 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -990788.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -990796.250000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -990796.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -990801.125000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -990801.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -990807.562500 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -990807.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -990812.875000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -990812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -990813.062500 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -990813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -990818.500000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -990818.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -990820.375000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -990820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -990826.250000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -990826.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -990833.812500 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -990833.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -990840.562500 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -990840.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -990845.312500 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -990845.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -990852.437500 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -990852.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -990855.562500 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -990855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -990856.750000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -990856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -990860.437500 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -990860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -990863.250000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -990863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -990867.312500 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -990867.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -990869.000000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -990869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -990870.312500 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -990870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -990870.062500 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -990870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -990870.625000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -990870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -990871.875000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -990871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -990871.562500 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -990871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -990874.875000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -990874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -990877.562500 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -990877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -990876.750000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -990876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -990877.750000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -990877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -990877.187500 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -990877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -990878.625000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -990878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -990880.625000 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -990880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -990880.000000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -990880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -990880.125000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -990880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -990881.375000 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -990881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -990882.750000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -990882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -990882.062500 Penalty: 4466.010742
	Iteration 51Q: 3 clusters Score -990882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -990882.062500 Penalty: 4466.010742
	Iteration 52F: 3 clusters Score -990882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (354457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354457 members 
Entering Unmasked Estep 
Score: -45923556.000000 Penalty: 3169.028809
	Iteration 0F: 2 clusters Score -4.592356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 177404 members 
Entering Unmasked Estep 
Score: -45714104.000000 Penalty: 6338.057617
	Iteration 0F: 3 clusters Score -4.57141e+07 nChanged 171961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 180383 members 
Entering Unmasked Estep 
Score: -45817220.000000 Penalty: 6338.057617
	Iteration 1F: 3 clusters Score -4.581722e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173062 members 
Mstep: Class 2 contains 181395 members 
Entering Unmasked Estep 
Score: -45818484.000000 Penalty: 6338.057617
	Iteration 2Q: 3 clusters Score -4.581848e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171588 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -45820292.000000 Penalty: 6338.057617
	Iteration 3Q: 3 clusters Score -4.582029e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 184844 members 
Entering Unmasked Estep 
Score: -45823024.000000 Penalty: 6338.057617
	Iteration 4Q: 3 clusters Score -4.582302e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 187554 members 
Entering Unmasked Estep 
Score: -45826764.000000 Penalty: 6338.057617
	Iteration 5Q: 3 clusters Score -4.582676e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 191080 members 
Entering Unmasked Estep 
Score: -45833304.000000 Penalty: 6338.057617
	Iteration 6Q: 3 clusters Score -4.58333e+07 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -45844416.000000 Penalty: 6338.057617
	Iteration 7F: 3 clusters Score -4.584442e+07 nChanged 22611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156768 members 
Mstep: Class 2 contains 197689 members 
Entering Unmasked Estep 
Score: -45861656.000000 Penalty: 6338.057617
	Iteration 8F: 3 clusters Score -4.586166e+07 nChanged 23540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 198365 members 
Entering Unmasked Estep 
Score: -45876460.000000 Penalty: 6338.057617
	Iteration 9F: 3 clusters Score -4.587646e+07 nChanged 18089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 197248 members 
Entering Unmasked Estep 
Score: -45882788.000000 Penalty: 6338.057617
	Iteration 10F: 3 clusters Score -4.588279e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 195493 members 
Entering Unmasked Estep 
Score: -45884152.000000 Penalty: 6338.057617
	Iteration 11Q: 3 clusters Score -4.588415e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161001 members 
Mstep: Class 2 contains 193456 members 
Entering Unmasked Estep 
Score: -45884416.000000 Penalty: 6338.057617
	Iteration 12Q: 3 clusters Score -4.588442e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 191377 members 
Entering Unmasked Estep 
Score: -45884216.000000 Penalty: 6338.057617
	Iteration 13Q: 3 clusters Score -4.588422e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -45884384.000000 Penalty: 6338.057617
	Iteration 14Q: 3 clusters Score -4.588438e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 187173 members 
Entering Unmasked Estep 
Score: -45884592.000000 Penalty: 6338.057617
	Iteration 15Q: 3 clusters Score -4.588459e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 184922 members 
Entering Unmasked Estep 
Score: -45884836.000000 Penalty: 6338.057617
	Iteration 16Q: 3 clusters Score -4.588484e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172108 members 
Mstep: Class 2 contains 182349 members 
Entering Unmasked Estep 
Score: -45884908.000000 Penalty: 6338.057617
	Iteration 17Q: 3 clusters Score -4.588491e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 179603 members 
Entering Unmasked Estep 
Score: -45885228.000000 Penalty: 6338.057617
	Iteration 18Q: 3 clusters Score -4.588523e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -45885412.000000 Penalty: 6338.057617
	Iteration 19Q: 3 clusters Score -4.588541e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -45885492.000000 Penalty: 6338.057617
	Iteration 20F: 3 clusters Score -4.588549e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -45885576.000000 Penalty: 6338.057617
	Iteration 21Q: 3 clusters Score -4.588558e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188742 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -45885740.000000 Penalty: 6338.057617
	Iteration 22Q: 3 clusters Score -4.588574e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193166 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -45885924.000000 Penalty: 6338.057617
	Iteration 23Q: 3 clusters Score -4.588592e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198446 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -45886120.000000 Penalty: 6338.057617
	Iteration 24Q: 3 clusters Score -4.588612e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204700 members 
Mstep: Class 2 contains 149757 members 
Entering Unmasked Estep 
Score: -45886464.000000 Penalty: 6338.057617
	Iteration 25Q: 3 clusters Score -4.588646e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -45886988.000000 Penalty: 6338.057617
	Iteration 26Q: 3 clusters Score -4.588699e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219557 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -45887620.000000 Penalty: 6338.057617
	Iteration 27Q: 3 clusters Score -4.588762e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227748 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -45888216.000000 Penalty: 6338.057617
	Iteration 28Q: 3 clusters Score -4.588822e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235958 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -45888788.000000 Penalty: 6338.057617
	Iteration 29Q: 3 clusters Score -4.588879e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244061 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
Score: -45889396.000000 Penalty: 6338.057617
	Iteration 30Q: 3 clusters Score -4.58894e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251852 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -45890124.000000 Penalty: 6338.057617
	Iteration 31Q: 3 clusters Score -4.589012e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259003 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -45891284.000000 Penalty: 6338.057617
	Iteration 32Q: 3 clusters Score -4.589128e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265633 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -45892372.000000 Penalty: 6338.057617
	Iteration 33Q: 3 clusters Score -4.589237e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271550 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -45893196.000000 Penalty: 6338.057617
	Iteration 34Q: 3 clusters Score -4.58932e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276807 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -45893812.000000 Penalty: 6338.057617
	Iteration 35Q: 3 clusters Score -4.589381e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281551 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -45894436.000000 Penalty: 6338.057617
	Iteration 36Q: 3 clusters Score -4.589444e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285854 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -45895120.000000 Penalty: 6338.057617
	Iteration 37Q: 3 clusters Score -4.589512e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289744 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -45895424.000000 Penalty: 6338.057617
	Iteration 38Q: 3 clusters Score -4.589542e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293301 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -45895796.000000 Penalty: 6338.057617
	Iteration 39Q: 3 clusters Score -4.58958e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296536 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -45898132.000000 Penalty: 6338.057617
	Iteration 40F: 3 clusters Score -4.589813e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301127 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -45899176.000000 Penalty: 6338.057617
	Iteration 41Q: 3 clusters Score -4.589918e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305209 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -45899764.000000 Penalty: 6338.057617
	Iteration 42Q: 3 clusters Score -4.589976e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308783 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -45900284.000000 Penalty: 6338.057617
	Iteration 43Q: 3 clusters Score -4.590028e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312086 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -45900712.000000 Penalty: 6338.057617
	Iteration 44Q: 3 clusters Score -4.590071e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315129 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -45901280.000000 Penalty: 6338.057617
	Iteration 45Q: 3 clusters Score -4.590128e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317916 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -45901904.000000 Penalty: 6338.057617
	Iteration 46Q: 3 clusters Score -4.59019e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320549 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -45902552.000000 Penalty: 6338.057617
	Iteration 47Q: 3 clusters Score -4.590255e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323040 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -45903052.000000 Penalty: 6338.057617
	Iteration 48Q: 3 clusters Score -4.590305e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325495 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -45903856.000000 Penalty: 6338.057617
	Iteration 49Q: 3 clusters Score -4.590386e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327873 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -45904588.000000 Penalty: 6338.057617
	Iteration 50Q: 3 clusters Score -4.590459e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330191 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -45905612.000000 Penalty: 6338.057617
	Iteration 51Q: 3 clusters Score -4.590561e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332466 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -45907192.000000 Penalty: 6338.057617
	Iteration 52Q: 3 clusters Score -4.590719e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334749 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -45908760.000000 Penalty: 6338.057617
	Iteration 53Q: 3 clusters Score -4.590876e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336930 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -45909840.000000 Penalty: 6338.057617
	Iteration 54Q: 3 clusters Score -4.590984e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339048 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -45911012.000000 Penalty: 6338.057617
	Iteration 55Q: 3 clusters Score -4.591101e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341049 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -45911980.000000 Penalty: 6338.057617
	Iteration 56Q: 3 clusters Score -4.591198e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342938 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -45913192.000000 Penalty: 6338.057617
	Iteration 57Q: 3 clusters Score -4.591319e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344666 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -45914860.000000 Penalty: 6338.057617
	Iteration 58Q: 3 clusters Score -4.591486e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346239 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -45916384.000000 Penalty: 6338.057617
	Iteration 59Q: 3 clusters Score -4.591638e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347640 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -45917652.000000 Penalty: 6338.057617
	Iteration 60F: 3 clusters Score -4.591765e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348851 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -45918492.000000 Penalty: 6338.057617
	Iteration 61Q: 3 clusters Score -4.591849e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349857 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -45919076.000000 Penalty: 6338.057617
	Iteration 62Q: 3 clusters Score -4.591908e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350712 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -45919564.000000 Penalty: 6338.057617
	Iteration 63Q: 3 clusters Score -4.591956e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351388 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -45920120.000000 Penalty: 6338.057617
	Iteration 64Q: 3 clusters Score -4.592012e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351893 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -45920336.000000 Penalty: 6338.057617
	Iteration 65Q: 3 clusters Score -4.592034e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352286 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -45920460.000000 Penalty: 6338.057617
	Iteration 66Q: 3 clusters Score -4.592046e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352576 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -45920528.000000 Penalty: 6338.057617
	Iteration 67Q: 3 clusters Score -4.592053e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352795 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -45920656.000000 Penalty: 6338.057617
	Iteration 68Q: 3 clusters Score -4.592066e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352950 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -45920736.000000 Penalty: 6338.057617
	Iteration 69Q: 3 clusters Score -4.592074e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353081 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -45920792.000000 Penalty: 6338.057617
	Iteration 70Q: 3 clusters Score -4.592079e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -45920844.000000 Penalty: 6338.057617
	Iteration 71Q: 3 clusters Score -4.592084e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -45920836.000000 Penalty: 6338.057617
	Iteration 72Q: 3 clusters Score -4.592084e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353340 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -45920820.000000 Penalty: 6338.057617
	Iteration 73Q: 3 clusters Score -4.592082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353387 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -45920824.000000 Penalty: 6338.057617
	Iteration 74Q: 3 clusters Score -4.592082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -45920804.000000 Penalty: 6338.057617
	Iteration 75Q: 3 clusters Score -4.59208e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353465 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -45920784.000000 Penalty: 6338.057617
	Iteration 76Q: 3 clusters Score -4.592078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353504 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -45920836.000000 Penalty: 6338.057617
	Iteration 77Q: 3 clusters Score -4.592084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353523 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -45920832.000000 Penalty: 6338.057617
	Iteration 78Q: 3 clusters Score -4.592083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353544 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -45920852.000000 Penalty: 6338.057617
	Iteration 79Q: 3 clusters Score -4.592085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353564 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -45920860.000000 Penalty: 6338.057617
	Iteration 80F: 3 clusters Score -4.592086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353582 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -45920912.000000 Penalty: 6338.057617
	Iteration 81Q: 3 clusters Score -4.592091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353597 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -45920872.000000 Penalty: 6338.057617
	Iteration 82Q: 3 clusters Score -4.592087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353611 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -45920860.000000 Penalty: 6338.057617
	Iteration 83Q: 3 clusters Score -4.592086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -45920884.000000 Penalty: 6338.057617
	Iteration 84Q: 3 clusters Score -4.592088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353635 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -45920892.000000 Penalty: 6338.057617
	Iteration 85Q: 3 clusters Score -4.592089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -45920936.000000 Penalty: 6338.057617
	Iteration 86Q: 3 clusters Score -4.592094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -45920940.000000 Penalty: 6338.057617
	Iteration 87Q: 3 clusters Score -4.592094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -45920948.000000 Penalty: 6338.057617
	Iteration 88Q: 3 clusters Score -4.592095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -45920964.000000 Penalty: 6338.057617
	Iteration 89Q: 3 clusters Score -4.592096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -45920952.000000 Penalty: 6338.057617
	Iteration 90Q: 3 clusters Score -4.592095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -45920964.000000 Penalty: 6338.057617
	Iteration 91Q: 3 clusters Score -4.592096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353694 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -45921016.000000 Penalty: 6338.057617
	Iteration 92Q: 3 clusters Score -4.592102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -45920996.000000 Penalty: 6338.057617
	Iteration 93Q: 3 clusters Score -4.5921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -45920996.000000 Penalty: 6338.057617
	Iteration 94Q: 3 clusters Score -4.5921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -45920984.000000 Penalty: 6338.057617
	Iteration 95Q: 3 clusters Score -4.592098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -45921008.000000 Penalty: 6338.057617
	Iteration 96Q: 3 clusters Score -4.592101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -45921004.000000 Penalty: 6338.057617
	Iteration 97Q: 3 clusters Score -4.5921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -45921004.000000 Penalty: 6338.057617
	Iteration 98F: 3 clusters Score -4.5921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Entering Unmasked Estep 
Score: -5599494.500000 Penalty: 2651.151123
	Iteration 0F: 2 clusters Score -5599494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5569821.000000 Penalty: 5302.302246
	Iteration 0F: 3 clusters Score -5569821 nChanged 20203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5580888.500000 Penalty: 5302.302246
	Iteration 1F: 3 clusters Score -5580888 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5581293.500000 Penalty: 5302.302246
	Iteration 2Q: 3 clusters Score -5581294 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5581691.500000 Penalty: 5302.302246
	Iteration 3Q: 3 clusters Score -5581692 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5582082.500000 Penalty: 5302.302246
	Iteration 4Q: 3 clusters Score -5582082 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -5582490.000000 Penalty: 5302.302246
	Iteration 5Q: 3 clusters Score -5582490 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -5582955.500000 Penalty: 5302.302246
	Iteration 6Q: 3 clusters Score -5582956 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5583472.000000 Penalty: 5302.302246
	Iteration 7Q: 3 clusters Score -5583472 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5584304.000000 Penalty: 5302.302246
	Iteration 8Q: 3 clusters Score -5584304 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5585452.000000 Penalty: 5302.302246
	Iteration 9Q: 3 clusters Score -5585452 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -5587037.000000 Penalty: 5302.302246
	Iteration 10F: 3 clusters Score -5587037 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -5589182.500000 Penalty: 5302.302246
	Iteration 11F: 3 clusters Score -5589182 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5591652.500000 Penalty: 5302.302246
	Iteration 12F: 3 clusters Score -5591652 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5594056.000000 Penalty: 5302.302246
	Iteration 13F: 3 clusters Score -5594056 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5595622.000000 Penalty: 5302.302246
	Iteration 14Q: 3 clusters Score -5595622 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5596440.000000 Penalty: 5302.302246
	Iteration 15Q: 3 clusters Score -5596440 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5596842.000000 Penalty: 5302.302246
	Iteration 16Q: 3 clusters Score -5596842 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5596995.500000 Penalty: 5302.302246
	Iteration 17Q: 3 clusters Score -5596996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5597068.000000 Penalty: 5302.302246
	Iteration 18Q: 3 clusters Score -5597068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5597126.500000 Penalty: 5302.302246
	Iteration 19Q: 3 clusters Score -5597126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5597162.500000 Penalty: 5302.302246
	Iteration 20F: 3 clusters Score -5597162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5597176.000000 Penalty: 5302.302246
	Iteration 21Q: 3 clusters Score -5597176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5597186.500000 Penalty: 5302.302246
	Iteration 22Q: 3 clusters Score -5597186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5597204.000000 Penalty: 5302.302246
	Iteration 23Q: 3 clusters Score -5597204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5597207.500000 Penalty: 5302.302246
	Iteration 24Q: 3 clusters Score -5597208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5597224.500000 Penalty: 5302.302246
	Iteration 25Q: 3 clusters Score -5597224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5597223.500000 Penalty: 5302.302246
	Iteration 26Q: 3 clusters Score -5597224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5597227.000000 Penalty: 5302.302246
	Iteration 27Q: 3 clusters Score -5597227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5597226.000000 Penalty: 5302.302246
	Iteration 28Q: 3 clusters Score -5597226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5597224.000000 Penalty: 5302.302246
	Iteration 29Q: 3 clusters Score -5597224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5597224.000000 Penalty: 5302.302246
	Iteration 30F: 3 clusters Score -5597224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -83585.812500 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -83585.81 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 376 members 
Entering Unmasked Estep 
Score: -81899.257812 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -81899.26 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82386.500000 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -82386.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82578.679688 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -82578.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82778.601562 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -82778.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83054.445312 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -83054.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83348.093750 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -83348.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83540.570312 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -83540.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83669.257812 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -83669.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83790.804688 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -83790.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83917.304688 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -83917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83980.250000 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -83980.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84019.804688 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -84019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84063.125000 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -84063.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84091.203125 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -84091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84110.000000 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -84110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84154.062500 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -84154.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84200.468750 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -84200.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84294.992188 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -84294.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84413.710938 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -84413.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84414.335938 Penalty: 3284.217285
	Iteration 19F: 3 clusters Score -84414.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84430.304688 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -84430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84464.812500 Penalty: 3284.217285
	Iteration 21Q: 3 clusters Score -84464.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84520.578125 Penalty: 3284.217285
	Iteration 22Q: 3 clusters Score -84520.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84520.578125 Penalty: 3284.217285
	Iteration 23F: 3 clusters Score -84520.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24754 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 354457 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 68818 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14354 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Mstep: Class 37 contains 301 members 
Entering Unmasked Estep 
Score: -104963192.000000 Penalty: 125167.218750
Splitting cluster 18 changes total score from -104964064.000000 to -104963192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -2459771.250000 Penalty: 2437.947266
	Iteration 0F: 2 clusters Score -2459771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2446498.750000 Penalty: 4875.894531
	Iteration 0F: 3 clusters Score -2446499 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2450909.500000 Penalty: 4875.894531
	Iteration 1F: 3 clusters Score -2450910 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2451375.500000 Penalty: 4875.894531
	Iteration 2F: 3 clusters Score -2451376 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2451863.250000 Penalty: 4875.894531
	Iteration 3F: 3 clusters Score -2451863 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2452400.500000 Penalty: 4875.894531
	Iteration 4F: 3 clusters Score -2452400 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2453062.250000 Penalty: 4875.894531
	Iteration 5F: 3 clusters Score -2453062 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2453946.250000 Penalty: 4875.894531
	Iteration 6F: 3 clusters Score -2453946 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2454923.750000 Penalty: 4875.894531
	Iteration 7F: 3 clusters Score -2454924 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2455819.750000 Penalty: 4875.894531
	Iteration 8F: 3 clusters Score -2455820 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2456533.250000 Penalty: 4875.894531
	Iteration 9Q: 3 clusters Score -2456533 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2456955.000000 Penalty: 4875.894531
	Iteration 10Q: 3 clusters Score -2456955 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2457216.000000 Penalty: 4875.894531
	Iteration 11Q: 3 clusters Score -2457216 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2457404.750000 Penalty: 4875.894531
	Iteration 12Q: 3 clusters Score -2457405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2457510.500000 Penalty: 4875.894531
	Iteration 13Q: 3 clusters Score -2457510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2457577.250000 Penalty: 4875.894531
	Iteration 14Q: 3 clusters Score -2457577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2457609.750000 Penalty: 4875.894531
	Iteration 15Q: 3 clusters Score -2457610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2457640.250000 Penalty: 4875.894531
	Iteration 16Q: 3 clusters Score -2457640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2457665.500000 Penalty: 4875.894531
	Iteration 17Q: 3 clusters Score -2457666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2457685.500000 Penalty: 4875.894531
	Iteration 18Q: 3 clusters Score -2457686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2457701.500000 Penalty: 4875.894531
	Iteration 19Q: 3 clusters Score -2457702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2457713.750000 Penalty: 4875.894531
	Iteration 20F: 3 clusters Score -2457714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2457723.750000 Penalty: 4875.894531
	Iteration 21Q: 3 clusters Score -2457724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2457725.750000 Penalty: 4875.894531
	Iteration 22Q: 3 clusters Score -2457726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2457730.500000 Penalty: 4875.894531
	Iteration 23Q: 3 clusters Score -2457730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2457733.000000 Penalty: 4875.894531
	Iteration 24Q: 3 clusters Score -2457733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2457731.500000 Penalty: 4875.894531
	Iteration 25Q: 3 clusters Score -2457732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2457735.000000 Penalty: 4875.894531
	Iteration 26Q: 3 clusters Score -2457735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2457735.000000 Penalty: 4875.894531
	Iteration 27F: 3 clusters Score -2457735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Entering Unmasked Estep 
Score: -1589858.625000 Penalty: 2336.027588
	Iteration 0F: 2 clusters Score -1589859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1580674.500000 Penalty: 4672.055176
	Iteration 0F: 3 clusters Score -1580674 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1583569.500000 Penalty: 4672.055176
	Iteration 1F: 3 clusters Score -1583570 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1584021.125000 Penalty: 4672.055176
	Iteration 2F: 3 clusters Score -1584021 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1584478.125000 Penalty: 4672.055176
	Iteration 3F: 3 clusters Score -1584478 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1584917.125000 Penalty: 4672.055176
	Iteration 4F: 3 clusters Score -1584917 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1585331.750000 Penalty: 4672.055176
	Iteration 5F: 3 clusters Score -1585332 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1585730.125000 Penalty: 4672.055176
	Iteration 6F: 3 clusters Score -1585730 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1586169.000000 Penalty: 4672.055176
	Iteration 7Q: 3 clusters Score -1586169 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1586588.750000 Penalty: 4672.055176
	Iteration 8Q: 3 clusters Score -1586589 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1586908.375000 Penalty: 4672.055176
	Iteration 9Q: 3 clusters Score -1586908 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1587161.750000 Penalty: 4672.055176
	Iteration 10Q: 3 clusters Score -1587162 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1587332.250000 Penalty: 4672.055176
	Iteration 11Q: 3 clusters Score -1587332 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1587451.125000 Penalty: 4672.055176
	Iteration 12Q: 3 clusters Score -1587451 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1587532.375000 Penalty: 4672.055176
	Iteration 13Q: 3 clusters Score -1587532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1587588.500000 Penalty: 4672.055176
	Iteration 14Q: 3 clusters Score -1587588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1587647.125000 Penalty: 4672.055176
	Iteration 15Q: 3 clusters Score -1587647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1587688.375000 Penalty: 4672.055176
	Iteration 16Q: 3 clusters Score -1587688 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1587735.625000 Penalty: 4672.055176
	Iteration 17Q: 3 clusters Score -1587736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1587767.250000 Penalty: 4672.055176
	Iteration 18Q: 3 clusters Score -1587767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1587790.625000 Penalty: 4672.055176
	Iteration 19Q: 3 clusters Score -1587791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1587802.250000 Penalty: 4672.055176
	Iteration 20F: 3 clusters Score -1587802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1587821.625000 Penalty: 4672.055176
	Iteration 21Q: 3 clusters Score -1587822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1587836.000000 Penalty: 4672.055176
	Iteration 22Q: 3 clusters Score -1587836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1587852.000000 Penalty: 4672.055176
	Iteration 23Q: 3 clusters Score -1587852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1587864.750000 Penalty: 4672.055176
	Iteration 24Q: 3 clusters Score -1587865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1587879.625000 Penalty: 4672.055176
	Iteration 25Q: 3 clusters Score -1587880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1587892.250000 Penalty: 4672.055176
	Iteration 26Q: 3 clusters Score -1587892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1587906.875000 Penalty: 4672.055176
	Iteration 27Q: 3 clusters Score -1587907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1587923.375000 Penalty: 4672.055176
	Iteration 28Q: 3 clusters Score -1587923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1587943.625000 Penalty: 4672.055176
	Iteration 29Q: 3 clusters Score -1587944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1587955.875000 Penalty: 4672.055176
	Iteration 30Q: 3 clusters Score -1587956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1587971.500000 Penalty: 4672.055176
	Iteration 31Q: 3 clusters Score -1587972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1587985.000000 Penalty: 4672.055176
	Iteration 32Q: 3 clusters Score -1587985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1587994.500000 Penalty: 4672.055176
	Iteration 33Q: 3 clusters Score -1587994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1588008.625000 Penalty: 4672.055176
	Iteration 34Q: 3 clusters Score -1588009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1588020.125000 Penalty: 4672.055176
	Iteration 35Q: 3 clusters Score -1588020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1588035.000000 Penalty: 4672.055176
	Iteration 36Q: 3 clusters Score -1588035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1588044.000000 Penalty: 4672.055176
	Iteration 37Q: 3 clusters Score -1588044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1588051.250000 Penalty: 4672.055176
	Iteration 38Q: 3 clusters Score -1588051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1588051.750000 Penalty: 4672.055176
	Iteration 39Q: 3 clusters Score -1588052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1588053.750000 Penalty: 4672.055176
	Iteration 40F: 3 clusters Score -1588054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1588057.500000 Penalty: 4672.055176
	Iteration 41Q: 3 clusters Score -1588058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1588058.125000 Penalty: 4672.055176
	Iteration 42Q: 3 clusters Score -1588058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1588066.750000 Penalty: 4672.055176
	Iteration 43Q: 3 clusters Score -1588067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1588074.500000 Penalty: 4672.055176
	Iteration 44Q: 3 clusters Score -1588074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1588080.250000 Penalty: 4672.055176
	Iteration 45Q: 3 clusters Score -1588080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1588084.125000 Penalty: 4672.055176
	Iteration 46Q: 3 clusters Score -1588084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1588095.000000 Penalty: 4672.055176
	Iteration 47Q: 3 clusters Score -1588095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1588104.000000 Penalty: 4672.055176
	Iteration 48Q: 3 clusters Score -1588104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1588108.625000 Penalty: 4672.055176
	Iteration 49Q: 3 clusters Score -1588109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1588116.750000 Penalty: 4672.055176
	Iteration 50Q: 3 clusters Score -1588117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1588120.625000 Penalty: 4672.055176
	Iteration 51Q: 3 clusters Score -1588121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1588125.000000 Penalty: 4672.055176
	Iteration 52Q: 3 clusters Score -1588125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1588133.500000 Penalty: 4672.055176
	Iteration 53Q: 3 clusters Score -1588134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1588133.000000 Penalty: 4672.055176
	Iteration 54Q: 3 clusters Score -1588133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1588133.375000 Penalty: 4672.055176
	Iteration 55Q: 3 clusters Score -1588133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1588133.250000 Penalty: 4672.055176
	Iteration 56Q: 3 clusters Score -1588133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1588133.625000 Penalty: 4672.055176
	Iteration 57Q: 3 clusters Score -1588134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1588133.125000 Penalty: 4672.055176
	Iteration 58Q: 3 clusters Score -1588133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1588133.875000 Penalty: 4672.055176
	Iteration 59Q: 3 clusters Score -1588134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1588137.250000 Penalty: 4672.055176
	Iteration 60F: 3 clusters Score -1588137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1588138.125000 Penalty: 4672.055176
	Iteration 61Q: 3 clusters Score -1588138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1588136.750000 Penalty: 4672.055176
	Iteration 62Q: 3 clusters Score -1588137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1588138.125000 Penalty: 4672.055176
	Iteration 63Q: 3 clusters Score -1588138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1588145.625000 Penalty: 4672.055176
	Iteration 64Q: 3 clusters Score -1588146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1588146.125000 Penalty: 4672.055176
	Iteration 65Q: 3 clusters Score -1588146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1588145.250000 Penalty: 4672.055176
	Iteration 66Q: 3 clusters Score -1588145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1588143.750000 Penalty: 4672.055176
	Iteration 67Q: 3 clusters Score -1588144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1588146.375000 Penalty: 4672.055176
	Iteration 68Q: 3 clusters Score -1588146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1588147.000000 Penalty: 4672.055176
	Iteration 69Q: 3 clusters Score -1588147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1588148.125000 Penalty: 4672.055176
	Iteration 70Q: 3 clusters Score -1588148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1588148.875000 Penalty: 4672.055176
	Iteration 71Q: 3 clusters Score -1588149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1588148.375000 Penalty: 4672.055176
	Iteration 72Q: 3 clusters Score -1588148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1588148.875000 Penalty: 4672.055176
	Iteration 73Q: 3 clusters Score -1588149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1588150.000000 Penalty: 4672.055176
	Iteration 74Q: 3 clusters Score -1588150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1588151.875000 Penalty: 4672.055176
	Iteration 75Q: 3 clusters Score -1588152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1588151.875000 Penalty: 4672.055176
	Iteration 76Q: 3 clusters Score -1588152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1588154.875000 Penalty: 4672.055176
	Iteration 77Q: 3 clusters Score -1588155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1588157.125000 Penalty: 4672.055176
	Iteration 78Q: 3 clusters Score -1588157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1588155.125000 Penalty: 4672.055176
	Iteration 79Q: 3 clusters Score -1588155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1588158.000000 Penalty: 4672.055176
	Iteration 80F: 3 clusters Score -1588158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1588161.000000 Penalty: 4672.055176
	Iteration 81Q: 3 clusters Score -1588161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1588160.500000 Penalty: 4672.055176
	Iteration 82Q: 3 clusters Score -1588160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1588159.875000 Penalty: 4672.055176
	Iteration 83Q: 3 clusters Score -1588160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1588159.875000 Penalty: 4672.055176
	Iteration 84F: 3 clusters Score -1588160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Entering Unmasked Estep 
Score: -8993629.000000 Penalty: 2762.526611
	Iteration 0F: 2 clusters Score -8993629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -8947555.000000 Penalty: 5525.053223
	Iteration 0F: 3 clusters Score -8947555 nChanged 32099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8965790.000000 Penalty: 5525.053223
	Iteration 1F: 3 clusters Score -8965790 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -8966881.000000 Penalty: 5525.053223
	Iteration 2Q: 3 clusters Score -8966881 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8968287.000000 Penalty: 5525.053223
	Iteration 3Q: 3 clusters Score -8968287 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8970063.000000 Penalty: 5525.053223
	Iteration 4F: 3 clusters Score -8970063 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -8972383.000000 Penalty: 5525.053223
	Iteration 5F: 3 clusters Score -8972383 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -8975410.000000 Penalty: 5525.053223
	Iteration 6F: 3 clusters Score -8975410 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -8978873.000000 Penalty: 5525.053223
	Iteration 7F: 3 clusters Score -8978873 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -8982109.000000 Penalty: 5525.053223
	Iteration 8F: 3 clusters Score -8982109 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -8984734.000000 Penalty: 5525.053223
	Iteration 9Q: 3 clusters Score -8984734 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -8986327.000000 Penalty: 5525.053223
	Iteration 10Q: 3 clusters Score -8986327 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -8987171.000000 Penalty: 5525.053223
	Iteration 11Q: 3 clusters Score -8987171 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -8987742.000000 Penalty: 5525.053223
	Iteration 12Q: 3 clusters Score -8987742 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -8988211.000000 Penalty: 5525.053223
	Iteration 13Q: 3 clusters Score -8988211 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -8988657.000000 Penalty: 5525.053223
	Iteration 14Q: 3 clusters Score -8988657 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -8989021.000000 Penalty: 5525.053223
	Iteration 15Q: 3 clusters Score -8989021 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -8989336.000000 Penalty: 5525.053223
	Iteration 16Q: 3 clusters Score -8989336 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -8989670.000000 Penalty: 5525.053223
	Iteration 17Q: 3 clusters Score -8989670 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -8989902.000000 Penalty: 5525.053223
	Iteration 18Q: 3 clusters Score -8989902 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -8990095.000000 Penalty: 5525.053223
	Iteration 19Q: 3 clusters Score -8990095 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8990274.000000 Penalty: 5525.053223
	Iteration 20F: 3 clusters Score -8990274 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -8990378.000000 Penalty: 5525.053223
	Iteration 21Q: 3 clusters Score -8990378 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8990504.000000 Penalty: 5525.053223
	Iteration 22Q: 3 clusters Score -8990504 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -8990632.000000 Penalty: 5525.053223
	Iteration 23Q: 3 clusters Score -8990632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8990740.000000 Penalty: 5525.053223
	Iteration 24Q: 3 clusters Score -8990740 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8990828.000000 Penalty: 5525.053223
	Iteration 25Q: 3 clusters Score -8990828 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8990857.000000 Penalty: 5525.053223
	Iteration 26Q: 3 clusters Score -8990857 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8990931.000000 Penalty: 5525.053223
	Iteration 27Q: 3 clusters Score -8990931 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8991029.000000 Penalty: 5525.053223
	Iteration 28Q: 3 clusters Score -8991029 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8991094.000000 Penalty: 5525.053223
	Iteration 29Q: 3 clusters Score -8991094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -8991134.000000 Penalty: 5525.053223
	Iteration 30Q: 3 clusters Score -8991134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8991201.000000 Penalty: 5525.053223
	Iteration 31Q: 3 clusters Score -8991201 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8991271.000000 Penalty: 5525.053223
	Iteration 32Q: 3 clusters Score -8991271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8991332.000000 Penalty: 5525.053223
	Iteration 33Q: 3 clusters Score -8991332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8991412.000000 Penalty: 5525.053223
	Iteration 34Q: 3 clusters Score -8991412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8991450.000000 Penalty: 5525.053223
	Iteration 35Q: 3 clusters Score -8991450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8991516.000000 Penalty: 5525.053223
	Iteration 36Q: 3 clusters Score -8991516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8991602.000000 Penalty: 5525.053223
	Iteration 37Q: 3 clusters Score -8991602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8991644.000000 Penalty: 5525.053223
	Iteration 38Q: 3 clusters Score -8991644 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8991704.000000 Penalty: 5525.053223
	Iteration 39Q: 3 clusters Score -8991704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8991734.000000 Penalty: 5525.053223
	Iteration 40F: 3 clusters Score -8991734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8991747.000000 Penalty: 5525.053223
	Iteration 41Q: 3 clusters Score -8991747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8991783.000000 Penalty: 5525.053223
	Iteration 42Q: 3 clusters Score -8991783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8991795.000000 Penalty: 5525.053223
	Iteration 43Q: 3 clusters Score -8991795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8991829.000000 Penalty: 5525.053223
	Iteration 44Q: 3 clusters Score -8991829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8991853.000000 Penalty: 5525.053223
	Iteration 45Q: 3 clusters Score -8991853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8991862.000000 Penalty: 5525.053223
	Iteration 46Q: 3 clusters Score -8991862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8991874.000000 Penalty: 5525.053223
	Iteration 47Q: 3 clusters Score -8991874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8991873.000000 Penalty: 5525.053223
	Iteration 48Q: 3 clusters Score -8991873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8991893.000000 Penalty: 5525.053223
	Iteration 49Q: 3 clusters Score -8991893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8991899.000000 Penalty: 5525.053223
	Iteration 50Q: 3 clusters Score -8991899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8991901.000000 Penalty: 5525.053223
	Iteration 51Q: 3 clusters Score -8991901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8991909.000000 Penalty: 5525.053223
	Iteration 52Q: 3 clusters Score -8991909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8991900.000000 Penalty: 5525.053223
	Iteration 53Q: 3 clusters Score -8991900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8991905.000000 Penalty: 5525.053223
	Iteration 54Q: 3 clusters Score -8991905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8991915.000000 Penalty: 5525.053223
	Iteration 55Q: 3 clusters Score -8991915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8991926.000000 Penalty: 5525.053223
	Iteration 56Q: 3 clusters Score -8991926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8991923.000000 Penalty: 5525.053223
	Iteration 57Q: 3 clusters Score -8991923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8991932.000000 Penalty: 5525.053223
	Iteration 58Q: 3 clusters Score -8991932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5525.053223
	Iteration 59Q: 3 clusters Score -8991934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8991919.000000 Penalty: 5525.053223
	Iteration 60F: 3 clusters Score -8991919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8991913.000000 Penalty: 5525.053223
	Iteration 61Q: 3 clusters Score -8991913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8991917.000000 Penalty: 5525.053223
	Iteration 62Q: 3 clusters Score -8991917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8991915.000000 Penalty: 5525.053223
	Iteration 63Q: 3 clusters Score -8991915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8991924.000000 Penalty: 5525.053223
	Iteration 64Q: 3 clusters Score -8991924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8991937.000000 Penalty: 5525.053223
	Iteration 65Q: 3 clusters Score -8991937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8991945.000000 Penalty: 5525.053223
	Iteration 66Q: 3 clusters Score -8991945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8991946.000000 Penalty: 5525.053223
	Iteration 67Q: 3 clusters Score -8991946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8991941.000000 Penalty: 5525.053223
	Iteration 68Q: 3 clusters Score -8991941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5525.053223
	Iteration 69Q: 3 clusters Score -8991934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8991941.000000 Penalty: 5525.053223
	Iteration 70Q: 3 clusters Score -8991941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8991933.000000 Penalty: 5525.053223
	Iteration 71Q: 3 clusters Score -8991933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8991936.000000 Penalty: 5525.053223
	Iteration 72Q: 3 clusters Score -8991936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5525.053223
	Iteration 73Q: 3 clusters Score -8991934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8991931.000000 Penalty: 5525.053223
	Iteration 74Q: 3 clusters Score -8991931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8991933.000000 Penalty: 5525.053223
	Iteration 75Q: 3 clusters Score -8991933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5525.053223
	Iteration 76Q: 3 clusters Score -8991934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5525.053223
	Iteration 77F: 3 clusters Score -8991934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Entering Unmasked Estep 
Score: -5970749.500000 Penalty: 2679.405762
	Iteration 0F: 2 clusters Score -5970750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5937524.500000 Penalty: 5358.811523
	Iteration 0F: 3 clusters Score -5937524 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5950382.500000 Penalty: 5358.811523
	Iteration 1F: 3 clusters Score -5950382 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5951150.000000 Penalty: 5358.811523
	Iteration 2Q: 3 clusters Score -5951150 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5952003.500000 Penalty: 5358.811523
	Iteration 3Q: 3 clusters Score -5952004 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5952910.500000 Penalty: 5358.811523
	Iteration 4Q: 3 clusters Score -5952910 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5954010.500000 Penalty: 5358.811523
	Iteration 5Q: 3 clusters Score -5954010 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -5955346.000000 Penalty: 5358.811523
	Iteration 6F: 3 clusters Score -5955346 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5957069.500000 Penalty: 5358.811523
	Iteration 7F: 3 clusters Score -5957070 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -5959071.000000 Penalty: 5358.811523
	Iteration 8F: 3 clusters Score -5959071 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5960912.500000 Penalty: 5358.811523
	Iteration 9F: 3 clusters Score -5960912 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -5962505.000000 Penalty: 5358.811523
	Iteration 10Q: 3 clusters Score -5962505 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5963637.500000 Penalty: 5358.811523
	Iteration 11Q: 3 clusters Score -5963638 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5964484.500000 Penalty: 5358.811523
	Iteration 12Q: 3 clusters Score -5964484 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5965073.000000 Penalty: 5358.811523
	Iteration 13Q: 3 clusters Score -5965073 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5965496.500000 Penalty: 5358.811523
	Iteration 14Q: 3 clusters Score -5965496 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5965863.000000 Penalty: 5358.811523
	Iteration 15Q: 3 clusters Score -5965863 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5966242.000000 Penalty: 5358.811523
	Iteration 16Q: 3 clusters Score -5966242 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5966607.000000 Penalty: 5358.811523
	Iteration 17Q: 3 clusters Score -5966607 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5966952.000000 Penalty: 5358.811523
	Iteration 18Q: 3 clusters Score -5966952 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5967221.500000 Penalty: 5358.811523
	Iteration 19Q: 3 clusters Score -5967222 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5967556.000000 Penalty: 5358.811523
	Iteration 20F: 3 clusters Score -5967556 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -5967893.500000 Penalty: 5358.811523
	Iteration 21Q: 3 clusters Score -5967894 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5968247.500000 Penalty: 5358.811523
	Iteration 22Q: 3 clusters Score -5968248 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5968535.000000 Penalty: 5358.811523
	Iteration 23Q: 3 clusters Score -5968535 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5968840.500000 Penalty: 5358.811523
	Iteration 24Q: 3 clusters Score -5968840 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5969092.500000 Penalty: 5358.811523
	Iteration 25Q: 3 clusters Score -5969092 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5969256.500000 Penalty: 5358.811523
	Iteration 26Q: 3 clusters Score -5969256 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5969384.500000 Penalty: 5358.811523
	Iteration 27Q: 3 clusters Score -5969384 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5969480.000000 Penalty: 5358.811523
	Iteration 28Q: 3 clusters Score -5969480 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5969532.000000 Penalty: 5358.811523
	Iteration 29Q: 3 clusters Score -5969532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5969582.000000 Penalty: 5358.811523
	Iteration 30Q: 3 clusters Score -5969582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5969598.500000 Penalty: 5358.811523
	Iteration 31Q: 3 clusters Score -5969598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5969605.000000 Penalty: 5358.811523
	Iteration 32Q: 3 clusters Score -5969605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -5969623.500000 Penalty: 5358.811523
	Iteration 33Q: 3 clusters Score -5969624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5969636.000000 Penalty: 5358.811523
	Iteration 34Q: 3 clusters Score -5969636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -5969664.500000 Penalty: 5358.811523
	Iteration 35Q: 3 clusters Score -5969664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5969679.000000 Penalty: 5358.811523
	Iteration 36Q: 3 clusters Score -5969679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5969689.000000 Penalty: 5358.811523
	Iteration 37Q: 3 clusters Score -5969689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -5969701.500000 Penalty: 5358.811523
	Iteration 38Q: 3 clusters Score -5969702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5969718.500000 Penalty: 5358.811523
	Iteration 39Q: 3 clusters Score -5969718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -5969731.000000 Penalty: 5358.811523
	Iteration 40F: 3 clusters Score -5969731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5969733.500000 Penalty: 5358.811523
	Iteration 41Q: 3 clusters Score -5969734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -5969740.500000 Penalty: 5358.811523
	Iteration 42Q: 3 clusters Score -5969740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -5969757.500000 Penalty: 5358.811523
	Iteration 43Q: 3 clusters Score -5969758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -5969766.000000 Penalty: 5358.811523
	Iteration 44Q: 3 clusters Score -5969766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -5969764.000000 Penalty: 5358.811523
	Iteration 45Q: 3 clusters Score -5969764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5969770.500000 Penalty: 5358.811523
	Iteration 46Q: 3 clusters Score -5969770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5969768.000000 Penalty: 5358.811523
	Iteration 47Q: 3 clusters Score -5969768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5969759.500000 Penalty: 5358.811523
	Iteration 48Q: 3 clusters Score -5969760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5969763.000000 Penalty: 5358.811523
	Iteration 49Q: 3 clusters Score -5969763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -5969765.000000 Penalty: 5358.811523
	Iteration 50Q: 3 clusters Score -5969765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5969769.500000 Penalty: 5358.811523
	Iteration 51Q: 3 clusters Score -5969770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -5969774.000000 Penalty: 5358.811523
	Iteration 52Q: 3 clusters Score -5969774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5969774.500000 Penalty: 5358.811523
	Iteration 53Q: 3 clusters Score -5969774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -5969779.000000 Penalty: 5358.811523
	Iteration 54Q: 3 clusters Score -5969779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -5969777.000000 Penalty: 5358.811523
	Iteration 55Q: 3 clusters Score -5969777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5969776.000000 Penalty: 5358.811523
	Iteration 56Q: 3 clusters Score -5969776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -5969777.500000 Penalty: 5358.811523
	Iteration 57Q: 3 clusters Score -5969778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -5969782.500000 Penalty: 5358.811523
	Iteration 58Q: 3 clusters Score -5969782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5969792.500000 Penalty: 5358.811523
	Iteration 59Q: 3 clusters Score -5969792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -5969795.500000 Penalty: 5358.811523
	Iteration 60F: 3 clusters Score -5969796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -5969791.000000 Penalty: 5358.811523
	Iteration 61Q: 3 clusters Score -5969791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -5969780.500000 Penalty: 5358.811523
	Iteration 62Q: 3 clusters Score -5969780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5969784.500000 Penalty: 5358.811523
	Iteration 63Q: 3 clusters Score -5969784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5969784.500000 Penalty: 5358.811523
	Iteration 64F: 3 clusters Score -5969784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -451454.562500 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -451454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -447768.062500 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -447768.1 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -448650.156250 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -448650.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -448943.968750 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -448944 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -449128.937500 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -449128.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -449256.687500 Penalty: 4068.566895
	Iteration 4Q: 3 clusters Score -449256.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -449348.843750 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -449348.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -449423.750000 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -449423.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -449481.406250 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -449481.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -449524.937500 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -449524.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -449564.718750 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -449564.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -449589.843750 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -449589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -449608.000000 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -449608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -449625.625000 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -449625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -449638.906250 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -449638.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -449651.156250 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -449651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -449662.406250 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -449662.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -449669.812500 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -449669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -449677.125000 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -449677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -449682.781250 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -449682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -449687.406250 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -449687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -449692.031250 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -449692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -449694.156250 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -449694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -449694.156250 Penalty: 4068.566895
	Iteration 22F: 3 clusters Score -449694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -1003519.125000 Penalty: 2253.305664
	Iteration 0F: 2 clusters Score -1003519 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 4420 members 
Entering Unmasked Estep 
Score: -996552.875000 Penalty: 4506.611328
	Iteration 0F: 3 clusters Score -996552.9 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -998697.312500 Penalty: 4506.611328
	Iteration 1F: 3 clusters Score -998697.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -999100.062500 Penalty: 4506.611328
	Iteration 2F: 3 clusters Score -999100.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -999359.187500 Penalty: 4506.611328
	Iteration 3F: 3 clusters Score -999359.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -999561.437500 Penalty: 4506.611328
	Iteration 4Q: 3 clusters Score -999561.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -999745.875000 Penalty: 4506.611328
	Iteration 5Q: 3 clusters Score -999745.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -999914.750000 Penalty: 4506.611328
	Iteration 6Q: 3 clusters Score -999914.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1000085.812500 Penalty: 4506.611328
	Iteration 7Q: 3 clusters Score -1000086 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1000274.250000 Penalty: 4506.611328
	Iteration 8Q: 3 clusters Score -1000274 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1000480.062500 Penalty: 4506.611328
	Iteration 9Q: 3 clusters Score -1000480 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1000680.437500 Penalty: 4506.611328
	Iteration 10Q: 3 clusters Score -1000680 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1000892.312500 Penalty: 4506.611328
	Iteration 11Q: 3 clusters Score -1000892 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1001114.750000 Penalty: 4506.611328
	Iteration 12Q: 3 clusters Score -1001115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1001318.687500 Penalty: 4506.611328
	Iteration 13Q: 3 clusters Score -1001319 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1001511.437500 Penalty: 4506.611328
	Iteration 14Q: 3 clusters Score -1001511 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1001619.312500 Penalty: 4506.611328
	Iteration 15Q: 3 clusters Score -1001619 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1001703.500000 Penalty: 4506.611328
	Iteration 16Q: 3 clusters Score -1001704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1001771.250000 Penalty: 4506.611328
	Iteration 17Q: 3 clusters Score -1001771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1001823.437500 Penalty: 4506.611328
	Iteration 18Q: 3 clusters Score -1001823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1001862.937500 Penalty: 4506.611328
	Iteration 19Q: 3 clusters Score -1001863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1001897.312500 Penalty: 4506.611328
	Iteration 20F: 3 clusters Score -1001897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1001929.500000 Penalty: 4506.611328
	Iteration 21Q: 3 clusters Score -1001930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1001947.375000 Penalty: 4506.611328
	Iteration 22Q: 3 clusters Score -1001947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1001962.312500 Penalty: 4506.611328
	Iteration 23Q: 3 clusters Score -1001962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1001979.250000 Penalty: 4506.611328
	Iteration 24Q: 3 clusters Score -1001979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1001990.125000 Penalty: 4506.611328
	Iteration 25Q: 3 clusters Score -1001990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1001998.937500 Penalty: 4506.611328
	Iteration 26Q: 3 clusters Score -1001999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1002007.500000 Penalty: 4506.611328
	Iteration 27Q: 3 clusters Score -1002008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1002014.187500 Penalty: 4506.611328
	Iteration 28Q: 3 clusters Score -1002014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1002021.750000 Penalty: 4506.611328
	Iteration 29Q: 3 clusters Score -1002022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1002024.875000 Penalty: 4506.611328
	Iteration 30Q: 3 clusters Score -1002025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1002026.125000 Penalty: 4506.611328
	Iteration 31Q: 3 clusters Score -1002026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1002024.500000 Penalty: 4506.611328
	Iteration 32Q: 3 clusters Score -1002024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1002023.937500 Penalty: 4506.611328
	Iteration 33Q: 3 clusters Score -1002024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1002026.000000 Penalty: 4506.611328
	Iteration 34Q: 3 clusters Score -1002026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1002028.375000 Penalty: 4506.611328
	Iteration 35Q: 3 clusters Score -1002028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1002028.000000 Penalty: 4506.611328
	Iteration 36Q: 3 clusters Score -1002028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1002030.062500 Penalty: 4506.611328
	Iteration 37Q: 3 clusters Score -1002030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1002030.750000 Penalty: 4506.611328
	Iteration 38Q: 3 clusters Score -1002031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1002030.750000 Penalty: 4506.611328
	Iteration 39F: 3 clusters Score -1002031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -386275.906250 Penalty: 1995.782227
	Iteration 0F: 2 clusters Score -386275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -382951.531250 Penalty: 3991.564453
	Iteration 0F: 3 clusters Score -382951.5 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383621.187500 Penalty: 3991.564453
	Iteration 1F: 3 clusters Score -383621.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383778.000000 Penalty: 3991.564453
	Iteration 2F: 3 clusters Score -383778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -383858.187500 Penalty: 3991.564453
	Iteration 3Q: 3 clusters Score -383858.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383925.343750 Penalty: 3991.564453
	Iteration 4Q: 3 clusters Score -383925.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -383973.125000 Penalty: 3991.564453
	Iteration 5Q: 3 clusters Score -383973.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -384022.500000 Penalty: 3991.564453
	Iteration 6Q: 3 clusters Score -384022.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -384067.437500 Penalty: 3991.564453
	Iteration 7Q: 3 clusters Score -384067.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384109.687500 Penalty: 3991.564453
	Iteration 8Q: 3 clusters Score -384109.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -384144.625000 Penalty: 3991.564453
	Iteration 9Q: 3 clusters Score -384144.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -384168.625000 Penalty: 3991.564453
	Iteration 10Q: 3 clusters Score -384168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -384183.593750 Penalty: 3991.564453
	Iteration 11Q: 3 clusters Score -384183.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -384197.468750 Penalty: 3991.564453
	Iteration 12Q: 3 clusters Score -384197.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -384213.812500 Penalty: 3991.564453
	Iteration 13Q: 3 clusters Score -384213.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -384222.843750 Penalty: 3991.564453
	Iteration 14Q: 3 clusters Score -384222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -384229.812500 Penalty: 3991.564453
	Iteration 15Q: 3 clusters Score -384229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -384233.781250 Penalty: 3991.564453
	Iteration 16Q: 3 clusters Score -384233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -384234.531250 Penalty: 3991.564453
	Iteration 17Q: 3 clusters Score -384234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -384234.531250 Penalty: 3991.564453
	Iteration 18Q: 3 clusters Score -384234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -384236.937500 Penalty: 3991.564453
	Iteration 19Q: 3 clusters Score -384236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -384238.281250 Penalty: 3991.564453
	Iteration 20F: 3 clusters Score -384238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -384239.781250 Penalty: 3991.564453
	Iteration 21Q: 3 clusters Score -384239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -384242.750000 Penalty: 3991.564453
	Iteration 22Q: 3 clusters Score -384242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -384246.937500 Penalty: 3991.564453
	Iteration 23Q: 3 clusters Score -384246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -384253.906250 Penalty: 3991.564453
	Iteration 24Q: 3 clusters Score -384253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -384260.656250 Penalty: 3991.564453
	Iteration 25Q: 3 clusters Score -384260.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -384264.625000 Penalty: 3991.564453
	Iteration 26Q: 3 clusters Score -384264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -384268.031250 Penalty: 3991.564453
	Iteration 27Q: 3 clusters Score -384268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -384269.250000 Penalty: 3991.564453
	Iteration 28Q: 3 clusters Score -384269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -384269.906250 Penalty: 3991.564453
	Iteration 29Q: 3 clusters Score -384269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -384271.468750 Penalty: 3991.564453
	Iteration 30Q: 3 clusters Score -384271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -384271.625000 Penalty: 3991.564453
	Iteration 31Q: 3 clusters Score -384271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -384272.187500 Penalty: 3991.564453
	Iteration 32Q: 3 clusters Score -384272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -384272.187500 Penalty: 3991.564453
	Iteration 33F: 3 clusters Score -384272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -317772.906250 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -317772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -314534.156250 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -314534.2 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -315190.312500 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -315190.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -315421.218750 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -315421.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -315643.687500 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -315643.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -315821.468750 Penalty: 3959.278320
	Iteration 4F: 3 clusters Score -315821.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -315942.468750 Penalty: 3959.278320
	Iteration 5Q: 3 clusters Score -315942.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -316038.343750 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -316038.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -316096.687500 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -316096.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316135.062500 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -316135.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -316177.343750 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -316177.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -316208.843750 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -316208.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -316231.750000 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -316231.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -316259.093750 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -316259.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -316280.812500 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -316280.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -316303.500000 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -316303.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316324.687500 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -316324.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316346.187500 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -316346.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -316369.718750 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -316369.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316384.593750 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -316384.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316402.750000 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -316402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -316417.250000 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -316417.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -316441.906250 Penalty: 3959.278320
	Iteration 21Q: 3 clusters Score -316441.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -316466.218750 Penalty: 3959.278320
	Iteration 22Q: 3 clusters Score -316466.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -316493.656250 Penalty: 3959.278320
	Iteration 23Q: 3 clusters Score -316493.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -316525.906250 Penalty: 3959.278320
	Iteration 24Q: 3 clusters Score -316525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -316556.000000 Penalty: 3959.278320
	Iteration 25Q: 3 clusters Score -316556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -316583.000000 Penalty: 3959.278320
	Iteration 26Q: 3 clusters Score -316583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -316608.437500 Penalty: 3959.278320
	Iteration 27Q: 3 clusters Score -316608.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -316636.531250 Penalty: 3959.278320
	Iteration 28Q: 3 clusters Score -316636.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316662.500000 Penalty: 3959.278320
	Iteration 29Q: 3 clusters Score -316662.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -316683.843750 Penalty: 3959.278320
	Iteration 30Q: 3 clusters Score -316683.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -316705.250000 Penalty: 3959.278320
	Iteration 31Q: 3 clusters Score -316705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -316720.062500 Penalty: 3959.278320
	Iteration 32Q: 3 clusters Score -316720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -316735.750000 Penalty: 3959.278320
	Iteration 33Q: 3 clusters Score -316735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -316751.375000 Penalty: 3959.278320
	Iteration 34Q: 3 clusters Score -316751.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -316767.343750 Penalty: 3959.278320
	Iteration 35Q: 3 clusters Score -316767.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -316786.375000 Penalty: 3959.278320
	Iteration 36Q: 3 clusters Score -316786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -316798.656250 Penalty: 3959.278320
	Iteration 37Q: 3 clusters Score -316798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -316805.625000 Penalty: 3959.278320
	Iteration 38Q: 3 clusters Score -316805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -316811.750000 Penalty: 3959.278320
	Iteration 39Q: 3 clusters Score -316811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -316815.718750 Penalty: 3959.278320
	Iteration 40F: 3 clusters Score -316815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -316831.656250 Penalty: 3959.278320
	Iteration 41Q: 3 clusters Score -316831.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -316843.500000 Penalty: 3959.278320
	Iteration 42Q: 3 clusters Score -316843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -316857.625000 Penalty: 3959.278320
	Iteration 43Q: 3 clusters Score -316857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -316874.250000 Penalty: 3959.278320
	Iteration 44Q: 3 clusters Score -316874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -316890.750000 Penalty: 3959.278320
	Iteration 45Q: 3 clusters Score -316890.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -316909.406250 Penalty: 3959.278320
	Iteration 46Q: 3 clusters Score -316909.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -316921.906250 Penalty: 3959.278320
	Iteration 47Q: 3 clusters Score -316921.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -316929.625000 Penalty: 3959.278320
	Iteration 48Q: 3 clusters Score -316929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -316934.312500 Penalty: 3959.278320
	Iteration 49Q: 3 clusters Score -316934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -316940.968750 Penalty: 3959.278320
	Iteration 50Q: 3 clusters Score -316941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -316947.531250 Penalty: 3959.278320
	Iteration 51Q: 3 clusters Score -316947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -316952.375000 Penalty: 3959.278320
	Iteration 52Q: 3 clusters Score -316952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -316957.656250 Penalty: 3959.278320
	Iteration 53Q: 3 clusters Score -316957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -316966.562500 Penalty: 3959.278320
	Iteration 54Q: 3 clusters Score -316966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -316969.187500 Penalty: 3959.278320
	Iteration 55Q: 3 clusters Score -316969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -316971.250000 Penalty: 3959.278320
	Iteration 56Q: 3 clusters Score -316971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -316971.531250 Penalty: 3959.278320
	Iteration 57Q: 3 clusters Score -316971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -316971.718750 Penalty: 3959.278320
	Iteration 58Q: 3 clusters Score -316971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -316972.031250 Penalty: 3959.278320
	Iteration 59Q: 3 clusters Score -316972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -316972.031250 Penalty: 3959.278320
	Iteration 60F: 3 clusters Score -316972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -144074.531250 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -144074.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142006.406250 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -142006.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -142990.765625 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -142990.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -143571.062500 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -143571.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -143852.218750 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -143852.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -143960.750000 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -143960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -144025.531250 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -144025.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -144053.359375 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -144053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -144063.812500 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -144063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -144073.500000 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -144073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -144073.812500 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -144073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -144076.453125 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -144076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -144082.687500 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -144082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -144086.250000 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -144086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -144089.546875 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -144089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -144092.656250 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -144092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -144093.937500 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -144093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -144097.781250 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -144097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -144100.515625 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -144100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -144100.515625 Penalty: 3634.253174
	Iteration 18F: 3 clusters Score -144100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24754 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 354457 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 68818 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14354 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Mstep: Class 37 contains 1278 members 
Entering Unmasked Estep 
Score: -104962472.000000 Penalty: 125167.218750
Splitting cluster 27 changes total score from -104964064.000000 to -104962472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Entering Unmasked Estep 
Score: -1329366.000000 Penalty: 2304.944336
	Iteration 0F: 2 clusters Score -1329366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1321133.000000 Penalty: 4609.888672
	Iteration 0F: 3 clusters Score -1321133 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1323654.500000 Penalty: 4609.888672
	Iteration 1F: 3 clusters Score -1323654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1323946.500000 Penalty: 4609.888672
	Iteration 2F: 3 clusters Score -1323946 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1324172.875000 Penalty: 4609.888672
	Iteration 3Q: 3 clusters Score -1324173 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1324347.000000 Penalty: 4609.888672
	Iteration 4Q: 3 clusters Score -1324347 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1324506.625000 Penalty: 4609.888672
	Iteration 5Q: 3 clusters Score -1324507 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1324656.125000 Penalty: 4609.888672
	Iteration 6Q: 3 clusters Score -1324656 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1324802.750000 Penalty: 4609.888672
	Iteration 7Q: 3 clusters Score -1324803 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1324947.875000 Penalty: 4609.888672
	Iteration 8Q: 3 clusters Score -1324948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1325080.250000 Penalty: 4609.888672
	Iteration 9Q: 3 clusters Score -1325080 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1325249.125000 Penalty: 4609.888672
	Iteration 10Q: 3 clusters Score -1325249 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1325433.875000 Penalty: 4609.888672
	Iteration 11Q: 3 clusters Score -1325434 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1325651.875000 Penalty: 4609.888672
	Iteration 12Q: 3 clusters Score -1325652 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1325869.750000 Penalty: 4609.888672
	Iteration 13Q: 3 clusters Score -1325870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1326096.875000 Penalty: 4609.888672
	Iteration 14Q: 3 clusters Score -1326097 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1326322.625000 Penalty: 4609.888672
	Iteration 15Q: 3 clusters Score -1326323 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1326557.750000 Penalty: 4609.888672
	Iteration 16Q: 3 clusters Score -1326558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1326783.375000 Penalty: 4609.888672
	Iteration 17Q: 3 clusters Score -1326783 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1327004.375000 Penalty: 4609.888672
	Iteration 18Q: 3 clusters Score -1327004 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1327205.250000 Penalty: 4609.888672
	Iteration 19Q: 3 clusters Score -1327205 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1327422.125000 Penalty: 4609.888672
	Iteration 20F: 3 clusters Score -1327422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1327646.500000 Penalty: 4609.888672
	Iteration 21Q: 3 clusters Score -1327646 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1327840.375000 Penalty: 4609.888672
	Iteration 22Q: 3 clusters Score -1327840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1327975.750000 Penalty: 4609.888672
	Iteration 23Q: 3 clusters Score -1327976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1328085.875000 Penalty: 4609.888672
	Iteration 24Q: 3 clusters Score -1328086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1328164.000000 Penalty: 4609.888672
	Iteration 25Q: 3 clusters Score -1328164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1328232.250000 Penalty: 4609.888672
	Iteration 26Q: 3 clusters Score -1328232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1328277.375000 Penalty: 4609.888672
	Iteration 27Q: 3 clusters Score -1328277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1328311.125000 Penalty: 4609.888672
	Iteration 28Q: 3 clusters Score -1328311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1328328.750000 Penalty: 4609.888672
	Iteration 29Q: 3 clusters Score -1328329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1328347.875000 Penalty: 4609.888672
	Iteration 30Q: 3 clusters Score -1328348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1328360.000000 Penalty: 4609.888672
	Iteration 31Q: 3 clusters Score -1328360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1328371.500000 Penalty: 4609.888672
	Iteration 32Q: 3 clusters Score -1328372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1328386.125000 Penalty: 4609.888672
	Iteration 33Q: 3 clusters Score -1328386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1328400.000000 Penalty: 4609.888672
	Iteration 34Q: 3 clusters Score -1328400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1328411.500000 Penalty: 4609.888672
	Iteration 35Q: 3 clusters Score -1328412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1328427.000000 Penalty: 4609.888672
	Iteration 36Q: 3 clusters Score -1328427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1328436.125000 Penalty: 4609.888672
	Iteration 37Q: 3 clusters Score -1328436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1328446.250000 Penalty: 4609.888672
	Iteration 38Q: 3 clusters Score -1328446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1328453.750000 Penalty: 4609.888672
	Iteration 39Q: 3 clusters Score -1328454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1328489.875000 Penalty: 4609.888672
	Iteration 40F: 3 clusters Score -1328490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1328521.375000 Penalty: 4609.888672
	Iteration 41Q: 3 clusters Score -1328521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1328541.000000 Penalty: 4609.888672
	Iteration 42Q: 3 clusters Score -1328541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1328572.000000 Penalty: 4609.888672
	Iteration 43Q: 3 clusters Score -1328572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1328599.000000 Penalty: 4609.888672
	Iteration 44Q: 3 clusters Score -1328599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1328618.000000 Penalty: 4609.888672
	Iteration 45Q: 3 clusters Score -1328618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1328624.750000 Penalty: 4609.888672
	Iteration 46Q: 3 clusters Score -1328625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1328638.125000 Penalty: 4609.888672
	Iteration 47Q: 3 clusters Score -1328638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1328649.875000 Penalty: 4609.888672
	Iteration 48Q: 3 clusters Score -1328650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1328655.125000 Penalty: 4609.888672
	Iteration 49Q: 3 clusters Score -1328655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1328659.750000 Penalty: 4609.888672
	Iteration 50Q: 3 clusters Score -1328660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1328658.125000 Penalty: 4609.888672
	Iteration 51Q: 3 clusters Score -1328658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1328662.250000 Penalty: 4609.888672
	Iteration 52Q: 3 clusters Score -1328662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1328661.625000 Penalty: 4609.888672
	Iteration 53Q: 3 clusters Score -1328662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1328661.250000 Penalty: 4609.888672
	Iteration 54Q: 3 clusters Score -1328661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1328665.000000 Penalty: 4609.888672
	Iteration 55Q: 3 clusters Score -1328665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1328665.125000 Penalty: 4609.888672
	Iteration 56Q: 3 clusters Score -1328665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1328664.250000 Penalty: 4609.888672
	Iteration 57Q: 3 clusters Score -1328664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1328664.375000 Penalty: 4609.888672
	Iteration 58Q: 3 clusters Score -1328664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1328664.375000 Penalty: 4609.888672
	Iteration 59F: 3 clusters Score -1328664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Entering Unmasked Estep 
Score: -2324170.250000 Penalty: 2424.150635
	Iteration 0F: 2 clusters Score -2324170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2311728.750000 Penalty: 4848.301270
	Iteration 0F: 3 clusters Score -2311729 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2315761.250000 Penalty: 4848.301270
	Iteration 1F: 3 clusters Score -2315761 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2316090.250000 Penalty: 4848.301270
	Iteration 2F: 3 clusters Score -2316090 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2316352.250000 Penalty: 4848.301270
	Iteration 3Q: 3 clusters Score -2316352 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2316580.000000 Penalty: 4848.301270
	Iteration 4Q: 3 clusters Score -2316580 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2316766.000000 Penalty: 4848.301270
	Iteration 5Q: 3 clusters Score -2316766 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2316925.500000 Penalty: 4848.301270
	Iteration 6Q: 3 clusters Score -2316926 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2317081.000000 Penalty: 4848.301270
	Iteration 7Q: 3 clusters Score -2317081 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2317265.750000 Penalty: 4848.301270
	Iteration 8Q: 3 clusters Score -2317266 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2317425.500000 Penalty: 4848.301270
	Iteration 9Q: 3 clusters Score -2317426 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2317595.000000 Penalty: 4848.301270
	Iteration 10Q: 3 clusters Score -2317595 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2317763.000000 Penalty: 4848.301270
	Iteration 11Q: 3 clusters Score -2317763 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2317952.500000 Penalty: 4848.301270
	Iteration 12Q: 3 clusters Score -2317952 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2318164.000000 Penalty: 4848.301270
	Iteration 13Q: 3 clusters Score -2318164 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2318431.000000 Penalty: 4848.301270
	Iteration 14Q: 3 clusters Score -2318431 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2318747.250000 Penalty: 4848.301270
	Iteration 15Q: 3 clusters Score -2318747 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2319072.750000 Penalty: 4848.301270
	Iteration 16Q: 3 clusters Score -2319073 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2319336.000000 Penalty: 4848.301270
	Iteration 17Q: 3 clusters Score -2319336 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2319532.500000 Penalty: 4848.301270
	Iteration 18Q: 3 clusters Score -2319532 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2319706.750000 Penalty: 4848.301270
	Iteration 19Q: 3 clusters Score -2319707 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2319818.750000 Penalty: 4848.301270
	Iteration 20F: 3 clusters Score -2319819 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2319895.500000 Penalty: 4848.301270
	Iteration 21Q: 3 clusters Score -2319896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2319957.750000 Penalty: 4848.301270
	Iteration 22Q: 3 clusters Score -2319958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2320020.500000 Penalty: 4848.301270
	Iteration 23Q: 3 clusters Score -2320020 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2320071.500000 Penalty: 4848.301270
	Iteration 24Q: 3 clusters Score -2320072 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2320132.500000 Penalty: 4848.301270
	Iteration 25Q: 3 clusters Score -2320132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2320181.750000 Penalty: 4848.301270
	Iteration 26Q: 3 clusters Score -2320182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2320244.250000 Penalty: 4848.301270
	Iteration 27Q: 3 clusters Score -2320244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2320307.750000 Penalty: 4848.301270
	Iteration 28Q: 3 clusters Score -2320308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2320366.500000 Penalty: 4848.301270
	Iteration 29Q: 3 clusters Score -2320366 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2320398.500000 Penalty: 4848.301270
	Iteration 30Q: 3 clusters Score -2320398 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2320463.000000 Penalty: 4848.301270
	Iteration 31Q: 3 clusters Score -2320463 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2320523.250000 Penalty: 4848.301270
	Iteration 32Q: 3 clusters Score -2320523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2320579.250000 Penalty: 4848.301270
	Iteration 33Q: 3 clusters Score -2320579 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2320641.750000 Penalty: 4848.301270
	Iteration 34Q: 3 clusters Score -2320642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2320682.750000 Penalty: 4848.301270
	Iteration 35Q: 3 clusters Score -2320683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2320728.250000 Penalty: 4848.301270
	Iteration 36Q: 3 clusters Score -2320728 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2320796.000000 Penalty: 4848.301270
	Iteration 37Q: 3 clusters Score -2320796 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2320861.000000 Penalty: 4848.301270
	Iteration 38Q: 3 clusters Score -2320861 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2320922.500000 Penalty: 4848.301270
	Iteration 39Q: 3 clusters Score -2320922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2320992.750000 Penalty: 4848.301270
	Iteration 40F: 3 clusters Score -2320993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2321077.500000 Penalty: 4848.301270
	Iteration 41Q: 3 clusters Score -2321078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2321148.000000 Penalty: 4848.301270
	Iteration 42Q: 3 clusters Score -2321148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2321239.750000 Penalty: 4848.301270
	Iteration 43Q: 3 clusters Score -2321240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2321311.000000 Penalty: 4848.301270
	Iteration 44Q: 3 clusters Score -2321311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2321366.000000 Penalty: 4848.301270
	Iteration 45Q: 3 clusters Score -2321366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2321436.250000 Penalty: 4848.301270
	Iteration 46Q: 3 clusters Score -2321436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2321502.500000 Penalty: 4848.301270
	Iteration 47Q: 3 clusters Score -2321502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2321552.500000 Penalty: 4848.301270
	Iteration 48Q: 3 clusters Score -2321552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2321601.000000 Penalty: 4848.301270
	Iteration 49Q: 3 clusters Score -2321601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2321657.000000 Penalty: 4848.301270
	Iteration 50Q: 3 clusters Score -2321657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2321715.750000 Penalty: 4848.301270
	Iteration 51Q: 3 clusters Score -2321716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2321754.000000 Penalty: 4848.301270
	Iteration 52Q: 3 clusters Score -2321754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2321791.750000 Penalty: 4848.301270
	Iteration 53Q: 3 clusters Score -2321792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2321824.500000 Penalty: 4848.301270
	Iteration 54Q: 3 clusters Score -2321824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2321841.000000 Penalty: 4848.301270
	Iteration 55Q: 3 clusters Score -2321841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2321855.500000 Penalty: 4848.301270
	Iteration 56Q: 3 clusters Score -2321856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2321870.500000 Penalty: 4848.301270
	Iteration 57Q: 3 clusters Score -2321870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2321885.750000 Penalty: 4848.301270
	Iteration 58Q: 3 clusters Score -2321886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2321907.750000 Penalty: 4848.301270
	Iteration 59Q: 3 clusters Score -2321908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2321932.250000 Penalty: 4848.301270
	Iteration 60F: 3 clusters Score -2321932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2321951.250000 Penalty: 4848.301270
	Iteration 61Q: 3 clusters Score -2321951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2321959.250000 Penalty: 4848.301270
	Iteration 62Q: 3 clusters Score -2321959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2321977.000000 Penalty: 4848.301270
	Iteration 63Q: 3 clusters Score -2321977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2321986.500000 Penalty: 4848.301270
	Iteration 64Q: 3 clusters Score -2321986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2321989.500000 Penalty: 4848.301270
	Iteration 65Q: 3 clusters Score -2321990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2321994.000000 Penalty: 4848.301270
	Iteration 66Q: 3 clusters Score -2321994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2321992.750000 Penalty: 4848.301270
	Iteration 67Q: 3 clusters Score -2321993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2321995.250000 Penalty: 4848.301270
	Iteration 68Q: 3 clusters Score -2321995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2321994.000000 Penalty: 4848.301270
	Iteration 69Q: 3 clusters Score -2321994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2321997.250000 Penalty: 4848.301270
	Iteration 70Q: 3 clusters Score -2321997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2321999.000000 Penalty: 4848.301270
	Iteration 71Q: 3 clusters Score -2321999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2322000.500000 Penalty: 4848.301270
	Iteration 72Q: 3 clusters Score -2322000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2322003.750000 Penalty: 4848.301270
	Iteration 73Q: 3 clusters Score -2322004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2322006.000000 Penalty: 4848.301270
	Iteration 74Q: 3 clusters Score -2322006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2322010.750000 Penalty: 4848.301270
	Iteration 75Q: 3 clusters Score -2322011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2322012.750000 Penalty: 4848.301270
	Iteration 76Q: 3 clusters Score -2322013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2322015.250000 Penalty: 4848.301270
	Iteration 77Q: 3 clusters Score -2322015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2322013.000000 Penalty: 4848.301270
	Iteration 78Q: 3 clusters Score -2322013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2322017.250000 Penalty: 4848.301270
	Iteration 79Q: 3 clusters Score -2322017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2322019.000000 Penalty: 4848.301270
	Iteration 80F: 3 clusters Score -2322019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2322018.750000 Penalty: 4848.301270
	Iteration 81Q: 3 clusters Score -2322019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2322019.000000 Penalty: 4848.301270
	Iteration 82Q: 3 clusters Score -2322019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2322023.500000 Penalty: 4848.301270
	Iteration 83Q: 3 clusters Score -2322024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2322025.250000 Penalty: 4848.301270
	Iteration 84Q: 3 clusters Score -2322025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2322024.250000 Penalty: 4848.301270
	Iteration 85Q: 3 clusters Score -2322024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2322023.750000 Penalty: 4848.301270
	Iteration 86Q: 3 clusters Score -2322024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2322026.000000 Penalty: 4848.301270
	Iteration 87Q: 3 clusters Score -2322026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2322027.000000 Penalty: 4848.301270
	Iteration 88Q: 3 clusters Score -2322027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2322026.750000 Penalty: 4848.301270
	Iteration 89Q: 3 clusters Score -2322027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2322026.750000 Penalty: 4848.301270
	Iteration 90F: 3 clusters Score -2322027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65357.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -65357.78 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 296 members 
Entering Unmasked Estep 
Score: -63903.281250 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -63903.28 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64379.140625 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64379.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64673.449219 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -64673.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64980.238281 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -64980.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65094.117188 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -65094.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65156.964844 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -65156.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65180.578125 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65180.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65205.417969 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -65205.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65214.988281 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -65214.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65223.160156 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -65223.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65231.722656 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -65231.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65233.320312 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -65233.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65233.320312 Penalty: 3204.888184
	Iteration 12F: 3 clusters Score -65233.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Entering Unmasked Estep 
Score: -1921572.875000 Penalty: 2376.175293
	Iteration 0F: 2 clusters Score -1921573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1911021.625000 Penalty: 4752.350586
	Iteration 0F: 3 clusters Score -1911022 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1914298.750000 Penalty: 4752.350586
	Iteration 1F: 3 clusters Score -1914299 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1914667.625000 Penalty: 4752.350586
	Iteration 2F: 3 clusters Score -1914668 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1915003.875000 Penalty: 4752.350586
	Iteration 3F: 3 clusters Score -1915004 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1915292.375000 Penalty: 4752.350586
	Iteration 4Q: 3 clusters Score -1915292 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1915577.125000 Penalty: 4752.350586
	Iteration 5Q: 3 clusters Score -1915577 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1915883.875000 Penalty: 4752.350586
	Iteration 6Q: 3 clusters Score -1915884 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1916175.500000 Penalty: 4752.350586
	Iteration 7Q: 3 clusters Score -1916176 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1916537.125000 Penalty: 4752.350586
	Iteration 8Q: 3 clusters Score -1916537 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1916951.000000 Penalty: 4752.350586
	Iteration 9Q: 3 clusters Score -1916951 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1917447.000000 Penalty: 4752.350586
	Iteration 10Q: 3 clusters Score -1917447 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1917889.750000 Penalty: 4752.350586
	Iteration 11Q: 3 clusters Score -1917890 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1918213.750000 Penalty: 4752.350586
	Iteration 12Q: 3 clusters Score -1918214 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1918397.625000 Penalty: 4752.350586
	Iteration 13Q: 3 clusters Score -1918398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1918506.250000 Penalty: 4752.350586
	Iteration 14Q: 3 clusters Score -1918506 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1918598.375000 Penalty: 4752.350586
	Iteration 15Q: 3 clusters Score -1918598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1918681.375000 Penalty: 4752.350586
	Iteration 16Q: 3 clusters Score -1918681 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1918740.250000 Penalty: 4752.350586
	Iteration 17Q: 3 clusters Score -1918740 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1918800.000000 Penalty: 4752.350586
	Iteration 18Q: 3 clusters Score -1918800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1918846.000000 Penalty: 4752.350586
	Iteration 19Q: 3 clusters Score -1918846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1918896.625000 Penalty: 4752.350586
	Iteration 20F: 3 clusters Score -1918897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1918929.375000 Penalty: 4752.350586
	Iteration 21Q: 3 clusters Score -1918929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1918940.500000 Penalty: 4752.350586
	Iteration 22Q: 3 clusters Score -1918940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1918951.375000 Penalty: 4752.350586
	Iteration 23Q: 3 clusters Score -1918951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1918957.625000 Penalty: 4752.350586
	Iteration 24Q: 3 clusters Score -1918958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1918968.125000 Penalty: 4752.350586
	Iteration 25Q: 3 clusters Score -1918968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1918974.750000 Penalty: 4752.350586
	Iteration 26Q: 3 clusters Score -1918975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1918982.625000 Penalty: 4752.350586
	Iteration 27Q: 3 clusters Score -1918983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1918986.750000 Penalty: 4752.350586
	Iteration 28Q: 3 clusters Score -1918987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1918989.125000 Penalty: 4752.350586
	Iteration 29Q: 3 clusters Score -1918989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1918991.625000 Penalty: 4752.350586
	Iteration 30Q: 3 clusters Score -1918992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1918994.750000 Penalty: 4752.350586
	Iteration 31Q: 3 clusters Score -1918995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1918997.625000 Penalty: 4752.350586
	Iteration 32Q: 3 clusters Score -1918998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1919002.250000 Penalty: 4752.350586
	Iteration 33Q: 3 clusters Score -1919002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1919006.500000 Penalty: 4752.350586
	Iteration 34Q: 3 clusters Score -1919006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1919012.250000 Penalty: 4752.350586
	Iteration 35Q: 3 clusters Score -1919012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1919014.625000 Penalty: 4752.350586
	Iteration 36Q: 3 clusters Score -1919015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1919012.875000 Penalty: 4752.350586
	Iteration 37Q: 3 clusters Score -1919013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1919019.875000 Penalty: 4752.350586
	Iteration 38Q: 3 clusters Score -1919020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1919025.625000 Penalty: 4752.350586
	Iteration 39Q: 3 clusters Score -1919026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1919035.000000 Penalty: 4752.350586
	Iteration 40F: 3 clusters Score -1919035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1919042.000000 Penalty: 4752.350586
	Iteration 41Q: 3 clusters Score -1919042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1919044.500000 Penalty: 4752.350586
	Iteration 42Q: 3 clusters Score -1919044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1919046.875000 Penalty: 4752.350586
	Iteration 43Q: 3 clusters Score -1919047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1919050.875000 Penalty: 4752.350586
	Iteration 44Q: 3 clusters Score -1919051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1919057.125000 Penalty: 4752.350586
	Iteration 45Q: 3 clusters Score -1919057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1919062.625000 Penalty: 4752.350586
	Iteration 46Q: 3 clusters Score -1919063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1919066.625000 Penalty: 4752.350586
	Iteration 47Q: 3 clusters Score -1919067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1919072.625000 Penalty: 4752.350586
	Iteration 48Q: 3 clusters Score -1919073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1919076.250000 Penalty: 4752.350586
	Iteration 49Q: 3 clusters Score -1919076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1919079.625000 Penalty: 4752.350586
	Iteration 50Q: 3 clusters Score -1919080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1919078.875000 Penalty: 4752.350586
	Iteration 51Q: 3 clusters Score -1919079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1919084.500000 Penalty: 4752.350586
	Iteration 52Q: 3 clusters Score -1919084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1919089.000000 Penalty: 4752.350586
	Iteration 53Q: 3 clusters Score -1919089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1919089.250000 Penalty: 4752.350586
	Iteration 54Q: 3 clusters Score -1919089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1919087.875000 Penalty: 4752.350586
	Iteration 55Q: 3 clusters Score -1919088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1919095.625000 Penalty: 4752.350586
	Iteration 56Q: 3 clusters Score -1919096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1919098.625000 Penalty: 4752.350586
	Iteration 57Q: 3 clusters Score -1919099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1919100.375000 Penalty: 4752.350586
	Iteration 58Q: 3 clusters Score -1919100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1919102.000000 Penalty: 4752.350586
	Iteration 59Q: 3 clusters Score -1919102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1919103.750000 Penalty: 4752.350586
	Iteration 60F: 3 clusters Score -1919104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1919104.125000 Penalty: 4752.350586
	Iteration 61Q: 3 clusters Score -1919104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1919110.125000 Penalty: 4752.350586
	Iteration 62Q: 3 clusters Score -1919110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1919110.375000 Penalty: 4752.350586
	Iteration 63Q: 3 clusters Score -1919110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1919117.500000 Penalty: 4752.350586
	Iteration 64Q: 3 clusters Score -1919118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1919119.625000 Penalty: 4752.350586
	Iteration 65Q: 3 clusters Score -1919120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1919126.500000 Penalty: 4752.350586
	Iteration 66Q: 3 clusters Score -1919126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1919130.250000 Penalty: 4752.350586
	Iteration 67Q: 3 clusters Score -1919130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1919136.375000 Penalty: 4752.350586
	Iteration 68Q: 3 clusters Score -1919136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1919140.000000 Penalty: 4752.350586
	Iteration 69Q: 3 clusters Score -1919140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1919148.375000 Penalty: 4752.350586
	Iteration 70Q: 3 clusters Score -1919148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1919158.500000 Penalty: 4752.350586
	Iteration 71Q: 3 clusters Score -1919158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1919176.625000 Penalty: 4752.350586
	Iteration 72Q: 3 clusters Score -1919177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1919178.750000 Penalty: 4752.350586
	Iteration 73Q: 3 clusters Score -1919179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1919185.250000 Penalty: 4752.350586
	Iteration 74Q: 3 clusters Score -1919185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1919196.500000 Penalty: 4752.350586
	Iteration 75Q: 3 clusters Score -1919196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1919199.125000 Penalty: 4752.350586
	Iteration 76Q: 3 clusters Score -1919199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1919215.250000 Penalty: 4752.350586
	Iteration 77Q: 3 clusters Score -1919215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1919212.125000 Penalty: 4752.350586
	Iteration 78Q: 3 clusters Score -1919212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1919216.750000 Penalty: 4752.350586
	Iteration 79Q: 3 clusters Score -1919217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1919225.875000 Penalty: 4752.350586
	Iteration 80F: 3 clusters Score -1919226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1919226.750000 Penalty: 4752.350586
	Iteration 81Q: 3 clusters Score -1919227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1919229.750000 Penalty: 4752.350586
	Iteration 82Q: 3 clusters Score -1919230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1919232.250000 Penalty: 4752.350586
	Iteration 83Q: 3 clusters Score -1919232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1919241.625000 Penalty: 4752.350586
	Iteration 84Q: 3 clusters Score -1919242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1919246.875000 Penalty: 4752.350586
	Iteration 85Q: 3 clusters Score -1919247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1919247.500000 Penalty: 4752.350586
	Iteration 86Q: 3 clusters Score -1919248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1919247.750000 Penalty: 4752.350586
	Iteration 87Q: 3 clusters Score -1919248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1919253.000000 Penalty: 4752.350586
	Iteration 88Q: 3 clusters Score -1919253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1919253.625000 Penalty: 4752.350586
	Iteration 89Q: 3 clusters Score -1919254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1919261.000000 Penalty: 4752.350586
	Iteration 90Q: 3 clusters Score -1919261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1919263.500000 Penalty: 4752.350586
	Iteration 91Q: 3 clusters Score -1919264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1919271.375000 Penalty: 4752.350586
	Iteration 92Q: 3 clusters Score -1919271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1919273.250000 Penalty: 4752.350586
	Iteration 93Q: 3 clusters Score -1919273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1919280.500000 Penalty: 4752.350586
	Iteration 94Q: 3 clusters Score -1919280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1919289.625000 Penalty: 4752.350586
	Iteration 95Q: 3 clusters Score -1919290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1919298.125000 Penalty: 4752.350586
	Iteration 96Q: 3 clusters Score -1919298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1919299.375000 Penalty: 4752.350586
	Iteration 97Q: 3 clusters Score -1919299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1919300.125000 Penalty: 4752.350586
	Iteration 98Q: 3 clusters Score -1919300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1919294.875000 Penalty: 4752.350586
	Iteration 99Q: 3 clusters Score -1919295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1919308.250000 Penalty: 4752.350586
	Iteration 100F: 3 clusters Score -1919308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1919311.875000 Penalty: 4752.350586
	Iteration 101Q: 3 clusters Score -1919312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1919315.375000 Penalty: 4752.350586
	Iteration 102Q: 3 clusters Score -1919315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1919320.750000 Penalty: 4752.350586
	Iteration 103Q: 3 clusters Score -1919321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1919324.250000 Penalty: 4752.350586
	Iteration 104Q: 3 clusters Score -1919324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1919322.875000 Penalty: 4752.350586
	Iteration 105Q: 3 clusters Score -1919323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1919326.125000 Penalty: 4752.350586
	Iteration 106Q: 3 clusters Score -1919326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1919326.750000 Penalty: 4752.350586
	Iteration 107Q: 3 clusters Score -1919327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1919331.625000 Penalty: 4752.350586
	Iteration 108Q: 3 clusters Score -1919332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1919333.625000 Penalty: 4752.350586
	Iteration 109Q: 3 clusters Score -1919334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1919341.125000 Penalty: 4752.350586
	Iteration 110Q: 3 clusters Score -1919341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1919342.000000 Penalty: 4752.350586
	Iteration 111Q: 3 clusters Score -1919342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1919341.375000 Penalty: 4752.350586
	Iteration 112Q: 3 clusters Score -1919341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1919342.875000 Penalty: 4752.350586
	Iteration 113Q: 3 clusters Score -1919343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1919343.250000 Penalty: 4752.350586
	Iteration 114Q: 3 clusters Score -1919343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1919342.125000 Penalty: 4752.350586
	Iteration 115Q: 3 clusters Score -1919342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1919342.375000 Penalty: 4752.350586
	Iteration 116Q: 3 clusters Score -1919342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1919342.375000 Penalty: 4752.350586
	Iteration 117F: 3 clusters Score -1919342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -482257.000000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -482257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -478388.250000 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -478388.2 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -479201.593750 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -479201.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479379.968750 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -479380 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -479530.000000 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -479530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -479651.968750 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -479652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -479760.437500 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -479760.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -479894.531250 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -479894.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -480059.687500 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -480059.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -480242.593750 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -480242.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -480432.343750 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -480432.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -480569.906250 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -480569.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -480680.062500 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -480680.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -480780.687500 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -480780.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -480847.062500 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -480847.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -480883.968750 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -480884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -480908.718750 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -480908.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -480922.968750 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -480923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -480931.750000 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -480931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -480937.281250 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -480937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -480938.750000 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -480938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -480941.562500 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -480941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -480944.843750 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -480944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -480947.875000 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -480947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -480952.093750 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -480952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -480954.843750 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -480954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -480959.281250 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -480959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -480960.468750 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -480960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -480963.218750 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -480963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -480967.281250 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -480967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -480968.875000 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -480968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -480972.593750 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -480972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -480977.156250 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -480977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -480980.343750 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -480980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -480981.218750 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -480981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -480983.343750 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -480983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -480983.312500 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -480983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -480984.093750 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -480984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -480985.937500 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -480985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -480986.531250 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -480986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -480986.937500 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -480986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -480986.937500 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -480986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -1892721.750000 Penalty: 2373.802490
	Iteration 0F: 2 clusters Score -1892722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1882324.500000 Penalty: 4747.604980
	Iteration 0F: 3 clusters Score -1882324 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1885615.750000 Penalty: 4747.604980
	Iteration 1F: 3 clusters Score -1885616 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1885917.375000 Penalty: 4747.604980
	Iteration 2F: 3 clusters Score -1885917 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1886108.875000 Penalty: 4747.604980
	Iteration 3Q: 3 clusters Score -1886109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1886239.875000 Penalty: 4747.604980
	Iteration 4Q: 3 clusters Score -1886240 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1886352.000000 Penalty: 4747.604980
	Iteration 5Q: 3 clusters Score -1886352 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1886407.500000 Penalty: 4747.604980
	Iteration 6Q: 3 clusters Score -1886408 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1886460.250000 Penalty: 4747.604980
	Iteration 7Q: 3 clusters Score -1886460 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1886508.875000 Penalty: 4747.604980
	Iteration 8Q: 3 clusters Score -1886509 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1886553.125000 Penalty: 4747.604980
	Iteration 9Q: 3 clusters Score -1886553 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1886602.750000 Penalty: 4747.604980
	Iteration 10Q: 3 clusters Score -1886603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1886636.875000 Penalty: 4747.604980
	Iteration 11Q: 3 clusters Score -1886637 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1886687.000000 Penalty: 4747.604980
	Iteration 12Q: 3 clusters Score -1886687 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1886739.500000 Penalty: 4747.604980
	Iteration 13Q: 3 clusters Score -1886740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1886786.750000 Penalty: 4747.604980
	Iteration 14Q: 3 clusters Score -1886787 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1886844.500000 Penalty: 4747.604980
	Iteration 15Q: 3 clusters Score -1886844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1886914.375000 Penalty: 4747.604980
	Iteration 16Q: 3 clusters Score -1886914 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1887003.000000 Penalty: 4747.604980
	Iteration 17Q: 3 clusters Score -1887003 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1887128.000000 Penalty: 4747.604980
	Iteration 18Q: 3 clusters Score -1887128 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1887295.500000 Penalty: 4747.604980
	Iteration 19Q: 3 clusters Score -1887296 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1887507.250000 Penalty: 4747.604980
	Iteration 20F: 3 clusters Score -1887507 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1887798.375000 Penalty: 4747.604980
	Iteration 21Q: 3 clusters Score -1887798 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1888154.625000 Penalty: 4747.604980
	Iteration 22Q: 3 clusters Score -1888155 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1888597.500000 Penalty: 4747.604980
	Iteration 23Q: 3 clusters Score -1888598 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1889021.750000 Penalty: 4747.604980
	Iteration 24Q: 3 clusters Score -1889022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1889475.500000 Penalty: 4747.604980
	Iteration 25Q: 3 clusters Score -1889476 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1889890.125000 Penalty: 4747.604980
	Iteration 26Q: 3 clusters Score -1889890 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1890166.625000 Penalty: 4747.604980
	Iteration 27Q: 3 clusters Score -1890167 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1890346.625000 Penalty: 4747.604980
	Iteration 28Q: 3 clusters Score -1890347 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1890464.000000 Penalty: 4747.604980
	Iteration 29Q: 3 clusters Score -1890464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1890541.750000 Penalty: 4747.604980
	Iteration 30Q: 3 clusters Score -1890542 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1890590.750000 Penalty: 4747.604980
	Iteration 31Q: 3 clusters Score -1890591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1890633.250000 Penalty: 4747.604980
	Iteration 32Q: 3 clusters Score -1890633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1890675.000000 Penalty: 4747.604980
	Iteration 33Q: 3 clusters Score -1890675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1890709.125000 Penalty: 4747.604980
	Iteration 34Q: 3 clusters Score -1890709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1890738.250000 Penalty: 4747.604980
	Iteration 35Q: 3 clusters Score -1890738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1890754.000000 Penalty: 4747.604980
	Iteration 36Q: 3 clusters Score -1890754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1890764.500000 Penalty: 4747.604980
	Iteration 37Q: 3 clusters Score -1890764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1890773.125000 Penalty: 4747.604980
	Iteration 38Q: 3 clusters Score -1890773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1890782.125000 Penalty: 4747.604980
	Iteration 39Q: 3 clusters Score -1890782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1890784.625000 Penalty: 4747.604980
	Iteration 40F: 3 clusters Score -1890785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1890792.500000 Penalty: 4747.604980
	Iteration 41Q: 3 clusters Score -1890792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1890799.750000 Penalty: 4747.604980
	Iteration 42Q: 3 clusters Score -1890800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1890809.125000 Penalty: 4747.604980
	Iteration 43Q: 3 clusters Score -1890809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1890812.625000 Penalty: 4747.604980
	Iteration 44Q: 3 clusters Score -1890813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1890819.125000 Penalty: 4747.604980
	Iteration 45Q: 3 clusters Score -1890819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1890819.625000 Penalty: 4747.604980
	Iteration 46Q: 3 clusters Score -1890820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1890821.000000 Penalty: 4747.604980
	Iteration 47Q: 3 clusters Score -1890821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1890823.750000 Penalty: 4747.604980
	Iteration 48Q: 3 clusters Score -1890824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1890823.750000 Penalty: 4747.604980
	Iteration 49Q: 3 clusters Score -1890824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1890826.375000 Penalty: 4747.604980
	Iteration 50Q: 3 clusters Score -1890826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1890826.500000 Penalty: 4747.604980
	Iteration 51Q: 3 clusters Score -1890826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1890829.500000 Penalty: 4747.604980
	Iteration 52Q: 3 clusters Score -1890830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1890827.625000 Penalty: 4747.604980
	Iteration 53Q: 3 clusters Score -1890828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1890833.625000 Penalty: 4747.604980
	Iteration 54Q: 3 clusters Score -1890834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1890833.875000 Penalty: 4747.604980
	Iteration 55Q: 3 clusters Score -1890834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1890834.625000 Penalty: 4747.604980
	Iteration 56Q: 3 clusters Score -1890835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1890835.125000 Penalty: 4747.604980
	Iteration 57Q: 3 clusters Score -1890835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1890836.250000 Penalty: 4747.604980
	Iteration 58Q: 3 clusters Score -1890836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1890834.750000 Penalty: 4747.604980
	Iteration 59Q: 3 clusters Score -1890835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1890837.750000 Penalty: 4747.604980
	Iteration 60F: 3 clusters Score -1890838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1890840.375000 Penalty: 4747.604980
	Iteration 61Q: 3 clusters Score -1890840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1890841.000000 Penalty: 4747.604980
	Iteration 62Q: 3 clusters Score -1890841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1890840.375000 Penalty: 4747.604980
	Iteration 63Q: 3 clusters Score -1890840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1890841.250000 Penalty: 4747.604980
	Iteration 64Q: 3 clusters Score -1890841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1890841.250000 Penalty: 4747.604980
	Iteration 65F: 3 clusters Score -1890841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -791667.375000 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -791667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -786327.312500 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -786327.3 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -787604.562500 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -787604.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -787843.625000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -787843.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -787975.125000 Penalty: 4337.582031
	Iteration 3Q: 3 clusters Score -787975.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -788059.250000 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -788059.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -788130.437500 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -788130.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -788195.562500 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -788195.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -788249.125000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -788249.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -788302.687500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -788302.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -788357.250000 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -788357.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -788401.812500 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -788401.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -788448.625000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -788448.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -788492.125000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -788492.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -788534.375000 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -788534.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -788571.562500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -788571.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -788605.250000 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -788605.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -788637.687500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -788637.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -788669.250000 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -788669.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -788707.562500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -788707.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -788750.312500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -788750.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -788793.125000 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -788793.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -788831.000000 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -788831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -788865.687500 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -788865.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -788912.750000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -788912.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -788961.562500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -788961.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -789002.500000 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -789002.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -789030.687500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -789030.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -789051.937500 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -789051.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -789078.187500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -789078.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -789096.500000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -789096.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -789122.187500 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -789122.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -789154.937500 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -789154.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -789185.312500 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -789185.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -789211.937500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -789211.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -789238.000000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -789238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -789263.062500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -789263.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -789284.250000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -789284.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -789307.437500 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -789307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -789329.187500 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -789329.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -789351.937500 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -789351.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -789381.625000 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -789381.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -789410.750000 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -789410.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -789434.562500 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -789434.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -789454.500000 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -789454.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -789476.875000 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -789476.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -789501.312500 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -789501.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -789520.125000 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -789520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -789539.437500 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -789539.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -789558.187500 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -789558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -789580.937500 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -789580.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -789600.687500 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -789600.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -789616.937500 Penalty: 4337.582031
	Iteration 51Q: 3 clusters Score -789616.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -789630.125000 Penalty: 4337.582031
	Iteration 52Q: 3 clusters Score -789630.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -789647.312500 Penalty: 4337.582031
	Iteration 53Q: 3 clusters Score -789647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -789661.937500 Penalty: 4337.582031
	Iteration 54Q: 3 clusters Score -789661.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -789678.187500 Penalty: 4337.582031
	Iteration 55Q: 3 clusters Score -789678.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -789694.562500 Penalty: 4337.582031
	Iteration 56Q: 3 clusters Score -789694.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -789708.687500 Penalty: 4337.582031
	Iteration 57Q: 3 clusters Score -789708.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -789716.812500 Penalty: 4337.582031
	Iteration 58Q: 3 clusters Score -789716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -789727.500000 Penalty: 4337.582031
	Iteration 59Q: 3 clusters Score -789727.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -789736.750000 Penalty: 4337.582031
	Iteration 60F: 3 clusters Score -789736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -789746.437500 Penalty: 4337.582031
	Iteration 61Q: 3 clusters Score -789746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -789753.437500 Penalty: 4337.582031
	Iteration 62Q: 3 clusters Score -789753.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -789759.750000 Penalty: 4337.582031
	Iteration 63Q: 3 clusters Score -789759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -789762.500000 Penalty: 4337.582031
	Iteration 64Q: 3 clusters Score -789762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -789766.875000 Penalty: 4337.582031
	Iteration 65Q: 3 clusters Score -789766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -789769.687500 Penalty: 4337.582031
	Iteration 66Q: 3 clusters Score -789769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -789774.437500 Penalty: 4337.582031
	Iteration 67Q: 3 clusters Score -789774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -789776.187500 Penalty: 4337.582031
	Iteration 68Q: 3 clusters Score -789776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -789781.500000 Penalty: 4337.582031
	Iteration 69Q: 3 clusters Score -789781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -789787.187500 Penalty: 4337.582031
	Iteration 70Q: 3 clusters Score -789787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -789790.437500 Penalty: 4337.582031
	Iteration 71Q: 3 clusters Score -789790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -789793.250000 Penalty: 4337.582031
	Iteration 72Q: 3 clusters Score -789793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -789793.187500 Penalty: 4337.582031
	Iteration 73Q: 3 clusters Score -789793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -789794.437500 Penalty: 4337.582031
	Iteration 74Q: 3 clusters Score -789794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -789797.250000 Penalty: 4337.582031
	Iteration 75Q: 3 clusters Score -789797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -789797.812500 Penalty: 4337.582031
	Iteration 76Q: 3 clusters Score -789797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -789800.375000 Penalty: 4337.582031
	Iteration 77Q: 3 clusters Score -789800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -789802.187500 Penalty: 4337.582031
	Iteration 78Q: 3 clusters Score -789802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -789800.750000 Penalty: 4337.582031
	Iteration 79Q: 3 clusters Score -789800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -789803.125000 Penalty: 4337.582031
	Iteration 80F: 3 clusters Score -789803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -789805.562500 Penalty: 4337.582031
	Iteration 81Q: 3 clusters Score -789805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -789806.375000 Penalty: 4337.582031
	Iteration 82Q: 3 clusters Score -789806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -789806.625000 Penalty: 4337.582031
	Iteration 83Q: 3 clusters Score -789806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -789806.625000 Penalty: 4337.582031
	Iteration 84F: 3 clusters Score -789806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -53862.882812 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -53862.88 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 263 members 
Entering Unmasked Estep 
Score: -52455.484375 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -52455.48 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52799.347656 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -52799.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52992.433594 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -52992.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53208.703125 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -53208.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53482.539062 Penalty: 3087.380859
	Iteration 4F: 3 clusters Score -53482.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53789.664062 Penalty: 3087.380859
	Iteration 5F: 3 clusters Score -53789.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54089.203125 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -54089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54235.984375 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -54235.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54238.050781 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -54238.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54238.050781 Penalty: 3087.380859
	Iteration 9F: 3 clusters Score -54238.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24754 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 354457 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 68818 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14354 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 169 members 
Mstep: Class 36 contains 24903 members 
Mstep: Class 37 contains 336 members 
Entering Unmasked Estep 
Score: -104962568.000000 Penalty: 125167.218750
Splitting cluster 35 changes total score from -104964064.000000 to -104962568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (24903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Entering Unmasked Estep 
Score: -3296816.000000 Penalty: 2510.440430
	Iteration 0F: 2 clusters Score -3296816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3279534.000000 Penalty: 5020.880859
	Iteration 0F: 3 clusters Score -3279534 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3285463.500000 Penalty: 5020.880859
	Iteration 1F: 3 clusters Score -3285464 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3285810.750000 Penalty: 5020.880859
	Iteration 2Q: 3 clusters Score -3285811 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3286097.750000 Penalty: 5020.880859
	Iteration 3Q: 3 clusters Score -3286098 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3286380.750000 Penalty: 5020.880859
	Iteration 4Q: 3 clusters Score -3286381 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3286699.000000 Penalty: 5020.880859
	Iteration 5Q: 3 clusters Score -3286699 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3287106.500000 Penalty: 5020.880859
	Iteration 6Q: 3 clusters Score -3287106 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3287593.000000 Penalty: 5020.880859
	Iteration 7Q: 3 clusters Score -3287593 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3288285.750000 Penalty: 5020.880859
	Iteration 8Q: 3 clusters Score -3288286 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3289167.250000 Penalty: 5020.880859
	Iteration 9F: 3 clusters Score -3289167 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3290287.750000 Penalty: 5020.880859
	Iteration 10F: 3 clusters Score -3290288 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3291569.750000 Penalty: 5020.880859
	Iteration 11F: 3 clusters Score -3291570 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3292732.000000 Penalty: 5020.880859
	Iteration 12F: 3 clusters Score -3292732 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3293623.250000 Penalty: 5020.880859
	Iteration 13Q: 3 clusters Score -3293623 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3294151.000000 Penalty: 5020.880859
	Iteration 14Q: 3 clusters Score -3294151 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3294426.000000 Penalty: 5020.880859
	Iteration 15Q: 3 clusters Score -3294426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3294574.250000 Penalty: 5020.880859
	Iteration 16Q: 3 clusters Score -3294574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3294680.250000 Penalty: 5020.880859
	Iteration 17Q: 3 clusters Score -3294680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3294737.500000 Penalty: 5020.880859
	Iteration 18Q: 3 clusters Score -3294738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3294784.000000 Penalty: 5020.880859
	Iteration 19Q: 3 clusters Score -3294784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3294791.250000 Penalty: 5020.880859
	Iteration 20F: 3 clusters Score -3294791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3294809.000000 Penalty: 5020.880859
	Iteration 21Q: 3 clusters Score -3294809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3294813.750000 Penalty: 5020.880859
	Iteration 22Q: 3 clusters Score -3294814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3294825.500000 Penalty: 5020.880859
	Iteration 23Q: 3 clusters Score -3294826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3294830.750000 Penalty: 5020.880859
	Iteration 24Q: 3 clusters Score -3294831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3294829.000000 Penalty: 5020.880859
	Iteration 25Q: 3 clusters Score -3294829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3294836.000000 Penalty: 5020.880859
	Iteration 26Q: 3 clusters Score -3294836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3294841.500000 Penalty: 5020.880859
	Iteration 27Q: 3 clusters Score -3294842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3294841.250000 Penalty: 5020.880859
	Iteration 28Q: 3 clusters Score -3294841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3294843.750000 Penalty: 5020.880859
	Iteration 29Q: 3 clusters Score -3294844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3294846.750000 Penalty: 5020.880859
	Iteration 30Q: 3 clusters Score -3294847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3294858.250000 Penalty: 5020.880859
	Iteration 31Q: 3 clusters Score -3294858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3294856.750000 Penalty: 5020.880859
	Iteration 32Q: 3 clusters Score -3294857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3294856.750000 Penalty: 5020.880859
	Iteration 33F: 3 clusters Score -3294857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24754 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 354457 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 68818 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8830 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14354 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964048.000000 Penalty: 121784.320312
Iteration 159Q: 37 clusters Score -1.04964e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 24751 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 39844 members 
Mstep: Class 11 contains 14916 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 354475 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18597 members 
Mstep: Class 20 contains 12363 members 
Mstep: Class 21 contains 68820 members 
Mstep: Class 22 contains 49256 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14353 members 
Mstep: Class 34 contains 6278 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964160.000000 Penalty: 121784.320312
Iteration 160F: 37 clusters Score -1.049642e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 24742 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 18950 members 
Mstep: Class 10 contains 39803 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 354484 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18600 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 68829 members 
Mstep: Class 22 contains 49281 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 8834 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17582 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14351 members 
Mstep: Class 34 contains 6278 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964104.000000 Penalty: 121784.320312
Iteration 161Q: 37 clusters Score -1.049641e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 24737 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 18940 members 
Mstep: Class 10 contains 39741 members 
Mstep: Class 11 contains 15020 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 354507 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18600 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 68840 members 
Mstep: Class 22 contains 49309 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 8835 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17580 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14350 members 
Mstep: Class 34 contains 6275 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964032.000000 Penalty: 121784.320312
Iteration 162Q: 37 clusters Score -1.04964e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 24735 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 39703 members 
Mstep: Class 11 contains 15065 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 354501 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18606 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 68847 members 
Mstep: Class 22 contains 49345 members 
Mstep: Class 23 contains 3647 members 
Mstep: Class 24 contains 8840 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17580 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14491 members 
Mstep: Class 32 contains 3932 members 
Mstep: Class 33 contains 14351 members 
Mstep: Class 34 contains 6271 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964008.000000 Penalty: 121784.320312
Iteration 163Q: 37 clusters Score -1.04964e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 24728 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 39687 members 
Mstep: Class 11 contains 15106 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 354487 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 68851 members 
Mstep: Class 22 contains 49368 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 8844 members 
Mstep: Class 25 contains 3125 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14349 members 
Mstep: Class 34 contains 6271 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964120.000000 Penalty: 121784.320312
Iteration 164Q: 37 clusters Score -1.049641e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 24720 members 
Mstep: Class 5 contains 9990 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 18891 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 15142 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 354469 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 68851 members 
Mstep: Class 22 contains 49390 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 8847 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14350 members 
Mstep: Class 34 contains 6269 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964264.000000 Penalty: 121784.320312
Iteration 165Q: 37 clusters Score -1.049643e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 24717 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 39654 members 
Mstep: Class 11 contains 15174 members 
Mstep: Class 12 contains 3762 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 354456 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18613 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 68855 members 
Mstep: Class 22 contains 49394 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 8848 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17593 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14352 members 
Mstep: Class 34 contains 6271 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964232.000000 Penalty: 121784.320312
Iteration 166Q: 37 clusters Score -1.049642e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 24710 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 18865 members 
Mstep: Class 10 contains 39636 members 
Mstep: Class 11 contains 15195 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 354459 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 12619 members 
Mstep: Class 21 contains 68861 members 
Mstep: Class 22 contains 49402 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 8849 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14353 members 
Mstep: Class 34 contains 6271 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964184.000000 Penalty: 121784.320312
Iteration 167Q: 37 clusters Score -1.049642e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 24702 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 18854 members 
Mstep: Class 10 contains 39622 members 
Mstep: Class 11 contains 15215 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 354460 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 12670 members 
Mstep: Class 21 contains 68864 members 
Mstep: Class 22 contains 49391 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14355 members 
Mstep: Class 34 contains 6269 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964264.000000 Penalty: 121784.320312
Iteration 168Q: 37 clusters Score -1.049643e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 24696 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 18844 members 
Mstep: Class 10 contains 39607 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 354463 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 12728 members 
Mstep: Class 21 contains 68860 members 
Mstep: Class 22 contains 49387 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17593 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14359 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964216.000000 Penalty: 121784.320312
Iteration 169Q: 37 clusters Score -1.049642e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 24689 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2297 members 
Mstep: Class 9 contains 18834 members 
Mstep: Class 10 contains 39593 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 354456 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 12786 members 
Mstep: Class 21 contains 68865 members 
Mstep: Class 22 contains 49378 members 
Mstep: Class 23 contains 3635 members 
Mstep: Class 24 contains 8852 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17597 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14357 members 
Mstep: Class 34 contains 6263 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964232.000000 Penalty: 121784.320312
Iteration 170Q: 37 clusters Score -1.049642e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 24677 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 39575 members 
Mstep: Class 11 contains 15257 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 354448 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 68874 members 
Mstep: Class 22 contains 49370 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 8853 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17600 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 6262 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964160.000000 Penalty: 121784.320312
Iteration 171Q: 37 clusters Score -1.049642e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 24670 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 18813 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 15271 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8131 members 
Mstep: Class 16 contains 354454 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 12894 members 
Mstep: Class 21 contains 68874 members 
Mstep: Class 22 contains 49387 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 8854 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17599 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14357 members 
Mstep: Class 34 contains 6263 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964256.000000 Penalty: 121784.320312
Iteration 172Q: 37 clusters Score -1.049643e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 24670 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 18807 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 15290 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8130 members 
Mstep: Class 16 contains 354450 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 12935 members 
Mstep: Class 21 contains 68882 members 
Mstep: Class 22 contains 49388 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 8854 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17598 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14358 members 
Mstep: Class 34 contains 6262 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964280.000000 Penalty: 121784.320312
Iteration 173Q: 37 clusters Score -1.049643e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 24669 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 15306 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8130 members 
Mstep: Class 16 contains 354450 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 12983 members 
Mstep: Class 21 contains 68885 members 
Mstep: Class 22 contains 49392 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17599 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14361 members 
Mstep: Class 34 contains 6259 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964264.000000 Penalty: 121784.320312
Iteration 174Q: 37 clusters Score -1.049643e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6387 members 
Mstep: Class 4 contains 24668 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 18786 members 
Mstep: Class 10 contains 39512 members 
Mstep: Class 11 contains 15321 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8130 members 
Mstep: Class 16 contains 354441 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 68888 members 
Mstep: Class 22 contains 49400 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 8862 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17599 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14369 members 
Mstep: Class 34 contains 6259 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964120.000000 Penalty: 121784.320312
Iteration 175Q: 37 clusters Score -1.049641e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 24660 members 
Mstep: Class 5 contains 9967 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 18770 members 
Mstep: Class 10 contains 39494 members 
Mstep: Class 11 contains 15326 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8130 members 
Mstep: Class 16 contains 354445 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18613 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 49409 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 8865 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17598 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 14375 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964056.000000 Penalty: 121784.320312
Iteration 176Q: 37 clusters Score -1.049641e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 24656 members 
Mstep: Class 5 contains 9971 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 18751 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 15338 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 354452 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 13129 members 
Mstep: Class 21 contains 68894 members 
Mstep: Class 22 contains 49419 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8869 members 
Mstep: Class 25 contains 3125 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17598 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14380 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964208.000000 Penalty: 121784.320312
Iteration 177Q: 37 clusters Score -1.049642e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 18750 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 15344 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 354445 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 68901 members 
Mstep: Class 22 contains 49405 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8870 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17600 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14383 members 
Mstep: Class 34 contains 6259 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964144.000000 Penalty: 121784.320312
Iteration 178Q: 37 clusters Score -1.049641e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 39428 members 
Mstep: Class 11 contains 15357 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 354440 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13251 members 
Mstep: Class 21 contains 68909 members 
Mstep: Class 22 contains 49400 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17598 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964208.000000 Penalty: 121784.320312
Iteration 179Q: 37 clusters Score -1.049642e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 15367 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 354450 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13319 members 
Mstep: Class 21 contains 68904 members 
Mstep: Class 22 contains 49405 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 8871 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17597 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964208.000000 Penalty: 121784.320312
Iteration 180F: 37 clusters Score -1.049642e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6333 members 
Mstep: Class 4 contains 24634 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 39372 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354467 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13372 members 
Mstep: Class 21 contains 68900 members 
Mstep: Class 22 contains 49412 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 3122 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17594 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14484 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14389 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964312.000000 Penalty: 121784.320312
Iteration 181Q: 37 clusters Score -1.049643e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6330 members 
Mstep: Class 4 contains 24624 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 10 contains 39336 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354471 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 13437 members 
Mstep: Class 21 contains 68901 members 
Mstep: Class 22 contains 49403 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 8871 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14484 members 
Mstep: Class 32 contains 3929 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964200.000000 Penalty: 121784.320312
Iteration 182Q: 37 clusters Score -1.049642e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 24616 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 18709 members 
Mstep: Class 10 contains 39316 members 
Mstep: Class 11 contains 15384 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354462 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 13489 members 
Mstep: Class 21 contains 68912 members 
Mstep: Class 22 contains 49397 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 8871 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17593 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 6256 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964120.000000 Penalty: 121784.320312
Iteration 183Q: 37 clusters Score -1.049641e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 24614 members 
Mstep: Class 5 contains 9985 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 39295 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354468 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18610 members 
Mstep: Class 20 contains 13527 members 
Mstep: Class 21 contains 68923 members 
Mstep: Class 22 contains 49384 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14391 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964160.000000 Penalty: 121784.320312
Iteration 184Q: 37 clusters Score -1.049642e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6320 members 
Mstep: Class 4 contains 24613 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 18704 members 
Mstep: Class 10 contains 39280 members 
Mstep: Class 11 contains 15383 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354465 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18610 members 
Mstep: Class 20 contains 13559 members 
Mstep: Class 21 contains 68930 members 
Mstep: Class 22 contains 49373 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 8874 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 1478 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14392 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964184.000000 Penalty: 121784.320312
Iteration 185Q: 37 clusters Score -1.049642e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 24605 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 39262 members 
Mstep: Class 11 contains 15388 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354463 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 13600 members 
Mstep: Class 21 contains 68931 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 8875 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14395 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964296.000000 Penalty: 121784.320312
Iteration 186Q: 37 clusters Score -1.049643e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 24603 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 10 contains 39236 members 
Mstep: Class 11 contains 15398 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354469 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 68932 members 
Mstep: Class 22 contains 49321 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 8877 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14398 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964352.000000 Penalty: 121784.320312
Iteration 187Q: 37 clusters Score -1.049644e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 24601 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 18700 members 
Mstep: Class 10 contains 39223 members 
Mstep: Class 11 contains 15399 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354472 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 68941 members 
Mstep: Class 22 contains 49271 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 8878 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 14400 members 
Mstep: Class 34 contains 6244 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964424.000000 Penalty: 121784.320312
Iteration 188Q: 37 clusters Score -1.049644e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 24593 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 18699 members 
Mstep: Class 10 contains 39213 members 
Mstep: Class 11 contains 15401 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8120 members 
Mstep: Class 16 contains 354465 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 68948 members 
Mstep: Class 22 contains 49244 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14406 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 121784.320312
Iteration 189Q: 37 clusters Score -1.049646e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 4 contains 24589 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 18696 members 
Mstep: Class 10 contains 39197 members 
Mstep: Class 11 contains 15404 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354456 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 68961 members 
Mstep: Class 22 contains 49223 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 1477 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14407 members 
Mstep: Class 34 contains 6239 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 121784.320312
Iteration 190Q: 37 clusters Score -1.049646e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 4 contains 24594 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 18692 members 
Mstep: Class 10 contains 39175 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 354446 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 68961 members 
Mstep: Class 22 contains 49197 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14407 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964656.000000 Penalty: 121784.320312
Iteration 191Q: 37 clusters Score -1.049647e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6314 members 
Mstep: Class 4 contains 24591 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 18691 members 
Mstep: Class 10 contains 39165 members 
Mstep: Class 11 contains 15412 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354444 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18610 members 
Mstep: Class 20 contains 13901 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 49159 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14406 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964488.000000 Penalty: 121784.320312
Iteration 192Q: 37 clusters Score -1.049645e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 6312 members 
Mstep: Class 4 contains 24593 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 18690 members 
Mstep: Class 10 contains 39162 members 
Mstep: Class 11 contains 15419 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354435 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 13953 members 
Mstep: Class 21 contains 68972 members 
Mstep: Class 22 contains 49109 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2913 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 121784.320312
Iteration 193Q: 37 clusters Score -1.049645e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6309 members 
Mstep: Class 4 contains 24598 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 18679 members 
Mstep: Class 10 contains 39154 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 354423 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 20 contains 14004 members 
Mstep: Class 21 contains 68986 members 
Mstep: Class 22 contains 49067 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 8878 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14412 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 121784.320312
Iteration 194Q: 37 clusters Score -1.049646e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6304 members 
Mstep: Class 4 contains 24606 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 18676 members 
Mstep: Class 10 contains 39143 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8120 members 
Mstep: Class 16 contains 354414 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18614 members 
Mstep: Class 20 contains 14051 members 
Mstep: Class 21 contains 68995 members 
Mstep: Class 22 contains 49033 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14411 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964720.000000 Penalty: 121784.320312
Iteration 195Q: 37 clusters Score -1.049647e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6301 members 
Mstep: Class 4 contains 24613 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 39133 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8119 members 
Mstep: Class 16 contains 354406 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14089 members 
Mstep: Class 21 contains 68997 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3652 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17593 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14412 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 196Q: 37 clusters Score -1.049646e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 24618 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 39129 members 
Mstep: Class 11 contains 15422 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8118 members 
Mstep: Class 16 contains 354396 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 14127 members 
Mstep: Class 21 contains 69001 members 
Mstep: Class 22 contains 48982 members 
Mstep: Class 23 contains 3652 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14415 members 
Mstep: Class 34 contains 6234 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 121784.320312
Iteration 197Q: 37 clusters Score -1.049645e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 24625 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 39122 members 
Mstep: Class 11 contains 15424 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 354382 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14160 members 
Mstep: Class 21 contains 69006 members 
Mstep: Class 22 contains 48970 members 
Mstep: Class 23 contains 3655 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 3125 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14418 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 121784.320312
Iteration 198Q: 37 clusters Score -1.049646e+08 nChanged 126
Entering ConstructFrom: 
Score: -104964648.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (23278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Entering Unmasked Estep 
Score: -2599999.000000 Penalty: 2493.705322
	Iteration 0F: 2 clusters Score -2599999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2583878.250000 Penalty: 4987.410645
	Iteration 0F: 3 clusters Score -2583878 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2589951.750000 Penalty: 4987.410645
	Iteration 1F: 3 clusters Score -2589952 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2591112.250000 Penalty: 4987.410645
	Iteration 2F: 3 clusters Score -2591112 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2592564.250000 Penalty: 4987.410645
	Iteration 3F: 3 clusters Score -2592564 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2594248.250000 Penalty: 4987.410645
	Iteration 4F: 3 clusters Score -2594248 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2595827.000000 Penalty: 4987.410645
	Iteration 5F: 3 clusters Score -2595827 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2597121.500000 Penalty: 4987.410645
	Iteration 6F: 3 clusters Score -2597122 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2598006.500000 Penalty: 4987.410645
	Iteration 7F: 3 clusters Score -2598006 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2598470.250000 Penalty: 4987.410645
	Iteration 8Q: 3 clusters Score -2598470 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2598716.250000 Penalty: 4987.410645
	Iteration 9Q: 3 clusters Score -2598716 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2598874.250000 Penalty: 4987.410645
	Iteration 10Q: 3 clusters Score -2598874 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2598956.750000 Penalty: 4987.410645
	Iteration 11Q: 3 clusters Score -2598957 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2599014.750000 Penalty: 4987.410645
	Iteration 12Q: 3 clusters Score -2599015 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2599057.500000 Penalty: 4987.410645
	Iteration 13Q: 3 clusters Score -2599058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2599082.500000 Penalty: 4987.410645
	Iteration 14Q: 3 clusters Score -2599082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2599103.750000 Penalty: 4987.410645
	Iteration 15Q: 3 clusters Score -2599104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2599126.250000 Penalty: 4987.410645
	Iteration 16Q: 3 clusters Score -2599126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2599144.500000 Penalty: 4987.410645
	Iteration 17Q: 3 clusters Score -2599144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2599149.500000 Penalty: 4987.410645
	Iteration 18Q: 3 clusters Score -2599150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2599152.750000 Penalty: 4987.410645
	Iteration 19Q: 3 clusters Score -2599153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2599148.500000 Penalty: 4987.410645
	Iteration 20F: 3 clusters Score -2599148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2599151.750000 Penalty: 4987.410645
	Iteration 21Q: 3 clusters Score -2599152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2599151.250000 Penalty: 4987.410645
	Iteration 22Q: 3 clusters Score -2599151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2599151.750000 Penalty: 4987.410645
	Iteration 23Q: 3 clusters Score -2599152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2599158.250000 Penalty: 4987.410645
	Iteration 24Q: 3 clusters Score -2599158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2599162.500000 Penalty: 4987.410645
	Iteration 25Q: 3 clusters Score -2599162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2599159.750000 Penalty: 4987.410645
	Iteration 26Q: 3 clusters Score -2599160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2599159.250000 Penalty: 4987.410645
	Iteration 27Q: 3 clusters Score -2599159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2599157.500000 Penalty: 4987.410645
	Iteration 28Q: 3 clusters Score -2599158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2599158.500000 Penalty: 4987.410645
	Iteration 29Q: 3 clusters Score -2599158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2599162.250000 Penalty: 4987.410645
	Iteration 30Q: 3 clusters Score -2599162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2599162.750000 Penalty: 4987.410645
	Iteration 31Q: 3 clusters Score -2599163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2599164.250000 Penalty: 4987.410645
	Iteration 32Q: 3 clusters Score -2599164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2599175.000000 Penalty: 4987.410645
	Iteration 33Q: 3 clusters Score -2599175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2599177.500000 Penalty: 4987.410645
	Iteration 34Q: 3 clusters Score -2599178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2599179.000000 Penalty: 4987.410645
	Iteration 35Q: 3 clusters Score -2599179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2599176.000000 Penalty: 4987.410645
	Iteration 36Q: 3 clusters Score -2599176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2599183.750000 Penalty: 4987.410645
	Iteration 37Q: 3 clusters Score -2599184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2599175.000000 Penalty: 4987.410645
	Iteration 38Q: 3 clusters Score -2599175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2599178.500000 Penalty: 4987.410645
	Iteration 39Q: 3 clusters Score -2599178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2599174.750000 Penalty: 4987.410645
	Iteration 40F: 3 clusters Score -2599175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2599177.000000 Penalty: 4987.410645
	Iteration 41Q: 3 clusters Score -2599177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2599172.750000 Penalty: 4987.410645
	Iteration 42Q: 3 clusters Score -2599173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2599176.250000 Penalty: 4987.410645
	Iteration 43Q: 3 clusters Score -2599176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2599174.000000 Penalty: 4987.410645
	Iteration 44Q: 3 clusters Score -2599174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2599170.250000 Penalty: 4987.410645
	Iteration 45Q: 3 clusters Score -2599170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2599176.750000 Penalty: 4987.410645
	Iteration 46Q: 3 clusters Score -2599177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2599176.250000 Penalty: 4987.410645
	Iteration 47Q: 3 clusters Score -2599176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2599181.750000 Penalty: 4987.410645
	Iteration 48Q: 3 clusters Score -2599182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2599183.000000 Penalty: 4987.410645
	Iteration 49Q: 3 clusters Score -2599183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2599185.250000 Penalty: 4987.410645
	Iteration 50Q: 3 clusters Score -2599185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2599192.250000 Penalty: 4987.410645
	Iteration 51Q: 3 clusters Score -2599192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2599186.750000 Penalty: 4987.410645
	Iteration 52Q: 3 clusters Score -2599187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2599189.750000 Penalty: 4987.410645
	Iteration 53Q: 3 clusters Score -2599190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2599190.000000 Penalty: 4987.410645
	Iteration 54Q: 3 clusters Score -2599190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2599187.750000 Penalty: 4987.410645
	Iteration 55Q: 3 clusters Score -2599188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2599187.750000 Penalty: 4987.410645
	Iteration 56F: 3 clusters Score -2599188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -1332409.500000 Penalty: 2299.082520
	Iteration 0F: 2 clusters Score -1332410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1324329.625000 Penalty: 4598.165039
	Iteration 0F: 3 clusters Score -1324330 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1326678.750000 Penalty: 4598.165039
	Iteration 1F: 3 clusters Score -1326679 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1326968.500000 Penalty: 4598.165039
	Iteration 2F: 3 clusters Score -1326968 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1327156.625000 Penalty: 4598.165039
	Iteration 3Q: 3 clusters Score -1327157 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1327335.000000 Penalty: 4598.165039
	Iteration 4Q: 3 clusters Score -1327335 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1327498.125000 Penalty: 4598.165039
	Iteration 5Q: 3 clusters Score -1327498 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1327676.500000 Penalty: 4598.165039
	Iteration 6Q: 3 clusters Score -1327676 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1327852.125000 Penalty: 4598.165039
	Iteration 7Q: 3 clusters Score -1327852 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1328008.125000 Penalty: 4598.165039
	Iteration 8Q: 3 clusters Score -1328008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1328153.625000 Penalty: 4598.165039
	Iteration 9Q: 3 clusters Score -1328154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1328283.125000 Penalty: 4598.165039
	Iteration 10Q: 3 clusters Score -1328283 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1328392.375000 Penalty: 4598.165039
	Iteration 11Q: 3 clusters Score -1328392 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1328509.500000 Penalty: 4598.165039
	Iteration 12Q: 3 clusters Score -1328510 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1328618.375000 Penalty: 4598.165039
	Iteration 13Q: 3 clusters Score -1328618 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1328713.750000 Penalty: 4598.165039
	Iteration 14Q: 3 clusters Score -1328714 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1328788.750000 Penalty: 4598.165039
	Iteration 15Q: 3 clusters Score -1328789 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1328870.375000 Penalty: 4598.165039
	Iteration 16Q: 3 clusters Score -1328870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1328941.125000 Penalty: 4598.165039
	Iteration 17Q: 3 clusters Score -1328941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1329004.750000 Penalty: 4598.165039
	Iteration 18Q: 3 clusters Score -1329005 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1329078.000000 Penalty: 4598.165039
	Iteration 19Q: 3 clusters Score -1329078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1329141.875000 Penalty: 4598.165039
	Iteration 20F: 3 clusters Score -1329142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1329194.625000 Penalty: 4598.165039
	Iteration 21Q: 3 clusters Score -1329195 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1329256.750000 Penalty: 4598.165039
	Iteration 22Q: 3 clusters Score -1329257 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1329329.875000 Penalty: 4598.165039
	Iteration 23Q: 3 clusters Score -1329330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1329404.875000 Penalty: 4598.165039
	Iteration 24Q: 3 clusters Score -1329405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1329489.125000 Penalty: 4598.165039
	Iteration 25Q: 3 clusters Score -1329489 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1329574.625000 Penalty: 4598.165039
	Iteration 26Q: 3 clusters Score -1329575 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1329646.875000 Penalty: 4598.165039
	Iteration 27Q: 3 clusters Score -1329647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1329721.250000 Penalty: 4598.165039
	Iteration 28Q: 3 clusters Score -1329721 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1329805.250000 Penalty: 4598.165039
	Iteration 29Q: 3 clusters Score -1329805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1329891.750000 Penalty: 4598.165039
	Iteration 30Q: 3 clusters Score -1329892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1329962.875000 Penalty: 4598.165039
	Iteration 31Q: 3 clusters Score -1329963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1330040.500000 Penalty: 4598.165039
	Iteration 32Q: 3 clusters Score -1330040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1330110.750000 Penalty: 4598.165039
	Iteration 33Q: 3 clusters Score -1330111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1330160.500000 Penalty: 4598.165039
	Iteration 34Q: 3 clusters Score -1330160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1330205.625000 Penalty: 4598.165039
	Iteration 35Q: 3 clusters Score -1330206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1330245.625000 Penalty: 4598.165039
	Iteration 36Q: 3 clusters Score -1330246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1330281.875000 Penalty: 4598.165039
	Iteration 37Q: 3 clusters Score -1330282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1330322.500000 Penalty: 4598.165039
	Iteration 38Q: 3 clusters Score -1330322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1330355.250000 Penalty: 4598.165039
	Iteration 39Q: 3 clusters Score -1330355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1330380.500000 Penalty: 4598.165039
	Iteration 40F: 3 clusters Score -1330380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1330391.875000 Penalty: 4598.165039
	Iteration 41Q: 3 clusters Score -1330392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1330400.875000 Penalty: 4598.165039
	Iteration 42Q: 3 clusters Score -1330401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1330412.000000 Penalty: 4598.165039
	Iteration 43Q: 3 clusters Score -1330412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1330422.000000 Penalty: 4598.165039
	Iteration 44Q: 3 clusters Score -1330422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1330430.125000 Penalty: 4598.165039
	Iteration 45Q: 3 clusters Score -1330430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1330432.875000 Penalty: 4598.165039
	Iteration 46Q: 3 clusters Score -1330433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1330440.500000 Penalty: 4598.165039
	Iteration 47Q: 3 clusters Score -1330440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1330439.875000 Penalty: 4598.165039
	Iteration 48Q: 3 clusters Score -1330440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1330444.875000 Penalty: 4598.165039
	Iteration 49Q: 3 clusters Score -1330445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1330451.625000 Penalty: 4598.165039
	Iteration 50Q: 3 clusters Score -1330452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1330457.250000 Penalty: 4598.165039
	Iteration 51Q: 3 clusters Score -1330457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1330459.375000 Penalty: 4598.165039
	Iteration 52Q: 3 clusters Score -1330459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1330461.125000 Penalty: 4598.165039
	Iteration 53Q: 3 clusters Score -1330461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1330463.500000 Penalty: 4598.165039
	Iteration 54Q: 3 clusters Score -1330464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1330468.250000 Penalty: 4598.165039
	Iteration 55Q: 3 clusters Score -1330468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1330470.375000 Penalty: 4598.165039
	Iteration 56Q: 3 clusters Score -1330470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1330477.500000 Penalty: 4598.165039
	Iteration 57Q: 3 clusters Score -1330478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1330481.125000 Penalty: 4598.165039
	Iteration 58Q: 3 clusters Score -1330481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1330483.750000 Penalty: 4598.165039
	Iteration 59Q: 3 clusters Score -1330484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1330483.750000 Penalty: 4598.165039
	Iteration 60F: 3 clusters Score -1330484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Entering Unmasked Estep 
Score: -782637.125000 Penalty: 2168.751465
	Iteration 0F: 2 clusters Score -782637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -777266.562500 Penalty: 4337.502930
	Iteration 0F: 3 clusters Score -777266.6 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -778638.937500 Penalty: 4337.502930
	Iteration 1F: 3 clusters Score -778638.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -778906.000000 Penalty: 4337.502930
	Iteration 2F: 3 clusters Score -778906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -779070.250000 Penalty: 4337.502930
	Iteration 3F: 3 clusters Score -779070.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -779187.500000 Penalty: 4337.502930
	Iteration 4Q: 3 clusters Score -779187.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -779264.875000 Penalty: 4337.502930
	Iteration 5Q: 3 clusters Score -779264.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -779342.500000 Penalty: 4337.502930
	Iteration 6Q: 3 clusters Score -779342.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -779419.937500 Penalty: 4337.502930
	Iteration 7Q: 3 clusters Score -779419.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -779523.000000 Penalty: 4337.502930
	Iteration 8Q: 3 clusters Score -779523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -779635.312500 Penalty: 4337.502930
	Iteration 9Q: 3 clusters Score -779635.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -779733.000000 Penalty: 4337.502930
	Iteration 10Q: 3 clusters Score -779733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -779859.812500 Penalty: 4337.502930
	Iteration 11Q: 3 clusters Score -779859.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -779972.625000 Penalty: 4337.502930
	Iteration 12Q: 3 clusters Score -779972.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -780081.562500 Penalty: 4337.502930
	Iteration 13Q: 3 clusters Score -780081.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -780199.375000 Penalty: 4337.502930
	Iteration 14Q: 3 clusters Score -780199.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -780298.125000 Penalty: 4337.502930
	Iteration 15Q: 3 clusters Score -780298.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -780382.187500 Penalty: 4337.502930
	Iteration 16Q: 3 clusters Score -780382.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -780436.250000 Penalty: 4337.502930
	Iteration 17Q: 3 clusters Score -780436.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -780478.500000 Penalty: 4337.502930
	Iteration 18Q: 3 clusters Score -780478.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -780508.000000 Penalty: 4337.502930
	Iteration 19Q: 3 clusters Score -780508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -780529.437500 Penalty: 4337.502930
	Iteration 20F: 3 clusters Score -780529.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -780544.312500 Penalty: 4337.502930
	Iteration 21Q: 3 clusters Score -780544.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -780555.250000 Penalty: 4337.502930
	Iteration 22Q: 3 clusters Score -780555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -780567.625000 Penalty: 4337.502930
	Iteration 23Q: 3 clusters Score -780567.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -780577.500000 Penalty: 4337.502930
	Iteration 24Q: 3 clusters Score -780577.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -780598.500000 Penalty: 4337.502930
	Iteration 25Q: 3 clusters Score -780598.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -780613.312500 Penalty: 4337.502930
	Iteration 26Q: 3 clusters Score -780613.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -780626.125000 Penalty: 4337.502930
	Iteration 27Q: 3 clusters Score -780626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -780634.500000 Penalty: 4337.502930
	Iteration 28Q: 3 clusters Score -780634.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -780642.562500 Penalty: 4337.502930
	Iteration 29Q: 3 clusters Score -780642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -780646.750000 Penalty: 4337.502930
	Iteration 30Q: 3 clusters Score -780646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -780653.000000 Penalty: 4337.502930
	Iteration 31Q: 3 clusters Score -780653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -780658.562500 Penalty: 4337.502930
	Iteration 32Q: 3 clusters Score -780658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -780666.375000 Penalty: 4337.502930
	Iteration 33Q: 3 clusters Score -780666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -780676.000000 Penalty: 4337.502930
	Iteration 34Q: 3 clusters Score -780676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -780681.875000 Penalty: 4337.502930
	Iteration 35Q: 3 clusters Score -780681.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -780693.937500 Penalty: 4337.502930
	Iteration 36Q: 3 clusters Score -780693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -780700.500000 Penalty: 4337.502930
	Iteration 37Q: 3 clusters Score -780700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -780705.562500 Penalty: 4337.502930
	Iteration 38Q: 3 clusters Score -780705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -780707.250000 Penalty: 4337.502930
	Iteration 39Q: 3 clusters Score -780707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -780713.187500 Penalty: 4337.502930
	Iteration 40F: 3 clusters Score -780713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -780716.250000 Penalty: 4337.502930
	Iteration 41Q: 3 clusters Score -780716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -780716.312500 Penalty: 4337.502930
	Iteration 42Q: 3 clusters Score -780716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -780717.500000 Penalty: 4337.502930
	Iteration 43Q: 3 clusters Score -780717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -780718.937500 Penalty: 4337.502930
	Iteration 44Q: 3 clusters Score -780718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -780720.562500 Penalty: 4337.502930
	Iteration 45Q: 3 clusters Score -780720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -780720.250000 Penalty: 4337.502930
	Iteration 46Q: 3 clusters Score -780720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -780721.250000 Penalty: 4337.502930
	Iteration 47Q: 3 clusters Score -780721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -780721.250000 Penalty: 4337.502930
	Iteration 48F: 3 clusters Score -780721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Entering Unmasked Estep 
Score: -3228131.250000 Penalty: 2507.666260
	Iteration 0F: 2 clusters Score -3228131 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 12345 members 
Entering Unmasked Estep 
Score: -3211033.750000 Penalty: 5015.332520
	Iteration 0F: 3 clusters Score -3211034 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3217051.750000 Penalty: 5015.332520
	Iteration 1F: 3 clusters Score -3217052 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3217420.000000 Penalty: 5015.332520
	Iteration 2Q: 3 clusters Score -3217420 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3217685.000000 Penalty: 5015.332520
	Iteration 3Q: 3 clusters Score -3217685 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3217872.000000 Penalty: 5015.332520
	Iteration 4Q: 3 clusters Score -3217872 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3218054.250000 Penalty: 5015.332520
	Iteration 5Q: 3 clusters Score -3218054 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3218231.500000 Penalty: 5015.332520
	Iteration 6Q: 3 clusters Score -3218232 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3218384.750000 Penalty: 5015.332520
	Iteration 7Q: 3 clusters Score -3218385 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3218601.000000 Penalty: 5015.332520
	Iteration 8Q: 3 clusters Score -3218601 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3218902.500000 Penalty: 5015.332520
	Iteration 9Q: 3 clusters Score -3218902 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3219365.750000 Penalty: 5015.332520
	Iteration 10Q: 3 clusters Score -3219366 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3220062.250000 Penalty: 5015.332520
	Iteration 11Q: 3 clusters Score -3220062 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3221014.250000 Penalty: 5015.332520
	Iteration 12F: 3 clusters Score -3221014 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3222179.500000 Penalty: 5015.332520
	Iteration 13F: 3 clusters Score -3222180 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3223394.750000 Penalty: 5015.332520
	Iteration 14F: 3 clusters Score -3223395 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3224354.500000 Penalty: 5015.332520
	Iteration 15Q: 3 clusters Score -3224354 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3224988.750000 Penalty: 5015.332520
	Iteration 16Q: 3 clusters Score -3224989 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3225371.750000 Penalty: 5015.332520
	Iteration 17Q: 3 clusters Score -3225372 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3225593.000000 Penalty: 5015.332520
	Iteration 18Q: 3 clusters Score -3225593 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3225721.500000 Penalty: 5015.332520
	Iteration 19Q: 3 clusters Score -3225722 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3225791.500000 Penalty: 5015.332520
	Iteration 20F: 3 clusters Score -3225792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3225846.000000 Penalty: 5015.332520
	Iteration 21Q: 3 clusters Score -3225846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3225881.000000 Penalty: 5015.332520
	Iteration 22Q: 3 clusters Score -3225881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3225916.500000 Penalty: 5015.332520
	Iteration 23Q: 3 clusters Score -3225916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3225943.750000 Penalty: 5015.332520
	Iteration 24Q: 3 clusters Score -3225944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3225961.500000 Penalty: 5015.332520
	Iteration 25Q: 3 clusters Score -3225962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3225980.500000 Penalty: 5015.332520
	Iteration 26Q: 3 clusters Score -3225980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3225998.750000 Penalty: 5015.332520
	Iteration 27Q: 3 clusters Score -3225999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3226013.750000 Penalty: 5015.332520
	Iteration 28Q: 3 clusters Score -3226014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3226020.250000 Penalty: 5015.332520
	Iteration 29Q: 3 clusters Score -3226020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3226027.000000 Penalty: 5015.332520
	Iteration 30Q: 3 clusters Score -3226027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3226036.000000 Penalty: 5015.332520
	Iteration 31Q: 3 clusters Score -3226036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3226041.500000 Penalty: 5015.332520
	Iteration 32Q: 3 clusters Score -3226042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3226049.250000 Penalty: 5015.332520
	Iteration 33Q: 3 clusters Score -3226049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3226051.250000 Penalty: 5015.332520
	Iteration 34Q: 3 clusters Score -3226051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3226052.500000 Penalty: 5015.332520
	Iteration 35Q: 3 clusters Score -3226052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3226052.500000 Penalty: 5015.332520
	Iteration 36Q: 3 clusters Score -3226052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3226051.750000 Penalty: 5015.332520
	Iteration 37Q: 3 clusters Score -3226052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3226051.750000 Penalty: 5015.332520
	Iteration 38Q: 3 clusters Score -3226052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3226051.750000 Penalty: 5015.332520
	Iteration 39F: 3 clusters Score -3226052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1247932.875000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1247933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1240228.750000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1240229 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1242487.500000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1242488 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1242829.500000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1242830 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1243064.625000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1243065 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1243248.000000 Penalty: 4568.626465
	Iteration 4Q: 3 clusters Score -1243248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1243375.250000 Penalty: 4568.626465
	Iteration 5Q: 3 clusters Score -1243375 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1243503.500000 Penalty: 4568.626465
	Iteration 6Q: 3 clusters Score -1243504 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1243625.875000 Penalty: 4568.626465
	Iteration 7Q: 3 clusters Score -1243626 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1243754.500000 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -1243754 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1243877.625000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -1243878 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1243995.750000 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -1243996 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1244138.000000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1244138 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1244278.625000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1244279 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1244412.750000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1244413 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1244532.625000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1244533 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1244650.500000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1244650 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1244777.500000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1244778 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1244906.875000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1244907 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1245050.250000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1245050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1245188.000000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1245188 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1245328.250000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1245328 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1245477.375000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1245477 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1245623.875000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1245624 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1245757.250000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1245757 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1245875.500000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1245876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1245965.750000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1245966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1246040.750000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1246041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1246097.500000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1246098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1246148.750000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -1246149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1246181.000000 Penalty: 4568.626465
	Iteration 29Q: 3 clusters Score -1246181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1246201.000000 Penalty: 4568.626465
	Iteration 30Q: 3 clusters Score -1246201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1246219.000000 Penalty: 4568.626465
	Iteration 31Q: 3 clusters Score -1246219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1246234.125000 Penalty: 4568.626465
	Iteration 32Q: 3 clusters Score -1246234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1246243.875000 Penalty: 4568.626465
	Iteration 33Q: 3 clusters Score -1246244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1246255.000000 Penalty: 4568.626465
	Iteration 34Q: 3 clusters Score -1246255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1246265.125000 Penalty: 4568.626465
	Iteration 35Q: 3 clusters Score -1246265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1246273.750000 Penalty: 4568.626465
	Iteration 36Q: 3 clusters Score -1246274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1246282.250000 Penalty: 4568.626465
	Iteration 37Q: 3 clusters Score -1246282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1246291.500000 Penalty: 4568.626465
	Iteration 38Q: 3 clusters Score -1246292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1246297.375000 Penalty: 4568.626465
	Iteration 39Q: 3 clusters Score -1246297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1246301.875000 Penalty: 4568.626465
	Iteration 40F: 3 clusters Score -1246302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1246308.250000 Penalty: 4568.626465
	Iteration 41Q: 3 clusters Score -1246308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1246309.250000 Penalty: 4568.626465
	Iteration 42Q: 3 clusters Score -1246309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1246317.250000 Penalty: 4568.626465
	Iteration 43Q: 3 clusters Score -1246317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1246320.500000 Penalty: 4568.626465
	Iteration 44Q: 3 clusters Score -1246320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1246323.875000 Penalty: 4568.626465
	Iteration 45Q: 3 clusters Score -1246324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1246323.000000 Penalty: 4568.626465
	Iteration 46Q: 3 clusters Score -1246323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1246324.750000 Penalty: 4568.626465
	Iteration 47Q: 3 clusters Score -1246325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1246325.875000 Penalty: 4568.626465
	Iteration 48Q: 3 clusters Score -1246326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1246323.875000 Penalty: 4568.626465
	Iteration 49Q: 3 clusters Score -1246324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1246324.250000 Penalty: 4568.626465
	Iteration 50Q: 3 clusters Score -1246324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1246324.125000 Penalty: 4568.626465
	Iteration 51Q: 3 clusters Score -1246324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1246326.375000 Penalty: 4568.626465
	Iteration 52Q: 3 clusters Score -1246326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1246331.500000 Penalty: 4568.626465
	Iteration 53Q: 3 clusters Score -1246332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1246330.250000 Penalty: 4568.626465
	Iteration 54Q: 3 clusters Score -1246330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1246329.500000 Penalty: 4568.626465
	Iteration 55Q: 3 clusters Score -1246330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1246329.000000 Penalty: 4568.626465
	Iteration 56Q: 3 clusters Score -1246329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1246328.375000 Penalty: 4568.626465
	Iteration 57Q: 3 clusters Score -1246328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1246332.125000 Penalty: 4568.626465
	Iteration 58Q: 3 clusters Score -1246332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1246332.250000 Penalty: 4568.626465
	Iteration 59Q: 3 clusters Score -1246332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1246332.250000 Penalty: 4568.626465
	Iteration 60F: 3 clusters Score -1246332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -555630.812500 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -555630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -551458.812500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -551458.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -552518.500000 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -552518.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -552891.000000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -552891 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -553182.187500 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -553182.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -553407.562500 Penalty: 4167.617676
	Iteration 4F: 3 clusters Score -553407.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -553592.375000 Penalty: 4167.617676
	Iteration 5F: 3 clusters Score -553592.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -553741.875000 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -553741.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -553853.937500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -553853.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -553943.125000 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -553943.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -554012.687500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -554012.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -554080.375000 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -554080.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -554144.812500 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -554144.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -554197.000000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -554197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -554244.312500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -554244.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -554268.250000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -554268.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -554288.562500 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -554288.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -554307.250000 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -554307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -554323.312500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -554323.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -554334.062500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -554334.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -554347.000000 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -554347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -554360.750000 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -554360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -554371.312500 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -554371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -554377.812500 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -554377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -554381.062500 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -554381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -554384.000000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -554384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -554386.937500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -554386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -554389.625000 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -554389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -554392.500000 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -554392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -554395.000000 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -554395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -554396.125000 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -554396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -554397.000000 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -554397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -554397.000000 Penalty: 4167.617676
	Iteration 31F: 3 clusters Score -554397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -192535.515625 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -192535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -190194.531250 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -190194.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190612.359375 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -190612.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190726.406250 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -190726.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190786.515625 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -190786.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190820.718750 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -190820.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190833.765625 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -190833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190844.703125 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -190844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190850.078125 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -190850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190854.984375 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -190855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190858.234375 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -190858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190858.937500 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -190858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190861.140625 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -190861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190863.203125 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -190863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -190867.265625 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -190867.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190873.109375 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -190873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -190874.812500 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -190874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190878.187500 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -190878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190880.843750 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -190880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190884.875000 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -190884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190885.234375 Penalty: 3653.756836
	Iteration 19Q: 3 clusters Score -190885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190885.234375 Penalty: 3653.756836
	Iteration 20F: 3 clusters Score -190885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -260906.468750 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -260906.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258130.109375 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -258130.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -258727.843750 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -258727.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -258893.281250 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -258893.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -258988.203125 Penalty: 3832.638916
	Iteration 3Q: 3 clusters Score -258988.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -259071.562500 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -259071.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -259160.171875 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -259160.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259219.250000 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -259219.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -259272.859375 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -259272.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -259316.531250 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -259316.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -259350.703125 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -259350.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -259379.968750 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -259380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -259402.265625 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -259402.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259410.343750 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -259410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259415.015625 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -259415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -259424.187500 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -259424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -259429.203125 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -259429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -259434.437500 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -259434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -259440.109375 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -259440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -259445.171875 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -259445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -259447.671875 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -259447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -259449.671875 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -259449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -259450.375000 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -259450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -259451.109375 Penalty: 3832.638916
	Iteration 22Q: 3 clusters Score -259451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -259452.546875 Penalty: 3832.638916
	Iteration 23Q: 3 clusters Score -259452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -259452.546875 Penalty: 3832.638916
	Iteration 24F: 3 clusters Score -259452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Entering Unmasked Estep 
Score: -2316819.500000 Penalty: 2438.985596
	Iteration 0F: 2 clusters Score -2316820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2303603.500000 Penalty: 4877.971191
	Iteration 0F: 3 clusters Score -2303604 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2308167.750000 Penalty: 4877.971191
	Iteration 1F: 3 clusters Score -2308168 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2308677.000000 Penalty: 4877.971191
	Iteration 2F: 3 clusters Score -2308677 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2309121.750000 Penalty: 4877.971191
	Iteration 3F: 3 clusters Score -2309122 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2309515.000000 Penalty: 4877.971191
	Iteration 4Q: 3 clusters Score -2309515 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2309964.000000 Penalty: 4877.971191
	Iteration 5Q: 3 clusters Score -2309964 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2310499.250000 Penalty: 4877.971191
	Iteration 6Q: 3 clusters Score -2310499 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2311169.750000 Penalty: 4877.971191
	Iteration 7F: 3 clusters Score -2311170 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2312010.000000 Penalty: 4877.971191
	Iteration 8F: 3 clusters Score -2312010 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2312926.500000 Penalty: 4877.971191
	Iteration 9F: 3 clusters Score -2312926 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2313832.000000 Penalty: 4877.971191
	Iteration 10Q: 3 clusters Score -2313832 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2314498.250000 Penalty: 4877.971191
	Iteration 11Q: 3 clusters Score -2314498 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2315016.250000 Penalty: 4877.971191
	Iteration 12Q: 3 clusters Score -2315016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2315321.500000 Penalty: 4877.971191
	Iteration 13Q: 3 clusters Score -2315322 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2315548.500000 Penalty: 4877.971191
	Iteration 14Q: 3 clusters Score -2315548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2315683.500000 Penalty: 4877.971191
	Iteration 15Q: 3 clusters Score -2315684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2315755.000000 Penalty: 4877.971191
	Iteration 16Q: 3 clusters Score -2315755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2315809.500000 Penalty: 4877.971191
	Iteration 17Q: 3 clusters Score -2315810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2315840.250000 Penalty: 4877.971191
	Iteration 18Q: 3 clusters Score -2315840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2315853.750000 Penalty: 4877.971191
	Iteration 19Q: 3 clusters Score -2315854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2315865.500000 Penalty: 4877.971191
	Iteration 20F: 3 clusters Score -2315866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2315871.250000 Penalty: 4877.971191
	Iteration 21Q: 3 clusters Score -2315871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2315873.000000 Penalty: 4877.971191
	Iteration 22Q: 3 clusters Score -2315873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2315875.500000 Penalty: 4877.971191
	Iteration 23Q: 3 clusters Score -2315876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2315881.000000 Penalty: 4877.971191
	Iteration 24Q: 3 clusters Score -2315881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2315886.750000 Penalty: 4877.971191
	Iteration 25Q: 3 clusters Score -2315887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2315893.000000 Penalty: 4877.971191
	Iteration 26Q: 3 clusters Score -2315893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2315894.250000 Penalty: 4877.971191
	Iteration 27Q: 3 clusters Score -2315894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2315894.250000 Penalty: 4877.971191
	Iteration 28Q: 3 clusters Score -2315894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2315894.250000 Penalty: 4877.971191
	Iteration 29F: 3 clusters Score -2315894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Entering Unmasked Estep 
Score: -5058931.500000 Penalty: 2622.448486
	Iteration 0F: 2 clusters Score -5058932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5032424.500000 Penalty: 5244.896973
	Iteration 0F: 3 clusters Score -5032424 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5042035.500000 Penalty: 5244.896973
	Iteration 1F: 3 clusters Score -5042036 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5042653.500000 Penalty: 5244.896973
	Iteration 2Q: 3 clusters Score -5042654 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5043291.000000 Penalty: 5244.896973
	Iteration 3Q: 3 clusters Score -5043291 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5043968.000000 Penalty: 5244.896973
	Iteration 4Q: 3 clusters Score -5043968 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5044790.000000 Penalty: 5244.896973
	Iteration 5Q: 3 clusters Score -5044790 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5045875.500000 Penalty: 5244.896973
	Iteration 6F: 3 clusters Score -5045876 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5047256.000000 Penalty: 5244.896973
	Iteration 7F: 3 clusters Score -5047256 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5048781.000000 Penalty: 5244.896973
	Iteration 8F: 3 clusters Score -5048781 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5050426.500000 Penalty: 5244.896973
	Iteration 9F: 3 clusters Score -5050426 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5052081.500000 Penalty: 5244.896973
	Iteration 10F: 3 clusters Score -5052082 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5053609.500000 Penalty: 5244.896973
	Iteration 11Q: 3 clusters Score -5053610 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -5054599.000000 Penalty: 5244.896973
	Iteration 12Q: 3 clusters Score -5054599 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5055100.000000 Penalty: 5244.896973
	Iteration 13Q: 3 clusters Score -5055100 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5055429.000000 Penalty: 5244.896973
	Iteration 14Q: 3 clusters Score -5055429 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5055661.000000 Penalty: 5244.896973
	Iteration 15Q: 3 clusters Score -5055661 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5055850.500000 Penalty: 5244.896973
	Iteration 16Q: 3 clusters Score -5055850 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -5056020.000000 Penalty: 5244.896973
	Iteration 17Q: 3 clusters Score -5056020 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -5056204.000000 Penalty: 5244.896973
	Iteration 18Q: 3 clusters Score -5056204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -5056345.500000 Penalty: 5244.896973
	Iteration 19Q: 3 clusters Score -5056346 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5056499.000000 Penalty: 5244.896973
	Iteration 20F: 3 clusters Score -5056499 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5056646.500000 Penalty: 5244.896973
	Iteration 21Q: 3 clusters Score -5056646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5056783.500000 Penalty: 5244.896973
	Iteration 22Q: 3 clusters Score -5056784 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5056917.000000 Penalty: 5244.896973
	Iteration 23Q: 3 clusters Score -5056917 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5056992.500000 Penalty: 5244.896973
	Iteration 24Q: 3 clusters Score -5056992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5057049.500000 Penalty: 5244.896973
	Iteration 25Q: 3 clusters Score -5057050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5057127.000000 Penalty: 5244.896973
	Iteration 26Q: 3 clusters Score -5057127 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -5057189.500000 Penalty: 5244.896973
	Iteration 27Q: 3 clusters Score -5057190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5057231.500000 Penalty: 5244.896973
	Iteration 28Q: 3 clusters Score -5057232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -5057265.000000 Penalty: 5244.896973
	Iteration 29Q: 3 clusters Score -5057265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5057302.500000 Penalty: 5244.896973
	Iteration 30Q: 3 clusters Score -5057302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5057324.000000 Penalty: 5244.896973
	Iteration 31Q: 3 clusters Score -5057324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5057354.000000 Penalty: 5244.896973
	Iteration 32Q: 3 clusters Score -5057354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -5057365.500000 Penalty: 5244.896973
	Iteration 33Q: 3 clusters Score -5057366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5057370.000000 Penalty: 5244.896973
	Iteration 34Q: 3 clusters Score -5057370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -5057385.000000 Penalty: 5244.896973
	Iteration 35Q: 3 clusters Score -5057385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5057391.500000 Penalty: 5244.896973
	Iteration 36Q: 3 clusters Score -5057392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5057393.500000 Penalty: 5244.896973
	Iteration 37Q: 3 clusters Score -5057394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5057410.000000 Penalty: 5244.896973
	Iteration 38Q: 3 clusters Score -5057410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5057404.000000 Penalty: 5244.896973
	Iteration 39Q: 3 clusters Score -5057404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5057413.000000 Penalty: 5244.896973
	Iteration 40F: 3 clusters Score -5057413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5057404.000000 Penalty: 5244.896973
	Iteration 41Q: 3 clusters Score -5057404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5057415.000000 Penalty: 5244.896973
	Iteration 42Q: 3 clusters Score -5057415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5057421.000000 Penalty: 5244.896973
	Iteration 43Q: 3 clusters Score -5057421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5057427.500000 Penalty: 5244.896973
	Iteration 44Q: 3 clusters Score -5057428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5057420.000000 Penalty: 5244.896973
	Iteration 45Q: 3 clusters Score -5057420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5057418.500000 Penalty: 5244.896973
	Iteration 46Q: 3 clusters Score -5057418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5057417.000000 Penalty: 5244.896973
	Iteration 47Q: 3 clusters Score -5057417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5057424.500000 Penalty: 5244.896973
	Iteration 48Q: 3 clusters Score -5057424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -5057415.500000 Penalty: 5244.896973
	Iteration 49Q: 3 clusters Score -5057416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5057421.500000 Penalty: 5244.896973
	Iteration 50Q: 3 clusters Score -5057422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5057424.000000 Penalty: 5244.896973
	Iteration 51Q: 3 clusters Score -5057424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5057423.000000 Penalty: 5244.896973
	Iteration 52Q: 3 clusters Score -5057423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5057425.000000 Penalty: 5244.896973
	Iteration 53Q: 3 clusters Score -5057425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5057424.000000 Penalty: 5244.896973
	Iteration 54Q: 3 clusters Score -5057424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -5057424.000000 Penalty: 5244.896973
	Iteration 55Q: 3 clusters Score -5057424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5057422.500000 Penalty: 5244.896973
	Iteration 56Q: 3 clusters Score -5057422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5057417.000000 Penalty: 5244.896973
	Iteration 57Q: 3 clusters Score -5057417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5057419.500000 Penalty: 5244.896973
	Iteration 58Q: 3 clusters Score -5057420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -5057418.000000 Penalty: 5244.896973
	Iteration 59Q: 3 clusters Score -5057418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5057417.000000 Penalty: 5244.896973
	Iteration 60F: 3 clusters Score -5057417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5057423.000000 Penalty: 5244.896973
	Iteration 61Q: 3 clusters Score -5057423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5057430.500000 Penalty: 5244.896973
	Iteration 62Q: 3 clusters Score -5057430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -5057427.000000 Penalty: 5244.896973
	Iteration 63Q: 3 clusters Score -5057427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -5057427.000000 Penalty: 5244.896973
	Iteration 64F: 3 clusters Score -5057427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Entering Unmasked Estep 
Score: -1921880.500000 Penalty: 2391.616455
	Iteration 0F: 2 clusters Score -1921880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1910742.000000 Penalty: 4783.232910
	Iteration 0F: 3 clusters Score -1910742 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1914362.875000 Penalty: 4783.232910
	Iteration 1F: 3 clusters Score -1914363 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1914880.750000 Penalty: 4783.232910
	Iteration 2F: 3 clusters Score -1914881 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1915494.250000 Penalty: 4783.232910
	Iteration 3F: 3 clusters Score -1915494 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1916280.500000 Penalty: 4783.232910
	Iteration 4F: 3 clusters Score -1916280 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1917217.750000 Penalty: 4783.232910
	Iteration 5F: 3 clusters Score -1917218 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1918078.625000 Penalty: 4783.232910
	Iteration 6F: 3 clusters Score -1918079 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1918654.625000 Penalty: 4783.232910
	Iteration 7F: 3 clusters Score -1918655 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1919013.500000 Penalty: 4783.232910
	Iteration 8Q: 3 clusters Score -1919014 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1919267.875000 Penalty: 4783.232910
	Iteration 9Q: 3 clusters Score -1919268 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1919428.625000 Penalty: 4783.232910
	Iteration 10Q: 3 clusters Score -1919429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1919582.125000 Penalty: 4783.232910
	Iteration 11Q: 3 clusters Score -1919582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1919725.250000 Penalty: 4783.232910
	Iteration 12Q: 3 clusters Score -1919725 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1919870.000000 Penalty: 4783.232910
	Iteration 13Q: 3 clusters Score -1919870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1919998.875000 Penalty: 4783.232910
	Iteration 14Q: 3 clusters Score -1919999 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1920120.875000 Penalty: 4783.232910
	Iteration 15Q: 3 clusters Score -1920121 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1920237.750000 Penalty: 4783.232910
	Iteration 16Q: 3 clusters Score -1920238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1920316.000000 Penalty: 4783.232910
	Iteration 17Q: 3 clusters Score -1920316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1920368.750000 Penalty: 4783.232910
	Iteration 18Q: 3 clusters Score -1920369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1920417.875000 Penalty: 4783.232910
	Iteration 19Q: 3 clusters Score -1920418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1920441.750000 Penalty: 4783.232910
	Iteration 20F: 3 clusters Score -1920442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1920470.375000 Penalty: 4783.232910
	Iteration 21Q: 3 clusters Score -1920470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1920478.750000 Penalty: 4783.232910
	Iteration 22Q: 3 clusters Score -1920479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1920483.875000 Penalty: 4783.232910
	Iteration 23Q: 3 clusters Score -1920484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1920484.625000 Penalty: 4783.232910
	Iteration 24Q: 3 clusters Score -1920485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1920486.750000 Penalty: 4783.232910
	Iteration 25Q: 3 clusters Score -1920487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1920489.625000 Penalty: 4783.232910
	Iteration 26Q: 3 clusters Score -1920490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1920495.750000 Penalty: 4783.232910
	Iteration 27Q: 3 clusters Score -1920496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1920498.125000 Penalty: 4783.232910
	Iteration 28Q: 3 clusters Score -1920498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1920501.875000 Penalty: 4783.232910
	Iteration 29Q: 3 clusters Score -1920502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1920504.000000 Penalty: 4783.232910
	Iteration 30Q: 3 clusters Score -1920504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1920505.125000 Penalty: 4783.232910
	Iteration 31Q: 3 clusters Score -1920505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1920504.000000 Penalty: 4783.232910
	Iteration 32Q: 3 clusters Score -1920504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1920505.250000 Penalty: 4783.232910
	Iteration 33Q: 3 clusters Score -1920505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1920508.500000 Penalty: 4783.232910
	Iteration 34Q: 3 clusters Score -1920508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1920508.000000 Penalty: 4783.232910
	Iteration 35Q: 3 clusters Score -1920508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1920506.125000 Penalty: 4783.232910
	Iteration 36Q: 3 clusters Score -1920506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1920507.125000 Penalty: 4783.232910
	Iteration 37Q: 3 clusters Score -1920507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1920507.750000 Penalty: 4783.232910
	Iteration 38Q: 3 clusters Score -1920508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1920507.625000 Penalty: 4783.232910
	Iteration 39Q: 3 clusters Score -1920508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1920507.625000 Penalty: 4783.232910
	Iteration 40F: 3 clusters Score -1920508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -412495.062500 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -412495.1 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 1874 members 
Entering Unmasked Estep 
Score: -408728.437500 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -408728.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -409651.250000 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -409651.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -409905.062500 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -409905.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -410059.843750 Penalty: 4081.705078
	Iteration 3F: 3 clusters Score -410059.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -410158.531250 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -410158.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -410229.093750 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -410229.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -410298.968750 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -410299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -410358.625000 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -410358.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -410399.250000 Penalty: 4081.705078
	Iteration 8Q: 3 clusters Score -410399.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -410429.968750 Penalty: 4081.705078
	Iteration 9Q: 3 clusters Score -410430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -410453.312500 Penalty: 4081.705078
	Iteration 10Q: 3 clusters Score -410453.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -410475.500000 Penalty: 4081.705078
	Iteration 11Q: 3 clusters Score -410475.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410503.156250 Penalty: 4081.705078
	Iteration 12Q: 3 clusters Score -410503.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -410524.250000 Penalty: 4081.705078
	Iteration 13Q: 3 clusters Score -410524.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -410543.250000 Penalty: 4081.705078
	Iteration 14Q: 3 clusters Score -410543.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -410570.968750 Penalty: 4081.705078
	Iteration 15Q: 3 clusters Score -410571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -410591.000000 Penalty: 4081.705078
	Iteration 16Q: 3 clusters Score -410591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -410611.218750 Penalty: 4081.705078
	Iteration 17Q: 3 clusters Score -410611.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -410625.468750 Penalty: 4081.705078
	Iteration 18Q: 3 clusters Score -410625.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -410640.718750 Penalty: 4081.705078
	Iteration 19Q: 3 clusters Score -410640.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -410650.437500 Penalty: 4081.705078
	Iteration 20F: 3 clusters Score -410650.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -410657.718750 Penalty: 4081.705078
	Iteration 21Q: 3 clusters Score -410657.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -410665.625000 Penalty: 4081.705078
	Iteration 22Q: 3 clusters Score -410665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -410670.343750 Penalty: 4081.705078
	Iteration 23Q: 3 clusters Score -410670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -410673.531250 Penalty: 4081.705078
	Iteration 24Q: 3 clusters Score -410673.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -410681.062500 Penalty: 4081.705078
	Iteration 25Q: 3 clusters Score -410681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -410686.406250 Penalty: 4081.705078
	Iteration 26Q: 3 clusters Score -410686.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -410692.000000 Penalty: 4081.705078
	Iteration 27Q: 3 clusters Score -410692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -410698.531250 Penalty: 4081.705078
	Iteration 28Q: 3 clusters Score -410698.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -410706.531250 Penalty: 4081.705078
	Iteration 29Q: 3 clusters Score -410706.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -410713.187500 Penalty: 4081.705078
	Iteration 30Q: 3 clusters Score -410713.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -410724.718750 Penalty: 4081.705078
	Iteration 31Q: 3 clusters Score -410724.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -410737.531250 Penalty: 4081.705078
	Iteration 32Q: 3 clusters Score -410737.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -410758.812500 Penalty: 4081.705078
	Iteration 33Q: 3 clusters Score -410758.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -410778.250000 Penalty: 4081.705078
	Iteration 34Q: 3 clusters Score -410778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -410794.937500 Penalty: 4081.705078
	Iteration 35Q: 3 clusters Score -410794.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -410819.468750 Penalty: 4081.705078
	Iteration 36Q: 3 clusters Score -410819.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410838.062500 Penalty: 4081.705078
	Iteration 37Q: 3 clusters Score -410838.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -410854.250000 Penalty: 4081.705078
	Iteration 38Q: 3 clusters Score -410854.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -410877.375000 Penalty: 4081.705078
	Iteration 39Q: 3 clusters Score -410877.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -410900.312500 Penalty: 4081.705078
	Iteration 40F: 3 clusters Score -410900.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -410925.781250 Penalty: 4081.705078
	Iteration 41Q: 3 clusters Score -410925.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -410963.468750 Penalty: 4081.705078
	Iteration 42Q: 3 clusters Score -410963.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -410998.750000 Penalty: 4081.705078
	Iteration 43Q: 3 clusters Score -410998.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -411031.625000 Penalty: 4081.705078
	Iteration 44Q: 3 clusters Score -411031.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -411068.687500 Penalty: 4081.705078
	Iteration 45Q: 3 clusters Score -411068.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -411102.750000 Penalty: 4081.705078
	Iteration 46Q: 3 clusters Score -411102.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -411136.687500 Penalty: 4081.705078
	Iteration 47Q: 3 clusters Score -411136.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -411160.187500 Penalty: 4081.705078
	Iteration 48Q: 3 clusters Score -411160.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -411178.937500 Penalty: 4081.705078
	Iteration 49Q: 3 clusters Score -411178.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -411191.187500 Penalty: 4081.705078
	Iteration 50Q: 3 clusters Score -411191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -411197.812500 Penalty: 4081.705078
	Iteration 51Q: 3 clusters Score -411197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -411200.781250 Penalty: 4081.705078
	Iteration 52Q: 3 clusters Score -411200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -411204.406250 Penalty: 4081.705078
	Iteration 53Q: 3 clusters Score -411204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -411207.187500 Penalty: 4081.705078
	Iteration 54Q: 3 clusters Score -411207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -411208.781250 Penalty: 4081.705078
	Iteration 55Q: 3 clusters Score -411208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -411209.437500 Penalty: 4081.705078
	Iteration 56Q: 3 clusters Score -411209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -411209.437500 Penalty: 4081.705078
	Iteration 57F: 3 clusters Score -411209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Entering Unmasked Estep 
Score: -791138.000000 Penalty: 2201.901855
	Iteration 0F: 2 clusters Score -791138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -785361.625000 Penalty: 4403.803711
	Iteration 0F: 3 clusters Score -785361.6 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -787133.375000 Penalty: 4403.803711
	Iteration 1F: 3 clusters Score -787133.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -787604.812500 Penalty: 4403.803711
	Iteration 2F: 3 clusters Score -787604.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -787983.312500 Penalty: 4403.803711
	Iteration 3F: 3 clusters Score -787983.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -788345.937500 Penalty: 4403.803711
	Iteration 4F: 3 clusters Score -788345.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -788647.937500 Penalty: 4403.803711
	Iteration 5F: 3 clusters Score -788647.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -788894.250000 Penalty: 4403.803711
	Iteration 6Q: 3 clusters Score -788894.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -789098.125000 Penalty: 4403.803711
	Iteration 7Q: 3 clusters Score -789098.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -789226.687500 Penalty: 4403.803711
	Iteration 8Q: 3 clusters Score -789226.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -789325.125000 Penalty: 4403.803711
	Iteration 9Q: 3 clusters Score -789325.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -789407.875000 Penalty: 4403.803711
	Iteration 10Q: 3 clusters Score -789407.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -789483.562500 Penalty: 4403.803711
	Iteration 11Q: 3 clusters Score -789483.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -789539.187500 Penalty: 4403.803711
	Iteration 12Q: 3 clusters Score -789539.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -789587.812500 Penalty: 4403.803711
	Iteration 13Q: 3 clusters Score -789587.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -789641.437500 Penalty: 4403.803711
	Iteration 14Q: 3 clusters Score -789641.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -789683.312500 Penalty: 4403.803711
	Iteration 15Q: 3 clusters Score -789683.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -789710.437500 Penalty: 4403.803711
	Iteration 16Q: 3 clusters Score -789710.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -789742.625000 Penalty: 4403.803711
	Iteration 17Q: 3 clusters Score -789742.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -789774.312500 Penalty: 4403.803711
	Iteration 18Q: 3 clusters Score -789774.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -789807.375000 Penalty: 4403.803711
	Iteration 19Q: 3 clusters Score -789807.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -789832.312500 Penalty: 4403.803711
	Iteration 20F: 3 clusters Score -789832.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -789857.625000 Penalty: 4403.803711
	Iteration 21Q: 3 clusters Score -789857.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -789880.187500 Penalty: 4403.803711
	Iteration 22Q: 3 clusters Score -789880.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -789894.125000 Penalty: 4403.803711
	Iteration 23Q: 3 clusters Score -789894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -789907.750000 Penalty: 4403.803711
	Iteration 24Q: 3 clusters Score -789907.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -789918.812500 Penalty: 4403.803711
	Iteration 25Q: 3 clusters Score -789918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -789929.250000 Penalty: 4403.803711
	Iteration 26Q: 3 clusters Score -789929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -789939.000000 Penalty: 4403.803711
	Iteration 27Q: 3 clusters Score -789939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -789949.937500 Penalty: 4403.803711
	Iteration 28Q: 3 clusters Score -789949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -789959.750000 Penalty: 4403.803711
	Iteration 29Q: 3 clusters Score -789959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -789964.625000 Penalty: 4403.803711
	Iteration 30Q: 3 clusters Score -789964.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -789974.812500 Penalty: 4403.803711
	Iteration 31Q: 3 clusters Score -789974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -789981.375000 Penalty: 4403.803711
	Iteration 32Q: 3 clusters Score -789981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -789990.375000 Penalty: 4403.803711
	Iteration 33Q: 3 clusters Score -789990.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -790000.562500 Penalty: 4403.803711
	Iteration 34Q: 3 clusters Score -790000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -790004.000000 Penalty: 4403.803711
	Iteration 35Q: 3 clusters Score -790004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -790008.687500 Penalty: 4403.803711
	Iteration 36Q: 3 clusters Score -790008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -790010.062500 Penalty: 4403.803711
	Iteration 37Q: 3 clusters Score -790010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -790013.750000 Penalty: 4403.803711
	Iteration 38Q: 3 clusters Score -790013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -790013.937500 Penalty: 4403.803711
	Iteration 39Q: 3 clusters Score -790013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -790016.250000 Penalty: 4403.803711
	Iteration 40F: 3 clusters Score -790016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -790017.250000 Penalty: 4403.803711
	Iteration 41Q: 3 clusters Score -790017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -790017.187500 Penalty: 4403.803711
	Iteration 42Q: 3 clusters Score -790017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -790018.437500 Penalty: 4403.803711
	Iteration 43Q: 3 clusters Score -790018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -790019.125000 Penalty: 4403.803711
	Iteration 44Q: 3 clusters Score -790019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -790021.000000 Penalty: 4403.803711
	Iteration 45Q: 3 clusters Score -790021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -790021.000000 Penalty: 4403.803711
	Iteration 46F: 3 clusters Score -790021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -90497.890625 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90497.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88789.960938 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -88789.96 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89592.718750 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89592.72 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90124.562500 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -90124.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90663.031250 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90663.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90911.421875 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -90911.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -90955.984375 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90955.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90981.773438 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -90981.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -90988.007812 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -90988.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -91001.835938 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91001.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91013.804688 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -91035.929688 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91035.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -91052.835938 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91052.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -91063.117188 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91063.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91072.765625 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91072.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91080.203125 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91080.203125 Penalty: 3330.228516
	Iteration 15F: 3 clusters Score -91080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 24626 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 18669 members 
Mstep: Class 10 contains 39120 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 354380 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 69008 members 
Mstep: Class 22 contains 48961 members 
Mstep: Class 23 contains 3658 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14421 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24880 members 
Mstep: Class 37 contains 186 members 
Entering Unmasked Estep 
Score: -104963288.000000 Penalty: 125167.218750
Splitting cluster 14 changes total score from -104964648.000000 to -104963288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -990442.500000 Penalty: 2232.364502
	Iteration 0F: 2 clusters Score -990442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -983987.375000 Penalty: 4464.729004
	Iteration 0F: 3 clusters Score -983987.4 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -985847.187500 Penalty: 4464.729004
	Iteration 1F: 3 clusters Score -985847.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -986090.062500 Penalty: 4464.729004
	Iteration 2F: 3 clusters Score -986090.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -986248.562500 Penalty: 4464.729004
	Iteration 3Q: 3 clusters Score -986248.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -986357.937500 Penalty: 4464.729004
	Iteration 4Q: 3 clusters Score -986357.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -986443.875000 Penalty: 4464.729004
	Iteration 5Q: 3 clusters Score -986443.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -986514.125000 Penalty: 4464.729004
	Iteration 6Q: 3 clusters Score -986514.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -986572.750000 Penalty: 4464.729004
	Iteration 7Q: 3 clusters Score -986572.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -986627.187500 Penalty: 4464.729004
	Iteration 8Q: 3 clusters Score -986627.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -986687.187500 Penalty: 4464.729004
	Iteration 9Q: 3 clusters Score -986687.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -986753.437500 Penalty: 4464.729004
	Iteration 10Q: 3 clusters Score -986753.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -986827.687500 Penalty: 4464.729004
	Iteration 11Q: 3 clusters Score -986827.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -986900.750000 Penalty: 4464.729004
	Iteration 12Q: 3 clusters Score -986900.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -986971.812500 Penalty: 4464.729004
	Iteration 13Q: 3 clusters Score -986971.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -987044.312500 Penalty: 4464.729004
	Iteration 14Q: 3 clusters Score -987044.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -987121.187500 Penalty: 4464.729004
	Iteration 15Q: 3 clusters Score -987121.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -987204.500000 Penalty: 4464.729004
	Iteration 16Q: 3 clusters Score -987204.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -987280.562500 Penalty: 4464.729004
	Iteration 17Q: 3 clusters Score -987280.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -987366.375000 Penalty: 4464.729004
	Iteration 18Q: 3 clusters Score -987366.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -987449.375000 Penalty: 4464.729004
	Iteration 19Q: 3 clusters Score -987449.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -987541.625000 Penalty: 4464.729004
	Iteration 20F: 3 clusters Score -987541.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -987626.500000 Penalty: 4464.729004
	Iteration 21Q: 3 clusters Score -987626.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -987705.500000 Penalty: 4464.729004
	Iteration 22Q: 3 clusters Score -987705.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -987785.125000 Penalty: 4464.729004
	Iteration 23Q: 3 clusters Score -987785.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -987855.250000 Penalty: 4464.729004
	Iteration 24Q: 3 clusters Score -987855.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -987919.125000 Penalty: 4464.729004
	Iteration 25Q: 3 clusters Score -987919.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -987986.125000 Penalty: 4464.729004
	Iteration 26Q: 3 clusters Score -987986.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -988044.875000 Penalty: 4464.729004
	Iteration 27Q: 3 clusters Score -988044.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -988093.500000 Penalty: 4464.729004
	Iteration 28Q: 3 clusters Score -988093.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -988142.125000 Penalty: 4464.729004
	Iteration 29Q: 3 clusters Score -988142.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -988179.687500 Penalty: 4464.729004
	Iteration 30Q: 3 clusters Score -988179.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -988212.437500 Penalty: 4464.729004
	Iteration 31Q: 3 clusters Score -988212.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -988237.437500 Penalty: 4464.729004
	Iteration 32Q: 3 clusters Score -988237.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -988252.750000 Penalty: 4464.729004
	Iteration 33Q: 3 clusters Score -988252.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -988267.625000 Penalty: 4464.729004
	Iteration 34Q: 3 clusters Score -988267.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -988285.250000 Penalty: 4464.729004
	Iteration 35Q: 3 clusters Score -988285.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -988300.187500 Penalty: 4464.729004
	Iteration 36Q: 3 clusters Score -988300.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -988310.375000 Penalty: 4464.729004
	Iteration 37Q: 3 clusters Score -988310.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -988324.375000 Penalty: 4464.729004
	Iteration 38Q: 3 clusters Score -988324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -988333.312500 Penalty: 4464.729004
	Iteration 39Q: 3 clusters Score -988333.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -988341.625000 Penalty: 4464.729004
	Iteration 40F: 3 clusters Score -988341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -988349.125000 Penalty: 4464.729004
	Iteration 41Q: 3 clusters Score -988349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -988352.625000 Penalty: 4464.729004
	Iteration 42Q: 3 clusters Score -988352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -988357.687500 Penalty: 4464.729004
	Iteration 43Q: 3 clusters Score -988357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -988365.500000 Penalty: 4464.729004
	Iteration 44Q: 3 clusters Score -988365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -988369.125000 Penalty: 4464.729004
	Iteration 45Q: 3 clusters Score -988369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -988371.062500 Penalty: 4464.729004
	Iteration 46Q: 3 clusters Score -988371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -988377.000000 Penalty: 4464.729004
	Iteration 47Q: 3 clusters Score -988377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -988384.625000 Penalty: 4464.729004
	Iteration 48Q: 3 clusters Score -988384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -988391.875000 Penalty: 4464.729004
	Iteration 49Q: 3 clusters Score -988391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -988400.125000 Penalty: 4464.729004
	Iteration 50Q: 3 clusters Score -988400.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -988406.937500 Penalty: 4464.729004
	Iteration 51Q: 3 clusters Score -988406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -988412.312500 Penalty: 4464.729004
	Iteration 52Q: 3 clusters Score -988412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -988419.125000 Penalty: 4464.729004
	Iteration 53Q: 3 clusters Score -988419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -988422.187500 Penalty: 4464.729004
	Iteration 54Q: 3 clusters Score -988422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -988424.250000 Penalty: 4464.729004
	Iteration 55Q: 3 clusters Score -988424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -988429.437500 Penalty: 4464.729004
	Iteration 56Q: 3 clusters Score -988429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -988434.750000 Penalty: 4464.729004
	Iteration 57Q: 3 clusters Score -988434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -988440.625000 Penalty: 4464.729004
	Iteration 58Q: 3 clusters Score -988440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -988443.437500 Penalty: 4464.729004
	Iteration 59Q: 3 clusters Score -988443.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -988452.000000 Penalty: 4464.729004
	Iteration 60F: 3 clusters Score -988452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -988456.875000 Penalty: 4464.729004
	Iteration 61Q: 3 clusters Score -988456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -988461.125000 Penalty: 4464.729004
	Iteration 62Q: 3 clusters Score -988461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -988470.000000 Penalty: 4464.729004
	Iteration 63Q: 3 clusters Score -988470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -988477.875000 Penalty: 4464.729004
	Iteration 64Q: 3 clusters Score -988477.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -988487.687500 Penalty: 4464.729004
	Iteration 65Q: 3 clusters Score -988487.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -988490.312500 Penalty: 4464.729004
	Iteration 66Q: 3 clusters Score -988490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -988490.312500 Penalty: 4464.729004
	Iteration 67F: 3 clusters Score -988490.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (354380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354380 members 
Entering Unmasked Estep 
Score: -45914376.000000 Penalty: 3168.974854
	Iteration 0F: 2 clusters Score -4.591438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176823 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -45705024.000000 Penalty: 6337.949707
	Iteration 0F: 3 clusters Score -4.570502e+07 nChanged 171888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 183159 members 
Entering Unmasked Estep 
Score: -45805552.000000 Penalty: 6337.949707
	Iteration 1F: 3 clusters Score -4.580555e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 187163 members 
Entering Unmasked Estep 
Score: -45806800.000000 Penalty: 6337.949707
	Iteration 2Q: 3 clusters Score -4.58068e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 193255 members 
Entering Unmasked Estep 
Score: -45808760.000000 Penalty: 6337.949707
	Iteration 3Q: 3 clusters Score -4.580876e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 202499 members 
Entering Unmasked Estep 
Score: -45811484.000000 Penalty: 6337.949707
	Iteration 4Q: 3 clusters Score -4.581148e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 216023 members 
Entering Unmasked Estep 
Score: -45816080.000000 Penalty: 6337.949707
	Iteration 5Q: 3 clusters Score -4.581608e+07 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 233404 members 
Entering Unmasked Estep 
Score: -45822428.000000 Penalty: 6337.949707
	Iteration 6F: 3 clusters Score -4.582243e+07 nChanged 22540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 253036 members 
Entering Unmasked Estep 
Score: -45833244.000000 Penalty: 6337.949707
	Iteration 7F: 3 clusters Score -4.583324e+07 nChanged 21896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82656 members 
Mstep: Class 2 contains 271724 members 
Entering Unmasked Estep 
Score: -45845296.000000 Penalty: 6337.949707
	Iteration 8F: 3 clusters Score -4.58453e+07 nChanged 19261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 286753 members 
Entering Unmasked Estep 
Score: -45857456.000000 Penalty: 6337.949707
	Iteration 9F: 3 clusters Score -4.585746e+07 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 296418 members 
Entering Unmasked Estep 
Score: -45866476.000000 Penalty: 6337.949707
	Iteration 10Q: 3 clusters Score -4.586648e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 300980 members 
Entering Unmasked Estep 
Score: -45872784.000000 Penalty: 6337.949707
	Iteration 11Q: 3 clusters Score -4.587278e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 302393 members 
Entering Unmasked Estep 
Score: -45876320.000000 Penalty: 6337.949707
	Iteration 12Q: 3 clusters Score -4.587632e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 302381 members 
Entering Unmasked Estep 
Score: -45878004.000000 Penalty: 6337.949707
	Iteration 13Q: 3 clusters Score -4.5878e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 302110 members 
Entering Unmasked Estep 
Score: -45878340.000000 Penalty: 6337.949707
	Iteration 14Q: 3 clusters Score -4.587834e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 301920 members 
Entering Unmasked Estep 
Score: -45878444.000000 Penalty: 6337.949707
	Iteration 15Q: 3 clusters Score -4.587844e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 301769 members 
Entering Unmasked Estep 
Score: -45878376.000000 Penalty: 6337.949707
	Iteration 16Q: 3 clusters Score -4.587838e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 301610 members 
Entering Unmasked Estep 
Score: -45878260.000000 Penalty: 6337.949707
	Iteration 17Q: 3 clusters Score -4.587826e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 301411 members 
Entering Unmasked Estep 
Score: -45878152.000000 Penalty: 6337.949707
	Iteration 18Q: 3 clusters Score -4.587815e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 301136 members 
Entering Unmasked Estep 
Score: -45878028.000000 Penalty: 6337.949707
	Iteration 19Q: 3 clusters Score -4.587803e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 300835 members 
Entering Unmasked Estep 
Score: -45877924.000000 Penalty: 6337.949707
	Iteration 20F: 3 clusters Score -4.587792e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 300480 members 
Entering Unmasked Estep 
Score: -45877644.000000 Penalty: 6337.949707
	Iteration 21Q: 3 clusters Score -4.587764e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 300050 members 
Entering Unmasked Estep 
Score: -45877576.000000 Penalty: 6337.949707
	Iteration 22Q: 3 clusters Score -4.587758e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 299521 members 
Entering Unmasked Estep 
Score: -45877568.000000 Penalty: 6337.949707
	Iteration 23Q: 3 clusters Score -4.587757e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 298971 members 
Entering Unmasked Estep 
Score: -45877456.000000 Penalty: 6337.949707
	Iteration 24Q: 3 clusters Score -4.587746e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 298395 members 
Entering Unmasked Estep 
Score: -45877240.000000 Penalty: 6337.949707
	Iteration 25Q: 3 clusters Score -4.587724e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 297767 members 
Entering Unmasked Estep 
Score: -45877172.000000 Penalty: 6337.949707
	Iteration 26Q: 3 clusters Score -4.587717e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 297101 members 
Entering Unmasked Estep 
Score: -45877200.000000 Penalty: 6337.949707
	Iteration 27Q: 3 clusters Score -4.58772e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 296385 members 
Entering Unmasked Estep 
Score: -45876996.000000 Penalty: 6337.949707
	Iteration 28Q: 3 clusters Score -4.5877e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 295571 members 
Entering Unmasked Estep 
Score: -45876756.000000 Penalty: 6337.949707
	Iteration 29Q: 3 clusters Score -4.587676e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 294656 members 
Entering Unmasked Estep 
Score: -45876520.000000 Penalty: 6337.949707
	Iteration 30Q: 3 clusters Score -4.587652e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 293673 members 
Entering Unmasked Estep 
Score: -45876372.000000 Penalty: 6337.949707
	Iteration 31Q: 3 clusters Score -4.587637e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 292577 members 
Entering Unmasked Estep 
Score: -45876032.000000 Penalty: 6337.949707
	Iteration 32Q: 3 clusters Score -4.587603e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 291382 members 
Entering Unmasked Estep 
Score: -45875648.000000 Penalty: 6337.949707
	Iteration 33Q: 3 clusters Score -4.587565e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 290022 members 
Entering Unmasked Estep 
Score: -45875304.000000 Penalty: 6337.949707
	Iteration 34Q: 3 clusters Score -4.58753e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 288511 members 
Entering Unmasked Estep 
Score: -45875064.000000 Penalty: 6337.949707
	Iteration 35Q: 3 clusters Score -4.587506e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 286778 members 
Entering Unmasked Estep 
Score: -45874748.000000 Penalty: 6337.949707
	Iteration 36Q: 3 clusters Score -4.587475e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 284928 members 
Entering Unmasked Estep 
Score: -45874440.000000 Penalty: 6337.949707
	Iteration 37Q: 3 clusters Score -4.587444e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 282923 members 
Entering Unmasked Estep 
Score: -45874108.000000 Penalty: 6337.949707
	Iteration 38Q: 3 clusters Score -4.587411e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 280772 members 
Entering Unmasked Estep 
Score: -45873784.000000 Penalty: 6337.949707
	Iteration 39Q: 3 clusters Score -4.587378e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 278467 members 
Entering Unmasked Estep 
Score: -45873608.000000 Penalty: 6337.949707
	Iteration 40F: 3 clusters Score -4.587361e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 276000 members 
Entering Unmasked Estep 
Score: -45873144.000000 Penalty: 6337.949707
	Iteration 41Q: 3 clusters Score -4.587314e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 273389 members 
Entering Unmasked Estep 
Score: -45872768.000000 Penalty: 6337.949707
	Iteration 42Q: 3 clusters Score -4.587277e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 270513 members 
Entering Unmasked Estep 
Score: -45872444.000000 Penalty: 6337.949707
	Iteration 43Q: 3 clusters Score -4.587244e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 267386 members 
Entering Unmasked Estep 
Score: -45871916.000000 Penalty: 6337.949707
	Iteration 44Q: 3 clusters Score -4.587192e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 264013 members 
Entering Unmasked Estep 
Score: -45871608.000000 Penalty: 6337.949707
	Iteration 45Q: 3 clusters Score -4.587161e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 260307 members 
Entering Unmasked Estep 
Score: -45871112.000000 Penalty: 6337.949707
	Iteration 46Q: 3 clusters Score -4.587111e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 256244 members 
Entering Unmasked Estep 
Score: -45870856.000000 Penalty: 6337.949707
	Iteration 47Q: 3 clusters Score -4.587086e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 251901 members 
Entering Unmasked Estep 
Score: -45870976.000000 Penalty: 6337.949707
	Iteration 48Q: 3 clusters Score -4.587098e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 247208 members 
Entering Unmasked Estep 
Score: -45871000.000000 Penalty: 6337.949707
	Iteration 49Q: 3 clusters Score -4.5871e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 242225 members 
Entering Unmasked Estep 
Score: -45870648.000000 Penalty: 6337.949707
	Iteration 50Q: 3 clusters Score -4.587065e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 237102 members 
Entering Unmasked Estep 
Score: -45870424.000000 Penalty: 6337.949707
	Iteration 51Q: 3 clusters Score -4.587042e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 231905 members 
Entering Unmasked Estep 
Score: -45870600.000000 Penalty: 6337.949707
	Iteration 52Q: 3 clusters Score -4.58706e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 226558 members 
Entering Unmasked Estep 
Score: -45871404.000000 Penalty: 6337.949707
	Iteration 53Q: 3 clusters Score -4.58714e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132938 members 
Mstep: Class 2 contains 221442 members 
Entering Unmasked Estep 
Score: -45872060.000000 Penalty: 6337.949707
	Iteration 54Q: 3 clusters Score -4.587206e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Mstep: Class 2 contains 216712 members 
Entering Unmasked Estep 
Score: -45872620.000000 Penalty: 6337.949707
	Iteration 55Q: 3 clusters Score -4.587262e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142183 members 
Mstep: Class 2 contains 212197 members 
Entering Unmasked Estep 
Score: -45873148.000000 Penalty: 6337.949707
	Iteration 56Q: 3 clusters Score -4.587315e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146336 members 
Mstep: Class 2 contains 208044 members 
Entering Unmasked Estep 
Score: -45873384.000000 Penalty: 6337.949707
	Iteration 57Q: 3 clusters Score -4.587338e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 204345 members 
Entering Unmasked Estep 
Score: -45873888.000000 Penalty: 6337.949707
	Iteration 58Q: 3 clusters Score -4.587389e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 201060 members 
Entering Unmasked Estep 
Score: -45874432.000000 Penalty: 6337.949707
	Iteration 59Q: 3 clusters Score -4.587443e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 198034 members 
Entering Unmasked Estep 
Score: -45874720.000000 Penalty: 6337.949707
	Iteration 60F: 3 clusters Score -4.587472e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 195293 members 
Entering Unmasked Estep 
Score: -45874788.000000 Penalty: 6337.949707
	Iteration 61Q: 3 clusters Score -4.587479e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -45875092.000000 Penalty: 6337.949707
	Iteration 62Q: 3 clusters Score -4.587509e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 190396 members 
Entering Unmasked Estep 
Score: -45875272.000000 Penalty: 6337.949707
	Iteration 63Q: 3 clusters Score -4.587527e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 188162 members 
Entering Unmasked Estep 
Score: -45875260.000000 Penalty: 6337.949707
	Iteration 64Q: 3 clusters Score -4.587526e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 186047 members 
Entering Unmasked Estep 
Score: -45875308.000000 Penalty: 6337.949707
	Iteration 65Q: 3 clusters Score -4.587531e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 183859 members 
Entering Unmasked Estep 
Score: -45875428.000000 Penalty: 6337.949707
	Iteration 66Q: 3 clusters Score -4.587543e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 181572 members 
Entering Unmasked Estep 
Score: -45875504.000000 Penalty: 6337.949707
	Iteration 67Q: 3 clusters Score -4.58755e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -45875720.000000 Penalty: 6337.949707
	Iteration 68Q: 3 clusters Score -4.587572e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -45875668.000000 Penalty: 6337.949707
	Iteration 69Q: 3 clusters Score -4.587567e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -45875936.000000 Penalty: 6337.949707
	Iteration 70Q: 3 clusters Score -4.587594e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183717 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -45876088.000000 Penalty: 6337.949707
	Iteration 71Q: 3 clusters Score -4.587609e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186985 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -45876176.000000 Penalty: 6337.949707
	Iteration 72Q: 3 clusters Score -4.587618e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190597 members 
Mstep: Class 2 contains 163783 members 
Entering Unmasked Estep 
Score: -45876224.000000 Penalty: 6337.949707
	Iteration 73Q: 3 clusters Score -4.587622e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -45876104.000000 Penalty: 6337.949707
	Iteration 74Q: 3 clusters Score -4.58761e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200635 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -45876392.000000 Penalty: 6337.949707
	Iteration 75Q: 3 clusters Score -4.587639e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207563 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -45876508.000000 Penalty: 6337.949707
	Iteration 76Q: 3 clusters Score -4.587651e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216330 members 
Mstep: Class 2 contains 138050 members 
Entering Unmasked Estep 
Score: -45876668.000000 Penalty: 6337.949707
	Iteration 77Q: 3 clusters Score -4.587667e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227656 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -45877040.000000 Penalty: 6337.949707
	Iteration 78Q: 3 clusters Score -4.587704e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242158 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -45878668.000000 Penalty: 6337.949707
	Iteration 79Q: 3 clusters Score -4.587867e+07 nChanged 17282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259438 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -45881700.000000 Penalty: 6337.949707
	Iteration 80F: 3 clusters Score -4.58817e+07 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278818 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -45886128.000000 Penalty: 6337.949707
	Iteration 81F: 3 clusters Score -4.588613e+07 nChanged 20549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299365 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -45891664.000000 Penalty: 6337.949707
	Iteration 82F: 3 clusters Score -4.589166e+07 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319565 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -45899508.000000 Penalty: 6337.949707
	Iteration 83F: 3 clusters Score -4.589951e+07 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336493 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -45907060.000000 Penalty: 6337.949707
	Iteration 84Q: 3 clusters Score -4.590706e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346889 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -45910848.000000 Penalty: 6337.949707
	Iteration 85Q: 3 clusters Score -4.591085e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351464 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -45911820.000000 Penalty: 6337.949707
	Iteration 86Q: 3 clusters Score -4.591182e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353147 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -45911700.000000 Penalty: 6337.949707
	Iteration 87Q: 3 clusters Score -4.59117e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353702 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -45911804.000000 Penalty: 6337.949707
	Iteration 88Q: 3 clusters Score -4.59118e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353891 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45911824.000000 Penalty: 6337.949707
	Iteration 89Q: 3 clusters Score -4.591182e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353978 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -45911864.000000 Penalty: 6337.949707
	Iteration 90Q: 3 clusters Score -4.591186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354012 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -45911944.000000 Penalty: 6337.949707
	Iteration 91Q: 3 clusters Score -4.591194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354036 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45911984.000000 Penalty: 6337.949707
	Iteration 92Q: 3 clusters Score -4.591198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354048 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45911976.000000 Penalty: 6337.949707
	Iteration 93Q: 3 clusters Score -4.591198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354056 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45911968.000000 Penalty: 6337.949707
	Iteration 94Q: 3 clusters Score -4.591197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354059 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45911968.000000 Penalty: 6337.949707
	Iteration 95Q: 3 clusters Score -4.591197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354062 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45911988.000000 Penalty: 6337.949707
	Iteration 96Q: 3 clusters Score -4.591199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354065 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45911972.000000 Penalty: 6337.949707
	Iteration 97Q: 3 clusters Score -4.591197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354068 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45911964.000000 Penalty: 6337.949707
	Iteration 98Q: 3 clusters Score -4.591196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354068 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45911984.000000 Penalty: 6337.949707
	Iteration 99Q: 3 clusters Score -4.591198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354070 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45911980.000000 Penalty: 6337.949707
	Iteration 100F: 3 clusters Score -4.591198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354071 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45911980.000000 Penalty: 6337.949707
	Iteration 101Q: 3 clusters Score -4.591198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354072 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45911984.000000 Penalty: 6337.949707
	Iteration 102Q: 3 clusters Score -4.591198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354072 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45911984.000000 Penalty: 6337.949707
	Iteration 103F: 3 clusters Score -4.591198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Entering Unmasked Estep 
Score: -5598710.500000 Penalty: 2651.111328
	Iteration 0F: 2 clusters Score -5598710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -5569079.000000 Penalty: 5302.222656
	Iteration 0F: 3 clusters Score -5569079 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5580005.500000 Penalty: 5302.222656
	Iteration 1F: 3 clusters Score -5580006 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5580523.500000 Penalty: 5302.222656
	Iteration 2Q: 3 clusters Score -5580524 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -5580983.000000 Penalty: 5302.222656
	Iteration 3Q: 3 clusters Score -5580983 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5581512.000000 Penalty: 5302.222656
	Iteration 4Q: 3 clusters Score -5581512 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5582219.500000 Penalty: 5302.222656
	Iteration 5Q: 3 clusters Score -5582220 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5583302.500000 Penalty: 5302.222656
	Iteration 6Q: 3 clusters Score -5583302 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -5584999.000000 Penalty: 5302.222656
	Iteration 7F: 3 clusters Score -5584999 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -5587623.000000 Penalty: 5302.222656
	Iteration 8F: 3 clusters Score -5587623 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5590938.000000 Penalty: 5302.222656
	Iteration 9F: 3 clusters Score -5590938 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5593790.000000 Penalty: 5302.222656
	Iteration 10F: 3 clusters Score -5593790 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5595337.500000 Penalty: 5302.222656
	Iteration 11Q: 3 clusters Score -5595338 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5595957.000000 Penalty: 5302.222656
	Iteration 12Q: 3 clusters Score -5595957 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5596181.500000 Penalty: 5302.222656
	Iteration 13Q: 3 clusters Score -5596182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5596266.500000 Penalty: 5302.222656
	Iteration 14Q: 3 clusters Score -5596266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5596304.000000 Penalty: 5302.222656
	Iteration 15Q: 3 clusters Score -5596304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5596324.000000 Penalty: 5302.222656
	Iteration 16Q: 3 clusters Score -5596324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5596335.000000 Penalty: 5302.222656
	Iteration 17Q: 3 clusters Score -5596335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5596347.000000 Penalty: 5302.222656
	Iteration 18Q: 3 clusters Score -5596347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5596350.000000 Penalty: 5302.222656
	Iteration 19Q: 3 clusters Score -5596350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5596355.000000 Penalty: 5302.222656
	Iteration 20F: 3 clusters Score -5596355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5596355.000000 Penalty: 5302.222656
	Iteration 21Q: 3 clusters Score -5596355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5596356.500000 Penalty: 5302.222656
	Iteration 22Q: 3 clusters Score -5596356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5596356.500000 Penalty: 5302.222656
	Iteration 23F: 3 clusters Score -5596356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -83697.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -83697.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81939.164062 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -81939.16 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82271.617188 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -82271.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82486.382812 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -82486.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82617.468750 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -82617.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82770.953125 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -82770.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82908.234375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -82908.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82945.312500 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -82945.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82995.304688 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -82995.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83060.984375 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -83060.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83142.351562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -83142.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83250.414062 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -83250.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83303.671875 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -83303.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83375.109375 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -83375.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83448.273438 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -83448.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83573.968750 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -83573.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83741.820312 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -83741.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83819.179688 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -83819.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83857.335938 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -83857.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83867.109375 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -83867.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83882.125000 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -83882.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83885.328125 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -83885.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 24626 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 18669 members 
Mstep: Class 10 contains 39120 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 354380 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 69008 members 
Mstep: Class 22 contains 48961 members 
Mstep: Class 23 contains 3658 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14421 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24880 members 
Mstep: Class 37 contains 365 members 
Entering Unmasked Estep 
Score: -104962936.000000 Penalty: 125167.218750
Splitting cluster 18 changes total score from -104964648.000000 to -104962936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -2463070.000000 Penalty: 2438.280518
	Iteration 0F: 2 clusters Score -2463070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2449859.500000 Penalty: 4876.561035
	Iteration 0F: 3 clusters Score -2449860 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2454271.000000 Penalty: 4876.561035
	Iteration 1F: 3 clusters Score -2454271 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2454698.500000 Penalty: 4876.561035
	Iteration 2F: 3 clusters Score -2454698 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2455062.000000 Penalty: 4876.561035
	Iteration 3Q: 3 clusters Score -2455062 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2455434.500000 Penalty: 4876.561035
	Iteration 4Q: 3 clusters Score -2455434 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2455764.500000 Penalty: 4876.561035
	Iteration 5Q: 3 clusters Score -2455764 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2456080.250000 Penalty: 4876.561035
	Iteration 6Q: 3 clusters Score -2456080 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2456443.250000 Penalty: 4876.561035
	Iteration 7Q: 3 clusters Score -2456443 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2456850.500000 Penalty: 4876.561035
	Iteration 8Q: 3 clusters Score -2456850 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2457324.250000 Penalty: 4876.561035
	Iteration 9Q: 3 clusters Score -2457324 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2457857.750000 Penalty: 4876.561035
	Iteration 10Q: 3 clusters Score -2457858 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2458414.750000 Penalty: 4876.561035
	Iteration 11Q: 3 clusters Score -2458415 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2458841.250000 Penalty: 4876.561035
	Iteration 12Q: 3 clusters Score -2458841 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2459138.250000 Penalty: 4876.561035
	Iteration 13Q: 3 clusters Score -2459138 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2459327.500000 Penalty: 4876.561035
	Iteration 14Q: 3 clusters Score -2459328 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2459447.000000 Penalty: 4876.561035
	Iteration 15Q: 3 clusters Score -2459447 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2459548.500000 Penalty: 4876.561035
	Iteration 16Q: 3 clusters Score -2459548 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2459648.250000 Penalty: 4876.561035
	Iteration 17Q: 3 clusters Score -2459648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2459715.000000 Penalty: 4876.561035
	Iteration 18Q: 3 clusters Score -2459715 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2459779.500000 Penalty: 4876.561035
	Iteration 19Q: 3 clusters Score -2459780 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2459848.250000 Penalty: 4876.561035
	Iteration 20F: 3 clusters Score -2459848 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2459908.750000 Penalty: 4876.561035
	Iteration 21Q: 3 clusters Score -2459909 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2459976.750000 Penalty: 4876.561035
	Iteration 22Q: 3 clusters Score -2459977 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2460023.250000 Penalty: 4876.561035
	Iteration 23Q: 3 clusters Score -2460023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2460078.000000 Penalty: 4876.561035
	Iteration 24Q: 3 clusters Score -2460078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2460117.000000 Penalty: 4876.561035
	Iteration 25Q: 3 clusters Score -2460117 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2460160.750000 Penalty: 4876.561035
	Iteration 26Q: 3 clusters Score -2460161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2460193.500000 Penalty: 4876.561035
	Iteration 27Q: 3 clusters Score -2460194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2460234.750000 Penalty: 4876.561035
	Iteration 28Q: 3 clusters Score -2460235 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2460267.000000 Penalty: 4876.561035
	Iteration 29Q: 3 clusters Score -2460267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2460286.250000 Penalty: 4876.561035
	Iteration 30Q: 3 clusters Score -2460286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2460307.250000 Penalty: 4876.561035
	Iteration 31Q: 3 clusters Score -2460307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2460342.500000 Penalty: 4876.561035
	Iteration 32Q: 3 clusters Score -2460342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2460367.250000 Penalty: 4876.561035
	Iteration 33Q: 3 clusters Score -2460367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2460400.250000 Penalty: 4876.561035
	Iteration 34Q: 3 clusters Score -2460400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2460430.500000 Penalty: 4876.561035
	Iteration 35Q: 3 clusters Score -2460430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2460474.000000 Penalty: 4876.561035
	Iteration 36Q: 3 clusters Score -2460474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2460491.000000 Penalty: 4876.561035
	Iteration 37Q: 3 clusters Score -2460491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2460525.500000 Penalty: 4876.561035
	Iteration 38Q: 3 clusters Score -2460526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2460561.500000 Penalty: 4876.561035
	Iteration 39Q: 3 clusters Score -2460562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2460581.750000 Penalty: 4876.561035
	Iteration 40F: 3 clusters Score -2460582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2460617.750000 Penalty: 4876.561035
	Iteration 41Q: 3 clusters Score -2460618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2460652.750000 Penalty: 4876.561035
	Iteration 42Q: 3 clusters Score -2460653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2460682.500000 Penalty: 4876.561035
	Iteration 43Q: 3 clusters Score -2460682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2460717.250000 Penalty: 4876.561035
	Iteration 44Q: 3 clusters Score -2460717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2460728.750000 Penalty: 4876.561035
	Iteration 45Q: 3 clusters Score -2460729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2460749.500000 Penalty: 4876.561035
	Iteration 46Q: 3 clusters Score -2460750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2460775.750000 Penalty: 4876.561035
	Iteration 47Q: 3 clusters Score -2460776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2460792.500000 Penalty: 4876.561035
	Iteration 48Q: 3 clusters Score -2460792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2460808.500000 Penalty: 4876.561035
	Iteration 49Q: 3 clusters Score -2460808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2460827.000000 Penalty: 4876.561035
	Iteration 50Q: 3 clusters Score -2460827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2460838.500000 Penalty: 4876.561035
	Iteration 51Q: 3 clusters Score -2460838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2460846.750000 Penalty: 4876.561035
	Iteration 52Q: 3 clusters Score -2460847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2460856.750000 Penalty: 4876.561035
	Iteration 53Q: 3 clusters Score -2460857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2460867.500000 Penalty: 4876.561035
	Iteration 54Q: 3 clusters Score -2460868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2460872.500000 Penalty: 4876.561035
	Iteration 55Q: 3 clusters Score -2460872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2460871.500000 Penalty: 4876.561035
	Iteration 56Q: 3 clusters Score -2460872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2460878.750000 Penalty: 4876.561035
	Iteration 57Q: 3 clusters Score -2460879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2460883.000000 Penalty: 4876.561035
	Iteration 58Q: 3 clusters Score -2460883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2460890.250000 Penalty: 4876.561035
	Iteration 59Q: 3 clusters Score -2460890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2460894.500000 Penalty: 4876.561035
	Iteration 60F: 3 clusters Score -2460894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2460897.500000 Penalty: 4876.561035
	Iteration 61Q: 3 clusters Score -2460898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2460909.000000 Penalty: 4876.561035
	Iteration 62Q: 3 clusters Score -2460909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2460921.250000 Penalty: 4876.561035
	Iteration 63Q: 3 clusters Score -2460921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2460932.000000 Penalty: 4876.561035
	Iteration 64Q: 3 clusters Score -2460932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2460935.500000 Penalty: 4876.561035
	Iteration 65Q: 3 clusters Score -2460936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2460945.750000 Penalty: 4876.561035
	Iteration 66Q: 3 clusters Score -2460946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2460955.750000 Penalty: 4876.561035
	Iteration 67Q: 3 clusters Score -2460956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2460957.250000 Penalty: 4876.561035
	Iteration 68Q: 3 clusters Score -2460957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2460962.750000 Penalty: 4876.561035
	Iteration 69Q: 3 clusters Score -2460963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2460964.250000 Penalty: 4876.561035
	Iteration 70Q: 3 clusters Score -2460964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2460969.000000 Penalty: 4876.561035
	Iteration 71Q: 3 clusters Score -2460969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2460976.500000 Penalty: 4876.561035
	Iteration 72Q: 3 clusters Score -2460976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2460989.750000 Penalty: 4876.561035
	Iteration 73Q: 3 clusters Score -2460990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2461004.750000 Penalty: 4876.561035
	Iteration 74Q: 3 clusters Score -2461005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2461024.000000 Penalty: 4876.561035
	Iteration 75Q: 3 clusters Score -2461024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2461037.750000 Penalty: 4876.561035
	Iteration 76Q: 3 clusters Score -2461038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2461045.250000 Penalty: 4876.561035
	Iteration 77Q: 3 clusters Score -2461045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2461060.250000 Penalty: 4876.561035
	Iteration 78Q: 3 clusters Score -2461060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2461068.250000 Penalty: 4876.561035
	Iteration 79Q: 3 clusters Score -2461068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2461084.250000 Penalty: 4876.561035
	Iteration 80F: 3 clusters Score -2461084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2461094.000000 Penalty: 4876.561035
	Iteration 81Q: 3 clusters Score -2461094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2461099.500000 Penalty: 4876.561035
	Iteration 82Q: 3 clusters Score -2461100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2461109.250000 Penalty: 4876.561035
	Iteration 83Q: 3 clusters Score -2461109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2461114.500000 Penalty: 4876.561035
	Iteration 84Q: 3 clusters Score -2461114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2461127.750000 Penalty: 4876.561035
	Iteration 85Q: 3 clusters Score -2461128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2461135.500000 Penalty: 4876.561035
	Iteration 86Q: 3 clusters Score -2461136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2461138.250000 Penalty: 4876.561035
	Iteration 87Q: 3 clusters Score -2461138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2461136.000000 Penalty: 4876.561035
	Iteration 88Q: 3 clusters Score -2461136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2461136.000000 Penalty: 4876.561035
	Iteration 89F: 3 clusters Score -2461136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Entering Unmasked Estep 
Score: -1821247.125000 Penalty: 2370.882812
	Iteration 0F: 2 clusters Score -1821247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1810884.875000 Penalty: 4741.765625
	Iteration 0F: 3 clusters Score -1810885 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1814310.125000 Penalty: 4741.765625
	Iteration 1F: 3 clusters Score -1814310 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1814788.375000 Penalty: 4741.765625
	Iteration 2F: 3 clusters Score -1814788 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1815225.000000 Penalty: 4741.765625
	Iteration 3F: 3 clusters Score -1815225 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1815583.000000 Penalty: 4741.765625
	Iteration 4Q: 3 clusters Score -1815583 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1815894.750000 Penalty: 4741.765625
	Iteration 5Q: 3 clusters Score -1815895 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1816161.500000 Penalty: 4741.765625
	Iteration 6Q: 3 clusters Score -1816162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1816413.125000 Penalty: 4741.765625
	Iteration 7Q: 3 clusters Score -1816413 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1816645.125000 Penalty: 4741.765625
	Iteration 8Q: 3 clusters Score -1816645 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1816901.875000 Penalty: 4741.765625
	Iteration 9Q: 3 clusters Score -1816902 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1817192.625000 Penalty: 4741.765625
	Iteration 10Q: 3 clusters Score -1817193 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1817486.125000 Penalty: 4741.765625
	Iteration 11Q: 3 clusters Score -1817486 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1817786.875000 Penalty: 4741.765625
	Iteration 12Q: 3 clusters Score -1817787 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1818095.875000 Penalty: 4741.765625
	Iteration 13Q: 3 clusters Score -1818096 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1818349.250000 Penalty: 4741.765625
	Iteration 14Q: 3 clusters Score -1818349 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1818574.250000 Penalty: 4741.765625
	Iteration 15Q: 3 clusters Score -1818574 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1818738.250000 Penalty: 4741.765625
	Iteration 16Q: 3 clusters Score -1818738 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1818864.250000 Penalty: 4741.765625
	Iteration 17Q: 3 clusters Score -1818864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1818979.125000 Penalty: 4741.765625
	Iteration 18Q: 3 clusters Score -1818979 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1819056.375000 Penalty: 4741.765625
	Iteration 19Q: 3 clusters Score -1819056 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1819131.875000 Penalty: 4741.765625
	Iteration 20F: 3 clusters Score -1819132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1819186.000000 Penalty: 4741.765625
	Iteration 21Q: 3 clusters Score -1819186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1819238.875000 Penalty: 4741.765625
	Iteration 22Q: 3 clusters Score -1819239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1819277.125000 Penalty: 4741.765625
	Iteration 23Q: 3 clusters Score -1819277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1819318.250000 Penalty: 4741.765625
	Iteration 24Q: 3 clusters Score -1819318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1819353.750000 Penalty: 4741.765625
	Iteration 25Q: 3 clusters Score -1819354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1819375.750000 Penalty: 4741.765625
	Iteration 26Q: 3 clusters Score -1819376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1819403.000000 Penalty: 4741.765625
	Iteration 27Q: 3 clusters Score -1819403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1819435.250000 Penalty: 4741.765625
	Iteration 28Q: 3 clusters Score -1819435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1819456.250000 Penalty: 4741.765625
	Iteration 29Q: 3 clusters Score -1819456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1819483.250000 Penalty: 4741.765625
	Iteration 30Q: 3 clusters Score -1819483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1819501.875000 Penalty: 4741.765625
	Iteration 31Q: 3 clusters Score -1819502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1819514.500000 Penalty: 4741.765625
	Iteration 32Q: 3 clusters Score -1819514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1819525.625000 Penalty: 4741.765625
	Iteration 33Q: 3 clusters Score -1819526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1819535.125000 Penalty: 4741.765625
	Iteration 34Q: 3 clusters Score -1819535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1819541.875000 Penalty: 4741.765625
	Iteration 35Q: 3 clusters Score -1819542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1819547.250000 Penalty: 4741.765625
	Iteration 36Q: 3 clusters Score -1819547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1819551.000000 Penalty: 4741.765625
	Iteration 37Q: 3 clusters Score -1819551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1819551.750000 Penalty: 4741.765625
	Iteration 38Q: 3 clusters Score -1819552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1819552.000000 Penalty: 4741.765625
	Iteration 39Q: 3 clusters Score -1819552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1819551.875000 Penalty: 4741.765625
	Iteration 40F: 3 clusters Score -1819552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1819556.750000 Penalty: 4741.765625
	Iteration 41Q: 3 clusters Score -1819557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1819556.250000 Penalty: 4741.765625
	Iteration 42Q: 3 clusters Score -1819556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1819564.375000 Penalty: 4741.765625
	Iteration 43Q: 3 clusters Score -1819564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1819566.250000 Penalty: 4741.765625
	Iteration 44Q: 3 clusters Score -1819566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1819568.375000 Penalty: 4741.765625
	Iteration 45Q: 3 clusters Score -1819568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1819574.000000 Penalty: 4741.765625
	Iteration 46Q: 3 clusters Score -1819574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1819573.375000 Penalty: 4741.765625
	Iteration 47Q: 3 clusters Score -1819573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1819574.375000 Penalty: 4741.765625
	Iteration 48Q: 3 clusters Score -1819574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1819574.875000 Penalty: 4741.765625
	Iteration 49Q: 3 clusters Score -1819575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1819574.750000 Penalty: 4741.765625
	Iteration 50Q: 3 clusters Score -1819575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1819573.375000 Penalty: 4741.765625
	Iteration 51Q: 3 clusters Score -1819573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1819574.375000 Penalty: 4741.765625
	Iteration 52Q: 3 clusters Score -1819574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1819577.000000 Penalty: 4741.765625
	Iteration 53Q: 3 clusters Score -1819577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1819575.000000 Penalty: 4741.765625
	Iteration 54Q: 3 clusters Score -1819575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1819573.250000 Penalty: 4741.765625
	Iteration 55Q: 3 clusters Score -1819573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1819573.750000 Penalty: 4741.765625
	Iteration 56Q: 3 clusters Score -1819574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1819573.750000 Penalty: 4741.765625
	Iteration 57F: 3 clusters Score -1819574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Entering Unmasked Estep 
Score: -9017332.000000 Penalty: 2763.210449
	Iteration 0F: 2 clusters Score -9017332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8971067.000000 Penalty: 5526.420898
	Iteration 0F: 3 clusters Score -8971067 nChanged 32159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8989474.000000 Penalty: 5526.420898
	Iteration 1F: 3 clusters Score -8989474 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -8990567.000000 Penalty: 5526.420898
	Iteration 2Q: 3 clusters Score -8990567 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -8992031.000000 Penalty: 5526.420898
	Iteration 3Q: 3 clusters Score -8992031 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -8994001.000000 Penalty: 5526.420898
	Iteration 4F: 3 clusters Score -8994001 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -8996698.000000 Penalty: 5526.420898
	Iteration 5F: 3 clusters Score -8996698 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8999977.000000 Penalty: 5526.420898
	Iteration 6F: 3 clusters Score -8999977 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -9003777.000000 Penalty: 5526.420898
	Iteration 7F: 3 clusters Score -9003777 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9007583.000000 Penalty: 5526.420898
	Iteration 8F: 3 clusters Score -9007583 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -9010975.000000 Penalty: 5526.420898
	Iteration 9F: 3 clusters Score -9010975 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -9013598.000000 Penalty: 5526.420898
	Iteration 10Q: 3 clusters Score -9013598 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -9015122.000000 Penalty: 5526.420898
	Iteration 11Q: 3 clusters Score -9015122 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -9015987.000000 Penalty: 5526.420898
	Iteration 12Q: 3 clusters Score -9015987 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -9016374.000000 Penalty: 5526.420898
	Iteration 13Q: 3 clusters Score -9016374 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -9016636.000000 Penalty: 5526.420898
	Iteration 14Q: 3 clusters Score -9016636 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9016813.000000 Penalty: 5526.420898
	Iteration 15Q: 3 clusters Score -9016813 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -9016902.000000 Penalty: 5526.420898
	Iteration 16Q: 3 clusters Score -9016902 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -9016972.000000 Penalty: 5526.420898
	Iteration 17Q: 3 clusters Score -9016972 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -9017004.000000 Penalty: 5526.420898
	Iteration 18Q: 3 clusters Score -9017004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9017003.000000 Penalty: 5526.420898
	Iteration 19Q: 3 clusters Score -9017003 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -9017035.000000 Penalty: 5526.420898
	Iteration 20F: 3 clusters Score -9017035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -9017048.000000 Penalty: 5526.420898
	Iteration 21Q: 3 clusters Score -9017048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9017057.000000 Penalty: 5526.420898
	Iteration 22Q: 3 clusters Score -9017057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -9017083.000000 Penalty: 5526.420898
	Iteration 23Q: 3 clusters Score -9017083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9017063.000000 Penalty: 5526.420898
	Iteration 24Q: 3 clusters Score -9017063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9017088.000000 Penalty: 5526.420898
	Iteration 25Q: 3 clusters Score -9017088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9017087.000000 Penalty: 5526.420898
	Iteration 26Q: 3 clusters Score -9017087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -9017082.000000 Penalty: 5526.420898
	Iteration 27Q: 3 clusters Score -9017082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -9017084.000000 Penalty: 5526.420898
	Iteration 28Q: 3 clusters Score -9017084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -9017079.000000 Penalty: 5526.420898
	Iteration 29Q: 3 clusters Score -9017079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -9017092.000000 Penalty: 5526.420898
	Iteration 30Q: 3 clusters Score -9017092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9017086.000000 Penalty: 5526.420898
	Iteration 31Q: 3 clusters Score -9017086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9017082.000000 Penalty: 5526.420898
	Iteration 32Q: 3 clusters Score -9017082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -9017088.000000 Penalty: 5526.420898
	Iteration 33Q: 3 clusters Score -9017088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -9017085.000000 Penalty: 5526.420898
	Iteration 34Q: 3 clusters Score -9017085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -9017087.000000 Penalty: 5526.420898
	Iteration 35Q: 3 clusters Score -9017087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -9017092.000000 Penalty: 5526.420898
	Iteration 36Q: 3 clusters Score -9017092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -9017087.000000 Penalty: 5526.420898
	Iteration 37Q: 3 clusters Score -9017087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -9017089.000000 Penalty: 5526.420898
	Iteration 38Q: 3 clusters Score -9017089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -9017088.000000 Penalty: 5526.420898
	Iteration 39Q: 3 clusters Score -9017088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -9017092.000000 Penalty: 5526.420898
	Iteration 40F: 3 clusters Score -9017092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9017093.000000 Penalty: 5526.420898
	Iteration 41Q: 3 clusters Score -9017093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9017093.000000 Penalty: 5526.420898
	Iteration 42F: 3 clusters Score -9017093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Entering Unmasked Estep 
Score: -5930937.500000 Penalty: 2678.097412
	Iteration 0F: 2 clusters Score -5930938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5897789.000000 Penalty: 5356.194824
	Iteration 0F: 3 clusters Score -5897789 nChanged 22737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5910602.500000 Penalty: 5356.194824
	Iteration 1F: 3 clusters Score -5910602 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5911180.000000 Penalty: 5356.194824
	Iteration 2Q: 3 clusters Score -5911180 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5911806.500000 Penalty: 5356.194824
	Iteration 3Q: 3 clusters Score -5911806 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5912486.500000 Penalty: 5356.194824
	Iteration 4Q: 3 clusters Score -5912486 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5913412.000000 Penalty: 5356.194824
	Iteration 5Q: 3 clusters Score -5913412 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5914563.500000 Penalty: 5356.194824
	Iteration 6Q: 3 clusters Score -5914564 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5916335.000000 Penalty: 5356.194824
	Iteration 7F: 3 clusters Score -5916335 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5918509.500000 Penalty: 5356.194824
	Iteration 8F: 3 clusters Score -5918510 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5921011.500000 Penalty: 5356.194824
	Iteration 9F: 3 clusters Score -5921012 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -5923460.500000 Penalty: 5356.194824
	Iteration 10F: 3 clusters Score -5923460 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5925374.000000 Penalty: 5356.194824
	Iteration 11Q: 3 clusters Score -5925374 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5926665.000000 Penalty: 5356.194824
	Iteration 12Q: 3 clusters Score -5926665 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5927500.500000 Penalty: 5356.194824
	Iteration 13Q: 3 clusters Score -5927500 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5928015.500000 Penalty: 5356.194824
	Iteration 14Q: 3 clusters Score -5928016 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5928330.500000 Penalty: 5356.194824
	Iteration 15Q: 3 clusters Score -5928330 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5928484.000000 Penalty: 5356.194824
	Iteration 16Q: 3 clusters Score -5928484 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5928597.500000 Penalty: 5356.194824
	Iteration 17Q: 3 clusters Score -5928598 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5928714.500000 Penalty: 5356.194824
	Iteration 18Q: 3 clusters Score -5928714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5928793.500000 Penalty: 5356.194824
	Iteration 19Q: 3 clusters Score -5928794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5928825.500000 Penalty: 5356.194824
	Iteration 20F: 3 clusters Score -5928826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5928866.000000 Penalty: 5356.194824
	Iteration 21Q: 3 clusters Score -5928866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5928911.500000 Penalty: 5356.194824
	Iteration 22Q: 3 clusters Score -5928912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5928954.500000 Penalty: 5356.194824
	Iteration 23Q: 3 clusters Score -5928954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5928982.000000 Penalty: 5356.194824
	Iteration 24Q: 3 clusters Score -5928982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5929001.500000 Penalty: 5356.194824
	Iteration 25Q: 3 clusters Score -5929002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5929019.500000 Penalty: 5356.194824
	Iteration 26Q: 3 clusters Score -5929020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5929026.000000 Penalty: 5356.194824
	Iteration 27Q: 3 clusters Score -5929026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5929041.500000 Penalty: 5356.194824
	Iteration 28Q: 3 clusters Score -5929042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5929052.000000 Penalty: 5356.194824
	Iteration 29Q: 3 clusters Score -5929052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5929051.500000 Penalty: 5356.194824
	Iteration 30Q: 3 clusters Score -5929052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5929061.500000 Penalty: 5356.194824
	Iteration 31Q: 3 clusters Score -5929062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5929068.500000 Penalty: 5356.194824
	Iteration 32Q: 3 clusters Score -5929068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5929067.500000 Penalty: 5356.194824
	Iteration 33Q: 3 clusters Score -5929068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5929070.500000 Penalty: 5356.194824
	Iteration 34Q: 3 clusters Score -5929070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5929071.000000 Penalty: 5356.194824
	Iteration 35Q: 3 clusters Score -5929071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5929074.500000 Penalty: 5356.194824
	Iteration 36Q: 3 clusters Score -5929074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5929076.000000 Penalty: 5356.194824
	Iteration 37Q: 3 clusters Score -5929076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5929082.000000 Penalty: 5356.194824
	Iteration 38Q: 3 clusters Score -5929082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5929086.500000 Penalty: 5356.194824
	Iteration 39Q: 3 clusters Score -5929086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5929087.500000 Penalty: 5356.194824
	Iteration 40F: 3 clusters Score -5929088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5929093.000000 Penalty: 5356.194824
	Iteration 41Q: 3 clusters Score -5929093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5929092.500000 Penalty: 5356.194824
	Iteration 42Q: 3 clusters Score -5929092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5929092.000000 Penalty: 5356.194824
	Iteration 43Q: 3 clusters Score -5929092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5929093.000000 Penalty: 5356.194824
	Iteration 44Q: 3 clusters Score -5929093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5929091.500000 Penalty: 5356.194824
	Iteration 45Q: 3 clusters Score -5929092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5929095.000000 Penalty: 5356.194824
	Iteration 46Q: 3 clusters Score -5929095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5929094.500000 Penalty: 5356.194824
	Iteration 47Q: 3 clusters Score -5929094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5929096.000000 Penalty: 5356.194824
	Iteration 48Q: 3 clusters Score -5929096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5929096.000000 Penalty: 5356.194824
	Iteration 49F: 3 clusters Score -5929096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -452143.562500 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -452143.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -448524.375000 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -448524.4 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -449246.375000 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -449246.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -449412.281250 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -449412.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -449528.062500 Penalty: 4069.517334
	Iteration 3Q: 3 clusters Score -449528.1 nChanged 124
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: -449596.375000 Penalty: 4069.517334
	Iteration 4Q: 3 clusters Score -449596.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -449652.062500 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -449652.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -449705.000000 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -449705 nChanged 80
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: -449751.687500 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -449751.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -449793.468750 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -449793.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -449841.968750 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -449842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449881.250000 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -449881.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -449918.843750 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -449918.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -449961.343750 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -449961.3 nChanged 63
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: -449997.468750 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -449997.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -450040.218750 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -450040.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -450082.562500 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -450082.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -450121.218750 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -450121.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -450162.843750 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -450162.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -450202.531250 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -450202.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -450237.718750 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -450237.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -450271.156250 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -450271.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -450303.312500 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -450303.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -450338.093750 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -450338.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -450365.218750 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -450365.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -450391.562500 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -450391.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -450427.093750 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -450427.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -450464.187500 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -450464.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -450502.968750 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -450503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450525.718750 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -450525.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -450541.718750 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -450541.7 nChanged 24
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: -450558.093750 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -450558.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -450574.781250 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -450574.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -450586.843750 Penalty: 4069.517334
	Iteration 32Q: 3 clusters Score -450586.8 nChanged 18
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: -450596.468750 Penalty: 4069.517334
	Iteration 33Q: 3 clusters Score -450596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -450602.375000 Penalty: 4069.517334
	Iteration 34Q: 3 clusters Score -450602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -450607.781250 Penalty: 4069.517334
	Iteration 35Q: 3 clusters Score -450607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -450611.968750 Penalty: 4069.517334
	Iteration 36Q: 3 clusters Score -450612 nChanged 4
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: -450612.375000 Penalty: 4069.517334
	Iteration 37Q: 3 clusters Score -450612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450614.718750 Penalty: 4069.517334
	Iteration 38Q: 3 clusters Score -450614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450616.437500 Penalty: 4069.517334
	Iteration 39Q: 3 clusters Score -450616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450617.156250 Penalty: 4069.517334
	Iteration 40F: 3 clusters Score -450617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -450618.468750 Penalty: 4069.517334
	Iteration 41Q: 3 clusters Score -450618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -450619.718750 Penalty: 4069.517334
	Iteration 42Q: 3 clusters Score -450619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -450622.468750 Penalty: 4069.517334
	Iteration 43Q: 3 clusters Score -450622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -450623.656250 Penalty: 4069.517334
	Iteration 44Q: 3 clusters Score -450623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -450623.593750 Penalty: 4069.517334
	Iteration 45Q: 3 clusters Score -450623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -450624.562500 Penalty: 4069.517334
	Iteration 46Q: 3 clusters Score -450624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -450626.062500 Penalty: 4069.517334
	Iteration 47Q: 3 clusters Score -450626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -450626.218750 Penalty: 4069.517334
	Iteration 48Q: 3 clusters Score -450626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -450627.000000 Penalty: 4069.517334
	Iteration 49Q: 3 clusters Score -450627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -450627.468750 Penalty: 4069.517334
	Iteration 50Q: 3 clusters Score -450627.5 nChanged 1
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: -450627.218750 Penalty: 4069.517334
	Iteration 51Q: 3 clusters Score -450627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -450628.187500 Penalty: 4069.517334
	Iteration 52Q: 3 clusters Score -450628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -450628.437500 Penalty: 4069.517334
	Iteration 53Q: 3 clusters Score -450628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450630.718750 Penalty: 4069.517334
	Iteration 54Q: 3 clusters Score -450630.7 nChanged 2
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: -450632.437500 Penalty: 4069.517334
	Iteration 55Q: 3 clusters Score -450632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -450631.875000 Penalty: 4069.517334
	Iteration 56Q: 3 clusters Score -450631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -450631.875000 Penalty: 4069.517334
	Iteration 57F: 3 clusters Score -450631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Entering Unmasked Estep 
Score: -1009313.875000 Penalty: 2254.761719
	Iteration 0F: 2 clusters Score -1009314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1002342.625000 Penalty: 4509.523438
	Iteration 0F: 3 clusters Score -1002343 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1004442.375000 Penalty: 4509.523438
	Iteration 1F: 3 clusters Score -1004442 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1004948.687500 Penalty: 4509.523438
	Iteration 2F: 3 clusters Score -1004949 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1005425.562500 Penalty: 4509.523438
	Iteration 3F: 3 clusters Score -1005426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1005810.937500 Penalty: 4509.523438
	Iteration 4F: 3 clusters Score -1005811 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1006167.250000 Penalty: 4509.523438
	Iteration 5F: 3 clusters Score -1006167 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1006483.312500 Penalty: 4509.523438
	Iteration 6F: 3 clusters Score -1006483 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1006790.562500 Penalty: 4509.523438
	Iteration 7Q: 3 clusters Score -1006791 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1007059.625000 Penalty: 4509.523438
	Iteration 8Q: 3 clusters Score -1007060 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1007271.625000 Penalty: 4509.523438
	Iteration 9Q: 3 clusters Score -1007272 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1007417.000000 Penalty: 4509.523438
	Iteration 10Q: 3 clusters Score -1007417 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1007529.000000 Penalty: 4509.523438
	Iteration 11Q: 3 clusters Score -1007529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1007605.687500 Penalty: 4509.523438
	Iteration 12Q: 3 clusters Score -1007606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1007663.937500 Penalty: 4509.523438
	Iteration 13Q: 3 clusters Score -1007664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1007711.750000 Penalty: 4509.523438
	Iteration 14Q: 3 clusters Score -1007712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1007747.750000 Penalty: 4509.523438
	Iteration 15Q: 3 clusters Score -1007748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1007770.687500 Penalty: 4509.523438
	Iteration 16Q: 3 clusters Score -1007771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1007784.562500 Penalty: 4509.523438
	Iteration 17Q: 3 clusters Score -1007785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1007791.375000 Penalty: 4509.523438
	Iteration 18Q: 3 clusters Score -1007791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1007804.375000 Penalty: 4509.523438
	Iteration 19Q: 3 clusters Score -1007804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1007807.062500 Penalty: 4509.523438
	Iteration 20F: 3 clusters Score -1007807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1007810.375000 Penalty: 4509.523438
	Iteration 21Q: 3 clusters Score -1007810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1007812.000000 Penalty: 4509.523438
	Iteration 22Q: 3 clusters Score -1007812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1007814.000000 Penalty: 4509.523438
	Iteration 23Q: 3 clusters Score -1007814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1007816.625000 Penalty: 4509.523438
	Iteration 24Q: 3 clusters Score -1007817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1007818.187500 Penalty: 4509.523438
	Iteration 25Q: 3 clusters Score -1007818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1007820.062500 Penalty: 4509.523438
	Iteration 26Q: 3 clusters Score -1007820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1007820.875000 Penalty: 4509.523438
	Iteration 27Q: 3 clusters Score -1007821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1007823.250000 Penalty: 4509.523438
	Iteration 28Q: 3 clusters Score -1007823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1007823.000000 Penalty: 4509.523438
	Iteration 29Q: 3 clusters Score -1007823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1007823.000000 Penalty: 4509.523438
	Iteration 30F: 3 clusters Score -1007823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -386039.531250 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -386039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382669.218750 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -382669.2 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -383365.093750 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -383365.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -383522.000000 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -383522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -383607.750000 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -383607.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -383670.656250 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -383670.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -383717.250000 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -383717.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -383743.687500 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -383743.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383757.218750 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -383757.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383766.500000 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -383766.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383774.437500 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -383774.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -383779.843750 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -383779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383787.375000 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -383787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383790.437500 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -383790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -383792.625000 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -383792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -383794.031250 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -383794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383796.281250 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -383796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -383799.375000 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -383799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -383802.562500 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -383802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -383804.843750 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -383804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -383806.218750 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -383806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383808.750000 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -383808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -383809.937500 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -383809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -383810.312500 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -383810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -383809.843750 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -383809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -383809.843750 Penalty: 3991.247070
	Iteration 24F: 3 clusters Score -383809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -315776.593750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -315776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -312582.968750 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -312583 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -313276.062500 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -313276.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313519.562500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -313519.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -313706.156250 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -313706.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -313838.625000 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -313838.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -313948.406250 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -313948.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -314054.000000 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -314054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314131.968750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -314132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -314191.000000 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -314191 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -314250.468750 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -314250.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -314295.625000 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -314295.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314338.500000 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -314338.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -314381.812500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -314381.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -314418.593750 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -314418.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -314445.531250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -314445.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -314470.750000 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -314470.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -314493.218750 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -314493.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -314512.062500 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -314512.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -314523.875000 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -314523.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314533.906250 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -314533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314540.000000 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -314540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -314544.625000 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -314544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -314548.281250 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -314548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314551.093750 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -314551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -314551.562500 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -314551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -314552.312500 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -314552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314553.781250 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -314553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -314553.937500 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -314553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314555.000000 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -314555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -314555.437500 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -314555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -314556.187500 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -314556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314556.562500 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -314556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -314557.093750 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -314557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314557.906250 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -314557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314557.906250 Penalty: 3956.050537
	Iteration 34F: 3 clusters Score -314557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -139205.046875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -139205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137033.437500 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -137033.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -137665.718750 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -137665.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -137913.312500 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -137913.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -138056.421875 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -138056.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138169.546875 Penalty: 3618.011230
	Iteration 4F: 3 clusters Score -138169.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138252.062500 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -138252.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138314.312500 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -138314.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138374.593750 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -138374.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -138425.015625 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -138425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138452.015625 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -138452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138477.625000 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -138477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138489.265625 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -138489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138501.765625 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -138501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138512.671875 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -138512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138523.031250 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -138523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138534.875000 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -138534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138545.296875 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -138545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138557.406250 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -138557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138566.453125 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -138566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138574.875000 Penalty: 3618.011230
	Iteration 19Q: 3 clusters Score -138574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138587.812500 Penalty: 3618.011230
	Iteration 20F: 3 clusters Score -138587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138598.000000 Penalty: 3618.011230
	Iteration 21Q: 3 clusters Score -138598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138602.171875 Penalty: 3618.011230
	Iteration 22Q: 3 clusters Score -138602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138608.031250 Penalty: 3618.011230
	Iteration 23Q: 3 clusters Score -138608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138621.187500 Penalty: 3618.011230
	Iteration 24Q: 3 clusters Score -138621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138634.359375 Penalty: 3618.011230
	Iteration 25Q: 3 clusters Score -138634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138638.250000 Penalty: 3618.011230
	Iteration 26Q: 3 clusters Score -138638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138639.625000 Penalty: 3618.011230
	Iteration 27Q: 3 clusters Score -138639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138639.625000 Penalty: 3618.011230
	Iteration 28F: 3 clusters Score -138639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -1329128.500000 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -1329128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1320836.125000 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -1320836 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1323298.750000 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -1323299 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1323651.375000 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -1323651 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1323932.375000 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -1323932 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1324175.625000 Penalty: 4609.797363
	Iteration 4Q: 3 clusters Score -1324176 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1324430.625000 Penalty: 4609.797363
	Iteration 5Q: 3 clusters Score -1324431 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1324672.625000 Penalty: 4609.797363
	Iteration 6Q: 3 clusters Score -1324673 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1324873.250000 Penalty: 4609.797363
	Iteration 7Q: 3 clusters Score -1324873 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1325095.000000 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -1325095 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1325276.500000 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -1325276 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1325442.250000 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -1325442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1325593.500000 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -1325594 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1325729.750000 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -1325730 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1325848.500000 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -1325848 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1325955.750000 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -1325956 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1326062.375000 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -1326062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1326166.750000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -1326167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1326297.500000 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -1326298 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1326421.375000 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -1326421 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1326531.625000 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -1326532 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1326615.875000 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -1326616 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1326708.750000 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -1326709 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1326792.500000 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -1326792 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1326886.250000 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -1326886 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1327017.000000 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -1327017 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1327209.625000 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -1327210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1327447.750000 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -1327448 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1327705.750000 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -1327706 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1327871.250000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -1327871 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1327963.875000 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -1327964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1328028.500000 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -1328028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1328054.250000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -1328054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1328076.500000 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -1328076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1328087.125000 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -1328087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1328091.375000 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -1328091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1328097.875000 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -1328098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1328100.500000 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -1328100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1328106.000000 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -1328106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1328106.125000 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -1328106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1328108.000000 Penalty: 4609.797363
	Iteration 39Q: 3 clusters Score -1328108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1328112.125000 Penalty: 4609.797363
	Iteration 40F: 3 clusters Score -1328112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1328117.750000 Penalty: 4609.797363
	Iteration 41Q: 3 clusters Score -1328118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1328118.875000 Penalty: 4609.797363
	Iteration 42Q: 3 clusters Score -1328119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1328123.625000 Penalty: 4609.797363
	Iteration 43Q: 3 clusters Score -1328124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1328129.750000 Penalty: 4609.797363
	Iteration 44Q: 3 clusters Score -1328130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1328131.250000 Penalty: 4609.797363
	Iteration 45Q: 3 clusters Score -1328131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1328131.500000 Penalty: 4609.797363
	Iteration 46Q: 3 clusters Score -1328132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1328134.750000 Penalty: 4609.797363
	Iteration 47Q: 3 clusters Score -1328135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1328138.125000 Penalty: 4609.797363
	Iteration 48Q: 3 clusters Score -1328138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1328136.500000 Penalty: 4609.797363
	Iteration 49Q: 3 clusters Score -1328136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1328137.250000 Penalty: 4609.797363
	Iteration 50Q: 3 clusters Score -1328137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1328137.250000 Penalty: 4609.797363
	Iteration 51Q: 3 clusters Score -1328137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1328142.750000 Penalty: 4609.797363
	Iteration 52Q: 3 clusters Score -1328143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1328142.875000 Penalty: 4609.797363
	Iteration 53Q: 3 clusters Score -1328143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1328145.250000 Penalty: 4609.797363
	Iteration 54Q: 3 clusters Score -1328145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1328149.375000 Penalty: 4609.797363
	Iteration 55Q: 3 clusters Score -1328149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1328150.625000 Penalty: 4609.797363
	Iteration 56Q: 3 clusters Score -1328151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1328151.250000 Penalty: 4609.797363
	Iteration 57Q: 3 clusters Score -1328151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1328151.250000 Penalty: 4609.797363
	Iteration 58F: 3 clusters Score -1328151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Entering Unmasked Estep 
Score: -2324843.500000 Penalty: 2424.235352
	Iteration 0F: 2 clusters Score -2324844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2312286.250000 Penalty: 4848.470703
	Iteration 0F: 3 clusters Score -2312286 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2316443.500000 Penalty: 4848.470703
	Iteration 1F: 3 clusters Score -2316444 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2317048.500000 Penalty: 4848.470703
	Iteration 2F: 3 clusters Score -2317048 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2317556.500000 Penalty: 4848.470703
	Iteration 3F: 3 clusters Score -2317556 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2318064.250000 Penalty: 4848.470703
	Iteration 4F: 3 clusters Score -2318064 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2318514.750000 Penalty: 4848.470703
	Iteration 5F: 3 clusters Score -2318515 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2318964.500000 Penalty: 4848.470703
	Iteration 6Q: 3 clusters Score -2318964 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2319432.750000 Penalty: 4848.470703
	Iteration 7Q: 3 clusters Score -2319433 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2319905.750000 Penalty: 4848.470703
	Iteration 8Q: 3 clusters Score -2319906 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2320353.750000 Penalty: 4848.470703
	Iteration 9Q: 3 clusters Score -2320354 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2320787.250000 Penalty: 4848.470703
	Iteration 10Q: 3 clusters Score -2320787 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2321173.500000 Penalty: 4848.470703
	Iteration 11Q: 3 clusters Score -2321174 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2321485.250000 Penalty: 4848.470703
	Iteration 12Q: 3 clusters Score -2321485 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2321740.250000 Penalty: 4848.470703
	Iteration 13Q: 3 clusters Score -2321740 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2321970.250000 Penalty: 4848.470703
	Iteration 14Q: 3 clusters Score -2321970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2322155.750000 Penalty: 4848.470703
	Iteration 15Q: 3 clusters Score -2322156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2322307.250000 Penalty: 4848.470703
	Iteration 16Q: 3 clusters Score -2322307 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2322458.500000 Penalty: 4848.470703
	Iteration 17Q: 3 clusters Score -2322458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2322578.000000 Penalty: 4848.470703
	Iteration 18Q: 3 clusters Score -2322578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2322677.250000 Penalty: 4848.470703
	Iteration 19Q: 3 clusters Score -2322677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2322757.250000 Penalty: 4848.470703
	Iteration 20F: 3 clusters Score -2322757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2322804.750000 Penalty: 4848.470703
	Iteration 21Q: 3 clusters Score -2322805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2322821.000000 Penalty: 4848.470703
	Iteration 22Q: 3 clusters Score -2322821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2322839.250000 Penalty: 4848.470703
	Iteration 23Q: 3 clusters Score -2322839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2322852.000000 Penalty: 4848.470703
	Iteration 24Q: 3 clusters Score -2322852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2322863.500000 Penalty: 4848.470703
	Iteration 25Q: 3 clusters Score -2322864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2322869.000000 Penalty: 4848.470703
	Iteration 26Q: 3 clusters Score -2322869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2322891.750000 Penalty: 4848.470703
	Iteration 27Q: 3 clusters Score -2322892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2322906.750000 Penalty: 4848.470703
	Iteration 28Q: 3 clusters Score -2322907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2322914.500000 Penalty: 4848.470703
	Iteration 29Q: 3 clusters Score -2322914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2322919.000000 Penalty: 4848.470703
	Iteration 30Q: 3 clusters Score -2322919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2322921.250000 Penalty: 4848.470703
	Iteration 31Q: 3 clusters Score -2322921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2322922.750000 Penalty: 4848.470703
	Iteration 32Q: 3 clusters Score -2322923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2322923.250000 Penalty: 4848.470703
	Iteration 33Q: 3 clusters Score -2322923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2322924.000000 Penalty: 4848.470703
	Iteration 34Q: 3 clusters Score -2322924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2322923.000000 Penalty: 4848.470703
	Iteration 35Q: 3 clusters Score -2322923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2322923.750000 Penalty: 4848.470703
	Iteration 36Q: 3 clusters Score -2322924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2322923.250000 Penalty: 4848.470703
	Iteration 37Q: 3 clusters Score -2322923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2322926.750000 Penalty: 4848.470703
	Iteration 38Q: 3 clusters Score -2322927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2322925.250000 Penalty: 4848.470703
	Iteration 39Q: 3 clusters Score -2322925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2322928.750000 Penalty: 4848.470703
	Iteration 40F: 3 clusters Score -2322929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2322928.750000 Penalty: 4848.470703
	Iteration 41Q: 3 clusters Score -2322929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2322929.750000 Penalty: 4848.470703
	Iteration 42Q: 3 clusters Score -2322930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2322929.750000 Penalty: 4848.470703
	Iteration 43Q: 3 clusters Score -2322930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2322934.750000 Penalty: 4848.470703
	Iteration 44Q: 3 clusters Score -2322935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2322937.250000 Penalty: 4848.470703
	Iteration 45Q: 3 clusters Score -2322937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2322940.750000 Penalty: 4848.470703
	Iteration 46Q: 3 clusters Score -2322941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2322943.750000 Penalty: 4848.470703
	Iteration 47Q: 3 clusters Score -2322944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2322944.250000 Penalty: 4848.470703
	Iteration 48Q: 3 clusters Score -2322944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2322946.500000 Penalty: 4848.470703
	Iteration 49Q: 3 clusters Score -2322946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2322946.750000 Penalty: 4848.470703
	Iteration 50Q: 3 clusters Score -2322947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2322944.500000 Penalty: 4848.470703
	Iteration 51Q: 3 clusters Score -2322944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2322944.500000 Penalty: 4848.470703
	Iteration 52Q: 3 clusters Score -2322944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2322945.750000 Penalty: 4848.470703
	Iteration 53Q: 3 clusters Score -2322946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2322945.750000 Penalty: 4848.470703
	Iteration 54F: 3 clusters Score -2322946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65357.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -65357.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63851.199219 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -63851.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64334.570312 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64334.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64555.164062 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -64555.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64680.109375 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -64680.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64863.175781 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -64863.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65059.777344 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -65059.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65127.890625 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65127.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65162.046875 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -65162.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65173.687500 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -65173.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65173.687500 Penalty: 3204.888184
	Iteration 9F: 3 clusters Score -65173.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1921192.000000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1921192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1910625.250000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1910625 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1914082.625000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1914083 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1914391.750000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1914392 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1914633.000000 Penalty: 4752.282227
	Iteration 3Q: 3 clusters Score -1914633 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1914836.250000 Penalty: 4752.282227
	Iteration 4Q: 3 clusters Score -1914836 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1915022.500000 Penalty: 4752.282227
	Iteration 5Q: 3 clusters Score -1915022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1915203.625000 Penalty: 4752.282227
	Iteration 6Q: 3 clusters Score -1915204 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1915409.000000 Penalty: 4752.282227
	Iteration 7Q: 3 clusters Score -1915409 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1915589.125000 Penalty: 4752.282227
	Iteration 8Q: 3 clusters Score -1915589 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1915794.750000 Penalty: 4752.282227
	Iteration 9Q: 3 clusters Score -1915795 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1916029.125000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1916029 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1916310.250000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1916310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1916613.125000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1916613 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1916928.500000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1916928 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1917218.750000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1917219 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1917495.375000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1917495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1917716.500000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1917716 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1917936.500000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1917936 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1918126.250000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1918126 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1918300.250000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1918300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1918432.250000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1918432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1918559.000000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1918559 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1918649.750000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1918650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1918737.625000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1918738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1918814.750000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1918815 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1918888.125000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1918888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1918939.000000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1918939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1918971.375000 Penalty: 4752.282227
	Iteration 27Q: 3 clusters Score -1918971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1919002.000000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1919002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1919023.250000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1919023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1919037.625000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1919038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1919053.500000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1919054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1919062.000000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1919062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1919073.625000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1919074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1919087.125000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1919087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1919103.750000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1919104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1919117.750000 Penalty: 4752.282227
	Iteration 36Q: 3 clusters Score -1919118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1919131.125000 Penalty: 4752.282227
	Iteration 37Q: 3 clusters Score -1919131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1919142.125000 Penalty: 4752.282227
	Iteration 38Q: 3 clusters Score -1919142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1919153.875000 Penalty: 4752.282227
	Iteration 39Q: 3 clusters Score -1919154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1919164.125000 Penalty: 4752.282227
	Iteration 40F: 3 clusters Score -1919164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1919169.750000 Penalty: 4752.282227
	Iteration 41Q: 3 clusters Score -1919170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1919172.375000 Penalty: 4752.282227
	Iteration 42Q: 3 clusters Score -1919172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1919175.625000 Penalty: 4752.282227
	Iteration 43Q: 3 clusters Score -1919176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1919173.375000 Penalty: 4752.282227
	Iteration 44Q: 3 clusters Score -1919173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1919176.625000 Penalty: 4752.282227
	Iteration 45Q: 3 clusters Score -1919177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1919177.500000 Penalty: 4752.282227
	Iteration 46Q: 3 clusters Score -1919178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1919182.000000 Penalty: 4752.282227
	Iteration 47Q: 3 clusters Score -1919182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1919189.250000 Penalty: 4752.282227
	Iteration 48Q: 3 clusters Score -1919189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1919193.125000 Penalty: 4752.282227
	Iteration 49Q: 3 clusters Score -1919193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1919193.250000 Penalty: 4752.282227
	Iteration 50Q: 3 clusters Score -1919193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1919197.375000 Penalty: 4752.282227
	Iteration 51Q: 3 clusters Score -1919197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1919196.500000 Penalty: 4752.282227
	Iteration 52Q: 3 clusters Score -1919196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1919196.500000 Penalty: 4752.282227
	Iteration 53F: 3 clusters Score -1919196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -481650.718750 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -481650.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -477783.875000 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -477783.9 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -478745.531250 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -478745.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -479002.812500 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -479002.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -479209.312500 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -479209.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -479382.531250 Penalty: 4104.712891
	Iteration 4F: 3 clusters Score -479382.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -479495.531250 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -479495.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -479595.312500 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -479595.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -479668.156250 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -479668.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -479717.968750 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -479718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -479757.937500 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -479757.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -479793.906250 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -479793.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -479824.625000 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -479824.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -479858.531250 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -479858.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -479892.812500 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -479892.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -479912.843750 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -479912.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -479936.218750 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -479936.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -479959.656250 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -479959.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -479982.750000 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -479982.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -480000.656250 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -480000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -480013.531250 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -480013.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -480025.718750 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -480025.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -480034.156250 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -480034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -480041.468750 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -480041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -480046.718750 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -480046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -480049.281250 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -480049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480050.500000 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -480050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -480051.000000 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -480051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480051.406250 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -480051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -480052.031250 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -480052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480051.562500 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -480051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -480052.312500 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -480052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -480053.843750 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -480053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -480053.843750 Penalty: 4104.712891
	Iteration 32F: 3 clusters Score -480053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Entering Unmasked Estep 
Score: -1901078.375000 Penalty: 2374.957275
	Iteration 0F: 2 clusters Score -1901078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1890584.250000 Penalty: 4749.914551
	Iteration 0F: 3 clusters Score -1890584 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1893830.500000 Penalty: 4749.914551
	Iteration 1F: 3 clusters Score -1893830 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1894210.125000 Penalty: 4749.914551
	Iteration 2F: 3 clusters Score -1894210 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1894533.625000 Penalty: 4749.914551
	Iteration 3F: 3 clusters Score -1894534 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1894798.500000 Penalty: 4749.914551
	Iteration 4Q: 3 clusters Score -1894798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1895043.875000 Penalty: 4749.914551
	Iteration 5Q: 3 clusters Score -1895044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1895279.375000 Penalty: 4749.914551
	Iteration 6Q: 3 clusters Score -1895279 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1895496.750000 Penalty: 4749.914551
	Iteration 7Q: 3 clusters Score -1895497 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1895688.250000 Penalty: 4749.914551
	Iteration 8Q: 3 clusters Score -1895688 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1895851.375000 Penalty: 4749.914551
	Iteration 9Q: 3 clusters Score -1895851 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1895988.250000 Penalty: 4749.914551
	Iteration 10Q: 3 clusters Score -1895988 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1896116.000000 Penalty: 4749.914551
	Iteration 11Q: 3 clusters Score -1896116 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1896245.750000 Penalty: 4749.914551
	Iteration 12Q: 3 clusters Score -1896246 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1896372.125000 Penalty: 4749.914551
	Iteration 13Q: 3 clusters Score -1896372 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1896516.000000 Penalty: 4749.914551
	Iteration 14Q: 3 clusters Score -1896516 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1896627.875000 Penalty: 4749.914551
	Iteration 15Q: 3 clusters Score -1896628 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1896749.500000 Penalty: 4749.914551
	Iteration 16Q: 3 clusters Score -1896750 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1896880.375000 Penalty: 4749.914551
	Iteration 17Q: 3 clusters Score -1896880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1896980.500000 Penalty: 4749.914551
	Iteration 18Q: 3 clusters Score -1896980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1897065.000000 Penalty: 4749.914551
	Iteration 19Q: 3 clusters Score -1897065 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1897139.625000 Penalty: 4749.914551
	Iteration 20F: 3 clusters Score -1897140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1897193.000000 Penalty: 4749.914551
	Iteration 21Q: 3 clusters Score -1897193 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1897230.375000 Penalty: 4749.914551
	Iteration 22Q: 3 clusters Score -1897230 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1897272.875000 Penalty: 4749.914551
	Iteration 23Q: 3 clusters Score -1897273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1897308.750000 Penalty: 4749.914551
	Iteration 24Q: 3 clusters Score -1897309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1897347.750000 Penalty: 4749.914551
	Iteration 25Q: 3 clusters Score -1897348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1897383.375000 Penalty: 4749.914551
	Iteration 26Q: 3 clusters Score -1897383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1897406.750000 Penalty: 4749.914551
	Iteration 27Q: 3 clusters Score -1897407 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1897436.375000 Penalty: 4749.914551
	Iteration 28Q: 3 clusters Score -1897436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1897467.875000 Penalty: 4749.914551
	Iteration 29Q: 3 clusters Score -1897468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1897501.250000 Penalty: 4749.914551
	Iteration 30Q: 3 clusters Score -1897501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1897526.625000 Penalty: 4749.914551
	Iteration 31Q: 3 clusters Score -1897527 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1897544.750000 Penalty: 4749.914551
	Iteration 32Q: 3 clusters Score -1897545 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1897560.250000 Penalty: 4749.914551
	Iteration 33Q: 3 clusters Score -1897560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1897576.250000 Penalty: 4749.914551
	Iteration 34Q: 3 clusters Score -1897576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1897594.750000 Penalty: 4749.914551
	Iteration 35Q: 3 clusters Score -1897595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1897610.125000 Penalty: 4749.914551
	Iteration 36Q: 3 clusters Score -1897610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1897628.125000 Penalty: 4749.914551
	Iteration 37Q: 3 clusters Score -1897628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1897642.125000 Penalty: 4749.914551
	Iteration 38Q: 3 clusters Score -1897642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1897664.875000 Penalty: 4749.914551
	Iteration 39Q: 3 clusters Score -1897665 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1897675.875000 Penalty: 4749.914551
	Iteration 40F: 3 clusters Score -1897676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1897693.375000 Penalty: 4749.914551
	Iteration 41Q: 3 clusters Score -1897693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1897707.625000 Penalty: 4749.914551
	Iteration 42Q: 3 clusters Score -1897708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1897716.750000 Penalty: 4749.914551
	Iteration 43Q: 3 clusters Score -1897717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1897733.625000 Penalty: 4749.914551
	Iteration 44Q: 3 clusters Score -1897734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1897741.750000 Penalty: 4749.914551
	Iteration 45Q: 3 clusters Score -1897742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1897758.375000 Penalty: 4749.914551
	Iteration 46Q: 3 clusters Score -1897758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1897771.000000 Penalty: 4749.914551
	Iteration 47Q: 3 clusters Score -1897771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1897794.250000 Penalty: 4749.914551
	Iteration 48Q: 3 clusters Score -1897794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1897812.125000 Penalty: 4749.914551
	Iteration 49Q: 3 clusters Score -1897812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1897842.625000 Penalty: 4749.914551
	Iteration 50Q: 3 clusters Score -1897843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1897863.625000 Penalty: 4749.914551
	Iteration 51Q: 3 clusters Score -1897864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1897882.875000 Penalty: 4749.914551
	Iteration 52Q: 3 clusters Score -1897883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1897904.000000 Penalty: 4749.914551
	Iteration 53Q: 3 clusters Score -1897904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1897941.875000 Penalty: 4749.914551
	Iteration 54Q: 3 clusters Score -1897942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1897982.500000 Penalty: 4749.914551
	Iteration 55Q: 3 clusters Score -1897982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1898018.750000 Penalty: 4749.914551
	Iteration 56Q: 3 clusters Score -1898019 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1898056.750000 Penalty: 4749.914551
	Iteration 57Q: 3 clusters Score -1898057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1898093.250000 Penalty: 4749.914551
	Iteration 58Q: 3 clusters Score -1898093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1898130.875000 Penalty: 4749.914551
	Iteration 59Q: 3 clusters Score -1898131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1898166.750000 Penalty: 4749.914551
	Iteration 60F: 3 clusters Score -1898167 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1898205.000000 Penalty: 4749.914551
	Iteration 61Q: 3 clusters Score -1898205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1898247.375000 Penalty: 4749.914551
	Iteration 62Q: 3 clusters Score -1898247 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1898294.875000 Penalty: 4749.914551
	Iteration 63Q: 3 clusters Score -1898295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1898353.250000 Penalty: 4749.914551
	Iteration 64Q: 3 clusters Score -1898353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1898425.375000 Penalty: 4749.914551
	Iteration 65Q: 3 clusters Score -1898425 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1898479.875000 Penalty: 4749.914551
	Iteration 66Q: 3 clusters Score -1898480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1898545.375000 Penalty: 4749.914551
	Iteration 67Q: 3 clusters Score -1898545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1898627.000000 Penalty: 4749.914551
	Iteration 68Q: 3 clusters Score -1898627 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1898718.375000 Penalty: 4749.914551
	Iteration 69Q: 3 clusters Score -1898718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1898813.625000 Penalty: 4749.914551
	Iteration 70Q: 3 clusters Score -1898814 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1898918.875000 Penalty: 4749.914551
	Iteration 71Q: 3 clusters Score -1898919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1899018.125000 Penalty: 4749.914551
	Iteration 72Q: 3 clusters Score -1899018 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1899154.375000 Penalty: 4749.914551
	Iteration 73Q: 3 clusters Score -1899154 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1899278.875000 Penalty: 4749.914551
	Iteration 74Q: 3 clusters Score -1899279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1899359.500000 Penalty: 4749.914551
	Iteration 75Q: 3 clusters Score -1899360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1899407.000000 Penalty: 4749.914551
	Iteration 76Q: 3 clusters Score -1899407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1899433.125000 Penalty: 4749.914551
	Iteration 77Q: 3 clusters Score -1899433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1899450.500000 Penalty: 4749.914551
	Iteration 78Q: 3 clusters Score -1899450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1899460.125000 Penalty: 4749.914551
	Iteration 79Q: 3 clusters Score -1899460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1899470.500000 Penalty: 4749.914551
	Iteration 80F: 3 clusters Score -1899470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1899471.500000 Penalty: 4749.914551
	Iteration 81Q: 3 clusters Score -1899472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1899474.875000 Penalty: 4749.914551
	Iteration 82Q: 3 clusters Score -1899475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1899478.500000 Penalty: 4749.914551
	Iteration 83Q: 3 clusters Score -1899478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1899484.375000 Penalty: 4749.914551
	Iteration 84Q: 3 clusters Score -1899484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1899486.000000 Penalty: 4749.914551
	Iteration 85Q: 3 clusters Score -1899486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1899489.125000 Penalty: 4749.914551
	Iteration 86Q: 3 clusters Score -1899489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1899488.125000 Penalty: 4749.914551
	Iteration 87Q: 3 clusters Score -1899488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1899488.125000 Penalty: 4749.914551
	Iteration 88F: 3 clusters Score -1899488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -785517.625000 Penalty: 2166.729004
	Iteration 0F: 2 clusters Score -785517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -780170.812500 Penalty: 4333.458008
	Iteration 0F: 3 clusters Score -780170.8 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -781483.625000 Penalty: 4333.458008
	Iteration 1F: 3 clusters Score -781483.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -781683.937500 Penalty: 4333.458008
	Iteration 2F: 3 clusters Score -781683.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -781819.625000 Penalty: 4333.458008
	Iteration 3Q: 3 clusters Score -781819.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -781922.062500 Penalty: 4333.458008
	Iteration 4Q: 3 clusters Score -781922.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -781999.750000 Penalty: 4333.458008
	Iteration 5Q: 3 clusters Score -781999.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -782061.812500 Penalty: 4333.458008
	Iteration 6Q: 3 clusters Score -782061.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -782109.937500 Penalty: 4333.458008
	Iteration 7Q: 3 clusters Score -782109.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -782147.875000 Penalty: 4333.458008
	Iteration 8Q: 3 clusters Score -782147.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -782185.250000 Penalty: 4333.458008
	Iteration 9Q: 3 clusters Score -782185.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -782227.562500 Penalty: 4333.458008
	Iteration 10Q: 3 clusters Score -782227.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -782262.250000 Penalty: 4333.458008
	Iteration 11Q: 3 clusters Score -782262.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -782293.250000 Penalty: 4333.458008
	Iteration 12Q: 3 clusters Score -782293.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -782320.937500 Penalty: 4333.458008
	Iteration 13Q: 3 clusters Score -782320.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -782353.250000 Penalty: 4333.458008
	Iteration 14Q: 3 clusters Score -782353.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -782382.875000 Penalty: 4333.458008
	Iteration 15Q: 3 clusters Score -782382.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -782402.625000 Penalty: 4333.458008
	Iteration 16Q: 3 clusters Score -782402.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -782418.562500 Penalty: 4333.458008
	Iteration 17Q: 3 clusters Score -782418.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -782428.625000 Penalty: 4333.458008
	Iteration 18Q: 3 clusters Score -782428.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -782446.875000 Penalty: 4333.458008
	Iteration 19Q: 3 clusters Score -782446.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -782463.125000 Penalty: 4333.458008
	Iteration 20F: 3 clusters Score -782463.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -782470.125000 Penalty: 4333.458008
	Iteration 21Q: 3 clusters Score -782470.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -782484.312500 Penalty: 4333.458008
	Iteration 22Q: 3 clusters Score -782484.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -782500.187500 Penalty: 4333.458008
	Iteration 23Q: 3 clusters Score -782500.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -782516.125000 Penalty: 4333.458008
	Iteration 24Q: 3 clusters Score -782516.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -782535.562500 Penalty: 4333.458008
	Iteration 25Q: 3 clusters Score -782535.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -782547.375000 Penalty: 4333.458008
	Iteration 26Q: 3 clusters Score -782547.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -782556.687500 Penalty: 4333.458008
	Iteration 27Q: 3 clusters Score -782556.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -782566.812500 Penalty: 4333.458008
	Iteration 28Q: 3 clusters Score -782566.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -782571.750000 Penalty: 4333.458008
	Iteration 29Q: 3 clusters Score -782571.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -782580.937500 Penalty: 4333.458008
	Iteration 30Q: 3 clusters Score -782580.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -782589.000000 Penalty: 4333.458008
	Iteration 31Q: 3 clusters Score -782589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -782596.875000 Penalty: 4333.458008
	Iteration 32Q: 3 clusters Score -782596.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -782603.875000 Penalty: 4333.458008
	Iteration 33Q: 3 clusters Score -782603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -782613.312500 Penalty: 4333.458008
	Iteration 34Q: 3 clusters Score -782613.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -782619.875000 Penalty: 4333.458008
	Iteration 35Q: 3 clusters Score -782619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -782622.562500 Penalty: 4333.458008
	Iteration 36Q: 3 clusters Score -782622.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -782628.812500 Penalty: 4333.458008
	Iteration 37Q: 3 clusters Score -782628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -782634.125000 Penalty: 4333.458008
	Iteration 38Q: 3 clusters Score -782634.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -782636.500000 Penalty: 4333.458008
	Iteration 39Q: 3 clusters Score -782636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -782641.562500 Penalty: 4333.458008
	Iteration 40F: 3 clusters Score -782641.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -782645.000000 Penalty: 4333.458008
	Iteration 41Q: 3 clusters Score -782645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -782649.937500 Penalty: 4333.458008
	Iteration 42Q: 3 clusters Score -782649.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -782654.625000 Penalty: 4333.458008
	Iteration 43Q: 3 clusters Score -782654.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -782663.812500 Penalty: 4333.458008
	Iteration 44Q: 3 clusters Score -782663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -782670.750000 Penalty: 4333.458008
	Iteration 45Q: 3 clusters Score -782670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -782677.062500 Penalty: 4333.458008
	Iteration 46Q: 3 clusters Score -782677.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -782682.375000 Penalty: 4333.458008
	Iteration 47Q: 3 clusters Score -782682.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -782687.500000 Penalty: 4333.458008
	Iteration 48Q: 3 clusters Score -782687.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -782693.812500 Penalty: 4333.458008
	Iteration 49Q: 3 clusters Score -782693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -782701.312500 Penalty: 4333.458008
	Iteration 50Q: 3 clusters Score -782701.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -782716.562500 Penalty: 4333.458008
	Iteration 51Q: 3 clusters Score -782716.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -782729.875000 Penalty: 4333.458008
	Iteration 52Q: 3 clusters Score -782729.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -782751.937500 Penalty: 4333.458008
	Iteration 53Q: 3 clusters Score -782751.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -782772.562500 Penalty: 4333.458008
	Iteration 54Q: 3 clusters Score -782772.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -782786.875000 Penalty: 4333.458008
	Iteration 55Q: 3 clusters Score -782786.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -782803.812500 Penalty: 4333.458008
	Iteration 56Q: 3 clusters Score -782803.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -782820.750000 Penalty: 4333.458008
	Iteration 57Q: 3 clusters Score -782820.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -782837.375000 Penalty: 4333.458008
	Iteration 58Q: 3 clusters Score -782837.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -782857.375000 Penalty: 4333.458008
	Iteration 59Q: 3 clusters Score -782857.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -782881.375000 Penalty: 4333.458008
	Iteration 60F: 3 clusters Score -782881.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -782903.312500 Penalty: 4333.458008
	Iteration 61Q: 3 clusters Score -782903.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -782929.125000 Penalty: 4333.458008
	Iteration 62Q: 3 clusters Score -782929.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -782961.125000 Penalty: 4333.458008
	Iteration 63Q: 3 clusters Score -782961.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -782988.312500 Penalty: 4333.458008
	Iteration 64Q: 3 clusters Score -782988.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -783017.562500 Penalty: 4333.458008
	Iteration 65Q: 3 clusters Score -783017.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -783049.187500 Penalty: 4333.458008
	Iteration 66Q: 3 clusters Score -783049.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -783082.562500 Penalty: 4333.458008
	Iteration 67Q: 3 clusters Score -783082.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -783107.687500 Penalty: 4333.458008
	Iteration 68Q: 3 clusters Score -783107.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -783132.437500 Penalty: 4333.458008
	Iteration 69Q: 3 clusters Score -783132.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -783158.250000 Penalty: 4333.458008
	Iteration 70Q: 3 clusters Score -783158.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -783194.312500 Penalty: 4333.458008
	Iteration 71Q: 3 clusters Score -783194.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -783226.812500 Penalty: 4333.458008
	Iteration 72Q: 3 clusters Score -783226.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -783261.562500 Penalty: 4333.458008
	Iteration 73Q: 3 clusters Score -783261.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -783296.062500 Penalty: 4333.458008
	Iteration 74Q: 3 clusters Score -783296.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -783320.250000 Penalty: 4333.458008
	Iteration 75Q: 3 clusters Score -783320.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -783340.937500 Penalty: 4333.458008
	Iteration 76Q: 3 clusters Score -783340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -783362.750000 Penalty: 4333.458008
	Iteration 77Q: 3 clusters Score -783362.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -783383.812500 Penalty: 4333.458008
	Iteration 78Q: 3 clusters Score -783383.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -783405.125000 Penalty: 4333.458008
	Iteration 79Q: 3 clusters Score -783405.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -783428.625000 Penalty: 4333.458008
	Iteration 80F: 3 clusters Score -783428.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -783453.937500 Penalty: 4333.458008
	Iteration 81Q: 3 clusters Score -783453.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -783472.937500 Penalty: 4333.458008
	Iteration 82Q: 3 clusters Score -783472.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -783489.750000 Penalty: 4333.458008
	Iteration 83Q: 3 clusters Score -783489.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -783516.687500 Penalty: 4333.458008
	Iteration 84Q: 3 clusters Score -783516.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -783540.937500 Penalty: 4333.458008
	Iteration 85Q: 3 clusters Score -783540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -783555.812500 Penalty: 4333.458008
	Iteration 86Q: 3 clusters Score -783555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -783566.937500 Penalty: 4333.458008
	Iteration 87Q: 3 clusters Score -783566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -783576.687500 Penalty: 4333.458008
	Iteration 88Q: 3 clusters Score -783576.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -783584.750000 Penalty: 4333.458008
	Iteration 89Q: 3 clusters Score -783584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -783589.125000 Penalty: 4333.458008
	Iteration 90Q: 3 clusters Score -783589.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -783597.750000 Penalty: 4333.458008
	Iteration 91Q: 3 clusters Score -783597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -783600.937500 Penalty: 4333.458008
	Iteration 92Q: 3 clusters Score -783600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -783613.937500 Penalty: 4333.458008
	Iteration 93Q: 3 clusters Score -783613.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -783620.750000 Penalty: 4333.458008
	Iteration 94Q: 3 clusters Score -783620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -783625.250000 Penalty: 4333.458008
	Iteration 95Q: 3 clusters Score -783625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -783633.437500 Penalty: 4333.458008
	Iteration 96Q: 3 clusters Score -783633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -783640.687500 Penalty: 4333.458008
	Iteration 97Q: 3 clusters Score -783640.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -783646.125000 Penalty: 4333.458008
	Iteration 98Q: 3 clusters Score -783646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -783651.812500 Penalty: 4333.458008
	Iteration 99Q: 3 clusters Score -783651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -783657.125000 Penalty: 4333.458008
	Iteration 100F: 3 clusters Score -783657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -783660.250000 Penalty: 4333.458008
	Iteration 101Q: 3 clusters Score -783660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -783660.875000 Penalty: 4333.458008
	Iteration 102Q: 3 clusters Score -783660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -783664.562500 Penalty: 4333.458008
	Iteration 103Q: 3 clusters Score -783664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -783665.500000 Penalty: 4333.458008
	Iteration 104Q: 3 clusters Score -783665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -783667.500000 Penalty: 4333.458008
	Iteration 105Q: 3 clusters Score -783667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -783667.500000 Penalty: 4333.458008
	Iteration 106F: 3 clusters Score -783667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -53862.882812 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -53862.88 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 240 members 
Entering Unmasked Estep 
Score: -52496.414062 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -52496.41 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52863.019531 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -52863.02 nChanged 41
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: -53011.378906 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -53011.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53208.113281 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -53208.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53339.304688 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -53339.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53425.515625 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -53425.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53511.339844 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -53511.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53625.621094 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -53625.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53699.628906 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -53699.63 nChanged 3
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: -53726.515625 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -53726.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -53732.335938 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -53732.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53742.531250 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -53742.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53754.117188 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -53754.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -53756.578125 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -53756.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -53756.578125 Penalty: 3087.380859
	Iteration 14F: 3 clusters Score -53756.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Entering Unmasked Estep 
Score: -3293738.750000 Penalty: 2510.211182
	Iteration 0F: 2 clusters Score -3293739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3276493.500000 Penalty: 5020.422363
	Iteration 0F: 3 clusters Score -3276494 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3282311.500000 Penalty: 5020.422363
	Iteration 1F: 3 clusters Score -3282312 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3282725.250000 Penalty: 5020.422363
	Iteration 2Q: 3 clusters Score -3282725 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3283123.750000 Penalty: 5020.422363
	Iteration 3Q: 3 clusters Score -3283124 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3283556.250000 Penalty: 5020.422363
	Iteration 4Q: 3 clusters Score -3283556 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3284082.000000 Penalty: 5020.422363
	Iteration 5Q: 3 clusters Score -3284082 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3284772.500000 Penalty: 5020.422363
	Iteration 6F: 3 clusters Score -3284772 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3285761.000000 Penalty: 5020.422363
	Iteration 7F: 3 clusters Score -3285761 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3287190.500000 Penalty: 5020.422363
	Iteration 8F: 3 clusters Score -3287190 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3288725.000000 Penalty: 5020.422363
	Iteration 9F: 3 clusters Score -3288725 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3289915.500000 Penalty: 5020.422363
	Iteration 10F: 3 clusters Score -3289916 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3290673.000000 Penalty: 5020.422363
	Iteration 11Q: 3 clusters Score -3290673 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3291078.000000 Penalty: 5020.422363
	Iteration 12Q: 3 clusters Score -3291078 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3291263.500000 Penalty: 5020.422363
	Iteration 13Q: 3 clusters Score -3291264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3291350.500000 Penalty: 5020.422363
	Iteration 14Q: 3 clusters Score -3291350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3291428.750000 Penalty: 5020.422363
	Iteration 15Q: 3 clusters Score -3291429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3291471.500000 Penalty: 5020.422363
	Iteration 16Q: 3 clusters Score -3291472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3291506.750000 Penalty: 5020.422363
	Iteration 17Q: 3 clusters Score -3291507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3291524.250000 Penalty: 5020.422363
	Iteration 18Q: 3 clusters Score -3291524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3291546.500000 Penalty: 5020.422363
	Iteration 19Q: 3 clusters Score -3291546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3291568.750000 Penalty: 5020.422363
	Iteration 20F: 3 clusters Score -3291569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3291573.000000 Penalty: 5020.422363
	Iteration 21Q: 3 clusters Score -3291573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3291581.750000 Penalty: 5020.422363
	Iteration 22Q: 3 clusters Score -3291582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3291584.750000 Penalty: 5020.422363
	Iteration 23Q: 3 clusters Score -3291585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3291589.750000 Penalty: 5020.422363
	Iteration 24Q: 3 clusters Score -3291590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3291592.000000 Penalty: 5020.422363
	Iteration 25Q: 3 clusters Score -3291592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3291592.000000 Penalty: 5020.422363
	Iteration 26F: 3 clusters Score -3291592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 24626 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 18669 members 
Mstep: Class 10 contains 39120 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 354380 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 69008 members 
Mstep: Class 22 contains 48961 members 
Mstep: Class 23 contains 3658 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14421 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964472.000000 Penalty: 121784.320312
Iteration 199Q: 37 clusters Score -1.049645e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 24626 members 
Mstep: Class 5 contains 10010 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 39113 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354379 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14203 members 
Mstep: Class 21 contains 69007 members 
Mstep: Class 22 contains 48961 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6227 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964448.000000 Penalty: 121784.320312
Iteration 200F: 37 clusters Score -1.049644e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 4 contains 24628 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18660 members 
Mstep: Class 10 contains 39103 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 69009 members 
Mstep: Class 22 contains 48987 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 6225 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 121784.320312
Iteration 201Q: 37 clusters Score -1.049646e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18656 members 
Mstep: Class 10 contains 39091 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 354367 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14236 members 
Mstep: Class 21 contains 69015 members 
Mstep: Class 22 contains 48988 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 14423 members 
Mstep: Class 34 contains 6224 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964480.000000 Penalty: 121784.320312
Iteration 202Q: 37 clusters Score -1.049645e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 24633 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18653 members 
Mstep: Class 10 contains 39088 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354365 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14246 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 48993 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17588 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6222 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964368.000000 Penalty: 121784.320312
Iteration 203Q: 37 clusters Score -1.049644e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 4 contains 24631 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 39084 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354372 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 48991 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17587 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6223 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964376.000000 Penalty: 121784.320312
Iteration 204Q: 37 clusters Score -1.049644e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 10014 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 39080 members 
Mstep: Class 11 contains 15424 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354369 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14263 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49002 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6225 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964376.000000 Penalty: 121784.320312
Iteration 205Q: 37 clusters Score -1.049644e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 11 contains 15424 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354367 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14267 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964376.000000 Penalty: 121784.320312
Iteration 206Q: 37 clusters Score -1.049644e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 10621 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 24631 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18643 members 
Mstep: Class 10 contains 39074 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354368 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18621 members 
Mstep: Class 20 contains 14272 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49006 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 8885 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964376.000000 Penalty: 121784.320312
Iteration 207Q: 37 clusters Score -1.049644e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 24630 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18645 members 
Mstep: Class 10 contains 39072 members 
Mstep: Class 11 contains 15422 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354367 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18621 members 
Mstep: Class 20 contains 14276 members 
Mstep: Class 21 contains 69023 members 
Mstep: Class 22 contains 49010 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 8885 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964368.000000 Penalty: 121784.320312
Iteration 208Q: 37 clusters Score -1.049644e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 24631 members 
Mstep: Class 5 contains 10014 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 39070 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14278 members 
Mstep: Class 21 contains 69024 members 
Mstep: Class 22 contains 49010 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8885 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964416.000000 Penalty: 121784.320312
Iteration 209Q: 37 clusters Score -1.049644e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 10014 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354373 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14279 members 
Mstep: Class 21 contains 69021 members 
Mstep: Class 22 contains 49018 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14488 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6223 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 121784.320312
Iteration 210Q: 37 clusters Score -1.049644e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18648 members 
Mstep: Class 10 contains 39067 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14280 members 
Mstep: Class 21 contains 69021 members 
Mstep: Class 22 contains 49020 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6221 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 121784.320312
Iteration 211Q: 37 clusters Score -1.049644e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 24634 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39068 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354373 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14282 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 49019 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17584 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14485 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6220 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964368.000000 Penalty: 121784.320312
Iteration 212Q: 37 clusters Score -1.049644e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 24634 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39066 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354373 members 
Mstep: Class 17 contains 43926 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 69016 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17585 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14424 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964408.000000 Penalty: 121784.320312
Iteration 213Q: 37 clusters Score -1.049644e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 24634 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18648 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354375 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 69015 members 
Mstep: Class 22 contains 49018 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964464.000000 Penalty: 121784.320312
Iteration 214Q: 37 clusters Score -1.049645e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 24635 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 39061 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 354374 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 14291 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49018 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 121784.320312
Iteration 215Q: 37 clusters Score -1.049645e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 24635 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 39062 members 
Mstep: Class 11 contains 15434 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354373 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 14293 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 121784.320312
Iteration 216Q: 37 clusters Score -1.049645e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 24635 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 39060 members 
Mstep: Class 11 contains 15434 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354374 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14294 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49018 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 121784.320312
Iteration 217Q: 37 clusters Score -1.049645e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6247 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354375 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14296 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49022 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 6220 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964496.000000 Penalty: 121784.320312
Iteration 218Q: 37 clusters Score -1.049645e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6246 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18649 members 
Mstep: Class 10 contains 39054 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14301 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49022 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 121784.320312
Iteration 219Q: 37 clusters Score -1.049645e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6243 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39053 members 
Mstep: Class 11 contains 15436 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 49019 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 121784.320312
Iteration 220F: 37 clusters Score -1.049645e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6239 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39049 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14313 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 49015 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 121784.320312
Iteration 221Q: 37 clusters Score -1.049646e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 4 contains 24640 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39048 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354366 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14315 members 
Mstep: Class 21 contains 69020 members 
Mstep: Class 22 contains 49015 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 121784.320312
Iteration 222Q: 37 clusters Score -1.049646e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6239 members 
Mstep: Class 4 contains 24642 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18649 members 
Mstep: Class 10 contains 39047 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354368 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14318 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 49013 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14427 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 223Q: 37 clusters Score -1.049646e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 4 contains 24644 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39043 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354368 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 21 contains 69019 members 
Mstep: Class 22 contains 49014 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14427 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 121784.320312
Iteration 224Q: 37 clusters Score -1.049646e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 24643 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39044 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354367 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14326 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49013 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14428 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 121784.320312
Iteration 225Q: 37 clusters Score -1.049646e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 6235 members 
Mstep: Class 4 contains 24642 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18650 members 
Mstep: Class 10 contains 39044 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49007 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14429 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 121784.320312
Iteration 226Q: 37 clusters Score -1.049646e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6234 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18649 members 
Mstep: Class 10 contains 39041 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354375 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 14339 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49000 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14429 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 121784.320312
Iteration 227Q: 37 clusters Score -1.049645e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6233 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18649 members 
Mstep: Class 10 contains 39039 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354375 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 48997 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14430 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 121784.320312
Iteration 228Q: 37 clusters Score -1.049646e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 24640 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354374 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14348 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14486 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14431 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 121784.320312
Iteration 229Q: 37 clusters Score -1.049645e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 24640 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18640 members 
Mstep: Class 10 contains 39039 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14353 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49000 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14431 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 121784.320312
Iteration 230Q: 37 clusters Score -1.049646e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18634 members 
Mstep: Class 10 contains 39039 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354368 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 48998 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17586 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14431 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 121784.320312
Iteration 231Q: 37 clusters Score -1.049646e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 10624 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18627 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354367 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 69016 members 
Mstep: Class 22 contains 49002 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17588 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14431 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 121784.320312
Iteration 232Q: 37 clusters Score -1.049646e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18619 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43921 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 69016 members 
Mstep: Class 22 contains 49005 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14432 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 121784.320312
Iteration 233Q: 37 clusters Score -1.049646e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 69017 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14435 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 121784.320312
Iteration 234Q: 37 clusters Score -1.049646e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354373 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 69018 members 
Mstep: Class 22 contains 49000 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17591 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 235Q: 37 clusters Score -1.049646e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 69020 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 121784.320312
Iteration 236Q: 37 clusters Score -1.049646e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 69021 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 121784.320312
Iteration 237Q: 37 clusters Score -1.049646e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10019 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 69021 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 121784.320312
Iteration 238Q: 37 clusters Score -1.049646e+08 nChanged 3
Entering ConstructFrom: 
Score: -104964576.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (23206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Entering Unmasked Estep 
Score: -2591663.750000 Penalty: 2492.937256
	Iteration 0F: 2 clusters Score -2591664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2575551.500000 Penalty: 4985.874512
	Iteration 0F: 3 clusters Score -2575552 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2581222.000000 Penalty: 4985.874512
	Iteration 1F: 3 clusters Score -2581222 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2582021.250000 Penalty: 4985.874512
	Iteration 2F: 3 clusters Score -2582021 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2582908.000000 Penalty: 4985.874512
	Iteration 3F: 3 clusters Score -2582908 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2583927.750000 Penalty: 4985.874512
	Iteration 4F: 3 clusters Score -2583928 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2585060.000000 Penalty: 4985.874512
	Iteration 5F: 3 clusters Score -2585060 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2586109.000000 Penalty: 4985.874512
	Iteration 6F: 3 clusters Score -2586109 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2587055.500000 Penalty: 4985.874512
	Iteration 7F: 3 clusters Score -2587056 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2587790.750000 Penalty: 4985.874512
	Iteration 8F: 3 clusters Score -2587791 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2588376.750000 Penalty: 4985.874512
	Iteration 9Q: 3 clusters Score -2588377 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2588802.000000 Penalty: 4985.874512
	Iteration 10Q: 3 clusters Score -2588802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2589092.500000 Penalty: 4985.874512
	Iteration 11Q: 3 clusters Score -2589092 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2589304.750000 Penalty: 4985.874512
	Iteration 12Q: 3 clusters Score -2589305 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2589430.750000 Penalty: 4985.874512
	Iteration 13Q: 3 clusters Score -2589431 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2589557.250000 Penalty: 4985.874512
	Iteration 14Q: 3 clusters Score -2589557 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2589635.250000 Penalty: 4985.874512
	Iteration 15Q: 3 clusters Score -2589635 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2589681.250000 Penalty: 4985.874512
	Iteration 16Q: 3 clusters Score -2589681 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2589713.750000 Penalty: 4985.874512
	Iteration 17Q: 3 clusters Score -2589714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2589750.250000 Penalty: 4985.874512
	Iteration 18Q: 3 clusters Score -2589750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2589781.250000 Penalty: 4985.874512
	Iteration 19Q: 3 clusters Score -2589781 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2589804.750000 Penalty: 4985.874512
	Iteration 20F: 3 clusters Score -2589805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2589834.500000 Penalty: 4985.874512
	Iteration 21Q: 3 clusters Score -2589834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2589842.750000 Penalty: 4985.874512
	Iteration 22Q: 3 clusters Score -2589843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2589853.250000 Penalty: 4985.874512
	Iteration 23Q: 3 clusters Score -2589853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2589857.750000 Penalty: 4985.874512
	Iteration 24Q: 3 clusters Score -2589858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2589853.500000 Penalty: 4985.874512
	Iteration 25Q: 3 clusters Score -2589854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2589867.500000 Penalty: 4985.874512
	Iteration 26Q: 3 clusters Score -2589868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2589863.000000 Penalty: 4985.874512
	Iteration 27Q: 3 clusters Score -2589863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2589873.750000 Penalty: 4985.874512
	Iteration 28Q: 3 clusters Score -2589874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2589889.500000 Penalty: 4985.874512
	Iteration 29Q: 3 clusters Score -2589890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2589897.500000 Penalty: 4985.874512
	Iteration 30Q: 3 clusters Score -2589898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2589909.500000 Penalty: 4985.874512
	Iteration 31Q: 3 clusters Score -2589910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2589906.000000 Penalty: 4985.874512
	Iteration 32Q: 3 clusters Score -2589906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2589910.500000 Penalty: 4985.874512
	Iteration 33Q: 3 clusters Score -2589910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2589924.000000 Penalty: 4985.874512
	Iteration 34Q: 3 clusters Score -2589924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2589933.000000 Penalty: 4985.874512
	Iteration 35Q: 3 clusters Score -2589933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2589942.000000 Penalty: 4985.874512
	Iteration 36Q: 3 clusters Score -2589942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2589944.750000 Penalty: 4985.874512
	Iteration 37Q: 3 clusters Score -2589945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2589949.500000 Penalty: 4985.874512
	Iteration 38Q: 3 clusters Score -2589950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2589952.000000 Penalty: 4985.874512
	Iteration 39Q: 3 clusters Score -2589952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2589939.000000 Penalty: 4985.874512
	Iteration 40F: 3 clusters Score -2589939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2589948.500000 Penalty: 4985.874512
	Iteration 41Q: 3 clusters Score -2589948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2589956.250000 Penalty: 4985.874512
	Iteration 42Q: 3 clusters Score -2589956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2589957.750000 Penalty: 4985.874512
	Iteration 43Q: 3 clusters Score -2589958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2589959.250000 Penalty: 4985.874512
	Iteration 44Q: 3 clusters Score -2589959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2589955.250000 Penalty: 4985.874512
	Iteration 45Q: 3 clusters Score -2589955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2589959.250000 Penalty: 4985.874512
	Iteration 46Q: 3 clusters Score -2589959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2589958.000000 Penalty: 4985.874512
	Iteration 47Q: 3 clusters Score -2589958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2589961.750000 Penalty: 4985.874512
	Iteration 48Q: 3 clusters Score -2589962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2589963.250000 Penalty: 4985.874512
	Iteration 49Q: 3 clusters Score -2589963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2589960.000000 Penalty: 4985.874512
	Iteration 50Q: 3 clusters Score -2589960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2589961.000000 Penalty: 4985.874512
	Iteration 51Q: 3 clusters Score -2589961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2589964.250000 Penalty: 4985.874512
	Iteration 52Q: 3 clusters Score -2589964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2589963.500000 Penalty: 4985.874512
	Iteration 53Q: 3 clusters Score -2589964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2589964.000000 Penalty: 4985.874512
	Iteration 54Q: 3 clusters Score -2589964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2589966.250000 Penalty: 4985.874512
	Iteration 55Q: 3 clusters Score -2589966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2589965.000000 Penalty: 4985.874512
	Iteration 56Q: 3 clusters Score -2589965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2589964.250000 Penalty: 4985.874512
	Iteration 57Q: 3 clusters Score -2589964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2589964.250000 Penalty: 4985.874512
	Iteration 58F: 3 clusters Score -2589964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Entering Unmasked Estep 
Score: -1333043.625000 Penalty: 2299.199219
	Iteration 0F: 2 clusters Score -1333044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1324948.000000 Penalty: 4598.398438
	Iteration 0F: 3 clusters Score -1324948 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1327357.375000 Penalty: 4598.398438
	Iteration 1F: 3 clusters Score -1327357 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1327678.500000 Penalty: 4598.398438
	Iteration 2F: 3 clusters Score -1327678 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1327894.375000 Penalty: 4598.398438
	Iteration 3Q: 3 clusters Score -1327894 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1328061.375000 Penalty: 4598.398438
	Iteration 4Q: 3 clusters Score -1328061 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1328186.375000 Penalty: 4598.398438
	Iteration 5Q: 3 clusters Score -1328186 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1328295.000000 Penalty: 4598.398438
	Iteration 6Q: 3 clusters Score -1328295 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1328399.375000 Penalty: 4598.398438
	Iteration 7Q: 3 clusters Score -1328399 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1328499.250000 Penalty: 4598.398438
	Iteration 8Q: 3 clusters Score -1328499 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1328602.250000 Penalty: 4598.398438
	Iteration 9Q: 3 clusters Score -1328602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1328736.500000 Penalty: 4598.398438
	Iteration 10Q: 3 clusters Score -1328736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1328875.500000 Penalty: 4598.398438
	Iteration 11Q: 3 clusters Score -1328876 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1329046.875000 Penalty: 4598.398438
	Iteration 12Q: 3 clusters Score -1329047 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1329222.250000 Penalty: 4598.398438
	Iteration 13Q: 3 clusters Score -1329222 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1329403.625000 Penalty: 4598.398438
	Iteration 14Q: 3 clusters Score -1329404 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1329575.000000 Penalty: 4598.398438
	Iteration 15Q: 3 clusters Score -1329575 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1329765.000000 Penalty: 4598.398438
	Iteration 16Q: 3 clusters Score -1329765 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1329978.750000 Penalty: 4598.398438
	Iteration 17Q: 3 clusters Score -1329979 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1330214.125000 Penalty: 4598.398438
	Iteration 18Q: 3 clusters Score -1330214 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1330413.750000 Penalty: 4598.398438
	Iteration 19Q: 3 clusters Score -1330414 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1330557.750000 Penalty: 4598.398438
	Iteration 20F: 3 clusters Score -1330558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1330674.125000 Penalty: 4598.398438
	Iteration 21Q: 3 clusters Score -1330674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1330763.125000 Penalty: 4598.398438
	Iteration 22Q: 3 clusters Score -1330763 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1330838.875000 Penalty: 4598.398438
	Iteration 23Q: 3 clusters Score -1330839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1330885.875000 Penalty: 4598.398438
	Iteration 24Q: 3 clusters Score -1330886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1330923.000000 Penalty: 4598.398438
	Iteration 25Q: 3 clusters Score -1330923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1330974.375000 Penalty: 4598.398438
	Iteration 26Q: 3 clusters Score -1330974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1331004.875000 Penalty: 4598.398438
	Iteration 27Q: 3 clusters Score -1331005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1331029.500000 Penalty: 4598.398438
	Iteration 28Q: 3 clusters Score -1331030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1331044.625000 Penalty: 4598.398438
	Iteration 29Q: 3 clusters Score -1331045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1331058.875000 Penalty: 4598.398438
	Iteration 30Q: 3 clusters Score -1331059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1331071.000000 Penalty: 4598.398438
	Iteration 31Q: 3 clusters Score -1331071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1331083.000000 Penalty: 4598.398438
	Iteration 32Q: 3 clusters Score -1331083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1331091.375000 Penalty: 4598.398438
	Iteration 33Q: 3 clusters Score -1331091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1331095.500000 Penalty: 4598.398438
	Iteration 34Q: 3 clusters Score -1331096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1331100.625000 Penalty: 4598.398438
	Iteration 35Q: 3 clusters Score -1331101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1331107.625000 Penalty: 4598.398438
	Iteration 36Q: 3 clusters Score -1331108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1331113.625000 Penalty: 4598.398438
	Iteration 37Q: 3 clusters Score -1331114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1331111.750000 Penalty: 4598.398438
	Iteration 38Q: 3 clusters Score -1331112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1331111.750000 Penalty: 4598.398438
	Iteration 39F: 3 clusters Score -1331112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -776624.687500 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -776624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -771352.000000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -771352 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -772764.125000 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -772764.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -773002.125000 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -773002.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -773160.250000 Penalty: 4333.617188
	Iteration 3Q: 3 clusters Score -773160.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -773282.312500 Penalty: 4333.617188
	Iteration 4Q: 3 clusters Score -773282.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -773390.812500 Penalty: 4333.617188
	Iteration 5Q: 3 clusters Score -773390.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -773496.062500 Penalty: 4333.617188
	Iteration 6Q: 3 clusters Score -773496.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -773598.375000 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -773598.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -773696.312500 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -773696.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -773807.625000 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -773807.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -773893.000000 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -773893 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -773967.062500 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -773967.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -774055.312500 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -774055.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -774136.562500 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -774136.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -774214.625000 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -774214.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -774274.312500 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -774274.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -774310.562500 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -774310.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -774349.062500 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -774349.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -774382.125000 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -774382.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -774411.812500 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -774411.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -774441.062500 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -774441.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -774475.375000 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -774475.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -774504.812500 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -774504.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -774530.562500 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -774530.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -774541.875000 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -774541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -774561.250000 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -774561.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -774571.750000 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -774571.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -774580.562500 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -774580.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -774582.937500 Penalty: 4333.617188
	Iteration 28Q: 3 clusters Score -774582.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -774589.125000 Penalty: 4333.617188
	Iteration 29Q: 3 clusters Score -774589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -774593.437500 Penalty: 4333.617188
	Iteration 30Q: 3 clusters Score -774593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -774595.687500 Penalty: 4333.617188
	Iteration 31Q: 3 clusters Score -774595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -774599.000000 Penalty: 4333.617188
	Iteration 32Q: 3 clusters Score -774599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -774600.250000 Penalty: 4333.617188
	Iteration 33Q: 3 clusters Score -774600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -774605.625000 Penalty: 4333.617188
	Iteration 34Q: 3 clusters Score -774605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -774604.750000 Penalty: 4333.617188
	Iteration 35Q: 3 clusters Score -774604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -774606.187500 Penalty: 4333.617188
	Iteration 36Q: 3 clusters Score -774606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -774606.687500 Penalty: 4333.617188
	Iteration 37Q: 3 clusters Score -774606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -774606.750000 Penalty: 4333.617188
	Iteration 38Q: 3 clusters Score -774606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -774607.500000 Penalty: 4333.617188
	Iteration 39Q: 3 clusters Score -774607.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -774612.312500 Penalty: 4333.617188
	Iteration 40F: 3 clusters Score -774612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -774612.625000 Penalty: 4333.617188
	Iteration 41Q: 3 clusters Score -774612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -774612.625000 Penalty: 4333.617188
	Iteration 42F: 3 clusters Score -774612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -3229669.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -3229669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3212709.750000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -3212710 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3218439.750000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -3218440 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3218874.000000 Penalty: 5015.574219
	Iteration 2Q: 3 clusters Score -3218874 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3219336.250000 Penalty: 5015.574219
	Iteration 3Q: 3 clusters Score -3219336 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3219912.000000 Penalty: 5015.574219
	Iteration 4Q: 3 clusters Score -3219912 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3220638.500000 Penalty: 5015.574219
	Iteration 5F: 3 clusters Score -3220638 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3221627.500000 Penalty: 5015.574219
	Iteration 6F: 3 clusters Score -3221628 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3222931.250000 Penalty: 5015.574219
	Iteration 7F: 3 clusters Score -3222931 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3224233.000000 Penalty: 5015.574219
	Iteration 8F: 3 clusters Score -3224233 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3225485.500000 Penalty: 5015.574219
	Iteration 9F: 3 clusters Score -3225486 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3226375.250000 Penalty: 5015.574219
	Iteration 10Q: 3 clusters Score -3226375 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3226788.500000 Penalty: 5015.574219
	Iteration 11Q: 3 clusters Score -3226788 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3227011.500000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -3227012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3227111.250000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -3227111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3227168.250000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -3227168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3227197.750000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -3227198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3227234.250000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -3227234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3227260.750000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -3227261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3227274.250000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -3227274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3227293.750000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -3227294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3227310.250000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -3227310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3227321.000000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -3227321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3227338.750000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -3227339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3227362.750000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -3227363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3227363.500000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -3227364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3227378.500000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -3227378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3227387.000000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -3227387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3227392.750000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -3227393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3227405.750000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -3227406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3227407.750000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -3227408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3227417.500000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -3227418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3227422.750000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -3227423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3227426.500000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -3227426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3227433.250000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -3227433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3227437.000000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -3227437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3227442.500000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -3227442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3227449.250000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -3227449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3227456.750000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -3227457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3227461.250000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -3227461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3227469.250000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -3227469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3227466.750000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -3227467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3227470.000000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -3227470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3227472.000000 Penalty: 5015.574219
	Iteration 42Q: 3 clusters Score -3227472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3227479.750000 Penalty: 5015.574219
	Iteration 43Q: 3 clusters Score -3227480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3227478.000000 Penalty: 5015.574219
	Iteration 44Q: 3 clusters Score -3227478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3227479.500000 Penalty: 5015.574219
	Iteration 45Q: 3 clusters Score -3227480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3227479.750000 Penalty: 5015.574219
	Iteration 46Q: 3 clusters Score -3227480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3227484.250000 Penalty: 5015.574219
	Iteration 47Q: 3 clusters Score -3227484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3227486.500000 Penalty: 5015.574219
	Iteration 48Q: 3 clusters Score -3227486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3227485.500000 Penalty: 5015.574219
	Iteration 49Q: 3 clusters Score -3227486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3227484.250000 Penalty: 5015.574219
	Iteration 50Q: 3 clusters Score -3227484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3227485.750000 Penalty: 5015.574219
	Iteration 51Q: 3 clusters Score -3227486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3227485.750000 Penalty: 5015.574219
	Iteration 52Q: 3 clusters Score -3227486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3227488.250000 Penalty: 5015.574219
	Iteration 53Q: 3 clusters Score -3227488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3227486.000000 Penalty: 5015.574219
	Iteration 54Q: 3 clusters Score -3227486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3227492.750000 Penalty: 5015.574219
	Iteration 55Q: 3 clusters Score -3227493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3227484.250000 Penalty: 5015.574219
	Iteration 56Q: 3 clusters Score -3227484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3227490.250000 Penalty: 5015.574219
	Iteration 57Q: 3 clusters Score -3227490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3227494.500000 Penalty: 5015.574219
	Iteration 58Q: 3 clusters Score -3227494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3227494.750000 Penalty: 5015.574219
	Iteration 59Q: 3 clusters Score -3227495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3227490.500000 Penalty: 5015.574219
	Iteration 60F: 3 clusters Score -3227490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3227489.250000 Penalty: 5015.574219
	Iteration 61Q: 3 clusters Score -3227489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3227490.250000 Penalty: 5015.574219
	Iteration 62Q: 3 clusters Score -3227490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3227487.750000 Penalty: 5015.574219
	Iteration 63Q: 3 clusters Score -3227488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3227486.000000 Penalty: 5015.574219
	Iteration 64Q: 3 clusters Score -3227486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3227486.250000 Penalty: 5015.574219
	Iteration 65Q: 3 clusters Score -3227486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3227492.000000 Penalty: 5015.574219
	Iteration 66Q: 3 clusters Score -3227492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3227488.500000 Penalty: 5015.574219
	Iteration 67Q: 3 clusters Score -3227488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3227489.250000 Penalty: 5015.574219
	Iteration 68Q: 3 clusters Score -3227489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3227488.500000 Penalty: 5015.574219
	Iteration 69Q: 3 clusters Score -3227488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3227488.500000 Penalty: 5015.574219
	Iteration 70F: 3 clusters Score -3227488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1249581.750000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1249582 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 5028 members 
Entering Unmasked Estep 
Score: -1241819.250000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1241819 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1244075.500000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1244076 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1244376.625000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1244377 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1244563.750000 Penalty: 4569.319824
	Iteration 3Q: 3 clusters Score -1244564 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1244721.625000 Penalty: 4569.319824
	Iteration 4Q: 3 clusters Score -1244722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1244862.250000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1244862 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1244999.625000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1245000 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1245131.500000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1245132 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1245295.125000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1245295 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1245462.500000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1245462 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1245639.250000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1245639 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1245822.500000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1245822 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1246013.125000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1246013 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1246172.750000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1246173 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1246315.000000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1246315 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1246436.250000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1246436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1246526.125000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1246526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1246603.750000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1246604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1246676.375000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1246676 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1246741.500000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1246742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1246807.500000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1246808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1246864.000000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1246864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1246910.375000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1246910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1246960.125000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1246960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1247008.750000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1247009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1247054.625000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1247055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1247093.625000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1247094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1247142.000000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1247142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1247195.750000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1247196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1247250.500000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1247250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1247289.000000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1247289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1247321.250000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1247321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1247357.000000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1247357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1247382.000000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1247382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1247408.500000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1247408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1247436.375000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1247436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1247458.125000 Penalty: 4569.319824
	Iteration 36Q: 3 clusters Score -1247458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1247479.250000 Penalty: 4569.319824
	Iteration 37Q: 3 clusters Score -1247479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1247496.000000 Penalty: 4569.319824
	Iteration 38Q: 3 clusters Score -1247496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1247517.125000 Penalty: 4569.319824
	Iteration 39Q: 3 clusters Score -1247517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1247535.000000 Penalty: 4569.319824
	Iteration 40F: 3 clusters Score -1247535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1247544.000000 Penalty: 4569.319824
	Iteration 41Q: 3 clusters Score -1247544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1247562.625000 Penalty: 4569.319824
	Iteration 42Q: 3 clusters Score -1247563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1247573.250000 Penalty: 4569.319824
	Iteration 43Q: 3 clusters Score -1247573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1247579.750000 Penalty: 4569.319824
	Iteration 44Q: 3 clusters Score -1247580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1247583.750000 Penalty: 4569.319824
	Iteration 45Q: 3 clusters Score -1247584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1247581.875000 Penalty: 4569.319824
	Iteration 46Q: 3 clusters Score -1247582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1247585.625000 Penalty: 4569.319824
	Iteration 47Q: 3 clusters Score -1247586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1247587.875000 Penalty: 4569.319824
	Iteration 48Q: 3 clusters Score -1247588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1247591.875000 Penalty: 4569.319824
	Iteration 49Q: 3 clusters Score -1247592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1247596.500000 Penalty: 4569.319824
	Iteration 50Q: 3 clusters Score -1247596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1247598.500000 Penalty: 4569.319824
	Iteration 51Q: 3 clusters Score -1247598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1247601.375000 Penalty: 4569.319824
	Iteration 52Q: 3 clusters Score -1247601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1247602.375000 Penalty: 4569.319824
	Iteration 53Q: 3 clusters Score -1247602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1247604.500000 Penalty: 4569.319824
	Iteration 54Q: 3 clusters Score -1247604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1247603.500000 Penalty: 4569.319824
	Iteration 55Q: 3 clusters Score -1247604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1247605.750000 Penalty: 4569.319824
	Iteration 56Q: 3 clusters Score -1247606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1247605.750000 Penalty: 4569.319824
	Iteration 57F: 3 clusters Score -1247606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -553174.187500 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -553174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -549013.625000 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -549013.6 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -549939.312500 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -549939.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -550139.625000 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -550139.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -550267.750000 Penalty: 4165.387695
	Iteration 3Q: 3 clusters Score -550267.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -550394.062500 Penalty: 4165.387695
	Iteration 4Q: 3 clusters Score -550394.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -550555.437500 Penalty: 4165.387695
	Iteration 5Q: 3 clusters Score -550555.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -550695.750000 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -550695.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -550833.625000 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -550833.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -550978.375000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -550978.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -551124.062500 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -551124.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -551250.062500 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -551250.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -551367.437500 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -551367.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -551473.500000 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -551473.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -551557.000000 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -551557 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -551628.687500 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -551628.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -551680.000000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -551680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -551731.625000 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -551731.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -551770.687500 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -551770.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -551804.875000 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -551804.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -551842.750000 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -551842.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -551869.000000 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -551869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -551889.687500 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -551889.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -551909.250000 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -551909.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -551920.687500 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -551920.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -551927.625000 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -551927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -551932.375000 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -551932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -551935.937500 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -551935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -551940.687500 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -551940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -551945.187500 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -551945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -551946.687500 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -551946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -551949.750000 Penalty: 4165.387695
	Iteration 30Q: 3 clusters Score -551949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -551953.562500 Penalty: 4165.387695
	Iteration 31Q: 3 clusters Score -551953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -551954.500000 Penalty: 4165.387695
	Iteration 32Q: 3 clusters Score -551954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -551955.562500 Penalty: 4165.387695
	Iteration 33Q: 3 clusters Score -551955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -551957.125000 Penalty: 4165.387695
	Iteration 34Q: 3 clusters Score -551957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -551957.750000 Penalty: 4165.387695
	Iteration 35Q: 3 clusters Score -551957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -551957.750000 Penalty: 4165.387695
	Iteration 36F: 3 clusters Score -551957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -192535.515625 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -192535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190198.328125 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -190198.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -190537.500000 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -190537.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -190639.937500 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -190639.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -190700.984375 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -190701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190737.968750 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -190738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -190759.734375 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -190759.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -190777.906250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -190777.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -190788.609375 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -190788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190795.046875 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -190795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -190806.468750 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -190806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -190812.453125 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -190812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -190818.406250 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -190818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -190824.875000 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -190824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -190830.703125 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -190830.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190835.218750 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -190835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -190839.359375 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -190839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -190844.734375 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -190844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -190846.859375 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -190846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190848.343750 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -190848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190850.406250 Penalty: 3653.756836
	Iteration 19Q: 3 clusters Score -190850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190851.468750 Penalty: 3653.756836
	Iteration 20F: 3 clusters Score -190851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190852.343750 Penalty: 3653.756836
	Iteration 21Q: 3 clusters Score -190852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190852.343750 Penalty: 3653.756836
	Iteration 22F: 3 clusters Score -190852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -260436.406250 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -260436.4 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 1115 members 
Entering Unmasked Estep 
Score: -257660.187500 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -257660.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258213.609375 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -258213.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258361.187500 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -258361.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258432.265625 Penalty: 3831.763672
	Iteration 3Q: 3 clusters Score -258432.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -258478.484375 Penalty: 3831.763672
	Iteration 4Q: 3 clusters Score -258478.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258517.187500 Penalty: 3831.763672
	Iteration 5Q: 3 clusters Score -258517.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258554.625000 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -258554.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -258598.281250 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -258598.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258634.562500 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -258634.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -258673.296875 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -258673.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258719.109375 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -258719.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -258747.500000 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -258747.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258762.281250 Penalty: 3831.763672
	Iteration 12Q: 3 clusters Score -258762.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -258774.765625 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -258774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -258781.921875 Penalty: 3831.763672
	Iteration 14Q: 3 clusters Score -258781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258784.187500 Penalty: 3831.763672
	Iteration 15Q: 3 clusters Score -258784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258787.421875 Penalty: 3831.763672
	Iteration 16Q: 3 clusters Score -258787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258788.593750 Penalty: 3831.763672
	Iteration 17Q: 3 clusters Score -258788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258788.890625 Penalty: 3831.763672
	Iteration 18Q: 3 clusters Score -258788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258792.578125 Penalty: 3831.763672
	Iteration 19Q: 3 clusters Score -258792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -258794.484375 Penalty: 3831.763672
	Iteration 20F: 3 clusters Score -258794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258795.875000 Penalty: 3831.763672
	Iteration 21Q: 3 clusters Score -258795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258798.140625 Penalty: 3831.763672
	Iteration 22Q: 3 clusters Score -258798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -258802.500000 Penalty: 3831.763672
	Iteration 23Q: 3 clusters Score -258802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -258805.906250 Penalty: 3831.763672
	Iteration 24Q: 3 clusters Score -258805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258810.687500 Penalty: 3831.763672
	Iteration 25Q: 3 clusters Score -258810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -258814.593750 Penalty: 3831.763672
	Iteration 26Q: 3 clusters Score -258814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258816.718750 Penalty: 3831.763672
	Iteration 27Q: 3 clusters Score -258816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258819.062500 Penalty: 3831.763672
	Iteration 28Q: 3 clusters Score -258819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -258821.125000 Penalty: 3831.763672
	Iteration 29Q: 3 clusters Score -258821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -258822.828125 Penalty: 3831.763672
	Iteration 30Q: 3 clusters Score -258822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -258825.062500 Penalty: 3831.763672
	Iteration 31Q: 3 clusters Score -258825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258829.250000 Penalty: 3831.763672
	Iteration 32Q: 3 clusters Score -258829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -258835.046875 Penalty: 3831.763672
	Iteration 33Q: 3 clusters Score -258835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -258838.281250 Penalty: 3831.763672
	Iteration 34Q: 3 clusters Score -258838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258841.343750 Penalty: 3831.763672
	Iteration 35Q: 3 clusters Score -258841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258843.687500 Penalty: 3831.763672
	Iteration 36Q: 3 clusters Score -258843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258844.687500 Penalty: 3831.763672
	Iteration 37Q: 3 clusters Score -258844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258844.687500 Penalty: 3831.763672
	Iteration 38F: 3 clusters Score -258844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -2310233.500000 Penalty: 2438.280518
	Iteration 0F: 2 clusters Score -2310234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2297118.500000 Penalty: 4876.561035
	Iteration 0F: 3 clusters Score -2297118 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2301450.250000 Penalty: 4876.561035
	Iteration 1F: 3 clusters Score -2301450 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2301909.250000 Penalty: 4876.561035
	Iteration 2F: 3 clusters Score -2301909 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2302240.750000 Penalty: 4876.561035
	Iteration 3Q: 3 clusters Score -2302241 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2302499.250000 Penalty: 4876.561035
	Iteration 4Q: 3 clusters Score -2302499 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2302756.750000 Penalty: 4876.561035
	Iteration 5Q: 3 clusters Score -2302757 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2303097.500000 Penalty: 4876.561035
	Iteration 6Q: 3 clusters Score -2303098 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2303611.500000 Penalty: 4876.561035
	Iteration 7Q: 3 clusters Score -2303612 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2304373.750000 Penalty: 4876.561035
	Iteration 8F: 3 clusters Score -2304374 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2305386.250000 Penalty: 4876.561035
	Iteration 9F: 3 clusters Score -2305386 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2306451.000000 Penalty: 4876.561035
	Iteration 10F: 3 clusters Score -2306451 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2307462.000000 Penalty: 4876.561035
	Iteration 11F: 3 clusters Score -2307462 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2308442.250000 Penalty: 4876.561035
	Iteration 12F: 3 clusters Score -2308442 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2309209.250000 Penalty: 4876.561035
	Iteration 13Q: 3 clusters Score -2309209 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2309570.250000 Penalty: 4876.561035
	Iteration 14Q: 3 clusters Score -2309570 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2309692.750000 Penalty: 4876.561035
	Iteration 15Q: 3 clusters Score -2309693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2309727.750000 Penalty: 4876.561035
	Iteration 16Q: 3 clusters Score -2309728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2309746.750000 Penalty: 4876.561035
	Iteration 17Q: 3 clusters Score -2309747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2309764.750000 Penalty: 4876.561035
	Iteration 18Q: 3 clusters Score -2309765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2309777.500000 Penalty: 4876.561035
	Iteration 19Q: 3 clusters Score -2309778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2309782.250000 Penalty: 4876.561035
	Iteration 20F: 3 clusters Score -2309782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2309784.750000 Penalty: 4876.561035
	Iteration 21Q: 3 clusters Score -2309785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2309792.750000 Penalty: 4876.561035
	Iteration 22Q: 3 clusters Score -2309793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2309793.750000 Penalty: 4876.561035
	Iteration 23Q: 3 clusters Score -2309794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2309794.250000 Penalty: 4876.561035
	Iteration 24Q: 3 clusters Score -2309794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2309791.750000 Penalty: 4876.561035
	Iteration 25Q: 3 clusters Score -2309792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2309787.250000 Penalty: 4876.561035
	Iteration 26Q: 3 clusters Score -2309787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2309792.000000 Penalty: 4876.561035
	Iteration 27Q: 3 clusters Score -2309792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2309796.000000 Penalty: 4876.561035
	Iteration 28Q: 3 clusters Score -2309796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2309797.500000 Penalty: 4876.561035
	Iteration 29Q: 3 clusters Score -2309798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2309799.250000 Penalty: 4876.561035
	Iteration 30Q: 3 clusters Score -2309799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2309799.500000 Penalty: 4876.561035
	Iteration 31Q: 3 clusters Score -2309800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2309799.750000 Penalty: 4876.561035
	Iteration 32Q: 3 clusters Score -2309800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2309801.000000 Penalty: 4876.561035
	Iteration 33Q: 3 clusters Score -2309801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2309798.250000 Penalty: 4876.561035
	Iteration 34Q: 3 clusters Score -2309798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2309797.500000 Penalty: 4876.561035
	Iteration 35Q: 3 clusters Score -2309798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2309801.500000 Penalty: 4876.561035
	Iteration 36Q: 3 clusters Score -2309802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2309799.500000 Penalty: 4876.561035
	Iteration 37Q: 3 clusters Score -2309800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2309801.250000 Penalty: 4876.561035
	Iteration 38Q: 3 clusters Score -2309801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2309802.000000 Penalty: 4876.561035
	Iteration 39Q: 3 clusters Score -2309802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2309806.000000 Penalty: 4876.561035
	Iteration 40F: 3 clusters Score -2309806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2309807.000000 Penalty: 4876.561035
	Iteration 41Q: 3 clusters Score -2309807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2309806.250000 Penalty: 4876.561035
	Iteration 42Q: 3 clusters Score -2309806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2309807.000000 Penalty: 4876.561035
	Iteration 43Q: 3 clusters Score -2309807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2309808.500000 Penalty: 4876.561035
	Iteration 44Q: 3 clusters Score -2309808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2309807.500000 Penalty: 4876.561035
	Iteration 45Q: 3 clusters Score -2309808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2309811.750000 Penalty: 4876.561035
	Iteration 46Q: 3 clusters Score -2309812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2309807.250000 Penalty: 4876.561035
	Iteration 47Q: 3 clusters Score -2309807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2309807.250000 Penalty: 4876.561035
	Iteration 48Q: 3 clusters Score -2309807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2309805.750000 Penalty: 4876.561035
	Iteration 49Q: 3 clusters Score -2309806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2309805.750000 Penalty: 4876.561035
	Iteration 50F: 3 clusters Score -2309806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Entering Unmasked Estep 
Score: -5048882.000000 Penalty: 2621.921875
	Iteration 0F: 2 clusters Score -5048882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5022431.000000 Penalty: 5243.843750
	Iteration 0F: 3 clusters Score -5022431 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -5031916.000000 Penalty: 5243.843750
	Iteration 1F: 3 clusters Score -5031916 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5032431.500000 Penalty: 5243.843750
	Iteration 2Q: 3 clusters Score -5032432 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5032855.000000 Penalty: 5243.843750
	Iteration 3Q: 3 clusters Score -5032855 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5033299.000000 Penalty: 5243.843750
	Iteration 4Q: 3 clusters Score -5033299 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -5033819.500000 Penalty: 5243.843750
	Iteration 5Q: 3 clusters Score -5033820 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -5034421.000000 Penalty: 5243.843750
	Iteration 6Q: 3 clusters Score -5034421 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5035191.000000 Penalty: 5243.843750
	Iteration 7Q: 3 clusters Score -5035191 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5036044.000000 Penalty: 5243.843750
	Iteration 8Q: 3 clusters Score -5036044 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5036973.500000 Penalty: 5243.843750
	Iteration 9F: 3 clusters Score -5036974 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -5038092.000000 Penalty: 5243.843750
	Iteration 10F: 3 clusters Score -5038092 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5039324.000000 Penalty: 5243.843750
	Iteration 11F: 3 clusters Score -5039324 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -5040621.000000 Penalty: 5243.843750
	Iteration 12F: 3 clusters Score -5040621 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5041920.500000 Penalty: 5243.843750
	Iteration 13Q: 3 clusters Score -5041920 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5043193.000000 Penalty: 5243.843750
	Iteration 14Q: 3 clusters Score -5043193 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5044327.500000 Penalty: 5243.843750
	Iteration 15Q: 3 clusters Score -5044328 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5045189.000000 Penalty: 5243.843750
	Iteration 16Q: 3 clusters Score -5045189 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5045750.500000 Penalty: 5243.843750
	Iteration 17Q: 3 clusters Score -5045750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5046073.000000 Penalty: 5243.843750
	Iteration 18Q: 3 clusters Score -5046073 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5046244.500000 Penalty: 5243.843750
	Iteration 19Q: 3 clusters Score -5046244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5046386.500000 Penalty: 5243.843750
	Iteration 20F: 3 clusters Score -5046386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5046457.500000 Penalty: 5243.843750
	Iteration 21Q: 3 clusters Score -5046458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5046490.000000 Penalty: 5243.843750
	Iteration 22Q: 3 clusters Score -5046490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5046519.500000 Penalty: 5243.843750
	Iteration 23Q: 3 clusters Score -5046520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5046553.000000 Penalty: 5243.843750
	Iteration 24Q: 3 clusters Score -5046553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5046586.500000 Penalty: 5243.843750
	Iteration 25Q: 3 clusters Score -5046586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5046609.000000 Penalty: 5243.843750
	Iteration 26Q: 3 clusters Score -5046609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5046611.500000 Penalty: 5243.843750
	Iteration 27Q: 3 clusters Score -5046612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5046622.500000 Penalty: 5243.843750
	Iteration 28Q: 3 clusters Score -5046622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5046626.500000 Penalty: 5243.843750
	Iteration 29Q: 3 clusters Score -5046626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5046638.500000 Penalty: 5243.843750
	Iteration 30Q: 3 clusters Score -5046638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5046641.500000 Penalty: 5243.843750
	Iteration 31Q: 3 clusters Score -5046642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5046648.000000 Penalty: 5243.843750
	Iteration 32Q: 3 clusters Score -5046648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5046653.500000 Penalty: 5243.843750
	Iteration 33Q: 3 clusters Score -5046654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5046654.000000 Penalty: 5243.843750
	Iteration 34Q: 3 clusters Score -5046654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5046653.000000 Penalty: 5243.843750
	Iteration 35Q: 3 clusters Score -5046653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5046657.500000 Penalty: 5243.843750
	Iteration 36Q: 3 clusters Score -5046658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5046657.500000 Penalty: 5243.843750
	Iteration 37Q: 3 clusters Score -5046658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5046663.500000 Penalty: 5243.843750
	Iteration 38Q: 3 clusters Score -5046664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5046662.000000 Penalty: 5243.843750
	Iteration 39Q: 3 clusters Score -5046662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5046662.000000 Penalty: 5243.843750
	Iteration 40F: 3 clusters Score -5046662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Entering Unmasked Estep 
Score: -1923557.625000 Penalty: 2391.841553
	Iteration 0F: 2 clusters Score -1923558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1912520.500000 Penalty: 4783.683105
	Iteration 0F: 3 clusters Score -1912520 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1915938.625000 Penalty: 4783.683105
	Iteration 1F: 3 clusters Score -1915939 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1916271.500000 Penalty: 4783.683105
	Iteration 2F: 3 clusters Score -1916272 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1916516.625000 Penalty: 4783.683105
	Iteration 3Q: 3 clusters Score -1916517 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1916716.875000 Penalty: 4783.683105
	Iteration 4Q: 3 clusters Score -1916717 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1916915.375000 Penalty: 4783.683105
	Iteration 5Q: 3 clusters Score -1916915 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1917122.250000 Penalty: 4783.683105
	Iteration 6Q: 3 clusters Score -1917122 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1917390.500000 Penalty: 4783.683105
	Iteration 7Q: 3 clusters Score -1917390 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1917802.375000 Penalty: 4783.683105
	Iteration 8Q: 3 clusters Score -1917802 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1918429.875000 Penalty: 4783.683105
	Iteration 9Q: 3 clusters Score -1918430 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1919278.250000 Penalty: 4783.683105
	Iteration 10F: 3 clusters Score -1919278 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1920272.500000 Penalty: 4783.683105
	Iteration 11F: 3 clusters Score -1920272 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1921153.375000 Penalty: 4783.683105
	Iteration 12F: 3 clusters Score -1921153 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1921662.625000 Penalty: 4783.683105
	Iteration 13F: 3 clusters Score -1921663 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1921931.875000 Penalty: 4783.683105
	Iteration 14Q: 3 clusters Score -1921932 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1922064.750000 Penalty: 4783.683105
	Iteration 15Q: 3 clusters Score -1922065 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1922143.000000 Penalty: 4783.683105
	Iteration 16Q: 3 clusters Score -1922143 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1922202.875000 Penalty: 4783.683105
	Iteration 17Q: 3 clusters Score -1922203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1922259.875000 Penalty: 4783.683105
	Iteration 18Q: 3 clusters Score -1922260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1922294.250000 Penalty: 4783.683105
	Iteration 19Q: 3 clusters Score -1922294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1922331.125000 Penalty: 4783.683105
	Iteration 20F: 3 clusters Score -1922331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1922355.125000 Penalty: 4783.683105
	Iteration 21Q: 3 clusters Score -1922355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1922387.375000 Penalty: 4783.683105
	Iteration 22Q: 3 clusters Score -1922387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1922416.125000 Penalty: 4783.683105
	Iteration 23Q: 3 clusters Score -1922416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1922443.375000 Penalty: 4783.683105
	Iteration 24Q: 3 clusters Score -1922443 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1922475.125000 Penalty: 4783.683105
	Iteration 25Q: 3 clusters Score -1922475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1922506.125000 Penalty: 4783.683105
	Iteration 26Q: 3 clusters Score -1922506 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1922526.875000 Penalty: 4783.683105
	Iteration 27Q: 3 clusters Score -1922527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1922559.750000 Penalty: 4783.683105
	Iteration 28Q: 3 clusters Score -1922560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1922588.250000 Penalty: 4783.683105
	Iteration 29Q: 3 clusters Score -1922588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1922612.000000 Penalty: 4783.683105
	Iteration 30Q: 3 clusters Score -1922612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1922627.000000 Penalty: 4783.683105
	Iteration 31Q: 3 clusters Score -1922627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1922649.625000 Penalty: 4783.683105
	Iteration 32Q: 3 clusters Score -1922650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1922663.250000 Penalty: 4783.683105
	Iteration 33Q: 3 clusters Score -1922663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1922675.375000 Penalty: 4783.683105
	Iteration 34Q: 3 clusters Score -1922675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1922684.000000 Penalty: 4783.683105
	Iteration 35Q: 3 clusters Score -1922684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1922689.000000 Penalty: 4783.683105
	Iteration 36Q: 3 clusters Score -1922689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1922698.500000 Penalty: 4783.683105
	Iteration 37Q: 3 clusters Score -1922698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1922707.750000 Penalty: 4783.683105
	Iteration 38Q: 3 clusters Score -1922708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1922713.750000 Penalty: 4783.683105
	Iteration 39Q: 3 clusters Score -1922714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1922720.250000 Penalty: 4783.683105
	Iteration 40F: 3 clusters Score -1922720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1922724.500000 Penalty: 4783.683105
	Iteration 41Q: 3 clusters Score -1922724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1922728.000000 Penalty: 4783.683105
	Iteration 42Q: 3 clusters Score -1922728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1922731.875000 Penalty: 4783.683105
	Iteration 43Q: 3 clusters Score -1922732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1922732.875000 Penalty: 4783.683105
	Iteration 44Q: 3 clusters Score -1922733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1922739.625000 Penalty: 4783.683105
	Iteration 45Q: 3 clusters Score -1922740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1922747.500000 Penalty: 4783.683105
	Iteration 46Q: 3 clusters Score -1922748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1922752.750000 Penalty: 4783.683105
	Iteration 47Q: 3 clusters Score -1922753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1922761.750000 Penalty: 4783.683105
	Iteration 48Q: 3 clusters Score -1922762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1922767.500000 Penalty: 4783.683105
	Iteration 49Q: 3 clusters Score -1922768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1922776.250000 Penalty: 4783.683105
	Iteration 50Q: 3 clusters Score -1922776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1922777.125000 Penalty: 4783.683105
	Iteration 51Q: 3 clusters Score -1922777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1922784.375000 Penalty: 4783.683105
	Iteration 52Q: 3 clusters Score -1922784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1922792.625000 Penalty: 4783.683105
	Iteration 53Q: 3 clusters Score -1922793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1922797.750000 Penalty: 4783.683105
	Iteration 54Q: 3 clusters Score -1922798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1922796.250000 Penalty: 4783.683105
	Iteration 55Q: 3 clusters Score -1922796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1922801.750000 Penalty: 4783.683105
	Iteration 56Q: 3 clusters Score -1922802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1922802.125000 Penalty: 4783.683105
	Iteration 57Q: 3 clusters Score -1922802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1922801.250000 Penalty: 4783.683105
	Iteration 58Q: 3 clusters Score -1922801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1922806.875000 Penalty: 4783.683105
	Iteration 59Q: 3 clusters Score -1922807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1922805.125000 Penalty: 4783.683105
	Iteration 60F: 3 clusters Score -1922805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1922806.750000 Penalty: 4783.683105
	Iteration 61Q: 3 clusters Score -1922807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1922810.875000 Penalty: 4783.683105
	Iteration 62Q: 3 clusters Score -1922811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1922809.500000 Penalty: 4783.683105
	Iteration 63Q: 3 clusters Score -1922810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1922812.500000 Penalty: 4783.683105
	Iteration 64Q: 3 clusters Score -1922812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1922816.000000 Penalty: 4783.683105
	Iteration 65Q: 3 clusters Score -1922816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1922815.625000 Penalty: 4783.683105
	Iteration 66Q: 3 clusters Score -1922816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1922818.750000 Penalty: 4783.683105
	Iteration 67Q: 3 clusters Score -1922819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1922819.125000 Penalty: 4783.683105
	Iteration 68Q: 3 clusters Score -1922819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1922821.250000 Penalty: 4783.683105
	Iteration 69Q: 3 clusters Score -1922821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1922825.375000 Penalty: 4783.683105
	Iteration 70Q: 3 clusters Score -1922825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1922824.000000 Penalty: 4783.683105
	Iteration 71Q: 3 clusters Score -1922824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1922821.500000 Penalty: 4783.683105
	Iteration 72Q: 3 clusters Score -1922822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1922828.000000 Penalty: 4783.683105
	Iteration 73Q: 3 clusters Score -1922828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1922825.500000 Penalty: 4783.683105
	Iteration 74Q: 3 clusters Score -1922826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1922825.250000 Penalty: 4783.683105
	Iteration 75Q: 3 clusters Score -1922825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1922824.500000 Penalty: 4783.683105
	Iteration 76Q: 3 clusters Score -1922824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1922824.375000 Penalty: 4783.683105
	Iteration 77Q: 3 clusters Score -1922824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1922824.375000 Penalty: 4783.683105
	Iteration 78F: 3 clusters Score -1922824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -412285.906250 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -412285.9 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 1877 members 
Entering Unmasked Estep 
Score: -408624.625000 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -408624.6 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -409472.375000 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -409472.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -409695.968750 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -409696 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -409815.781250 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -409815.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -409914.781250 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -409914.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -409987.593750 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -409987.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -410043.156250 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -410043.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -410081.531250 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -410081.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -410117.531250 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -410117.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -410148.812500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -410148.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -410187.843750 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -410187.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -410231.812500 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -410231.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -410279.750000 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -410279.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -410328.906250 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -410328.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -410388.906250 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -410388.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -410436.593750 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -410436.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -410469.312500 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -410469.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -410504.406250 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -410504.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -410530.406250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -410530.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -410560.968750 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -410561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -410585.562500 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -410585.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -410599.687500 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -410599.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -410611.343750 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -410611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -410618.500000 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -410618.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -410629.218750 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -410629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -410636.531250 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -410636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -410641.156250 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -410641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -410645.031250 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -410645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -410650.281250 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -410650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -410659.562500 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -410659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -410668.968750 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -410669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -410679.031250 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -410679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -410682.968750 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -410683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -410687.468750 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -410687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -410689.343750 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -410689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -410692.000000 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -410692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -410691.437500 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -410691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -410691.437500 Penalty: 4081.440674
	Iteration 37F: 3 clusters Score -410691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -791887.562500 Penalty: 2202.143799
	Iteration 0F: 2 clusters Score -791887.6 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 3603 members 
Entering Unmasked Estep 
Score: -786043.125000 Penalty: 4404.287598
	Iteration 0F: 3 clusters Score -786043.1 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -787944.562500 Penalty: 4404.287598
	Iteration 1F: 3 clusters Score -787944.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -788472.062500 Penalty: 4404.287598
	Iteration 2F: 3 clusters Score -788472.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -788860.187500 Penalty: 4404.287598
	Iteration 3F: 3 clusters Score -788860.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -789173.500000 Penalty: 4404.287598
	Iteration 4F: 3 clusters Score -789173.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -789448.187500 Penalty: 4404.287598
	Iteration 5F: 3 clusters Score -789448.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -789677.312500 Penalty: 4404.287598
	Iteration 6Q: 3 clusters Score -789677.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -789835.812500 Penalty: 4404.287598
	Iteration 7Q: 3 clusters Score -789835.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -789985.312500 Penalty: 4404.287598
	Iteration 8Q: 3 clusters Score -789985.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -790104.937500 Penalty: 4404.287598
	Iteration 9Q: 3 clusters Score -790104.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -790219.875000 Penalty: 4404.287598
	Iteration 10Q: 3 clusters Score -790219.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -790310.250000 Penalty: 4404.287598
	Iteration 11Q: 3 clusters Score -790310.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -790381.875000 Penalty: 4404.287598
	Iteration 12Q: 3 clusters Score -790381.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -790441.062500 Penalty: 4404.287598
	Iteration 13Q: 3 clusters Score -790441.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -790493.500000 Penalty: 4404.287598
	Iteration 14Q: 3 clusters Score -790493.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -790540.187500 Penalty: 4404.287598
	Iteration 15Q: 3 clusters Score -790540.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -790586.312500 Penalty: 4404.287598
	Iteration 16Q: 3 clusters Score -790586.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -790628.437500 Penalty: 4404.287598
	Iteration 17Q: 3 clusters Score -790628.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -790657.937500 Penalty: 4404.287598
	Iteration 18Q: 3 clusters Score -790657.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -790683.125000 Penalty: 4404.287598
	Iteration 19Q: 3 clusters Score -790683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -790713.187500 Penalty: 4404.287598
	Iteration 20F: 3 clusters Score -790713.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -790735.625000 Penalty: 4404.287598
	Iteration 21Q: 3 clusters Score -790735.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -790755.750000 Penalty: 4404.287598
	Iteration 22Q: 3 clusters Score -790755.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -790770.750000 Penalty: 4404.287598
	Iteration 23Q: 3 clusters Score -790770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -790781.812500 Penalty: 4404.287598
	Iteration 24Q: 3 clusters Score -790781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -790788.625000 Penalty: 4404.287598
	Iteration 25Q: 3 clusters Score -790788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -790791.187500 Penalty: 4404.287598
	Iteration 26Q: 3 clusters Score -790791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -790801.500000 Penalty: 4404.287598
	Iteration 27Q: 3 clusters Score -790801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -790810.125000 Penalty: 4404.287598
	Iteration 28Q: 3 clusters Score -790810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -790820.500000 Penalty: 4404.287598
	Iteration 29Q: 3 clusters Score -790820.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -790828.250000 Penalty: 4404.287598
	Iteration 30Q: 3 clusters Score -790828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -790836.875000 Penalty: 4404.287598
	Iteration 31Q: 3 clusters Score -790836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -790837.750000 Penalty: 4404.287598
	Iteration 32Q: 3 clusters Score -790837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -790840.937500 Penalty: 4404.287598
	Iteration 33Q: 3 clusters Score -790840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -790844.875000 Penalty: 4404.287598
	Iteration 34Q: 3 clusters Score -790844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -790846.812500 Penalty: 4404.287598
	Iteration 35Q: 3 clusters Score -790846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -790849.312500 Penalty: 4404.287598
	Iteration 36Q: 3 clusters Score -790849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -790850.625000 Penalty: 4404.287598
	Iteration 37Q: 3 clusters Score -790850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -790853.375000 Penalty: 4404.287598
	Iteration 38Q: 3 clusters Score -790853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -790853.562500 Penalty: 4404.287598
	Iteration 39Q: 3 clusters Score -790853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -790855.375000 Penalty: 4404.287598
	Iteration 40F: 3 clusters Score -790855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -790856.437500 Penalty: 4404.287598
	Iteration 41Q: 3 clusters Score -790856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -790858.375000 Penalty: 4404.287598
	Iteration 42Q: 3 clusters Score -790858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -790858.375000 Penalty: 4404.287598
	Iteration 43Q: 3 clusters Score -790858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -790858.375000 Penalty: 4404.287598
	Iteration 44F: 3 clusters Score -790858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -90497.890625 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90497.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88784.484375 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -88784.48 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89252.132812 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89252.13 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89572.531250 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89572.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89800.632812 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -89800.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89950.335938 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -89950.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90009.843750 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90009.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90048.179688 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -90048.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90112.437500 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -90112.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90152.867188 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -90152.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90182.937500 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -90182.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90200.585938 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -90200.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90220.898438 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -90220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90248.726562 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -90248.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90267.867188 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -90267.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90280.781250 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -90280.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90285.632812 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -90285.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90286.007812 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -90286.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90286.273438 Penalty: 3330.228516
	Iteration 17F: 3 clusters Score -90286.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90293.414062 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -90293.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90297.500000 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -90297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90309.632812 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -90309.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90317.007812 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -90317.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90327.078125 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -90327.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90334.906250 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -90334.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90358.820312 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -90358.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90366.929688 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -90366.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90366.929688 Penalty: 3330.228516
	Iteration 26F: 3 clusters Score -90366.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -990207.375000 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -990207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -983685.625000 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -983685.6 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -985429.187500 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -985429.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -985723.375000 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -985723.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -985979.375000 Penalty: 4464.606445
	Iteration 3F: 3 clusters Score -985979.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -986241.187500 Penalty: 4464.606445
	Iteration 4F: 3 clusters Score -986241.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -986549.812500 Penalty: 4464.606445
	Iteration 5F: 3 clusters Score -986549.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -986851.562500 Penalty: 4464.606445
	Iteration 6F: 3 clusters Score -986851.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -987142.562500 Penalty: 4464.606445
	Iteration 7F: 3 clusters Score -987142.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -987379.375000 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -987379.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -987552.937500 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -987552.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -987673.125000 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -987673.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -987745.687500 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -987745.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -987798.500000 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -987798.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -987841.562500 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -987841.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -987875.812500 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -987875.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -987899.437500 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -987899.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -987920.687500 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -987920.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -987939.750000 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -987939.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -987957.812500 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -987957.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -987974.250000 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -987974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -987980.875000 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -987980.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -987988.812500 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -987988.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -987996.250000 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -987996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -987997.062500 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -987997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -987999.312500 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -987999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -988003.187500 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -988003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -988004.500000 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -988004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -988005.937500 Penalty: 4464.606445
	Iteration 27Q: 3 clusters Score -988005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -988006.562500 Penalty: 4464.606445
	Iteration 28Q: 3 clusters Score -988006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -988012.875000 Penalty: 4464.606445
	Iteration 29Q: 3 clusters Score -988012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -988014.937500 Penalty: 4464.606445
	Iteration 30Q: 3 clusters Score -988014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -988016.312500 Penalty: 4464.606445
	Iteration 31Q: 3 clusters Score -988016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -988017.562500 Penalty: 4464.606445
	Iteration 32Q: 3 clusters Score -988017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -988019.437500 Penalty: 4464.606445
	Iteration 33Q: 3 clusters Score -988019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -988018.937500 Penalty: 4464.606445
	Iteration 34Q: 3 clusters Score -988018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -988022.312500 Penalty: 4464.606445
	Iteration 35Q: 3 clusters Score -988022.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -988024.375000 Penalty: 4464.606445
	Iteration 36Q: 3 clusters Score -988024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -988025.250000 Penalty: 4464.606445
	Iteration 37Q: 3 clusters Score -988025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -988028.750000 Penalty: 4464.606445
	Iteration 38Q: 3 clusters Score -988028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -988027.312500 Penalty: 4464.606445
	Iteration 39Q: 3 clusters Score -988027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -988027.812500 Penalty: 4464.606445
	Iteration 40F: 3 clusters Score -988027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -988030.312500 Penalty: 4464.606445
	Iteration 41Q: 3 clusters Score -988030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -988032.000000 Penalty: 4464.606445
	Iteration 42Q: 3 clusters Score -988032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -988033.687500 Penalty: 4464.606445
	Iteration 43Q: 3 clusters Score -988033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -988031.562500 Penalty: 4464.606445
	Iteration 44Q: 3 clusters Score -988031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -988034.437500 Penalty: 4464.606445
	Iteration 45Q: 3 clusters Score -988034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -988034.437500 Penalty: 4464.606445
	Iteration 46F: 3 clusters Score -988034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (354371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354371 members 
Entering Unmasked Estep 
Score: -45913488.000000 Penalty: 3168.968750
	Iteration 0F: 2 clusters Score -4.591349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177432 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -45703912.000000 Penalty: 6337.937500
	Iteration 0F: 3 clusters Score -4.570391e+07 nChanged 172381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180301 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -45805668.000000 Penalty: 6337.937500
	Iteration 1F: 3 clusters Score -4.580567e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181845 members 
Mstep: Class 2 contains 172526 members 
Entering Unmasked Estep 
Score: -45806768.000000 Penalty: 6337.937500
	Iteration 2Q: 3 clusters Score -4.580677e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184418 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -45808476.000000 Penalty: 6337.937500
	Iteration 3Q: 3 clusters Score -4.580848e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 165767 members 
Entering Unmasked Estep 
Score: -45810564.000000 Penalty: 6337.937500
	Iteration 4Q: 3 clusters Score -4.581056e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194836 members 
Mstep: Class 2 contains 159535 members 
Entering Unmasked Estep 
Score: -45813756.000000 Penalty: 6337.937500
	Iteration 5Q: 3 clusters Score -4.581376e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203669 members 
Mstep: Class 2 contains 150702 members 
Entering Unmasked Estep 
Score: -45818852.000000 Penalty: 6337.937500
	Iteration 6Q: 3 clusters Score -4.581885e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215760 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -45826472.000000 Penalty: 6337.937500
	Iteration 7Q: 3 clusters Score -4.582647e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229340 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -45838016.000000 Penalty: 6337.937500
	Iteration 8F: 3 clusters Score -4.583802e+07 nChanged 22093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241251 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -45852008.000000 Penalty: 6337.937500
	Iteration 9F: 3 clusters Score -4.585201e+07 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247690 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -45864988.000000 Penalty: 6337.937500
	Iteration 10F: 3 clusters Score -4.586499e+07 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248823 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -45871616.000000 Penalty: 6337.937500
	Iteration 11Q: 3 clusters Score -4.587162e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247569 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -45873328.000000 Penalty: 6337.937500
	Iteration 12Q: 3 clusters Score -4.587333e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245721 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -45873040.000000 Penalty: 6337.937500
	Iteration 13Q: 3 clusters Score -4.587304e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243547 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -45872672.000000 Penalty: 6337.937500
	Iteration 14Q: 3 clusters Score -4.587267e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241022 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -45872296.000000 Penalty: 6337.937500
	Iteration 15Q: 3 clusters Score -4.58723e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238144 members 
Mstep: Class 2 contains 116227 members 
Entering Unmasked Estep 
Score: -45872020.000000 Penalty: 6337.937500
	Iteration 16Q: 3 clusters Score -4.587202e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235009 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -45871672.000000 Penalty: 6337.937500
	Iteration 17Q: 3 clusters Score -4.587167e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231614 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -45871880.000000 Penalty: 6337.937500
	Iteration 18Q: 3 clusters Score -4.587188e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228179 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -45871620.000000 Penalty: 6337.937500
	Iteration 19Q: 3 clusters Score -4.587162e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224685 members 
Mstep: Class 2 contains 129686 members 
Entering Unmasked Estep 
Score: -45871692.000000 Penalty: 6337.937500
	Iteration 20F: 3 clusters Score -4.587169e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221007 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -45871616.000000 Penalty: 6337.937500
	Iteration 21Q: 3 clusters Score -4.587162e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217308 members 
Mstep: Class 2 contains 137063 members 
Entering Unmasked Estep 
Score: -45871616.000000 Penalty: 6337.937500
	Iteration 22Q: 3 clusters Score -4.587162e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213581 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -45872012.000000 Penalty: 6337.937500
	Iteration 23Q: 3 clusters Score -4.587201e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210007 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -45872564.000000 Penalty: 6337.937500
	Iteration 24Q: 3 clusters Score -4.587256e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206889 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -45872652.000000 Penalty: 6337.937500
	Iteration 25Q: 3 clusters Score -4.587265e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203991 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -45873084.000000 Penalty: 6337.937500
	Iteration 26Q: 3 clusters Score -4.587308e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201290 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -45873096.000000 Penalty: 6337.937500
	Iteration 27Q: 3 clusters Score -4.58731e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198721 members 
Mstep: Class 2 contains 155650 members 
Entering Unmasked Estep 
Score: -45872980.000000 Penalty: 6337.937500
	Iteration 28Q: 3 clusters Score -4.587298e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196254 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -45873212.000000 Penalty: 6337.937500
	Iteration 29Q: 3 clusters Score -4.587321e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -45873432.000000 Penalty: 6337.937500
	Iteration 30Q: 3 clusters Score -4.587343e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191855 members 
Mstep: Class 2 contains 162516 members 
Entering Unmasked Estep 
Score: -45873592.000000 Penalty: 6337.937500
	Iteration 31Q: 3 clusters Score -4.587359e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -45873780.000000 Penalty: 6337.937500
	Iteration 32Q: 3 clusters Score -4.587378e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -45874052.000000 Penalty: 6337.937500
	Iteration 33Q: 3 clusters Score -4.587405e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186047 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -45874128.000000 Penalty: 6337.937500
	Iteration 34Q: 3 clusters Score -4.587413e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -45874020.000000 Penalty: 6337.937500
	Iteration 35Q: 3 clusters Score -4.587402e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -45874076.000000 Penalty: 6337.937500
	Iteration 36Q: 3 clusters Score -4.587408e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179220 members 
Mstep: Class 2 contains 175151 members 
Entering Unmasked Estep 
Score: -45874296.000000 Penalty: 6337.937500
	Iteration 37Q: 3 clusters Score -4.58743e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -45874444.000000 Penalty: 6337.937500
	Iteration 38Q: 3 clusters Score -4.587444e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 180701 members 
Entering Unmasked Estep 
Score: -45874520.000000 Penalty: 6337.937500
	Iteration 39Q: 3 clusters Score -4.587452e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -45874604.000000 Penalty: 6337.937500
	Iteration 40F: 3 clusters Score -4.58746e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 186920 members 
Entering Unmasked Estep 
Score: -45874808.000000 Penalty: 6337.937500
	Iteration 41Q: 3 clusters Score -4.587481e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164106 members 
Mstep: Class 2 contains 190265 members 
Entering Unmasked Estep 
Score: -45874680.000000 Penalty: 6337.937500
	Iteration 42Q: 3 clusters Score -4.587468e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 194145 members 
Entering Unmasked Estep 
Score: -45874484.000000 Penalty: 6337.937500
	Iteration 43Q: 3 clusters Score -4.587448e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 198617 members 
Entering Unmasked Estep 
Score: -45874324.000000 Penalty: 6337.937500
	Iteration 44Q: 3 clusters Score -4.587432e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150458 members 
Mstep: Class 2 contains 203913 members 
Entering Unmasked Estep 
Score: -45874556.000000 Penalty: 6337.937500
	Iteration 45Q: 3 clusters Score -4.587456e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 210103 members 
Entering Unmasked Estep 
Score: -45874512.000000 Penalty: 6337.937500
	Iteration 46Q: 3 clusters Score -4.587451e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136745 members 
Mstep: Class 2 contains 217626 members 
Entering Unmasked Estep 
Score: -45874796.000000 Penalty: 6337.937500
	Iteration 47Q: 3 clusters Score -4.58748e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 226506 members 
Entering Unmasked Estep 
Score: -45875184.000000 Penalty: 6337.937500
	Iteration 48Q: 3 clusters Score -4.587518e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 236488 members 
Entering Unmasked Estep 
Score: -45875760.000000 Penalty: 6337.937500
	Iteration 49Q: 3 clusters Score -4.587576e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 247325 members 
Entering Unmasked Estep 
Score: -45877136.000000 Penalty: 6337.937500
	Iteration 50Q: 3 clusters Score -4.587714e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 258628 members 
Entering Unmasked Estep 
Score: -45878708.000000 Penalty: 6337.937500
	Iteration 51Q: 3 clusters Score -4.587871e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 269757 members 
Entering Unmasked Estep 
Score: -45880728.000000 Penalty: 6337.937500
	Iteration 52Q: 3 clusters Score -4.588073e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 280464 members 
Entering Unmasked Estep 
Score: -45882360.000000 Penalty: 6337.937500
	Iteration 53Q: 3 clusters Score -4.588236e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 290282 members 
Entering Unmasked Estep 
Score: -45883996.000000 Penalty: 6337.937500
	Iteration 54Q: 3 clusters Score -4.5884e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 299199 members 
Entering Unmasked Estep 
Score: -45885308.000000 Penalty: 6337.937500
	Iteration 55Q: 3 clusters Score -4.588531e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 307253 members 
Entering Unmasked Estep 
Score: -45886120.000000 Penalty: 6337.937500
	Iteration 56Q: 3 clusters Score -4.588612e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 314276 members 
Entering Unmasked Estep 
Score: -45887636.000000 Penalty: 6337.937500
	Iteration 57Q: 3 clusters Score -4.588764e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 320370 members 
Entering Unmasked Estep 
Score: -45888964.000000 Penalty: 6337.937500
	Iteration 58Q: 3 clusters Score -4.588896e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 325775 members 
Entering Unmasked Estep 
Score: -45890556.000000 Penalty: 6337.937500
	Iteration 59Q: 3 clusters Score -4.589056e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 330610 members 
Entering Unmasked Estep 
Score: -45896652.000000 Penalty: 6337.937500
	Iteration 60F: 3 clusters Score -4.589665e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 338047 members 
Entering Unmasked Estep 
Score: -45901156.000000 Penalty: 6337.937500
	Iteration 61Q: 3 clusters Score -4.590116e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 343143 members 
Entering Unmasked Estep 
Score: -45903228.000000 Penalty: 6337.937500
	Iteration 62Q: 3 clusters Score -4.590323e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 346784 members 
Entering Unmasked Estep 
Score: -45906348.000000 Penalty: 6337.937500
	Iteration 63Q: 3 clusters Score -4.590635e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 349327 members 
Entering Unmasked Estep 
Score: -45907916.000000 Penalty: 6337.937500
	Iteration 64Q: 3 clusters Score -4.590792e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 350985 members 
Entering Unmasked Estep 
Score: -45908924.000000 Penalty: 6337.937500
	Iteration 65Q: 3 clusters Score -4.590892e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 352053 members 
Entering Unmasked Estep 
Score: -45909472.000000 Penalty: 6337.937500
	Iteration 66Q: 3 clusters Score -4.590947e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 352724 members 
Entering Unmasked Estep 
Score: -45910072.000000 Penalty: 6337.937500
	Iteration 67Q: 3 clusters Score -4.591007e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 353122 members 
Entering Unmasked Estep 
Score: -45910244.000000 Penalty: 6337.937500
	Iteration 68Q: 3 clusters Score -4.591024e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 353355 members 
Entering Unmasked Estep 
Score: -45910388.000000 Penalty: 6337.937500
	Iteration 69Q: 3 clusters Score -4.591039e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 353512 members 
Entering Unmasked Estep 
Score: -45910432.000000 Penalty: 6337.937500
	Iteration 70Q: 3 clusters Score -4.591043e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 353607 members 
Entering Unmasked Estep 
Score: -45910536.000000 Penalty: 6337.937500
	Iteration 71Q: 3 clusters Score -4.591054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 353667 members 
Entering Unmasked Estep 
Score: -45910604.000000 Penalty: 6337.937500
	Iteration 72Q: 3 clusters Score -4.59106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 353714 members 
Entering Unmasked Estep 
Score: -45910604.000000 Penalty: 6337.937500
	Iteration 73Q: 3 clusters Score -4.59106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 353743 members 
Entering Unmasked Estep 
Score: -45910648.000000 Penalty: 6337.937500
	Iteration 74Q: 3 clusters Score -4.591065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 353782 members 
Entering Unmasked Estep 
Score: -45910696.000000 Penalty: 6337.937500
	Iteration 75Q: 3 clusters Score -4.59107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 353810 members 
Entering Unmasked Estep 
Score: -45910736.000000 Penalty: 6337.937500
	Iteration 76Q: 3 clusters Score -4.591074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 353822 members 
Entering Unmasked Estep 
Score: -45910784.000000 Penalty: 6337.937500
	Iteration 77Q: 3 clusters Score -4.591078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 353832 members 
Entering Unmasked Estep 
Score: -45910772.000000 Penalty: 6337.937500
	Iteration 78Q: 3 clusters Score -4.591077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 353838 members 
Entering Unmasked Estep 
Score: -45910772.000000 Penalty: 6337.937500
	Iteration 79Q: 3 clusters Score -4.591077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 353843 members 
Entering Unmasked Estep 
Score: -45910776.000000 Penalty: 6337.937500
	Iteration 80F: 3 clusters Score -4.591078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 353844 members 
Entering Unmasked Estep 
Score: -45910784.000000 Penalty: 6337.937500
	Iteration 81Q: 3 clusters Score -4.591078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353847 members 
Entering Unmasked Estep 
Score: -45910800.000000 Penalty: 6337.937500
	Iteration 82Q: 3 clusters Score -4.59108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353847 members 
Entering Unmasked Estep 
Score: -45910792.000000 Penalty: 6337.937500
	Iteration 83Q: 3 clusters Score -4.591079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353847 members 
Entering Unmasked Estep 
Score: -45910792.000000 Penalty: 6337.937500
	Iteration 84F: 3 clusters Score -4.591079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Entering Unmasked Estep 
Score: -5599300.000000 Penalty: 2651.145508
	Iteration 0F: 2 clusters Score -5599300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -5569446.000000 Penalty: 5302.291016
	Iteration 0F: 3 clusters Score -5569446 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5580789.500000 Penalty: 5302.291016
	Iteration 1F: 3 clusters Score -5580790 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5581316.000000 Penalty: 5302.291016
	Iteration 2Q: 3 clusters Score -5581316 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5581732.000000 Penalty: 5302.291016
	Iteration 3Q: 3 clusters Score -5581732 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -5582137.000000 Penalty: 5302.291016
	Iteration 4Q: 3 clusters Score -5582137 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5582580.500000 Penalty: 5302.291016
	Iteration 5Q: 3 clusters Score -5582580 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5583232.500000 Penalty: 5302.291016
	Iteration 6Q: 3 clusters Score -5583232 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5584203.500000 Penalty: 5302.291016
	Iteration 7Q: 3 clusters Score -5584204 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -5585564.000000 Penalty: 5302.291016
	Iteration 8F: 3 clusters Score -5585564 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5587588.000000 Penalty: 5302.291016
	Iteration 9F: 3 clusters Score -5587588 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5590316.500000 Penalty: 5302.291016
	Iteration 10F: 3 clusters Score -5590316 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5593005.500000 Penalty: 5302.291016
	Iteration 11F: 3 clusters Score -5593006 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5595084.500000 Penalty: 5302.291016
	Iteration 12Q: 3 clusters Score -5595084 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5596147.000000 Penalty: 5302.291016
	Iteration 13Q: 3 clusters Score -5596147 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5596561.000000 Penalty: 5302.291016
	Iteration 14Q: 3 clusters Score -5596561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5596719.500000 Penalty: 5302.291016
	Iteration 15Q: 3 clusters Score -5596720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5596788.500000 Penalty: 5302.291016
	Iteration 16Q: 3 clusters Score -5596788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5596832.000000 Penalty: 5302.291016
	Iteration 17Q: 3 clusters Score -5596832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -5596877.000000 Penalty: 5302.291016
	Iteration 18Q: 3 clusters Score -5596877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5596905.500000 Penalty: 5302.291016
	Iteration 19Q: 3 clusters Score -5596906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5596923.000000 Penalty: 5302.291016
	Iteration 20F: 3 clusters Score -5596923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5596932.000000 Penalty: 5302.291016
	Iteration 21Q: 3 clusters Score -5596932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5596940.000000 Penalty: 5302.291016
	Iteration 22Q: 3 clusters Score -5596940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5596946.500000 Penalty: 5302.291016
	Iteration 23Q: 3 clusters Score -5596946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5596946.500000 Penalty: 5302.291016
	Iteration 24F: 3 clusters Score -5596946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -83697.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -83697.45 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 391 members 
Entering Unmasked Estep 
Score: -82002.648438 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -82002.65 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82347.179688 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -82347.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82621.070312 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -82621.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82894.351562 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -82894.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83285.195312 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -83285.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83655.515625 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -83655.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83877.804688 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -83877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83963.445312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -83963.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84010.062500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84010.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84061.289062 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84061.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84138.835938 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84138.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84199.617188 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84199.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84221.031250 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84221.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84223.289062 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84223.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84225.843750 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84225.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84225.843750 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -84225.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 343 members 
Entering Unmasked Estep 
Score: -104963368.000000 Penalty: 125167.218750
Splitting cluster 18 changes total score from -104964576.000000 to -104963368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Entering Unmasked Estep 
Score: -2463587.000000 Penalty: 2438.333740
	Iteration 0F: 2 clusters Score -2463587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2450341.500000 Penalty: 4876.667480
	Iteration 0F: 3 clusters Score -2450342 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2454912.000000 Penalty: 4876.667480
	Iteration 1F: 3 clusters Score -2454912 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2455490.000000 Penalty: 4876.667480
	Iteration 2F: 3 clusters Score -2455490 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2456112.750000 Penalty: 4876.667480
	Iteration 3F: 3 clusters Score -2456113 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2456838.750000 Penalty: 4876.667480
	Iteration 4F: 3 clusters Score -2456839 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2457681.750000 Penalty: 4876.667480
	Iteration 5F: 3 clusters Score -2457682 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2458627.250000 Penalty: 4876.667480
	Iteration 6F: 3 clusters Score -2458627 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2459514.750000 Penalty: 4876.667480
	Iteration 7F: 3 clusters Score -2459515 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2460186.250000 Penalty: 4876.667480
	Iteration 8Q: 3 clusters Score -2460186 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2460691.500000 Penalty: 4876.667480
	Iteration 9Q: 3 clusters Score -2460692 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2461070.500000 Penalty: 4876.667480
	Iteration 10Q: 3 clusters Score -2461070 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2461311.500000 Penalty: 4876.667480
	Iteration 11Q: 3 clusters Score -2461312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2461455.250000 Penalty: 4876.667480
	Iteration 12Q: 3 clusters Score -2461455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2461530.000000 Penalty: 4876.667480
	Iteration 13Q: 3 clusters Score -2461530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2461586.750000 Penalty: 4876.667480
	Iteration 14Q: 3 clusters Score -2461587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2461611.750000 Penalty: 4876.667480
	Iteration 15Q: 3 clusters Score -2461612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2461640.750000 Penalty: 4876.667480
	Iteration 16Q: 3 clusters Score -2461641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2461654.750000 Penalty: 4876.667480
	Iteration 17Q: 3 clusters Score -2461655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2461673.500000 Penalty: 4876.667480
	Iteration 18Q: 3 clusters Score -2461674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2461680.500000 Penalty: 4876.667480
	Iteration 19Q: 3 clusters Score -2461680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2461687.500000 Penalty: 4876.667480
	Iteration 20F: 3 clusters Score -2461688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2461690.750000 Penalty: 4876.667480
	Iteration 21Q: 3 clusters Score -2461691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2461694.250000 Penalty: 4876.667480
	Iteration 22Q: 3 clusters Score -2461694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2461696.000000 Penalty: 4876.667480
	Iteration 23Q: 3 clusters Score -2461696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2461706.250000 Penalty: 4876.667480
	Iteration 24Q: 3 clusters Score -2461706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2461713.250000 Penalty: 4876.667480
	Iteration 25Q: 3 clusters Score -2461713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2461714.250000 Penalty: 4876.667480
	Iteration 26Q: 3 clusters Score -2461714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2461719.000000 Penalty: 4876.667480
	Iteration 27Q: 3 clusters Score -2461719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2461720.750000 Penalty: 4876.667480
	Iteration 28Q: 3 clusters Score -2461721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2461722.750000 Penalty: 4876.667480
	Iteration 29Q: 3 clusters Score -2461723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2461724.250000 Penalty: 4876.667480
	Iteration 30Q: 3 clusters Score -2461724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2461725.500000 Penalty: 4876.667480
	Iteration 31Q: 3 clusters Score -2461726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2461726.500000 Penalty: 4876.667480
	Iteration 32Q: 3 clusters Score -2461726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2461726.500000 Penalty: 4876.667480
	Iteration 33F: 3 clusters Score -2461726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Entering Unmasked Estep 
Score: -1843169.500000 Penalty: 2373.975098
	Iteration 0F: 2 clusters Score -1843170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1832687.500000 Penalty: 4747.950195
	Iteration 0F: 3 clusters Score -1832688 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1836053.375000 Penalty: 4747.950195
	Iteration 1F: 3 clusters Score -1836053 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1836493.750000 Penalty: 4747.950195
	Iteration 2F: 3 clusters Score -1836494 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1836911.375000 Penalty: 4747.950195
	Iteration 3F: 3 clusters Score -1836911 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1837305.125000 Penalty: 4747.950195
	Iteration 4F: 3 clusters Score -1837305 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1837686.625000 Penalty: 4747.950195
	Iteration 5Q: 3 clusters Score -1837687 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1838116.500000 Penalty: 4747.950195
	Iteration 6Q: 3 clusters Score -1838116 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1838629.000000 Penalty: 4747.950195
	Iteration 7F: 3 clusters Score -1838629 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1839233.875000 Penalty: 4747.950195
	Iteration 8F: 3 clusters Score -1839234 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1839890.000000 Penalty: 4747.950195
	Iteration 9F: 3 clusters Score -1839890 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1840452.500000 Penalty: 4747.950195
	Iteration 10Q: 3 clusters Score -1840452 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1840821.000000 Penalty: 4747.950195
	Iteration 11Q: 3 clusters Score -1840821 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1841005.500000 Penalty: 4747.950195
	Iteration 12Q: 3 clusters Score -1841006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1841131.250000 Penalty: 4747.950195
	Iteration 13Q: 3 clusters Score -1841131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1841212.625000 Penalty: 4747.950195
	Iteration 14Q: 3 clusters Score -1841213 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1841267.750000 Penalty: 4747.950195
	Iteration 15Q: 3 clusters Score -1841268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1841306.000000 Penalty: 4747.950195
	Iteration 16Q: 3 clusters Score -1841306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1841330.125000 Penalty: 4747.950195
	Iteration 17Q: 3 clusters Score -1841330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1841357.500000 Penalty: 4747.950195
	Iteration 18Q: 3 clusters Score -1841358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1841381.375000 Penalty: 4747.950195
	Iteration 19Q: 3 clusters Score -1841381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1841407.750000 Penalty: 4747.950195
	Iteration 20F: 3 clusters Score -1841408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1841436.625000 Penalty: 4747.950195
	Iteration 21Q: 3 clusters Score -1841437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1841463.000000 Penalty: 4747.950195
	Iteration 22Q: 3 clusters Score -1841463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1841500.125000 Penalty: 4747.950195
	Iteration 23Q: 3 clusters Score -1841500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1841527.875000 Penalty: 4747.950195
	Iteration 24Q: 3 clusters Score -1841528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1841544.750000 Penalty: 4747.950195
	Iteration 25Q: 3 clusters Score -1841545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1841562.875000 Penalty: 4747.950195
	Iteration 26Q: 3 clusters Score -1841563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1841573.000000 Penalty: 4747.950195
	Iteration 27Q: 3 clusters Score -1841573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1841580.250000 Penalty: 4747.950195
	Iteration 28Q: 3 clusters Score -1841580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1841580.750000 Penalty: 4747.950195
	Iteration 29Q: 3 clusters Score -1841581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1841585.875000 Penalty: 4747.950195
	Iteration 30Q: 3 clusters Score -1841586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1841589.125000 Penalty: 4747.950195
	Iteration 31Q: 3 clusters Score -1841589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1841594.000000 Penalty: 4747.950195
	Iteration 32Q: 3 clusters Score -1841594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1841591.875000 Penalty: 4747.950195
	Iteration 33Q: 3 clusters Score -1841592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1841596.375000 Penalty: 4747.950195
	Iteration 34Q: 3 clusters Score -1841596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1841597.875000 Penalty: 4747.950195
	Iteration 35Q: 3 clusters Score -1841598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1841600.875000 Penalty: 4747.950195
	Iteration 36Q: 3 clusters Score -1841601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1841605.500000 Penalty: 4747.950195
	Iteration 37Q: 3 clusters Score -1841606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1841606.375000 Penalty: 4747.950195
	Iteration 38Q: 3 clusters Score -1841606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1841606.375000 Penalty: 4747.950195
	Iteration 39F: 3 clusters Score -1841606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Entering Unmasked Estep 
Score: -9019065.000000 Penalty: 2763.260742
	Iteration 0F: 2 clusters Score -9019065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -8972866.000000 Penalty: 5526.521484
	Iteration 0F: 3 clusters Score -8972866 nChanged 32064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8991130.000000 Penalty: 5526.521484
	Iteration 1F: 3 clusters Score -8991130 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8991995.000000 Penalty: 5526.521484
	Iteration 2Q: 3 clusters Score -8991995 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -8993020.000000 Penalty: 5526.521484
	Iteration 3Q: 3 clusters Score -8993020 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -8994390.000000 Penalty: 5526.521484
	Iteration 4Q: 3 clusters Score -8994390 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8996266.000000 Penalty: 5526.521484
	Iteration 5Q: 3 clusters Score -8996266 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8998989.000000 Penalty: 5526.521484
	Iteration 6F: 3 clusters Score -8998989 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -9002379.000000 Penalty: 5526.521484
	Iteration 7F: 3 clusters Score -9002379 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -9006217.000000 Penalty: 5526.521484
	Iteration 8F: 3 clusters Score -9006217 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -9009402.000000 Penalty: 5526.521484
	Iteration 9F: 3 clusters Score -9009402 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -9011563.000000 Penalty: 5526.521484
	Iteration 10Q: 3 clusters Score -9011563 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -9012875.000000 Penalty: 5526.521484
	Iteration 11Q: 3 clusters Score -9012875 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -9013695.000000 Penalty: 5526.521484
	Iteration 12Q: 3 clusters Score -9013695 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -9014400.000000 Penalty: 5526.521484
	Iteration 13Q: 3 clusters Score -9014400 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -9015090.000000 Penalty: 5526.521484
	Iteration 14Q: 3 clusters Score -9015090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -9015864.000000 Penalty: 5526.521484
	Iteration 15Q: 3 clusters Score -9015864 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -9016593.000000 Penalty: 5526.521484
	Iteration 16Q: 3 clusters Score -9016593 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9017221.000000 Penalty: 5526.521484
	Iteration 17Q: 3 clusters Score -9017221 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -9017621.000000 Penalty: 5526.521484
	Iteration 18Q: 3 clusters Score -9017621 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -9017836.000000 Penalty: 5526.521484
	Iteration 19Q: 3 clusters Score -9017836 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -9017979.000000 Penalty: 5526.521484
	Iteration 20F: 3 clusters Score -9017979 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -9018103.000000 Penalty: 5526.521484
	Iteration 21Q: 3 clusters Score -9018103 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -9018161.000000 Penalty: 5526.521484
	Iteration 22Q: 3 clusters Score -9018161 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -9018184.000000 Penalty: 5526.521484
	Iteration 23Q: 3 clusters Score -9018184 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -9018190.000000 Penalty: 5526.521484
	Iteration 24Q: 3 clusters Score -9018190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -9018217.000000 Penalty: 5526.521484
	Iteration 25Q: 3 clusters Score -9018217 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -9018225.000000 Penalty: 5526.521484
	Iteration 26Q: 3 clusters Score -9018225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -9018235.000000 Penalty: 5526.521484
	Iteration 27Q: 3 clusters Score -9018235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9018242.000000 Penalty: 5526.521484
	Iteration 28Q: 3 clusters Score -9018242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -9018253.000000 Penalty: 5526.521484
	Iteration 29Q: 3 clusters Score -9018253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -9018267.000000 Penalty: 5526.521484
	Iteration 30Q: 3 clusters Score -9018267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -9018259.000000 Penalty: 5526.521484
	Iteration 31Q: 3 clusters Score -9018259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -9018255.000000 Penalty: 5526.521484
	Iteration 32Q: 3 clusters Score -9018255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -9018253.000000 Penalty: 5526.521484
	Iteration 33Q: 3 clusters Score -9018253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -9018272.000000 Penalty: 5526.521484
	Iteration 34Q: 3 clusters Score -9018272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -9018263.000000 Penalty: 5526.521484
	Iteration 35Q: 3 clusters Score -9018263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -9018279.000000 Penalty: 5526.521484
	Iteration 36Q: 3 clusters Score -9018279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -9018271.000000 Penalty: 5526.521484
	Iteration 37Q: 3 clusters Score -9018271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -9018270.000000 Penalty: 5526.521484
	Iteration 38Q: 3 clusters Score -9018270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -9018286.000000 Penalty: 5526.521484
	Iteration 39Q: 3 clusters Score -9018286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -9018288.000000 Penalty: 5526.521484
	Iteration 40F: 3 clusters Score -9018288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -9018285.000000 Penalty: 5526.521484
	Iteration 41Q: 3 clusters Score -9018285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -9018282.000000 Penalty: 5526.521484
	Iteration 42Q: 3 clusters Score -9018282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -9018268.000000 Penalty: 5526.521484
	Iteration 43Q: 3 clusters Score -9018268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -9018286.000000 Penalty: 5526.521484
	Iteration 44Q: 3 clusters Score -9018286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -9018282.000000 Penalty: 5526.521484
	Iteration 45Q: 3 clusters Score -9018282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -9018304.000000 Penalty: 5526.521484
	Iteration 46Q: 3 clusters Score -9018304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -9018293.000000 Penalty: 5526.521484
	Iteration 47Q: 3 clusters Score -9018293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -9018294.000000 Penalty: 5526.521484
	Iteration 48Q: 3 clusters Score -9018294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -9018296.000000 Penalty: 5526.521484
	Iteration 49Q: 3 clusters Score -9018296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -9018297.000000 Penalty: 5526.521484
	Iteration 50Q: 3 clusters Score -9018297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -9018293.000000 Penalty: 5526.521484
	Iteration 51Q: 3 clusters Score -9018293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -9018292.000000 Penalty: 5526.521484
	Iteration 52Q: 3 clusters Score -9018292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -9018300.000000 Penalty: 5526.521484
	Iteration 53Q: 3 clusters Score -9018300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -9018300.000000 Penalty: 5526.521484
	Iteration 54Q: 3 clusters Score -9018300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -9018308.000000 Penalty: 5526.521484
	Iteration 55Q: 3 clusters Score -9018308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -9018306.000000 Penalty: 5526.521484
	Iteration 56Q: 3 clusters Score -9018306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -9018308.000000 Penalty: 5526.521484
	Iteration 57Q: 3 clusters Score -9018308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -9018309.000000 Penalty: 5526.521484
	Iteration 58Q: 3 clusters Score -9018309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -9018307.000000 Penalty: 5526.521484
	Iteration 59Q: 3 clusters Score -9018307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -9018311.000000 Penalty: 5526.521484
	Iteration 60F: 3 clusters Score -9018311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -9018309.000000 Penalty: 5526.521484
	Iteration 61Q: 3 clusters Score -9018309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -9018311.000000 Penalty: 5526.521484
	Iteration 62Q: 3 clusters Score -9018311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -9018307.000000 Penalty: 5526.521484
	Iteration 63Q: 3 clusters Score -9018307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -9018311.000000 Penalty: 5526.521484
	Iteration 64Q: 3 clusters Score -9018311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -9018322.000000 Penalty: 5526.521484
	Iteration 65Q: 3 clusters Score -9018322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -9018312.000000 Penalty: 5526.521484
	Iteration 66Q: 3 clusters Score -9018312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -9018317.000000 Penalty: 5526.521484
	Iteration 67Q: 3 clusters Score -9018317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -9018313.000000 Penalty: 5526.521484
	Iteration 68Q: 3 clusters Score -9018313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -9018320.000000 Penalty: 5526.521484
	Iteration 69Q: 3 clusters Score -9018320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -9018312.000000 Penalty: 5526.521484
	Iteration 70Q: 3 clusters Score -9018312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -9018320.000000 Penalty: 5526.521484
	Iteration 71Q: 3 clusters Score -9018320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -9018314.000000 Penalty: 5526.521484
	Iteration 72Q: 3 clusters Score -9018314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -9018324.000000 Penalty: 5526.521484
	Iteration 73Q: 3 clusters Score -9018324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -9018324.000000 Penalty: 5526.521484
	Iteration 74Q: 3 clusters Score -9018324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -9018314.000000 Penalty: 5526.521484
	Iteration 75Q: 3 clusters Score -9018314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -9018322.000000 Penalty: 5526.521484
	Iteration 76Q: 3 clusters Score -9018322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -9018319.000000 Penalty: 5526.521484
	Iteration 77Q: 3 clusters Score -9018319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -9018321.000000 Penalty: 5526.521484
	Iteration 78Q: 3 clusters Score -9018321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -9018323.000000 Penalty: 5526.521484
	Iteration 79Q: 3 clusters Score -9018323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -9018324.000000 Penalty: 5526.521484
	Iteration 80F: 3 clusters Score -9018324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -9018321.000000 Penalty: 5526.521484
	Iteration 81Q: 3 clusters Score -9018321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -9018322.000000 Penalty: 5526.521484
	Iteration 82Q: 3 clusters Score -9018322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -9018319.000000 Penalty: 5526.521484
	Iteration 83Q: 3 clusters Score -9018319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -9018322.000000 Penalty: 5526.521484
	Iteration 84Q: 3 clusters Score -9018322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -9018335.000000 Penalty: 5526.521484
	Iteration 85Q: 3 clusters Score -9018335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -9018326.000000 Penalty: 5526.521484
	Iteration 86Q: 3 clusters Score -9018326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -9018328.000000 Penalty: 5526.521484
	Iteration 87Q: 3 clusters Score -9018328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -9018328.000000 Penalty: 5526.521484
	Iteration 88F: 3 clusters Score -9018328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Entering Unmasked Estep 
Score: -5935570.500000 Penalty: 2678.314941
	Iteration 0F: 2 clusters Score -5935570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5902598.500000 Penalty: 5356.629883
	Iteration 0F: 3 clusters Score -5902598 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5915514.500000 Penalty: 5356.629883
	Iteration 1F: 3 clusters Score -5915514 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5916254.500000 Penalty: 5356.629883
	Iteration 2Q: 3 clusters Score -5916254 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -5917066.000000 Penalty: 5356.629883
	Iteration 3Q: 3 clusters Score -5917066 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5917975.500000 Penalty: 5356.629883
	Iteration 4Q: 3 clusters Score -5917976 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5919098.500000 Penalty: 5356.629883
	Iteration 5Q: 3 clusters Score -5919098 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5920465.500000 Penalty: 5356.629883
	Iteration 6F: 3 clusters Score -5920466 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5922187.500000 Penalty: 5356.629883
	Iteration 7F: 3 clusters Score -5922188 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5924199.500000 Penalty: 5356.629883
	Iteration 8F: 3 clusters Score -5924200 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5926260.000000 Penalty: 5356.629883
	Iteration 9F: 3 clusters Score -5926260 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5928057.500000 Penalty: 5356.629883
	Iteration 10Q: 3 clusters Score -5928058 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -5929507.500000 Penalty: 5356.629883
	Iteration 11Q: 3 clusters Score -5929508 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5930506.500000 Penalty: 5356.629883
	Iteration 12Q: 3 clusters Score -5930506 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5931259.500000 Penalty: 5356.629883
	Iteration 13Q: 3 clusters Score -5931260 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5931831.500000 Penalty: 5356.629883
	Iteration 14Q: 3 clusters Score -5931832 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5932280.000000 Penalty: 5356.629883
	Iteration 15Q: 3 clusters Score -5932280 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5932580.000000 Penalty: 5356.629883
	Iteration 16Q: 3 clusters Score -5932580 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5932792.000000 Penalty: 5356.629883
	Iteration 17Q: 3 clusters Score -5932792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5932904.500000 Penalty: 5356.629883
	Iteration 18Q: 3 clusters Score -5932904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -5933003.500000 Penalty: 5356.629883
	Iteration 19Q: 3 clusters Score -5933004 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5933082.500000 Penalty: 5356.629883
	Iteration 20F: 3 clusters Score -5933082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -5933136.000000 Penalty: 5356.629883
	Iteration 21Q: 3 clusters Score -5933136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5933202.500000 Penalty: 5356.629883
	Iteration 22Q: 3 clusters Score -5933202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5933248.000000 Penalty: 5356.629883
	Iteration 23Q: 3 clusters Score -5933248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -5933260.500000 Penalty: 5356.629883
	Iteration 24Q: 3 clusters Score -5933260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -5933284.500000 Penalty: 5356.629883
	Iteration 25Q: 3 clusters Score -5933284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5933293.500000 Penalty: 5356.629883
	Iteration 26Q: 3 clusters Score -5933294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -5933298.000000 Penalty: 5356.629883
	Iteration 27Q: 3 clusters Score -5933298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5933301.500000 Penalty: 5356.629883
	Iteration 28Q: 3 clusters Score -5933302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -5933306.000000 Penalty: 5356.629883
	Iteration 29Q: 3 clusters Score -5933306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -5933307.000000 Penalty: 5356.629883
	Iteration 30Q: 3 clusters Score -5933307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -5933312.500000 Penalty: 5356.629883
	Iteration 31Q: 3 clusters Score -5933312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -5933305.000000 Penalty: 5356.629883
	Iteration 32Q: 3 clusters Score -5933305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -5933306.000000 Penalty: 5356.629883
	Iteration 33Q: 3 clusters Score -5933306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5933310.500000 Penalty: 5356.629883
	Iteration 34Q: 3 clusters Score -5933310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5933309.000000 Penalty: 5356.629883
	Iteration 35Q: 3 clusters Score -5933309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -5933312.500000 Penalty: 5356.629883
	Iteration 36Q: 3 clusters Score -5933312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -5933309.000000 Penalty: 5356.629883
	Iteration 37Q: 3 clusters Score -5933309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5933309.500000 Penalty: 5356.629883
	Iteration 38Q: 3 clusters Score -5933310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5933309.500000 Penalty: 5356.629883
	Iteration 39F: 3 clusters Score -5933310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -452747.187500 Penalty: 2035.097290
	Iteration 0F: 2 clusters Score -452747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -449031.062500 Penalty: 4070.194580
	Iteration 0F: 3 clusters Score -449031.1 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -449778.500000 Penalty: 4070.194580
	Iteration 1F: 3 clusters Score -449778.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -449961.406250 Penalty: 4070.194580
	Iteration 2F: 3 clusters Score -449961.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -450086.781250 Penalty: 4070.194580
	Iteration 3F: 3 clusters Score -450086.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -450163.250000 Penalty: 4070.194580
	Iteration 4Q: 3 clusters Score -450163.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -450224.656250 Penalty: 4070.194580
	Iteration 5Q: 3 clusters Score -450224.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -450280.250000 Penalty: 4070.194580
	Iteration 6Q: 3 clusters Score -450280.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -450338.093750 Penalty: 4070.194580
	Iteration 7Q: 3 clusters Score -450338.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -450380.625000 Penalty: 4070.194580
	Iteration 8Q: 3 clusters Score -450380.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -450421.343750 Penalty: 4070.194580
	Iteration 9Q: 3 clusters Score -450421.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -450461.312500 Penalty: 4070.194580
	Iteration 10Q: 3 clusters Score -450461.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -450500.875000 Penalty: 4070.194580
	Iteration 11Q: 3 clusters Score -450500.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -450540.406250 Penalty: 4070.194580
	Iteration 12Q: 3 clusters Score -450540.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -450586.031250 Penalty: 4070.194580
	Iteration 13Q: 3 clusters Score -450586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -450625.968750 Penalty: 4070.194580
	Iteration 14Q: 3 clusters Score -450626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -450679.593750 Penalty: 4070.194580
	Iteration 15Q: 3 clusters Score -450679.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -450729.250000 Penalty: 4070.194580
	Iteration 16Q: 3 clusters Score -450729.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -450770.156250 Penalty: 4070.194580
	Iteration 17Q: 3 clusters Score -450770.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -450810.531250 Penalty: 4070.194580
	Iteration 18Q: 3 clusters Score -450810.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -450843.718750 Penalty: 4070.194580
	Iteration 19Q: 3 clusters Score -450843.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -450874.031250 Penalty: 4070.194580
	Iteration 20F: 3 clusters Score -450874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -450898.687500 Penalty: 4070.194580
	Iteration 21Q: 3 clusters Score -450898.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -450917.687500 Penalty: 4070.194580
	Iteration 22Q: 3 clusters Score -450917.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -450937.781250 Penalty: 4070.194580
	Iteration 23Q: 3 clusters Score -450937.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -450957.906250 Penalty: 4070.194580
	Iteration 24Q: 3 clusters Score -450957.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -450972.593750 Penalty: 4070.194580
	Iteration 25Q: 3 clusters Score -450972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -450978.843750 Penalty: 4070.194580
	Iteration 26Q: 3 clusters Score -450978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -450982.281250 Penalty: 4070.194580
	Iteration 27Q: 3 clusters Score -450982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -450985.218750 Penalty: 4070.194580
	Iteration 28Q: 3 clusters Score -450985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -450988.000000 Penalty: 4070.194580
	Iteration 29Q: 3 clusters Score -450988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -450990.281250 Penalty: 4070.194580
	Iteration 30Q: 3 clusters Score -450990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -450992.125000 Penalty: 4070.194580
	Iteration 31Q: 3 clusters Score -450992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -450994.031250 Penalty: 4070.194580
	Iteration 32Q: 3 clusters Score -450994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -450996.781250 Penalty: 4070.194580
	Iteration 33Q: 3 clusters Score -450996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -450999.500000 Penalty: 4070.194580
	Iteration 34Q: 3 clusters Score -450999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -451001.250000 Penalty: 4070.194580
	Iteration 35Q: 3 clusters Score -451001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -451001.437500 Penalty: 4070.194580
	Iteration 36Q: 3 clusters Score -451001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -451001.437500 Penalty: 4070.194580
	Iteration 37F: 3 clusters Score -451001.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Entering Unmasked Estep 
Score: -1009203.562500 Penalty: 2254.733887
	Iteration 0F: 2 clusters Score -1009204 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 4471 members 
Entering Unmasked Estep 
Score: -1002292.000000 Penalty: 4509.467773
	Iteration 0F: 3 clusters Score -1002292 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1004261.375000 Penalty: 4509.467773
	Iteration 1F: 3 clusters Score -1004261 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1004647.187500 Penalty: 4509.467773
	Iteration 2F: 3 clusters Score -1004647 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1004925.062500 Penalty: 4509.467773
	Iteration 3F: 3 clusters Score -1004925 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1005163.062500 Penalty: 4509.467773
	Iteration 4F: 3 clusters Score -1005163 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1005350.312500 Penalty: 4509.467773
	Iteration 5Q: 3 clusters Score -1005350 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1005485.312500 Penalty: 4509.467773
	Iteration 6Q: 3 clusters Score -1005485 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1005603.125000 Penalty: 4509.467773
	Iteration 7Q: 3 clusters Score -1005603 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1005705.500000 Penalty: 4509.467773
	Iteration 8Q: 3 clusters Score -1005706 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1005796.937500 Penalty: 4509.467773
	Iteration 9Q: 3 clusters Score -1005797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1005867.750000 Penalty: 4509.467773
	Iteration 10Q: 3 clusters Score -1005868 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1005931.312500 Penalty: 4509.467773
	Iteration 11Q: 3 clusters Score -1005931 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1005978.812500 Penalty: 4509.467773
	Iteration 12Q: 3 clusters Score -1005979 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1006029.312500 Penalty: 4509.467773
	Iteration 13Q: 3 clusters Score -1006029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1006089.062500 Penalty: 4509.467773
	Iteration 14Q: 3 clusters Score -1006089 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1006142.375000 Penalty: 4509.467773
	Iteration 15Q: 3 clusters Score -1006142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1006194.750000 Penalty: 4509.467773
	Iteration 16Q: 3 clusters Score -1006195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1006253.812500 Penalty: 4509.467773
	Iteration 17Q: 3 clusters Score -1006254 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1006323.250000 Penalty: 4509.467773
	Iteration 18Q: 3 clusters Score -1006323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1006391.875000 Penalty: 4509.467773
	Iteration 19Q: 3 clusters Score -1006392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1006460.125000 Penalty: 4509.467773
	Iteration 20F: 3 clusters Score -1006460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1006539.562500 Penalty: 4509.467773
	Iteration 21Q: 3 clusters Score -1006540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1006629.625000 Penalty: 4509.467773
	Iteration 22Q: 3 clusters Score -1006630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1006737.937500 Penalty: 4509.467773
	Iteration 23Q: 3 clusters Score -1006738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1006873.375000 Penalty: 4509.467773
	Iteration 24Q: 3 clusters Score -1006873 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1007013.937500 Penalty: 4509.467773
	Iteration 25Q: 3 clusters Score -1007014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1007123.812500 Penalty: 4509.467773
	Iteration 26Q: 3 clusters Score -1007124 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1007233.000000 Penalty: 4509.467773
	Iteration 27Q: 3 clusters Score -1007233 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1007338.312500 Penalty: 4509.467773
	Iteration 28Q: 3 clusters Score -1007338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1007420.312500 Penalty: 4509.467773
	Iteration 29Q: 3 clusters Score -1007420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1007486.562500 Penalty: 4509.467773
	Iteration 30Q: 3 clusters Score -1007487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1007550.937500 Penalty: 4509.467773
	Iteration 31Q: 3 clusters Score -1007551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1007602.125000 Penalty: 4509.467773
	Iteration 32Q: 3 clusters Score -1007602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1007637.062500 Penalty: 4509.467773
	Iteration 33Q: 3 clusters Score -1007637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1007662.500000 Penalty: 4509.467773
	Iteration 34Q: 3 clusters Score -1007662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1007679.750000 Penalty: 4509.467773
	Iteration 35Q: 3 clusters Score -1007680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1007687.375000 Penalty: 4509.467773
	Iteration 36Q: 3 clusters Score -1007687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1007690.750000 Penalty: 4509.467773
	Iteration 37Q: 3 clusters Score -1007691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1007691.312500 Penalty: 4509.467773
	Iteration 38Q: 3 clusters Score -1007691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1007691.125000 Penalty: 4509.467773
	Iteration 39Q: 3 clusters Score -1007691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1007695.375000 Penalty: 4509.467773
	Iteration 40F: 3 clusters Score -1007695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1007697.250000 Penalty: 4509.467773
	Iteration 41Q: 3 clusters Score -1007697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1007699.125000 Penalty: 4509.467773
	Iteration 42Q: 3 clusters Score -1007699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1007700.500000 Penalty: 4509.467773
	Iteration 43Q: 3 clusters Score -1007700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1007702.937500 Penalty: 4509.467773
	Iteration 44Q: 3 clusters Score -1007703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1007704.062500 Penalty: 4509.467773
	Iteration 45Q: 3 clusters Score -1007704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1007705.000000 Penalty: 4509.467773
	Iteration 46Q: 3 clusters Score -1007705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1007705.687500 Penalty: 4509.467773
	Iteration 47Q: 3 clusters Score -1007706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1007705.812500 Penalty: 4509.467773
	Iteration 48Q: 3 clusters Score -1007706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1007707.875000 Penalty: 4509.467773
	Iteration 49Q: 3 clusters Score -1007708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1007707.875000 Penalty: 4509.467773
	Iteration 50F: 3 clusters Score -1007708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -386039.531250 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -386039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -382690.875000 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -382690.9 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -383353.156250 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -383353.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -383509.312500 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -383509.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -383603.250000 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -383603.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -383668.656250 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -383668.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -383714.156250 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -383714.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -383746.406250 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -383746.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -383772.750000 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -383772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383789.812500 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -383789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383805.875000 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -383805.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383823.593750 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -383823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383836.937500 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -383836.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -383845.531250 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -383845.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -383852.125000 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -383852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -383855.906250 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -383855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -383857.562500 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -383857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383859.500000 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -383859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383861.781250 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -383861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -383861.625000 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -383861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383861.687500 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -383861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383862.593750 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -383862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383863.000000 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -383863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -383864.156250 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -383864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383864.625000 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -383864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383864.625000 Penalty: 3991.247070
	Iteration 24F: 3 clusters Score -383864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -315488.312500 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -315488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312348.781250 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -312348.8 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -313127.468750 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -313127.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -313341.781250 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -313341.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -313484.656250 Penalty: 3955.538818
	Iteration 3F: 3 clusters Score -313484.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -313584.562500 Penalty: 3955.538818
	Iteration 4Q: 3 clusters Score -313584.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -313646.718750 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -313646.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -313688.593750 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -313688.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -313720.343750 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -313720.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -313747.781250 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -313747.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -313782.156250 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -313782.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -313814.187500 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -313814.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -313845.000000 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -313845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -313873.031250 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -313873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -313895.218750 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -313895.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -313917.187500 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -313917.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -313941.093750 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -313941.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313953.312500 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -313953.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -313964.375000 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -313964.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -313972.406250 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -313972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -313982.156250 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -313982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -313991.968750 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -313992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -314004.812500 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -314004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -314018.468750 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -314018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -314029.781250 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -314029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -314041.093750 Penalty: 3955.538818
	Iteration 24Q: 3 clusters Score -314041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -314050.187500 Penalty: 3955.538818
	Iteration 25Q: 3 clusters Score -314050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -314054.937500 Penalty: 3955.538818
	Iteration 26Q: 3 clusters Score -314054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -314059.937500 Penalty: 3955.538818
	Iteration 27Q: 3 clusters Score -314059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -314066.187500 Penalty: 3955.538818
	Iteration 28Q: 3 clusters Score -314066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -314071.687500 Penalty: 3955.538818
	Iteration 29Q: 3 clusters Score -314071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -314074.687500 Penalty: 3955.538818
	Iteration 30Q: 3 clusters Score -314074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -314076.437500 Penalty: 3955.538818
	Iteration 31Q: 3 clusters Score -314076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -314077.656250 Penalty: 3955.538818
	Iteration 32Q: 3 clusters Score -314077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -314079.781250 Penalty: 3955.538818
	Iteration 33Q: 3 clusters Score -314079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -314081.468750 Penalty: 3955.538818
	Iteration 34Q: 3 clusters Score -314081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -314082.343750 Penalty: 3955.538818
	Iteration 35Q: 3 clusters Score -314082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -314082.843750 Penalty: 3955.538818
	Iteration 36Q: 3 clusters Score -314082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -314083.656250 Penalty: 3955.538818
	Iteration 37Q: 3 clusters Score -314083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -314083.656250 Penalty: 3955.538818
	Iteration 38F: 3 clusters Score -314083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -139205.046875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -139205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137062.156250 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -137062.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -137680.312500 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -137680.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -138128.343750 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -138128.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -138513.765625 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -138513.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -138777.000000 Penalty: 3618.011230
	Iteration 4F: 3 clusters Score -138777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -138904.578125 Penalty: 3618.011230
	Iteration 5F: 3 clusters Score -138904.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -138970.015625 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -138970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -139018.062500 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -139018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -139063.421875 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -139063.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -139091.375000 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -139091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -139105.187500 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -139105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -139115.781250 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -139115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -139117.468750 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -139117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -139120.703125 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -139120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -139121.500000 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -139121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -139121.500000 Penalty: 3618.011230
	Iteration 15F: 3 clusters Score -139121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -1329128.500000 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -1329128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1320937.250000 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -1320937 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1323365.625000 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -1323366 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1323729.625000 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -1323730 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1324065.125000 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -1324065 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1324384.500000 Penalty: 4609.797363
	Iteration 4F: 3 clusters Score -1324384 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1324709.000000 Penalty: 4609.797363
	Iteration 5F: 3 clusters Score -1324709 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1325028.375000 Penalty: 4609.797363
	Iteration 6Q: 3 clusters Score -1325028 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1325323.250000 Penalty: 4609.797363
	Iteration 7Q: 3 clusters Score -1325323 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1325620.000000 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -1325620 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1325868.750000 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -1325869 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1326065.750000 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -1326066 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1326220.250000 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -1326220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1326359.500000 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -1326360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1326475.125000 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -1326475 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1326578.000000 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -1326578 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1326677.250000 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -1326677 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1326760.625000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -1326761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1326826.125000 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -1326826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1326883.000000 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -1326883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1326936.375000 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -1326936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1326989.250000 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -1326989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1327048.500000 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -1327048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1327088.250000 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -1327088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1327121.375000 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -1327121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1327143.625000 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -1327144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1327157.000000 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -1327157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1327180.125000 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -1327180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1327196.375000 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -1327196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1327209.625000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -1327210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1327222.500000 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -1327222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1327234.625000 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -1327235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1327247.250000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -1327247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1327257.625000 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -1327258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1327269.250000 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -1327269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1327276.500000 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -1327276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1327289.625000 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -1327290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1327299.250000 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -1327299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1327307.000000 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -1327307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1327310.875000 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -1327311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1327313.750000 Penalty: 4609.797363
	Iteration 39Q: 3 clusters Score -1327314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1327321.000000 Penalty: 4609.797363
	Iteration 40F: 3 clusters Score -1327321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1327327.000000 Penalty: 4609.797363
	Iteration 41Q: 3 clusters Score -1327327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1327328.625000 Penalty: 4609.797363
	Iteration 42Q: 3 clusters Score -1327329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1327333.125000 Penalty: 4609.797363
	Iteration 43Q: 3 clusters Score -1327333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1327336.125000 Penalty: 4609.797363
	Iteration 44Q: 3 clusters Score -1327336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1327340.625000 Penalty: 4609.797363
	Iteration 45Q: 3 clusters Score -1327341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1327347.750000 Penalty: 4609.797363
	Iteration 46Q: 3 clusters Score -1327348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1327357.500000 Penalty: 4609.797363
	Iteration 47Q: 3 clusters Score -1327358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1327362.875000 Penalty: 4609.797363
	Iteration 48Q: 3 clusters Score -1327363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1327367.625000 Penalty: 4609.797363
	Iteration 49Q: 3 clusters Score -1327368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1327369.500000 Penalty: 4609.797363
	Iteration 50Q: 3 clusters Score -1327370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1327374.125000 Penalty: 4609.797363
	Iteration 51Q: 3 clusters Score -1327374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1327376.000000 Penalty: 4609.797363
	Iteration 52Q: 3 clusters Score -1327376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1327378.375000 Penalty: 4609.797363
	Iteration 53Q: 3 clusters Score -1327378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1327378.250000 Penalty: 4609.797363
	Iteration 54Q: 3 clusters Score -1327378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1327383.750000 Penalty: 4609.797363
	Iteration 55Q: 3 clusters Score -1327384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1327383.250000 Penalty: 4609.797363
	Iteration 56Q: 3 clusters Score -1327383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1327383.250000 Penalty: 4609.797363
	Iteration 57F: 3 clusters Score -1327383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Entering Unmasked Estep 
Score: -2324940.250000 Penalty: 2424.249512
	Iteration 0F: 2 clusters Score -2324940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2312395.750000 Penalty: 4848.499023
	Iteration 0F: 3 clusters Score -2312396 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2316514.500000 Penalty: 4848.499023
	Iteration 1F: 3 clusters Score -2316514 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2316860.750000 Penalty: 4848.499023
	Iteration 2F: 3 clusters Score -2316861 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2317131.750000 Penalty: 4848.499023
	Iteration 3Q: 3 clusters Score -2317132 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2317363.000000 Penalty: 4848.499023
	Iteration 4Q: 3 clusters Score -2317363 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2317535.000000 Penalty: 4848.499023
	Iteration 5Q: 3 clusters Score -2317535 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2317687.750000 Penalty: 4848.499023
	Iteration 6Q: 3 clusters Score -2317688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2317847.500000 Penalty: 4848.499023
	Iteration 7Q: 3 clusters Score -2317848 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2318010.500000 Penalty: 4848.499023
	Iteration 8Q: 3 clusters Score -2318010 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2318191.250000 Penalty: 4848.499023
	Iteration 9Q: 3 clusters Score -2318191 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2318411.500000 Penalty: 4848.499023
	Iteration 10Q: 3 clusters Score -2318412 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2318668.000000 Penalty: 4848.499023
	Iteration 11Q: 3 clusters Score -2318668 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2318955.750000 Penalty: 4848.499023
	Iteration 12Q: 3 clusters Score -2318956 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2319286.250000 Penalty: 4848.499023
	Iteration 13Q: 3 clusters Score -2319286 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2319680.500000 Penalty: 4848.499023
	Iteration 14Q: 3 clusters Score -2319680 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2320072.750000 Penalty: 4848.499023
	Iteration 15Q: 3 clusters Score -2320073 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2320435.000000 Penalty: 4848.499023
	Iteration 16Q: 3 clusters Score -2320435 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2320736.000000 Penalty: 4848.499023
	Iteration 17Q: 3 clusters Score -2320736 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2320993.250000 Penalty: 4848.499023
	Iteration 18Q: 3 clusters Score -2320993 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2321215.250000 Penalty: 4848.499023
	Iteration 19Q: 3 clusters Score -2321215 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2321435.250000 Penalty: 4848.499023
	Iteration 20F: 3 clusters Score -2321435 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2321591.000000 Penalty: 4848.499023
	Iteration 21Q: 3 clusters Score -2321591 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2321747.500000 Penalty: 4848.499023
	Iteration 22Q: 3 clusters Score -2321748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2321903.500000 Penalty: 4848.499023
	Iteration 23Q: 3 clusters Score -2321904 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2322037.750000 Penalty: 4848.499023
	Iteration 24Q: 3 clusters Score -2322038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2322157.250000 Penalty: 4848.499023
	Iteration 25Q: 3 clusters Score -2322157 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2322264.500000 Penalty: 4848.499023
	Iteration 26Q: 3 clusters Score -2322264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2322354.750000 Penalty: 4848.499023
	Iteration 27Q: 3 clusters Score -2322355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2322440.000000 Penalty: 4848.499023
	Iteration 28Q: 3 clusters Score -2322440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2322498.750000 Penalty: 4848.499023
	Iteration 29Q: 3 clusters Score -2322499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2322534.250000 Penalty: 4848.499023
	Iteration 30Q: 3 clusters Score -2322534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2322565.750000 Penalty: 4848.499023
	Iteration 31Q: 3 clusters Score -2322566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2322582.750000 Penalty: 4848.499023
	Iteration 32Q: 3 clusters Score -2322583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2322607.250000 Penalty: 4848.499023
	Iteration 33Q: 3 clusters Score -2322607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2322634.250000 Penalty: 4848.499023
	Iteration 34Q: 3 clusters Score -2322634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2322660.000000 Penalty: 4848.499023
	Iteration 35Q: 3 clusters Score -2322660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2322675.750000 Penalty: 4848.499023
	Iteration 36Q: 3 clusters Score -2322676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2322686.750000 Penalty: 4848.499023
	Iteration 37Q: 3 clusters Score -2322687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2322703.000000 Penalty: 4848.499023
	Iteration 38Q: 3 clusters Score -2322703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2322711.750000 Penalty: 4848.499023
	Iteration 39Q: 3 clusters Score -2322712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2322718.500000 Penalty: 4848.499023
	Iteration 40F: 3 clusters Score -2322718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2322723.500000 Penalty: 4848.499023
	Iteration 41Q: 3 clusters Score -2322724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2322732.750000 Penalty: 4848.499023
	Iteration 42Q: 3 clusters Score -2322733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2322737.250000 Penalty: 4848.499023
	Iteration 43Q: 3 clusters Score -2322737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2322742.250000 Penalty: 4848.499023
	Iteration 44Q: 3 clusters Score -2322742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2322743.250000 Penalty: 4848.499023
	Iteration 45Q: 3 clusters Score -2322743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2322748.750000 Penalty: 4848.499023
	Iteration 46Q: 3 clusters Score -2322749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2322753.500000 Penalty: 4848.499023
	Iteration 47Q: 3 clusters Score -2322754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2322756.000000 Penalty: 4848.499023
	Iteration 48Q: 3 clusters Score -2322756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2322760.000000 Penalty: 4848.499023
	Iteration 49Q: 3 clusters Score -2322760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2322760.500000 Penalty: 4848.499023
	Iteration 50Q: 3 clusters Score -2322760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2322764.250000 Penalty: 4848.499023
	Iteration 51Q: 3 clusters Score -2322764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2322766.000000 Penalty: 4848.499023
	Iteration 52Q: 3 clusters Score -2322766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2322765.000000 Penalty: 4848.499023
	Iteration 53Q: 3 clusters Score -2322765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2322766.750000 Penalty: 4848.499023
	Iteration 54Q: 3 clusters Score -2322767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2322768.750000 Penalty: 4848.499023
	Iteration 55Q: 3 clusters Score -2322769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2322768.750000 Penalty: 4848.499023
	Iteration 56F: 3 clusters Score -2322769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65357.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -65357.78 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 328 members 
Entering Unmasked Estep 
Score: -63868.214844 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -63868.21 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64340.441406 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64340.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64675.859375 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -64675.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64965.441406 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -64965.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65245.582031 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -65245.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65404.707031 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -65404.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65478.484375 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65478.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -65518.613281 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -65518.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -65560.976562 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -65560.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -65650.687500 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -65650.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -65763.617188 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -65763.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65831.765625 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -65831.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65859.289062 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -65859.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65891.351562 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -65891.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65967.007812 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -65967.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66007.421875 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -66007.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66012.609375 Penalty: 3204.888184
	Iteration 16F: 3 clusters Score -66012.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66043.617188 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -66043.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66130.101562 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -66130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66333.828125 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -66333.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66407.148438 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -66407.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -66472.500000 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -66472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66475.140625 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -66475.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66475.140625 Penalty: 3204.888184
	Iteration 23F: 3 clusters Score -66475.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 183 members 
Entering Unmasked Estep 
Score: -104963952.000000 Penalty: 125167.218750
Splitting cluster 30 changes total score from -104964576.000000 to -104963952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1920816.250000 Penalty: 2376.089844
	Iteration 0F: 2 clusters Score -1920816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1910263.000000 Penalty: 4752.179688
	Iteration 0F: 3 clusters Score -1910263 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1913436.250000 Penalty: 4752.179688
	Iteration 1F: 3 clusters Score -1913436 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1913792.625000 Penalty: 4752.179688
	Iteration 2F: 3 clusters Score -1913793 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1914112.750000 Penalty: 4752.179688
	Iteration 3F: 3 clusters Score -1914113 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1914428.375000 Penalty: 4752.179688
	Iteration 4Q: 3 clusters Score -1914428 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1914793.250000 Penalty: 4752.179688
	Iteration 5Q: 3 clusters Score -1914793 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1915275.625000 Penalty: 4752.179688
	Iteration 6F: 3 clusters Score -1915276 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1915903.625000 Penalty: 4752.179688
	Iteration 7F: 3 clusters Score -1915904 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1916607.625000 Penalty: 4752.179688
	Iteration 8F: 3 clusters Score -1916608 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1917327.625000 Penalty: 4752.179688
	Iteration 9F: 3 clusters Score -1917328 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1917907.750000 Penalty: 4752.179688
	Iteration 10Q: 3 clusters Score -1917908 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1918280.875000 Penalty: 4752.179688
	Iteration 11Q: 3 clusters Score -1918281 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1918471.375000 Penalty: 4752.179688
	Iteration 12Q: 3 clusters Score -1918471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1918580.625000 Penalty: 4752.179688
	Iteration 13Q: 3 clusters Score -1918581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1918643.375000 Penalty: 4752.179688
	Iteration 14Q: 3 clusters Score -1918643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1918677.375000 Penalty: 4752.179688
	Iteration 15Q: 3 clusters Score -1918677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1918695.375000 Penalty: 4752.179688
	Iteration 16Q: 3 clusters Score -1918695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1918709.000000 Penalty: 4752.179688
	Iteration 17Q: 3 clusters Score -1918709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1918715.625000 Penalty: 4752.179688
	Iteration 18Q: 3 clusters Score -1918716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1918717.875000 Penalty: 4752.179688
	Iteration 19Q: 3 clusters Score -1918718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1918720.750000 Penalty: 4752.179688
	Iteration 20F: 3 clusters Score -1918721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1918725.000000 Penalty: 4752.179688
	Iteration 21Q: 3 clusters Score -1918725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1918726.375000 Penalty: 4752.179688
	Iteration 22Q: 3 clusters Score -1918726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1918733.250000 Penalty: 4752.179688
	Iteration 23Q: 3 clusters Score -1918733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1918742.250000 Penalty: 4752.179688
	Iteration 24Q: 3 clusters Score -1918742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1918748.750000 Penalty: 4752.179688
	Iteration 25Q: 3 clusters Score -1918749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1918755.625000 Penalty: 4752.179688
	Iteration 26Q: 3 clusters Score -1918756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1918759.750000 Penalty: 4752.179688
	Iteration 27Q: 3 clusters Score -1918760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1918769.500000 Penalty: 4752.179688
	Iteration 28Q: 3 clusters Score -1918770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1918774.125000 Penalty: 4752.179688
	Iteration 29Q: 3 clusters Score -1918774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1918774.125000 Penalty: 4752.179688
	Iteration 30F: 3 clusters Score -1918774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -481532.812500 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -481532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -477637.187500 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -477637.2 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -478469.468750 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -478469.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -478644.125000 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -478644.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -478757.281250 Penalty: 4104.586426
	Iteration 3Q: 3 clusters Score -478757.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -478858.625000 Penalty: 4104.586426
	Iteration 4Q: 3 clusters Score -478858.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -478937.843750 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -478937.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -479025.562500 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -479025.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -479136.593750 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -479136.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -479268.625000 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -479268.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -479454.562500 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -479454.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479639.968750 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -479640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -479781.875000 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -479781.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -479916.968750 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -479917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -480022.375000 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -480022.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -480096.093750 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -480096.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -480156.437500 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -480156.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -480207.406250 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -480207.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -480245.062500 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -480245.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -480275.875000 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -480275.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -480302.218750 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -480302.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -480324.625000 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -480324.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -480339.843750 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -480339.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -480355.406250 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -480355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -480371.625000 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -480371.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -480381.968750 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -480382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480391.968750 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -480392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -480395.281250 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -480395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -480400.906250 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -480400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -480402.312500 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -480402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -480404.218750 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -480404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -480405.093750 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -480405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -480408.281250 Penalty: 4104.586426
	Iteration 31Q: 3 clusters Score -480408.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -480412.531250 Penalty: 4104.586426
	Iteration 32Q: 3 clusters Score -480412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480416.750000 Penalty: 4104.586426
	Iteration 33Q: 3 clusters Score -480416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -480418.343750 Penalty: 4104.586426
	Iteration 34Q: 3 clusters Score -480418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -480420.000000 Penalty: 4104.586426
	Iteration 35Q: 3 clusters Score -480420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -480421.187500 Penalty: 4104.586426
	Iteration 36Q: 3 clusters Score -480421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -480421.437500 Penalty: 4104.586426
	Iteration 37Q: 3 clusters Score -480421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -480422.031250 Penalty: 4104.586426
	Iteration 38Q: 3 clusters Score -480422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -480422.031250 Penalty: 4104.586426
	Iteration 39F: 3 clusters Score -480422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1902728.250000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1902728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1892285.000000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1892285 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1895454.500000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1895454 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1895787.500000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1895788 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1896076.500000 Penalty: 4750.361816
	Iteration 3F: 3 clusters Score -1896076 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1896325.750000 Penalty: 4750.361816
	Iteration 4Q: 3 clusters Score -1896326 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1896579.625000 Penalty: 4750.361816
	Iteration 5Q: 3 clusters Score -1896580 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1896834.250000 Penalty: 4750.361816
	Iteration 6Q: 3 clusters Score -1896834 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1897168.125000 Penalty: 4750.361816
	Iteration 7Q: 3 clusters Score -1897168 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1897589.875000 Penalty: 4750.361816
	Iteration 8Q: 3 clusters Score -1897590 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1898131.000000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1898131 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1898688.125000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1898688 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1899183.500000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1899184 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1899558.750000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1899559 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1899859.500000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1899860 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1900093.375000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1900093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1900249.250000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1900249 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1900351.500000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1900352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1900424.125000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1900424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1900464.875000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1900465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1900499.375000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1900499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1900536.875000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1900537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1900559.500000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1900560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1900584.875000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1900585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1900592.250000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1900592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1900602.625000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1900603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1900612.625000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1900613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1900619.000000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1900619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1900630.250000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1900630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1900634.250000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1900634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1900637.375000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1900637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1900643.500000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1900644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1900646.000000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1900646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1900648.875000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1900649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1900648.375000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1900648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1900650.125000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1900650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1900652.875000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1900653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1900655.375000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1900655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1900657.625000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1900658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1900661.625000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1900662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1900663.250000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1900663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1900663.625000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1900664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1900663.000000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1900663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1900665.875000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1900666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1900665.875000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1900666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1900664.750000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1900665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1900673.000000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1900673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1900671.250000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1900671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1900671.250000 Penalty: 4750.361816
	Iteration 47F: 3 clusters Score -1900671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -784084.437500 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -784084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -778792.187500 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -778792.2 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -780120.000000 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -780120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -780341.062500 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -780341.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -780491.062500 Penalty: 4332.501465
	Iteration 3Q: 3 clusters Score -780491.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -780594.312500 Penalty: 4332.501465
	Iteration 4Q: 3 clusters Score -780594.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -780659.500000 Penalty: 4332.501465
	Iteration 5Q: 3 clusters Score -780659.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -780712.687500 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -780712.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -780744.687500 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -780744.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -780770.375000 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -780770.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -780792.562500 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -780792.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -780800.250000 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -780800.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -780812.750000 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -780812.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -780820.812500 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -780820.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -780825.437500 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -780825.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -780830.312500 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -780830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -780832.812500 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -780832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -780836.312500 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -780836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -780838.937500 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -780838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -780840.312500 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -780840.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -780848.875000 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -780848.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -780853.000000 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -780853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -780857.250000 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -780857.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -780862.062500 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -780862.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -780865.750000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -780865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -780866.187500 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -780866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -780868.750000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -780868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -780869.437500 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -780869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -780869.625000 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -780869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -780871.437500 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -780871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -780874.125000 Penalty: 4332.501465
	Iteration 29Q: 3 clusters Score -780874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -780875.500000 Penalty: 4332.501465
	Iteration 30Q: 3 clusters Score -780875.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -780877.625000 Penalty: 4332.501465
	Iteration 31Q: 3 clusters Score -780877.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780878.437500 Penalty: 4332.501465
	Iteration 32Q: 3 clusters Score -780878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780879.125000 Penalty: 4332.501465
	Iteration 33Q: 3 clusters Score -780879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -780883.125000 Penalty: 4332.501465
	Iteration 34Q: 3 clusters Score -780883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -780883.125000 Penalty: 4332.501465
	Iteration 35Q: 3 clusters Score -780883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -780883.937500 Penalty: 4332.501465
	Iteration 36Q: 3 clusters Score -780883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -780885.812500 Penalty: 4332.501465
	Iteration 37Q: 3 clusters Score -780885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -780886.125000 Penalty: 4332.501465
	Iteration 38Q: 3 clusters Score -780886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -780885.875000 Penalty: 4332.501465
	Iteration 39Q: 3 clusters Score -780885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -780887.375000 Penalty: 4332.501465
	Iteration 40F: 3 clusters Score -780887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -780887.437500 Penalty: 4332.501465
	Iteration 41Q: 3 clusters Score -780887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -780887.562500 Penalty: 4332.501465
	Iteration 42Q: 3 clusters Score -780887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -780886.250000 Penalty: 4332.501465
	Iteration 43Q: 3 clusters Score -780886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -780886.250000 Penalty: 4332.501465
	Iteration 44F: 3 clusters Score -780886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -53862.882812 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -53862.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52578.031250 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -52578.03 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52978.593750 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -52978.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53204.757812 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -53204.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53546.011719 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -53546.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53722.000000 Penalty: 3087.380859
	Iteration 4F: 3 clusters Score -53722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -53827.578125 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -53827.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -53891.382812 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -53891.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53914.750000 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -53914.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -53948.605469 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -53948.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -53959.140625 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -53959.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -53972.074219 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -53972.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -53972.074219 Penalty: 3087.380859
	Iteration 11F: 3 clusters Score -53972.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 412 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 93 members 
Entering Unmasked Estep 
Score: -104962888.000000 Penalty: 125167.218750
Splitting cluster 35 changes total score from -104964576.000000 to -104962888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (24878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Entering Unmasked Estep 
Score: -3293415.250000 Penalty: 2510.191406
	Iteration 0F: 2 clusters Score -3293415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3276300.500000 Penalty: 5020.382812
	Iteration 0F: 3 clusters Score -3276300 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3282172.750000 Penalty: 5020.382812
	Iteration 1F: 3 clusters Score -3282173 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3282545.250000 Penalty: 5020.382812
	Iteration 2Q: 3 clusters Score -3282545 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3282862.500000 Penalty: 5020.382812
	Iteration 3Q: 3 clusters Score -3282862 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3283150.000000 Penalty: 5020.382812
	Iteration 4Q: 3 clusters Score -3283150 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3283400.500000 Penalty: 5020.382812
	Iteration 5Q: 3 clusters Score -3283400 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3283627.750000 Penalty: 5020.382812
	Iteration 6Q: 3 clusters Score -3283628 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3283844.750000 Penalty: 5020.382812
	Iteration 7Q: 3 clusters Score -3283845 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3284100.750000 Penalty: 5020.382812
	Iteration 8Q: 3 clusters Score -3284101 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3284432.500000 Penalty: 5020.382812
	Iteration 9Q: 3 clusters Score -3284432 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3284888.750000 Penalty: 5020.382812
	Iteration 10Q: 3 clusters Score -3284889 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3285561.750000 Penalty: 5020.382812
	Iteration 11Q: 3 clusters Score -3285562 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3286543.000000 Penalty: 5020.382812
	Iteration 12F: 3 clusters Score -3286543 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3287719.750000 Penalty: 5020.382812
	Iteration 13F: 3 clusters Score -3287720 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3288910.250000 Penalty: 5020.382812
	Iteration 14F: 3 clusters Score -3288910 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3289821.750000 Penalty: 5020.382812
	Iteration 15Q: 3 clusters Score -3289822 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3290382.250000 Penalty: 5020.382812
	Iteration 16Q: 3 clusters Score -3290382 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3290734.500000 Penalty: 5020.382812
	Iteration 17Q: 3 clusters Score -3290734 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3290926.000000 Penalty: 5020.382812
	Iteration 18Q: 3 clusters Score -3290926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3291048.250000 Penalty: 5020.382812
	Iteration 19Q: 3 clusters Score -3291048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3291121.750000 Penalty: 5020.382812
	Iteration 20F: 3 clusters Score -3291122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3291169.250000 Penalty: 5020.382812
	Iteration 21Q: 3 clusters Score -3291169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3291197.250000 Penalty: 5020.382812
	Iteration 22Q: 3 clusters Score -3291197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3291235.000000 Penalty: 5020.382812
	Iteration 23Q: 3 clusters Score -3291235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3291266.250000 Penalty: 5020.382812
	Iteration 24Q: 3 clusters Score -3291266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3291291.500000 Penalty: 5020.382812
	Iteration 25Q: 3 clusters Score -3291292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3291309.500000 Penalty: 5020.382812
	Iteration 26Q: 3 clusters Score -3291310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3291320.000000 Penalty: 5020.382812
	Iteration 27Q: 3 clusters Score -3291320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3291321.500000 Penalty: 5020.382812
	Iteration 28Q: 3 clusters Score -3291322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3291335.750000 Penalty: 5020.382812
	Iteration 29Q: 3 clusters Score -3291336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3291339.500000 Penalty: 5020.382812
	Iteration 30Q: 3 clusters Score -3291340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3291338.500000 Penalty: 5020.382812
	Iteration 31Q: 3 clusters Score -3291338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3291338.250000 Penalty: 5020.382812
	Iteration 32Q: 3 clusters Score -3291338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3291338.250000 Penalty: 5020.382812
	Iteration 33F: 3 clusters Score -3291338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 239Q: 37 clusters Score -1.049646e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 121784.320312
Iteration 240F: 37 clusters Score -1.049646e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 15436 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354371 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 121784.320312
Iteration 241Q: 37 clusters Score -1.049646e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39037 members 
Mstep: Class 11 contains 15436 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 121784.320312
Iteration 242Q: 37 clusters Score -1.049646e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 243Q: 37 clusters Score -1.049646e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 121784.320312
Iteration 244F: 37 clusters Score -1.049646e+08 nChanged 0
Entering ConstructFrom: 
Score: -104964584.000000 Penalty: 121784.320312
Entering ConstructFrom: 
Trying to split cluster 1 (23206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Entering Unmasked Estep 
Score: -2591663.750000 Penalty: 2492.937256
	Iteration 0F: 2 clusters Score -2591664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2575555.500000 Penalty: 4985.874512
	Iteration 0F: 3 clusters Score -2575556 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2581271.250000 Penalty: 4985.874512
	Iteration 1F: 3 clusters Score -2581271 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2582029.250000 Penalty: 4985.874512
	Iteration 2F: 3 clusters Score -2582029 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2583076.750000 Penalty: 4985.874512
	Iteration 3F: 3 clusters Score -2583077 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2584387.250000 Penalty: 4985.874512
	Iteration 4F: 3 clusters Score -2584387 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2585877.750000 Penalty: 4985.874512
	Iteration 5F: 3 clusters Score -2585878 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2587278.500000 Penalty: 4985.874512
	Iteration 6F: 3 clusters Score -2587278 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2588251.000000 Penalty: 4985.874512
	Iteration 7F: 3 clusters Score -2588251 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2588900.250000 Penalty: 4985.874512
	Iteration 8Q: 3 clusters Score -2588900 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2589311.000000 Penalty: 4985.874512
	Iteration 9Q: 3 clusters Score -2589311 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2589621.750000 Penalty: 4985.874512
	Iteration 10Q: 3 clusters Score -2589622 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2589858.750000 Penalty: 4985.874512
	Iteration 11Q: 3 clusters Score -2589859 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2590073.000000 Penalty: 4985.874512
	Iteration 12Q: 3 clusters Score -2590073 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2590299.000000 Penalty: 4985.874512
	Iteration 13Q: 3 clusters Score -2590299 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2590531.250000 Penalty: 4985.874512
	Iteration 14Q: 3 clusters Score -2590531 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2590732.750000 Penalty: 4985.874512
	Iteration 15Q: 3 clusters Score -2590733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2590906.250000 Penalty: 4985.874512
	Iteration 16Q: 3 clusters Score -2590906 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2591002.250000 Penalty: 4985.874512
	Iteration 17Q: 3 clusters Score -2591002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2591047.750000 Penalty: 4985.874512
	Iteration 18Q: 3 clusters Score -2591048 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2591090.250000 Penalty: 4985.874512
	Iteration 19Q: 3 clusters Score -2591090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2591131.750000 Penalty: 4985.874512
	Iteration 20F: 3 clusters Score -2591132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2591156.750000 Penalty: 4985.874512
	Iteration 21Q: 3 clusters Score -2591157 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2591184.000000 Penalty: 4985.874512
	Iteration 22Q: 3 clusters Score -2591184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2591209.000000 Penalty: 4985.874512
	Iteration 23Q: 3 clusters Score -2591209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2591230.750000 Penalty: 4985.874512
	Iteration 24Q: 3 clusters Score -2591231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2591250.750000 Penalty: 4985.874512
	Iteration 25Q: 3 clusters Score -2591251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2591271.250000 Penalty: 4985.874512
	Iteration 26Q: 3 clusters Score -2591271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2591282.250000 Penalty: 4985.874512
	Iteration 27Q: 3 clusters Score -2591282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2591285.500000 Penalty: 4985.874512
	Iteration 28Q: 3 clusters Score -2591286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2591287.000000 Penalty: 4985.874512
	Iteration 29Q: 3 clusters Score -2591287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2591291.500000 Penalty: 4985.874512
	Iteration 30Q: 3 clusters Score -2591292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2591289.750000 Penalty: 4985.874512
	Iteration 31Q: 3 clusters Score -2591290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2591295.500000 Penalty: 4985.874512
	Iteration 32Q: 3 clusters Score -2591296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2591307.500000 Penalty: 4985.874512
	Iteration 33Q: 3 clusters Score -2591308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2591302.000000 Penalty: 4985.874512
	Iteration 34Q: 3 clusters Score -2591302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2591306.750000 Penalty: 4985.874512
	Iteration 35Q: 3 clusters Score -2591307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2591313.500000 Penalty: 4985.874512
	Iteration 36Q: 3 clusters Score -2591314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2591319.250000 Penalty: 4985.874512
	Iteration 37Q: 3 clusters Score -2591319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2591336.750000 Penalty: 4985.874512
	Iteration 38Q: 3 clusters Score -2591337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2591328.500000 Penalty: 4985.874512
	Iteration 39Q: 3 clusters Score -2591328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2591330.500000 Penalty: 4985.874512
	Iteration 40F: 3 clusters Score -2591330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2591343.500000 Penalty: 4985.874512
	Iteration 41Q: 3 clusters Score -2591344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2591345.000000 Penalty: 4985.874512
	Iteration 42Q: 3 clusters Score -2591345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2591350.000000 Penalty: 4985.874512
	Iteration 43Q: 3 clusters Score -2591350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2591363.000000 Penalty: 4985.874512
	Iteration 44Q: 3 clusters Score -2591363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2591364.000000 Penalty: 4985.874512
	Iteration 45Q: 3 clusters Score -2591364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2591378.500000 Penalty: 4985.874512
	Iteration 46Q: 3 clusters Score -2591378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2591384.750000 Penalty: 4985.874512
	Iteration 47Q: 3 clusters Score -2591385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2591388.000000 Penalty: 4985.874512
	Iteration 48Q: 3 clusters Score -2591388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2591381.750000 Penalty: 4985.874512
	Iteration 49Q: 3 clusters Score -2591382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2591386.000000 Penalty: 4985.874512
	Iteration 50Q: 3 clusters Score -2591386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2591387.750000 Penalty: 4985.874512
	Iteration 51Q: 3 clusters Score -2591388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2591395.750000 Penalty: 4985.874512
	Iteration 52Q: 3 clusters Score -2591396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2591393.250000 Penalty: 4985.874512
	Iteration 53Q: 3 clusters Score -2591393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2591397.750000 Penalty: 4985.874512
	Iteration 54Q: 3 clusters Score -2591398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2591396.000000 Penalty: 4985.874512
	Iteration 55Q: 3 clusters Score -2591396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2591397.750000 Penalty: 4985.874512
	Iteration 56Q: 3 clusters Score -2591398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2591402.500000 Penalty: 4985.874512
	Iteration 57Q: 3 clusters Score -2591402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2591407.000000 Penalty: 4985.874512
	Iteration 58Q: 3 clusters Score -2591407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2591405.750000 Penalty: 4985.874512
	Iteration 59Q: 3 clusters Score -2591406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2591408.000000 Penalty: 4985.874512
	Iteration 60F: 3 clusters Score -2591408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2591408.750000 Penalty: 4985.874512
	Iteration 61Q: 3 clusters Score -2591409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2591412.500000 Penalty: 4985.874512
	Iteration 62Q: 3 clusters Score -2591412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2591417.000000 Penalty: 4985.874512
	Iteration 63Q: 3 clusters Score -2591417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2591421.000000 Penalty: 4985.874512
	Iteration 64Q: 3 clusters Score -2591421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2591418.000000 Penalty: 4985.874512
	Iteration 65Q: 3 clusters Score -2591418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2591421.250000 Penalty: 4985.874512
	Iteration 66Q: 3 clusters Score -2591421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2591426.750000 Penalty: 4985.874512
	Iteration 67Q: 3 clusters Score -2591427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2591424.750000 Penalty: 4985.874512
	Iteration 68Q: 3 clusters Score -2591425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2591418.250000 Penalty: 4985.874512
	Iteration 69Q: 3 clusters Score -2591418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2591421.250000 Penalty: 4985.874512
	Iteration 70Q: 3 clusters Score -2591421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2591423.250000 Penalty: 4985.874512
	Iteration 71Q: 3 clusters Score -2591423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2591424.500000 Penalty: 4985.874512
	Iteration 72Q: 3 clusters Score -2591424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2591426.500000 Penalty: 4985.874512
	Iteration 73Q: 3 clusters Score -2591426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2591435.750000 Penalty: 4985.874512
	Iteration 74Q: 3 clusters Score -2591436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2591435.250000 Penalty: 4985.874512
	Iteration 75Q: 3 clusters Score -2591435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2591435.250000 Penalty: 4985.874512
	Iteration 76Q: 3 clusters Score -2591435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2591446.250000 Penalty: 4985.874512
	Iteration 77Q: 3 clusters Score -2591446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2591445.000000 Penalty: 4985.874512
	Iteration 78Q: 3 clusters Score -2591445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2591438.000000 Penalty: 4985.874512
	Iteration 79Q: 3 clusters Score -2591438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2591449.000000 Penalty: 4985.874512
	Iteration 80F: 3 clusters Score -2591449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2591443.500000 Penalty: 4985.874512
	Iteration 81Q: 3 clusters Score -2591444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2591444.500000 Penalty: 4985.874512
	Iteration 82Q: 3 clusters Score -2591444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2591446.750000 Penalty: 4985.874512
	Iteration 83Q: 3 clusters Score -2591447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2591445.250000 Penalty: 4985.874512
	Iteration 84Q: 3 clusters Score -2591445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2591442.750000 Penalty: 4985.874512
	Iteration 85Q: 3 clusters Score -2591443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2591445.750000 Penalty: 4985.874512
	Iteration 86Q: 3 clusters Score -2591446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2591444.750000 Penalty: 4985.874512
	Iteration 87Q: 3 clusters Score -2591445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2591444.750000 Penalty: 4985.874512
	Iteration 88F: 3 clusters Score -2591445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Entering Unmasked Estep 
Score: -1333043.625000 Penalty: 2299.199219
	Iteration 0F: 2 clusters Score -1333044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1325015.875000 Penalty: 4598.398438
	Iteration 0F: 3 clusters Score -1325016 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1327245.000000 Penalty: 4598.398438
	Iteration 1F: 3 clusters Score -1327245 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1327521.750000 Penalty: 4598.398438
	Iteration 2F: 3 clusters Score -1327522 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1327736.875000 Penalty: 4598.398438
	Iteration 3Q: 3 clusters Score -1327737 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1327898.875000 Penalty: 4598.398438
	Iteration 4Q: 3 clusters Score -1327899 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1328033.875000 Penalty: 4598.398438
	Iteration 5Q: 3 clusters Score -1328034 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1328157.750000 Penalty: 4598.398438
	Iteration 6Q: 3 clusters Score -1328158 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1328274.625000 Penalty: 4598.398438
	Iteration 7Q: 3 clusters Score -1328275 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1328411.750000 Penalty: 4598.398438
	Iteration 8Q: 3 clusters Score -1328412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1328550.750000 Penalty: 4598.398438
	Iteration 9Q: 3 clusters Score -1328551 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1328732.500000 Penalty: 4598.398438
	Iteration 10Q: 3 clusters Score -1328732 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1328926.250000 Penalty: 4598.398438
	Iteration 11Q: 3 clusters Score -1328926 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1329124.750000 Penalty: 4598.398438
	Iteration 12Q: 3 clusters Score -1329125 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1329331.000000 Penalty: 4598.398438
	Iteration 13Q: 3 clusters Score -1329331 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1329538.750000 Penalty: 4598.398438
	Iteration 14Q: 3 clusters Score -1329539 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1329741.250000 Penalty: 4598.398438
	Iteration 15Q: 3 clusters Score -1329741 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1329985.875000 Penalty: 4598.398438
	Iteration 16Q: 3 clusters Score -1329986 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1330262.625000 Penalty: 4598.398438
	Iteration 17Q: 3 clusters Score -1330263 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1330537.125000 Penalty: 4598.398438
	Iteration 18Q: 3 clusters Score -1330537 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1330774.375000 Penalty: 4598.398438
	Iteration 19Q: 3 clusters Score -1330774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1330966.375000 Penalty: 4598.398438
	Iteration 20F: 3 clusters Score -1330966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1331129.000000 Penalty: 4598.398438
	Iteration 21Q: 3 clusters Score -1331129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1331249.375000 Penalty: 4598.398438
	Iteration 22Q: 3 clusters Score -1331249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1331346.500000 Penalty: 4598.398438
	Iteration 23Q: 3 clusters Score -1331346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1331412.875000 Penalty: 4598.398438
	Iteration 24Q: 3 clusters Score -1331413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1331456.125000 Penalty: 4598.398438
	Iteration 25Q: 3 clusters Score -1331456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1331483.750000 Penalty: 4598.398438
	Iteration 26Q: 3 clusters Score -1331484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1331515.000000 Penalty: 4598.398438
	Iteration 27Q: 3 clusters Score -1331515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1331539.875000 Penalty: 4598.398438
	Iteration 28Q: 3 clusters Score -1331540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1331556.375000 Penalty: 4598.398438
	Iteration 29Q: 3 clusters Score -1331556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1331566.375000 Penalty: 4598.398438
	Iteration 30Q: 3 clusters Score -1331566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1331579.500000 Penalty: 4598.398438
	Iteration 31Q: 3 clusters Score -1331580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1331583.375000 Penalty: 4598.398438
	Iteration 32Q: 3 clusters Score -1331583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1331587.125000 Penalty: 4598.398438
	Iteration 33Q: 3 clusters Score -1331587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1331590.250000 Penalty: 4598.398438
	Iteration 34Q: 3 clusters Score -1331590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1331591.375000 Penalty: 4598.398438
	Iteration 35Q: 3 clusters Score -1331591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1331594.625000 Penalty: 4598.398438
	Iteration 36Q: 3 clusters Score -1331595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1331594.625000 Penalty: 4598.398438
	Iteration 37F: 3 clusters Score -1331595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -776624.687500 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -776624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -771342.250000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -771342.2 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -772639.875000 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -772639.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -772889.062500 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -772889.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -773064.937500 Penalty: 4333.617188
	Iteration 3F: 3 clusters Score -773064.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -773212.812500 Penalty: 4333.617188
	Iteration 4Q: 3 clusters Score -773212.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -773350.125000 Penalty: 4333.617188
	Iteration 5Q: 3 clusters Score -773350.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -773489.750000 Penalty: 4333.617188
	Iteration 6Q: 3 clusters Score -773489.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -773620.562500 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -773620.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -773747.687500 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -773747.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -773889.187500 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -773889.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -774016.937500 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -774016.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -774147.062500 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -774147.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -774279.375000 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -774279.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -774406.812500 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -774406.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -774549.000000 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -774549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -774706.250000 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -774706.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -774929.250000 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -774929.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -775161.375000 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -775161.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -775353.812500 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -775353.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -775445.437500 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -775445.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -775487.187500 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -775487.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -775508.625000 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -775508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -775515.312500 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -775515.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -775521.000000 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -775521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -775527.375000 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -775527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -775529.812500 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -775529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -775530.062500 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -775530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -775532.812500 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -775532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -775536.562500 Penalty: 4333.617188
	Iteration 28Q: 3 clusters Score -775536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -775537.875000 Penalty: 4333.617188
	Iteration 29Q: 3 clusters Score -775537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -775541.062500 Penalty: 4333.617188
	Iteration 30Q: 3 clusters Score -775541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -775542.812500 Penalty: 4333.617188
	Iteration 31Q: 3 clusters Score -775542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -775543.875000 Penalty: 4333.617188
	Iteration 32Q: 3 clusters Score -775543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -775544.562500 Penalty: 4333.617188
	Iteration 33Q: 3 clusters Score -775544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -775545.062500 Penalty: 4333.617188
	Iteration 34Q: 3 clusters Score -775545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -775545.062500 Penalty: 4333.617188
	Iteration 35F: 3 clusters Score -775545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -3229669.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -3229669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3212568.000000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -3212568 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3218343.250000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -3218343 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3218723.750000 Penalty: 5015.574219
	Iteration 2Q: 3 clusters Score -3218724 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3219007.000000 Penalty: 5015.574219
	Iteration 3Q: 3 clusters Score -3219007 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3219253.500000 Penalty: 5015.574219
	Iteration 4Q: 3 clusters Score -3219254 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3219468.500000 Penalty: 5015.574219
	Iteration 5Q: 3 clusters Score -3219468 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3219655.750000 Penalty: 5015.574219
	Iteration 6Q: 3 clusters Score -3219656 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3219855.250000 Penalty: 5015.574219
	Iteration 7Q: 3 clusters Score -3219855 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3220020.500000 Penalty: 5015.574219
	Iteration 8Q: 3 clusters Score -3220020 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3220224.500000 Penalty: 5015.574219
	Iteration 9Q: 3 clusters Score -3220224 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3220474.250000 Penalty: 5015.574219
	Iteration 10Q: 3 clusters Score -3220474 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3220740.500000 Penalty: 5015.574219
	Iteration 11Q: 3 clusters Score -3220740 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3221061.000000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -3221061 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3221444.250000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -3221444 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3221947.250000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -3221947 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3222600.500000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -3222600 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3223364.000000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -3223364 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3224048.750000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -3224049 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3224598.750000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -3224599 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3224920.750000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -3224921 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3225093.250000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -3225093 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3225229.250000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -3225229 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3225285.750000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -3225286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3225380.500000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -3225380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3225433.000000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -3225433 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3225499.000000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -3225499 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3225520.250000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -3225520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3225550.000000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -3225550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3225583.500000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -3225584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3225591.750000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -3225592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3225611.250000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -3225611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3225630.250000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -3225630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3225643.250000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -3225643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3225673.500000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -3225674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3225698.750000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -3225699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3225739.750000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -3225740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3225771.000000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -3225771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3225793.000000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -3225793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3225848.500000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -3225848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3225885.500000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -3225886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3225915.000000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -3225915 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3225972.000000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -3225972 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3226025.000000 Penalty: 5015.574219
	Iteration 42Q: 3 clusters Score -3226025 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3226079.000000 Penalty: 5015.574219
	Iteration 43Q: 3 clusters Score -3226079 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3226137.500000 Penalty: 5015.574219
	Iteration 44Q: 3 clusters Score -3226138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3226190.500000 Penalty: 5015.574219
	Iteration 45Q: 3 clusters Score -3226190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3226223.250000 Penalty: 5015.574219
	Iteration 46Q: 3 clusters Score -3226223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3226284.000000 Penalty: 5015.574219
	Iteration 47Q: 3 clusters Score -3226284 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3226330.000000 Penalty: 5015.574219
	Iteration 48Q: 3 clusters Score -3226330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3226395.500000 Penalty: 5015.574219
	Iteration 49Q: 3 clusters Score -3226396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3226441.250000 Penalty: 5015.574219
	Iteration 50Q: 3 clusters Score -3226441 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3226479.500000 Penalty: 5015.574219
	Iteration 51Q: 3 clusters Score -3226480 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3226508.750000 Penalty: 5015.574219
	Iteration 52Q: 3 clusters Score -3226509 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3226543.000000 Penalty: 5015.574219
	Iteration 53Q: 3 clusters Score -3226543 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3226577.250000 Penalty: 5015.574219
	Iteration 54Q: 3 clusters Score -3226577 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3226622.000000 Penalty: 5015.574219
	Iteration 55Q: 3 clusters Score -3226622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3226640.000000 Penalty: 5015.574219
	Iteration 56Q: 3 clusters Score -3226640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3226659.250000 Penalty: 5015.574219
	Iteration 57Q: 3 clusters Score -3226659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3226682.750000 Penalty: 5015.574219
	Iteration 58Q: 3 clusters Score -3226683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3226705.250000 Penalty: 5015.574219
	Iteration 59Q: 3 clusters Score -3226705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3226714.500000 Penalty: 5015.574219
	Iteration 60F: 3 clusters Score -3226714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3226721.750000 Penalty: 5015.574219
	Iteration 61Q: 3 clusters Score -3226722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3226715.250000 Penalty: 5015.574219
	Iteration 62Q: 3 clusters Score -3226715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3226733.000000 Penalty: 5015.574219
	Iteration 63Q: 3 clusters Score -3226733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3226755.000000 Penalty: 5015.574219
	Iteration 64Q: 3 clusters Score -3226755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3226760.750000 Penalty: 5015.574219
	Iteration 65Q: 3 clusters Score -3226761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3226772.750000 Penalty: 5015.574219
	Iteration 66Q: 3 clusters Score -3226773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3226778.500000 Penalty: 5015.574219
	Iteration 67Q: 3 clusters Score -3226778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3226786.750000 Penalty: 5015.574219
	Iteration 68Q: 3 clusters Score -3226787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3226792.500000 Penalty: 5015.574219
	Iteration 69Q: 3 clusters Score -3226792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3226798.500000 Penalty: 5015.574219
	Iteration 70Q: 3 clusters Score -3226798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3226801.750000 Penalty: 5015.574219
	Iteration 71Q: 3 clusters Score -3226802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3226808.750000 Penalty: 5015.574219
	Iteration 72Q: 3 clusters Score -3226809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3226811.500000 Penalty: 5015.574219
	Iteration 73Q: 3 clusters Score -3226812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3226818.000000 Penalty: 5015.574219
	Iteration 74Q: 3 clusters Score -3226818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3226821.250000 Penalty: 5015.574219
	Iteration 75Q: 3 clusters Score -3226821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3226829.750000 Penalty: 5015.574219
	Iteration 76Q: 3 clusters Score -3226830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3226825.500000 Penalty: 5015.574219
	Iteration 77Q: 3 clusters Score -3226826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3226829.000000 Penalty: 5015.574219
	Iteration 78Q: 3 clusters Score -3226829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3226846.000000 Penalty: 5015.574219
	Iteration 79Q: 3 clusters Score -3226846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3226846.000000 Penalty: 5015.574219
	Iteration 80F: 3 clusters Score -3226846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3226859.000000 Penalty: 5015.574219
	Iteration 81Q: 3 clusters Score -3226859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3226865.250000 Penalty: 5015.574219
	Iteration 82Q: 3 clusters Score -3226865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3226879.250000 Penalty: 5015.574219
	Iteration 83Q: 3 clusters Score -3226879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3226884.750000 Penalty: 5015.574219
	Iteration 84Q: 3 clusters Score -3226885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3226900.000000 Penalty: 5015.574219
	Iteration 85Q: 3 clusters Score -3226900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3226897.250000 Penalty: 5015.574219
	Iteration 86Q: 3 clusters Score -3226897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3226905.500000 Penalty: 5015.574219
	Iteration 87Q: 3 clusters Score -3226906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3226920.500000 Penalty: 5015.574219
	Iteration 88Q: 3 clusters Score -3226920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3226933.000000 Penalty: 5015.574219
	Iteration 89Q: 3 clusters Score -3226933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3226943.500000 Penalty: 5015.574219
	Iteration 90Q: 3 clusters Score -3226944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3226961.000000 Penalty: 5015.574219
	Iteration 91Q: 3 clusters Score -3226961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3226974.750000 Penalty: 5015.574219
	Iteration 92Q: 3 clusters Score -3226975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3226982.750000 Penalty: 5015.574219
	Iteration 93Q: 3 clusters Score -3226983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3226995.500000 Penalty: 5015.574219
	Iteration 94Q: 3 clusters Score -3226996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3226994.750000 Penalty: 5015.574219
	Iteration 95Q: 3 clusters Score -3226995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3227011.750000 Penalty: 5015.574219
	Iteration 96Q: 3 clusters Score -3227012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3227020.000000 Penalty: 5015.574219
	Iteration 97Q: 3 clusters Score -3227020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3227031.000000 Penalty: 5015.574219
	Iteration 98Q: 3 clusters Score -3227031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3227028.750000 Penalty: 5015.574219
	Iteration 99Q: 3 clusters Score -3227029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3227034.250000 Penalty: 5015.574219
	Iteration 100F: 3 clusters Score -3227034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3227046.000000 Penalty: 5015.574219
	Iteration 101Q: 3 clusters Score -3227046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3227057.750000 Penalty: 5015.574219
	Iteration 102Q: 3 clusters Score -3227058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3227069.750000 Penalty: 5015.574219
	Iteration 103Q: 3 clusters Score -3227070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3227069.000000 Penalty: 5015.574219
	Iteration 104Q: 3 clusters Score -3227069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3227079.000000 Penalty: 5015.574219
	Iteration 105Q: 3 clusters Score -3227079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3227087.250000 Penalty: 5015.574219
	Iteration 106Q: 3 clusters Score -3227087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3227086.500000 Penalty: 5015.574219
	Iteration 107Q: 3 clusters Score -3227086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3227095.000000 Penalty: 5015.574219
	Iteration 108Q: 3 clusters Score -3227095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3227116.750000 Penalty: 5015.574219
	Iteration 109Q: 3 clusters Score -3227117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3227125.000000 Penalty: 5015.574219
	Iteration 110Q: 3 clusters Score -3227125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3227134.250000 Penalty: 5015.574219
	Iteration 111Q: 3 clusters Score -3227134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3227138.250000 Penalty: 5015.574219
	Iteration 112Q: 3 clusters Score -3227138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3227149.500000 Penalty: 5015.574219
	Iteration 113Q: 3 clusters Score -3227150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3227158.000000 Penalty: 5015.574219
	Iteration 114Q: 3 clusters Score -3227158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3227160.250000 Penalty: 5015.574219
	Iteration 115Q: 3 clusters Score -3227160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3227173.250000 Penalty: 5015.574219
	Iteration 116Q: 3 clusters Score -3227173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3227178.250000 Penalty: 5015.574219
	Iteration 117Q: 3 clusters Score -3227178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3227179.500000 Penalty: 5015.574219
	Iteration 118Q: 3 clusters Score -3227180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3227183.750000 Penalty: 5015.574219
	Iteration 119Q: 3 clusters Score -3227184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3227184.250000 Penalty: 5015.574219
	Iteration 120F: 3 clusters Score -3227184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3227194.000000 Penalty: 5015.574219
	Iteration 121Q: 3 clusters Score -3227194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3227189.750000 Penalty: 5015.574219
	Iteration 122Q: 3 clusters Score -3227190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3227199.500000 Penalty: 5015.574219
	Iteration 123Q: 3 clusters Score -3227200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3227211.250000 Penalty: 5015.574219
	Iteration 124Q: 3 clusters Score -3227211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3227225.250000 Penalty: 5015.574219
	Iteration 125Q: 3 clusters Score -3227225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3227228.250000 Penalty: 5015.574219
	Iteration 126Q: 3 clusters Score -3227228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3227233.500000 Penalty: 5015.574219
	Iteration 127Q: 3 clusters Score -3227234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3227243.250000 Penalty: 5015.574219
	Iteration 128Q: 3 clusters Score -3227243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3227252.500000 Penalty: 5015.574219
	Iteration 129Q: 3 clusters Score -3227252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3227261.750000 Penalty: 5015.574219
	Iteration 130Q: 3 clusters Score -3227262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3227278.750000 Penalty: 5015.574219
	Iteration 131Q: 3 clusters Score -3227279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3227286.250000 Penalty: 5015.574219
	Iteration 132Q: 3 clusters Score -3227286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3227290.750000 Penalty: 5015.574219
	Iteration 133Q: 3 clusters Score -3227291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3227305.750000 Penalty: 5015.574219
	Iteration 134Q: 3 clusters Score -3227306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3227313.250000 Penalty: 5015.574219
	Iteration 135Q: 3 clusters Score -3227313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3227317.250000 Penalty: 5015.574219
	Iteration 136Q: 3 clusters Score -3227317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3227325.250000 Penalty: 5015.574219
	Iteration 137Q: 3 clusters Score -3227325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3227326.750000 Penalty: 5015.574219
	Iteration 138Q: 3 clusters Score -3227327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3227331.000000 Penalty: 5015.574219
	Iteration 139Q: 3 clusters Score -3227331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3227336.500000 Penalty: 5015.574219
	Iteration 140F: 3 clusters Score -3227336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3227347.750000 Penalty: 5015.574219
	Iteration 141Q: 3 clusters Score -3227348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3227362.500000 Penalty: 5015.574219
	Iteration 142Q: 3 clusters Score -3227362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3227367.250000 Penalty: 5015.574219
	Iteration 143Q: 3 clusters Score -3227367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3227370.000000 Penalty: 5015.574219
	Iteration 144Q: 3 clusters Score -3227370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3227374.250000 Penalty: 5015.574219
	Iteration 145Q: 3 clusters Score -3227374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3227383.250000 Penalty: 5015.574219
	Iteration 146Q: 3 clusters Score -3227383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3227386.500000 Penalty: 5015.574219
	Iteration 147Q: 3 clusters Score -3227386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3227398.250000 Penalty: 5015.574219
	Iteration 148Q: 3 clusters Score -3227398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3227398.750000 Penalty: 5015.574219
	Iteration 149Q: 3 clusters Score -3227399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3227401.000000 Penalty: 5015.574219
	Iteration 150Q: 3 clusters Score -3227401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3227406.750000 Penalty: 5015.574219
	Iteration 151Q: 3 clusters Score -3227407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3227408.000000 Penalty: 5015.574219
	Iteration 152Q: 3 clusters Score -3227408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3227418.750000 Penalty: 5015.574219
	Iteration 153Q: 3 clusters Score -3227419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3227422.250000 Penalty: 5015.574219
	Iteration 154Q: 3 clusters Score -3227422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3227428.500000 Penalty: 5015.574219
	Iteration 155Q: 3 clusters Score -3227428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3227443.000000 Penalty: 5015.574219
	Iteration 156Q: 3 clusters Score -3227443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3227442.500000 Penalty: 5015.574219
	Iteration 157Q: 3 clusters Score -3227442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3227445.250000 Penalty: 5015.574219
	Iteration 158Q: 3 clusters Score -3227445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3227442.000000 Penalty: 5015.574219
	Iteration 159Q: 3 clusters Score -3227442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3227448.750000 Penalty: 5015.574219
	Iteration 160F: 3 clusters Score -3227449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3227455.000000 Penalty: 5015.574219
	Iteration 161Q: 3 clusters Score -3227455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3227454.750000 Penalty: 5015.574219
	Iteration 162Q: 3 clusters Score -3227455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3227460.750000 Penalty: 5015.574219
	Iteration 163Q: 3 clusters Score -3227461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3227461.250000 Penalty: 5015.574219
	Iteration 164Q: 3 clusters Score -3227461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3227460.250000 Penalty: 5015.574219
	Iteration 165Q: 3 clusters Score -3227460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3227462.500000 Penalty: 5015.574219
	Iteration 166Q: 3 clusters Score -3227462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3227472.250000 Penalty: 5015.574219
	Iteration 167Q: 3 clusters Score -3227472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3227471.000000 Penalty: 5015.574219
	Iteration 168Q: 3 clusters Score -3227471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3227473.750000 Penalty: 5015.574219
	Iteration 169Q: 3 clusters Score -3227474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3227483.750000 Penalty: 5015.574219
	Iteration 170Q: 3 clusters Score -3227484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3227480.500000 Penalty: 5015.574219
	Iteration 171Q: 3 clusters Score -3227480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3227483.000000 Penalty: 5015.574219
	Iteration 172Q: 3 clusters Score -3227483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3227486.500000 Penalty: 5015.574219
	Iteration 173Q: 3 clusters Score -3227486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3227487.500000 Penalty: 5015.574219
	Iteration 174Q: 3 clusters Score -3227488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3227487.750000 Penalty: 5015.574219
	Iteration 175Q: 3 clusters Score -3227488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3227492.250000 Penalty: 5015.574219
	Iteration 176Q: 3 clusters Score -3227492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3227486.250000 Penalty: 5015.574219
	Iteration 177Q: 3 clusters Score -3227486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3227489.500000 Penalty: 5015.574219
	Iteration 178Q: 3 clusters Score -3227490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3227488.500000 Penalty: 5015.574219
	Iteration 179Q: 3 clusters Score -3227488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3227488.500000 Penalty: 5015.574219
	Iteration 180F: 3 clusters Score -3227488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Entering Unmasked Estep 
Score: -1249830.750000 Penalty: 2284.709473
	Iteration 0F: 2 clusters Score -1249831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1242073.000000 Penalty: 4569.418945
	Iteration 0F: 3 clusters Score -1242073 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1244396.750000 Penalty: 4569.418945
	Iteration 1F: 3 clusters Score -1244397 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1244706.750000 Penalty: 4569.418945
	Iteration 2F: 3 clusters Score -1244707 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1244951.625000 Penalty: 4569.418945
	Iteration 3F: 3 clusters Score -1244952 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1245172.000000 Penalty: 4569.418945
	Iteration 4Q: 3 clusters Score -1245172 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1245392.000000 Penalty: 4569.418945
	Iteration 5Q: 3 clusters Score -1245392 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1245581.875000 Penalty: 4569.418945
	Iteration 6Q: 3 clusters Score -1245582 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1245778.625000 Penalty: 4569.418945
	Iteration 7Q: 3 clusters Score -1245779 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1245948.375000 Penalty: 4569.418945
	Iteration 8Q: 3 clusters Score -1245948 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1246089.500000 Penalty: 4569.418945
	Iteration 9Q: 3 clusters Score -1246090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1246205.750000 Penalty: 4569.418945
	Iteration 10Q: 3 clusters Score -1246206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1246300.125000 Penalty: 4569.418945
	Iteration 11Q: 3 clusters Score -1246300 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1246379.250000 Penalty: 4569.418945
	Iteration 12Q: 3 clusters Score -1246379 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1246440.875000 Penalty: 4569.418945
	Iteration 13Q: 3 clusters Score -1246441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1246483.250000 Penalty: 4569.418945
	Iteration 14Q: 3 clusters Score -1246483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1246526.875000 Penalty: 4569.418945
	Iteration 15Q: 3 clusters Score -1246527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1246570.250000 Penalty: 4569.418945
	Iteration 16Q: 3 clusters Score -1246570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1246614.500000 Penalty: 4569.418945
	Iteration 17Q: 3 clusters Score -1246614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1246665.500000 Penalty: 4569.418945
	Iteration 18Q: 3 clusters Score -1246666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1246711.500000 Penalty: 4569.418945
	Iteration 19Q: 3 clusters Score -1246712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1246768.500000 Penalty: 4569.418945
	Iteration 20F: 3 clusters Score -1246768 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1246813.875000 Penalty: 4569.418945
	Iteration 21Q: 3 clusters Score -1246814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1246861.750000 Penalty: 4569.418945
	Iteration 22Q: 3 clusters Score -1246862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1246911.875000 Penalty: 4569.418945
	Iteration 23Q: 3 clusters Score -1246912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1246968.250000 Penalty: 4569.418945
	Iteration 24Q: 3 clusters Score -1246968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1247015.250000 Penalty: 4569.418945
	Iteration 25Q: 3 clusters Score -1247015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1247067 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1247293 nChanged 148
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1247391 nChanged 127
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3505 members 
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Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1247480 nChanged 140
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Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2775 members 
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Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1247790 nChanged 124
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Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1247880 nChanged 109
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Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2232 members 
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Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1247982 nChanged 74
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Mstep: Class 1 contains 7931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8005 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8067 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1248054 nChanged 71
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Mstep: Class 1 contains 8136 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1839 members 
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	Iteration 50Q: 3 clusters Score -1248099 nChanged 35
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Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1248110 nChanged 33
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Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1775 members 
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	Iteration 52Q: 3 clusters Score -1248120 nChanged 35
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Mstep: Class 1 contains 8274 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1248133 nChanged 21
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Mstep: Class 1 contains 8293 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1248136 nChanged 14
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Mstep: Class 1 contains 8305 members 
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Score: -1248140.000000 Penalty: 4569.418945
	Iteration 55Q: 3 clusters Score -1248140 nChanged 12
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Mstep: Class 1 contains 8315 members 
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	Iteration 56Q: 3 clusters Score -1248146 nChanged 11
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Mstep: Class 1 contains 8324 members 
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	Iteration 57Q: 3 clusters Score -1248146 nChanged 12
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Mstep: Class 1 contains 8336 members 
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	Iteration 58Q: 3 clusters Score -1248149 nChanged 14
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Mstep: Class 1 contains 8348 members 
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	Iteration 59Q: 3 clusters Score -1248153 nChanged 7
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Mstep: Class 1 contains 8355 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1248153 nChanged 5
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Mstep: Class 1 contains 8360 members 
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	Iteration 61Q: 3 clusters Score -1248154 nChanged 5
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Mstep: Class 1 contains 8365 members 
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	Iteration 62Q: 3 clusters Score -1248156 nChanged 4
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Mstep: Class 1 contains 8369 members 
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	Iteration 63Q: 3 clusters Score -1248156 nChanged 3
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Mstep: Class 1 contains 8372 members 
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	Iteration 64Q: 3 clusters Score -1248159 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1248159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
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	Iteration 66Q: 3 clusters Score -1248166 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
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	Iteration 67Q: 3 clusters Score -1248165 nChanged 5
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Mstep: Class 1 contains 8397 members 
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	Iteration 68Q: 3 clusters Score -1248166 nChanged 4
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Mstep: Class 1 contains 8401 members 
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	Iteration 69Q: 3 clusters Score -1248169 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8406 members 
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	Iteration 70Q: 3 clusters Score -1248169 nChanged 6
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Mstep: Class 1 contains 8412 members 
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	Iteration 71Q: 3 clusters Score -1248170 nChanged 4
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Mstep: Class 1 contains 8416 members 
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Score: -1248172.000000 Penalty: 4569.418945
	Iteration 72Q: 3 clusters Score -1248172 nChanged 4
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Mstep: Class 1 contains 8420 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1248171 nChanged 5
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Mstep: Class 1 contains 8425 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1248173 nChanged 4
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Mstep: Class 1 contains 8429 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1248174 nChanged 6
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	Iteration 76Q: 3 clusters Score -1248178 nChanged 6
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Mstep: Class 1 contains 8439 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1248180 nChanged 5
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Mstep: Class 1 contains 8442 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1248184 nChanged 6
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Mstep: Class 1 contains 8444 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1248186 nChanged 4
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Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1248185 nChanged 4
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1570 members 
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	Iteration 81Q: 3 clusters Score -1248184 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1568 members 
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	Iteration 82Q: 3 clusters Score -1248186 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1248188 nChanged 7
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Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1248189 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1248191 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1248190 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1248190 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1248190 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1248195 nChanged 4
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Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1248192 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1248194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1248198 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1248196 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1248196 nChanged 3
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Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1248197 nChanged 6
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Mstep: Class 1 contains 8501 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1248197 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1248200 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1518 members 
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	Iteration 98Q: 3 clusters Score -1248201 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1516 members 
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	Iteration 99Q: 3 clusters Score -1248198 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1248200 nChanged 4
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Mstep: Class 1 contains 8512 members 
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	Iteration 101Q: 3 clusters Score -1248202 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8518 members 
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Score: -1248204.000000 Penalty: 4569.418945
	Iteration 102Q: 3 clusters Score -1248204 nChanged 7
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Mstep: Class 1 contains 8523 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1248207 nChanged 4
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Mstep: Class 1 contains 8527 members 
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	Iteration 104Q: 3 clusters Score -1248207 nChanged 8
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	Iteration 105Q: 3 clusters Score -1248209 nChanged 11
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Mstep: Class 1 contains 8544 members 
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	Iteration 106Q: 3 clusters Score -1248214 nChanged 10
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Mstep: Class 1 contains 8552 members 
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Entering Unmasked Estep 
Score: -1248215.875000 Penalty: 4569.418945
	Iteration 107Q: 3 clusters Score -1248216 nChanged 10
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Mstep: Class 1 contains 8562 members 
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	Iteration 108Q: 3 clusters Score -1248219 nChanged 10
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Mstep: Class 1 contains 8572 members 
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	Iteration 109Q: 3 clusters Score -1248224 nChanged 9
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Mstep: Class 1 contains 8581 members 
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	Iteration 110Q: 3 clusters Score -1248228 nChanged 10
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Mstep: Class 1 contains 8591 members 
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	Iteration 111Q: 3 clusters Score -1248230 nChanged 9
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Mstep: Class 1 contains 8600 members 
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	Iteration 112Q: 3 clusters Score -1248238 nChanged 11
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Mstep: Class 1 contains 8611 members 
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Score: -1248242.000000 Penalty: 4569.418945
	Iteration 113Q: 3 clusters Score -1248242 nChanged 9
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Mstep: Class 1 contains 8620 members 
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	Iteration 114Q: 3 clusters Score -1248244 nChanged 5
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Mstep: Class 1 contains 8625 members 
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	Iteration 115Q: 3 clusters Score -1248249 nChanged 2
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Mstep: Class 1 contains 8627 members 
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	Iteration 116Q: 3 clusters Score -1248250 nChanged 1
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Mstep: Class 1 contains 8628 members 
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	Iteration 117Q: 3 clusters Score -1248248 nChanged 2
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	Iteration 118Q: 3 clusters Score -1248250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1248249.375000 Penalty: 4569.418945
	Iteration 119Q: 3 clusters Score -1248249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1248250.500000 Penalty: 4569.418945
	Iteration 120F: 3 clusters Score -1248250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1248250.125000 Penalty: 4569.418945
	Iteration 121Q: 3 clusters Score -1248250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1248250.000000 Penalty: 4569.418945
	Iteration 122Q: 3 clusters Score -1248250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1248250.000000 Penalty: 4569.418945
	Iteration 123F: 3 clusters Score -1248250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -553174.187500 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -553174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -549018.312500 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -549018.3 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -550073.062500 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -550073.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -550531.187500 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -550531.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -550944.187500 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -550944.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -551291.562500 Penalty: 4165.387695
	Iteration 4F: 3 clusters Score -551291.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -551529.437500 Penalty: 4165.387695
	Iteration 5F: 3 clusters Score -551529.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -551691.437500 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -551691.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -551791.812500 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -551791.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -551846.250000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -551846.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -551887.812500 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -551887.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -551915.062500 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -551915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -551924.500000 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -551924.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -551928.812500 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -551928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -551934.000000 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -551934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -551940.500000 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -551940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -551944.000000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -551944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -551944.750000 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -551944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -551946.500000 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -551946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -551946.562500 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -551946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -551946.562500 Penalty: 4165.387695
	Iteration 19F: 3 clusters Score -551946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -192535.515625 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -192535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190172.906250 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -190172.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190537.421875 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -190537.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -190647.390625 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -190647.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -190703.703125 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -190703.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -190753.906250 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -190753.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -190787.265625 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -190787.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -190805.156250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -190805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190820.421875 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -190820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -190831.281250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -190831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -190838.890625 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -190838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190844.750000 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -190844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190852.640625 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -190852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -190858.578125 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -190858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190860.593750 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -190860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190861.531250 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -190861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -190862.671875 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -190862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -190863.515625 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -190863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190865.578125 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -190865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190865.578125 Penalty: 3653.756836
	Iteration 18F: 3 clusters Score -190865.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -260436.406250 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -260436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -257669.875000 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -257669.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258251.781250 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -258251.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258399.437500 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -258399.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -258481.281250 Penalty: 3831.763672
	Iteration 3Q: 3 clusters Score -258481.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -258536.046875 Penalty: 3831.763672
	Iteration 4Q: 3 clusters Score -258536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258583.812500 Penalty: 3831.763672
	Iteration 5Q: 3 clusters Score -258583.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -258622.171875 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -258622.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258668.093750 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -258668.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -258694.250000 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -258694.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258712.500000 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -258712.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258728.531250 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -258728.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258745.625000 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -258745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258757.328125 Penalty: 3831.763672
	Iteration 12Q: 3 clusters Score -258757.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258760.890625 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -258760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258763.890625 Penalty: 3831.763672
	Iteration 14Q: 3 clusters Score -258763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258765.109375 Penalty: 3831.763672
	Iteration 15Q: 3 clusters Score -258765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258767.703125 Penalty: 3831.763672
	Iteration 16Q: 3 clusters Score -258767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258769.953125 Penalty: 3831.763672
	Iteration 17Q: 3 clusters Score -258770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258773.578125 Penalty: 3831.763672
	Iteration 18Q: 3 clusters Score -258773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258776.703125 Penalty: 3831.763672
	Iteration 19Q: 3 clusters Score -258776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -258781.328125 Penalty: 3831.763672
	Iteration 20F: 3 clusters Score -258781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258784.250000 Penalty: 3831.763672
	Iteration 21Q: 3 clusters Score -258784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258784.687500 Penalty: 3831.763672
	Iteration 22Q: 3 clusters Score -258784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258787.828125 Penalty: 3831.763672
	Iteration 23Q: 3 clusters Score -258787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258790.437500 Penalty: 3831.763672
	Iteration 24Q: 3 clusters Score -258790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258794.140625 Penalty: 3831.763672
	Iteration 25Q: 3 clusters Score -258794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258795.796875 Penalty: 3831.763672
	Iteration 26Q: 3 clusters Score -258795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258797.656250 Penalty: 3831.763672
	Iteration 27Q: 3 clusters Score -258797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258797.437500 Penalty: 3831.763672
	Iteration 28Q: 3 clusters Score -258797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258797.437500 Penalty: 3831.763672
	Iteration 29F: 3 clusters Score -258797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -2310233.500000 Penalty: 2438.280518
	Iteration 0F: 2 clusters Score -2310234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2297042.750000 Penalty: 4876.561035
	Iteration 0F: 3 clusters Score -2297043 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2301551.750000 Penalty: 4876.561035
	Iteration 1F: 3 clusters Score -2301552 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2302158.750000 Penalty: 4876.561035
	Iteration 2F: 3 clusters Score -2302159 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2302773.250000 Penalty: 4876.561035
	Iteration 3F: 3 clusters Score -2302773 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2303483.250000 Penalty: 4876.561035
	Iteration 4F: 3 clusters Score -2303483 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2304270.750000 Penalty: 4876.561035
	Iteration 5F: 3 clusters Score -2304271 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2305064.500000 Penalty: 4876.561035
	Iteration 6F: 3 clusters Score -2305064 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2305713.250000 Penalty: 4876.561035
	Iteration 7F: 3 clusters Score -2305713 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2306254.250000 Penalty: 4876.561035
	Iteration 8Q: 3 clusters Score -2306254 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2306696.750000 Penalty: 4876.561035
	Iteration 9Q: 3 clusters Score -2306697 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2307183.000000 Penalty: 4876.561035
	Iteration 10Q: 3 clusters Score -2307183 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2307559.250000 Penalty: 4876.561035
	Iteration 11Q: 3 clusters Score -2307559 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2307776.000000 Penalty: 4876.561035
	Iteration 12Q: 3 clusters Score -2307776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2307883.500000 Penalty: 4876.561035
	Iteration 13Q: 3 clusters Score -2307884 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2307958.250000 Penalty: 4876.561035
	Iteration 14Q: 3 clusters Score -2307958 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2308010.500000 Penalty: 4876.561035
	Iteration 15Q: 3 clusters Score -2308010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2308063.000000 Penalty: 4876.561035
	Iteration 16Q: 3 clusters Score -2308063 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2308102.750000 Penalty: 4876.561035
	Iteration 17Q: 3 clusters Score -2308103 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2308184.750000 Penalty: 4876.561035
	Iteration 18Q: 3 clusters Score -2308185 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2308247.250000 Penalty: 4876.561035
	Iteration 19Q: 3 clusters Score -2308247 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2308317.000000 Penalty: 4876.561035
	Iteration 20F: 3 clusters Score -2308317 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2308372.750000 Penalty: 4876.561035
	Iteration 21Q: 3 clusters Score -2308373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2308437.750000 Penalty: 4876.561035
	Iteration 22Q: 3 clusters Score -2308438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2308483.250000 Penalty: 4876.561035
	Iteration 23Q: 3 clusters Score -2308483 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2308538.250000 Penalty: 4876.561035
	Iteration 24Q: 3 clusters Score -2308538 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2308584.000000 Penalty: 4876.561035
	Iteration 25Q: 3 clusters Score -2308584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2308626.250000 Penalty: 4876.561035
	Iteration 26Q: 3 clusters Score -2308626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2308660.250000 Penalty: 4876.561035
	Iteration 27Q: 3 clusters Score -2308660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2308698.000000 Penalty: 4876.561035
	Iteration 28Q: 3 clusters Score -2308698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2308740.000000 Penalty: 4876.561035
	Iteration 29Q: 3 clusters Score -2308740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2308766.250000 Penalty: 4876.561035
	Iteration 30Q: 3 clusters Score -2308766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2308807.500000 Penalty: 4876.561035
	Iteration 31Q: 3 clusters Score -2308808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2308837.000000 Penalty: 4876.561035
	Iteration 32Q: 3 clusters Score -2308837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2308884.500000 Penalty: 4876.561035
	Iteration 33Q: 3 clusters Score -2308884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2308920.000000 Penalty: 4876.561035
	Iteration 34Q: 3 clusters Score -2308920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2308969.250000 Penalty: 4876.561035
	Iteration 35Q: 3 clusters Score -2308969 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2309033.000000 Penalty: 4876.561035
	Iteration 36Q: 3 clusters Score -2309033 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2309078.500000 Penalty: 4876.561035
	Iteration 37Q: 3 clusters Score -2309078 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2309148.750000 Penalty: 4876.561035
	Iteration 38Q: 3 clusters Score -2309149 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2309228.500000 Penalty: 4876.561035
	Iteration 39Q: 3 clusters Score -2309228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2309307.250000 Penalty: 4876.561035
	Iteration 40F: 3 clusters Score -2309307 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2309389.750000 Penalty: 4876.561035
	Iteration 41Q: 3 clusters Score -2309390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2309479.000000 Penalty: 4876.561035
	Iteration 42Q: 3 clusters Score -2309479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2309545.750000 Penalty: 4876.561035
	Iteration 43Q: 3 clusters Score -2309546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2309597.250000 Penalty: 4876.561035
	Iteration 44Q: 3 clusters Score -2309597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2309642.500000 Penalty: 4876.561035
	Iteration 45Q: 3 clusters Score -2309642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2309685.000000 Penalty: 4876.561035
	Iteration 46Q: 3 clusters Score -2309685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2309692.750000 Penalty: 4876.561035
	Iteration 47Q: 3 clusters Score -2309693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2309719.750000 Penalty: 4876.561035
	Iteration 48Q: 3 clusters Score -2309720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2309734.000000 Penalty: 4876.561035
	Iteration 49Q: 3 clusters Score -2309734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2309743.750000 Penalty: 4876.561035
	Iteration 50Q: 3 clusters Score -2309744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2309746.250000 Penalty: 4876.561035
	Iteration 51Q: 3 clusters Score -2309746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2309756.750000 Penalty: 4876.561035
	Iteration 52Q: 3 clusters Score -2309757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2309760.750000 Penalty: 4876.561035
	Iteration 53Q: 3 clusters Score -2309761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2309762.000000 Penalty: 4876.561035
	Iteration 54Q: 3 clusters Score -2309762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2309768.250000 Penalty: 4876.561035
	Iteration 55Q: 3 clusters Score -2309768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2309774.250000 Penalty: 4876.561035
	Iteration 56Q: 3 clusters Score -2309774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2309777.250000 Penalty: 4876.561035
	Iteration 57Q: 3 clusters Score -2309777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2309783.250000 Penalty: 4876.561035
	Iteration 58Q: 3 clusters Score -2309783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2309792.500000 Penalty: 4876.561035
	Iteration 59Q: 3 clusters Score -2309792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2309789.500000 Penalty: 4876.561035
	Iteration 60F: 3 clusters Score -2309790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2309794.000000 Penalty: 4876.561035
	Iteration 61Q: 3 clusters Score -2309794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2309794.000000 Penalty: 4876.561035
	Iteration 62Q: 3 clusters Score -2309794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2309792.000000 Penalty: 4876.561035
	Iteration 63Q: 3 clusters Score -2309792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2309787.500000 Penalty: 4876.561035
	Iteration 64Q: 3 clusters Score -2309788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2309790.500000 Penalty: 4876.561035
	Iteration 65Q: 3 clusters Score -2309790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2309793.750000 Penalty: 4876.561035
	Iteration 66Q: 3 clusters Score -2309794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2309790.500000 Penalty: 4876.561035
	Iteration 67Q: 3 clusters Score -2309790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2309796.000000 Penalty: 4876.561035
	Iteration 68Q: 3 clusters Score -2309796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2309795.750000 Penalty: 4876.561035
	Iteration 69Q: 3 clusters Score -2309796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2309802.750000 Penalty: 4876.561035
	Iteration 70Q: 3 clusters Score -2309803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2309801.500000 Penalty: 4876.561035
	Iteration 71Q: 3 clusters Score -2309802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2309798.500000 Penalty: 4876.561035
	Iteration 72Q: 3 clusters Score -2309798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2309795.250000 Penalty: 4876.561035
	Iteration 73Q: 3 clusters Score -2309795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2309797.250000 Penalty: 4876.561035
	Iteration 74Q: 3 clusters Score -2309797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2309796.500000 Penalty: 4876.561035
	Iteration 75Q: 3 clusters Score -2309796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2309798.500000 Penalty: 4876.561035
	Iteration 76Q: 3 clusters Score -2309798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2309798.000000 Penalty: 4876.561035
	Iteration 77Q: 3 clusters Score -2309798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2309796.250000 Penalty: 4876.561035
	Iteration 78Q: 3 clusters Score -2309796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2309794.750000 Penalty: 4876.561035
	Iteration 79Q: 3 clusters Score -2309795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2309793.250000 Penalty: 4876.561035
	Iteration 80F: 3 clusters Score -2309793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2309794.250000 Penalty: 4876.561035
	Iteration 81Q: 3 clusters Score -2309794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2309796.000000 Penalty: 4876.561035
	Iteration 82Q: 3 clusters Score -2309796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2309794.250000 Penalty: 4876.561035
	Iteration 83Q: 3 clusters Score -2309794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2309795.250000 Penalty: 4876.561035
	Iteration 84Q: 3 clusters Score -2309795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2309791.500000 Penalty: 4876.561035
	Iteration 85Q: 3 clusters Score -2309792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2309795.750000 Penalty: 4876.561035
	Iteration 86Q: 3 clusters Score -2309796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2309794.250000 Penalty: 4876.561035
	Iteration 87Q: 3 clusters Score -2309794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2309798.250000 Penalty: 4876.561035
	Iteration 88Q: 3 clusters Score -2309798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2309799.250000 Penalty: 4876.561035
	Iteration 89Q: 3 clusters Score -2309799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2309802.000000 Penalty: 4876.561035
	Iteration 90Q: 3 clusters Score -2309802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2309802.000000 Penalty: 4876.561035
	Iteration 91F: 3 clusters Score -2309802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Entering Unmasked Estep 
Score: -5049017.000000 Penalty: 2621.927979
	Iteration 0F: 2 clusters Score -5049017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5022638.500000 Penalty: 5243.855957
	Iteration 0F: 3 clusters Score -5022638 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5032279.500000 Penalty: 5243.855957
	Iteration 1F: 3 clusters Score -5032280 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5032789.000000 Penalty: 5243.855957
	Iteration 2Q: 3 clusters Score -5032789 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5033311.500000 Penalty: 5243.855957
	Iteration 3Q: 3 clusters Score -5033312 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5033850.000000 Penalty: 5243.855957
	Iteration 4Q: 3 clusters Score -5033850 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5034514.000000 Penalty: 5243.855957
	Iteration 5Q: 3 clusters Score -5034514 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5035439.500000 Penalty: 5243.855957
	Iteration 6Q: 3 clusters Score -5035440 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5036620.000000 Penalty: 5243.855957
	Iteration 7F: 3 clusters Score -5036620 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5038288.500000 Penalty: 5243.855957
	Iteration 8F: 3 clusters Score -5038288 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -5040259.500000 Penalty: 5243.855957
	Iteration 9F: 3 clusters Score -5040260 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5042205.000000 Penalty: 5243.855957
	Iteration 10F: 3 clusters Score -5042205 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5043845.000000 Penalty: 5243.855957
	Iteration 11F: 3 clusters Score -5043845 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5045078.000000 Penalty: 5243.855957
	Iteration 12Q: 3 clusters Score -5045078 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5045787.500000 Penalty: 5243.855957
	Iteration 13Q: 3 clusters Score -5045788 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5046225.000000 Penalty: 5243.855957
	Iteration 14Q: 3 clusters Score -5046225 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5046443.000000 Penalty: 5243.855957
	Iteration 15Q: 3 clusters Score -5046443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5046545.000000 Penalty: 5243.855957
	Iteration 16Q: 3 clusters Score -5046545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5046624.000000 Penalty: 5243.855957
	Iteration 17Q: 3 clusters Score -5046624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5046675.500000 Penalty: 5243.855957
	Iteration 18Q: 3 clusters Score -5046676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5046719.000000 Penalty: 5243.855957
	Iteration 19Q: 3 clusters Score -5046719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5046749.500000 Penalty: 5243.855957
	Iteration 20F: 3 clusters Score -5046750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5046768.500000 Penalty: 5243.855957
	Iteration 21Q: 3 clusters Score -5046768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -5046776.000000 Penalty: 5243.855957
	Iteration 22Q: 3 clusters Score -5046776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -5046778.000000 Penalty: 5243.855957
	Iteration 23Q: 3 clusters Score -5046778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5046772.000000 Penalty: 5243.855957
	Iteration 24Q: 3 clusters Score -5046772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5046781.000000 Penalty: 5243.855957
	Iteration 25Q: 3 clusters Score -5046781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5046788.000000 Penalty: 5243.855957
	Iteration 26Q: 3 clusters Score -5046788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5046788.000000 Penalty: 5243.855957
	Iteration 27F: 3 clusters Score -5046788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Entering Unmasked Estep 
Score: -1923302.500000 Penalty: 2391.809570
	Iteration 0F: 2 clusters Score -1923302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1912209.250000 Penalty: 4783.619141
	Iteration 0F: 3 clusters Score -1912209 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1915826.125000 Penalty: 4783.619141
	Iteration 1F: 3 clusters Score -1915826 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1916397.250000 Penalty: 4783.619141
	Iteration 2F: 3 clusters Score -1916397 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1916949.750000 Penalty: 4783.619141
	Iteration 3F: 3 clusters Score -1916950 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1917537.250000 Penalty: 4783.619141
	Iteration 4F: 3 clusters Score -1917537 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1918129.625000 Penalty: 4783.619141
	Iteration 5F: 3 clusters Score -1918130 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1918649.125000 Penalty: 4783.619141
	Iteration 6F: 3 clusters Score -1918649 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1919063.875000 Penalty: 4783.619141
	Iteration 7F: 3 clusters Score -1919064 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1919404.500000 Penalty: 4783.619141
	Iteration 8Q: 3 clusters Score -1919404 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1919646.875000 Penalty: 4783.619141
	Iteration 9Q: 3 clusters Score -1919647 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1919868.625000 Penalty: 4783.619141
	Iteration 10Q: 3 clusters Score -1919869 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1920071.500000 Penalty: 4783.619141
	Iteration 11Q: 3 clusters Score -1920072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1920378.000000 Penalty: 4783.619141
	Iteration 12Q: 3 clusters Score -1920378 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1920759.875000 Penalty: 4783.619141
	Iteration 13Q: 3 clusters Score -1920760 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1921177.875000 Penalty: 4783.619141
	Iteration 14Q: 3 clusters Score -1921178 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1921461.125000 Penalty: 4783.619141
	Iteration 15Q: 3 clusters Score -1921461 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1921629.750000 Penalty: 4783.619141
	Iteration 16Q: 3 clusters Score -1921630 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1921740.250000 Penalty: 4783.619141
	Iteration 17Q: 3 clusters Score -1921740 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1921812.625000 Penalty: 4783.619141
	Iteration 18Q: 3 clusters Score -1921813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1921849.500000 Penalty: 4783.619141
	Iteration 19Q: 3 clusters Score -1921850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1921890.750000 Penalty: 4783.619141
	Iteration 20F: 3 clusters Score -1921891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1921913.875000 Penalty: 4783.619141
	Iteration 21Q: 3 clusters Score -1921914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1921939.375000 Penalty: 4783.619141
	Iteration 22Q: 3 clusters Score -1921939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1921951.500000 Penalty: 4783.619141
	Iteration 23Q: 3 clusters Score -1921952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1921958.750000 Penalty: 4783.619141
	Iteration 24Q: 3 clusters Score -1921959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1921971.125000 Penalty: 4783.619141
	Iteration 25Q: 3 clusters Score -1921971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1921997.750000 Penalty: 4783.619141
	Iteration 26Q: 3 clusters Score -1921998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1921997.625000 Penalty: 4783.619141
	Iteration 27Q: 3 clusters Score -1921998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1922017.500000 Penalty: 4783.619141
	Iteration 28Q: 3 clusters Score -1922018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1922023.875000 Penalty: 4783.619141
	Iteration 29Q: 3 clusters Score -1922024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1922038.750000 Penalty: 4783.619141
	Iteration 30Q: 3 clusters Score -1922039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1922053.000000 Penalty: 4783.619141
	Iteration 31Q: 3 clusters Score -1922053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1922062.750000 Penalty: 4783.619141
	Iteration 32Q: 3 clusters Score -1922063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1922074.625000 Penalty: 4783.619141
	Iteration 33Q: 3 clusters Score -1922075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1922093.000000 Penalty: 4783.619141
	Iteration 34Q: 3 clusters Score -1922093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1922115.375000 Penalty: 4783.619141
	Iteration 35Q: 3 clusters Score -1922115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1922145.750000 Penalty: 4783.619141
	Iteration 36Q: 3 clusters Score -1922146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1922176.375000 Penalty: 4783.619141
	Iteration 37Q: 3 clusters Score -1922176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1922193.875000 Penalty: 4783.619141
	Iteration 38Q: 3 clusters Score -1922194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1922218.125000 Penalty: 4783.619141
	Iteration 39Q: 3 clusters Score -1922218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1922243.500000 Penalty: 4783.619141
	Iteration 40F: 3 clusters Score -1922244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1922273.875000 Penalty: 4783.619141
	Iteration 41Q: 3 clusters Score -1922274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1922298.625000 Penalty: 4783.619141
	Iteration 42Q: 3 clusters Score -1922299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1922315.625000 Penalty: 4783.619141
	Iteration 43Q: 3 clusters Score -1922316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1922325.000000 Penalty: 4783.619141
	Iteration 44Q: 3 clusters Score -1922325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1922338.500000 Penalty: 4783.619141
	Iteration 45Q: 3 clusters Score -1922338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1922354.625000 Penalty: 4783.619141
	Iteration 46Q: 3 clusters Score -1922355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1922366.500000 Penalty: 4783.619141
	Iteration 47Q: 3 clusters Score -1922366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1922386.500000 Penalty: 4783.619141
	Iteration 48Q: 3 clusters Score -1922386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1922388.500000 Penalty: 4783.619141
	Iteration 49Q: 3 clusters Score -1922388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1922403.250000 Penalty: 4783.619141
	Iteration 50Q: 3 clusters Score -1922403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1922414.500000 Penalty: 4783.619141
	Iteration 51Q: 3 clusters Score -1922414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1922421.000000 Penalty: 4783.619141
	Iteration 52Q: 3 clusters Score -1922421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1922428.750000 Penalty: 4783.619141
	Iteration 53Q: 3 clusters Score -1922429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1922438.375000 Penalty: 4783.619141
	Iteration 54Q: 3 clusters Score -1922438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1922449.250000 Penalty: 4783.619141
	Iteration 55Q: 3 clusters Score -1922449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1922450.625000 Penalty: 4783.619141
	Iteration 56Q: 3 clusters Score -1922451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1922458.375000 Penalty: 4783.619141
	Iteration 57Q: 3 clusters Score -1922458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1922465.500000 Penalty: 4783.619141
	Iteration 58Q: 3 clusters Score -1922466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1922469.625000 Penalty: 4783.619141
	Iteration 59Q: 3 clusters Score -1922470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1922471.750000 Penalty: 4783.619141
	Iteration 60F: 3 clusters Score -1922472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1922483.125000 Penalty: 4783.619141
	Iteration 61Q: 3 clusters Score -1922483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1922486.625000 Penalty: 4783.619141
	Iteration 62Q: 3 clusters Score -1922487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1922495.375000 Penalty: 4783.619141
	Iteration 63Q: 3 clusters Score -1922495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1922501.125000 Penalty: 4783.619141
	Iteration 64Q: 3 clusters Score -1922501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1922507.125000 Penalty: 4783.619141
	Iteration 65Q: 3 clusters Score -1922507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1922509.875000 Penalty: 4783.619141
	Iteration 66Q: 3 clusters Score -1922510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1922510.875000 Penalty: 4783.619141
	Iteration 67Q: 3 clusters Score -1922511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1922514.250000 Penalty: 4783.619141
	Iteration 68Q: 3 clusters Score -1922514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1922521.125000 Penalty: 4783.619141
	Iteration 69Q: 3 clusters Score -1922521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1922522.375000 Penalty: 4783.619141
	Iteration 70Q: 3 clusters Score -1922522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1922529.500000 Penalty: 4783.619141
	Iteration 71Q: 3 clusters Score -1922530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1922533.125000 Penalty: 4783.619141
	Iteration 72Q: 3 clusters Score -1922533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1922534.125000 Penalty: 4783.619141
	Iteration 73Q: 3 clusters Score -1922534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1922536.375000 Penalty: 4783.619141
	Iteration 74Q: 3 clusters Score -1922536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1922538.625000 Penalty: 4783.619141
	Iteration 75Q: 3 clusters Score -1922539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1922543.375000 Penalty: 4783.619141
	Iteration 76Q: 3 clusters Score -1922543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1922541.000000 Penalty: 4783.619141
	Iteration 77Q: 3 clusters Score -1922541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1922542.125000 Penalty: 4783.619141
	Iteration 78Q: 3 clusters Score -1922542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1922543.375000 Penalty: 4783.619141
	Iteration 79Q: 3 clusters Score -1922543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1922549.125000 Penalty: 4783.619141
	Iteration 80F: 3 clusters Score -1922549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1922551.750000 Penalty: 4783.619141
	Iteration 81Q: 3 clusters Score -1922552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1922550.875000 Penalty: 4783.619141
	Iteration 82Q: 3 clusters Score -1922551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1922555.750000 Penalty: 4783.619141
	Iteration 83Q: 3 clusters Score -1922556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1922556.875000 Penalty: 4783.619141
	Iteration 84Q: 3 clusters Score -1922557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1922557.625000 Penalty: 4783.619141
	Iteration 85Q: 3 clusters Score -1922558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1922556.500000 Penalty: 4783.619141
	Iteration 86Q: 3 clusters Score -1922556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1922558.500000 Penalty: 4783.619141
	Iteration 87Q: 3 clusters Score -1922558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1922559.375000 Penalty: 4783.619141
	Iteration 88Q: 3 clusters Score -1922559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1922562.500000 Penalty: 4783.619141
	Iteration 89Q: 3 clusters Score -1922562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1922560.750000 Penalty: 4783.619141
	Iteration 90Q: 3 clusters Score -1922561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1922561.250000 Penalty: 4783.619141
	Iteration 91Q: 3 clusters Score -1922561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1922564.750000 Penalty: 4783.619141
	Iteration 92Q: 3 clusters Score -1922565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1922565.125000 Penalty: 4783.619141
	Iteration 93Q: 3 clusters Score -1922565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1922568.000000 Penalty: 4783.619141
	Iteration 94Q: 3 clusters Score -1922568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1922565.750000 Penalty: 4783.619141
	Iteration 95Q: 3 clusters Score -1922566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1922565.375000 Penalty: 4783.619141
	Iteration 96Q: 3 clusters Score -1922565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1922565.375000 Penalty: 4783.619141
	Iteration 97F: 3 clusters Score -1922565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -412285.906250 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -412285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -408523.562500 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -408523.6 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -409418.562500 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -409418.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -409657.156250 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -409657.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -409834.937500 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -409834.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -410011.593750 Penalty: 4081.440674
	Iteration 4F: 3 clusters Score -410011.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -410142.375000 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -410142.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -410237.968750 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -410238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -410311.656250 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -410311.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -410386.937500 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -410386.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -410447.718750 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -410447.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410498.562500 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -410498.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -410542.250000 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -410542.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -410585.156250 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -410585.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -410625.031250 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -410625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410659.875000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -410659.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410683.968750 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -410684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -410713.187500 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -410713.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -410750.468750 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -410750.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -410785.312500 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -410785.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -410819.312500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -410819.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -410845.562500 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -410845.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410870.312500 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -410870.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410892.562500 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -410892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -410913.125000 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -410913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -410939.281250 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -410939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -410957.812500 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -410957.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -410969.218750 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -410969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -410986.281250 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -410986.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411011.187500 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -411011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -411029.000000 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -411029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -411045.968750 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -411046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -411061.531250 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -411061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -411081.656250 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -411081.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -411101.437500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -411101.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -411117.812500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -411117.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -411134.812500 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -411134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -411149.312500 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -411149.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -411160.562500 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -411160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -411168.062500 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -411168.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -411175.562500 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -411175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -411181.218750 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -411181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -411187.437500 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -411187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -411193.875000 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -411193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -411197.812500 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -411197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -411203.250000 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -411203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -411208.906250 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -411208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -411213.187500 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -411213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -411219.750000 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -411219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -411222.750000 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -411222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -411227.500000 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -411227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -411228.687500 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -411228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -411230.937500 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -411230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -411231.343750 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -411231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411232.812500 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -411232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -411233.812500 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -411233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -411235.187500 Penalty: 4081.440674
	Iteration 55Q: 3 clusters Score -411235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -411235.750000 Penalty: 4081.440674
	Iteration 56Q: 3 clusters Score -411235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -411236.312500 Penalty: 4081.440674
	Iteration 57Q: 3 clusters Score -411236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -411235.968750 Penalty: 4081.440674
	Iteration 58Q: 3 clusters Score -411236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -411235.968750 Penalty: 4081.440674
	Iteration 59F: 3 clusters Score -411236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -791887.562500 Penalty: 2202.143799
	Iteration 0F: 2 clusters Score -791887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -786063.750000 Penalty: 4404.287598
	Iteration 0F: 3 clusters Score -786063.8 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -787843.187500 Penalty: 4404.287598
	Iteration 1F: 3 clusters Score -787843.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -788308.750000 Penalty: 4404.287598
	Iteration 2F: 3 clusters Score -788308.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -788683.937500 Penalty: 4404.287598
	Iteration 3F: 3 clusters Score -788683.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -789009.125000 Penalty: 4404.287598
	Iteration 4F: 3 clusters Score -789009.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -789277.812500 Penalty: 4404.287598
	Iteration 5Q: 3 clusters Score -789277.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -789504.187500 Penalty: 4404.287598
	Iteration 6Q: 3 clusters Score -789504.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -789693.937500 Penalty: 4404.287598
	Iteration 7Q: 3 clusters Score -789693.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -789839.562500 Penalty: 4404.287598
	Iteration 8Q: 3 clusters Score -789839.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -789933.312500 Penalty: 4404.287598
	Iteration 9Q: 3 clusters Score -789933.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -789990.375000 Penalty: 4404.287598
	Iteration 10Q: 3 clusters Score -789990.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -790045.125000 Penalty: 4404.287598
	Iteration 11Q: 3 clusters Score -790045.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -790083.250000 Penalty: 4404.287598
	Iteration 12Q: 3 clusters Score -790083.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -790114.812500 Penalty: 4404.287598
	Iteration 13Q: 3 clusters Score -790114.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -790145.500000 Penalty: 4404.287598
	Iteration 14Q: 3 clusters Score -790145.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -790178.687500 Penalty: 4404.287598
	Iteration 15Q: 3 clusters Score -790178.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -790216.250000 Penalty: 4404.287598
	Iteration 16Q: 3 clusters Score -790216.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -790261.875000 Penalty: 4404.287598
	Iteration 17Q: 3 clusters Score -790261.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -790303.125000 Penalty: 4404.287598
	Iteration 18Q: 3 clusters Score -790303.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -790340.750000 Penalty: 4404.287598
	Iteration 19Q: 3 clusters Score -790340.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -790392.437500 Penalty: 4404.287598
	Iteration 20F: 3 clusters Score -790392.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -790427.000000 Penalty: 4404.287598
	Iteration 21Q: 3 clusters Score -790427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -790454.625000 Penalty: 4404.287598
	Iteration 22Q: 3 clusters Score -790454.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -790480.562500 Penalty: 4404.287598
	Iteration 23Q: 3 clusters Score -790480.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -790501.437500 Penalty: 4404.287598
	Iteration 24Q: 3 clusters Score -790501.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -790524.000000 Penalty: 4404.287598
	Iteration 25Q: 3 clusters Score -790524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -790541.562500 Penalty: 4404.287598
	Iteration 26Q: 3 clusters Score -790541.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -790561.187500 Penalty: 4404.287598
	Iteration 27Q: 3 clusters Score -790561.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -790582.312500 Penalty: 4404.287598
	Iteration 28Q: 3 clusters Score -790582.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -790601.750000 Penalty: 4404.287598
	Iteration 29Q: 3 clusters Score -790601.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -790618.500000 Penalty: 4404.287598
	Iteration 30Q: 3 clusters Score -790618.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -790633.062500 Penalty: 4404.287598
	Iteration 31Q: 3 clusters Score -790633.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -790646.500000 Penalty: 4404.287598
	Iteration 32Q: 3 clusters Score -790646.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -790664.937500 Penalty: 4404.287598
	Iteration 33Q: 3 clusters Score -790664.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -790680.187500 Penalty: 4404.287598
	Iteration 34Q: 3 clusters Score -790680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -790695.000000 Penalty: 4404.287598
	Iteration 35Q: 3 clusters Score -790695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -790702.375000 Penalty: 4404.287598
	Iteration 36Q: 3 clusters Score -790702.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -790706.375000 Penalty: 4404.287598
	Iteration 37Q: 3 clusters Score -790706.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -790713.125000 Penalty: 4404.287598
	Iteration 38Q: 3 clusters Score -790713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -790716.062500 Penalty: 4404.287598
	Iteration 39Q: 3 clusters Score -790716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -790718.625000 Penalty: 4404.287598
	Iteration 40F: 3 clusters Score -790718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -790721.812500 Penalty: 4404.287598
	Iteration 41Q: 3 clusters Score -790721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -790724.375000 Penalty: 4404.287598
	Iteration 42Q: 3 clusters Score -790724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -790726.812500 Penalty: 4404.287598
	Iteration 43Q: 3 clusters Score -790726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -790729.500000 Penalty: 4404.287598
	Iteration 44Q: 3 clusters Score -790729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -790733.062500 Penalty: 4404.287598
	Iteration 45Q: 3 clusters Score -790733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -790734.500000 Penalty: 4404.287598
	Iteration 46Q: 3 clusters Score -790734.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -790736.375000 Penalty: 4404.287598
	Iteration 47Q: 3 clusters Score -790736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -790738.437500 Penalty: 4404.287598
	Iteration 48Q: 3 clusters Score -790738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -790738.812500 Penalty: 4404.287598
	Iteration 49Q: 3 clusters Score -790738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -790737.125000 Penalty: 4404.287598
	Iteration 50Q: 3 clusters Score -790737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -790737.687500 Penalty: 4404.287598
	Iteration 51Q: 3 clusters Score -790737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -790737.250000 Penalty: 4404.287598
	Iteration 52Q: 3 clusters Score -790737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -790741.625000 Penalty: 4404.287598
	Iteration 53Q: 3 clusters Score -790741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -790740.750000 Penalty: 4404.287598
	Iteration 54Q: 3 clusters Score -790740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -790744.562500 Penalty: 4404.287598
	Iteration 55Q: 3 clusters Score -790744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -790742.687500 Penalty: 4404.287598
	Iteration 56Q: 3 clusters Score -790742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -790744.375000 Penalty: 4404.287598
	Iteration 57Q: 3 clusters Score -790744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -790744.750000 Penalty: 4404.287598
	Iteration 58Q: 3 clusters Score -790744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -790744.750000 Penalty: 4404.287598
	Iteration 59Q: 3 clusters Score -790744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -790745.187500 Penalty: 4404.287598
	Iteration 60F: 3 clusters Score -790745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -790747.000000 Penalty: 4404.287598
	Iteration 61Q: 3 clusters Score -790747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -790747.250000 Penalty: 4404.287598
	Iteration 62Q: 3 clusters Score -790747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -790746.750000 Penalty: 4404.287598
	Iteration 63Q: 3 clusters Score -790746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -790748.812500 Penalty: 4404.287598
	Iteration 64Q: 3 clusters Score -790748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -790753.000000 Penalty: 4404.287598
	Iteration 65Q: 3 clusters Score -790753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -790753.687500 Penalty: 4404.287598
	Iteration 66Q: 3 clusters Score -790753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -790752.625000 Penalty: 4404.287598
	Iteration 67Q: 3 clusters Score -790752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -790753.625000 Penalty: 4404.287598
	Iteration 68Q: 3 clusters Score -790753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -790753.750000 Penalty: 4404.287598
	Iteration 69Q: 3 clusters Score -790753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -790755.625000 Penalty: 4404.287598
	Iteration 70Q: 3 clusters Score -790755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -790757.562500 Penalty: 4404.287598
	Iteration 71Q: 3 clusters Score -790757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -790760.125000 Penalty: 4404.287598
	Iteration 72Q: 3 clusters Score -790760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -790762.062500 Penalty: 4404.287598
	Iteration 73Q: 3 clusters Score -790762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -790763.687500 Penalty: 4404.287598
	Iteration 74Q: 3 clusters Score -790763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -790764.625000 Penalty: 4404.287598
	Iteration 75Q: 3 clusters Score -790764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -790768.062500 Penalty: 4404.287598
	Iteration 76Q: 3 clusters Score -790768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -790767.937500 Penalty: 4404.287598
	Iteration 77Q: 3 clusters Score -790767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -790770.250000 Penalty: 4404.287598
	Iteration 78Q: 3 clusters Score -790770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -790771.562500 Penalty: 4404.287598
	Iteration 79Q: 3 clusters Score -790771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -790772.312500 Penalty: 4404.287598
	Iteration 80F: 3 clusters Score -790772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -790772.062500 Penalty: 4404.287598
	Iteration 81Q: 3 clusters Score -790772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -790773.500000 Penalty: 4404.287598
	Iteration 82Q: 3 clusters Score -790773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -790775.000000 Penalty: 4404.287598
	Iteration 83Q: 3 clusters Score -790775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -790777.437500 Penalty: 4404.287598
	Iteration 84Q: 3 clusters Score -790777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -790777.000000 Penalty: 4404.287598
	Iteration 85Q: 3 clusters Score -790777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -790777.875000 Penalty: 4404.287598
	Iteration 86Q: 3 clusters Score -790777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -790778.625000 Penalty: 4404.287598
	Iteration 87Q: 3 clusters Score -790778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -790779.187500 Penalty: 4404.287598
	Iteration 88Q: 3 clusters Score -790779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -790776.875000 Penalty: 4404.287598
	Iteration 89Q: 3 clusters Score -790776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -790778.875000 Penalty: 4404.287598
	Iteration 90Q: 3 clusters Score -790778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -790780.062500 Penalty: 4404.287598
	Iteration 91Q: 3 clusters Score -790780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -790780.062500 Penalty: 4404.287598
	Iteration 92F: 3 clusters Score -790780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -90497.890625 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90497.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88768.843750 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -88768.84 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89277.304688 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89277.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89688.984375 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89688.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90120.171875 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90120.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90509.242188 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90509.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90879.562500 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90879.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91120.882812 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91120.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91200.882812 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91200.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91231.164062 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91231.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91238.898438 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91246.062500 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91246.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91252.492188 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91252.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91253.531250 Penalty: 3330.228516
	Iteration 12F: 3 clusters Score -91253.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91262.984375 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91262.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91274.093750 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91274.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91291.898438 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -91291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91291.898438 Penalty: 3330.228516
	Iteration 16F: 3 clusters Score -91291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 428 members 
Entering Unmasked Estep 
Score: -104963696.000000 Penalty: 125167.218750
Splitting cluster 14 changes total score from -104964584.000000 to -104963696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -990207.375000 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -990207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -983738.375000 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -983738.4 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -985493.437500 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -985493.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -985813.750000 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -985813.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -986059.312500 Penalty: 4464.606445
	Iteration 3F: 3 clusters Score -986059.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -986328.062500 Penalty: 4464.606445
	Iteration 4F: 3 clusters Score -986328.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -986632.000000 Penalty: 4464.606445
	Iteration 5F: 3 clusters Score -986632 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -986932.562500 Penalty: 4464.606445
	Iteration 6F: 3 clusters Score -986932.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -987214.437500 Penalty: 4464.606445
	Iteration 7F: 3 clusters Score -987214.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -987464.375000 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -987464.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -987643.937500 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -987643.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -987770.812500 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -987770.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -987849.875000 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -987849.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -987901.062500 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -987901.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -987942.062500 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -987942.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -987978.937500 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -987978.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -988001.687500 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -988001.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -988016.750000 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -988016.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -988024.375000 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -988024.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -988030.000000 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -988030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -988038.062500 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -988038.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -988043.875000 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -988043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -988047.500000 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -988047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -988048.812500 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -988048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -988051.187500 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -988051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -988053.687500 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -988053.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -988054.687500 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -988054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -988056.437500 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -988056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -988055.312500 Penalty: 4464.606445
	Iteration 27Q: 3 clusters Score -988055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -988055.000000 Penalty: 4464.606445
	Iteration 28Q: 3 clusters Score -988055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -988055.562500 Penalty: 4464.606445
	Iteration 29Q: 3 clusters Score -988055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -988056.187500 Penalty: 4464.606445
	Iteration 30Q: 3 clusters Score -988056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -988056.187500 Penalty: 4464.606445
	Iteration 31F: 3 clusters Score -988056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (354370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354370 members 
Entering Unmasked Estep 
Score: -45913348.000000 Penalty: 3168.968018
	Iteration 0F: 2 clusters Score -4.591335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177008 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -45702904.000000 Penalty: 6337.936035
	Iteration 0F: 3 clusters Score -4.57029e+07 nChanged 172329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175795 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -45804656.000000 Penalty: 6337.936035
	Iteration 1F: 3 clusters Score -4.580466e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174425 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -45806024.000000 Penalty: 6337.936035
	Iteration 2Q: 3 clusters Score -4.580602e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -45807716.000000 Penalty: 6337.936035
	Iteration 3Q: 3 clusters Score -4.580772e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169132 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -45809292.000000 Penalty: 6337.936035
	Iteration 4Q: 3 clusters Score -4.580929e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 190242 members 
Entering Unmasked Estep 
Score: -45812468.000000 Penalty: 6337.936035
	Iteration 5Q: 3 clusters Score -4.581247e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 197581 members 
Entering Unmasked Estep 
Score: -45816680.000000 Penalty: 6337.936035
	Iteration 6Q: 3 clusters Score -4.581668e+07 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 207394 members 
Entering Unmasked Estep 
Score: -45822996.000000 Penalty: 6337.936035
	Iteration 7Q: 3 clusters Score -4.5823e+07 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 219442 members 
Entering Unmasked Estep 
Score: -45832208.000000 Penalty: 6337.936035
	Iteration 8F: 3 clusters Score -4.583221e+07 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -45844536.000000 Penalty: 6337.936035
	Iteration 9F: 3 clusters Score -4.584454e+07 nChanged 22086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 239938 members 
Entering Unmasked Estep 
Score: -45857140.000000 Penalty: 6337.936035
	Iteration 10F: 3 clusters Score -4.585714e+07 nChanged 19941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -45867780.000000 Penalty: 6337.936035
	Iteration 11F: 3 clusters Score -4.586778e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 244009 members 
Entering Unmasked Estep 
Score: -45871864.000000 Penalty: 6337.936035
	Iteration 12Q: 3 clusters Score -4.587186e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 243047 members 
Entering Unmasked Estep 
Score: -45872460.000000 Penalty: 6337.936035
	Iteration 13Q: 3 clusters Score -4.587246e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 241611 members 
Entering Unmasked Estep 
Score: -45872244.000000 Penalty: 6337.936035
	Iteration 14Q: 3 clusters Score -4.587224e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 239898 members 
Entering Unmasked Estep 
Score: -45871676.000000 Penalty: 6337.936035
	Iteration 15Q: 3 clusters Score -4.587168e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 237841 members 
Entering Unmasked Estep 
Score: -45871308.000000 Penalty: 6337.936035
	Iteration 16Q: 3 clusters Score -4.587131e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 235585 members 
Entering Unmasked Estep 
Score: -45871092.000000 Penalty: 6337.936035
	Iteration 17Q: 3 clusters Score -4.587109e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 233058 members 
Entering Unmasked Estep 
Score: -45871116.000000 Penalty: 6337.936035
	Iteration 18Q: 3 clusters Score -4.587112e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 230298 members 
Entering Unmasked Estep 
Score: -45871044.000000 Penalty: 6337.936035
	Iteration 19Q: 3 clusters Score -4.587104e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -45871196.000000 Penalty: 6337.936035
	Iteration 20F: 3 clusters Score -4.58712e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 224185 members 
Entering Unmasked Estep 
Score: -45871280.000000 Penalty: 6337.936035
	Iteration 21Q: 3 clusters Score -4.587128e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 220991 members 
Entering Unmasked Estep 
Score: -45871612.000000 Penalty: 6337.936035
	Iteration 22Q: 3 clusters Score -4.587161e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 217834 members 
Entering Unmasked Estep 
Score: -45871928.000000 Penalty: 6337.936035
	Iteration 23Q: 3 clusters Score -4.587193e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 214621 members 
Entering Unmasked Estep 
Score: -45872220.000000 Penalty: 6337.936035
	Iteration 24Q: 3 clusters Score -4.587222e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 211494 members 
Entering Unmasked Estep 
Score: -45872360.000000 Penalty: 6337.936035
	Iteration 25Q: 3 clusters Score -4.587236e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 208465 members 
Entering Unmasked Estep 
Score: -45872576.000000 Penalty: 6337.936035
	Iteration 26Q: 3 clusters Score -4.587258e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 205622 members 
Entering Unmasked Estep 
Score: -45872860.000000 Penalty: 6337.936035
	Iteration 27Q: 3 clusters Score -4.587286e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 202832 members 
Entering Unmasked Estep 
Score: -45872880.000000 Penalty: 6337.936035
	Iteration 28Q: 3 clusters Score -4.587288e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 200156 members 
Entering Unmasked Estep 
Score: -45873120.000000 Penalty: 6337.936035
	Iteration 29Q: 3 clusters Score -4.587312e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -45873296.000000 Penalty: 6337.936035
	Iteration 30Q: 3 clusters Score -4.58733e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -45873536.000000 Penalty: 6337.936035
	Iteration 31Q: 3 clusters Score -4.587354e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 192321 members 
Entering Unmasked Estep 
Score: -45873576.000000 Penalty: 6337.936035
	Iteration 32Q: 3 clusters Score -4.587358e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 189847 members 
Entering Unmasked Estep 
Score: -45873844.000000 Penalty: 6337.936035
	Iteration 33Q: 3 clusters Score -4.587384e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 187650 members 
Entering Unmasked Estep 
Score: -45873924.000000 Penalty: 6337.936035
	Iteration 34Q: 3 clusters Score -4.587392e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -45874180.000000 Penalty: 6337.936035
	Iteration 35Q: 3 clusters Score -4.587418e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 183340 members 
Entering Unmasked Estep 
Score: -45874212.000000 Penalty: 6337.936035
	Iteration 36Q: 3 clusters Score -4.587421e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 180932 members 
Entering Unmasked Estep 
Score: -45874344.000000 Penalty: 6337.936035
	Iteration 37Q: 3 clusters Score -4.587434e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -45874640.000000 Penalty: 6337.936035
	Iteration 38Q: 3 clusters Score -4.587464e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 175929 members 
Entering Unmasked Estep 
Score: -45874620.000000 Penalty: 6337.936035
	Iteration 39Q: 3 clusters Score -4.587462e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -45874880.000000 Penalty: 6337.936035
	Iteration 40F: 3 clusters Score -4.587488e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -45874880.000000 Penalty: 6337.936035
	Iteration 41Q: 3 clusters Score -4.587488e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 167339 members 
Entering Unmasked Estep 
Score: -45874832.000000 Penalty: 6337.936035
	Iteration 42Q: 3 clusters Score -4.587483e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190425 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -45874996.000000 Penalty: 6337.936035
	Iteration 43Q: 3 clusters Score -4.5875e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194598 members 
Mstep: Class 2 contains 159772 members 
Entering Unmasked Estep 
Score: -45875108.000000 Penalty: 6337.936035
	Iteration 44Q: 3 clusters Score -4.587511e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199928 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -45875676.000000 Penalty: 6337.936035
	Iteration 45Q: 3 clusters Score -4.587568e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206325 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -45876104.000000 Penalty: 6337.936035
	Iteration 46Q: 3 clusters Score -4.58761e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213661 members 
Mstep: Class 2 contains 140709 members 
Entering Unmasked Estep 
Score: -45876492.000000 Penalty: 6337.936035
	Iteration 47Q: 3 clusters Score -4.587649e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222628 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -45876904.000000 Penalty: 6337.936035
	Iteration 48Q: 3 clusters Score -4.58769e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233015 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -45877764.000000 Penalty: 6337.936035
	Iteration 49Q: 3 clusters Score -4.587776e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244015 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -45879468.000000 Penalty: 6337.936035
	Iteration 50Q: 3 clusters Score -4.587947e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255192 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -45880800.000000 Penalty: 6337.936035
	Iteration 51Q: 3 clusters Score -4.58808e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266296 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -45882100.000000 Penalty: 6337.936035
	Iteration 52Q: 3 clusters Score -4.58821e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276753 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -45883484.000000 Penalty: 6337.936035
	Iteration 53Q: 3 clusters Score -4.588348e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286104 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -45885108.000000 Penalty: 6337.936035
	Iteration 54Q: 3 clusters Score -4.588511e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294600 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -45885896.000000 Penalty: 6337.936035
	Iteration 55Q: 3 clusters Score -4.58859e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302174 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -45886872.000000 Penalty: 6337.936035
	Iteration 56Q: 3 clusters Score -4.588687e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308833 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -45887724.000000 Penalty: 6337.936035
	Iteration 57Q: 3 clusters Score -4.588772e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314683 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -45888508.000000 Penalty: 6337.936035
	Iteration 58Q: 3 clusters Score -4.588851e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319828 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -45889876.000000 Penalty: 6337.936035
	Iteration 59Q: 3 clusters Score -4.588988e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324601 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -45894560.000000 Penalty: 6337.936035
	Iteration 60F: 3 clusters Score -4.589456e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332254 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -45898784.000000 Penalty: 6337.936035
	Iteration 61Q: 3 clusters Score -4.589878e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338442 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -45901424.000000 Penalty: 6337.936035
	Iteration 62Q: 3 clusters Score -4.590142e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343428 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -45904036.000000 Penalty: 6337.936035
	Iteration 63Q: 3 clusters Score -4.590404e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347305 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -45907156.000000 Penalty: 6337.936035
	Iteration 64Q: 3 clusters Score -4.590716e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350130 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -45908588.000000 Penalty: 6337.936035
	Iteration 65Q: 3 clusters Score -4.590859e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351911 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -45909508.000000 Penalty: 6337.936035
	Iteration 66Q: 3 clusters Score -4.590951e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352932 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -45910088.000000 Penalty: 6337.936035
	Iteration 67Q: 3 clusters Score -4.591009e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353438 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -45910208.000000 Penalty: 6337.936035
	Iteration 68Q: 3 clusters Score -4.591021e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45910492.000000 Penalty: 6337.936035
	Iteration 69Q: 3 clusters Score -4.591049e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353800 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45910580.000000 Penalty: 6337.936035
	Iteration 70Q: 3 clusters Score -4.591058e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353868 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45910636.000000 Penalty: 6337.936035
	Iteration 71Q: 3 clusters Score -4.591064e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353910 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -45910668.000000 Penalty: 6337.936035
	Iteration 72Q: 3 clusters Score -4.591067e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353933 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45910704.000000 Penalty: 6337.936035
	Iteration 73Q: 3 clusters Score -4.59107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353952 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45910720.000000 Penalty: 6337.936035
	Iteration 74Q: 3 clusters Score -4.591072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353966 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45910744.000000 Penalty: 6337.936035
	Iteration 75Q: 3 clusters Score -4.591074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353975 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45910768.000000 Penalty: 6337.936035
	Iteration 76Q: 3 clusters Score -4.591077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353982 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -45910736.000000 Penalty: 6337.936035
	Iteration 77Q: 3 clusters Score -4.591074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353985 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45910764.000000 Penalty: 6337.936035
	Iteration 78Q: 3 clusters Score -4.591076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353993 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45910760.000000 Penalty: 6337.936035
	Iteration 79Q: 3 clusters Score -4.591076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354001 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45910776.000000 Penalty: 6337.936035
	Iteration 80F: 3 clusters Score -4.591078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354007 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45910784.000000 Penalty: 6337.936035
	Iteration 81Q: 3 clusters Score -4.591078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354009 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45910784.000000 Penalty: 6337.936035
	Iteration 82Q: 3 clusters Score -4.591078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354013 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45910788.000000 Penalty: 6337.936035
	Iteration 83Q: 3 clusters Score -4.591079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354012 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45910780.000000 Penalty: 6337.936035
	Iteration 84Q: 3 clusters Score -4.591078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354012 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45910780.000000 Penalty: 6337.936035
	Iteration 85F: 3 clusters Score -4.591078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Entering Unmasked Estep 
Score: -5599300.000000 Penalty: 2651.145508
	Iteration 0F: 2 clusters Score -5599300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5569426.000000 Penalty: 5302.291016
	Iteration 0F: 3 clusters Score -5569426 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5580509.000000 Penalty: 5302.291016
	Iteration 1F: 3 clusters Score -5580509 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5580874.000000 Penalty: 5302.291016
	Iteration 2Q: 3 clusters Score -5580874 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5581183.500000 Penalty: 5302.291016
	Iteration 3Q: 3 clusters Score -5581184 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5581487.000000 Penalty: 5302.291016
	Iteration 4Q: 3 clusters Score -5581487 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5581747.500000 Penalty: 5302.291016
	Iteration 5Q: 3 clusters Score -5581748 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5582065.500000 Penalty: 5302.291016
	Iteration 6Q: 3 clusters Score -5582066 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -5582286.500000 Penalty: 5302.291016
	Iteration 7Q: 3 clusters Score -5582286 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5582592.500000 Penalty: 5302.291016
	Iteration 8Q: 3 clusters Score -5582592 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5582978.500000 Penalty: 5302.291016
	Iteration 9Q: 3 clusters Score -5582978 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -5583525.000000 Penalty: 5302.291016
	Iteration 10Q: 3 clusters Score -5583525 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5584295.500000 Penalty: 5302.291016
	Iteration 11Q: 3 clusters Score -5584296 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5585555.500000 Penalty: 5302.291016
	Iteration 12Q: 3 clusters Score -5585556 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5587496.500000 Penalty: 5302.291016
	Iteration 13F: 3 clusters Score -5587496 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5589911.500000 Penalty: 5302.291016
	Iteration 14F: 3 clusters Score -5589912 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5592365.000000 Penalty: 5302.291016
	Iteration 15F: 3 clusters Score -5592365 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5594279.500000 Penalty: 5302.291016
	Iteration 16Q: 3 clusters Score -5594280 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5595440.000000 Penalty: 5302.291016
	Iteration 17Q: 3 clusters Score -5595440 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5596153.500000 Penalty: 5302.291016
	Iteration 18Q: 3 clusters Score -5596154 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5596480.000000 Penalty: 5302.291016
	Iteration 19Q: 3 clusters Score -5596480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5596657.500000 Penalty: 5302.291016
	Iteration 20F: 3 clusters Score -5596658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5596760.000000 Penalty: 5302.291016
	Iteration 21Q: 3 clusters Score -5596760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5596831.000000 Penalty: 5302.291016
	Iteration 22Q: 3 clusters Score -5596831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5596894.500000 Penalty: 5302.291016
	Iteration 23Q: 3 clusters Score -5596894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -5596939.000000 Penalty: 5302.291016
	Iteration 24Q: 3 clusters Score -5596939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -5596968.000000 Penalty: 5302.291016
	Iteration 25Q: 3 clusters Score -5596968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5596983.500000 Penalty: 5302.291016
	Iteration 26Q: 3 clusters Score -5596984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5596989.000000 Penalty: 5302.291016
	Iteration 27Q: 3 clusters Score -5596989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5596996.500000 Penalty: 5302.291016
	Iteration 28Q: 3 clusters Score -5596996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5597005.000000 Penalty: 5302.291016
	Iteration 29Q: 3 clusters Score -5597005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5597006.000000 Penalty: 5302.291016
	Iteration 30Q: 3 clusters Score -5597006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5597014.500000 Penalty: 5302.291016
	Iteration 31Q: 3 clusters Score -5597014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5597019.000000 Penalty: 5302.291016
	Iteration 32Q: 3 clusters Score -5597019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5597019.000000 Penalty: 5302.291016
	Iteration 33F: 3 clusters Score -5597019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -83697.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -83697.45 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 375 members 
Entering Unmasked Estep 
Score: -82047.257812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -82047.26 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82490.554688 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -82490.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82842.890625 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -82842.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83215.507812 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -83215.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83345.757812 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -83345.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83480.546875 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -83480.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83679.257812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -83679.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83788.351562 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -83788.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83881.187500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -83881.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84022.773438 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84022.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84097.296875 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84105.406250 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84105.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84116.289062 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84116.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84125.664062 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84125.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84131.359375 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84131.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84142.101562 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -84142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84144.257812 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -84144.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84144.257812 Penalty: 3284.877197
	Iteration 17F: 3 clusters Score -84144.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 355 members 
Entering Unmasked Estep 
Score: -104963320.000000 Penalty: 125167.218750
Splitting cluster 18 changes total score from -104964584.000000 to -104963320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Entering Unmasked Estep 
Score: -2463587.000000 Penalty: 2438.333740
	Iteration 0F: 2 clusters Score -2463587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2450430.250000 Penalty: 4876.667480
	Iteration 0F: 3 clusters Score -2450430 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2454744.250000 Penalty: 4876.667480
	Iteration 1F: 3 clusters Score -2454744 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2455199.500000 Penalty: 4876.667480
	Iteration 2F: 3 clusters Score -2455200 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2455595.000000 Penalty: 4876.667480
	Iteration 3F: 3 clusters Score -2455595 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2456011.000000 Penalty: 4876.667480
	Iteration 4Q: 3 clusters Score -2456011 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2456463.500000 Penalty: 4876.667480
	Iteration 5Q: 3 clusters Score -2456464 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2456951.250000 Penalty: 4876.667480
	Iteration 6Q: 3 clusters Score -2456951 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2457559.500000 Penalty: 4876.667480
	Iteration 7F: 3 clusters Score -2457560 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2458320.000000 Penalty: 4876.667480
	Iteration 8F: 3 clusters Score -2458320 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2459069.750000 Penalty: 4876.667480
	Iteration 9F: 3 clusters Score -2459070 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2459810.500000 Penalty: 4876.667480
	Iteration 10Q: 3 clusters Score -2459810 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2460427.750000 Penalty: 4876.667480
	Iteration 11Q: 3 clusters Score -2460428 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2460811.000000 Penalty: 4876.667480
	Iteration 12Q: 3 clusters Score -2460811 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2461055.250000 Penalty: 4876.667480
	Iteration 13Q: 3 clusters Score -2461055 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2461202.750000 Penalty: 4876.667480
	Iteration 14Q: 3 clusters Score -2461203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2461293.500000 Penalty: 4876.667480
	Iteration 15Q: 3 clusters Score -2461294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2461374.500000 Penalty: 4876.667480
	Iteration 16Q: 3 clusters Score -2461374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2461416.500000 Penalty: 4876.667480
	Iteration 17Q: 3 clusters Score -2461416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2461446.000000 Penalty: 4876.667480
	Iteration 18Q: 3 clusters Score -2461446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2461471.000000 Penalty: 4876.667480
	Iteration 19Q: 3 clusters Score -2461471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2461480.750000 Penalty: 4876.667480
	Iteration 20F: 3 clusters Score -2461481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2461497.000000 Penalty: 4876.667480
	Iteration 21Q: 3 clusters Score -2461497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2461505.250000 Penalty: 4876.667480
	Iteration 22Q: 3 clusters Score -2461505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2461515.250000 Penalty: 4876.667480
	Iteration 23Q: 3 clusters Score -2461515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2461518.750000 Penalty: 4876.667480
	Iteration 24Q: 3 clusters Score -2461519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2461522.750000 Penalty: 4876.667480
	Iteration 25Q: 3 clusters Score -2461523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2461526.750000 Penalty: 4876.667480
	Iteration 26Q: 3 clusters Score -2461527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2461531.000000 Penalty: 4876.667480
	Iteration 27Q: 3 clusters Score -2461531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2461535.000000 Penalty: 4876.667480
	Iteration 28Q: 3 clusters Score -2461535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2461535.750000 Penalty: 4876.667480
	Iteration 29Q: 3 clusters Score -2461536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2461541.000000 Penalty: 4876.667480
	Iteration 30Q: 3 clusters Score -2461541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2461543.500000 Penalty: 4876.667480
	Iteration 31Q: 3 clusters Score -2461544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2461543.500000 Penalty: 4876.667480
	Iteration 32F: 3 clusters Score -2461544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Entering Unmasked Estep 
Score: -1843296.625000 Penalty: 2373.992432
	Iteration 0F: 2 clusters Score -1843297 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 7211 members 
Entering Unmasked Estep 
Score: -1832858.875000 Penalty: 4747.984863
	Iteration 0F: 3 clusters Score -1832859 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1836081.000000 Penalty: 4747.984863
	Iteration 1F: 3 clusters Score -1836081 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1836464.000000 Penalty: 4747.984863
	Iteration 2F: 3 clusters Score -1836464 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1836841.875000 Penalty: 4747.984863
	Iteration 3F: 3 clusters Score -1836842 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1837285.750000 Penalty: 4747.984863
	Iteration 4F: 3 clusters Score -1837286 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1837865.000000 Penalty: 4747.984863
	Iteration 5F: 3 clusters Score -1837865 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1838628.875000 Penalty: 4747.984863
	Iteration 6F: 3 clusters Score -1838629 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1839574.875000 Penalty: 4747.984863
	Iteration 7F: 3 clusters Score -1839575 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1840470.125000 Penalty: 4747.984863
	Iteration 8F: 3 clusters Score -1840470 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1841082.125000 Penalty: 4747.984863
	Iteration 9F: 3 clusters Score -1841082 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1841430.500000 Penalty: 4747.984863
	Iteration 10Q: 3 clusters Score -1841430 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1841612.625000 Penalty: 4747.984863
	Iteration 11Q: 3 clusters Score -1841613 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1841723.500000 Penalty: 4747.984863
	Iteration 12Q: 3 clusters Score -1841724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1841799.375000 Penalty: 4747.984863
	Iteration 13Q: 3 clusters Score -1841799 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1841862.375000 Penalty: 4747.984863
	Iteration 14Q: 3 clusters Score -1841862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1841927.125000 Penalty: 4747.984863
	Iteration 15Q: 3 clusters Score -1841927 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1841992.750000 Penalty: 4747.984863
	Iteration 16Q: 3 clusters Score -1841993 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1842059.375000 Penalty: 4747.984863
	Iteration 17Q: 3 clusters Score -1842059 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1842138.500000 Penalty: 4747.984863
	Iteration 18Q: 3 clusters Score -1842138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1842228.625000 Penalty: 4747.984863
	Iteration 19Q: 3 clusters Score -1842229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1842307.000000 Penalty: 4747.984863
	Iteration 20F: 3 clusters Score -1842307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1842368.875000 Penalty: 4747.984863
	Iteration 21Q: 3 clusters Score -1842369 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1842412.375000 Penalty: 4747.984863
	Iteration 22Q: 3 clusters Score -1842412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1842441.625000 Penalty: 4747.984863
	Iteration 23Q: 3 clusters Score -1842442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1842462.125000 Penalty: 4747.984863
	Iteration 24Q: 3 clusters Score -1842462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1842468.625000 Penalty: 4747.984863
	Iteration 25Q: 3 clusters Score -1842469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1842488.750000 Penalty: 4747.984863
	Iteration 26Q: 3 clusters Score -1842489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1842500.125000 Penalty: 4747.984863
	Iteration 27Q: 3 clusters Score -1842500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1842512.125000 Penalty: 4747.984863
	Iteration 28Q: 3 clusters Score -1842512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1842509.750000 Penalty: 4747.984863
	Iteration 29Q: 3 clusters Score -1842510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1842517.000000 Penalty: 4747.984863
	Iteration 30Q: 3 clusters Score -1842517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1842517.875000 Penalty: 4747.984863
	Iteration 31Q: 3 clusters Score -1842518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1842520.625000 Penalty: 4747.984863
	Iteration 32Q: 3 clusters Score -1842521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1842528.500000 Penalty: 4747.984863
	Iteration 33Q: 3 clusters Score -1842528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1842535.375000 Penalty: 4747.984863
	Iteration 34Q: 3 clusters Score -1842535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1842540.000000 Penalty: 4747.984863
	Iteration 35Q: 3 clusters Score -1842540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1842543.000000 Penalty: 4747.984863
	Iteration 36Q: 3 clusters Score -1842543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1842546.375000 Penalty: 4747.984863
	Iteration 37Q: 3 clusters Score -1842546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1842548.750000 Penalty: 4747.984863
	Iteration 38Q: 3 clusters Score -1842549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1842553.750000 Penalty: 4747.984863
	Iteration 39Q: 3 clusters Score -1842554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1842559.500000 Penalty: 4747.984863
	Iteration 40F: 3 clusters Score -1842560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1842559.750000 Penalty: 4747.984863
	Iteration 41Q: 3 clusters Score -1842560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1842564.500000 Penalty: 4747.984863
	Iteration 42Q: 3 clusters Score -1842564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1842565.125000 Penalty: 4747.984863
	Iteration 43Q: 3 clusters Score -1842565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1842568.000000 Penalty: 4747.984863
	Iteration 44Q: 3 clusters Score -1842568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1842568.750000 Penalty: 4747.984863
	Iteration 45Q: 3 clusters Score -1842569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1842571.250000 Penalty: 4747.984863
	Iteration 46Q: 3 clusters Score -1842571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1842573.500000 Penalty: 4747.984863
	Iteration 47Q: 3 clusters Score -1842574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1842576.500000 Penalty: 4747.984863
	Iteration 48Q: 3 clusters Score -1842576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1842575.250000 Penalty: 4747.984863
	Iteration 49Q: 3 clusters Score -1842575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1842577.750000 Penalty: 4747.984863
	Iteration 50Q: 3 clusters Score -1842578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1842580.125000 Penalty: 4747.984863
	Iteration 51Q: 3 clusters Score -1842580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1842577.000000 Penalty: 4747.984863
	Iteration 52Q: 3 clusters Score -1842577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1842581.625000 Penalty: 4747.984863
	Iteration 53Q: 3 clusters Score -1842582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1842582.125000 Penalty: 4747.984863
	Iteration 54Q: 3 clusters Score -1842582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1842586.125000 Penalty: 4747.984863
	Iteration 55Q: 3 clusters Score -1842586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1842583.375000 Penalty: 4747.984863
	Iteration 56Q: 3 clusters Score -1842583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1842586.875000 Penalty: 4747.984863
	Iteration 57Q: 3 clusters Score -1842587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1842586.875000 Penalty: 4747.984863
	Iteration 58F: 3 clusters Score -1842587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Entering Unmasked Estep 
Score: -9019065.000000 Penalty: 2763.260742
	Iteration 0F: 2 clusters Score -9019065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -8972787.000000 Penalty: 5526.521484
	Iteration 0F: 3 clusters Score -8972787 nChanged 32226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -8990650.000000 Penalty: 5526.521484
	Iteration 1F: 3 clusters Score -8990650 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -8991400.000000 Penalty: 5526.521484
	Iteration 2Q: 3 clusters Score -8991400 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8992097.000000 Penalty: 5526.521484
	Iteration 3Q: 3 clusters Score -8992097 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -8993052.000000 Penalty: 5526.521484
	Iteration 4Q: 3 clusters Score -8993052 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -8994299.000000 Penalty: 5526.521484
	Iteration 5Q: 3 clusters Score -8994299 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -8996047.000000 Penalty: 5526.521484
	Iteration 6Q: 3 clusters Score -8996047 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -8998525.000000 Penalty: 5526.521484
	Iteration 7F: 3 clusters Score -8998525 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -9001874.000000 Penalty: 5526.521484
	Iteration 8F: 3 clusters Score -9001874 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -9006006.000000 Penalty: 5526.521484
	Iteration 9F: 3 clusters Score -9006006 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -9010481.000000 Penalty: 5526.521484
	Iteration 10F: 3 clusters Score -9010481 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9013669.000000 Penalty: 5526.521484
	Iteration 11F: 3 clusters Score -9013669 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9015726.000000 Penalty: 5526.521484
	Iteration 12Q: 3 clusters Score -9015726 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -9017052.000000 Penalty: 5526.521484
	Iteration 13Q: 3 clusters Score -9017052 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9017930.000000 Penalty: 5526.521484
	Iteration 14Q: 3 clusters Score -9017930 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -9018345.000000 Penalty: 5526.521484
	Iteration 15Q: 3 clusters Score -9018345 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -9018577.000000 Penalty: 5526.521484
	Iteration 16Q: 3 clusters Score -9018577 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9018643.000000 Penalty: 5526.521484
	Iteration 17Q: 3 clusters Score -9018643 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -9018716.000000 Penalty: 5526.521484
	Iteration 18Q: 3 clusters Score -9018716 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -9018755.000000 Penalty: 5526.521484
	Iteration 19Q: 3 clusters Score -9018755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -9018749.000000 Penalty: 5526.521484
	Iteration 20F: 3 clusters Score -9018749 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -9018800.000000 Penalty: 5526.521484
	Iteration 21Q: 3 clusters Score -9018800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -9018792.000000 Penalty: 5526.521484
	Iteration 22Q: 3 clusters Score -9018792 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -9018793.000000 Penalty: 5526.521484
	Iteration 23Q: 3 clusters Score -9018793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 5526.521484
	Iteration 24Q: 3 clusters Score -9018801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -9018791.000000 Penalty: 5526.521484
	Iteration 25Q: 3 clusters Score -9018791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 5526.521484
	Iteration 26Q: 3 clusters Score -9018801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -9018811.000000 Penalty: 5526.521484
	Iteration 27Q: 3 clusters Score -9018811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -9018785.000000 Penalty: 5526.521484
	Iteration 28Q: 3 clusters Score -9018785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 5526.521484
	Iteration 29Q: 3 clusters Score -9018801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -9018800.000000 Penalty: 5526.521484
	Iteration 30Q: 3 clusters Score -9018800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -9018793.000000 Penalty: 5526.521484
	Iteration 31Q: 3 clusters Score -9018793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -9018802.000000 Penalty: 5526.521484
	Iteration 32Q: 3 clusters Score -9018802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -9018807.000000 Penalty: 5526.521484
	Iteration 33Q: 3 clusters Score -9018807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -9018806.000000 Penalty: 5526.521484
	Iteration 34Q: 3 clusters Score -9018806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -9018805.000000 Penalty: 5526.521484
	Iteration 35Q: 3 clusters Score -9018805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -9018800.000000 Penalty: 5526.521484
	Iteration 36Q: 3 clusters Score -9018800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -9018797.000000 Penalty: 5526.521484
	Iteration 37Q: 3 clusters Score -9018797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9018796.000000 Penalty: 5526.521484
	Iteration 38Q: 3 clusters Score -9018796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -9018796.000000 Penalty: 5526.521484
	Iteration 39Q: 3 clusters Score -9018796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -9018803.000000 Penalty: 5526.521484
	Iteration 40F: 3 clusters Score -9018803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -9018798.000000 Penalty: 5526.521484
	Iteration 41Q: 3 clusters Score -9018798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9018797.000000 Penalty: 5526.521484
	Iteration 42Q: 3 clusters Score -9018797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -9018803.000000 Penalty: 5526.521484
	Iteration 43Q: 3 clusters Score -9018803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -9018805.000000 Penalty: 5526.521484
	Iteration 44Q: 3 clusters Score -9018805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9018805.000000 Penalty: 5526.521484
	Iteration 45Q: 3 clusters Score -9018805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -9018795.000000 Penalty: 5526.521484
	Iteration 46Q: 3 clusters Score -9018795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -9018795.000000 Penalty: 5526.521484
	Iteration 47Q: 3 clusters Score -9018795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -9018793.000000 Penalty: 5526.521484
	Iteration 48Q: 3 clusters Score -9018793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -9018794.000000 Penalty: 5526.521484
	Iteration 49Q: 3 clusters Score -9018794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -9018802.000000 Penalty: 5526.521484
	Iteration 50Q: 3 clusters Score -9018802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -9018799.000000 Penalty: 5526.521484
	Iteration 51Q: 3 clusters Score -9018799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -9018793.000000 Penalty: 5526.521484
	Iteration 52Q: 3 clusters Score -9018793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -9018796.000000 Penalty: 5526.521484
	Iteration 53Q: 3 clusters Score -9018796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -9018792.000000 Penalty: 5526.521484
	Iteration 54Q: 3 clusters Score -9018792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -9018789.000000 Penalty: 5526.521484
	Iteration 55Q: 3 clusters Score -9018789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -9018793.000000 Penalty: 5526.521484
	Iteration 56Q: 3 clusters Score -9018793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -9018785.000000 Penalty: 5526.521484
	Iteration 57Q: 3 clusters Score -9018785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 5526.521484
	Iteration 58Q: 3 clusters Score -9018801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -9018797.000000 Penalty: 5526.521484
	Iteration 59Q: 3 clusters Score -9018797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -9018800.000000 Penalty: 5526.521484
	Iteration 60F: 3 clusters Score -9018800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -9018795.000000 Penalty: 5526.521484
	Iteration 61Q: 3 clusters Score -9018795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9018794.000000 Penalty: 5526.521484
	Iteration 62Q: 3 clusters Score -9018794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -9018791.000000 Penalty: 5526.521484
	Iteration 63Q: 3 clusters Score -9018791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -9018795.000000 Penalty: 5526.521484
	Iteration 64Q: 3 clusters Score -9018795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9018794.000000 Penalty: 5526.521484
	Iteration 65Q: 3 clusters Score -9018794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -9018802.000000 Penalty: 5526.521484
	Iteration 66Q: 3 clusters Score -9018802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -9018804.000000 Penalty: 5526.521484
	Iteration 67Q: 3 clusters Score -9018804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -9018798.000000 Penalty: 5526.521484
	Iteration 68Q: 3 clusters Score -9018798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -9018803.000000 Penalty: 5526.521484
	Iteration 69Q: 3 clusters Score -9018803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 5526.521484
	Iteration 70Q: 3 clusters Score -9018801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -9018792.000000 Penalty: 5526.521484
	Iteration 71Q: 3 clusters Score -9018792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -9018792.000000 Penalty: 5526.521484
	Iteration 72F: 3 clusters Score -9018792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Entering Unmasked Estep 
Score: -5935446.000000 Penalty: 2678.310059
	Iteration 0F: 2 clusters Score -5935446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5902309.000000 Penalty: 5356.620117
	Iteration 0F: 3 clusters Score -5902309 nChanged 22606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5915144.500000 Penalty: 5356.620117
	Iteration 1F: 3 clusters Score -5915144 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5915966.000000 Penalty: 5356.620117
	Iteration 2Q: 3 clusters Score -5915966 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5916826.000000 Penalty: 5356.620117
	Iteration 3Q: 3 clusters Score -5916826 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5917676.000000 Penalty: 5356.620117
	Iteration 4Q: 3 clusters Score -5917676 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5918497.500000 Penalty: 5356.620117
	Iteration 5Q: 3 clusters Score -5918498 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5919388.000000 Penalty: 5356.620117
	Iteration 6Q: 3 clusters Score -5919388 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -5920394.500000 Penalty: 5356.620117
	Iteration 7Q: 3 clusters Score -5920394 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5921482.500000 Penalty: 5356.620117
	Iteration 8Q: 3 clusters Score -5921482 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5922789.500000 Penalty: 5356.620117
	Iteration 9Q: 3 clusters Score -5922790 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5924286.000000 Penalty: 5356.620117
	Iteration 10Q: 3 clusters Score -5924286 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -5925744.000000 Penalty: 5356.620117
	Iteration 11Q: 3 clusters Score -5925744 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -5927227.500000 Penalty: 5356.620117
	Iteration 12Q: 3 clusters Score -5927228 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5928599.500000 Penalty: 5356.620117
	Iteration 13Q: 3 clusters Score -5928600 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5929716.500000 Penalty: 5356.620117
	Iteration 14Q: 3 clusters Score -5929716 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5930704.000000 Penalty: 5356.620117
	Iteration 15Q: 3 clusters Score -5930704 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5931436.000000 Penalty: 5356.620117
	Iteration 16Q: 3 clusters Score -5931436 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5932015.500000 Penalty: 5356.620117
	Iteration 17Q: 3 clusters Score -5932016 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5932424.000000 Penalty: 5356.620117
	Iteration 18Q: 3 clusters Score -5932424 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5932749.000000 Penalty: 5356.620117
	Iteration 19Q: 3 clusters Score -5932749 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5932922.500000 Penalty: 5356.620117
	Iteration 20F: 3 clusters Score -5932922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5933026.000000 Penalty: 5356.620117
	Iteration 21Q: 3 clusters Score -5933026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5933070.500000 Penalty: 5356.620117
	Iteration 22Q: 3 clusters Score -5933070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5933132.500000 Penalty: 5356.620117
	Iteration 23Q: 3 clusters Score -5933132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5933167.500000 Penalty: 5356.620117
	Iteration 24Q: 3 clusters Score -5933168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5933194.000000 Penalty: 5356.620117
	Iteration 25Q: 3 clusters Score -5933194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5933224.000000 Penalty: 5356.620117
	Iteration 26Q: 3 clusters Score -5933224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5933244.000000 Penalty: 5356.620117
	Iteration 27Q: 3 clusters Score -5933244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5933268.000000 Penalty: 5356.620117
	Iteration 28Q: 3 clusters Score -5933268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5933273.000000 Penalty: 5356.620117
	Iteration 29Q: 3 clusters Score -5933273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5933272.000000 Penalty: 5356.620117
	Iteration 30Q: 3 clusters Score -5933272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5933278.500000 Penalty: 5356.620117
	Iteration 31Q: 3 clusters Score -5933278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5933277.500000 Penalty: 5356.620117
	Iteration 32Q: 3 clusters Score -5933278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5933278.500000 Penalty: 5356.620117
	Iteration 33Q: 3 clusters Score -5933278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5933284.500000 Penalty: 5356.620117
	Iteration 34Q: 3 clusters Score -5933284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5933291.500000 Penalty: 5356.620117
	Iteration 35Q: 3 clusters Score -5933292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5933289.000000 Penalty: 5356.620117
	Iteration 36Q: 3 clusters Score -5933289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5933291.000000 Penalty: 5356.620117
	Iteration 37Q: 3 clusters Score -5933291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5933294.000000 Penalty: 5356.620117
	Iteration 38Q: 3 clusters Score -5933294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5933298.500000 Penalty: 5356.620117
	Iteration 39Q: 3 clusters Score -5933298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5933301.000000 Penalty: 5356.620117
	Iteration 40F: 3 clusters Score -5933301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5933298.000000 Penalty: 5356.620117
	Iteration 41Q: 3 clusters Score -5933298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5933298.500000 Penalty: 5356.620117
	Iteration 42Q: 3 clusters Score -5933298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5933301.000000 Penalty: 5356.620117
	Iteration 43Q: 3 clusters Score -5933301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5933302.000000 Penalty: 5356.620117
	Iteration 44Q: 3 clusters Score -5933302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5933302.000000 Penalty: 5356.620117
	Iteration 45F: 3 clusters Score -5933302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -452747.187500 Penalty: 2035.097290
	Iteration 0F: 2 clusters Score -452747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -449081.531250 Penalty: 4070.194580
	Iteration 0F: 3 clusters Score -449081.5 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -449865.062500 Penalty: 4070.194580
	Iteration 1F: 3 clusters Score -449865.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -450109.906250 Penalty: 4070.194580
	Iteration 2F: 3 clusters Score -450109.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -450287.062500 Penalty: 4070.194580
	Iteration 3F: 3 clusters Score -450287.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -450437.468750 Penalty: 4070.194580
	Iteration 4F: 3 clusters Score -450437.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -450565.562500 Penalty: 4070.194580
	Iteration 5Q: 3 clusters Score -450565.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -450662.468750 Penalty: 4070.194580
	Iteration 6Q: 3 clusters Score -450662.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -450744.093750 Penalty: 4070.194580
	Iteration 7Q: 3 clusters Score -450744.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -450810.187500 Penalty: 4070.194580
	Iteration 8Q: 3 clusters Score -450810.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -450871.875000 Penalty: 4070.194580
	Iteration 9Q: 3 clusters Score -450871.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -450908.500000 Penalty: 4070.194580
	Iteration 10Q: 3 clusters Score -450908.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -450934.187500 Penalty: 4070.194580
	Iteration 11Q: 3 clusters Score -450934.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -450954.718750 Penalty: 4070.194580
	Iteration 12Q: 3 clusters Score -450954.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -450966.968750 Penalty: 4070.194580
	Iteration 13Q: 3 clusters Score -450967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -450974.343750 Penalty: 4070.194580
	Iteration 14Q: 3 clusters Score -450974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -450980.562500 Penalty: 4070.194580
	Iteration 15Q: 3 clusters Score -450980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -450984.875000 Penalty: 4070.194580
	Iteration 16Q: 3 clusters Score -450984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -450988.875000 Penalty: 4070.194580
	Iteration 17Q: 3 clusters Score -450988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -450990.468750 Penalty: 4070.194580
	Iteration 18Q: 3 clusters Score -450990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -450991.906250 Penalty: 4070.194580
	Iteration 19Q: 3 clusters Score -450991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -450995.781250 Penalty: 4070.194580
	Iteration 20F: 3 clusters Score -450995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -450996.500000 Penalty: 4070.194580
	Iteration 21Q: 3 clusters Score -450996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -450997.375000 Penalty: 4070.194580
	Iteration 22Q: 3 clusters Score -450997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -450998.187500 Penalty: 4070.194580
	Iteration 23Q: 3 clusters Score -450998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -450998.187500 Penalty: 4070.194580
	Iteration 24F: 3 clusters Score -450998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Entering Unmasked Estep 
Score: -1009203.562500 Penalty: 2254.733887
	Iteration 0F: 2 clusters Score -1009204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1002302.125000 Penalty: 4509.467773
	Iteration 0F: 3 clusters Score -1002302 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1004235.312500 Penalty: 4509.467773
	Iteration 1F: 3 clusters Score -1004235 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1004547.687500 Penalty: 4509.467773
	Iteration 2F: 3 clusters Score -1004548 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1004755.312500 Penalty: 4509.467773
	Iteration 3F: 3 clusters Score -1004755 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1004908.312500 Penalty: 4509.467773
	Iteration 4Q: 3 clusters Score -1004908 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1005029.312500 Penalty: 4509.467773
	Iteration 5Q: 3 clusters Score -1005029 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1005142.312500 Penalty: 4509.467773
	Iteration 6Q: 3 clusters Score -1005142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1005266.875000 Penalty: 4509.467773
	Iteration 7Q: 3 clusters Score -1005267 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1005386.437500 Penalty: 4509.467773
	Iteration 8Q: 3 clusters Score -1005386 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1005504.750000 Penalty: 4509.467773
	Iteration 9Q: 3 clusters Score -1005505 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1005614.000000 Penalty: 4509.467773
	Iteration 10Q: 3 clusters Score -1005614 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1005711.250000 Penalty: 4509.467773
	Iteration 11Q: 3 clusters Score -1005711 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1005825.562500 Penalty: 4509.467773
	Iteration 12Q: 3 clusters Score -1005826 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1005961.000000 Penalty: 4509.467773
	Iteration 13Q: 3 clusters Score -1005961 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1006124.000000 Penalty: 4509.467773
	Iteration 14Q: 3 clusters Score -1006124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1006308.937500 Penalty: 4509.467773
	Iteration 15Q: 3 clusters Score -1006309 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1006532.375000 Penalty: 4509.467773
	Iteration 16Q: 3 clusters Score -1006532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1006761.312500 Penalty: 4509.467773
	Iteration 17Q: 3 clusters Score -1006761 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1006956.250000 Penalty: 4509.467773
	Iteration 18Q: 3 clusters Score -1006956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1007116.562500 Penalty: 4509.467773
	Iteration 19Q: 3 clusters Score -1007117 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1007268.125000 Penalty: 4509.467773
	Iteration 20F: 3 clusters Score -1007268 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1007377.437500 Penalty: 4509.467773
	Iteration 21Q: 3 clusters Score -1007377 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1007457.125000 Penalty: 4509.467773
	Iteration 22Q: 3 clusters Score -1007457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1007506.000000 Penalty: 4509.467773
	Iteration 23Q: 3 clusters Score -1007506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1007544.562500 Penalty: 4509.467773
	Iteration 24Q: 3 clusters Score -1007545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1007562.437500 Penalty: 4509.467773
	Iteration 25Q: 3 clusters Score -1007562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1007578.000000 Penalty: 4509.467773
	Iteration 26Q: 3 clusters Score -1007578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1007592.562500 Penalty: 4509.467773
	Iteration 27Q: 3 clusters Score -1007593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1007599.937500 Penalty: 4509.467773
	Iteration 28Q: 3 clusters Score -1007600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1007607.687500 Penalty: 4509.467773
	Iteration 29Q: 3 clusters Score -1007608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1007615.812500 Penalty: 4509.467773
	Iteration 30Q: 3 clusters Score -1007616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1007620.125000 Penalty: 4509.467773
	Iteration 31Q: 3 clusters Score -1007620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1007620.875000 Penalty: 4509.467773
	Iteration 32Q: 3 clusters Score -1007621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1007623.062500 Penalty: 4509.467773
	Iteration 33Q: 3 clusters Score -1007623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1007625.875000 Penalty: 4509.467773
	Iteration 34Q: 3 clusters Score -1007626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1007625.875000 Penalty: 4509.467773
	Iteration 35F: 3 clusters Score -1007626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -386039.531250 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -386039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -382680.062500 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -382680.1 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -383343.562500 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -383343.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -383478.281250 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -383478.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -383543.031250 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -383543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -383582.125000 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -383582.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -383614.156250 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -383614.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383635.750000 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -383635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383652.156250 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -383652.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -383666.781250 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -383666.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -383681.218750 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -383681.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -383693.281250 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -383693.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383704.375000 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -383704.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383709.031250 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -383709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -383711.656250 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -383711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -383713.500000 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -383713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383715.375000 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -383715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -383716.593750 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -383716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -383717.687500 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -383717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -383718.812500 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -383718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -383718.812500 Penalty: 3991.247070
	Iteration 19F: 3 clusters Score -383718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -315488.312500 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -315488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312290.343750 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -312290.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313004.781250 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -313004.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -313301.875000 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -313301.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -313513.906250 Penalty: 3955.538818
	Iteration 3F: 3 clusters Score -313513.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -313658.843750 Penalty: 3955.538818
	Iteration 4F: 3 clusters Score -313658.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -313774.875000 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -313774.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313857.312500 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -313857.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -313928.187500 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -313928.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -313977.843750 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -313977.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -314029.812500 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -314029.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -314071.437500 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -314071.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314109.218750 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -314109.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -314144.125000 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -314144.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -314175.562500 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -314175.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -314205.375000 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -314205.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -314235.843750 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -314235.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -314272.968750 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -314273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -314301.406250 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -314301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -314324.937500 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -314324.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314358.406250 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -314358.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -314381.062500 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -314381.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -314406.562500 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -314406.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314430.906250 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -314430.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -314468.406250 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -314468.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -314504.875000 Penalty: 3955.538818
	Iteration 24Q: 3 clusters Score -314504.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314551.781250 Penalty: 3955.538818
	Iteration 25Q: 3 clusters Score -314551.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -314610.625000 Penalty: 3955.538818
	Iteration 26Q: 3 clusters Score -314610.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -314642.031250 Penalty: 3955.538818
	Iteration 27Q: 3 clusters Score -314642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -314669.656250 Penalty: 3955.538818
	Iteration 28Q: 3 clusters Score -314669.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -314688.000000 Penalty: 3955.538818
	Iteration 29Q: 3 clusters Score -314688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -314703.500000 Penalty: 3955.538818
	Iteration 30Q: 3 clusters Score -314703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -314708.750000 Penalty: 3955.538818
	Iteration 31Q: 3 clusters Score -314708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -314711.875000 Penalty: 3955.538818
	Iteration 32Q: 3 clusters Score -314711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -314716.218750 Penalty: 3955.538818
	Iteration 33Q: 3 clusters Score -314716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -314717.156250 Penalty: 3955.538818
	Iteration 34Q: 3 clusters Score -314717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -314718.593750 Penalty: 3955.538818
	Iteration 35Q: 3 clusters Score -314718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -314719.906250 Penalty: 3955.538818
	Iteration 36Q: 3 clusters Score -314719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -314719.968750 Penalty: 3955.538818
	Iteration 37Q: 3 clusters Score -314720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314720.343750 Penalty: 3955.538818
	Iteration 38Q: 3 clusters Score -314720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314720.343750 Penalty: 3955.538818
	Iteration 39F: 3 clusters Score -314720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -139205.046875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -139205 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 773 members 
Entering Unmasked Estep 
Score: -137031.656250 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -137031.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137608.109375 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -137608.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137856.656250 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -137856.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138035.312500 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -138035.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138165.234375 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -138165.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138283.140625 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -138283.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138365.484375 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -138365.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138403.281250 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -138403.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138419.906250 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -138419.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138436.390625 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -138436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138446.531250 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -138446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138451.734375 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -138451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138455.906250 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -138455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138460.031250 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -138460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138461.281250 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -138461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138466.000000 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -138466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -138469.734375 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -138469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138470.453125 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -138470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138470.453125 Penalty: 3618.011230
	Iteration 18F: 3 clusters Score -138470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -1329128.500000 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -1329128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1320937.750000 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -1320938 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1323387.500000 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -1323388 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1323757.000000 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -1323757 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1324076.000000 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -1324076 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1324348.125000 Penalty: 4609.797363
	Iteration 4Q: 3 clusters Score -1324348 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1324603.375000 Penalty: 4609.797363
	Iteration 5Q: 3 clusters Score -1324603 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1324864.500000 Penalty: 4609.797363
	Iteration 6Q: 3 clusters Score -1324864 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1325135.875000 Penalty: 4609.797363
	Iteration 7Q: 3 clusters Score -1325136 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1325413.000000 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -1325413 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1325685.750000 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -1325686 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1325951.625000 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -1325952 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1326162.750000 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -1326163 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1326349.875000 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -1326350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1326508.500000 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -1326508 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1326633.500000 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -1326634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1326724.000000 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -1326724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1326810.375000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -1326810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1326896.750000 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -1326897 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1326989.375000 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -1326989 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1327090.875000 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -1327091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1327220.625000 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -1327221 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1327356.750000 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -1327357 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1327502.125000 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -1327502 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1327651.000000 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -1327651 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1327784.875000 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -1327785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1327906.875000 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -1327907 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1327976.750000 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -1327977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1328033.375000 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -1328033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1328071.125000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -1328071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1328101.000000 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -1328101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1328118.875000 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -1328119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1328126.750000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -1328127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1328132.750000 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -1328133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1328140.250000 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -1328140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1328136.875000 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -1328137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1328141.500000 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -1328142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1328146.750000 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -1328147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1328145.625000 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -1328146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1328147.000000 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -1328147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1328146.625000 Penalty: 4609.797363
	Iteration 39Q: 3 clusters Score -1328147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1328149.125000 Penalty: 4609.797363
	Iteration 40F: 3 clusters Score -1328149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1328147.250000 Penalty: 4609.797363
	Iteration 41Q: 3 clusters Score -1328147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1328148.500000 Penalty: 4609.797363
	Iteration 42Q: 3 clusters Score -1328148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1328148.500000 Penalty: 4609.797363
	Iteration 43F: 3 clusters Score -1328148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Entering Unmasked Estep 
Score: -2324940.250000 Penalty: 2424.249512
	Iteration 0F: 2 clusters Score -2324940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2312423.000000 Penalty: 4848.499023
	Iteration 0F: 3 clusters Score -2312423 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2316492.000000 Penalty: 4848.499023
	Iteration 1F: 3 clusters Score -2316492 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2316875.000000 Penalty: 4848.499023
	Iteration 2F: 3 clusters Score -2316875 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2317257.250000 Penalty: 4848.499023
	Iteration 3Q: 3 clusters Score -2317257 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2317604.750000 Penalty: 4848.499023
	Iteration 4Q: 3 clusters Score -2317605 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2317959.000000 Penalty: 4848.499023
	Iteration 5Q: 3 clusters Score -2317959 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2318374.000000 Penalty: 4848.499023
	Iteration 6Q: 3 clusters Score -2318374 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2318837.750000 Penalty: 4848.499023
	Iteration 7Q: 3 clusters Score -2318838 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2319411.750000 Penalty: 4848.499023
	Iteration 8Q: 3 clusters Score -2319412 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2320093.000000 Penalty: 4848.499023
	Iteration 9F: 3 clusters Score -2320093 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2320786.250000 Penalty: 4848.499023
	Iteration 10F: 3 clusters Score -2320786 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2321415.000000 Penalty: 4848.499023
	Iteration 11Q: 3 clusters Score -2321415 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2321896.250000 Penalty: 4848.499023
	Iteration 12Q: 3 clusters Score -2321896 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2322222.750000 Penalty: 4848.499023
	Iteration 13Q: 3 clusters Score -2322223 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2322425.250000 Penalty: 4848.499023
	Iteration 14Q: 3 clusters Score -2322425 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2322581.250000 Penalty: 4848.499023
	Iteration 15Q: 3 clusters Score -2322581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2322663.000000 Penalty: 4848.499023
	Iteration 16Q: 3 clusters Score -2322663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2322710.000000 Penalty: 4848.499023
	Iteration 17Q: 3 clusters Score -2322710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2322750.250000 Penalty: 4848.499023
	Iteration 18Q: 3 clusters Score -2322750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2322773.750000 Penalty: 4848.499023
	Iteration 19Q: 3 clusters Score -2322774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2322794.750000 Penalty: 4848.499023
	Iteration 20F: 3 clusters Score -2322795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2322804.000000 Penalty: 4848.499023
	Iteration 21Q: 3 clusters Score -2322804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2322816.250000 Penalty: 4848.499023
	Iteration 22Q: 3 clusters Score -2322816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2322824.000000 Penalty: 4848.499023
	Iteration 23Q: 3 clusters Score -2322824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2322835.750000 Penalty: 4848.499023
	Iteration 24Q: 3 clusters Score -2322836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2322837.750000 Penalty: 4848.499023
	Iteration 25Q: 3 clusters Score -2322838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2322840.000000 Penalty: 4848.499023
	Iteration 26Q: 3 clusters Score -2322840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2322843.750000 Penalty: 4848.499023
	Iteration 27Q: 3 clusters Score -2322844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2322844.500000 Penalty: 4848.499023
	Iteration 28Q: 3 clusters Score -2322844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2322844.500000 Penalty: 4848.499023
	Iteration 29F: 3 clusters Score -2322844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65357.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -65357.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63833.902344 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -63833.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64371.253906 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -64371.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64732.570312 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -64732.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64950.968750 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -64950.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65129.015625 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -65129.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65262.265625 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -65262.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65386.042969 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -65386.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65428.253906 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -65428.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65440.464844 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -65440.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65445.300781 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -65445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65455.687500 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -65455.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65461.011719 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -65461.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65462.578125 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -65462.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65462.578125 Penalty: 3204.888184
	Iteration 13F: 3 clusters Score -65462.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 326 members 
Entering Unmasked Estep 
Score: -104962968.000000 Penalty: 125167.218750
Splitting cluster 30 changes total score from -104964584.000000 to -104962968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1920816.250000 Penalty: 2376.089844
	Iteration 0F: 2 clusters Score -1920816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1910248.500000 Penalty: 4752.179688
	Iteration 0F: 3 clusters Score -1910248 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1913592.625000 Penalty: 4752.179688
	Iteration 1F: 3 clusters Score -1913593 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1913987.375000 Penalty: 4752.179688
	Iteration 2F: 3 clusters Score -1913987 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1914415.000000 Penalty: 4752.179688
	Iteration 3F: 3 clusters Score -1914415 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1914864.625000 Penalty: 4752.179688
	Iteration 4F: 3 clusters Score -1914865 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1915388.875000 Penalty: 4752.179688
	Iteration 5F: 3 clusters Score -1915389 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1915996.375000 Penalty: 4752.179688
	Iteration 6F: 3 clusters Score -1915996 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1916694.875000 Penalty: 4752.179688
	Iteration 7F: 3 clusters Score -1916695 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1917310.500000 Penalty: 4752.179688
	Iteration 8Q: 3 clusters Score -1917310 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1917832.125000 Penalty: 4752.179688
	Iteration 9Q: 3 clusters Score -1917832 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1918240.625000 Penalty: 4752.179688
	Iteration 10Q: 3 clusters Score -1918241 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1918487.250000 Penalty: 4752.179688
	Iteration 11Q: 3 clusters Score -1918487 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1918587.000000 Penalty: 4752.179688
	Iteration 12Q: 3 clusters Score -1918587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1918635.500000 Penalty: 4752.179688
	Iteration 13Q: 3 clusters Score -1918636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1918655.375000 Penalty: 4752.179688
	Iteration 14Q: 3 clusters Score -1918655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1918667.875000 Penalty: 4752.179688
	Iteration 15Q: 3 clusters Score -1918668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1918682.125000 Penalty: 4752.179688
	Iteration 16Q: 3 clusters Score -1918682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1918691.375000 Penalty: 4752.179688
	Iteration 17Q: 3 clusters Score -1918691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1918703.500000 Penalty: 4752.179688
	Iteration 18Q: 3 clusters Score -1918704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1918712.500000 Penalty: 4752.179688
	Iteration 19Q: 3 clusters Score -1918712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1918721.750000 Penalty: 4752.179688
	Iteration 20F: 3 clusters Score -1918722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1918730.000000 Penalty: 4752.179688
	Iteration 21Q: 3 clusters Score -1918730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1918733.875000 Penalty: 4752.179688
	Iteration 22Q: 3 clusters Score -1918734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1918738.500000 Penalty: 4752.179688
	Iteration 23Q: 3 clusters Score -1918738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1918739.750000 Penalty: 4752.179688
	Iteration 24Q: 3 clusters Score -1918740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1918742.750000 Penalty: 4752.179688
	Iteration 25Q: 3 clusters Score -1918743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1918743.125000 Penalty: 4752.179688
	Iteration 26Q: 3 clusters Score -1918743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1918749.000000 Penalty: 4752.179688
	Iteration 27Q: 3 clusters Score -1918749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1918759.000000 Penalty: 4752.179688
	Iteration 28Q: 3 clusters Score -1918759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1918769.125000 Penalty: 4752.179688
	Iteration 29Q: 3 clusters Score -1918769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1918771.750000 Penalty: 4752.179688
	Iteration 30Q: 3 clusters Score -1918772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1918779.125000 Penalty: 4752.179688
	Iteration 31Q: 3 clusters Score -1918779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1918786.375000 Penalty: 4752.179688
	Iteration 32Q: 3 clusters Score -1918786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1918785.750000 Penalty: 4752.179688
	Iteration 33Q: 3 clusters Score -1918786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1918785.750000 Penalty: 4752.179688
	Iteration 34F: 3 clusters Score -1918786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -481532.812500 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -481532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -477690.406250 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -477690.4 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -478639.343750 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -478639.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -478931.500000 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -478931.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -479131.093750 Penalty: 4104.586426
	Iteration 3F: 3 clusters Score -479131.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -479288.062500 Penalty: 4104.586426
	Iteration 4F: 3 clusters Score -479288.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -479398.656250 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -479398.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -479504.687500 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -479504.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -479609.000000 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -479609 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -479690.812500 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -479690.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -479740.187500 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -479740.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -479777.218750 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -479777.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -479801.281250 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -479801.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -479819.000000 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -479819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -479836.812500 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -479836.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -479849.812500 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -479849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -479860.656250 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -479860.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -479870.531250 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -479870.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -479877.125000 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -479877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -479883.312500 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -479883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -479891.281250 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -479891.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -479896.500000 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -479896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -479901.343750 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -479901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -479907.343750 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -479907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -479909.656250 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -479909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -479911.375000 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -479911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -479911.781250 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -479911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -479912.593750 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -479912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -479913.875000 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -479913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -479915.593750 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -479915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -479917.937500 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -479917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -479921.250000 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -479921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -479926.625000 Penalty: 4104.586426
	Iteration 31Q: 3 clusters Score -479926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -479932.156250 Penalty: 4104.586426
	Iteration 32Q: 3 clusters Score -479932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -479937.625000 Penalty: 4104.586426
	Iteration 33Q: 3 clusters Score -479937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -479941.875000 Penalty: 4104.586426
	Iteration 34Q: 3 clusters Score -479941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -479944.406250 Penalty: 4104.586426
	Iteration 35Q: 3 clusters Score -479944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -479950.687500 Penalty: 4104.586426
	Iteration 36Q: 3 clusters Score -479950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -479954.937500 Penalty: 4104.586426
	Iteration 37Q: 3 clusters Score -479954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -479956.531250 Penalty: 4104.586426
	Iteration 38Q: 3 clusters Score -479956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -479959.187500 Penalty: 4104.586426
	Iteration 39Q: 3 clusters Score -479959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -479960.156250 Penalty: 4104.586426
	Iteration 40F: 3 clusters Score -479960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -479963.031250 Penalty: 4104.586426
	Iteration 41Q: 3 clusters Score -479963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -479963.125000 Penalty: 4104.586426
	Iteration 42Q: 3 clusters Score -479963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -479964.000000 Penalty: 4104.586426
	Iteration 43Q: 3 clusters Score -479964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -479965.031250 Penalty: 4104.586426
	Iteration 44Q: 3 clusters Score -479965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -479965.343750 Penalty: 4104.586426
	Iteration 45Q: 3 clusters Score -479965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -479965.343750 Penalty: 4104.586426
	Iteration 46F: 3 clusters Score -479965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1902728.250000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1902728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1892166.375000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1892166 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1895555.750000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1895556 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1896034.625000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1896035 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1896470.875000 Penalty: 4750.361816
	Iteration 3F: 3 clusters Score -1896471 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1897005.375000 Penalty: 4750.361816
	Iteration 4F: 3 clusters Score -1897005 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1897644.500000 Penalty: 4750.361816
	Iteration 5F: 3 clusters Score -1897644 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1898357.000000 Penalty: 4750.361816
	Iteration 6F: 3 clusters Score -1898357 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1899080.875000 Penalty: 4750.361816
	Iteration 7F: 3 clusters Score -1899081 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1899708.375000 Penalty: 4750.361816
	Iteration 8F: 3 clusters Score -1899708 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1900141.500000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1900142 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1900487.125000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1900487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1900697.625000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1900698 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1900825.750000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1900826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1900935.375000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1900935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1900993.625000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1900994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1901040.500000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1901040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1901089.500000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1901090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1901129.625000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1901130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1901158.875000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1901159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1901167.875000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1901168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1901172.000000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1901172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1901177.125000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1901177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1901177.375000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1901177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1901181.000000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1901181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1901187.375000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1901187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1901190.000000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1901190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1901187.125000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1901187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1901189.500000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1901190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1901187.750000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1901188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1901191.000000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1901191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1901190.375000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1901190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1901190.375000 Penalty: 4750.361816
	Iteration 31F: 3 clusters Score -1901190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -784084.437500 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -784084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -778724.125000 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -778724.1 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -780052.187500 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -780052.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -780281.250000 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -780281.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -780411.500000 Penalty: 4332.501465
	Iteration 3Q: 3 clusters Score -780411.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -780522.687500 Penalty: 4332.501465
	Iteration 4Q: 3 clusters Score -780522.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -780592.062500 Penalty: 4332.501465
	Iteration 5Q: 3 clusters Score -780592.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -780640.562500 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -780640.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -780689.812500 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -780689.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -780724.937500 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -780724.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -780754.937500 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -780754.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -780784.687500 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -780784.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -780807.937500 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -780807.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -780836.562500 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -780836.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -780868.500000 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -780868.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -780906.500000 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -780906.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -780947.000000 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -780947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -780985.875000 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -780985.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -781028.875000 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -781028.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -781080.000000 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -781080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -781139.187500 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -781139.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -781205.375000 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -781205.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -781266.312500 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -781266.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -781331.937500 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -781331.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -781395.125000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -781395.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -781454.625000 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -781454.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -781529.500000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -781529.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -781614.375000 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -781614.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -781710.750000 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -781710.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -781792.937500 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -781792.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -781868.875000 Penalty: 4332.501465
	Iteration 29Q: 3 clusters Score -781868.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -781941.000000 Penalty: 4332.501465
	Iteration 30Q: 3 clusters Score -781941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -781992.062500 Penalty: 4332.501465
	Iteration 31Q: 3 clusters Score -781992.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -782041.187500 Penalty: 4332.501465
	Iteration 32Q: 3 clusters Score -782041.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -782077.312500 Penalty: 4332.501465
	Iteration 33Q: 3 clusters Score -782077.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -782109.750000 Penalty: 4332.501465
	Iteration 34Q: 3 clusters Score -782109.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -782132.375000 Penalty: 4332.501465
	Iteration 35Q: 3 clusters Score -782132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -782143.937500 Penalty: 4332.501465
	Iteration 36Q: 3 clusters Score -782143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -782160.500000 Penalty: 4332.501465
	Iteration 37Q: 3 clusters Score -782160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -782172.375000 Penalty: 4332.501465
	Iteration 38Q: 3 clusters Score -782172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -782178.562500 Penalty: 4332.501465
	Iteration 39Q: 3 clusters Score -782178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -782186.062500 Penalty: 4332.501465
	Iteration 40F: 3 clusters Score -782186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -782189.812500 Penalty: 4332.501465
	Iteration 41Q: 3 clusters Score -782189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -782195.125000 Penalty: 4332.501465
	Iteration 42Q: 3 clusters Score -782195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -782199.875000 Penalty: 4332.501465
	Iteration 43Q: 3 clusters Score -782199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -782201.687500 Penalty: 4332.501465
	Iteration 44Q: 3 clusters Score -782201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -782202.062500 Penalty: 4332.501465
	Iteration 45Q: 3 clusters Score -782202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -782204.375000 Penalty: 4332.501465
	Iteration 46Q: 3 clusters Score -782204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -782203.625000 Penalty: 4332.501465
	Iteration 47Q: 3 clusters Score -782203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -782205.562500 Penalty: 4332.501465
	Iteration 48Q: 3 clusters Score -782205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -782205.562500 Penalty: 4332.501465
	Iteration 49F: 3 clusters Score -782205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -53862.882812 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -53862.88 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 251 members 
Entering Unmasked Estep 
Score: -52386.203125 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -52386.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52719.703125 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -52719.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52867.535156 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -52867.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53003.179688 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -53003.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53327.671875 Penalty: 3087.380859
	Iteration 4F: 3 clusters Score -53327.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53582.082031 Penalty: 3087.380859
	Iteration 5F: 3 clusters Score -53582.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53860.562500 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -53860.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53971.160156 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -53971.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54026.039062 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -54026.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54035.417969 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -54035.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54058.796875 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -54058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54060.511719 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -54060.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54062.187500 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -54062.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54062.187500 Penalty: 3087.380859
	Iteration 13F: 3 clusters Score -54062.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 354370 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 69022 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 3663 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 3926 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 24878 members 
Mstep: Class 37 contains 345 members 
Entering Unmasked Estep 
Score: -104962984.000000 Penalty: 125167.218750
Splitting cluster 35 changes total score from -104964584.000000 to -104962984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (24878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Entering Unmasked Estep 
Score: -3293415.250000 Penalty: 2510.191406
	Iteration 0F: 2 clusters Score -3293415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3276163.000000 Penalty: 5020.382812
	Iteration 0F: 3 clusters Score -3276163 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3282009.250000 Penalty: 5020.382812
	Iteration 1F: 3 clusters Score -3282009 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3282453.750000 Penalty: 5020.382812
	Iteration 2F: 3 clusters Score -3282454 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3282837.250000 Penalty: 5020.382812
	Iteration 3Q: 3 clusters Score -3282837 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3283223.500000 Penalty: 5020.382812
	Iteration 4Q: 3 clusters Score -3283224 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3283639.750000 Penalty: 5020.382812
	Iteration 5Q: 3 clusters Score -3283640 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3284088.250000 Penalty: 5020.382812
	Iteration 6Q: 3 clusters Score -3284088 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3284650.500000 Penalty: 5020.382812
	Iteration 7Q: 3 clusters Score -3284650 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3285328.000000 Penalty: 5020.382812
	Iteration 8Q: 3 clusters Score -3285328 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3286187.750000 Penalty: 5020.382812
	Iteration 9F: 3 clusters Score -3286188 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3287199.500000 Penalty: 5020.382812
	Iteration 10F: 3 clusters Score -3287200 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3288285.500000 Penalty: 5020.382812
	Iteration 11F: 3 clusters Score -3288286 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3289220.250000 Penalty: 5020.382812
	Iteration 12Q: 3 clusters Score -3289220 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3289905.000000 Penalty: 5020.382812
	Iteration 13Q: 3 clusters Score -3289905 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3290347.000000 Penalty: 5020.382812
	Iteration 14Q: 3 clusters Score -3290347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3290595.750000 Penalty: 5020.382812
	Iteration 15Q: 3 clusters Score -3290596 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3290774.750000 Penalty: 5020.382812
	Iteration 16Q: 3 clusters Score -3290775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3290881.750000 Penalty: 5020.382812
	Iteration 17Q: 3 clusters Score -3290882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3290974.250000 Penalty: 5020.382812
	Iteration 18Q: 3 clusters Score -3290974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3291047.250000 Penalty: 5020.382812
	Iteration 19Q: 3 clusters Score -3291047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3291088.500000 Penalty: 5020.382812
	Iteration 20F: 3 clusters Score -3291088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3291121.500000 Penalty: 5020.382812
	Iteration 21Q: 3 clusters Score -3291122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3291140.250000 Penalty: 5020.382812
	Iteration 22Q: 3 clusters Score -3291140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3291157.500000 Penalty: 5020.382812
	Iteration 23Q: 3 clusters Score -3291158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3291167.000000 Penalty: 5020.382812
	Iteration 24Q: 3 clusters Score -3291167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3291182.750000 Penalty: 5020.382812
	Iteration 25Q: 3 clusters Score -3291183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3291190.000000 Penalty: 5020.382812
	Iteration 26Q: 3 clusters Score -3291190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3291193.250000 Penalty: 5020.382812
	Iteration 27Q: 3 clusters Score -3291193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3291199.250000 Penalty: 5020.382812
	Iteration 28Q: 3 clusters Score -3291199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3291206.250000 Penalty: 5020.382812
	Iteration 29Q: 3 clusters Score -3291206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3291207.750000 Penalty: 5020.382812
	Iteration 30Q: 3 clusters Score -3291208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3291206.750000 Penalty: 5020.382812
	Iteration 31Q: 3 clusters Score -3291207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3291212.750000 Penalty: 5020.382812
	Iteration 32Q: 3 clusters Score -3291213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3291214.250000 Penalty: 5020.382812
	Iteration 33Q: 3 clusters Score -3291214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3291222.500000 Penalty: 5020.382812
	Iteration 34Q: 3 clusters Score -3291222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3291222.750000 Penalty: 5020.382812
	Iteration 35Q: 3 clusters Score -3291223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3291233.750000 Penalty: 5020.382812
	Iteration 36Q: 3 clusters Score -3291234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3291232.250000 Penalty: 5020.382812
	Iteration 37Q: 3 clusters Score -3291232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3291235.500000 Penalty: 5020.382812
	Iteration 38Q: 3 clusters Score -3291236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3291235.750000 Penalty: 5020.382812
	Iteration 39Q: 3 clusters Score -3291236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3291237.250000 Penalty: 5020.382812
	Iteration 40F: 3 clusters Score -3291237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3291238.250000 Penalty: 5020.382812
	Iteration 41Q: 3 clusters Score -3291238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3291242.500000 Penalty: 5020.382812
	Iteration 42Q: 3 clusters Score -3291242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3291243.000000 Penalty: 5020.382812
	Iteration 43Q: 3 clusters Score -3291243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3291243.500000 Penalty: 5020.382812
	Iteration 44Q: 3 clusters Score -3291244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3291247.750000 Penalty: 5020.382812
	Iteration 45Q: 3 clusters Score -3291248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3291247.250000 Penalty: 5020.382812
	Iteration 46Q: 3 clusters Score -3291247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3291249.000000 Penalty: 5020.382812
	Iteration 47Q: 3 clusters Score -3291249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3291251.750000 Penalty: 5020.382812
	Iteration 48Q: 3 clusters Score -3291252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3291252.750000 Penalty: 5020.382812
	Iteration 49Q: 3 clusters Score -3291253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3291257.500000 Penalty: 5020.382812
	Iteration 50Q: 3 clusters Score -3291258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3291255.750000 Penalty: 5020.382812
	Iteration 51Q: 3 clusters Score -3291256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3291255.750000 Penalty: 5020.382812
	Iteration 52F: 3 clusters Score -3291256 nChanged 0
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -315005824.000000 Penalty: 131592.734375
22->37 Clusters: Score -315005824.000000, best is -314967488.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 37917 members 
Mstep: Class 3 contains 38056 members 
Mstep: Class 4 contains 38055 members 
Mstep: Class 5 contains 38171 members 
Mstep: Class 6 contains 38161 members 
Mstep: Class 7 contains 37982 members 
Mstep: Class 8 contains 38244 members 
Mstep: Class 9 contains 38252 members 
Mstep: Class 10 contains 38387 members 
Mstep: Class 11 contains 38409 members 
Mstep: Class 12 contains 38238 members 
Mstep: Class 13 contains 38355 members 
Mstep: Class 14 contains 38269 members 
Mstep: Class 15 contains 38165 members 
Mstep: Class 16 contains 37780 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 38426 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 38077 members 
Mstep: Class 22 contains 37870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 643.161926 but Gain 3382.898438
Score: -98820544.000000 Penalty: 71040.851562
Iteration 0F: 22 clusters Score -9.882054e+07 nChanged 798639
Entering Unmasked Mstep 
Mstep: Class 0 contains 2294 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 69490 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63121 members 
Mstep: Class 6 contains 92530 members 
Mstep: Class 7 contains 17470 members 
Mstep: Class 8 contains 54162 members 
Mstep: Class 9 contains 19375 members 
Mstep: Class 10 contains 23251 members 
Mstep: Class 11 contains 21262 members 
Mstep: Class 12 contains 211728 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 11727 members 
Mstep: Class 15 contains 31912 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 47887 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 16241 members 
Mstep: Class 20 contains 26769 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 37249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102864616.000000 Penalty: 71040.851562
Iteration 1F: 22 clusters Score -1.028646e+08 nChanged 387281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2175 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 59327 members 
Mstep: Class 3 contains 20970 members 
Mstep: Class 4 contains 40286 members 
Mstep: Class 6 contains 72669 members 
Mstep: Class 7 contains 16456 members 
Mstep: Class 8 contains 41312 members 
Mstep: Class 9 contains 10152 members 
Mstep: Class 10 contains 28433 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 370566 members 
Mstep: Class 13 contains 7803 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 17446 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 38083 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 19 contains 11148 members 
Mstep: Class 20 contains 16058 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 19374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2805.999268 but Gain 3382.898438
Score: -103923040.000000 Penalty: 67657.953125
Iteration 2F: 21 clusters Score -1.03923e+08 nChanged 220927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 63125 members 
Mstep: Class 3 contains 25486 members 
Mstep: Class 4 contains 23759 members 
Mstep: Class 6 contains 50694 members 
Mstep: Class 7 contains 15301 members 
Mstep: Class 8 contains 25520 members 
Mstep: Class 9 contains 11109 members 
Mstep: Class 10 contains 51656 members 
Mstep: Class 11 contains 20883 members 
Mstep: Class 12 contains 436017 members 
Mstep: Class 14 contains 6570 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 27102 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 14068 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 13484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131328.000000 Penalty: 67657.953125
Iteration 3F: 21 clusters Score -1.041313e+08 nChanged 128140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1122 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 77044 members 
Mstep: Class 3 contains 25313 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 6 contains 40947 members 
Mstep: Class 7 contains 13878 members 
Mstep: Class 8 contains 20649 members 
Mstep: Class 9 contains 11815 members 
Mstep: Class 10 contains 69987 members 
Mstep: Class 11 contains 22674 members 
Mstep: Class 12 contains 431503 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 26110 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2990.924805 but Gain 3382.898438
Score: -104323376.000000 Penalty: 64275.054688
Iteration 4F: 20 clusters Score -1.043234e+08 nChanged 79164
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 85637 members 
Mstep: Class 3 contains 23899 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 6 contains 36245 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 19585 members 
Mstep: Class 9 contains 12134 members 
Mstep: Class 10 contains 79488 members 
Mstep: Class 11 contains 23935 members 
Mstep: Class 12 contains 421831 members 
Mstep: Class 14 contains 10432 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 28484 members 
Mstep: Class 18 contains 2443 members 
Mstep: Class 20 contains 16590 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104500488.000000 Penalty: 64275.054688
Iteration 5F: 20 clusters Score -1.045005e+08 nChanged 53605
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 88903 members 
Mstep: Class 3 contains 22599 members 
Mstep: Class 4 contains 20204 members 
Mstep: Class 6 contains 34100 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 19476 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 10 contains 83030 members 
Mstep: Class 11 contains 24680 members 
Mstep: Class 12 contains 413581 members 
Mstep: Class 14 contains 11600 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 20 contains 16938 members 
Mstep: Class 21 contains 4603 members 
Mstep: Class 22 contains 8152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104591456.000000 Penalty: 64275.054688
Iteration 6F: 20 clusters Score -1.045915e+08 nChanged 41349
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 89817 members 
Mstep: Class 3 contains 21633 members 
Mstep: Class 4 contains 20846 members 
Mstep: Class 6 contains 33446 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 8 contains 19808 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 10 contains 83424 members 
Mstep: Class 11 contains 25453 members 
Mstep: Class 12 contains 407855 members 
Mstep: Class 14 contains 12671 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 34026 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 5838 members 
Mstep: Class 22 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104638448.000000 Penalty: 64275.054688
Iteration 7Q: 20 clusters Score -1.046384e+08 nChanged 34240
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 89710 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 21367 members 
Mstep: Class 6 contains 33824 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 20452 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 10 contains 82062 members 
Mstep: Class 11 contains 26298 members 
Mstep: Class 12 contains 403560 members 
Mstep: Class 14 contains 13612 members 
Mstep: Class 15 contains 4729 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 36513 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 7962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104672168.000000 Penalty: 64275.054688
Iteration 8Q: 20 clusters Score -1.046722e+08 nChanged 29755
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 89081 members 
Mstep: Class 3 contains 20278 members 
Mstep: Class 4 contains 21837 members 
Mstep: Class 6 contains 34710 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 21227 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 79666 members 
Mstep: Class 11 contains 27204 members 
Mstep: Class 12 contains 400326 members 
Mstep: Class 14 contains 14376 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 20 contains 18770 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 7922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104699120.000000 Penalty: 64275.054688
Iteration 9Q: 20 clusters Score -1.046991e+08 nChanged 26982
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 88220 members 
Mstep: Class 3 contains 19637 members 
Mstep: Class 4 contains 22513 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 10043 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 13411 members 
Mstep: Class 10 contains 76756 members 
Mstep: Class 11 contains 28087 members 
Mstep: Class 12 contains 397471 members 
Mstep: Class 14 contains 14960 members 
Mstep: Class 15 contains 4933 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 40916 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 20 contains 19276 members 
Mstep: Class 21 contains 8030 members 
Mstep: Class 22 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104722816.000000 Penalty: 64275.054688
Iteration 10Q: 20 clusters Score -1.047228e+08 nChanged 24555
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 87317 members 
Mstep: Class 3 contains 18964 members 
Mstep: Class 4 contains 23515 members 
Mstep: Class 6 contains 36982 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 22763 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 73677 members 
Mstep: Class 11 contains 28885 members 
Mstep: Class 12 contains 394993 members 
Mstep: Class 14 contains 15411 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 12717 members 
Mstep: Class 17 contains 43112 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 20 contains 19713 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 7785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104741968.000000 Penalty: 64275.054688
Iteration 11Q: 20 clusters Score -1.04742e+08 nChanged 22134
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 86410 members 
Mstep: Class 3 contains 18417 members 
Mstep: Class 4 contains 24665 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 23445 members 
Mstep: Class 9 contains 13623 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 392663 members 
Mstep: Class 14 contains 15645 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 13717 members 
Mstep: Class 17 contains 45279 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 20 contains 20019 members 
Mstep: Class 21 contains 8583 members 
Mstep: Class 22 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758056.000000 Penalty: 64275.054688
Iteration 12Q: 20 clusters Score -1.047581e+08 nChanged 19502
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 85471 members 
Mstep: Class 3 contains 18140 members 
Mstep: Class 4 contains 25866 members 
Mstep: Class 6 contains 39286 members 
Mstep: Class 7 contains 9428 members 
Mstep: Class 8 contains 24159 members 
Mstep: Class 9 contains 13704 members 
Mstep: Class 10 contains 67907 members 
Mstep: Class 11 contains 29627 members 
Mstep: Class 12 contains 390502 members 
Mstep: Class 14 contains 15739 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 14615 members 
Mstep: Class 17 contains 47239 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 20 contains 20250 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 7949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771512.000000 Penalty: 64275.054688
Iteration 13Q: 20 clusters Score -1.047715e+08 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 84467 members 
Mstep: Class 3 contains 18052 members 
Mstep: Class 4 contains 27132 members 
Mstep: Class 6 contains 40383 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 13707 members 
Mstep: Class 10 contains 65404 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 12 contains 388489 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 49027 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 20 contains 20430 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104782440.000000 Penalty: 64275.054688
Iteration 14Q: 20 clusters Score -1.047824e+08 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 83509 members 
Mstep: Class 3 contains 18041 members 
Mstep: Class 4 contains 28386 members 
Mstep: Class 6 contains 41384 members 
Mstep: Class 7 contains 9172 members 
Mstep: Class 8 contains 25381 members 
Mstep: Class 9 contains 13676 members 
Mstep: Class 10 contains 63127 members 
Mstep: Class 11 contains 29502 members 
Mstep: Class 12 contains 386682 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 4962 members 
Mstep: Class 16 contains 16265 members 
Mstep: Class 17 contains 50602 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 20619 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104791488.000000 Penalty: 64275.054688
Iteration 15Q: 20 clusters Score -1.047915e+08 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 82472 members 
Mstep: Class 3 contains 18036 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 6 contains 42396 members 
Mstep: Class 7 contains 9112 members 
Mstep: Class 8 contains 25896 members 
Mstep: Class 9 contains 13610 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 29404 members 
Mstep: Class 12 contains 385039 members 
Mstep: Class 14 contains 15474 members 
Mstep: Class 15 contains 4941 members 
Mstep: Class 16 contains 16983 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 20702 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104799624.000000 Penalty: 64275.054688
Iteration 16Q: 20 clusters Score -1.047996e+08 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 81282 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 30624 members 
Mstep: Class 6 contains 43350 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 26375 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 59488 members 
Mstep: Class 11 contains 29254 members 
Mstep: Class 12 contains 383634 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 53199 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 20700 members 
Mstep: Class 21 contains 9047 members 
Mstep: Class 22 contains 9176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104805320.000000 Penalty: 64275.054688
Iteration 17Q: 20 clusters Score -1.048053e+08 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 80128 members 
Mstep: Class 3 contains 18037 members 
Mstep: Class 4 contains 31655 members 
Mstep: Class 6 contains 44202 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 26883 members 
Mstep: Class 9 contains 13421 members 
Mstep: Class 10 contains 58077 members 
Mstep: Class 11 contains 29150 members 
Mstep: Class 12 contains 382318 members 
Mstep: Class 14 contains 15050 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 16 contains 18402 members 
Mstep: Class 17 contains 54189 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 20 contains 20630 members 
Mstep: Class 21 contains 9088 members 
Mstep: Class 22 contains 9617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104811048.000000 Penalty: 64275.054688
Iteration 18Q: 20 clusters Score -1.04811e+08 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 18043 members 
Mstep: Class 4 contains 32586 members 
Mstep: Class 6 contains 45029 members 
Mstep: Class 7 contains 8957 members 
Mstep: Class 8 contains 27363 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 10 contains 56863 members 
Mstep: Class 11 contains 29067 members 
Mstep: Class 12 contains 381226 members 
Mstep: Class 14 contains 14785 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 19117 members 
Mstep: Class 17 contains 54976 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 9110 members 
Mstep: Class 22 contains 10010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104815680.000000 Penalty: 64275.054688
Iteration 19Q: 20 clusters Score -1.048157e+08 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 77731 members 
Mstep: Class 3 contains 18049 members 
Mstep: Class 4 contains 33463 members 
Mstep: Class 6 contains 45808 members 
Mstep: Class 7 contains 8946 members 
Mstep: Class 8 contains 27795 members 
Mstep: Class 9 contains 13314 members 
Mstep: Class 10 contains 55773 members 
Mstep: Class 11 contains 29009 members 
Mstep: Class 12 contains 380270 members 
Mstep: Class 14 contains 14497 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 19819 members 
Mstep: Class 17 contains 55690 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 20 contains 20483 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104819584.000000 Penalty: 64275.054688
Iteration 20F: 20 clusters Score -1.048196e+08 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 76469 members 
Mstep: Class 3 contains 18055 members 
Mstep: Class 4 contains 34530 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 8818 members 
Mstep: Class 8 contains 28172 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 28819 members 
Mstep: Class 12 contains 379381 members 
Mstep: Class 14 contains 14255 members 
Mstep: Class 15 contains 4845 members 
Mstep: Class 16 contains 20600 members 
Mstep: Class 17 contains 56268 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 20 contains 20356 members 
Mstep: Class 21 contains 9146 members 
Mstep: Class 22 contains 10720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104823384.000000 Penalty: 64275.054688
Iteration 21Q: 20 clusters Score -1.048234e+08 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 75345 members 
Mstep: Class 3 contains 18062 members 
Mstep: Class 4 contains 35426 members 
Mstep: Class 6 contains 47208 members 
Mstep: Class 7 contains 8713 members 
Mstep: Class 8 contains 28548 members 
Mstep: Class 9 contains 13123 members 
Mstep: Class 10 contains 54054 members 
Mstep: Class 11 contains 28720 members 
Mstep: Class 12 contains 378687 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 21382 members 
Mstep: Class 17 contains 56721 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 20 contains 20215 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 10980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104825904.000000 Penalty: 64275.054688
Iteration 22Q: 20 clusters Score -1.048259e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 74308 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 36213 members 
Mstep: Class 6 contains 47834 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 28958 members 
Mstep: Class 9 contains 12988 members 
Mstep: Class 10 contains 53424 members 
Mstep: Class 11 contains 28655 members 
Mstep: Class 12 contains 377969 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 4843 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 57113 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 20079 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 11169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104827888.000000 Penalty: 64275.054688
Iteration 23Q: 20 clusters Score -1.048279e+08 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 73301 members 
Mstep: Class 3 contains 18083 members 
Mstep: Class 4 contains 36879 members 
Mstep: Class 6 contains 48390 members 
Mstep: Class 7 contains 8585 members 
Mstep: Class 8 contains 29385 members 
Mstep: Class 9 contains 12868 members 
Mstep: Class 10 contains 52883 members 
Mstep: Class 11 contains 28594 members 
Mstep: Class 12 contains 377412 members 
Mstep: Class 14 contains 13659 members 
Mstep: Class 15 contains 4838 members 
Mstep: Class 16 contains 22822 members 
Mstep: Class 17 contains 57428 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19959 members 
Mstep: Class 21 contains 9253 members 
Mstep: Class 22 contains 11286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104829720.000000 Penalty: 64275.054688
Iteration 24Q: 20 clusters Score -1.048297e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 72401 members 
Mstep: Class 3 contains 18089 members 
Mstep: Class 4 contains 37550 members 
Mstep: Class 6 contains 48941 members 
Mstep: Class 7 contains 8556 members 
Mstep: Class 8 contains 29796 members 
Mstep: Class 9 contains 12766 members 
Mstep: Class 10 contains 52428 members 
Mstep: Class 11 contains 28461 members 
Mstep: Class 12 contains 376828 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 15 contains 4834 members 
Mstep: Class 16 contains 23491 members 
Mstep: Class 17 contains 57652 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19841 members 
Mstep: Class 21 contains 9272 members 
Mstep: Class 22 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104831488.000000 Penalty: 64275.054688
Iteration 25Q: 20 clusters Score -1.048315e+08 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 71483 members 
Mstep: Class 3 contains 18096 members 
Mstep: Class 4 contains 38106 members 
Mstep: Class 6 contains 49439 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 30199 members 
Mstep: Class 9 contains 12638 members 
Mstep: Class 10 contains 52032 members 
Mstep: Class 11 contains 28387 members 
Mstep: Class 12 contains 376398 members 
Mstep: Class 14 contains 13315 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 24180 members 
Mstep: Class 17 contains 57843 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19706 members 
Mstep: Class 21 contains 9288 members 
Mstep: Class 22 contains 11477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104832896.000000 Penalty: 64275.054688
Iteration 26Q: 20 clusters Score -1.048329e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 70604 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 38590 members 
Mstep: Class 6 contains 49943 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 30634 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 10 contains 51703 members 
Mstep: Class 11 contains 28287 members 
Mstep: Class 12 contains 375982 members 
Mstep: Class 14 contains 13151 members 
Mstep: Class 15 contains 4856 members 
Mstep: Class 16 contains 24851 members 
Mstep: Class 17 contains 57973 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19570 members 
Mstep: Class 21 contains 9303 members 
Mstep: Class 22 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104834624.000000 Penalty: 64275.054688
Iteration 27Q: 20 clusters Score -1.048346e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 69867 members 
Mstep: Class 3 contains 18107 members 
Mstep: Class 4 contains 38918 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 8 contains 31108 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 51411 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 375561 members 
Mstep: Class 14 contains 13019 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 25487 members 
Mstep: Class 17 contains 58118 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19437 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 22 contains 11602 members 
Entering Unmasked Estep 
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Score: -104835672.000000 Penalty: 64275.054688
Iteration 28Q: 20 clusters Score -1.048357e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 69199 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 39190 members 
Mstep: Class 6 contains 50753 members 
Mstep: Class 7 contains 8504 members 
Mstep: Class 8 contains 31627 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 51148 members 
Mstep: Class 11 contains 28023 members 
Mstep: Class 12 contains 375177 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 58195 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19323 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 11638 members 
Entering Unmasked Estep 
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Score: -104836576.000000 Penalty: 64275.054688
Iteration 29Q: 20 clusters Score -1.048366e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 68547 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 39454 members 
Mstep: Class 6 contains 51084 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 50931 members 
Mstep: Class 11 contains 27874 members 
Mstep: Class 12 contains 374776 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 26778 members 
Mstep: Class 17 contains 58262 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 19197 members 
Mstep: Class 21 contains 9333 members 
Mstep: Class 22 contains 11656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104838112.000000 Penalty: 64275.054688
Iteration 30Q: 20 clusters Score -1.048381e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 67984 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 39605 members 
Mstep: Class 6 contains 51405 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 32747 members 
Mstep: Class 9 contains 12134 members 
Mstep: Class 10 contains 50749 members 
Mstep: Class 11 contains 27689 members 
Mstep: Class 12 contains 374404 members 
Mstep: Class 14 contains 12663 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 27439 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 19092 members 
Mstep: Class 21 contains 9340 members 
Mstep: Class 22 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104838976.000000 Penalty: 64275.054688
Iteration 31Q: 20 clusters Score -1.04839e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 67427 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 39663 members 
Mstep: Class 6 contains 51739 members 
Mstep: Class 7 contains 8481 members 
Mstep: Class 8 contains 33372 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 50558 members 
Mstep: Class 11 contains 27533 members 
Mstep: Class 12 contains 374062 members 
Mstep: Class 14 contains 12548 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 28049 members 
Mstep: Class 17 contains 58305 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18997 members 
Mstep: Class 21 contains 9344 members 
Mstep: Class 22 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104839768.000000 Penalty: 64275.054688
Iteration 32Q: 20 clusters Score -1.048398e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 66917 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 39652 members 
Mstep: Class 6 contains 52072 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 34054 members 
Mstep: Class 9 contains 11996 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 27420 members 
Mstep: Class 12 contains 373619 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 28633 members 
Mstep: Class 17 contains 58305 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18918 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 11659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104840920.000000 Penalty: 64275.054688
Iteration 33Q: 20 clusters Score -1.048409e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 66487 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 39599 members 
Mstep: Class 6 contains 52403 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 34738 members 
Mstep: Class 9 contains 11946 members 
Mstep: Class 10 contains 50259 members 
Mstep: Class 11 contains 27328 members 
Mstep: Class 12 contains 373155 members 
Mstep: Class 14 contains 12376 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 29120 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18868 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 11641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104842440.000000 Penalty: 64275.054688
Iteration 34Q: 20 clusters Score -1.048424e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 66136 members 
Mstep: Class 3 contains 18132 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 6 contains 52689 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 35481 members 
Mstep: Class 9 contains 11886 members 
Mstep: Class 10 contains 50106 members 
Mstep: Class 11 contains 27248 members 
Mstep: Class 12 contains 372702 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 29533 members 
Mstep: Class 17 contains 58226 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18836 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 11639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104843256.000000 Penalty: 64275.054688
Iteration 35Q: 20 clusters Score -1.048433e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 65794 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 39331 members 
Mstep: Class 6 contains 52925 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 36271 members 
Mstep: Class 9 contains 11834 members 
Mstep: Class 10 contains 49982 members 
Mstep: Class 11 contains 27186 members 
Mstep: Class 12 contains 372241 members 
Mstep: Class 14 contains 12253 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 29925 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18810 members 
Mstep: Class 21 contains 9350 members 
Mstep: Class 22 contains 11638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104844568.000000 Penalty: 64275.054688
Iteration 36Q: 20 clusters Score -1.048446e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 65502 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 39157 members 
Mstep: Class 6 contains 53120 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 37121 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 27102 members 
Mstep: Class 12 contains 371735 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 4582 members 
Mstep: Class 16 contains 30280 members 
Mstep: Class 17 contains 58126 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 20 contains 18788 members 
Mstep: Class 21 contains 9353 members 
Mstep: Class 22 contains 11635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104845440.000000 Penalty: 64275.054688
Iteration 37Q: 20 clusters Score -1.048454e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 65187 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 38982 members 
Mstep: Class 6 contains 53298 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 37961 members 
Mstep: Class 9 contains 11762 members 
Mstep: Class 10 contains 49725 members 
Mstep: Class 11 contains 27011 members 
Mstep: Class 12 contains 371317 members 
Mstep: Class 14 contains 12153 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 30633 members 
Mstep: Class 17 contains 58065 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 9356 members 
Mstep: Class 22 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104846472.000000 Penalty: 64275.054688
Iteration 38Q: 20 clusters Score -1.048465e+08 nChanged 2816
Entering ConstructFrom: 
Score: -104846472.000000 Penalty: 64275.054688
Entering ConstructFrom: 
Trying to split cluster 1 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -1041097.250000 Penalty: 2283.444336
	Iteration 0F: 2 clusters Score -1041097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1033636.937500 Penalty: 4566.888672
	Iteration 0F: 3 clusters Score -1033637 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1036509.000000 Penalty: 4566.888672
	Iteration 1F: 3 clusters Score -1036509 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1037469.687500 Penalty: 4566.888672
	Iteration 2F: 3 clusters Score -1037470 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1038549.250000 Penalty: 4566.888672
	Iteration 3F: 3 clusters Score -1038549 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1039719.437500 Penalty: 4566.888672
	Iteration 4F: 3 clusters Score -1039719 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1040684.250000 Penalty: 4566.888672
	Iteration 5F: 3 clusters Score -1040684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1041431.750000 Penalty: 4566.888672
	Iteration 6F: 3 clusters Score -1041432 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1042147.625000 Penalty: 4566.888672
	Iteration 7F: 3 clusters Score -1042148 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1042896.062500 Penalty: 4566.888672
	Iteration 8F: 3 clusters Score -1042896 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1043651.562500 Penalty: 4566.888672
	Iteration 9F: 3 clusters Score -1043652 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1044340.312500 Penalty: 4566.888672
	Iteration 10Q: 3 clusters Score -1044340 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1044899.437500 Penalty: 4566.888672
	Iteration 11Q: 3 clusters Score -1044899 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1045213.187500 Penalty: 4566.888672
	Iteration 12Q: 3 clusters Score -1045213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1045297.625000 Penalty: 4566.888672
	Iteration 13Q: 3 clusters Score -1045298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1045339.187500 Penalty: 4566.888672
	Iteration 14Q: 3 clusters Score -1045339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1045388.500000 Penalty: 4566.888672
	Iteration 15Q: 3 clusters Score -1045388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1045402.625000 Penalty: 4566.888672
	Iteration 16Q: 3 clusters Score -1045403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1045408.875000 Penalty: 4566.888672
	Iteration 17Q: 3 clusters Score -1045409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1045413.937500 Penalty: 4566.888672
	Iteration 18Q: 3 clusters Score -1045414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1045415.375000 Penalty: 4566.888672
	Iteration 19Q: 3 clusters Score -1045415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1045461.437500 Penalty: 4566.888672
	Iteration 20F: 3 clusters Score -1045461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1045487.687500 Penalty: 4566.888672
	Iteration 21Q: 3 clusters Score -1045488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1045515.625000 Penalty: 4566.888672
	Iteration 22Q: 3 clusters Score -1045516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1045541.250000 Penalty: 4566.888672
	Iteration 23Q: 3 clusters Score -1045541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1045583.125000 Penalty: 4566.888672
	Iteration 24Q: 3 clusters Score -1045583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1045688.812500 Penalty: 4566.888672
	Iteration 25Q: 3 clusters Score -1045689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1045790.312500 Penalty: 4566.888672
	Iteration 26Q: 3 clusters Score -1045790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1045803.125000 Penalty: 4566.888672
	Iteration 27Q: 3 clusters Score -1045803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1045806.500000 Penalty: 4566.888672
	Iteration 28Q: 3 clusters Score -1045806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1045806.437500 Penalty: 4566.888672
	Iteration 29Q: 3 clusters Score -1045806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1045807.000000 Penalty: 4566.888672
	Iteration 30Q: 3 clusters Score -1045807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1045809.500000 Penalty: 4566.888672
	Iteration 31Q: 3 clusters Score -1045810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1045810.562500 Penalty: 4566.888672
	Iteration 32Q: 3 clusters Score -1045811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1045809.187500 Penalty: 4566.888672
	Iteration 33Q: 3 clusters Score -1045809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1045810.375000 Penalty: 4566.888672
	Iteration 34Q: 3 clusters Score -1045810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1045811.000000 Penalty: 4566.888672
	Iteration 35Q: 3 clusters Score -1045811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1045811.000000 Penalty: 4566.888672
	Iteration 36F: 3 clusters Score -1045811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 18138 members 
Mstep: Class 4 contains 38788 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Entering Unmasked Estep 
Score: -104851240.000000 Penalty: 67657.953125
Splitting cluster 1 changes total score from -104846472.000000 to -104851240.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (64880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Entering Unmasked Estep 
Score: -8116702.500000 Penalty: 2747.913086
	Iteration 0F: 2 clusters Score -8116702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -8073282.000000 Penalty: 5495.826172
	Iteration 0F: 3 clusters Score -8073282 nChanged 30161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8090467.500000 Penalty: 5495.826172
	Iteration 1F: 3 clusters Score -8090468 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8091567.500000 Penalty: 5495.826172
	Iteration 2Q: 3 clusters Score -8091568 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -8093124.500000 Penalty: 5495.826172
	Iteration 3F: 3 clusters Score -8093124 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -8095237.500000 Penalty: 5495.826172
	Iteration 4F: 3 clusters Score -8095238 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -8098257.000000 Penalty: 5495.826172
	Iteration 5F: 3 clusters Score -8098257 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -8102273.000000 Penalty: 5495.826172
	Iteration 6F: 3 clusters Score -8102273 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -8106071.500000 Penalty: 5495.826172
	Iteration 7F: 3 clusters Score -8106072 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -8108939.000000 Penalty: 5495.826172
	Iteration 8F: 3 clusters Score -8108939 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -8111076.500000 Penalty: 5495.826172
	Iteration 9Q: 3 clusters Score -8111076 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -8112493.000000 Penalty: 5495.826172
	Iteration 10Q: 3 clusters Score -8112493 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -8113282.500000 Penalty: 5495.826172
	Iteration 11Q: 3 clusters Score -8113282 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -8113734.000000 Penalty: 5495.826172
	Iteration 12Q: 3 clusters Score -8113734 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8114039.000000 Penalty: 5495.826172
	Iteration 13Q: 3 clusters Score -8114039 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -8114219.000000 Penalty: 5495.826172
	Iteration 14Q: 3 clusters Score -8114219 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8114339.000000 Penalty: 5495.826172
	Iteration 15Q: 3 clusters Score -8114339 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -8114500.500000 Penalty: 5495.826172
	Iteration 16Q: 3 clusters Score -8114500 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -8114600.500000 Penalty: 5495.826172
	Iteration 17Q: 3 clusters Score -8114600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -8114710.500000 Penalty: 5495.826172
	Iteration 18Q: 3 clusters Score -8114710 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -8114782.000000 Penalty: 5495.826172
	Iteration 19Q: 3 clusters Score -8114782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -8114846.500000 Penalty: 5495.826172
	Iteration 20F: 3 clusters Score -8114846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -8114886.500000 Penalty: 5495.826172
	Iteration 21Q: 3 clusters Score -8114886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8114928.500000 Penalty: 5495.826172
	Iteration 22Q: 3 clusters Score -8114928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -8114973.000000 Penalty: 5495.826172
	Iteration 23Q: 3 clusters Score -8114973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -8115004.500000 Penalty: 5495.826172
	Iteration 24Q: 3 clusters Score -8115004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -8115035.000000 Penalty: 5495.826172
	Iteration 25Q: 3 clusters Score -8115035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -8115064.000000 Penalty: 5495.826172
	Iteration 26Q: 3 clusters Score -8115064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -8115074.500000 Penalty: 5495.826172
	Iteration 27Q: 3 clusters Score -8115074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -8115098.000000 Penalty: 5495.826172
	Iteration 28Q: 3 clusters Score -8115098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -8115151.000000 Penalty: 5495.826172
	Iteration 29Q: 3 clusters Score -8115151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -8115161.000000 Penalty: 5495.826172
	Iteration 30Q: 3 clusters Score -8115161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -8115174.000000 Penalty: 5495.826172
	Iteration 31Q: 3 clusters Score -8115174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -8115208.500000 Penalty: 5495.826172
	Iteration 32Q: 3 clusters Score -8115208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -8115203.500000 Penalty: 5495.826172
	Iteration 33Q: 3 clusters Score -8115204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8115233.000000 Penalty: 5495.826172
	Iteration 34Q: 3 clusters Score -8115233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -8115230.500000 Penalty: 5495.826172
	Iteration 35Q: 3 clusters Score -8115230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -8115248.500000 Penalty: 5495.826172
	Iteration 36Q: 3 clusters Score -8115248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -8115262.500000 Penalty: 5495.826172
	Iteration 37Q: 3 clusters Score -8115262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8115251.500000 Penalty: 5495.826172
	Iteration 38Q: 3 clusters Score -8115252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -8115278.000000 Penalty: 5495.826172
	Iteration 39Q: 3 clusters Score -8115278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8115286.500000 Penalty: 5495.826172
	Iteration 40F: 3 clusters Score -8115286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -8115302.500000 Penalty: 5495.826172
	Iteration 41Q: 3 clusters Score -8115302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -8115310.000000 Penalty: 5495.826172
	Iteration 42Q: 3 clusters Score -8115310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8115320.000000 Penalty: 5495.826172
	Iteration 43Q: 3 clusters Score -8115320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8115338.500000 Penalty: 5495.826172
	Iteration 44Q: 3 clusters Score -8115338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -8115354.000000 Penalty: 5495.826172
	Iteration 45Q: 3 clusters Score -8115354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -8115361.500000 Penalty: 5495.826172
	Iteration 46Q: 3 clusters Score -8115362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -8115368.000000 Penalty: 5495.826172
	Iteration 47Q: 3 clusters Score -8115368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -8115384.500000 Penalty: 5495.826172
	Iteration 48Q: 3 clusters Score -8115384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -8115402.000000 Penalty: 5495.826172
	Iteration 49Q: 3 clusters Score -8115402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -8115407.000000 Penalty: 5495.826172
	Iteration 50Q: 3 clusters Score -8115407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -8115412.000000 Penalty: 5495.826172
	Iteration 51Q: 3 clusters Score -8115412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -8115405.500000 Penalty: 5495.826172
	Iteration 52Q: 3 clusters Score -8115406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -8115416.000000 Penalty: 5495.826172
	Iteration 53Q: 3 clusters Score -8115416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -8115421.500000 Penalty: 5495.826172
	Iteration 54Q: 3 clusters Score -8115422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -8115424.000000 Penalty: 5495.826172
	Iteration 55Q: 3 clusters Score -8115424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -8115430.000000 Penalty: 5495.826172
	Iteration 56Q: 3 clusters Score -8115430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8115424.500000 Penalty: 5495.826172
	Iteration 57Q: 3 clusters Score -8115424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8115434.000000 Penalty: 5495.826172
	Iteration 58Q: 3 clusters Score -8115434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -8115438.000000 Penalty: 5495.826172
	Iteration 59Q: 3 clusters Score -8115438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -8115437.000000 Penalty: 5495.826172
	Iteration 60F: 3 clusters Score -8115437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -8115433.000000 Penalty: 5495.826172
	Iteration 61Q: 3 clusters Score -8115433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -8115455.000000 Penalty: 5495.826172
	Iteration 62Q: 3 clusters Score -8115455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -8115469.500000 Penalty: 5495.826172
	Iteration 63Q: 3 clusters Score -8115470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -8115473.500000 Penalty: 5495.826172
	Iteration 64Q: 3 clusters Score -8115474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -8115476.500000 Penalty: 5495.826172
	Iteration 65Q: 3 clusters Score -8115476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8115479.000000 Penalty: 5495.826172
	Iteration 66Q: 3 clusters Score -8115479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -8115483.500000 Penalty: 5495.826172
	Iteration 67Q: 3 clusters Score -8115484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8115500.000000 Penalty: 5495.826172
	Iteration 68Q: 3 clusters Score -8115500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -8115496.500000 Penalty: 5495.826172
	Iteration 69Q: 3 clusters Score -8115496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -8115519.000000 Penalty: 5495.826172
	Iteration 70Q: 3 clusters Score -8115519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -8115515.500000 Penalty: 5495.826172
	Iteration 71Q: 3 clusters Score -8115516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8115516.500000 Penalty: 5495.826172
	Iteration 72Q: 3 clusters Score -8115516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -8115517.000000 Penalty: 5495.826172
	Iteration 73Q: 3 clusters Score -8115517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -8115516.500000 Penalty: 5495.826172
	Iteration 74Q: 3 clusters Score -8115516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8115513.000000 Penalty: 5495.826172
	Iteration 75Q: 3 clusters Score -8115513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8115513.000000 Penalty: 5495.826172
	Iteration 76F: 3 clusters Score -8115513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Entering Unmasked Estep 
Score: -2197762.750000 Penalty: 2431.829590
	Iteration 0F: 2 clusters Score -2197763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2184940.250000 Penalty: 4863.659180
	Iteration 0F: 3 clusters Score -2184940 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2189480.750000 Penalty: 4863.659180
	Iteration 1F: 3 clusters Score -2189481 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2190202.000000 Penalty: 4863.659180
	Iteration 2F: 3 clusters Score -2190202 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2190971.250000 Penalty: 4863.659180
	Iteration 3F: 3 clusters Score -2190971 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2191820.750000 Penalty: 4863.659180
	Iteration 4F: 3 clusters Score -2191821 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2192665.000000 Penalty: 4863.659180
	Iteration 5F: 3 clusters Score -2192665 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2193362.000000 Penalty: 4863.659180
	Iteration 6F: 3 clusters Score -2193362 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2193940.750000 Penalty: 4863.659180
	Iteration 7Q: 3 clusters Score -2193941 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2194497.500000 Penalty: 4863.659180
	Iteration 8Q: 3 clusters Score -2194498 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2194968.000000 Penalty: 4863.659180
	Iteration 9Q: 3 clusters Score -2194968 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2195321.250000 Penalty: 4863.659180
	Iteration 10Q: 3 clusters Score -2195321 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2195567.000000 Penalty: 4863.659180
	Iteration 11Q: 3 clusters Score -2195567 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2195744.250000 Penalty: 4863.659180
	Iteration 12Q: 3 clusters Score -2195744 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2195875.000000 Penalty: 4863.659180
	Iteration 13Q: 3 clusters Score -2195875 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2195978.250000 Penalty: 4863.659180
	Iteration 14Q: 3 clusters Score -2195978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2196074.500000 Penalty: 4863.659180
	Iteration 15Q: 3 clusters Score -2196074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2196185.750000 Penalty: 4863.659180
	Iteration 16Q: 3 clusters Score -2196186 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2196275.500000 Penalty: 4863.659180
	Iteration 17Q: 3 clusters Score -2196276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2196352.000000 Penalty: 4863.659180
	Iteration 18Q: 3 clusters Score -2196352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2196427.250000 Penalty: 4863.659180
	Iteration 19Q: 3 clusters Score -2196427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2196469.750000 Penalty: 4863.659180
	Iteration 20F: 3 clusters Score -2196470 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2196516.500000 Penalty: 4863.659180
	Iteration 21Q: 3 clusters Score -2196516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2196557.000000 Penalty: 4863.659180
	Iteration 22Q: 3 clusters Score -2196557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2196611.000000 Penalty: 4863.659180
	Iteration 23Q: 3 clusters Score -2196611 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2196653.750000 Penalty: 4863.659180
	Iteration 24Q: 3 clusters Score -2196654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2196724.750000 Penalty: 4863.659180
	Iteration 25Q: 3 clusters Score -2196725 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2196818.250000 Penalty: 4863.659180
	Iteration 26Q: 3 clusters Score -2196818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2196925.250000 Penalty: 4863.659180
	Iteration 27Q: 3 clusters Score -2196925 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2197039.250000 Penalty: 4863.659180
	Iteration 28Q: 3 clusters Score -2197039 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2197168.250000 Penalty: 4863.659180
	Iteration 29Q: 3 clusters Score -2197168 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2197290.000000 Penalty: 4863.659180
	Iteration 30Q: 3 clusters Score -2197290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2197412.000000 Penalty: 4863.659180
	Iteration 31Q: 3 clusters Score -2197412 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2197520.000000 Penalty: 4863.659180
	Iteration 32Q: 3 clusters Score -2197520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2197624.000000 Penalty: 4863.659180
	Iteration 33Q: 3 clusters Score -2197624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2197707.250000 Penalty: 4863.659180
	Iteration 34Q: 3 clusters Score -2197707 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2197773.500000 Penalty: 4863.659180
	Iteration 35Q: 3 clusters Score -2197774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2197828.250000 Penalty: 4863.659180
	Iteration 36Q: 3 clusters Score -2197828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2197879.000000 Penalty: 4863.659180
	Iteration 37Q: 3 clusters Score -2197879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2197941.750000 Penalty: 4863.659180
	Iteration 38Q: 3 clusters Score -2197942 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2198002.000000 Penalty: 4863.659180
	Iteration 39Q: 3 clusters Score -2198002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2198055.500000 Penalty: 4863.659180
	Iteration 40F: 3 clusters Score -2198056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2198112.500000 Penalty: 4863.659180
	Iteration 41Q: 3 clusters Score -2198112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2198153.500000 Penalty: 4863.659180
	Iteration 42Q: 3 clusters Score -2198154 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2198201.250000 Penalty: 4863.659180
	Iteration 43Q: 3 clusters Score -2198201 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2198266.250000 Penalty: 4863.659180
	Iteration 44Q: 3 clusters Score -2198266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2198314.500000 Penalty: 4863.659180
	Iteration 45Q: 3 clusters Score -2198314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2198366.000000 Penalty: 4863.659180
	Iteration 46Q: 3 clusters Score -2198366 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2198404.750000 Penalty: 4863.659180
	Iteration 47Q: 3 clusters Score -2198405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2198436.250000 Penalty: 4863.659180
	Iteration 48Q: 3 clusters Score -2198436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2198477.750000 Penalty: 4863.659180
	Iteration 49Q: 3 clusters Score -2198478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2198518.000000 Penalty: 4863.659180
	Iteration 50Q: 3 clusters Score -2198518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2198569.000000 Penalty: 4863.659180
	Iteration 51Q: 3 clusters Score -2198569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2198629.000000 Penalty: 4863.659180
	Iteration 52Q: 3 clusters Score -2198629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2198684.500000 Penalty: 4863.659180
	Iteration 53Q: 3 clusters Score -2198684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2198738.250000 Penalty: 4863.659180
	Iteration 54Q: 3 clusters Score -2198738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2198788.500000 Penalty: 4863.659180
	Iteration 55Q: 3 clusters Score -2198788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2198805.000000 Penalty: 4863.659180
	Iteration 56Q: 3 clusters Score -2198805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2198823.500000 Penalty: 4863.659180
	Iteration 57Q: 3 clusters Score -2198824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2198830.250000 Penalty: 4863.659180
	Iteration 58Q: 3 clusters Score -2198830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2198838.750000 Penalty: 4863.659180
	Iteration 59Q: 3 clusters Score -2198839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2198855.500000 Penalty: 4863.659180
	Iteration 60F: 3 clusters Score -2198856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2198854.750000 Penalty: 4863.659180
	Iteration 61Q: 3 clusters Score -2198855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2198859.000000 Penalty: 4863.659180
	Iteration 62Q: 3 clusters Score -2198859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2198859.750000 Penalty: 4863.659180
	Iteration 63Q: 3 clusters Score -2198860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2198863.750000 Penalty: 4863.659180
	Iteration 64Q: 3 clusters Score -2198864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2198865.000000 Penalty: 4863.659180
	Iteration 65Q: 3 clusters Score -2198865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2198867.500000 Penalty: 4863.659180
	Iteration 66Q: 3 clusters Score -2198868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2198868.000000 Penalty: 4863.659180
	Iteration 67Q: 3 clusters Score -2198868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2198866.250000 Penalty: 4863.659180
	Iteration 68Q: 3 clusters Score -2198866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4863.659180
	Iteration 69Q: 3 clusters Score -2198866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2198867.500000 Penalty: 4863.659180
	Iteration 70Q: 3 clusters Score -2198868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2198868.500000 Penalty: 4863.659180
	Iteration 71Q: 3 clusters Score -2198868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4863.659180
	Iteration 72Q: 3 clusters Score -2198866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4863.659180
	Iteration 73Q: 3 clusters Score -2198866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2198868.250000 Penalty: 4863.659180
	Iteration 74Q: 3 clusters Score -2198868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2198868.250000 Penalty: 4863.659180
	Iteration 75Q: 3 clusters Score -2198868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2198865.000000 Penalty: 4863.659180
	Iteration 76Q: 3 clusters Score -2198865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2198863.250000 Penalty: 4863.659180
	Iteration 77Q: 3 clusters Score -2198863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4863.659180
	Iteration 78Q: 3 clusters Score -2198866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4863.659180
	Iteration 79F: 3 clusters Score -2198866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 38788 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Entering Unmasked Estep 
Score: -104851184.000000 Penalty: 71040.851562
Splitting cluster 3 changes total score from -104846472.000000 to -104851184.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (38788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Entering Unmasked Estep 
Score: -4985439.000000 Penalty: 2620.334961
	Iteration 0F: 2 clusters Score -4985439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4959146.000000 Penalty: 5240.669922
	Iteration 0F: 3 clusters Score -4959146 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4969269.000000 Penalty: 5240.669922
	Iteration 1F: 3 clusters Score -4969269 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4970942.000000 Penalty: 5240.669922
	Iteration 2F: 3 clusters Score -4970942 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4973693.500000 Penalty: 5240.669922
	Iteration 3F: 3 clusters Score -4973694 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4976870.000000 Penalty: 5240.669922
	Iteration 4F: 3 clusters Score -4976870 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4980238.500000 Penalty: 5240.669922
	Iteration 5F: 3 clusters Score -4980238 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4983491.500000 Penalty: 5240.669922
	Iteration 6F: 3 clusters Score -4983492 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4986259.500000 Penalty: 5240.669922
	Iteration 7F: 3 clusters Score -4986260 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4988137.000000 Penalty: 5240.669922
	Iteration 8Q: 3 clusters Score -4988137 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4989427.000000 Penalty: 5240.669922
	Iteration 9Q: 3 clusters Score -4989427 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4990055.500000 Penalty: 5240.669922
	Iteration 10Q: 3 clusters Score -4990056 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -4990331.500000 Penalty: 5240.669922
	Iteration 11Q: 3 clusters Score -4990332 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4990415.500000 Penalty: 5240.669922
	Iteration 12Q: 3 clusters Score -4990416 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -4990466.500000 Penalty: 5240.669922
	Iteration 13Q: 3 clusters Score -4990466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4990488.000000 Penalty: 5240.669922
	Iteration 14Q: 3 clusters Score -4990488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4990523.500000 Penalty: 5240.669922
	Iteration 15Q: 3 clusters Score -4990524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4990511.000000 Penalty: 5240.669922
	Iteration 16Q: 3 clusters Score -4990511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4990522.000000 Penalty: 5240.669922
	Iteration 17Q: 3 clusters Score -4990522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4990520.000000 Penalty: 5240.669922
	Iteration 18Q: 3 clusters Score -4990520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4990523.000000 Penalty: 5240.669922
	Iteration 19Q: 3 clusters Score -4990523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -4990535.500000 Penalty: 5240.669922
	Iteration 20F: 3 clusters Score -4990536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4990545.500000 Penalty: 5240.669922
	Iteration 21Q: 3 clusters Score -4990546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4990553.500000 Penalty: 5240.669922
	Iteration 22Q: 3 clusters Score -4990554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4990549.000000 Penalty: 5240.669922
	Iteration 23Q: 3 clusters Score -4990549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4990541.500000 Penalty: 5240.669922
	Iteration 24Q: 3 clusters Score -4990542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4990546.000000 Penalty: 5240.669922
	Iteration 25Q: 3 clusters Score -4990546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4990546.000000 Penalty: 5240.669922
	Iteration 26Q: 3 clusters Score -4990546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4990551.500000 Penalty: 5240.669922
	Iteration 27Q: 3 clusters Score -4990552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4990551.500000 Penalty: 5240.669922
	Iteration 28F: 3 clusters Score -4990552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Entering Unmasked Estep 
Score: -104855432.000000 Penalty: 74423.750000
Splitting cluster 4 changes total score from -104846472.000000 to -104855432.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (53446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Entering Unmasked Estep 
Score: -7013278.500000 Penalty: 2699.833984
	Iteration 0F: 2 clusters Score -7013278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -6977209.500000 Penalty: 5399.667969
	Iteration 0F: 3 clusters Score -6977210 nChanged 24784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6990853.000000 Penalty: 5399.667969
	Iteration 1F: 3 clusters Score -6990853 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -6991420.500000 Penalty: 5399.667969
	Iteration 2Q: 3 clusters Score -6991420 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6992053.500000 Penalty: 5399.667969
	Iteration 3Q: 3 clusters Score -6992054 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6992660.500000 Penalty: 5399.667969
	Iteration 4Q: 3 clusters Score -6992660 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6993312.000000 Penalty: 5399.667969
	Iteration 5Q: 3 clusters Score -6993312 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6994216.000000 Penalty: 5399.667969
	Iteration 6Q: 3 clusters Score -6994216 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6995549.000000 Penalty: 5399.667969
	Iteration 7Q: 3 clusters Score -6995549 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -6997421.500000 Penalty: 5399.667969
	Iteration 8F: 3 clusters Score -6997422 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6999937.500000 Penalty: 5399.667969
	Iteration 9F: 3 clusters Score -6999938 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -7002533.500000 Penalty: 5399.667969
	Iteration 10F: 3 clusters Score -7002534 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -7004597.500000 Penalty: 5399.667969
	Iteration 11Q: 3 clusters Score -7004598 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -7005922.000000 Penalty: 5399.667969
	Iteration 12Q: 3 clusters Score -7005922 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -7006660.000000 Penalty: 5399.667969
	Iteration 13Q: 3 clusters Score -7006660 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -7007166.500000 Penalty: 5399.667969
	Iteration 14Q: 3 clusters Score -7007166 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -7007602.000000 Penalty: 5399.667969
	Iteration 15Q: 3 clusters Score -7007602 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -7008004.500000 Penalty: 5399.667969
	Iteration 16Q: 3 clusters Score -7008004 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -7008437.500000 Penalty: 5399.667969
	Iteration 17Q: 3 clusters Score -7008438 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -7008841.500000 Penalty: 5399.667969
	Iteration 18Q: 3 clusters Score -7008842 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -7009191.500000 Penalty: 5399.667969
	Iteration 19Q: 3 clusters Score -7009192 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -7009483.500000 Penalty: 5399.667969
	Iteration 20F: 3 clusters Score -7009484 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -7009768.000000 Penalty: 5399.667969
	Iteration 21Q: 3 clusters Score -7009768 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -7009949.500000 Penalty: 5399.667969
	Iteration 22Q: 3 clusters Score -7009950 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -7010145.500000 Penalty: 5399.667969
	Iteration 23Q: 3 clusters Score -7010146 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -7010335.500000 Penalty: 5399.667969
	Iteration 24Q: 3 clusters Score -7010336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -7010466.500000 Penalty: 5399.667969
	Iteration 25Q: 3 clusters Score -7010466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -7010548.000000 Penalty: 5399.667969
	Iteration 26Q: 3 clusters Score -7010548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -7010611.500000 Penalty: 5399.667969
	Iteration 27Q: 3 clusters Score -7010612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7010667.000000 Penalty: 5399.667969
	Iteration 28Q: 3 clusters Score -7010667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -7010732.500000 Penalty: 5399.667969
	Iteration 29Q: 3 clusters Score -7010732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -7010762.000000 Penalty: 5399.667969
	Iteration 30Q: 3 clusters Score -7010762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -7010818.000000 Penalty: 5399.667969
	Iteration 31Q: 3 clusters Score -7010818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -7010855.000000 Penalty: 5399.667969
	Iteration 32Q: 3 clusters Score -7010855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -7010893.000000 Penalty: 5399.667969
	Iteration 33Q: 3 clusters Score -7010893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -7010925.500000 Penalty: 5399.667969
	Iteration 34Q: 3 clusters Score -7010926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -7010948.000000 Penalty: 5399.667969
	Iteration 35Q: 3 clusters Score -7010948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7010964.500000 Penalty: 5399.667969
	Iteration 36Q: 3 clusters Score -7010964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -7010983.000000 Penalty: 5399.667969
	Iteration 37Q: 3 clusters Score -7010983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7011008.500000 Penalty: 5399.667969
	Iteration 38Q: 3 clusters Score -7011008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -7011020.500000 Penalty: 5399.667969
	Iteration 39Q: 3 clusters Score -7011020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7011034.500000 Penalty: 5399.667969
	Iteration 40F: 3 clusters Score -7011034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -7011036.500000 Penalty: 5399.667969
	Iteration 41Q: 3 clusters Score -7011036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -7011046.000000 Penalty: 5399.667969
	Iteration 42Q: 3 clusters Score -7011046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -7011059.000000 Penalty: 5399.667969
	Iteration 43Q: 3 clusters Score -7011059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7011081.500000 Penalty: 5399.667969
	Iteration 44Q: 3 clusters Score -7011082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -7011076.500000 Penalty: 5399.667969
	Iteration 45Q: 3 clusters Score -7011076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -7011083.000000 Penalty: 5399.667969
	Iteration 46Q: 3 clusters Score -7011083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -7011079.000000 Penalty: 5399.667969
	Iteration 47Q: 3 clusters Score -7011079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -7011078.000000 Penalty: 5399.667969
	Iteration 48Q: 3 clusters Score -7011078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -7011092.000000 Penalty: 5399.667969
	Iteration 49Q: 3 clusters Score -7011092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7011094.000000 Penalty: 5399.667969
	Iteration 50Q: 3 clusters Score -7011094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -7011093.000000 Penalty: 5399.667969
	Iteration 51Q: 3 clusters Score -7011093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7011089.500000 Penalty: 5399.667969
	Iteration 52Q: 3 clusters Score -7011090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -7011094.500000 Penalty: 5399.667969
	Iteration 53Q: 3 clusters Score -7011094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -7011091.500000 Penalty: 5399.667969
	Iteration 54Q: 3 clusters Score -7011092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -7011091.500000 Penalty: 5399.667969
	Iteration 55F: 3 clusters Score -7011092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Entering Unmasked Estep 
Score: -1017405.062500 Penalty: 2242.895020
	Iteration 0F: 2 clusters Score -1017405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1010700.625000 Penalty: 4485.790039
	Iteration 0F: 3 clusters Score -1010701 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1012869.312500 Penalty: 4485.790039
	Iteration 1F: 3 clusters Score -1012869 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1013422.750000 Penalty: 4485.790039
	Iteration 2F: 3 clusters Score -1013423 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1014002.687500 Penalty: 4485.790039
	Iteration 3F: 3 clusters Score -1014003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1014592.062500 Penalty: 4485.790039
	Iteration 4F: 3 clusters Score -1014592 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1015166.937500 Penalty: 4485.790039
	Iteration 5F: 3 clusters Score -1015167 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1015788.625000 Penalty: 4485.790039
	Iteration 6F: 3 clusters Score -1015789 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1016414.312500 Penalty: 4485.790039
	Iteration 7F: 3 clusters Score -1016414 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1017069.812500 Penalty: 4485.790039
	Iteration 8F: 3 clusters Score -1017070 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1017895.437500 Penalty: 4485.790039
	Iteration 9F: 3 clusters Score -1017895 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1019064.187500 Penalty: 4485.790039
	Iteration 10F: 3 clusters Score -1019064 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1019719.375000 Penalty: 4485.790039
	Iteration 11Q: 3 clusters Score -1019719 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1019992.000000 Penalty: 4485.790039
	Iteration 12Q: 3 clusters Score -1019992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1020113.187500 Penalty: 4485.790039
	Iteration 13Q: 3 clusters Score -1020113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1020195.437500 Penalty: 4485.790039
	Iteration 14Q: 3 clusters Score -1020195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1020260.375000 Penalty: 4485.790039
	Iteration 15Q: 3 clusters Score -1020260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1020307.687500 Penalty: 4485.790039
	Iteration 16Q: 3 clusters Score -1020308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1020335.062500 Penalty: 4485.790039
	Iteration 17Q: 3 clusters Score -1020335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1020356.812500 Penalty: 4485.790039
	Iteration 18Q: 3 clusters Score -1020357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1020369.312500 Penalty: 4485.790039
	Iteration 19Q: 3 clusters Score -1020369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1020376.250000 Penalty: 4485.790039
	Iteration 20F: 3 clusters Score -1020376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1020381.812500 Penalty: 4485.790039
	Iteration 21Q: 3 clusters Score -1020382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1020386.312500 Penalty: 4485.790039
	Iteration 22Q: 3 clusters Score -1020386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1020391.437500 Penalty: 4485.790039
	Iteration 23Q: 3 clusters Score -1020391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1020394.250000 Penalty: 4485.790039
	Iteration 24Q: 3 clusters Score -1020394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1020395.062500 Penalty: 4485.790039
	Iteration 25Q: 3 clusters Score -1020395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1020396.250000 Penalty: 4485.790039
	Iteration 26Q: 3 clusters Score -1020396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1020395.875000 Penalty: 4485.790039
	Iteration 27Q: 3 clusters Score -1020396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1020397.562500 Penalty: 4485.790039
	Iteration 28Q: 3 clusters Score -1020398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1020398.250000 Penalty: 4485.790039
	Iteration 29Q: 3 clusters Score -1020398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1020398.312500 Penalty: 4485.790039
	Iteration 30Q: 3 clusters Score -1020398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1020398.687500 Penalty: 4485.790039
	Iteration 31Q: 3 clusters Score -1020399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1020398.687500 Penalty: 4485.790039
	Iteration 32F: 3 clusters Score -1020399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Entering Unmasked Estep 
Score: -104857416.000000 Penalty: 77806.648438
Splitting cluster 7 changes total score from -104846472.000000 to -104857416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (38795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Entering Unmasked Estep 
Score: -5073746.500000 Penalty: 2620.379639
	Iteration 0F: 2 clusters Score -5073746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -5047403.500000 Penalty: 5240.759277
	Iteration 0F: 3 clusters Score -5047404 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5057768.500000 Penalty: 5240.759277
	Iteration 1F: 3 clusters Score -5057768 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5058802.000000 Penalty: 5240.759277
	Iteration 2F: 3 clusters Score -5058802 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5059889.000000 Penalty: 5240.759277
	Iteration 3F: 3 clusters Score -5059889 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5061245.000000 Penalty: 5240.759277
	Iteration 4F: 3 clusters Score -5061245 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5062941.500000 Penalty: 5240.759277
	Iteration 5F: 3 clusters Score -5062942 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5064998.500000 Penalty: 5240.759277
	Iteration 6F: 3 clusters Score -5064998 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5067206.500000 Penalty: 5240.759277
	Iteration 7F: 3 clusters Score -5067206 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -5068836.000000 Penalty: 5240.759277
	Iteration 8F: 3 clusters Score -5068836 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5069723.500000 Penalty: 5240.759277
	Iteration 9Q: 3 clusters Score -5069724 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5070154.500000 Penalty: 5240.759277
	Iteration 10Q: 3 clusters Score -5070154 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5070400.000000 Penalty: 5240.759277
	Iteration 11Q: 3 clusters Score -5070400 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5070603.500000 Penalty: 5240.759277
	Iteration 12Q: 3 clusters Score -5070604 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5070750.000000 Penalty: 5240.759277
	Iteration 13Q: 3 clusters Score -5070750 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5070893.500000 Penalty: 5240.759277
	Iteration 14Q: 3 clusters Score -5070894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5071026.500000 Penalty: 5240.759277
	Iteration 15Q: 3 clusters Score -5071026 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5071184.500000 Penalty: 5240.759277
	Iteration 16Q: 3 clusters Score -5071184 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5071291.000000 Penalty: 5240.759277
	Iteration 17Q: 3 clusters Score -5071291 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5071473.000000 Penalty: 5240.759277
	Iteration 18Q: 3 clusters Score -5071473 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -5071640.000000 Penalty: 5240.759277
	Iteration 19Q: 3 clusters Score -5071640 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5071883.500000 Penalty: 5240.759277
	Iteration 20F: 3 clusters Score -5071884 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5072174.500000 Penalty: 5240.759277
	Iteration 21Q: 3 clusters Score -5072174 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5072498.000000 Penalty: 5240.759277
	Iteration 22Q: 3 clusters Score -5072498 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5072918.500000 Penalty: 5240.759277
	Iteration 23Q: 3 clusters Score -5072918 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5073303.500000 Penalty: 5240.759277
	Iteration 24Q: 3 clusters Score -5073304 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5073586.000000 Penalty: 5240.759277
	Iteration 25Q: 3 clusters Score -5073586 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5073797.000000 Penalty: 5240.759277
	Iteration 26Q: 3 clusters Score -5073797 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5073917.000000 Penalty: 5240.759277
	Iteration 27Q: 3 clusters Score -5073917 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5073968.500000 Penalty: 5240.759277
	Iteration 28Q: 3 clusters Score -5073968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -5074011.000000 Penalty: 5240.759277
	Iteration 29Q: 3 clusters Score -5074011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5074051.000000 Penalty: 5240.759277
	Iteration 30Q: 3 clusters Score -5074051 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5074074.500000 Penalty: 5240.759277
	Iteration 31Q: 3 clusters Score -5074074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5074088.500000 Penalty: 5240.759277
	Iteration 32Q: 3 clusters Score -5074088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5074102.000000 Penalty: 5240.759277
	Iteration 33Q: 3 clusters Score -5074102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5074100.000000 Penalty: 5240.759277
	Iteration 34Q: 3 clusters Score -5074100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5074108.500000 Penalty: 5240.759277
	Iteration 35Q: 3 clusters Score -5074108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5074104.000000 Penalty: 5240.759277
	Iteration 36Q: 3 clusters Score -5074104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5074107.500000 Penalty: 5240.759277
	Iteration 37Q: 3 clusters Score -5074108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -5074108.000000 Penalty: 5240.759277
	Iteration 38Q: 3 clusters Score -5074108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5074109.000000 Penalty: 5240.759277
	Iteration 39Q: 3 clusters Score -5074109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5074113.500000 Penalty: 5240.759277
	Iteration 40F: 3 clusters Score -5074114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5074103.500000 Penalty: 5240.759277
	Iteration 41Q: 3 clusters Score -5074104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -5074104.000000 Penalty: 5240.759277
	Iteration 42Q: 3 clusters Score -5074104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -5074109.000000 Penalty: 5240.759277
	Iteration 43Q: 3 clusters Score -5074109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5074119.000000 Penalty: 5240.759277
	Iteration 44Q: 3 clusters Score -5074119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5074117.500000 Penalty: 5240.759277
	Iteration 45Q: 3 clusters Score -5074118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5074119.500000 Penalty: 5240.759277
	Iteration 46Q: 3 clusters Score -5074120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5074109.000000 Penalty: 5240.759277
	Iteration 47Q: 3 clusters Score -5074109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5074105.000000 Penalty: 5240.759277
	Iteration 48Q: 3 clusters Score -5074105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5074105.000000 Penalty: 5240.759277
	Iteration 49Q: 3 clusters Score -5074105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -5074097.000000 Penalty: 5240.759277
	Iteration 50Q: 3 clusters Score -5074097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5074103.000000 Penalty: 5240.759277
	Iteration 51Q: 3 clusters Score -5074103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5074101.500000 Penalty: 5240.759277
	Iteration 52Q: 3 clusters Score -5074102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5074099.500000 Penalty: 5240.759277
	Iteration 53Q: 3 clusters Score -5074100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5074108.000000 Penalty: 5240.759277
	Iteration 54Q: 3 clusters Score -5074108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5074106.000000 Penalty: 5240.759277
	Iteration 55Q: 3 clusters Score -5074106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5074101.500000 Penalty: 5240.759277
	Iteration 56Q: 3 clusters Score -5074102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5074105.000000 Penalty: 5240.759277
	Iteration 57Q: 3 clusters Score -5074105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5074103.500000 Penalty: 5240.759277
	Iteration 58Q: 3 clusters Score -5074104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -5074101.500000 Penalty: 5240.759277
	Iteration 59Q: 3 clusters Score -5074102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -5074101.500000 Penalty: 5240.759277
	Iteration 60F: 3 clusters Score -5074102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Entering Unmasked Estep 
Score: -104857376.000000 Penalty: 81189.546875
Splitting cluster 8 changes total score from -104846472.000000 to -104857376.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -1441184.375000 Penalty: 2323.651855
	Iteration 0F: 2 clusters Score -1441184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1432503.750000 Penalty: 4647.303711
	Iteration 0F: 3 clusters Score -1432504 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1435152.000000 Penalty: 4647.303711
	Iteration 1F: 3 clusters Score -1435152 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1435676.000000 Penalty: 4647.303711
	Iteration 2F: 3 clusters Score -1435676 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1436229.875000 Penalty: 4647.303711
	Iteration 3F: 3 clusters Score -1436230 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1436869.375000 Penalty: 4647.303711
	Iteration 4F: 3 clusters Score -1436869 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1437575.000000 Penalty: 4647.303711
	Iteration 5F: 3 clusters Score -1437575 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1438301.625000 Penalty: 4647.303711
	Iteration 6F: 3 clusters Score -1438302 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1439082.250000 Penalty: 4647.303711
	Iteration 7F: 3 clusters Score -1439082 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1440033.625000 Penalty: 4647.303711
	Iteration 8F: 3 clusters Score -1440034 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1441312.250000 Penalty: 4647.303711
	Iteration 9F: 3 clusters Score -1441312 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1442704.875000 Penalty: 4647.303711
	Iteration 10F: 3 clusters Score -1442705 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1443239.625000 Penalty: 4647.303711
	Iteration 11Q: 3 clusters Score -1443240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1443329.000000 Penalty: 4647.303711
	Iteration 12Q: 3 clusters Score -1443329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1443343.125000 Penalty: 4647.303711
	Iteration 13Q: 3 clusters Score -1443343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1443352.625000 Penalty: 4647.303711
	Iteration 14Q: 3 clusters Score -1443353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1443352.875000 Penalty: 4647.303711
	Iteration 15Q: 3 clusters Score -1443353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1443352.750000 Penalty: 4647.303711
	Iteration 16Q: 3 clusters Score -1443353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1443352.750000 Penalty: 4647.303711
	Iteration 17F: 3 clusters Score -1443353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Entering Unmasked Estep 
Score: -104858592.000000 Penalty: 84572.445312
Splitting cluster 9 changes total score from -104846472.000000 to -104858592.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (49577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Entering Unmasked Estep 
Score: -6283872.500000 Penalty: 2681.197998
	Iteration 0F: 2 clusters Score -6283872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -6250509.000000 Penalty: 5362.395996
	Iteration 0F: 3 clusters Score -6250509 nChanged 22851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6264283.500000 Penalty: 5362.395996
	Iteration 1F: 3 clusters Score -6264284 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -6267318.000000 Penalty: 5362.395996
	Iteration 2F: 3 clusters Score -6267318 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6271451.500000 Penalty: 5362.395996
	Iteration 3F: 3 clusters Score -6271452 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -6276103.500000 Penalty: 5362.395996
	Iteration 4F: 3 clusters Score -6276104 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -6280282.000000 Penalty: 5362.395996
	Iteration 5F: 3 clusters Score -6280282 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -6282736.500000 Penalty: 5362.395996
	Iteration 6F: 3 clusters Score -6282736 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -6284089.000000 Penalty: 5362.395996
	Iteration 7Q: 3 clusters Score -6284089 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -6284991.000000 Penalty: 5362.395996
	Iteration 8Q: 3 clusters Score -6284991 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -6285748.000000 Penalty: 5362.395996
	Iteration 9Q: 3 clusters Score -6285748 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6286398.000000 Penalty: 5362.395996
	Iteration 10Q: 3 clusters Score -6286398 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6287062.000000 Penalty: 5362.395996
	Iteration 11Q: 3 clusters Score -6287062 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6287383.000000 Penalty: 5362.395996
	Iteration 12Q: 3 clusters Score -6287383 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6287549.000000 Penalty: 5362.395996
	Iteration 13Q: 3 clusters Score -6287549 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -6287649.000000 Penalty: 5362.395996
	Iteration 14Q: 3 clusters Score -6287649 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6287679.000000 Penalty: 5362.395996
	Iteration 15Q: 3 clusters Score -6287679 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -6287711.000000 Penalty: 5362.395996
	Iteration 16Q: 3 clusters Score -6287711 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6287755.500000 Penalty: 5362.395996
	Iteration 17Q: 3 clusters Score -6287756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6287766.000000 Penalty: 5362.395996
	Iteration 18Q: 3 clusters Score -6287766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6287806.000000 Penalty: 5362.395996
	Iteration 19Q: 3 clusters Score -6287806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6287823.000000 Penalty: 5362.395996
	Iteration 20F: 3 clusters Score -6287823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6287827.000000 Penalty: 5362.395996
	Iteration 21Q: 3 clusters Score -6287827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6287814.000000 Penalty: 5362.395996
	Iteration 22Q: 3 clusters Score -6287814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6287801.000000 Penalty: 5362.395996
	Iteration 23Q: 3 clusters Score -6287801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6287807.500000 Penalty: 5362.395996
	Iteration 24Q: 3 clusters Score -6287808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6287825.000000 Penalty: 5362.395996
	Iteration 25Q: 3 clusters Score -6287825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6287818.500000 Penalty: 5362.395996
	Iteration 26Q: 3 clusters Score -6287818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6287824.000000 Penalty: 5362.395996
	Iteration 27Q: 3 clusters Score -6287824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6287820.000000 Penalty: 5362.395996
	Iteration 28Q: 3 clusters Score -6287820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6287820.000000 Penalty: 5362.395996
	Iteration 29Q: 3 clusters Score -6287820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6287812.500000 Penalty: 5362.395996
	Iteration 30Q: 3 clusters Score -6287812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6287818.000000 Penalty: 5362.395996
	Iteration 31Q: 3 clusters Score -6287818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6287825.000000 Penalty: 5362.395996
	Iteration 32Q: 3 clusters Score -6287825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6287825.500000 Penalty: 5362.395996
	Iteration 33Q: 3 clusters Score -6287826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6287829.500000 Penalty: 5362.395996
	Iteration 34Q: 3 clusters Score -6287830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6287833.500000 Penalty: 5362.395996
	Iteration 35Q: 3 clusters Score -6287834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6287834.000000 Penalty: 5362.395996
	Iteration 36Q: 3 clusters Score -6287834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6287834.000000 Penalty: 5362.395996
	Iteration 37F: 3 clusters Score -6287834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 370983 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3212 members 
Entering Unmasked Estep 
Score: -104861440.000000 Penalty: 87955.343750
Splitting cluster 10 changes total score from -104846472.000000 to -104861440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (26923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Entering Unmasked Estep 
Score: -3099796.500000 Penalty: 2529.782471
	Iteration 0F: 2 clusters Score -3099796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3081360.000000 Penalty: 5059.564941
	Iteration 0F: 3 clusters Score -3081360 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3088723.500000 Penalty: 5059.564941
	Iteration 1F: 3 clusters Score -3088724 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3089738.500000 Penalty: 5059.564941
	Iteration 2F: 3 clusters Score -3089738 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3090723.500000 Penalty: 5059.564941
	Iteration 3F: 3 clusters Score -3090724 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3091716.000000 Penalty: 5059.564941
	Iteration 4F: 3 clusters Score -3091716 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3092476.750000 Penalty: 5059.564941
	Iteration 5F: 3 clusters Score -3092477 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3093164.000000 Penalty: 5059.564941
	Iteration 6Q: 3 clusters Score -3093164 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3093754.500000 Penalty: 5059.564941
	Iteration 7Q: 3 clusters Score -3093754 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3094319.500000 Penalty: 5059.564941
	Iteration 8Q: 3 clusters Score -3094320 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3094851.000000 Penalty: 5059.564941
	Iteration 9Q: 3 clusters Score -3094851 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3095312.500000 Penalty: 5059.564941
	Iteration 10Q: 3 clusters Score -3095312 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3095728.500000 Penalty: 5059.564941
	Iteration 11Q: 3 clusters Score -3095728 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3096053.000000 Penalty: 5059.564941
	Iteration 12Q: 3 clusters Score -3096053 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3096291.500000 Penalty: 5059.564941
	Iteration 13Q: 3 clusters Score -3096292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3096459.250000 Penalty: 5059.564941
	Iteration 14Q: 3 clusters Score -3096459 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3096583.000000 Penalty: 5059.564941
	Iteration 15Q: 3 clusters Score -3096583 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3096686.250000 Penalty: 5059.564941
	Iteration 16Q: 3 clusters Score -3096686 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3096746.750000 Penalty: 5059.564941
	Iteration 17Q: 3 clusters Score -3096747 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3096799.500000 Penalty: 5059.564941
	Iteration 18Q: 3 clusters Score -3096800 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3096846.750000 Penalty: 5059.564941
	Iteration 19Q: 3 clusters Score -3096847 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3096890.500000 Penalty: 5059.564941
	Iteration 20F: 3 clusters Score -3096890 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3096930.750000 Penalty: 5059.564941
	Iteration 21Q: 3 clusters Score -3096931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3096941.500000 Penalty: 5059.564941
	Iteration 22Q: 3 clusters Score -3096942 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3096962.000000 Penalty: 5059.564941
	Iteration 23Q: 3 clusters Score -3096962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3096983.750000 Penalty: 5059.564941
	Iteration 24Q: 3 clusters Score -3096984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3096991.250000 Penalty: 5059.564941
	Iteration 25Q: 3 clusters Score -3096991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3097005.500000 Penalty: 5059.564941
	Iteration 26Q: 3 clusters Score -3097006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3097031.000000 Penalty: 5059.564941
	Iteration 27Q: 3 clusters Score -3097031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3097043.000000 Penalty: 5059.564941
	Iteration 28Q: 3 clusters Score -3097043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3097054.500000 Penalty: 5059.564941
	Iteration 29Q: 3 clusters Score -3097054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3097096.500000 Penalty: 5059.564941
	Iteration 30Q: 3 clusters Score -3097096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3097104.250000 Penalty: 5059.564941
	Iteration 31Q: 3 clusters Score -3097104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3097130.750000 Penalty: 5059.564941
	Iteration 32Q: 3 clusters Score -3097131 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3097159.750000 Penalty: 5059.564941
	Iteration 33Q: 3 clusters Score -3097160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3097188.500000 Penalty: 5059.564941
	Iteration 34Q: 3 clusters Score -3097188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3097217.750000 Penalty: 5059.564941
	Iteration 35Q: 3 clusters Score -3097218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3097263.000000 Penalty: 5059.564941
	Iteration 36Q: 3 clusters Score -3097263 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3097292.250000 Penalty: 5059.564941
	Iteration 37Q: 3 clusters Score -3097292 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3097342.750000 Penalty: 5059.564941
	Iteration 38Q: 3 clusters Score -3097343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3097379.250000 Penalty: 5059.564941
	Iteration 39Q: 3 clusters Score -3097379 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3097415.750000 Penalty: 5059.564941
	Iteration 40F: 3 clusters Score -3097416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3097449.000000 Penalty: 5059.564941
	Iteration 41Q: 3 clusters Score -3097449 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3097492.500000 Penalty: 5059.564941
	Iteration 42Q: 3 clusters Score -3097492 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3097526.500000 Penalty: 5059.564941
	Iteration 43Q: 3 clusters Score -3097526 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3097594.750000 Penalty: 5059.564941
	Iteration 44Q: 3 clusters Score -3097595 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3097628.250000 Penalty: 5059.564941
	Iteration 45Q: 3 clusters Score -3097628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3097662.000000 Penalty: 5059.564941
	Iteration 46Q: 3 clusters Score -3097662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3097711.750000 Penalty: 5059.564941
	Iteration 47Q: 3 clusters Score -3097712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3097754.500000 Penalty: 5059.564941
	Iteration 48Q: 3 clusters Score -3097754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3097795.250000 Penalty: 5059.564941
	Iteration 49Q: 3 clusters Score -3097795 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3097843.500000 Penalty: 5059.564941
	Iteration 50Q: 3 clusters Score -3097844 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3097880.250000 Penalty: 5059.564941
	Iteration 51Q: 3 clusters Score -3097880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3097925.000000 Penalty: 5059.564941
	Iteration 52Q: 3 clusters Score -3097925 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3097965.250000 Penalty: 5059.564941
	Iteration 53Q: 3 clusters Score -3097965 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3097997.250000 Penalty: 5059.564941
	Iteration 54Q: 3 clusters Score -3097997 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3098060.250000 Penalty: 5059.564941
	Iteration 55Q: 3 clusters Score -3098060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3098101.750000 Penalty: 5059.564941
	Iteration 56Q: 3 clusters Score -3098102 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3098163.750000 Penalty: 5059.564941
	Iteration 57Q: 3 clusters Score -3098164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3098219.500000 Penalty: 5059.564941
	Iteration 58Q: 3 clusters Score -3098220 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3098282.750000 Penalty: 5059.564941
	Iteration 59Q: 3 clusters Score -3098283 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3098340.250000 Penalty: 5059.564941
	Iteration 60F: 3 clusters Score -3098340 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3098415.500000 Penalty: 5059.564941
	Iteration 61Q: 3 clusters Score -3098416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3098480.000000 Penalty: 5059.564941
	Iteration 62Q: 3 clusters Score -3098480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3098540.250000 Penalty: 5059.564941
	Iteration 63Q: 3 clusters Score -3098540 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3098583.000000 Penalty: 5059.564941
	Iteration 64Q: 3 clusters Score -3098583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3098624.250000 Penalty: 5059.564941
	Iteration 65Q: 3 clusters Score -3098624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3098663.250000 Penalty: 5059.564941
	Iteration 66Q: 3 clusters Score -3098663 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3098685.500000 Penalty: 5059.564941
	Iteration 67Q: 3 clusters Score -3098686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3098735 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3098778 nChanged 103
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Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3098796 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3098822 nChanged 96
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Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3098838 nChanged 94
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Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3098859 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3098967 nChanged 75
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Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3098968 nChanged 59
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Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3098970 nChanged 54
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Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3099026 nChanged 34
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Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3099028 nChanged 42
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Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3099040 nChanged 40
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Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3099043 nChanged 47
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Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 6483 members 
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Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 6384 members 
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Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 6335 members 
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Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 6290 members 
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	Iteration 99Q: 3 clusters Score -3099112 nChanged 54
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Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3099122 nChanged 46
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Mstep: Class 1 contains 20729 members 
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	Iteration 101Q: 3 clusters Score -3099136 nChanged 38
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Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3099131 nChanged 40
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Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 6120 members 
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	Iteration 103Q: 3 clusters Score -3099139 nChanged 32
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Mstep: Class 1 contains 20835 members 
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	Iteration 104Q: 3 clusters Score -3099145 nChanged 49
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Mstep: Class 1 contains 20884 members 
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	Iteration 105Q: 3 clusters Score -3099156 nChanged 40
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Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3099158 nChanged 36
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Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3099158 nChanged 49
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Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3099161 nChanged 45
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Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3099167 nChanged 42
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Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3099176 nChanged 48
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Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3099176 nChanged 33
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Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3099189 nChanged 40
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Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3099194 nChanged 27
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Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 5695 members 
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	Iteration 114Q: 3 clusters Score -3099202 nChanged 24
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Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3099220 nChanged 39
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Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5632 members 
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	Iteration 116Q: 3 clusters Score -3099230 nChanged 40
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Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3099237 nChanged 43
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Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 5549 members 
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	Iteration 118Q: 3 clusters Score -3099237 nChanged 54
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Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3099234 nChanged 50
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Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3099254.750000 Penalty: 5059.564941
	Iteration 120F: 3 clusters Score -3099255 nChanged 47
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Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3099266 nChanged 54
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Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 5346 members 
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	Iteration 122Q: 3 clusters Score -3099275 nChanged 68
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Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 5280 members 
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	Iteration 123Q: 3 clusters Score -3099294 nChanged 79
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Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3099320 nChanged 72
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Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3099336 nChanged 69
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Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3099350 nChanged 76
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Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3099373 nChanged 83
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Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3099395 nChanged 81
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Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3099416 nChanged 84
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Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 4748 members 
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	Iteration 130Q: 3 clusters Score -3099425 nChanged 82
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Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3099457 nChanged 93
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Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 4575 members 
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	Iteration 132Q: 3 clusters Score -3099467 nChanged 89
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Mstep: Class 1 contains 22437 members 
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Entering Unmasked Estep 
Score: -3099493.250000 Penalty: 5059.564941
	Iteration 133Q: 3 clusters Score -3099493 nChanged 94
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Mstep: Class 1 contains 22531 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3099530 nChanged 86
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Mstep: Class 1 contains 22615 members 
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Entering Unmasked Estep 
Score: -3099552.250000 Penalty: 5059.564941
	Iteration 135Q: 3 clusters Score -3099552 nChanged 84
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Mstep: Class 1 contains 22699 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3099576 nChanged 74
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Mstep: Class 1 contains 22769 members 
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Entering Unmasked Estep 
Score: -3099593.250000 Penalty: 5059.564941
	Iteration 137Q: 3 clusters Score -3099593 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22827 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3099605 nChanged 45
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Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3099618.000000 Penalty: 5059.564941
	Iteration 139Q: 3 clusters Score -3099618 nChanged 49
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Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3099626.000000 Penalty: 5059.564941
	Iteration 140F: 3 clusters Score -3099626 nChanged 46
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Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3099634.250000 Penalty: 5059.564941
	Iteration 141Q: 3 clusters Score -3099634 nChanged 44
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Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3099648.000000 Penalty: 5059.564941
	Iteration 142Q: 3 clusters Score -3099648 nChanged 38
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Mstep: Class 1 contains 23049 members 
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Entering Unmasked Estep 
Score: -3099653.750000 Penalty: 5059.564941
	Iteration 143Q: 3 clusters Score -3099654 nChanged 46
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Mstep: Class 1 contains 23095 members 
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Score: -3099662.000000 Penalty: 5059.564941
	Iteration 144Q: 3 clusters Score -3099662 nChanged 40
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Mstep: Class 1 contains 23135 members 
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Score: -3099676.250000 Penalty: 5059.564941
	Iteration 145Q: 3 clusters Score -3099676 nChanged 37
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Mstep: Class 1 contains 23172 members 
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	Iteration 146Q: 3 clusters Score -3099677 nChanged 31
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Mstep: Class 1 contains 23203 members 
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	Iteration 147Q: 3 clusters Score -3099686 nChanged 35
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Mstep: Class 1 contains 23238 members 
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	Iteration 148Q: 3 clusters Score -3099688 nChanged 34
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Mstep: Class 1 contains 23272 members 
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Entering Unmasked Estep 
Score: -3099701.500000 Penalty: 5059.564941
	Iteration 149Q: 3 clusters Score -3099702 nChanged 30
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Mstep: Class 1 contains 23302 members 
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Score: -3099706.500000 Penalty: 5059.564941
	Iteration 150Q: 3 clusters Score -3099706 nChanged 22
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Mstep: Class 1 contains 23324 members 
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Entering Unmasked Estep 
Score: -3099703.250000 Penalty: 5059.564941
	Iteration 151Q: 3 clusters Score -3099703 nChanged 20
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Mstep: Class 1 contains 23344 members 
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Entering Unmasked Estep 
Score: -3099713.250000 Penalty: 5059.564941
	Iteration 152Q: 3 clusters Score -3099713 nChanged 29
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Mstep: Class 1 contains 23373 members 
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Score: -3099725.500000 Penalty: 5059.564941
	Iteration 153Q: 3 clusters Score -3099726 nChanged 25
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Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3099728.750000 Penalty: 5059.564941
	Iteration 154Q: 3 clusters Score -3099729 nChanged 19
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Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3099728 nChanged 21
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Mstep: Class 1 contains 23438 members 
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Entering Unmasked Estep 
Score: -3099730.500000 Penalty: 5059.564941
	Iteration 156Q: 3 clusters Score -3099730 nChanged 20
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Mstep: Class 1 contains 23458 members 
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Entering Unmasked Estep 
Score: -3099735.250000 Penalty: 5059.564941
	Iteration 157Q: 3 clusters Score -3099735 nChanged 17
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Mstep: Class 1 contains 23473 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3099738 nChanged 12
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Mstep: Class 1 contains 23483 members 
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Score: -3099745.000000 Penalty: 5059.564941
	Iteration 159Q: 3 clusters Score -3099745 nChanged 8
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Mstep: Class 1 contains 23489 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3099746 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3099743.000000 Penalty: 5059.564941
	Iteration 161Q: 3 clusters Score -3099743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3099742.750000 Penalty: 5059.564941
	Iteration 162Q: 3 clusters Score -3099743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3099743.000000 Penalty: 5059.564941
	Iteration 163Q: 3 clusters Score -3099743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3099744.250000 Penalty: 5059.564941
	Iteration 164Q: 3 clusters Score -3099744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3099744.250000 Penalty: 5059.564941
	Iteration 165F: 3 clusters Score -3099744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (370983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370983 members 
Entering Unmasked Estep 
Score: -48019016.000000 Penalty: 3180.330078
	Iteration 0F: 2 clusters Score -4.801902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185700 members 
Mstep: Class 2 contains 185283 members 
Entering Unmasked Estep 
Score: -47821100.000000 Penalty: 6360.660156
	Iteration 0F: 3 clusters Score -4.78211e+07 nChanged 180313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -47929512.000000 Penalty: 6360.660156
	Iteration 1F: 3 clusters Score -4.792951e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193145 members 
Mstep: Class 2 contains 177838 members 
Entering Unmasked Estep 
Score: -47932368.000000 Penalty: 6360.660156
	Iteration 2Q: 3 clusters Score -4.793237e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197005 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -47936360.000000 Penalty: 6360.660156
	Iteration 3Q: 3 clusters Score -4.793636e+07 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202170 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -47942888.000000 Penalty: 6360.660156
	Iteration 4Q: 3 clusters Score -4.794289e+07 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208103 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -47951296.000000 Penalty: 6360.660156
	Iteration 5F: 3 clusters Score -4.79513e+07 nChanged 22559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -47962516.000000 Penalty: 6360.660156
	Iteration 6F: 3 clusters Score -4.796252e+07 nChanged 24311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215427 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -47977348.000000 Penalty: 6360.660156
	Iteration 7F: 3 clusters Score -4.797735e+07 nChanged 24216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214051 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -47991976.000000 Penalty: 6360.660156
	Iteration 8F: 3 clusters Score -4.799198e+07 nChanged 20458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209957 members 
Mstep: Class 2 contains 161026 members 
Entering Unmasked Estep 
Score: -48001676.000000 Penalty: 6360.660156
	Iteration 9F: 3 clusters Score -4.800168e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205272 members 
Mstep: Class 2 contains 165711 members 
Entering Unmasked Estep 
Score: -48005296.000000 Penalty: 6360.660156
	Iteration 10Q: 3 clusters Score -4.80053e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -48006576.000000 Penalty: 6360.660156
	Iteration 11Q: 3 clusters Score -4.800658e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196665 members 
Mstep: Class 2 contains 174318 members 
Entering Unmasked Estep 
Score: -48007324.000000 Penalty: 6360.660156
	Iteration 12Q: 3 clusters Score -4.800732e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -48008072.000000 Penalty: 6360.660156
	Iteration 13Q: 3 clusters Score -4.800807e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187373 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -48008884.000000 Penalty: 6360.660156
	Iteration 14Q: 3 clusters Score -4.800888e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182268 members 
Mstep: Class 2 contains 188715 members 
Entering Unmasked Estep 
Score: -48009680.000000 Penalty: 6360.660156
	Iteration 15Q: 3 clusters Score -4.800968e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 194035 members 
Entering Unmasked Estep 
Score: -48010292.000000 Penalty: 6360.660156
	Iteration 16Q: 3 clusters Score -4.801029e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 199705 members 
Entering Unmasked Estep 
Score: -48010992.000000 Penalty: 6360.660156
	Iteration 17Q: 3 clusters Score -4.801099e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 205892 members 
Entering Unmasked Estep 
Score: -48012312.000000 Penalty: 6360.660156
	Iteration 18Q: 3 clusters Score -4.801231e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 212537 members 
Entering Unmasked Estep 
Score: -48012980.000000 Penalty: 6360.660156
	Iteration 19Q: 3 clusters Score -4.801298e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 219832 members 
Entering Unmasked Estep 
Score: -48014444.000000 Penalty: 6360.660156
	Iteration 20F: 3 clusters Score -4.801444e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 227463 members 
Entering Unmasked Estep 
Score: -48016020.000000 Penalty: 6360.660156
	Iteration 21Q: 3 clusters Score -4.801602e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135665 members 
Mstep: Class 2 contains 235318 members 
Entering Unmasked Estep 
Score: -48017620.000000 Penalty: 6360.660156
	Iteration 22Q: 3 clusters Score -4.801762e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 242887 members 
Entering Unmasked Estep 
Score: -48019136.000000 Penalty: 6360.660156
	Iteration 23Q: 3 clusters Score -4.801914e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 250147 members 
Entering Unmasked Estep 
Score: -48020492.000000 Penalty: 6360.660156
	Iteration 24Q: 3 clusters Score -4.802049e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 256807 members 
Entering Unmasked Estep 
Score: -48021852.000000 Penalty: 6360.660156
	Iteration 25Q: 3 clusters Score -4.802185e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 262716 members 
Entering Unmasked Estep 
Score: -48022784.000000 Penalty: 6360.660156
	Iteration 26Q: 3 clusters Score -4.802278e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 268055 members 
Entering Unmasked Estep 
Score: -48023432.000000 Penalty: 6360.660156
	Iteration 27Q: 3 clusters Score -4.802343e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 272942 members 
Entering Unmasked Estep 
Score: -48024100.000000 Penalty: 6360.660156
	Iteration 28Q: 3 clusters Score -4.80241e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 277481 members 
Entering Unmasked Estep 
Score: -48024640.000000 Penalty: 6360.660156
	Iteration 29Q: 3 clusters Score -4.802464e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 281602 members 
Entering Unmasked Estep 
Score: -48025460.000000 Penalty: 6360.660156
	Iteration 30Q: 3 clusters Score -4.802546e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 285496 members 
Entering Unmasked Estep 
Score: -48026044.000000 Penalty: 6360.660156
	Iteration 31Q: 3 clusters Score -4.802604e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 289025 members 
Entering Unmasked Estep 
Score: -48026484.000000 Penalty: 6360.660156
	Iteration 32Q: 3 clusters Score -4.802648e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 292348 members 
Entering Unmasked Estep 
Score: -48027116.000000 Penalty: 6360.660156
	Iteration 33Q: 3 clusters Score -4.802712e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 295495 members 
Entering Unmasked Estep 
Score: -48027580.000000 Penalty: 6360.660156
	Iteration 34Q: 3 clusters Score -4.802758e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 298514 members 
Entering Unmasked Estep 
Score: -48028196.000000 Penalty: 6360.660156
	Iteration 35Q: 3 clusters Score -4.80282e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 301582 members 
Entering Unmasked Estep 
Score: -48028496.000000 Penalty: 6360.660156
	Iteration 36Q: 3 clusters Score -4.80285e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 304589 members 
Entering Unmasked Estep 
Score: -48029244.000000 Penalty: 6360.660156
	Iteration 37Q: 3 clusters Score -4.802924e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 307487 members 
Entering Unmasked Estep 
Score: -48030164.000000 Penalty: 6360.660156
	Iteration 38Q: 3 clusters Score -4.803016e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 310232 members 
Entering Unmasked Estep 
Score: -48030744.000000 Penalty: 6360.660156
	Iteration 39Q: 3 clusters Score -4.803074e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 312951 members 
Entering Unmasked Estep 
Score: -48031444.000000 Penalty: 6360.660156
	Iteration 40F: 3 clusters Score -4.803144e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 315806 members 
Entering Unmasked Estep 
Score: -48031760.000000 Penalty: 6360.660156
	Iteration 41Q: 3 clusters Score -4.803176e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 318539 members 
Entering Unmasked Estep 
Score: -48032656.000000 Penalty: 6360.660156
	Iteration 42Q: 3 clusters Score -4.803266e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 321228 members 
Entering Unmasked Estep 
Score: -48033256.000000 Penalty: 6360.660156
	Iteration 43Q: 3 clusters Score -4.803326e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 323790 members 
Entering Unmasked Estep 
Score: -48033728.000000 Penalty: 6360.660156
	Iteration 44Q: 3 clusters Score -4.803373e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 326306 members 
Entering Unmasked Estep 
Score: -48034084.000000 Penalty: 6360.660156
	Iteration 45Q: 3 clusters Score -4.803408e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 328758 members 
Entering Unmasked Estep 
Score: -48034624.000000 Penalty: 6360.660156
	Iteration 46Q: 3 clusters Score -4.803462e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 331117 members 
Entering Unmasked Estep 
Score: -48035776.000000 Penalty: 6360.660156
	Iteration 47Q: 3 clusters Score -4.803578e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 333377 members 
Entering Unmasked Estep 
Score: -48036980.000000 Penalty: 6360.660156
	Iteration 48Q: 3 clusters Score -4.803698e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 335594 members 
Entering Unmasked Estep 
Score: -48037516.000000 Penalty: 6360.660156
	Iteration 49Q: 3 clusters Score -4.803752e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 337617 members 
Entering Unmasked Estep 
Score: -48038028.000000 Penalty: 6360.660156
	Iteration 50Q: 3 clusters Score -4.803803e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 339497 members 
Entering Unmasked Estep 
Score: -48038328.000000 Penalty: 6360.660156
	Iteration 51Q: 3 clusters Score -4.803833e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 341222 members 
Entering Unmasked Estep 
Score: -48038820.000000 Penalty: 6360.660156
	Iteration 52Q: 3 clusters Score -4.803882e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 342772 members 
Entering Unmasked Estep 
Score: -48039144.000000 Penalty: 6360.660156
	Iteration 53Q: 3 clusters Score -4.803914e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 344228 members 
Entering Unmasked Estep 
Score: -48039552.000000 Penalty: 6360.660156
	Iteration 54Q: 3 clusters Score -4.803955e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 345605 members 
Entering Unmasked Estep 
Score: -48040040.000000 Penalty: 6360.660156
	Iteration 55Q: 3 clusters Score -4.804004e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 346862 members 
Entering Unmasked Estep 
Score: -48040600.000000 Penalty: 6360.660156
	Iteration 56Q: 3 clusters Score -4.80406e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 348011 members 
Entering Unmasked Estep 
Score: -48041192.000000 Penalty: 6360.660156
	Iteration 57Q: 3 clusters Score -4.804119e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 349007 members 
Entering Unmasked Estep 
Score: -48041108.000000 Penalty: 6360.660156
	Iteration 58Q: 3 clusters Score -4.804111e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 349905 members 
Entering Unmasked Estep 
Score: -48041416.000000 Penalty: 6360.660156
	Iteration 59Q: 3 clusters Score -4.804142e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 350717 members 
Entering Unmasked Estep 
Score: -48041400.000000 Penalty: 6360.660156
	Iteration 60F: 3 clusters Score -4.80414e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 351464 members 
Entering Unmasked Estep 
Score: -48041244.000000 Penalty: 6360.660156
	Iteration 61Q: 3 clusters Score -4.804124e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 352123 members 
Entering Unmasked Estep 
Score: -48041236.000000 Penalty: 6360.660156
	Iteration 62Q: 3 clusters Score -4.804124e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 352706 members 
Entering Unmasked Estep 
Score: -48041156.000000 Penalty: 6360.660156
	Iteration 63Q: 3 clusters Score -4.804116e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 353232 members 
Entering Unmasked Estep 
Score: -48041036.000000 Penalty: 6360.660156
	Iteration 64Q: 3 clusters Score -4.804104e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 353650 members 
Entering Unmasked Estep 
Score: -48041144.000000 Penalty: 6360.660156
	Iteration 65Q: 3 clusters Score -4.804114e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 354025 members 
Entering Unmasked Estep 
Score: -48041332.000000 Penalty: 6360.660156
	Iteration 66Q: 3 clusters Score -4.804133e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 354363 members 
Entering Unmasked Estep 
Score: -48041372.000000 Penalty: 6360.660156
	Iteration 67Q: 3 clusters Score -4.804137e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 354654 members 
Entering Unmasked Estep 
Score: -48041444.000000 Penalty: 6360.660156
	Iteration 68Q: 3 clusters Score -4.804144e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 354908 members 
Entering Unmasked Estep 
Score: -48041476.000000 Penalty: 6360.660156
	Iteration 69Q: 3 clusters Score -4.804148e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 355130 members 
Entering Unmasked Estep 
Score: -48041696.000000 Penalty: 6360.660156
	Iteration 70Q: 3 clusters Score -4.80417e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 355277 members 
Entering Unmasked Estep 
Score: -48041672.000000 Penalty: 6360.660156
	Iteration 71Q: 3 clusters Score -4.804167e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 355371 members 
Entering Unmasked Estep 
Score: -48041752.000000 Penalty: 6360.660156
	Iteration 72Q: 3 clusters Score -4.804175e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 355457 members 
Entering Unmasked Estep 
Score: -48041716.000000 Penalty: 6360.660156
	Iteration 73Q: 3 clusters Score -4.804172e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 355491 members 
Entering Unmasked Estep 
Score: -48041736.000000 Penalty: 6360.660156
	Iteration 74Q: 3 clusters Score -4.804174e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 355516 members 
Entering Unmasked Estep 
Score: -48041684.000000 Penalty: 6360.660156
	Iteration 75Q: 3 clusters Score -4.804168e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 355532 members 
Entering Unmasked Estep 
Score: -48041684.000000 Penalty: 6360.660156
	Iteration 76Q: 3 clusters Score -4.804168e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 355555 members 
Entering Unmasked Estep 
Score: -48041680.000000 Penalty: 6360.660156
	Iteration 77Q: 3 clusters Score -4.804168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 355583 members 
Entering Unmasked Estep 
Score: -48041712.000000 Penalty: 6360.660156
	Iteration 78Q: 3 clusters Score -4.804171e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 355610 members 
Entering Unmasked Estep 
Score: -48041728.000000 Penalty: 6360.660156
	Iteration 79Q: 3 clusters Score -4.804173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 355621 members 
Entering Unmasked Estep 
Score: -48041756.000000 Penalty: 6360.660156
	Iteration 80F: 3 clusters Score -4.804176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 355626 members 
Entering Unmasked Estep 
Score: -48041780.000000 Penalty: 6360.660156
	Iteration 81Q: 3 clusters Score -4.804178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 355641 members 
Entering Unmasked Estep 
Score: -48041764.000000 Penalty: 6360.660156
	Iteration 82Q: 3 clusters Score -4.804176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 355653 members 
Entering Unmasked Estep 
Score: -48041772.000000 Penalty: 6360.660156
	Iteration 83Q: 3 clusters Score -4.804177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 355661 members 
Entering Unmasked Estep 
Score: -48041800.000000 Penalty: 6360.660156
	Iteration 84Q: 3 clusters Score -4.80418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 355676 members 
Entering Unmasked Estep 
Score: -48041768.000000 Penalty: 6360.660156
	Iteration 85Q: 3 clusters Score -4.804177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 355687 members 
Entering Unmasked Estep 
Score: -48041748.000000 Penalty: 6360.660156
	Iteration 86Q: 3 clusters Score -4.804175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 355695 members 
Entering Unmasked Estep 
Score: -48041732.000000 Penalty: 6360.660156
	Iteration 87Q: 3 clusters Score -4.804173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 355700 members 
Entering Unmasked Estep 
Score: -48041752.000000 Penalty: 6360.660156
	Iteration 88Q: 3 clusters Score -4.804175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 355706 members 
Entering Unmasked Estep 
Score: -48041748.000000 Penalty: 6360.660156
	Iteration 89Q: 3 clusters Score -4.804175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 355710 members 
Entering Unmasked Estep 
Score: -48041772.000000 Penalty: 6360.660156
	Iteration 90Q: 3 clusters Score -4.804177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 355713 members 
Entering Unmasked Estep 
Score: -48041784.000000 Penalty: 6360.660156
	Iteration 91Q: 3 clusters Score -4.804178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 355712 members 
Entering Unmasked Estep 
Score: -48041780.000000 Penalty: 6360.660156
	Iteration 92Q: 3 clusters Score -4.804178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 355712 members 
Entering Unmasked Estep 
Score: -48041780.000000 Penalty: 6360.660156
	Iteration 93F: 3 clusters Score -4.804178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3212 members 
Mstep: Class 27 contains 355712 members 
Entering Unmasked Estep 
Score: -104884976.000000 Penalty: 91338.234375
Splitting cluster 12 changes total score from -104846472.000000 to -104884976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (12131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Entering Unmasked Estep 
Score: -1538429.875000 Penalty: 2332.072754
	Iteration 0F: 2 clusters Score -1538430 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 6110 members 
Entering Unmasked Estep 
Score: -1529488.750000 Penalty: 4664.145508
	Iteration 0F: 3 clusters Score -1529489 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1532243.875000 Penalty: 4664.145508
	Iteration 1F: 3 clusters Score -1532244 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1532625.750000 Penalty: 4664.145508
	Iteration 2F: 3 clusters Score -1532626 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1532915.375000 Penalty: 4664.145508
	Iteration 3F: 3 clusters Score -1532915 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1533132.125000 Penalty: 4664.145508
	Iteration 4Q: 3 clusters Score -1533132 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1533323.500000 Penalty: 4664.145508
	Iteration 5Q: 3 clusters Score -1533324 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1533483.750000 Penalty: 4664.145508
	Iteration 6Q: 3 clusters Score -1533484 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1533684.875000 Penalty: 4664.145508
	Iteration 7Q: 3 clusters Score -1533685 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1533969.625000 Penalty: 4664.145508
	Iteration 8Q: 3 clusters Score -1533970 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1534391.750000 Penalty: 4664.145508
	Iteration 9Q: 3 clusters Score -1534392 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1534836.125000 Penalty: 4664.145508
	Iteration 10Q: 3 clusters Score -1534836 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1535181.250000 Penalty: 4664.145508
	Iteration 11Q: 3 clusters Score -1535181 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1535427.375000 Penalty: 4664.145508
	Iteration 12Q: 3 clusters Score -1535427 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1535591.375000 Penalty: 4664.145508
	Iteration 13Q: 3 clusters Score -1535591 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1535715.000000 Penalty: 4664.145508
	Iteration 14Q: 3 clusters Score -1535715 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1535825.750000 Penalty: 4664.145508
	Iteration 15Q: 3 clusters Score -1535826 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1535929.125000 Penalty: 4664.145508
	Iteration 16Q: 3 clusters Score -1535929 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1536019.250000 Penalty: 4664.145508
	Iteration 17Q: 3 clusters Score -1536019 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1536105.125000 Penalty: 4664.145508
	Iteration 18Q: 3 clusters Score -1536105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1536167.875000 Penalty: 4664.145508
	Iteration 19Q: 3 clusters Score -1536168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1536228.125000 Penalty: 4664.145508
	Iteration 20F: 3 clusters Score -1536228 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1536279.125000 Penalty: 4664.145508
	Iteration 21Q: 3 clusters Score -1536279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1536336.000000 Penalty: 4664.145508
	Iteration 22Q: 3 clusters Score -1536336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1536373.500000 Penalty: 4664.145508
	Iteration 23Q: 3 clusters Score -1536374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1536415.375000 Penalty: 4664.145508
	Iteration 24Q: 3 clusters Score -1536415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1536446.125000 Penalty: 4664.145508
	Iteration 25Q: 3 clusters Score -1536446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1536476.375000 Penalty: 4664.145508
	Iteration 26Q: 3 clusters Score -1536476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1536498.375000 Penalty: 4664.145508
	Iteration 27Q: 3 clusters Score -1536498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1536513.375000 Penalty: 4664.145508
	Iteration 28Q: 3 clusters Score -1536513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1536530.000000 Penalty: 4664.145508
	Iteration 29Q: 3 clusters Score -1536530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1536556.375000 Penalty: 4664.145508
	Iteration 30Q: 3 clusters Score -1536556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1536585.625000 Penalty: 4664.145508
	Iteration 31Q: 3 clusters Score -1536586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1536604.625000 Penalty: 4664.145508
	Iteration 32Q: 3 clusters Score -1536605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1536617.875000 Penalty: 4664.145508
	Iteration 33Q: 3 clusters Score -1536618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1536631.875000 Penalty: 4664.145508
	Iteration 34Q: 3 clusters Score -1536632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1536638.875000 Penalty: 4664.145508
	Iteration 35Q: 3 clusters Score -1536639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1536646.500000 Penalty: 4664.145508
	Iteration 36Q: 3 clusters Score -1536646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1536647.375000 Penalty: 4664.145508
	Iteration 37Q: 3 clusters Score -1536647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1536653.625000 Penalty: 4664.145508
	Iteration 38Q: 3 clusters Score -1536654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1536657.000000 Penalty: 4664.145508
	Iteration 39Q: 3 clusters Score -1536657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1536659.875000 Penalty: 4664.145508
	Iteration 40F: 3 clusters Score -1536660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1536664.375000 Penalty: 4664.145508
	Iteration 41Q: 3 clusters Score -1536664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1536667.375000 Penalty: 4664.145508
	Iteration 42Q: 3 clusters Score -1536667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1536669.750000 Penalty: 4664.145508
	Iteration 43Q: 3 clusters Score -1536670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1536668.750000 Penalty: 4664.145508
	Iteration 44Q: 3 clusters Score -1536669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1536672.250000 Penalty: 4664.145508
	Iteration 45Q: 3 clusters Score -1536672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1536676.750000 Penalty: 4664.145508
	Iteration 46Q: 3 clusters Score -1536677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1536675.000000 Penalty: 4664.145508
	Iteration 47Q: 3 clusters Score -1536675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1536678.750000 Penalty: 4664.145508
	Iteration 48Q: 3 clusters Score -1536679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1536684.250000 Penalty: 4664.145508
	Iteration 49Q: 3 clusters Score -1536684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1536686.625000 Penalty: 4664.145508
	Iteration 50Q: 3 clusters Score -1536687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1536688.125000 Penalty: 4664.145508
	Iteration 51Q: 3 clusters Score -1536688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1536692.625000 Penalty: 4664.145508
	Iteration 52Q: 3 clusters Score -1536693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1536697.500000 Penalty: 4664.145508
	Iteration 53Q: 3 clusters Score -1536698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1536696.250000 Penalty: 4664.145508
	Iteration 54Q: 3 clusters Score -1536696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1536701.250000 Penalty: 4664.145508
	Iteration 55Q: 3 clusters Score -1536701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1536706.125000 Penalty: 4664.145508
	Iteration 56Q: 3 clusters Score -1536706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1536711.500000 Penalty: 4664.145508
	Iteration 57Q: 3 clusters Score -1536712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1536714.625000 Penalty: 4664.145508
	Iteration 58Q: 3 clusters Score -1536715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1536717.625000 Penalty: 4664.145508
	Iteration 59Q: 3 clusters Score -1536718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1536721.750000 Penalty: 4664.145508
	Iteration 60F: 3 clusters Score -1536722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1536723.500000 Penalty: 4664.145508
	Iteration 61Q: 3 clusters Score -1536724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1536727.250000 Penalty: 4664.145508
	Iteration 62Q: 3 clusters Score -1536727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1536731.875000 Penalty: 4664.145508
	Iteration 63Q: 3 clusters Score -1536732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1536730.500000 Penalty: 4664.145508
	Iteration 64Q: 3 clusters Score -1536730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1536732.000000 Penalty: 4664.145508
	Iteration 65Q: 3 clusters Score -1536732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1536736.250000 Penalty: 4664.145508
	Iteration 66Q: 3 clusters Score -1536736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1536735.875000 Penalty: 4664.145508
	Iteration 67Q: 3 clusters Score -1536736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1536736.125000 Penalty: 4664.145508
	Iteration 68Q: 3 clusters Score -1536736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1536736.125000 Penalty: 4664.145508
	Iteration 69F: 3 clusters Score -1536736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -513758.312500 Penalty: 2087.727783
	Iteration 0F: 2 clusters Score -513758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -509560.968750 Penalty: 4175.455566
	Iteration 0F: 3 clusters Score -509561 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -510634.687500 Penalty: 4175.455566
	Iteration 1F: 3 clusters Score -510634.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -511050.250000 Penalty: 4175.455566
	Iteration 2F: 3 clusters Score -511050.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -511499.031250 Penalty: 4175.455566
	Iteration 3F: 3 clusters Score -511499 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -512005.843750 Penalty: 4175.455566
	Iteration 4F: 3 clusters Score -512005.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -512499.375000 Penalty: 4175.455566
	Iteration 5F: 3 clusters Score -512499.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -512929.375000 Penalty: 4175.455566
	Iteration 6F: 3 clusters Score -512929.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -513177.406250 Penalty: 4175.455566
	Iteration 7Q: 3 clusters Score -513177.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -513320.875000 Penalty: 4175.455566
	Iteration 8Q: 3 clusters Score -513320.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -513392.500000 Penalty: 4175.455566
	Iteration 9Q: 3 clusters Score -513392.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -513425.656250 Penalty: 4175.455566
	Iteration 10Q: 3 clusters Score -513425.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -513450.937500 Penalty: 4175.455566
	Iteration 11Q: 3 clusters Score -513450.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -513467.250000 Penalty: 4175.455566
	Iteration 12Q: 3 clusters Score -513467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -513476.437500 Penalty: 4175.455566
	Iteration 13Q: 3 clusters Score -513476.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -513483.500000 Penalty: 4175.455566
	Iteration 14Q: 3 clusters Score -513483.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -513488.187500 Penalty: 4175.455566
	Iteration 15Q: 3 clusters Score -513488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -513489.687500 Penalty: 4175.455566
	Iteration 16Q: 3 clusters Score -513489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -513489.875000 Penalty: 4175.455566
	Iteration 17Q: 3 clusters Score -513489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -513490.625000 Penalty: 4175.455566
	Iteration 18Q: 3 clusters Score -513490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -513491.000000 Penalty: 4175.455566
	Iteration 19Q: 3 clusters Score -513491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -513492.125000 Penalty: 4175.455566
	Iteration 20F: 3 clusters Score -513492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -513492.218750 Penalty: 4175.455566
	Iteration 21Q: 3 clusters Score -513492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -513492.531250 Penalty: 4175.455566
	Iteration 22Q: 3 clusters Score -513492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -513492.531250 Penalty: 4175.455566
	Iteration 23F: 3 clusters Score -513492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Entering Unmasked Estep 
Score: -3702345.750000 Penalty: 2564.456055
	Iteration 0F: 2 clusters Score -3702346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3681256.000000 Penalty: 5128.912109
	Iteration 0F: 3 clusters Score -3681256 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3688923.750000 Penalty: 5128.912109
	Iteration 1F: 3 clusters Score -3688924 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3689566.250000 Penalty: 5128.912109
	Iteration 2F: 3 clusters Score -3689566 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3690454.500000 Penalty: 5128.912109
	Iteration 3F: 3 clusters Score -3690454 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3691586.500000 Penalty: 5128.912109
	Iteration 4F: 3 clusters Score -3691586 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3693166.500000 Penalty: 5128.912109
	Iteration 5F: 3 clusters Score -3693166 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3694854.250000 Penalty: 5128.912109
	Iteration 6F: 3 clusters Score -3694854 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3696369.000000 Penalty: 5128.912109
	Iteration 7F: 3 clusters Score -3696369 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3697666.000000 Penalty: 5128.912109
	Iteration 8F: 3 clusters Score -3697666 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3698661.500000 Penalty: 5128.912109
	Iteration 9Q: 3 clusters Score -3698662 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3699320.000000 Penalty: 5128.912109
	Iteration 10Q: 3 clusters Score -3699320 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3699730.750000 Penalty: 5128.912109
	Iteration 11Q: 3 clusters Score -3699731 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3699920.500000 Penalty: 5128.912109
	Iteration 12Q: 3 clusters Score -3699920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3700059.750000 Penalty: 5128.912109
	Iteration 13Q: 3 clusters Score -3700060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3700176.500000 Penalty: 5128.912109
	Iteration 14Q: 3 clusters Score -3700176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3700253.250000 Penalty: 5128.912109
	Iteration 15Q: 3 clusters Score -3700253 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3700301.000000 Penalty: 5128.912109
	Iteration 16Q: 3 clusters Score -3700301 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3700371.250000 Penalty: 5128.912109
	Iteration 17Q: 3 clusters Score -3700371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3700416.500000 Penalty: 5128.912109
	Iteration 18Q: 3 clusters Score -3700416 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3700437.000000 Penalty: 5128.912109
	Iteration 19Q: 3 clusters Score -3700437 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3700469.250000 Penalty: 5128.912109
	Iteration 20F: 3 clusters Score -3700469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3700488.250000 Penalty: 5128.912109
	Iteration 21Q: 3 clusters Score -3700488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3700520.250000 Penalty: 5128.912109
	Iteration 22Q: 3 clusters Score -3700520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3700534.750000 Penalty: 5128.912109
	Iteration 23Q: 3 clusters Score -3700535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3700553.750000 Penalty: 5128.912109
	Iteration 24Q: 3 clusters Score -3700554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3700587.000000 Penalty: 5128.912109
	Iteration 25Q: 3 clusters Score -3700587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3700599.750000 Penalty: 5128.912109
	Iteration 26Q: 3 clusters Score -3700600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3700615.500000 Penalty: 5128.912109
	Iteration 27Q: 3 clusters Score -3700616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3700629.000000 Penalty: 5128.912109
	Iteration 28Q: 3 clusters Score -3700629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3700643.750000 Penalty: 5128.912109
	Iteration 29Q: 3 clusters Score -3700644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3700638.000000 Penalty: 5128.912109
	Iteration 30Q: 3 clusters Score -3700638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3700644.750000 Penalty: 5128.912109
	Iteration 31Q: 3 clusters Score -3700645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3700665.000000 Penalty: 5128.912109
	Iteration 32Q: 3 clusters Score -3700665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3700674.250000 Penalty: 5128.912109
	Iteration 33Q: 3 clusters Score -3700674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3700666.500000 Penalty: 5128.912109
	Iteration 34Q: 3 clusters Score -3700666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3700671.000000 Penalty: 5128.912109
	Iteration 35Q: 3 clusters Score -3700671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3700671.250000 Penalty: 5128.912109
	Iteration 36Q: 3 clusters Score -3700671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3700676.750000 Penalty: 5128.912109
	Iteration 37Q: 3 clusters Score -3700677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3700677.750000 Penalty: 5128.912109
	Iteration 38Q: 3 clusters Score -3700678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3700682.000000 Penalty: 5128.912109
	Iteration 39Q: 3 clusters Score -3700682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3700687.250000 Penalty: 5128.912109
	Iteration 40F: 3 clusters Score -3700687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3700698.000000 Penalty: 5128.912109
	Iteration 41Q: 3 clusters Score -3700698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3700709.750000 Penalty: 5128.912109
	Iteration 42Q: 3 clusters Score -3700710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3700717.750000 Penalty: 5128.912109
	Iteration 43Q: 3 clusters Score -3700718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3700723.500000 Penalty: 5128.912109
	Iteration 44Q: 3 clusters Score -3700724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3700723.750000 Penalty: 5128.912109
	Iteration 45Q: 3 clusters Score -3700724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3700729.250000 Penalty: 5128.912109
	Iteration 46Q: 3 clusters Score -3700729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3700738.000000 Penalty: 5128.912109
	Iteration 47Q: 3 clusters Score -3700738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3700746.500000 Penalty: 5128.912109
	Iteration 48Q: 3 clusters Score -3700746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3700744.750000 Penalty: 5128.912109
	Iteration 49Q: 3 clusters Score -3700745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3700757.500000 Penalty: 5128.912109
	Iteration 50Q: 3 clusters Score -3700758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3700758.250000 Penalty: 5128.912109
	Iteration 51Q: 3 clusters Score -3700758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3700756.250000 Penalty: 5128.912109
	Iteration 52Q: 3 clusters Score -3700756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3700773.000000 Penalty: 5128.912109
	Iteration 53Q: 3 clusters Score -3700773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3700771.000000 Penalty: 5128.912109
	Iteration 54Q: 3 clusters Score -3700771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3700778.500000 Penalty: 5128.912109
	Iteration 55Q: 3 clusters Score -3700778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3700780.750000 Penalty: 5128.912109
	Iteration 56Q: 3 clusters Score -3700781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3700784.000000 Penalty: 5128.912109
	Iteration 57Q: 3 clusters Score -3700784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3700793.000000 Penalty: 5128.912109
	Iteration 58Q: 3 clusters Score -3700793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3700800.000000 Penalty: 5128.912109
	Iteration 59Q: 3 clusters Score -3700800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3700805.250000 Penalty: 5128.912109
	Iteration 60F: 3 clusters Score -3700805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3700808.000000 Penalty: 5128.912109
	Iteration 61Q: 3 clusters Score -3700808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3700807.500000 Penalty: 5128.912109
	Iteration 62Q: 3 clusters Score -3700808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3700813.250000 Penalty: 5128.912109
	Iteration 63Q: 3 clusters Score -3700813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3700818.250000 Penalty: 5128.912109
	Iteration 64Q: 3 clusters Score -3700818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3700823.750000 Penalty: 5128.912109
	Iteration 65Q: 3 clusters Score -3700824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3700824.250000 Penalty: 5128.912109
	Iteration 66Q: 3 clusters Score -3700824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3700823.000000 Penalty: 5128.912109
	Iteration 67Q: 3 clusters Score -3700823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3700825.500000 Penalty: 5128.912109
	Iteration 68Q: 3 clusters Score -3700826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3700822.750000 Penalty: 5128.912109
	Iteration 69Q: 3 clusters Score -3700823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3700831.500000 Penalty: 5128.912109
	Iteration 70Q: 3 clusters Score -3700832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3700834.500000 Penalty: 5128.912109
	Iteration 71Q: 3 clusters Score -3700834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3700841.500000 Penalty: 5128.912109
	Iteration 72Q: 3 clusters Score -3700842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3700839.500000 Penalty: 5128.912109
	Iteration 73Q: 3 clusters Score -3700840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3700845.000000 Penalty: 5128.912109
	Iteration 74Q: 3 clusters Score -3700845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3700846.500000 Penalty: 5128.912109
	Iteration 75Q: 3 clusters Score -3700846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3700849.750000 Penalty: 5128.912109
	Iteration 76Q: 3 clusters Score -3700850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3700849.000000 Penalty: 5128.912109
	Iteration 77Q: 3 clusters Score -3700849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3700852.000000 Penalty: 5128.912109
	Iteration 78Q: 3 clusters Score -3700852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3700859.000000 Penalty: 5128.912109
	Iteration 79Q: 3 clusters Score -3700859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3700856.000000 Penalty: 5128.912109
	Iteration 80F: 3 clusters Score -3700856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3700855.000000 Penalty: 5128.912109
	Iteration 81Q: 3 clusters Score -3700855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3700855.000000 Penalty: 5128.912109
	Iteration 82F: 3 clusters Score -3700855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Entering Unmasked Estep 
Score: -7595722.000000 Penalty: 2719.903564
	Iteration 0F: 2 clusters Score -7595722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -7556798.000000 Penalty: 5439.807129
	Iteration 0F: 3 clusters Score -7556798 nChanged 26924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -7571722.000000 Penalty: 5439.807129
	Iteration 1F: 3 clusters Score -7571722 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -7572374.500000 Penalty: 5439.807129
	Iteration 2Q: 3 clusters Score -7572374 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -7573012.000000 Penalty: 5439.807129
	Iteration 3Q: 3 clusters Score -7573012 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7573723.000000 Penalty: 5439.807129
	Iteration 4Q: 3 clusters Score -7573723 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -7574451.000000 Penalty: 5439.807129
	Iteration 5Q: 3 clusters Score -7574451 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7575496.000000 Penalty: 5439.807129
	Iteration 6Q: 3 clusters Score -7575496 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -7576906.000000 Penalty: 5439.807129
	Iteration 7Q: 3 clusters Score -7576906 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -7578958.000000 Penalty: 5439.807129
	Iteration 8F: 3 clusters Score -7578958 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -7581775.000000 Penalty: 5439.807129
	Iteration 9F: 3 clusters Score -7581775 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7585087.000000 Penalty: 5439.807129
	Iteration 10F: 3 clusters Score -7585087 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -7588151.500000 Penalty: 5439.807129
	Iteration 11F: 3 clusters Score -7588152 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -7589886.000000 Penalty: 5439.807129
	Iteration 12Q: 3 clusters Score -7589886 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7590717.500000 Penalty: 5439.807129
	Iteration 13Q: 3 clusters Score -7590718 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -7591042.000000 Penalty: 5439.807129
	Iteration 14Q: 3 clusters Score -7591042 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7591171.500000 Penalty: 5439.807129
	Iteration 15Q: 3 clusters Score -7591172 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7591321.000000 Penalty: 5439.807129
	Iteration 16Q: 3 clusters Score -7591321 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7591413.500000 Penalty: 5439.807129
	Iteration 17Q: 3 clusters Score -7591414 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7591498.500000 Penalty: 5439.807129
	Iteration 18Q: 3 clusters Score -7591498 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7591532.000000 Penalty: 5439.807129
	Iteration 19Q: 3 clusters Score -7591532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7591570.500000 Penalty: 5439.807129
	Iteration 20F: 3 clusters Score -7591570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7591621.500000 Penalty: 5439.807129
	Iteration 21Q: 3 clusters Score -7591622 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7591616.000000 Penalty: 5439.807129
	Iteration 22Q: 3 clusters Score -7591616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7591620.500000 Penalty: 5439.807129
	Iteration 23Q: 3 clusters Score -7591620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7591641.000000 Penalty: 5439.807129
	Iteration 24Q: 3 clusters Score -7591641 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7591643.000000 Penalty: 5439.807129
	Iteration 25Q: 3 clusters Score -7591643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7591657.000000 Penalty: 5439.807129
	Iteration 26Q: 3 clusters Score -7591657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7591671.500000 Penalty: 5439.807129
	Iteration 27Q: 3 clusters Score -7591672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7591697.000000 Penalty: 5439.807129
	Iteration 28Q: 3 clusters Score -7591697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7591701.000000 Penalty: 5439.807129
	Iteration 29Q: 3 clusters Score -7591701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7591705.500000 Penalty: 5439.807129
	Iteration 30Q: 3 clusters Score -7591706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -7591701.000000 Penalty: 5439.807129
	Iteration 31Q: 3 clusters Score -7591701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -7591704.000000 Penalty: 5439.807129
	Iteration 32Q: 3 clusters Score -7591704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7591703.500000 Penalty: 5439.807129
	Iteration 33Q: 3 clusters Score -7591704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7591697.500000 Penalty: 5439.807129
	Iteration 34Q: 3 clusters Score -7591698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7591706.000000 Penalty: 5439.807129
	Iteration 35Q: 3 clusters Score -7591706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7591711.500000 Penalty: 5439.807129
	Iteration 36Q: 3 clusters Score -7591712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -7591707.000000 Penalty: 5439.807129
	Iteration 37Q: 3 clusters Score -7591707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -7591707.500000 Penalty: 5439.807129
	Iteration 38Q: 3 clusters Score -7591708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -7591712.000000 Penalty: 5439.807129
	Iteration 39Q: 3 clusters Score -7591712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -7591715.500000 Penalty: 5439.807129
	Iteration 40F: 3 clusters Score -7591716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -7591709.000000 Penalty: 5439.807129
	Iteration 41Q: 3 clusters Score -7591709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -7591705.500000 Penalty: 5439.807129
	Iteration 42Q: 3 clusters Score -7591706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -7591699.000000 Penalty: 5439.807129
	Iteration 43Q: 3 clusters Score -7591699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7591682.500000 Penalty: 5439.807129
	Iteration 44Q: 3 clusters Score -7591682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7591693.000000 Penalty: 5439.807129
	Iteration 45Q: 3 clusters Score -7591693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -7591698.500000 Penalty: 5439.807129
	Iteration 46Q: 3 clusters Score -7591698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -7591685.500000 Penalty: 5439.807129
	Iteration 47Q: 3 clusters Score -7591686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7591684.000000 Penalty: 5439.807129
	Iteration 48Q: 3 clusters Score -7591684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -7591683.500000 Penalty: 5439.807129
	Iteration 49Q: 3 clusters Score -7591684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -7591690.000000 Penalty: 5439.807129
	Iteration 50Q: 3 clusters Score -7591690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -7591699.500000 Penalty: 5439.807129
	Iteration 51Q: 3 clusters Score -7591700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -7591704.500000 Penalty: 5439.807129
	Iteration 52Q: 3 clusters Score -7591704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7591710.000000 Penalty: 5439.807129
	Iteration 53Q: 3 clusters Score -7591710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7591705.500000 Penalty: 5439.807129
	Iteration 54Q: 3 clusters Score -7591706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7591711.500000 Penalty: 5439.807129
	Iteration 55Q: 3 clusters Score -7591712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7591722.000000 Penalty: 5439.807129
	Iteration 56Q: 3 clusters Score -7591722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -7591724.500000 Penalty: 5439.807129
	Iteration 57Q: 3 clusters Score -7591724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7591718.500000 Penalty: 5439.807129
	Iteration 58Q: 3 clusters Score -7591718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -7591707.500000 Penalty: 5439.807129
	Iteration 59Q: 3 clusters Score -7591708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7591704.500000 Penalty: 5439.807129
	Iteration 60F: 3 clusters Score -7591704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -7591710.000000 Penalty: 5439.807129
	Iteration 61Q: 3 clusters Score -7591710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -7591702.500000 Penalty: 5439.807129
	Iteration 62Q: 3 clusters Score -7591702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -7591711.500000 Penalty: 5439.807129
	Iteration 63Q: 3 clusters Score -7591712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -7591717.000000 Penalty: 5439.807129
	Iteration 64Q: 3 clusters Score -7591717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -7591727.000000 Penalty: 5439.807129
	Iteration 65Q: 3 clusters Score -7591727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -7591720.000000 Penalty: 5439.807129
	Iteration 66Q: 3 clusters Score -7591720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -7591726.000000 Penalty: 5439.807129
	Iteration 67Q: 3 clusters Score -7591726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7591719.000000 Penalty: 5439.807129
	Iteration 68Q: 3 clusters Score -7591719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -7591713.500000 Penalty: 5439.807129
	Iteration 69Q: 3 clusters Score -7591714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -7591722.500000 Penalty: 5439.807129
	Iteration 70Q: 3 clusters Score -7591722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -7591733.500000 Penalty: 5439.807129
	Iteration 71Q: 3 clusters Score -7591734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -7591732.000000 Penalty: 5439.807129
	Iteration 72Q: 3 clusters Score -7591732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7591731.000000 Penalty: 5439.807129
	Iteration 73Q: 3 clusters Score -7591731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7591732.500000 Penalty: 5439.807129
	Iteration 74Q: 3 clusters Score -7591732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -7591739.000000 Penalty: 5439.807129
	Iteration 75Q: 3 clusters Score -7591739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -7591728.000000 Penalty: 5439.807129
	Iteration 76Q: 3 clusters Score -7591728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7591759.500000 Penalty: 5439.807129
	Iteration 77Q: 3 clusters Score -7591760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -7591752.500000 Penalty: 5439.807129
	Iteration 78Q: 3 clusters Score -7591752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7591769.000000 Penalty: 5439.807129
	Iteration 79Q: 3 clusters Score -7591769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -7591764.500000 Penalty: 5439.807129
	Iteration 80F: 3 clusters Score -7591764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -7591763.500000 Penalty: 5439.807129
	Iteration 81Q: 3 clusters Score -7591764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -7591759.500000 Penalty: 5439.807129
	Iteration 82Q: 3 clusters Score -7591760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -7591755.000000 Penalty: 5439.807129
	Iteration 83Q: 3 clusters Score -7591755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -7591760.000000 Penalty: 5439.807129
	Iteration 84Q: 3 clusters Score -7591760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -7591766.000000 Penalty: 5439.807129
	Iteration 85Q: 3 clusters Score -7591766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -7591776.000000 Penalty: 5439.807129
	Iteration 86Q: 3 clusters Score -7591776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -7591762.000000 Penalty: 5439.807129
	Iteration 87Q: 3 clusters Score -7591762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -7591775.000000 Penalty: 5439.807129
	Iteration 88Q: 3 clusters Score -7591775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7591782.000000 Penalty: 5439.807129
	Iteration 89Q: 3 clusters Score -7591782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -7591767.500000 Penalty: 5439.807129
	Iteration 90Q: 3 clusters Score -7591768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -7591775.500000 Penalty: 5439.807129
	Iteration 91Q: 3 clusters Score -7591776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -7591774.000000 Penalty: 5439.807129
	Iteration 92Q: 3 clusters Score -7591774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -7591786.500000 Penalty: 5439.807129
	Iteration 93Q: 3 clusters Score -7591786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -7591791.000000 Penalty: 5439.807129
	Iteration 94Q: 3 clusters Score -7591791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7591791.500000 Penalty: 5439.807129
	Iteration 95Q: 3 clusters Score -7591792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -7591793.000000 Penalty: 5439.807129
	Iteration 96Q: 3 clusters Score -7591793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -7591825.500000 Penalty: 5439.807129
	Iteration 97Q: 3 clusters Score -7591826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -7591824.000000 Penalty: 5439.807129
	Iteration 98Q: 3 clusters Score -7591824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -7591813.000000 Penalty: 5439.807129
	Iteration 99Q: 3 clusters Score -7591813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -7591820.000000 Penalty: 5439.807129
	Iteration 100F: 3 clusters Score -7591820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -7591835.500000 Penalty: 5439.807129
	Iteration 101Q: 3 clusters Score -7591836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -7591829.500000 Penalty: 5439.807129
	Iteration 102Q: 3 clusters Score -7591830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -7591836.500000 Penalty: 5439.807129
	Iteration 103Q: 3 clusters Score -7591836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -7591843.000000 Penalty: 5439.807129
	Iteration 104Q: 3 clusters Score -7591843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -7591832.000000 Penalty: 5439.807129
	Iteration 105Q: 3 clusters Score -7591832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -7591849.000000 Penalty: 5439.807129
	Iteration 106Q: 3 clusters Score -7591849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -7591846.500000 Penalty: 5439.807129
	Iteration 107Q: 3 clusters Score -7591846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -7591854.000000 Penalty: 5439.807129
	Iteration 108Q: 3 clusters Score -7591854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -7591852.000000 Penalty: 5439.807129
	Iteration 109Q: 3 clusters Score -7591852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -7591864.000000 Penalty: 5439.807129
	Iteration 110Q: 3 clusters Score -7591864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -7591871.000000 Penalty: 5439.807129
	Iteration 111Q: 3 clusters Score -7591871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -7591881.500000 Penalty: 5439.807129
	Iteration 112Q: 3 clusters Score -7591882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -7591884.000000 Penalty: 5439.807129
	Iteration 113Q: 3 clusters Score -7591884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -7591896.000000 Penalty: 5439.807129
	Iteration 114Q: 3 clusters Score -7591896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -7591913.000000 Penalty: 5439.807129
	Iteration 115Q: 3 clusters Score -7591913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -7591915.500000 Penalty: 5439.807129
	Iteration 116Q: 3 clusters Score -7591916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -7591921.500000 Penalty: 5439.807129
	Iteration 117Q: 3 clusters Score -7591922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -7591930.500000 Penalty: 5439.807129
	Iteration 118Q: 3 clusters Score -7591930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -7591944.000000 Penalty: 5439.807129
	Iteration 119Q: 3 clusters Score -7591944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -7591944.000000 Penalty: 5439.807129
	Iteration 120F: 3 clusters Score -7591944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -7591939.500000 Penalty: 5439.807129
	Iteration 121Q: 3 clusters Score -7591940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7591963.500000 Penalty: 5439.807129
	Iteration 122Q: 3 clusters Score -7591964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -7591959.000000 Penalty: 5439.807129
	Iteration 123Q: 3 clusters Score -7591959 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -7591974.500000 Penalty: 5439.807129
	Iteration 124Q: 3 clusters Score -7591974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -7591981.500000 Penalty: 5439.807129
	Iteration 125Q: 3 clusters Score -7591982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -7592009.500000 Penalty: 5439.807129
	Iteration 126Q: 3 clusters Score -7592010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -7592021.000000 Penalty: 5439.807129
	Iteration 127Q: 3 clusters Score -7592021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7592038.500000 Penalty: 5439.807129
	Iteration 128Q: 3 clusters Score -7592038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -7592023.000000 Penalty: 5439.807129
	Iteration 129Q: 3 clusters Score -7592023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -7592037.500000 Penalty: 5439.807129
	Iteration 130Q: 3 clusters Score -7592038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -7592038.500000 Penalty: 5439.807129
	Iteration 131Q: 3 clusters Score -7592038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -7592049.000000 Penalty: 5439.807129
	Iteration 132Q: 3 clusters Score -7592049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -7592048.000000 Penalty: 5439.807129
	Iteration 133Q: 3 clusters Score -7592048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -7592047.000000 Penalty: 5439.807129
	Iteration 134Q: 3 clusters Score -7592047 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -7592068.500000 Penalty: 5439.807129
	Iteration 135Q: 3 clusters Score -7592068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7592089.500000 Penalty: 5439.807129
	Iteration 136Q: 3 clusters Score -7592090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -7592090.500000 Penalty: 5439.807129
	Iteration 137Q: 3 clusters Score -7592090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -7592097.000000 Penalty: 5439.807129
	Iteration 138Q: 3 clusters Score -7592097 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -7592106.000000 Penalty: 5439.807129
	Iteration 139Q: 3 clusters Score -7592106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -7592115.500000 Penalty: 5439.807129
	Iteration 140F: 3 clusters Score -7592116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -7592140.500000 Penalty: 5439.807129
	Iteration 141Q: 3 clusters Score -7592140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -7592155.000000 Penalty: 5439.807129
	Iteration 142Q: 3 clusters Score -7592155 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -7592176.000000 Penalty: 5439.807129
	Iteration 143Q: 3 clusters Score -7592176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7592179.500000 Penalty: 5439.807129
	Iteration 144Q: 3 clusters Score -7592180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -7592218.000000 Penalty: 5439.807129
	Iteration 145Q: 3 clusters Score -7592218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -7592225.500000 Penalty: 5439.807129
	Iteration 146Q: 3 clusters Score -7592226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -7592255.500000 Penalty: 5439.807129
	Iteration 147Q: 3 clusters Score -7592256 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -7592273.000000 Penalty: 5439.807129
	Iteration 148Q: 3 clusters Score -7592273 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -7592294.500000 Penalty: 5439.807129
	Iteration 149Q: 3 clusters Score -7592294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -7592336.000000 Penalty: 5439.807129
	Iteration 150Q: 3 clusters Score -7592336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -7592361.500000 Penalty: 5439.807129
	Iteration 151Q: 3 clusters Score -7592362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -7592375.500000 Penalty: 5439.807129
	Iteration 152Q: 3 clusters Score -7592376 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -7592396.500000 Penalty: 5439.807129
	Iteration 153Q: 3 clusters Score -7592396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -7592426.500000 Penalty: 5439.807129
	Iteration 154Q: 3 clusters Score -7592426 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -7592444.000000 Penalty: 5439.807129
	Iteration 155Q: 3 clusters Score -7592444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7592468.000000 Penalty: 5439.807129
	Iteration 156Q: 3 clusters Score -7592468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -7592481.000000 Penalty: 5439.807129
	Iteration 157Q: 3 clusters Score -7592481 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -7592517.500000 Penalty: 5439.807129
	Iteration 158Q: 3 clusters Score -7592518 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -7592538.000000 Penalty: 5439.807129
	Iteration 159Q: 3 clusters Score -7592538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -7592563.500000 Penalty: 5439.807129
	Iteration 160F: 3 clusters Score -7592564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -7592596.500000 Penalty: 5439.807129
	Iteration 161Q: 3 clusters Score -7592596 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -7592625.500000 Penalty: 5439.807129
	Iteration 162Q: 3 clusters Score -7592626 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -7592665.000000 Penalty: 5439.807129
	Iteration 163Q: 3 clusters Score -7592665 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -7592700.000000 Penalty: 5439.807129
	Iteration 164Q: 3 clusters Score -7592700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -7592707.000000 Penalty: 5439.807129
	Iteration 165Q: 3 clusters Score -7592707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -7592730.000000 Penalty: 5439.807129
	Iteration 166Q: 3 clusters Score -7592730 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -7592782.500000 Penalty: 5439.807129
	Iteration 167Q: 3 clusters Score -7592782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7592773.000000 Penalty: 5439.807129
	Iteration 168Q: 3 clusters Score -7592773 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -7592809.500000 Penalty: 5439.807129
	Iteration 169Q: 3 clusters Score -7592810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7592845.000000 Penalty: 5439.807129
	Iteration 170Q: 3 clusters Score -7592845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7592872.000000 Penalty: 5439.807129
	Iteration 171Q: 3 clusters Score -7592872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -7592905.500000 Penalty: 5439.807129
	Iteration 172Q: 3 clusters Score -7592906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7592923.500000 Penalty: 5439.807129
	Iteration 173Q: 3 clusters Score -7592924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -7592974.000000 Penalty: 5439.807129
	Iteration 174Q: 3 clusters Score -7592974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -7592998.000000 Penalty: 5439.807129
	Iteration 175Q: 3 clusters Score -7592998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -7593023.000000 Penalty: 5439.807129
	Iteration 176Q: 3 clusters Score -7593023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -7593035.500000 Penalty: 5439.807129
	Iteration 177Q: 3 clusters Score -7593036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -7593063.500000 Penalty: 5439.807129
	Iteration 178Q: 3 clusters Score -7593064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7593088.500000 Penalty: 5439.807129
	Iteration 179Q: 3 clusters Score -7593088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -7593094.500000 Penalty: 5439.807129
	Iteration 180F: 3 clusters Score -7593094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7593121.500000 Penalty: 5439.807129
	Iteration 181Q: 3 clusters Score -7593122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7593137.500000 Penalty: 5439.807129
	Iteration 182Q: 3 clusters Score -7593138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -7593154.000000 Penalty: 5439.807129
	Iteration 183Q: 3 clusters Score -7593154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7593188.500000 Penalty: 5439.807129
	Iteration 184Q: 3 clusters Score -7593188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7593189.500000 Penalty: 5439.807129
	Iteration 185Q: 3 clusters Score -7593190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -7593183.000000 Penalty: 5439.807129
	Iteration 186Q: 3 clusters Score -7593183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7593192.500000 Penalty: 5439.807129
	Iteration 187Q: 3 clusters Score -7593192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -7593214.500000 Penalty: 5439.807129
	Iteration 188Q: 3 clusters Score -7593214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -7593200.000000 Penalty: 5439.807129
	Iteration 189Q: 3 clusters Score -7593200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7593207.500000 Penalty: 5439.807129
	Iteration 190Q: 3 clusters Score -7593208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -7593201.000000 Penalty: 5439.807129
	Iteration 191Q: 3 clusters Score -7593201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7593218.000000 Penalty: 5439.807129
	Iteration 192Q: 3 clusters Score -7593218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -7593221.500000 Penalty: 5439.807129
	Iteration 193Q: 3 clusters Score -7593222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7593223.000000 Penalty: 5439.807129
	Iteration 194Q: 3 clusters Score -7593223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -7593227.000000 Penalty: 5439.807129
	Iteration 195Q: 3 clusters Score -7593227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -7593235.500000 Penalty: 5439.807129
	Iteration 196Q: 3 clusters Score -7593236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -7593249.500000 Penalty: 5439.807129
	Iteration 197Q: 3 clusters Score -7593250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7593244.500000 Penalty: 5439.807129
	Iteration 198Q: 3 clusters Score -7593244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -7593249.500000 Penalty: 5439.807129
	Iteration 199Q: 3 clusters Score -7593250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -7593259.500000 Penalty: 5439.807129
	Iteration 200F: 3 clusters Score -7593260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7593263.500000 Penalty: 5439.807129
	Iteration 201Q: 3 clusters Score -7593264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -7593273.000000 Penalty: 5439.807129
	Iteration 202Q: 3 clusters Score -7593273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7593276.000000 Penalty: 5439.807129
	Iteration 203Q: 3 clusters Score -7593276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -7593274.000000 Penalty: 5439.807129
	Iteration 204Q: 3 clusters Score -7593274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -7593276.000000 Penalty: 5439.807129
	Iteration 205Q: 3 clusters Score -7593276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -7593295.000000 Penalty: 5439.807129
	Iteration 206Q: 3 clusters Score -7593295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7593300.500000 Penalty: 5439.807129
	Iteration 207Q: 3 clusters Score -7593300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -7593306.500000 Penalty: 5439.807129
	Iteration 208Q: 3 clusters Score -7593306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7593306.000000 Penalty: 5439.807129
	Iteration 209Q: 3 clusters Score -7593306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -7593299.000000 Penalty: 5439.807129
	Iteration 210Q: 3 clusters Score -7593299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -7593298.000000 Penalty: 5439.807129
	Iteration 211Q: 3 clusters Score -7593298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -7593308.000000 Penalty: 5439.807129
	Iteration 212Q: 3 clusters Score -7593308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7593300.500000 Penalty: 5439.807129
	Iteration 213Q: 3 clusters Score -7593300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7593311.000000 Penalty: 5439.807129
	Iteration 214Q: 3 clusters Score -7593311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -7593325.500000 Penalty: 5439.807129
	Iteration 215Q: 3 clusters Score -7593326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7593321.500000 Penalty: 5439.807129
	Iteration 216Q: 3 clusters Score -7593322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7593333.000000 Penalty: 5439.807129
	Iteration 217Q: 3 clusters Score -7593333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7593340.000000 Penalty: 5439.807129
	Iteration 218Q: 3 clusters Score -7593340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -7593344.000000 Penalty: 5439.807129
	Iteration 219Q: 3 clusters Score -7593344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7593343.000000 Penalty: 5439.807129
	Iteration 220F: 3 clusters Score -7593343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -7593347.500000 Penalty: 5439.807129
	Iteration 221Q: 3 clusters Score -7593348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7593369.500000 Penalty: 5439.807129
	Iteration 222Q: 3 clusters Score -7593370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -7593388.500000 Penalty: 5439.807129
	Iteration 223Q: 3 clusters Score -7593388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7593386.000000 Penalty: 5439.807129
	Iteration 224Q: 3 clusters Score -7593386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -7593393.000000 Penalty: 5439.807129
	Iteration 225Q: 3 clusters Score -7593393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -7593404.500000 Penalty: 5439.807129
	Iteration 226Q: 3 clusters Score -7593404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7593402.500000 Penalty: 5439.807129
	Iteration 227Q: 3 clusters Score -7593402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7593415.000000 Penalty: 5439.807129
	Iteration 228Q: 3 clusters Score -7593415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7593421.000000 Penalty: 5439.807129
	Iteration 229Q: 3 clusters Score -7593421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7593430.000000 Penalty: 5439.807129
	Iteration 230Q: 3 clusters Score -7593430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -7593432.500000 Penalty: 5439.807129
	Iteration 231Q: 3 clusters Score -7593432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -7593417.000000 Penalty: 5439.807129
	Iteration 232Q: 3 clusters Score -7593417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7593419.000000 Penalty: 5439.807129
	Iteration 233Q: 3 clusters Score -7593419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -7593421.000000 Penalty: 5439.807129
	Iteration 234Q: 3 clusters Score -7593421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -7593422.000000 Penalty: 5439.807129
	Iteration 235Q: 3 clusters Score -7593422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -7593431.000000 Penalty: 5439.807129
	Iteration 236Q: 3 clusters Score -7593431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -7593421.500000 Penalty: 5439.807129
	Iteration 237Q: 3 clusters Score -7593422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -7593424.000000 Penalty: 5439.807129
	Iteration 238Q: 3 clusters Score -7593424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -7593431.500000 Penalty: 5439.807129
	Iteration 239Q: 3 clusters Score -7593432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7593435.500000 Penalty: 5439.807129
	Iteration 240F: 3 clusters Score -7593436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7593435.500000 Penalty: 5439.807129
	Iteration 241Q: 3 clusters Score -7593436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -7593430.000000 Penalty: 5439.807129
	Iteration 242Q: 3 clusters Score -7593430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -7593426.000000 Penalty: 5439.807129
	Iteration 243Q: 3 clusters Score -7593426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7593431.500000 Penalty: 5439.807129
	Iteration 244Q: 3 clusters Score -7593432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -7593430.500000 Penalty: 5439.807129
	Iteration 245Q: 3 clusters Score -7593430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -7593439.500000 Penalty: 5439.807129
	Iteration 246Q: 3 clusters Score -7593440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -7593435.500000 Penalty: 5439.807129
	Iteration 247Q: 3 clusters Score -7593436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7593432.000000 Penalty: 5439.807129
	Iteration 248Q: 3 clusters Score -7593432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -7593445.000000 Penalty: 5439.807129
	Iteration 249Q: 3 clusters Score -7593445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7593446.500000 Penalty: 5439.807129
	Iteration 250Q: 3 clusters Score -7593446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -7593452.500000 Penalty: 5439.807129
	Iteration 251Q: 3 clusters Score -7593452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7593461.000000 Penalty: 5439.807129
	Iteration 252Q: 3 clusters Score -7593461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -7593465.000000 Penalty: 5439.807129
	Iteration 253Q: 3 clusters Score -7593465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7593470.000000 Penalty: 5439.807129
	Iteration 254Q: 3 clusters Score -7593470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7593488.500000 Penalty: 5439.807129
	Iteration 255Q: 3 clusters Score -7593488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7593495.500000 Penalty: 5439.807129
	Iteration 256Q: 3 clusters Score -7593496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7593490.500000 Penalty: 5439.807129
	Iteration 257Q: 3 clusters Score -7593490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -7593491.000000 Penalty: 5439.807129
	Iteration 258Q: 3 clusters Score -7593491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7593498.000000 Penalty: 5439.807129
	Iteration 259Q: 3 clusters Score -7593498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7593495.500000 Penalty: 5439.807129
	Iteration 260F: 3 clusters Score -7593496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -7593499.000000 Penalty: 5439.807129
	Iteration 261Q: 3 clusters Score -7593499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -7593499.500000 Penalty: 5439.807129
	Iteration 262Q: 3 clusters Score -7593500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -7593503.500000 Penalty: 5439.807129
	Iteration 263Q: 3 clusters Score -7593504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -7593514.000000 Penalty: 5439.807129
	Iteration 264Q: 3 clusters Score -7593514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -7593508.500000 Penalty: 5439.807129
	Iteration 265Q: 3 clusters Score -7593508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7593511.000000 Penalty: 5439.807129
	Iteration 266Q: 3 clusters Score -7593511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -7593515.500000 Penalty: 5439.807129
	Iteration 267Q: 3 clusters Score -7593516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7593511.000000 Penalty: 5439.807129
	Iteration 268Q: 3 clusters Score -7593511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -7593521.500000 Penalty: 5439.807129
	Iteration 269Q: 3 clusters Score -7593522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7593521.000000 Penalty: 5439.807129
	Iteration 270Q: 3 clusters Score -7593521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -7593517.000000 Penalty: 5439.807129
	Iteration 271Q: 3 clusters Score -7593517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7593522.000000 Penalty: 5439.807129
	Iteration 272Q: 3 clusters Score -7593522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -7593517.000000 Penalty: 5439.807129
	Iteration 273Q: 3 clusters Score -7593517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -7593515.000000 Penalty: 5439.807129
	Iteration 274Q: 3 clusters Score -7593515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -7593519.000000 Penalty: 5439.807129
	Iteration 275Q: 3 clusters Score -7593519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7593516.500000 Penalty: 5439.807129
	Iteration 276Q: 3 clusters Score -7593516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -7593520.500000 Penalty: 5439.807129
	Iteration 277Q: 3 clusters Score -7593520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -7593520.500000 Penalty: 5439.807129
	Iteration 278Q: 3 clusters Score -7593520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -7593517.000000 Penalty: 5439.807129
	Iteration 279Q: 3 clusters Score -7593517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -7593511.000000 Penalty: 5439.807129
	Iteration 280F: 3 clusters Score -7593511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7593521.000000 Penalty: 5439.807129
	Iteration 281Q: 3 clusters Score -7593521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -7593531.000000 Penalty: 5439.807129
	Iteration 282Q: 3 clusters Score -7593531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -7593536.000000 Penalty: 5439.807129
	Iteration 283Q: 3 clusters Score -7593536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7593533.000000 Penalty: 5439.807129
	Iteration 284Q: 3 clusters Score -7593533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -7593544.500000 Penalty: 5439.807129
	Iteration 285Q: 3 clusters Score -7593544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -7593543.500000 Penalty: 5439.807129
	Iteration 286Q: 3 clusters Score -7593544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7593546.000000 Penalty: 5439.807129
	Iteration 287Q: 3 clusters Score -7593546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7593543.500000 Penalty: 5439.807129
	Iteration 288Q: 3 clusters Score -7593544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7593545.000000 Penalty: 5439.807129
	Iteration 289Q: 3 clusters Score -7593545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7593545.000000 Penalty: 5439.807129
	Iteration 290Q: 3 clusters Score -7593545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -7593548.000000 Penalty: 5439.807129
	Iteration 291Q: 3 clusters Score -7593548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -7593544.000000 Penalty: 5439.807129
	Iteration 292Q: 3 clusters Score -7593544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -7593543.000000 Penalty: 5439.807129
	Iteration 293Q: 3 clusters Score -7593543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7593539.000000 Penalty: 5439.807129
	Iteration 294Q: 3 clusters Score -7593539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7593538.000000 Penalty: 5439.807129
	Iteration 295Q: 3 clusters Score -7593538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7593538.500000 Penalty: 5439.807129
	Iteration 296Q: 3 clusters Score -7593538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -7593536.500000 Penalty: 5439.807129
	Iteration 297Q: 3 clusters Score -7593536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7593543.500000 Penalty: 5439.807129
	Iteration 298Q: 3 clusters Score -7593544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7593550.500000 Penalty: 5439.807129
	Iteration 299Q: 3 clusters Score -7593550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -7593571.000000 Penalty: 5439.807129
	Iteration 300F: 3 clusters Score -7593571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -7593561.000000 Penalty: 5439.807129
	Iteration 301Q: 3 clusters Score -7593561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7593553.500000 Penalty: 5439.807129
	Iteration 302Q: 3 clusters Score -7593554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7593560.000000 Penalty: 5439.807129
	Iteration 303Q: 3 clusters Score -7593560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7593562.500000 Penalty: 5439.807129
	Iteration 304Q: 3 clusters Score -7593562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -7593554.500000 Penalty: 5439.807129
	Iteration 305Q: 3 clusters Score -7593554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -7593567.000000 Penalty: 5439.807129
	Iteration 306Q: 3 clusters Score -7593567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -7593567.500000 Penalty: 5439.807129
	Iteration 307Q: 3 clusters Score -7593568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7593569.000000 Penalty: 5439.807129
	Iteration 308Q: 3 clusters Score -7593569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7593566.000000 Penalty: 5439.807129
	Iteration 309Q: 3 clusters Score -7593566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7593578.500000 Penalty: 5439.807129
	Iteration 310Q: 3 clusters Score -7593578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7593571.500000 Penalty: 5439.807129
	Iteration 311Q: 3 clusters Score -7593572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7593573.000000 Penalty: 5439.807129
	Iteration 312Q: 3 clusters Score -7593573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7593578.000000 Penalty: 5439.807129
	Iteration 313Q: 3 clusters Score -7593578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -7593575.500000 Penalty: 5439.807129
	Iteration 314Q: 3 clusters Score -7593576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7593576.000000 Penalty: 5439.807129
	Iteration 315Q: 3 clusters Score -7593576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7593579.000000 Penalty: 5439.807129
	Iteration 316Q: 3 clusters Score -7593579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7593579.000000 Penalty: 5439.807129
	Iteration 317Q: 3 clusters Score -7593579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7593579.000000 Penalty: 5439.807129
	Iteration 318F: 3 clusters Score -7593579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -257887.343750 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -257887.3 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 1261 members 
Entering Unmasked Estep 
Score: -255157.921875 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -255157.9 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258970.250000 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -258970.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261921.437500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -261921.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263048.875000 Penalty: 3897.310547
	Iteration 3F: 3 clusters Score -263048.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263584.093750 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -263584.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -263944.656250 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -263944.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264026.437500 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -264026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264038.218750 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -264038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264039.843750 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -264039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264040.156250 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -264040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264040.156250 Penalty: 3897.310547
	Iteration 10F: 3 clusters Score -264040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3212 members 
Mstep: Class 27 contains 355712 members 
Mstep: Class 28 contains 1116 members 
Entering Unmasked Estep 
Score: -104889760.000000 Penalty: 94721.132812
Splitting cluster 18 changes total score from -104846472.000000 to -104889760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (18737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Entering Unmasked Estep 
Score: -2284272.500000 Penalty: 2439.887451
	Iteration 0F: 2 clusters Score -2284272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2271020.750000 Penalty: 4879.774902
	Iteration 0F: 3 clusters Score -2271021 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2275861.500000 Penalty: 4879.774902
	Iteration 1F: 3 clusters Score -2275862 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2277387.500000 Penalty: 4879.774902
	Iteration 2F: 3 clusters Score -2277388 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2279848.500000 Penalty: 4879.774902
	Iteration 3F: 3 clusters Score -2279848 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2282707.750000 Penalty: 4879.774902
	Iteration 4F: 3 clusters Score -2282708 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2284514.500000 Penalty: 4879.774902
	Iteration 5F: 3 clusters Score -2284514 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2285279.750000 Penalty: 4879.774902
	Iteration 6F: 3 clusters Score -2285280 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2285570.250000 Penalty: 4879.774902
	Iteration 7Q: 3 clusters Score -2285570 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2285723.250000 Penalty: 4879.774902
	Iteration 8Q: 3 clusters Score -2285723 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2285811.500000 Penalty: 4879.774902
	Iteration 9Q: 3 clusters Score -2285812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2285856.750000 Penalty: 4879.774902
	Iteration 10Q: 3 clusters Score -2285857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2285882.500000 Penalty: 4879.774902
	Iteration 11Q: 3 clusters Score -2285882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2285910.250000 Penalty: 4879.774902
	Iteration 12Q: 3 clusters Score -2285910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2285947.000000 Penalty: 4879.774902
	Iteration 13Q: 3 clusters Score -2285947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2285963.750000 Penalty: 4879.774902
	Iteration 14Q: 3 clusters Score -2285964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2285967.500000 Penalty: 4879.774902
	Iteration 15Q: 3 clusters Score -2285968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2285984.000000 Penalty: 4879.774902
	Iteration 16Q: 3 clusters Score -2285984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2286002.500000 Penalty: 4879.774902
	Iteration 17Q: 3 clusters Score -2286002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2286013.250000 Penalty: 4879.774902
	Iteration 18Q: 3 clusters Score -2286013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2286018.000000 Penalty: 4879.774902
	Iteration 19Q: 3 clusters Score -2286018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2286023.750000 Penalty: 4879.774902
	Iteration 20F: 3 clusters Score -2286024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2286032.750000 Penalty: 4879.774902
	Iteration 21Q: 3 clusters Score -2286033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2286038.500000 Penalty: 4879.774902
	Iteration 22Q: 3 clusters Score -2286038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2286048.000000 Penalty: 4879.774902
	Iteration 23Q: 3 clusters Score -2286048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2286043.500000 Penalty: 4879.774902
	Iteration 24Q: 3 clusters Score -2286044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2286048.750000 Penalty: 4879.774902
	Iteration 25Q: 3 clusters Score -2286049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2286053.500000 Penalty: 4879.774902
	Iteration 26Q: 3 clusters Score -2286054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2286060.500000 Penalty: 4879.774902
	Iteration 27Q: 3 clusters Score -2286060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2286057.500000 Penalty: 4879.774902
	Iteration 28Q: 3 clusters Score -2286058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2286065.500000 Penalty: 4879.774902
	Iteration 29Q: 3 clusters Score -2286066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2286068.750000 Penalty: 4879.774902
	Iteration 30Q: 3 clusters Score -2286069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2286069.750000 Penalty: 4879.774902
	Iteration 31Q: 3 clusters Score -2286070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2286075.250000 Penalty: 4879.774902
	Iteration 32Q: 3 clusters Score -2286075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2286080.000000 Penalty: 4879.774902
	Iteration 33Q: 3 clusters Score -2286080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2286075.250000 Penalty: 4879.774902
	Iteration 34Q: 3 clusters Score -2286075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2286076.750000 Penalty: 4879.774902
	Iteration 35Q: 3 clusters Score -2286077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2286078.000000 Penalty: 4879.774902
	Iteration 36Q: 3 clusters Score -2286078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2286084.500000 Penalty: 4879.774902
	Iteration 37Q: 3 clusters Score -2286084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2286081.250000 Penalty: 4879.774902
	Iteration 38Q: 3 clusters Score -2286081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2286079.750000 Penalty: 4879.774902
	Iteration 39Q: 3 clusters Score -2286080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2286087.750000 Penalty: 4879.774902
	Iteration 40F: 3 clusters Score -2286088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2286086.000000 Penalty: 4879.774902
	Iteration 41Q: 3 clusters Score -2286086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2286084.500000 Penalty: 4879.774902
	Iteration 42Q: 3 clusters Score -2286084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2286087.250000 Penalty: 4879.774902
	Iteration 43Q: 3 clusters Score -2286087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2286086.750000 Penalty: 4879.774902
	Iteration 44Q: 3 clusters Score -2286087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2286089.250000 Penalty: 4879.774902
	Iteration 45Q: 3 clusters Score -2286089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2286090.750000 Penalty: 4879.774902
	Iteration 46Q: 3 clusters Score -2286091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2286089.500000 Penalty: 4879.774902
	Iteration 47Q: 3 clusters Score -2286090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2286085.500000 Penalty: 4879.774902
	Iteration 48Q: 3 clusters Score -2286086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2286089.000000 Penalty: 4879.774902
	Iteration 49Q: 3 clusters Score -2286089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2286094.250000 Penalty: 4879.774902
	Iteration 50Q: 3 clusters Score -2286094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2286092.750000 Penalty: 4879.774902
	Iteration 51Q: 3 clusters Score -2286093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2286090.500000 Penalty: 4879.774902
	Iteration 52Q: 3 clusters Score -2286090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2286089.000000 Penalty: 4879.774902
	Iteration 53Q: 3 clusters Score -2286089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2286089.000000 Penalty: 4879.774902
	Iteration 54F: 3 clusters Score -2286089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3212 members 
Mstep: Class 27 contains 355712 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 10873 members 
Entering Unmasked Estep 
Score: -104891176.000000 Penalty: 98104.031250
Splitting cluster 20 changes total score from -104846472.000000 to -104891176.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1017200.750000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1017201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1010044.250000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1010044 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1012528.750000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1012529 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1013075.125000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1013075 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1013576.937500 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -1013577 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1014061.437500 Penalty: 4535.841309
	Iteration 4F: 3 clusters Score -1014061 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1014501.562500 Penalty: 4535.841309
	Iteration 5F: 3 clusters Score -1014502 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1014919.750000 Penalty: 4535.841309
	Iteration 6F: 3 clusters Score -1014920 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1015357.312500 Penalty: 4535.841309
	Iteration 7F: 3 clusters Score -1015357 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1015794.250000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1015794 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1016153.937500 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1016154 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1016442.750000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1016443 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1016651.187500 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1016651 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1016784.937500 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1016785 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1016861.375000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1016861 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1016908.437500 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1016908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1016953.437500 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1016953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1016983.437500 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1016983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1017004.437500 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1017004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1017026.875000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1017027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1017056.312500 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1017056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1017080.312500 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1017080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1017104.375000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1017104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1017135.187500 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1017135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1017155.562500 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1017156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1017172.000000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1017172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1017190.562500 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1017191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1017212.062500 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1017212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1017232.500000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1017232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1017256.000000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1017256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1017295.437500 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1017295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1017333.187500 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1017333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1017362.937500 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1017363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1017394.937500 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1017395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1017412.000000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1017412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1017428.062500 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1017428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1017445.312500 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1017445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1017455.312500 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1017455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1017464.812500 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1017465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1017474.625000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1017475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1017478.937500 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1017479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1017496.500000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1017496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1017504.937500 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1017505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1017508.437500 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1017508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1017515.500000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1017516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1017518.250000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1017518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1017524.125000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1017524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1017528.250000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1017528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1017531.000000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1017531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1017536.500000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -1017536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1017541.875000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -1017542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1017554.375000 Penalty: 4535.841309
	Iteration 50Q: 3 clusters Score -1017554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1017556.687500 Penalty: 4535.841309
	Iteration 51Q: 3 clusters Score -1017557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1017565.000000 Penalty: 4535.841309
	Iteration 52Q: 3 clusters Score -1017565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1017571.500000 Penalty: 4535.841309
	Iteration 53Q: 3 clusters Score -1017572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1017579.812500 Penalty: 4535.841309
	Iteration 54Q: 3 clusters Score -1017580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1017583.625000 Penalty: 4535.841309
	Iteration 55Q: 3 clusters Score -1017584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1017588.000000 Penalty: 4535.841309
	Iteration 56Q: 3 clusters Score -1017588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1017588.187500 Penalty: 4535.841309
	Iteration 57Q: 3 clusters Score -1017588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1017593.562500 Penalty: 4535.841309
	Iteration 58Q: 3 clusters Score -1017594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1017598.687500 Penalty: 4535.841309
	Iteration 59Q: 3 clusters Score -1017599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1017600.000000 Penalty: 4535.841309
	Iteration 60F: 3 clusters Score -1017600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1017602.625000 Penalty: 4535.841309
	Iteration 61Q: 3 clusters Score -1017603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1017604.000000 Penalty: 4535.841309
	Iteration 62Q: 3 clusters Score -1017604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1017603.187500 Penalty: 4535.841309
	Iteration 63Q: 3 clusters Score -1017603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1017603.312500 Penalty: 4535.841309
	Iteration 64Q: 3 clusters Score -1017603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1017602.812500 Penalty: 4535.841309
	Iteration 65Q: 3 clusters Score -1017603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1017602.250000 Penalty: 4535.841309
	Iteration 66Q: 3 clusters Score -1017602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1017603.125000 Penalty: 4535.841309
	Iteration 67Q: 3 clusters Score -1017603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1017603.750000 Penalty: 4535.841309
	Iteration 68Q: 3 clusters Score -1017604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1017603.750000 Penalty: 4535.841309
	Iteration 69F: 3 clusters Score -1017604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 27647 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 4346 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3212 members 
Mstep: Class 27 contains 355712 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 10873 members 
Mstep: Class 30 contains 5020 members 
Entering Unmasked Estep 
Score: -104890352.000000 Penalty: 101486.929688
Splitting cluster 21 changes total score from -104846472.000000 to -104890352.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (11623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Entering Unmasked Estep 
Score: -1480587.750000 Penalty: 2321.463867
	Iteration 0F: 2 clusters Score -1480588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1471918.125000 Penalty: 4642.927734
	Iteration 0F: 3 clusters Score -1471918 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1474559.875000 Penalty: 4642.927734
	Iteration 1F: 3 clusters Score -1474560 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1474929.625000 Penalty: 4642.927734
	Iteration 2F: 3 clusters Score -1474930 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1475231.125000 Penalty: 4642.927734
	Iteration 3F: 3 clusters Score -1475231 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1475500.125000 Penalty: 4642.927734
	Iteration 4Q: 3 clusters Score -1475500 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1475744.125000 Penalty: 4642.927734
	Iteration 5Q: 3 clusters Score -1475744 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1476031.750000 Penalty: 4642.927734
	Iteration 6Q: 3 clusters Score -1476032 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1476356.875000 Penalty: 4642.927734
	Iteration 7Q: 3 clusters Score -1476357 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1476739.750000 Penalty: 4642.927734
	Iteration 8Q: 3 clusters Score -1476740 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1477114.125000 Penalty: 4642.927734
	Iteration 9Q: 3 clusters Score -1477114 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1477462.125000 Penalty: 4642.927734
	Iteration 10Q: 3 clusters Score -1477462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1477721.125000 Penalty: 4642.927734
	Iteration 11Q: 3 clusters Score -1477721 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1477935.875000 Penalty: 4642.927734
	Iteration 12Q: 3 clusters Score -1477936 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1478099.250000 Penalty: 4642.927734
	Iteration 13Q: 3 clusters Score -1478099 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1478250.250000 Penalty: 4642.927734
	Iteration 14Q: 3 clusters Score -1478250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1478390.500000 Penalty: 4642.927734
	Iteration 15Q: 3 clusters Score -1478390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1478535.625000 Penalty: 4642.927734
	Iteration 16Q: 3 clusters Score -1478536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1478666.500000 Penalty: 4642.927734
	Iteration 17Q: 3 clusters Score -1478666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1478771.125000 Penalty: 4642.927734
	Iteration 18Q: 3 clusters Score -1478771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1478871.125000 Penalty: 4642.927734
	Iteration 19Q: 3 clusters Score -1478871 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1478937.125000 Penalty: 4642.927734
	Iteration 20F: 3 clusters Score -1478937 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1478992.000000 Penalty: 4642.927734
	Iteration 21Q: 3 clusters Score -1478992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1479033.375000 Penalty: 4642.927734
	Iteration 22Q: 3 clusters Score -1479033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1479053.625000 Penalty: 4642.927734
	Iteration 23Q: 3 clusters Score -1479054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1479068.750000 Penalty: 4642.927734
	Iteration 24Q: 3 clusters Score -1479069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1479089.250000 Penalty: 4642.927734
	Iteration 25Q: 3 clusters Score -1479089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1479103.625000 Penalty: 4642.927734
	Iteration 26Q: 3 clusters Score -1479104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1479109.375000 Penalty: 4642.927734
	Iteration 27Q: 3 clusters Score -1479109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1479124.750000 Penalty: 4642.927734
	Iteration 28Q: 3 clusters Score -1479125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1479124.250000 Penalty: 4642.927734
	Iteration 29Q: 3 clusters Score -1479124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1479131.125000 Penalty: 4642.927734
	Iteration 30Q: 3 clusters Score -1479131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1479138.000000 Penalty: 4642.927734
	Iteration 31Q: 3 clusters Score -1479138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1479146.000000 Penalty: 4642.927734
	Iteration 32Q: 3 clusters Score -1479146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1479149.875000 Penalty: 4642.927734
	Iteration 33Q: 3 clusters Score -1479150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1479153.125000 Penalty: 4642.927734
	Iteration 34Q: 3 clusters Score -1479153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1479153.500000 Penalty: 4642.927734
	Iteration 35Q: 3 clusters Score -1479154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1479156.750000 Penalty: 4642.927734
	Iteration 36Q: 3 clusters Score -1479157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1479156.125000 Penalty: 4642.927734
	Iteration 37Q: 3 clusters Score -1479156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1479158.250000 Penalty: 4642.927734
	Iteration 38Q: 3 clusters Score -1479158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1479156.250000 Penalty: 4642.927734
	Iteration 39Q: 3 clusters Score -1479156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1479155.375000 Penalty: 4642.927734
	Iteration 40F: 3 clusters Score -1479155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1479156.250000 Penalty: 4642.927734
	Iteration 41Q: 3 clusters Score -1479156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1479158.000000 Penalty: 4642.927734
	Iteration 42Q: 3 clusters Score -1479158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1479160.500000 Penalty: 4642.927734
	Iteration 43Q: 3 clusters Score -1479160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1479160.125000 Penalty: 4642.927734
	Iteration 44Q: 3 clusters Score -1479160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1479163.500000 Penalty: 4642.927734
	Iteration 45Q: 3 clusters Score -1479164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1479167.000000 Penalty: 4642.927734
	Iteration 46Q: 3 clusters Score -1479167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1479164.000000 Penalty: 4642.927734
	Iteration 47Q: 3 clusters Score -1479164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1479166.750000 Penalty: 4642.927734
	Iteration 48Q: 3 clusters Score -1479167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1479166.250000 Penalty: 4642.927734
	Iteration 49Q: 3 clusters Score -1479166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1479165.125000 Penalty: 4642.927734
	Iteration 50Q: 3 clusters Score -1479165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1479166.000000 Penalty: 4642.927734
	Iteration 51Q: 3 clusters Score -1479166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1479167.125000 Penalty: 4642.927734
	Iteration 52Q: 3 clusters Score -1479167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1479167.125000 Penalty: 4642.927734
	Iteration 53F: 3 clusters Score -1479167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 64880 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 26923 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 57951 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 4346 members 
Mstep: Class 22 contains 11623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104902088.000000 Penalty: 101486.929688
Iteration 39Q: 31 clusters Score -1.049021e+08 nChanged 21496
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 64890 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 3929 members 
Mstep: Class 6 contains 54033 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 28371 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 47647 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 16486 members 
Mstep: Class 13 contains 11107 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 31878 members 
Mstep: Class 17 contains 58828 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 28207 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 4278 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 5777 members 
Mstep: Class 26 contains 3210 members 
Mstep: Class 27 contains 349351 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 10618 members 
Mstep: Class 30 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104917352.000000 Penalty: 101486.929688
Iteration 40F: 31 clusters Score -1.049174e+08 nChanged 23002
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 63682 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 52789 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 28096 members 
Mstep: Class 9 contains 4940 members 
Mstep: Class 10 contains 47123 members 
Mstep: Class 11 contains 25829 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 17 contains 56818 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 11655 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 12072 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 3219 members 
Mstep: Class 27 contains 352015 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 10780 members 
Mstep: Class 30 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104921152.000000 Penalty: 101486.929688
Iteration 41Q: 31 clusters Score -1.049212e+08 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 62710 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 13685 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 52018 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 28273 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 46707 members 
Mstep: Class 11 contains 25366 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 12008 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 32200 members 
Mstep: Class 17 contains 55429 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 29349 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 12759 members 
Mstep: Class 25 contains 6602 members 
Mstep: Class 26 contains 3287 members 
Mstep: Class 27 contains 353240 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 10827 members 
Mstep: Class 30 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104923648.000000 Penalty: 101486.929688
Iteration 42Q: 31 clusters Score -1.049236e+08 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 61961 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 51367 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 28604 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 46394 members 
Mstep: Class 11 contains 25099 members 
Mstep: Class 12 contains 18236 members 
Mstep: Class 13 contains 11183 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 32328 members 
Mstep: Class 17 contains 54403 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 29418 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 21 contains 4493 members 
Mstep: Class 22 contains 11511 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 13540 members 
Mstep: Class 25 contains 6797 members 
Mstep: Class 26 contains 3379 members 
Mstep: Class 27 contains 353766 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 10857 members 
Mstep: Class 30 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104925832.000000 Penalty: 101486.929688
Iteration 43Q: 31 clusters Score -1.049258e+08 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 61363 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 4 contains 14725 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 50859 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 28960 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 46128 members 
Mstep: Class 11 contains 24886 members 
Mstep: Class 12 contains 18748 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 32398 members 
Mstep: Class 17 contains 53620 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 29307 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 21 contains 4513 members 
Mstep: Class 22 contains 11450 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 14351 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 3473 members 
Mstep: Class 27 contains 353980 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10868 members 
Mstep: Class 30 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 31 clusters Score -1.049268e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 60868 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 15132 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 50458 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 29324 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 45916 members 
Mstep: Class 11 contains 24725 members 
Mstep: Class 12 contains 19214 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 32415 members 
Mstep: Class 17 contains 52954 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 29089 members 
Mstep: Class 20 contains 8539 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 11391 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 15230 members 
Mstep: Class 25 contains 7086 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 353978 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10877 members 
Mstep: Class 30 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 31 clusters Score -1.049278e+08 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 60446 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 29677 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 45757 members 
Mstep: Class 11 contains 24600 members 
Mstep: Class 12 contains 19634 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 32428 members 
Mstep: Class 17 contains 52465 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 28759 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 4558 members 
Mstep: Class 22 contains 11353 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 16136 members 
Mstep: Class 25 contains 7197 members 
Mstep: Class 26 contains 3627 members 
Mstep: Class 27 contains 353844 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10877 members 
Mstep: Class 30 contains 5568 members 
Entering Unmasked Estep 
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Iteration 46Q: 31 clusters Score -1.049287e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 60068 members 
Mstep: Class 3 contains 6708 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 30005 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 45603 members 
Mstep: Class 11 contains 24501 members 
Mstep: Class 12 contains 19987 members 
Mstep: Class 13 contains 11206 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 32428 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 28371 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 11298 members 
Mstep: Class 23 contains 4172 members 
Mstep: Class 24 contains 17093 members 
Mstep: Class 25 contains 7259 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 353687 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10880 members 
Mstep: Class 30 contains 5595 members 
Entering Unmasked Estep 
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Iteration 47Q: 31 clusters Score -1.049298e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 59731 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 15876 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 49632 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 30295 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 45480 members 
Mstep: Class 11 contains 24399 members 
Mstep: Class 12 contains 20317 members 
Mstep: Class 13 contains 11211 members 
Mstep: Class 14 contains 11960 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 32432 members 
Mstep: Class 17 contains 51690 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 27889 members 
Mstep: Class 20 contains 8597 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 11254 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 18102 members 
Mstep: Class 25 contains 7305 members 
Mstep: Class 26 contains 3748 members 
Mstep: Class 27 contains 353521 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10875 members 
Mstep: Class 30 contains 5628 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -1.049314e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 59389 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 49441 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 30571 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 24312 members 
Mstep: Class 12 contains 20648 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 11960 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 32424 members 
Mstep: Class 17 contains 51398 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 27320 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 11212 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 7354 members 
Mstep: Class 26 contains 3796 members 
Mstep: Class 27 contains 353374 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10882 members 
Mstep: Class 30 contains 5662 members 
Entering Unmasked Estep 
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Iteration 49Q: 31 clusters Score -1.049324e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 59144 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 49312 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 30838 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 45288 members 
Mstep: Class 11 contains 24224 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 11953 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 32446 members 
Mstep: Class 17 contains 51159 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 26729 members 
Mstep: Class 20 contains 8621 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 11162 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 20138 members 
Mstep: Class 25 contains 7406 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 353180 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10885 members 
Mstep: Class 30 contains 5697 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -1.049335e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 58873 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 16011 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 49257 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 31051 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 11 contains 24139 members 
Mstep: Class 12 contains 21147 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 11943 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 32475 members 
Mstep: Class 17 contains 50902 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 26173 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 11108 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 21111 members 
Mstep: Class 25 contains 7452 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 353061 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10888 members 
Mstep: Class 30 contains 5709 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -1.049338e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 58641 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 15957 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 49230 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 31277 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 45176 members 
Mstep: Class 11 contains 24063 members 
Mstep: Class 12 contains 21347 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11930 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 32526 members 
Mstep: Class 17 contains 50692 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 25566 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 11054 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 22024 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 3896 members 
Mstep: Class 27 contains 352978 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10891 members 
Mstep: Class 30 contains 5719 members 
Entering Unmasked Estep 
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Iteration 52Q: 31 clusters Score -1.049346e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 58390 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 15863 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 49215 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 31480 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 45116 members 
Mstep: Class 11 contains 24006 members 
Mstep: Class 12 contains 21546 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 32539 members 
Mstep: Class 17 contains 50507 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 24971 members 
Mstep: Class 20 contains 8649 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 11012 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 22958 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 352917 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10894 members 
Mstep: Class 30 contains 5728 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -1.049354e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 58183 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 15750 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 49189 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 31671 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 23947 members 
Mstep: Class 12 contains 21706 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 32566 members 
Mstep: Class 17 contains 50358 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 24415 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 10971 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 23851 members 
Mstep: Class 25 contains 7538 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 352856 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10900 members 
Mstep: Class 30 contains 5741 members 
Entering Unmasked Estep 
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Iteration 54Q: 31 clusters Score -1.049357e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 57978 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 15627 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 49178 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 31821 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 10 contains 45015 members 
Mstep: Class 11 contains 23875 members 
Mstep: Class 12 contains 21841 members 
Mstep: Class 13 contains 11222 members 
Mstep: Class 14 contains 11938 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 32619 members 
Mstep: Class 17 contains 50205 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 23853 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 24770 members 
Mstep: Class 25 contains 7563 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 352809 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10904 members 
Mstep: Class 30 contains 5749 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -1.049365e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 57748 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 15475 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 49184 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 31973 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 44957 members 
Mstep: Class 11 contains 23803 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 11941 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 32664 members 
Mstep: Class 17 contains 50067 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 19 contains 23256 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 4591 members 
Mstep: Class 22 contains 10899 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 25695 members 
Mstep: Class 25 contains 7579 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 352843 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 5755 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -1.049376e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 57549 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 49165 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 32092 members 
Mstep: Class 9 contains 4176 members 
Mstep: Class 10 contains 44911 members 
Mstep: Class 11 contains 23739 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 11942 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 32714 members 
Mstep: Class 17 contains 49947 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 22703 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 4591 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 26522 members 
Mstep: Class 25 contains 7585 members 
Mstep: Class 26 contains 4024 members 
Mstep: Class 27 contains 352860 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 5761 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.04938e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 57337 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 15292 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 49188 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 32207 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 44877 members 
Mstep: Class 11 contains 23689 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 11944 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 32785 members 
Mstep: Class 17 contains 49853 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 22108 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 10825 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 27388 members 
Mstep: Class 25 contains 7589 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 352834 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 5768 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.049389e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 57093 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 15214 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 49221 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 32306 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 44849 members 
Mstep: Class 11 contains 23624 members 
Mstep: Class 12 contains 22315 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 11932 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 32886 members 
Mstep: Class 17 contains 49776 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 21606 members 
Mstep: Class 20 contains 8661 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 10789 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 28216 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 4044 members 
Mstep: Class 27 contains 352751 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10909 members 
Mstep: Class 30 contains 5776 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.0494e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 56833 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 49289 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 32382 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 23559 members 
Mstep: Class 12 contains 22413 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 11927 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 32992 members 
Mstep: Class 17 contains 49724 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 21174 members 
Mstep: Class 20 contains 8662 members 
Mstep: Class 21 contains 4597 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 28987 members 
Mstep: Class 25 contains 7590 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 352613 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 5779 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.049409e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 56519 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 15000 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 49356 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 32491 members 
Mstep: Class 9 contains 4162 members 
Mstep: Class 10 contains 44786 members 
Mstep: Class 11 contains 23486 members 
Mstep: Class 12 contains 22498 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 11929 members 
Mstep: Class 15 contains 3344 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 49641 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 20818 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 30025 members 
Mstep: Class 25 contains 7568 members 
Mstep: Class 26 contains 4064 members 
Mstep: Class 27 contains 352361 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 5777 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.049422e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 56192 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 49472 members 
Mstep: Class 7 contains 4376 members 
Mstep: Class 8 contains 32601 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 44740 members 
Mstep: Class 11 contains 23430 members 
Mstep: Class 12 contains 22578 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 11919 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 49547 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 10682 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 30925 members 
Mstep: Class 25 contains 7564 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 352069 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10919 members 
Mstep: Class 30 contains 5778 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.049433e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 55882 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 14773 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 49577 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 32704 members 
Mstep: Class 9 contains 4149 members 
Mstep: Class 10 contains 44693 members 
Mstep: Class 11 contains 23385 members 
Mstep: Class 12 contains 22647 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11911 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 16 contains 33254 members 
Mstep: Class 17 contains 49471 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 20369 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 31602 members 
Mstep: Class 25 contains 7570 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 351856 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10922 members 
Mstep: Class 30 contains 5777 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.04944e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 55605 members 
Mstep: Class 3 contains 6564 members 
Mstep: Class 4 contains 14709 members 
Mstep: Class 5 contains 3175 members 
Mstep: Class 6 contains 49674 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 32790 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 44645 members 
Mstep: Class 11 contains 23334 members 
Mstep: Class 12 contains 22714 members 
Mstep: Class 13 contains 11227 members 
Mstep: Class 14 contains 11895 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 16 contains 33350 members 
Mstep: Class 17 contains 49394 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 32175 members 
Mstep: Class 25 contains 7574 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 351615 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10921 members 
Mstep: Class 30 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944440.000000 Penalty: 101486.929688
Iteration 64Q: 31 clusters Score -1.049444e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 55384 members 
Mstep: Class 3 contains 6564 members 
Mstep: Class 4 contains 14655 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 49738 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 32865 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 44603 members 
Mstep: Class 11 contains 23294 members 
Mstep: Class 12 contains 22777 members 
Mstep: Class 13 contains 11226 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 33446 members 
Mstep: Class 17 contains 49312 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20262 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 10591 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 32626 members 
Mstep: Class 25 contains 7574 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 351413 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10921 members 
Mstep: Class 30 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944976.000000 Penalty: 101486.929688
Iteration 65Q: 31 clusters Score -1.04945e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 55169 members 
Mstep: Class 3 contains 6565 members 
Mstep: Class 4 contains 14630 members 
Mstep: Class 5 contains 3151 members 
Mstep: Class 6 contains 49803 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 32924 members 
Mstep: Class 9 contains 4145 members 
Mstep: Class 10 contains 44571 members 
Mstep: Class 11 contains 23262 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11848 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 33554 members 
Mstep: Class 17 contains 49208 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 10559 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 32987 members 
Mstep: Class 25 contains 7578 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 351211 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10925 members 
Mstep: Class 30 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945392.000000 Penalty: 101486.929688
Iteration 66Q: 31 clusters Score -1.049454e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 54966 members 
Mstep: Class 3 contains 6564 members 
Mstep: Class 4 contains 14590 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 49864 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 32988 members 
Mstep: Class 9 contains 4145 members 
Mstep: Class 10 contains 44538 members 
Mstep: Class 11 contains 23229 members 
Mstep: Class 12 contains 22879 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11828 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 49120 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20330 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 10534 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 33299 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 351047 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945512.000000 Penalty: 101486.929688
Iteration 67Q: 31 clusters Score -1.049455e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 54758 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 49927 members 
Mstep: Class 7 contains 4376 members 
Mstep: Class 8 contains 33042 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 44506 members 
Mstep: Class 11 contains 23204 members 
Mstep: Class 12 contains 22937 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 33775 members 
Mstep: Class 17 contains 49034 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20375 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 33566 members 
Mstep: Class 25 contains 7593 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 350899 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10926 members 
Mstep: Class 30 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945728.000000 Penalty: 101486.929688
Iteration 68Q: 31 clusters Score -1.049457e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 54575 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 14542 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 49955 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 33099 members 
Mstep: Class 9 contains 4145 members 
Mstep: Class 10 contains 44477 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 22987 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 33878 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 8687 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 33776 members 
Mstep: Class 25 contains 7603 members 
Mstep: Class 26 contains 4091 members 
Mstep: Class 27 contains 350741 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946144.000000 Penalty: 101486.929688
Iteration 69Q: 31 clusters Score -1.049461e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 54426 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 14524 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 49960 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 33151 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 44440 members 
Mstep: Class 11 contains 23107 members 
Mstep: Class 12 contains 23053 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 33992 members 
Mstep: Class 17 contains 48916 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 4609 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 33957 members 
Mstep: Class 25 contains 7613 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 350575 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10934 members 
Mstep: Class 30 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946224.000000 Penalty: 101486.929688
Iteration 70Q: 31 clusters Score -1.049462e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 54270 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14516 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 49967 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33196 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 44406 members 
Mstep: Class 11 contains 23069 members 
Mstep: Class 12 contains 23103 members 
Mstep: Class 13 contains 11222 members 
Mstep: Class 14 contains 11758 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 34101 members 
Mstep: Class 17 contains 48854 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 20630 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34097 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 350461 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946256.000000 Penalty: 101486.929688
Iteration 71Q: 31 clusters Score -1.049463e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 54121 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14508 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 33238 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 23018 members 
Mstep: Class 12 contains 23152 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 34218 members 
Mstep: Class 17 contains 48810 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 20692 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 10482 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34205 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 350369 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946328.000000 Penalty: 101486.929688
Iteration 72Q: 31 clusters Score -1.049463e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 53938 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14501 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 50011 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 33270 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 44362 members 
Mstep: Class 11 contains 22966 members 
Mstep: Class 12 contains 23177 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 34349 members 
Mstep: Class 17 contains 48766 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 20776 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 10481 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 34314 members 
Mstep: Class 25 contains 7674 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 350311 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946576.000000 Penalty: 101486.929688
Iteration 73Q: 31 clusters Score -1.049466e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 53764 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14486 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 50031 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 33286 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 44335 members 
Mstep: Class 11 contains 22933 members 
Mstep: Class 12 contains 23208 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11676 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 34477 members 
Mstep: Class 17 contains 48733 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 8679 members 
Mstep: Class 21 contains 4609 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34397 members 
Mstep: Class 25 contains 7691 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 350255 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946848.000000 Penalty: 101486.929688
Iteration 74Q: 31 clusters Score -1.049468e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 53621 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 50060 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 8 contains 33305 members 
Mstep: Class 9 contains 4143 members 
Mstep: Class 10 contains 44306 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 23227 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 11652 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 34577 members 
Mstep: Class 17 contains 48705 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34463 members 
Mstep: Class 25 contains 7701 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 350239 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10947 members 
Mstep: Class 30 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946760.000000 Penalty: 101486.929688
Iteration 75Q: 31 clusters Score -1.049468e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 53453 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 50085 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 33332 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 44287 members 
Mstep: Class 11 contains 22855 members 
Mstep: Class 12 contains 23255 members 
Mstep: Class 13 contains 11222 members 
Mstep: Class 14 contains 11634 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 34681 members 
Mstep: Class 17 contains 48668 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 21023 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 22 contains 10464 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 34519 members 
Mstep: Class 25 contains 7704 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 350211 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10949 members 
Mstep: Class 30 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946736.000000 Penalty: 101486.929688
Iteration 76Q: 31 clusters Score -1.049467e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 53262 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 50114 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 33360 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 44277 members 
Mstep: Class 11 contains 22830 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 11222 members 
Mstep: Class 14 contains 11615 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 34785 members 
Mstep: Class 17 contains 48627 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 10453 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 34565 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 350183 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10952 members 
Mstep: Class 30 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946840.000000 Penalty: 101486.929688
Iteration 77Q: 31 clusters Score -1.049468e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 53099 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 50137 members 
Mstep: Class 7 contains 4389 members 
Mstep: Class 8 contains 33373 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44265 members 
Mstep: Class 11 contains 22803 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 34868 members 
Mstep: Class 17 contains 48605 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21192 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10443 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34611 members 
Mstep: Class 25 contains 7719 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 350161 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 10955 members 
Mstep: Class 30 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946960.000000 Penalty: 101486.929688
Iteration 78Q: 31 clusters Score -1.04947e+08 nChanged 580
Entering ConstructFrom: 
Score: -104946960.000000 Penalty: 101486.929688
Entering ConstructFrom: 
Trying to split cluster 1 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -622914.062500 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -622914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -617935.562500 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -617935.6 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -619378.937500 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -619378.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -619787.062500 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -619787.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -620091.187500 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -620091.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -620295.062500 Penalty: 4298.998535
	Iteration 4F: 3 clusters Score -620295.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -620480.812500 Penalty: 4298.998535
	Iteration 5Q: 3 clusters Score -620480.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -620651.375000 Penalty: 4298.998535
	Iteration 6Q: 3 clusters Score -620651.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -620838.312500 Penalty: 4298.998535
	Iteration 7Q: 3 clusters Score -620838.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -620975.937500 Penalty: 4298.998535
	Iteration 8Q: 3 clusters Score -620975.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -621051.187500 Penalty: 4298.998535
	Iteration 9Q: 3 clusters Score -621051.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -621108.937500 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -621108.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -621150.250000 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -621150.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -621185.625000 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -621185.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -621217.437500 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -621217.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -621245.937500 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -621245.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -621272.312500 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -621272.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -621294.437500 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -621294.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -621315.812500 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -621315.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -621333.750000 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -621333.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -621353.062500 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -621353.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -621367.562500 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -621367.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -621380.312500 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -621380.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -621392.125000 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -621392.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -621399.375000 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -621399.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -621413.812500 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -621413.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -621430.625000 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -621430.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -621444.125000 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -621444.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -621461.125000 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -621461.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -621480.250000 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -621480.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -621496.062500 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -621496.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -621511.125000 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -621511.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -621523.687500 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -621523.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -621532.687500 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -621532.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -621539.687500 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -621539.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -621545.375000 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -621545.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -621552.750000 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -621552.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -621556.812500 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -621556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -621560.562500 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -621560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -621563.062500 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -621563.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -621565.687500 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -621565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -621565.375000 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -621565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -621566.687500 Penalty: 4298.998535
	Iteration 41Q: 3 clusters Score -621566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -621566.750000 Penalty: 4298.998535
	Iteration 42Q: 3 clusters Score -621566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -621568.125000 Penalty: 4298.998535
	Iteration 43Q: 3 clusters Score -621568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -621569.875000 Penalty: 4298.998535
	Iteration 44Q: 3 clusters Score -621569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -621575.125000 Penalty: 4298.998535
	Iteration 45Q: 3 clusters Score -621575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -621579.687500 Penalty: 4298.998535
	Iteration 46Q: 3 clusters Score -621579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -621581.250000 Penalty: 4298.998535
	Iteration 47Q: 3 clusters Score -621581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -621583.062500 Penalty: 4298.998535
	Iteration 48Q: 3 clusters Score -621583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -621588.812500 Penalty: 4298.998535
	Iteration 49Q: 3 clusters Score -621588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -621593.875000 Penalty: 4298.998535
	Iteration 50Q: 3 clusters Score -621593.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -621598.000000 Penalty: 4298.998535
	Iteration 51Q: 3 clusters Score -621598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -621599.625000 Penalty: 4298.998535
	Iteration 52Q: 3 clusters Score -621599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -621601.000000 Penalty: 4298.998535
	Iteration 53Q: 3 clusters Score -621601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -621605.687500 Penalty: 4298.998535
	Iteration 54Q: 3 clusters Score -621605.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -621608.875000 Penalty: 4298.998535
	Iteration 55Q: 3 clusters Score -621608.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -621615.500000 Penalty: 4298.998535
	Iteration 56Q: 3 clusters Score -621615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -621619.562500 Penalty: 4298.998535
	Iteration 57Q: 3 clusters Score -621619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -621621.250000 Penalty: 4298.998535
	Iteration 58Q: 3 clusters Score -621621.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -621626.250000 Penalty: 4298.998535
	Iteration 59Q: 3 clusters Score -621626.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -621628.187500 Penalty: 4298.998535
	Iteration 60F: 3 clusters Score -621628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -621632.312500 Penalty: 4298.998535
	Iteration 61Q: 3 clusters Score -621632.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -621632.750000 Penalty: 4298.998535
	Iteration 62Q: 3 clusters Score -621632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -621634.937500 Penalty: 4298.998535
	Iteration 63Q: 3 clusters Score -621634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -621636.750000 Penalty: 4298.998535
	Iteration 64Q: 3 clusters Score -621636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -621637.250000 Penalty: 4298.998535
	Iteration 65Q: 3 clusters Score -621637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -621639.312500 Penalty: 4298.998535
	Iteration 66Q: 3 clusters Score -621639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -621638.250000 Penalty: 4298.998535
	Iteration 67Q: 3 clusters Score -621638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -621638.250000 Penalty: 4298.998535
	Iteration 68F: 3 clusters Score -621638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Entering Unmasked Estep 
Score: -6613803.000000 Penalty: 2697.451172
	Iteration 0F: 2 clusters Score -6613803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6577984.500000 Penalty: 5394.902344
	Iteration 0F: 3 clusters Score -6577984 nChanged 24525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6591917.000000 Penalty: 5394.902344
	Iteration 1F: 3 clusters Score -6591917 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6593199.500000 Penalty: 5394.902344
	Iteration 2Q: 3 clusters Score -6593200 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -6595189.000000 Penalty: 5394.902344
	Iteration 3F: 3 clusters Score -6595189 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6597642.000000 Penalty: 5394.902344
	Iteration 4F: 3 clusters Score -6597642 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6600464.000000 Penalty: 5394.902344
	Iteration 5F: 3 clusters Score -6600464 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -6603205.000000 Penalty: 5394.902344
	Iteration 6F: 3 clusters Score -6603205 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6605373.500000 Penalty: 5394.902344
	Iteration 7F: 3 clusters Score -6605374 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -6606703.500000 Penalty: 5394.902344
	Iteration 8Q: 3 clusters Score -6606704 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -6607463.000000 Penalty: 5394.902344
	Iteration 9Q: 3 clusters Score -6607463 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -6607984.500000 Penalty: 5394.902344
	Iteration 10Q: 3 clusters Score -6607984 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6608387.500000 Penalty: 5394.902344
	Iteration 11Q: 3 clusters Score -6608388 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6608676.000000 Penalty: 5394.902344
	Iteration 12Q: 3 clusters Score -6608676 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -6608942.000000 Penalty: 5394.902344
	Iteration 13Q: 3 clusters Score -6608942 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6609274.500000 Penalty: 5394.902344
	Iteration 14Q: 3 clusters Score -6609274 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -6609568.500000 Penalty: 5394.902344
	Iteration 15Q: 3 clusters Score -6609568 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -6609868.000000 Penalty: 5394.902344
	Iteration 16Q: 3 clusters Score -6609868 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6610190.500000 Penalty: 5394.902344
	Iteration 17Q: 3 clusters Score -6610190 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -6610508.000000 Penalty: 5394.902344
	Iteration 18Q: 3 clusters Score -6610508 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6610848.500000 Penalty: 5394.902344
	Iteration 19Q: 3 clusters Score -6610848 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6611213.500000 Penalty: 5394.902344
	Iteration 20F: 3 clusters Score -6611214 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6611596.500000 Penalty: 5394.902344
	Iteration 21Q: 3 clusters Score -6611596 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6611944.500000 Penalty: 5394.902344
	Iteration 22Q: 3 clusters Score -6611944 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -6612253.500000 Penalty: 5394.902344
	Iteration 23Q: 3 clusters Score -6612254 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -6612475.500000 Penalty: 5394.902344
	Iteration 24Q: 3 clusters Score -6612476 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6612679.500000 Penalty: 5394.902344
	Iteration 25Q: 3 clusters Score -6612680 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6612901.000000 Penalty: 5394.902344
	Iteration 26Q: 3 clusters Score -6612901 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -6613028.000000 Penalty: 5394.902344
	Iteration 27Q: 3 clusters Score -6613028 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6613107.500000 Penalty: 5394.902344
	Iteration 28Q: 3 clusters Score -6613108 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6613225.500000 Penalty: 5394.902344
	Iteration 29Q: 3 clusters Score -6613226 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6613317.500000 Penalty: 5394.902344
	Iteration 30Q: 3 clusters Score -6613318 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6613394.500000 Penalty: 5394.902344
	Iteration 31Q: 3 clusters Score -6613394 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6613450.500000 Penalty: 5394.902344
	Iteration 32Q: 3 clusters Score -6613450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6613516.000000 Penalty: 5394.902344
	Iteration 33Q: 3 clusters Score -6613516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -6613533.000000 Penalty: 5394.902344
	Iteration 34Q: 3 clusters Score -6613533 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6613574.500000 Penalty: 5394.902344
	Iteration 35Q: 3 clusters Score -6613574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6613648.000000 Penalty: 5394.902344
	Iteration 36Q: 3 clusters Score -6613648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6613690.000000 Penalty: 5394.902344
	Iteration 37Q: 3 clusters Score -6613690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -6613735.000000 Penalty: 5394.902344
	Iteration 38Q: 3 clusters Score -6613735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6613772.500000 Penalty: 5394.902344
	Iteration 39Q: 3 clusters Score -6613772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -6613821.000000 Penalty: 5394.902344
	Iteration 40F: 3 clusters Score -6613821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -6613848.500000 Penalty: 5394.902344
	Iteration 41Q: 3 clusters Score -6613848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -6613866.500000 Penalty: 5394.902344
	Iteration 42Q: 3 clusters Score -6613866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6613915.500000 Penalty: 5394.902344
	Iteration 43Q: 3 clusters Score -6613916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6613941.000000 Penalty: 5394.902344
	Iteration 44Q: 3 clusters Score -6613941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6613974.000000 Penalty: 5394.902344
	Iteration 45Q: 3 clusters Score -6613974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -6614017.000000 Penalty: 5394.902344
	Iteration 46Q: 3 clusters Score -6614017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6614063.500000 Penalty: 5394.902344
	Iteration 47Q: 3 clusters Score -6614064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6614101.500000 Penalty: 5394.902344
	Iteration 48Q: 3 clusters Score -6614102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6614122.000000 Penalty: 5394.902344
	Iteration 49Q: 3 clusters Score -6614122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6614175.500000 Penalty: 5394.902344
	Iteration 50Q: 3 clusters Score -6614176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6614217.000000 Penalty: 5394.902344
	Iteration 51Q: 3 clusters Score -6614217 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6614259.000000 Penalty: 5394.902344
	Iteration 52Q: 3 clusters Score -6614259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6614306.500000 Penalty: 5394.902344
	Iteration 53Q: 3 clusters Score -6614306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6614335.500000 Penalty: 5394.902344
	Iteration 54Q: 3 clusters Score -6614336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6614370.000000 Penalty: 5394.902344
	Iteration 55Q: 3 clusters Score -6614370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -6614389.000000 Penalty: 5394.902344
	Iteration 56Q: 3 clusters Score -6614389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -6614403.500000 Penalty: 5394.902344
	Iteration 57Q: 3 clusters Score -6614404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6614432.500000 Penalty: 5394.902344
	Iteration 58Q: 3 clusters Score -6614432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -6614432.500000 Penalty: 5394.902344
	Iteration 59Q: 3 clusters Score -6614432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6614453.500000 Penalty: 5394.902344
	Iteration 60F: 3 clusters Score -6614454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -6614461.000000 Penalty: 5394.902344
	Iteration 61Q: 3 clusters Score -6614461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6614469.500000 Penalty: 5394.902344
	Iteration 62Q: 3 clusters Score -6614470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6614472.500000 Penalty: 5394.902344
	Iteration 63Q: 3 clusters Score -6614472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6614478.500000 Penalty: 5394.902344
	Iteration 64Q: 3 clusters Score -6614478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -6614487.000000 Penalty: 5394.902344
	Iteration 65Q: 3 clusters Score -6614487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6614484.000000 Penalty: 5394.902344
	Iteration 66Q: 3 clusters Score -6614484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6614484.500000 Penalty: 5394.902344
	Iteration 67Q: 3 clusters Score -6614484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -6614498.500000 Penalty: 5394.902344
	Iteration 68Q: 3 clusters Score -6614498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -6614497.000000 Penalty: 5394.902344
	Iteration 69Q: 3 clusters Score -6614497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6614510.500000 Penalty: 5394.902344
	Iteration 70Q: 3 clusters Score -6614510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6614504.500000 Penalty: 5394.902344
	Iteration 71Q: 3 clusters Score -6614504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -6614508.500000 Penalty: 5394.902344
	Iteration 72Q: 3 clusters Score -6614508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -6614505.500000 Penalty: 5394.902344
	Iteration 73Q: 3 clusters Score -6614506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6614503.000000 Penalty: 5394.902344
	Iteration 74Q: 3 clusters Score -6614503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6614507.000000 Penalty: 5394.902344
	Iteration 75Q: 3 clusters Score -6614507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6614507.000000 Penalty: 5394.902344
	Iteration 76F: 3 clusters Score -6614507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 49806 members 
Entering Unmasked Estep 
Score: -104946632.000000 Penalty: 104869.828125
Splitting cluster 2 changes total score from -104946960.000000 to -104946632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -806008.125000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -806008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -800520.812500 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -800520.8 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -801910.312500 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -801910.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -802136.937500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -802136.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -802272.125000 Penalty: 4358.385254
	Iteration 3Q: 3 clusters Score -802272.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -802365.875000 Penalty: 4358.385254
	Iteration 4Q: 3 clusters Score -802365.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -802452.250000 Penalty: 4358.385254
	Iteration 5Q: 3 clusters Score -802452.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -802525.687500 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -802525.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -802588.750000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -802588.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -802638.750000 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -802638.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -802684.875000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -802684.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -802728.312500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -802728.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -802767.625000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -802767.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -802794.125000 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -802794.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -802820.437500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -802820.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -802843.437500 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -802843.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -802868.687500 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -802868.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -802890.937500 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -802890.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -802915.437500 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -802915.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -802930.375000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -802930.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -802947.000000 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -802947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -802966.250000 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -802966.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -802979.875000 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -802979.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -802993.687500 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -802993.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -803006.937500 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -803006.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -803022.687500 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -803022.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -803039.250000 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -803039.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -803052.250000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -803052.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -803066.312500 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -803066.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -803078.437500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -803078.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -803087.312500 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -803087.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -803096.125000 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -803096.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -803105.937500 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -803105.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -803121.750000 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -803121.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -803136.437500 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -803136.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -803148.937500 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -803148.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -803163.750000 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -803163.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -803180.937500 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -803180.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -803194.312500 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -803194.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -803210.750000 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -803210.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -803227.437500 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -803227.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -803249.000000 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -803249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -803274.875000 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -803274.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -803297.250000 Penalty: 4358.385254
	Iteration 42Q: 3 clusters Score -803297.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -803315.375000 Penalty: 4358.385254
	Iteration 43Q: 3 clusters Score -803315.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -803333.062500 Penalty: 4358.385254
	Iteration 44Q: 3 clusters Score -803333.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -803349.500000 Penalty: 4358.385254
	Iteration 45Q: 3 clusters Score -803349.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -803370.750000 Penalty: 4358.385254
	Iteration 46Q: 3 clusters Score -803370.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -803400.250000 Penalty: 4358.385254
	Iteration 47Q: 3 clusters Score -803400.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -803423.812500 Penalty: 4358.385254
	Iteration 48Q: 3 clusters Score -803423.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -803453.687500 Penalty: 4358.385254
	Iteration 49Q: 3 clusters Score -803453.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -803480.437500 Penalty: 4358.385254
	Iteration 50Q: 3 clusters Score -803480.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -803514.750000 Penalty: 4358.385254
	Iteration 51Q: 3 clusters Score -803514.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -803538.625000 Penalty: 4358.385254
	Iteration 52Q: 3 clusters Score -803538.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -803568.250000 Penalty: 4358.385254
	Iteration 53Q: 3 clusters Score -803568.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -803594.125000 Penalty: 4358.385254
	Iteration 54Q: 3 clusters Score -803594.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -803620.625000 Penalty: 4358.385254
	Iteration 55Q: 3 clusters Score -803620.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -803646.562500 Penalty: 4358.385254
	Iteration 56Q: 3 clusters Score -803646.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -803664.750000 Penalty: 4358.385254
	Iteration 57Q: 3 clusters Score -803664.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -803686.062500 Penalty: 4358.385254
	Iteration 58Q: 3 clusters Score -803686.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -803711.062500 Penalty: 4358.385254
	Iteration 59Q: 3 clusters Score -803711.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -803747.375000 Penalty: 4358.385254
	Iteration 60F: 3 clusters Score -803747.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -803780.687500 Penalty: 4358.385254
	Iteration 61Q: 3 clusters Score -803780.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -803825.125000 Penalty: 4358.385254
	Iteration 62Q: 3 clusters Score -803825.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -803887.000000 Penalty: 4358.385254
	Iteration 63Q: 3 clusters Score -803887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -803936.812500 Penalty: 4358.385254
	Iteration 64Q: 3 clusters Score -803936.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -803980.000000 Penalty: 4358.385254
	Iteration 65Q: 3 clusters Score -803980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -804016.062500 Penalty: 4358.385254
	Iteration 66Q: 3 clusters Score -804016.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -804037.750000 Penalty: 4358.385254
	Iteration 67Q: 3 clusters Score -804037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -804060.500000 Penalty: 4358.385254
	Iteration 68Q: 3 clusters Score -804060.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -804079.437500 Penalty: 4358.385254
	Iteration 69Q: 3 clusters Score -804079.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -804089.187500 Penalty: 4358.385254
	Iteration 70Q: 3 clusters Score -804089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -804094.312500 Penalty: 4358.385254
	Iteration 71Q: 3 clusters Score -804094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -804100.125000 Penalty: 4358.385254
	Iteration 72Q: 3 clusters Score -804100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -804108.187500 Penalty: 4358.385254
	Iteration 73Q: 3 clusters Score -804108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -804113.562500 Penalty: 4358.385254
	Iteration 74Q: 3 clusters Score -804113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -804116.000000 Penalty: 4358.385254
	Iteration 75Q: 3 clusters Score -804116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -804116.687500 Penalty: 4358.385254
	Iteration 76Q: 3 clusters Score -804116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -804117.250000 Penalty: 4358.385254
	Iteration 77Q: 3 clusters Score -804117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -804119.250000 Penalty: 4358.385254
	Iteration 78Q: 3 clusters Score -804119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -804119.625000 Penalty: 4358.385254
	Iteration 79Q: 3 clusters Score -804119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -804123.437500 Penalty: 4358.385254
	Iteration 80F: 3 clusters Score -804123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -804123.250000 Penalty: 4358.385254
	Iteration 81Q: 3 clusters Score -804123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -804124.875000 Penalty: 4358.385254
	Iteration 82Q: 3 clusters Score -804124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -804126.562500 Penalty: 4358.385254
	Iteration 83Q: 3 clusters Score -804126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -804130.375000 Penalty: 4358.385254
	Iteration 84Q: 3 clusters Score -804130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -804134.125000 Penalty: 4358.385254
	Iteration 85Q: 3 clusters Score -804134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -804136.062500 Penalty: 4358.385254
	Iteration 86Q: 3 clusters Score -804136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -804136.875000 Penalty: 4358.385254
	Iteration 87Q: 3 clusters Score -804136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -804136.875000 Penalty: 4358.385254
	Iteration 88F: 3 clusters Score -804136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Entering Unmasked Estep 
Score: -1827359.625000 Penalty: 2375.507080
	Iteration 0F: 2 clusters Score -1827360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1816897.000000 Penalty: 4751.014160
	Iteration 0F: 3 clusters Score -1816897 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1820193.750000 Penalty: 4751.014160
	Iteration 1F: 3 clusters Score -1820194 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1820607.125000 Penalty: 4751.014160
	Iteration 2F: 3 clusters Score -1820607 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1820923.125000 Penalty: 4751.014160
	Iteration 3F: 3 clusters Score -1820923 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1821187.000000 Penalty: 4751.014160
	Iteration 4Q: 3 clusters Score -1821187 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1821445.375000 Penalty: 4751.014160
	Iteration 5Q: 3 clusters Score -1821445 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1821704.250000 Penalty: 4751.014160
	Iteration 6Q: 3 clusters Score -1821704 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1822015.000000 Penalty: 4751.014160
	Iteration 7Q: 3 clusters Score -1822015 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1822393.250000 Penalty: 4751.014160
	Iteration 8Q: 3 clusters Score -1822393 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1822816.375000 Penalty: 4751.014160
	Iteration 9Q: 3 clusters Score -1822816 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1823291.125000 Penalty: 4751.014160
	Iteration 10Q: 3 clusters Score -1823291 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1823763.000000 Penalty: 4751.014160
	Iteration 11Q: 3 clusters Score -1823763 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1824174.625000 Penalty: 4751.014160
	Iteration 12Q: 3 clusters Score -1824175 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1824492.125000 Penalty: 4751.014160
	Iteration 13Q: 3 clusters Score -1824492 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1824720.625000 Penalty: 4751.014160
	Iteration 14Q: 3 clusters Score -1824721 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1824883.125000 Penalty: 4751.014160
	Iteration 15Q: 3 clusters Score -1824883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1824970.125000 Penalty: 4751.014160
	Iteration 16Q: 3 clusters Score -1824970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1825041.625000 Penalty: 4751.014160
	Iteration 17Q: 3 clusters Score -1825042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1825099.375000 Penalty: 4751.014160
	Iteration 18Q: 3 clusters Score -1825099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1825144.500000 Penalty: 4751.014160
	Iteration 19Q: 3 clusters Score -1825144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1825176.625000 Penalty: 4751.014160
	Iteration 20F: 3 clusters Score -1825177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1825218.375000 Penalty: 4751.014160
	Iteration 21Q: 3 clusters Score -1825218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1825244.250000 Penalty: 4751.014160
	Iteration 22Q: 3 clusters Score -1825244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1825267.875000 Penalty: 4751.014160
	Iteration 23Q: 3 clusters Score -1825268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1825276.500000 Penalty: 4751.014160
	Iteration 24Q: 3 clusters Score -1825276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1825290.750000 Penalty: 4751.014160
	Iteration 25Q: 3 clusters Score -1825291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1825301.625000 Penalty: 4751.014160
	Iteration 26Q: 3 clusters Score -1825302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1825314.125000 Penalty: 4751.014160
	Iteration 27Q: 3 clusters Score -1825314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1825328.750000 Penalty: 4751.014160
	Iteration 28Q: 3 clusters Score -1825329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1825340.625000 Penalty: 4751.014160
	Iteration 29Q: 3 clusters Score -1825341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1825349.000000 Penalty: 4751.014160
	Iteration 30Q: 3 clusters Score -1825349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1825356.125000 Penalty: 4751.014160
	Iteration 31Q: 3 clusters Score -1825356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1825367.500000 Penalty: 4751.014160
	Iteration 32Q: 3 clusters Score -1825368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1825375.000000 Penalty: 4751.014160
	Iteration 33Q: 3 clusters Score -1825375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1825381.625000 Penalty: 4751.014160
	Iteration 34Q: 3 clusters Score -1825382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1825385.375000 Penalty: 4751.014160
	Iteration 35Q: 3 clusters Score -1825385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1825387.125000 Penalty: 4751.014160
	Iteration 36Q: 3 clusters Score -1825387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1825387.125000 Penalty: 4751.014160
	Iteration 37F: 3 clusters Score -1825387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -306120.937500 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -306120.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -303030.437500 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -303030.4 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -303978.625000 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -303978.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -304446.156250 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -304446.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304717.375000 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -304717.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -304925.406250 Penalty: 3975.438232
	Iteration 4F: 3 clusters Score -304925.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305126.468750 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -305126.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -305326.093750 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -305326.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -305489.156250 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -305489.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305617.531250 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -305617.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -305765.375000 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -305765.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -305900.656250 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -305900.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -306065.812500 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -306065.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306210.656250 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -306210.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -306327.312500 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -306327.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -306406.906250 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -306406.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -306461.687500 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -306461.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -306506.281250 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -306506.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -306532.187500 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -306532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -306544.375000 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -306544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -306549.218750 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -306549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -306595.437500 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -306595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -306650.906250 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -306650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -306713.093750 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -306713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -306743.906250 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -306743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -306763.562500 Penalty: 3975.438232
	Iteration 24Q: 3 clusters Score -306763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -306770.218750 Penalty: 3975.438232
	Iteration 25Q: 3 clusters Score -306770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -306774.312500 Penalty: 3975.438232
	Iteration 26Q: 3 clusters Score -306774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -306775.281250 Penalty: 3975.438232
	Iteration 27Q: 3 clusters Score -306775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -306775.843750 Penalty: 3975.438232
	Iteration 28Q: 3 clusters Score -306775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -306781.781250 Penalty: 3975.438232
	Iteration 29F: 3 clusters Score -306781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -306784.031250 Penalty: 3975.438232
	Iteration 30Q: 3 clusters Score -306784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -306784.031250 Penalty: 3975.438232
	Iteration 31F: 3 clusters Score -306784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 433 members 
Entering Unmasked Estep 
Score: -104945984.000000 Penalty: 104869.828125
Splitting cluster 5 changes total score from -104946960.000000 to -104945984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Entering Unmasked Estep 
Score: -6576263.000000 Penalty: 2684.102295
	Iteration 0F: 2 clusters Score -6576263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -6542431.500000 Penalty: 5368.204590
	Iteration 0F: 3 clusters Score -6542432 nChanged 23100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -6555576.500000 Penalty: 5368.204590
	Iteration 1F: 3 clusters Score -6555576 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -6556252.500000 Penalty: 5368.204590
	Iteration 2Q: 3 clusters Score -6556252 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6557015.500000 Penalty: 5368.204590
	Iteration 3Q: 3 clusters Score -6557016 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6558023.500000 Penalty: 5368.204590
	Iteration 4Q: 3 clusters Score -6558024 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6559438.000000 Penalty: 5368.204590
	Iteration 5Q: 3 clusters Score -6559438 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6561635.000000 Penalty: 5368.204590
	Iteration 6F: 3 clusters Score -6561635 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -6565086.500000 Penalty: 5368.204590
	Iteration 7F: 3 clusters Score -6565086 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6568998.000000 Penalty: 5368.204590
	Iteration 8F: 3 clusters Score -6568998 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6571668.000000 Penalty: 5368.204590
	Iteration 9F: 3 clusters Score -6571668 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6572958.500000 Penalty: 5368.204590
	Iteration 10Q: 3 clusters Score -6572958 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6573774.500000 Penalty: 5368.204590
	Iteration 11Q: 3 clusters Score -6573774 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -6574540.500000 Penalty: 5368.204590
	Iteration 12Q: 3 clusters Score -6574540 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -6575334.500000 Penalty: 5368.204590
	Iteration 13Q: 3 clusters Score -6575334 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -6576085.000000 Penalty: 5368.204590
	Iteration 14Q: 3 clusters Score -6576085 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -6576601.500000 Penalty: 5368.204590
	Iteration 15Q: 3 clusters Score -6576602 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6576995.500000 Penalty: 5368.204590
	Iteration 16Q: 3 clusters Score -6576996 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -6577184.000000 Penalty: 5368.204590
	Iteration 17Q: 3 clusters Score -6577184 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6577356.500000 Penalty: 5368.204590
	Iteration 18Q: 3 clusters Score -6577356 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -6577439.000000 Penalty: 5368.204590
	Iteration 19Q: 3 clusters Score -6577439 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6577518.000000 Penalty: 5368.204590
	Iteration 20F: 3 clusters Score -6577518 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -6577564.000000 Penalty: 5368.204590
	Iteration 21Q: 3 clusters Score -6577564 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -6577584.500000 Penalty: 5368.204590
	Iteration 22Q: 3 clusters Score -6577584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -6577610.500000 Penalty: 5368.204590
	Iteration 23Q: 3 clusters Score -6577610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6577610.500000 Penalty: 5368.204590
	Iteration 24Q: 3 clusters Score -6577610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6577603.500000 Penalty: 5368.204590
	Iteration 25Q: 3 clusters Score -6577604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -6577619.000000 Penalty: 5368.204590
	Iteration 26Q: 3 clusters Score -6577619 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -6577628.000000 Penalty: 5368.204590
	Iteration 27Q: 3 clusters Score -6577628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -6577638.500000 Penalty: 5368.204590
	Iteration 28Q: 3 clusters Score -6577638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6577655.000000 Penalty: 5368.204590
	Iteration 29Q: 3 clusters Score -6577655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -6577648.500000 Penalty: 5368.204590
	Iteration 30Q: 3 clusters Score -6577648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -6577658.000000 Penalty: 5368.204590
	Iteration 31Q: 3 clusters Score -6577658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6577657.500000 Penalty: 5368.204590
	Iteration 32Q: 3 clusters Score -6577658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -6577644.000000 Penalty: 5368.204590
	Iteration 33Q: 3 clusters Score -6577644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -6577649.500000 Penalty: 5368.204590
	Iteration 34Q: 3 clusters Score -6577650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6577665.500000 Penalty: 5368.204590
	Iteration 35Q: 3 clusters Score -6577666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -6577660.000000 Penalty: 5368.204590
	Iteration 36Q: 3 clusters Score -6577660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -6577663.500000 Penalty: 5368.204590
	Iteration 37Q: 3 clusters Score -6577664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6577645.000000 Penalty: 5368.204590
	Iteration 38Q: 3 clusters Score -6577645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -6577639.500000 Penalty: 5368.204590
	Iteration 39Q: 3 clusters Score -6577640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -6577649.500000 Penalty: 5368.204590
	Iteration 40F: 3 clusters Score -6577650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -6577646.000000 Penalty: 5368.204590
	Iteration 41Q: 3 clusters Score -6577646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6577645.000000 Penalty: 5368.204590
	Iteration 42Q: 3 clusters Score -6577645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6577641.000000 Penalty: 5368.204590
	Iteration 43Q: 3 clusters Score -6577641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -6577643.000000 Penalty: 5368.204590
	Iteration 44Q: 3 clusters Score -6577643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6577648.500000 Penalty: 5368.204590
	Iteration 45Q: 3 clusters Score -6577648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -6577651.500000 Penalty: 5368.204590
	Iteration 46Q: 3 clusters Score -6577652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6577651.000000 Penalty: 5368.204590
	Iteration 47Q: 3 clusters Score -6577651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -6577651.000000 Penalty: 5368.204590
	Iteration 48Q: 3 clusters Score -6577651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6577641.000000 Penalty: 5368.204590
	Iteration 49Q: 3 clusters Score -6577641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -6577640.500000 Penalty: 5368.204590
	Iteration 50Q: 3 clusters Score -6577640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6577640.000000 Penalty: 5368.204590
	Iteration 51Q: 3 clusters Score -6577640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6577638.500000 Penalty: 5368.204590
	Iteration 52Q: 3 clusters Score -6577638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6577638.500000 Penalty: 5368.204590
	Iteration 53F: 3 clusters Score -6577638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 32732 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 17429 members 
Entering Unmasked Estep 
Score: -104947232.000000 Penalty: 104869.828125
Splitting cluster 6 changes total score from -104946960.000000 to -104947232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -528108.750000 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -528108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -524038.031250 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -524038 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -525069.625000 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -525069.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -525486.562500 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -525486.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -525948.000000 Penalty: 4159.654785
	Iteration 3F: 3 clusters Score -525948 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -526421.375000 Penalty: 4159.654785
	Iteration 4F: 3 clusters Score -526421.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -526813.812500 Penalty: 4159.654785
	Iteration 5F: 3 clusters Score -526813.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -527118.000000 Penalty: 4159.654785
	Iteration 6F: 3 clusters Score -527118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -527366.437500 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -527366.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -527515.500000 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -527515.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -527603.125000 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -527603.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -527665.562500 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -527665.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -527705.812500 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -527705.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -527732.375000 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -527732.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -527747.375000 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -527747.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -527764.500000 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -527764.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527776.687500 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -527776.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -527786.750000 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -527786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -527796.062500 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -527796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -527803.125000 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -527803.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -527814.375000 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -527814.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -527821.562500 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -527821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -527828.625000 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -527828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -527835.000000 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -527835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -527839.937500 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -527839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -527848.250000 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -527848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -527852.375000 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -527852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -527857.562500 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -527857.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -527861.625000 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -527861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -527863.437500 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -527863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -527866.437500 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -527866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -527871.625000 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -527871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -527873.375000 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -527873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -527879.562500 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -527879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -527883.875000 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -527883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -527885.875000 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -527885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -527888.312500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -527888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -527891.125000 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -527891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -527891.750000 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -527891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -527892.375000 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -527892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -527893.812500 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -527893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -527896.062500 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -527896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -527896.312500 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -527896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -527895.812500 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -527895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -527896.875000 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -527896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -527899.437500 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -527899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -527900.875000 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -527900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -527902.500000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -527902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -527903.687500 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -527903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -527904.187500 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -527904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -527904.437500 Penalty: 4159.654785
	Iteration 49Q: 3 clusters Score -527904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -527904.437500 Penalty: 4159.654785
	Iteration 50F: 3 clusters Score -527904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Entering Unmasked Estep 
Score: -4393263.500000 Penalty: 2583.066895
	Iteration 0F: 2 clusters Score -4393264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4370416.500000 Penalty: 5166.133789
	Iteration 0F: 3 clusters Score -4370416 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4378695.000000 Penalty: 5166.133789
	Iteration 1F: 3 clusters Score -4378695 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4379192.000000 Penalty: 5166.133789
	Iteration 2Q: 3 clusters Score -4379192 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4379817.500000 Penalty: 5166.133789
	Iteration 3Q: 3 clusters Score -4379818 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4380639.000000 Penalty: 5166.133789
	Iteration 4F: 3 clusters Score -4380639 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4381849.500000 Penalty: 5166.133789
	Iteration 5F: 3 clusters Score -4381850 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4383554.000000 Penalty: 5166.133789
	Iteration 6F: 3 clusters Score -4383554 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4385700.500000 Penalty: 5166.133789
	Iteration 7F: 3 clusters Score -4385700 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4387833.500000 Penalty: 5166.133789
	Iteration 8F: 3 clusters Score -4387834 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4389487.500000 Penalty: 5166.133789
	Iteration 9Q: 3 clusters Score -4389488 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4390348.000000 Penalty: 5166.133789
	Iteration 10Q: 3 clusters Score -4390348 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4390740.500000 Penalty: 5166.133789
	Iteration 11Q: 3 clusters Score -4390740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4390901.500000 Penalty: 5166.133789
	Iteration 12Q: 3 clusters Score -4390902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4391001.000000 Penalty: 5166.133789
	Iteration 13Q: 3 clusters Score -4391001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4391061.500000 Penalty: 5166.133789
	Iteration 14Q: 3 clusters Score -4391062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4391114.000000 Penalty: 5166.133789
	Iteration 15Q: 3 clusters Score -4391114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4391133.000000 Penalty: 5166.133789
	Iteration 16Q: 3 clusters Score -4391133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4391148.500000 Penalty: 5166.133789
	Iteration 17Q: 3 clusters Score -4391148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4391152.000000 Penalty: 5166.133789
	Iteration 18Q: 3 clusters Score -4391152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4391164.500000 Penalty: 5166.133789
	Iteration 19Q: 3 clusters Score -4391164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4391174.000000 Penalty: 5166.133789
	Iteration 20F: 3 clusters Score -4391174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4391186.500000 Penalty: 5166.133789
	Iteration 21Q: 3 clusters Score -4391186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4391205.500000 Penalty: 5166.133789
	Iteration 22Q: 3 clusters Score -4391206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4391211.000000 Penalty: 5166.133789
	Iteration 23Q: 3 clusters Score -4391211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4391214.500000 Penalty: 5166.133789
	Iteration 24Q: 3 clusters Score -4391214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4391224.500000 Penalty: 5166.133789
	Iteration 25Q: 3 clusters Score -4391224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4391225.500000 Penalty: 5166.133789
	Iteration 26Q: 3 clusters Score -4391226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4391225.500000 Penalty: 5166.133789
	Iteration 27F: 3 clusters Score -4391226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -512387.937500 Penalty: 2065.515625
	Iteration 0F: 2 clusters Score -512387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -508433.437500 Penalty: 4131.031250
	Iteration 0F: 3 clusters Score -508433.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -509300.593750 Penalty: 4131.031250
	Iteration 1F: 3 clusters Score -509300.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -509486.062500 Penalty: 4131.031250
	Iteration 2F: 3 clusters Score -509486.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -509587.031250 Penalty: 4131.031250
	Iteration 3Q: 3 clusters Score -509587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -509656.500000 Penalty: 4131.031250
	Iteration 4Q: 3 clusters Score -509656.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -509706.031250 Penalty: 4131.031250
	Iteration 5Q: 3 clusters Score -509706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -509733.125000 Penalty: 4131.031250
	Iteration 6Q: 3 clusters Score -509733.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -509755.312500 Penalty: 4131.031250
	Iteration 7Q: 3 clusters Score -509755.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -509772.781250 Penalty: 4131.031250
	Iteration 8Q: 3 clusters Score -509772.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -509782.437500 Penalty: 4131.031250
	Iteration 9Q: 3 clusters Score -509782.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -509795.343750 Penalty: 4131.031250
	Iteration 10Q: 3 clusters Score -509795.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -509804.625000 Penalty: 4131.031250
	Iteration 11Q: 3 clusters Score -509804.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -509814.750000 Penalty: 4131.031250
	Iteration 12Q: 3 clusters Score -509814.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -509823.906250 Penalty: 4131.031250
	Iteration 13Q: 3 clusters Score -509823.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -509833.625000 Penalty: 4131.031250
	Iteration 14Q: 3 clusters Score -509833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -509843.531250 Penalty: 4131.031250
	Iteration 15Q: 3 clusters Score -509843.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -509855.531250 Penalty: 4131.031250
	Iteration 16Q: 3 clusters Score -509855.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -509865.687500 Penalty: 4131.031250
	Iteration 17Q: 3 clusters Score -509865.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -509876.093750 Penalty: 4131.031250
	Iteration 18Q: 3 clusters Score -509876.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -509884.781250 Penalty: 4131.031250
	Iteration 19Q: 3 clusters Score -509884.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -509890.343750 Penalty: 4131.031250
	Iteration 20F: 3 clusters Score -509890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -509896.906250 Penalty: 4131.031250
	Iteration 21Q: 3 clusters Score -509896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -509903.750000 Penalty: 4131.031250
	Iteration 22Q: 3 clusters Score -509903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -509908.406250 Penalty: 4131.031250
	Iteration 23Q: 3 clusters Score -509908.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -509914.218750 Penalty: 4131.031250
	Iteration 24Q: 3 clusters Score -509914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -509919.968750 Penalty: 4131.031250
	Iteration 25Q: 3 clusters Score -509920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -509928.000000 Penalty: 4131.031250
	Iteration 26Q: 3 clusters Score -509928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -509938.343750 Penalty: 4131.031250
	Iteration 27Q: 3 clusters Score -509938.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -509953.406250 Penalty: 4131.031250
	Iteration 28Q: 3 clusters Score -509953.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -509971.343750 Penalty: 4131.031250
	Iteration 29Q: 3 clusters Score -509971.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -509986.562500 Penalty: 4131.031250
	Iteration 30Q: 3 clusters Score -509986.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -510001.093750 Penalty: 4131.031250
	Iteration 31Q: 3 clusters Score -510001.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -510025.218750 Penalty: 4131.031250
	Iteration 32Q: 3 clusters Score -510025.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -510049.343750 Penalty: 4131.031250
	Iteration 33Q: 3 clusters Score -510049.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -510064.687500 Penalty: 4131.031250
	Iteration 34Q: 3 clusters Score -510064.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -510079.843750 Penalty: 4131.031250
	Iteration 35Q: 3 clusters Score -510079.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -510099.281250 Penalty: 4131.031250
	Iteration 36Q: 3 clusters Score -510099.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -510120.093750 Penalty: 4131.031250
	Iteration 37Q: 3 clusters Score -510120.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -510144.343750 Penalty: 4131.031250
	Iteration 38Q: 3 clusters Score -510144.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -510168.312500 Penalty: 4131.031250
	Iteration 39Q: 3 clusters Score -510168.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -510196.687500 Penalty: 4131.031250
	Iteration 40F: 3 clusters Score -510196.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -510224.843750 Penalty: 4131.031250
	Iteration 41Q: 3 clusters Score -510224.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -510253.468750 Penalty: 4131.031250
	Iteration 42Q: 3 clusters Score -510253.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -510274.593750 Penalty: 4131.031250
	Iteration 43Q: 3 clusters Score -510274.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -510292.375000 Penalty: 4131.031250
	Iteration 44Q: 3 clusters Score -510292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -510308.500000 Penalty: 4131.031250
	Iteration 45Q: 3 clusters Score -510308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -510329.937500 Penalty: 4131.031250
	Iteration 46Q: 3 clusters Score -510329.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -510353.468750 Penalty: 4131.031250
	Iteration 47Q: 3 clusters Score -510353.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -510372.281250 Penalty: 4131.031250
	Iteration 48Q: 3 clusters Score -510372.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -510385.093750 Penalty: 4131.031250
	Iteration 49Q: 3 clusters Score -510385.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -510395.125000 Penalty: 4131.031250
	Iteration 50Q: 3 clusters Score -510395.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -510400.968750 Penalty: 4131.031250
	Iteration 51Q: 3 clusters Score -510401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -510406.187500 Penalty: 4131.031250
	Iteration 52Q: 3 clusters Score -510406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -510407.687500 Penalty: 4131.031250
	Iteration 53Q: 3 clusters Score -510407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -510407.937500 Penalty: 4131.031250
	Iteration 54Q: 3 clusters Score -510407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -510409.406250 Penalty: 4131.031250
	Iteration 55Q: 3 clusters Score -510409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -510411.187500 Penalty: 4131.031250
	Iteration 56Q: 3 clusters Score -510411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -510412.906250 Penalty: 4131.031250
	Iteration 57Q: 3 clusters Score -510412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -510417.125000 Penalty: 4131.031250
	Iteration 58Q: 3 clusters Score -510417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -510418.281250 Penalty: 4131.031250
	Iteration 59Q: 3 clusters Score -510418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -510421.343750 Penalty: 4131.031250
	Iteration 60F: 3 clusters Score -510421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -510422.625000 Penalty: 4131.031250
	Iteration 61Q: 3 clusters Score -510422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -510426.187500 Penalty: 4131.031250
	Iteration 62Q: 3 clusters Score -510426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -510427.906250 Penalty: 4131.031250
	Iteration 63Q: 3 clusters Score -510427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -510429.593750 Penalty: 4131.031250
	Iteration 64Q: 3 clusters Score -510429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -510430.500000 Penalty: 4131.031250
	Iteration 65Q: 3 clusters Score -510430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -510432.312500 Penalty: 4131.031250
	Iteration 66Q: 3 clusters Score -510432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -510435.468750 Penalty: 4131.031250
	Iteration 67Q: 3 clusters Score -510435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -510438.718750 Penalty: 4131.031250
	Iteration 68Q: 3 clusters Score -510438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -510440.250000 Penalty: 4131.031250
	Iteration 69Q: 3 clusters Score -510440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -510442.375000 Penalty: 4131.031250
	Iteration 70Q: 3 clusters Score -510442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -510444.250000 Penalty: 4131.031250
	Iteration 71Q: 3 clusters Score -510444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -510445.843750 Penalty: 4131.031250
	Iteration 72Q: 3 clusters Score -510445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -510446.000000 Penalty: 4131.031250
	Iteration 73Q: 3 clusters Score -510446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -510448.125000 Penalty: 4131.031250
	Iteration 74Q: 3 clusters Score -510448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -510448.718750 Penalty: 4131.031250
	Iteration 75Q: 3 clusters Score -510448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -510449.125000 Penalty: 4131.031250
	Iteration 76Q: 3 clusters Score -510449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -510452.625000 Penalty: 4131.031250
	Iteration 77Q: 3 clusters Score -510452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -510453.500000 Penalty: 4131.031250
	Iteration 78Q: 3 clusters Score -510453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -510454.406250 Penalty: 4131.031250
	Iteration 79Q: 3 clusters Score -510454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -510456.218750 Penalty: 4131.031250
	Iteration 80F: 3 clusters Score -510456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -510459.250000 Penalty: 4131.031250
	Iteration 81Q: 3 clusters Score -510459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -510458.750000 Penalty: 4131.031250
	Iteration 82Q: 3 clusters Score -510458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -510458.750000 Penalty: 4131.031250
	Iteration 83F: 3 clusters Score -510458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Entering Unmasked Estep 
Score: -5646697.500000 Penalty: 2653.035400
	Iteration 0F: 2 clusters Score -5646698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5616708.500000 Penalty: 5306.070801
	Iteration 0F: 3 clusters Score -5616708 nChanged 20367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5627835.000000 Penalty: 5306.070801
	Iteration 1F: 3 clusters Score -5627835 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5628250.500000 Penalty: 5306.070801
	Iteration 2Q: 3 clusters Score -5628250 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5628563.000000 Penalty: 5306.070801
	Iteration 3Q: 3 clusters Score -5628563 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5628864.000000 Penalty: 5306.070801
	Iteration 4Q: 3 clusters Score -5628864 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5629079.000000 Penalty: 5306.070801
	Iteration 5Q: 3 clusters Score -5629079 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5629288.500000 Penalty: 5306.070801
	Iteration 6Q: 3 clusters Score -5629288 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -5629519.500000 Penalty: 5306.070801
	Iteration 7Q: 3 clusters Score -5629520 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -5629724.000000 Penalty: 5306.070801
	Iteration 8Q: 3 clusters Score -5629724 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5630023.500000 Penalty: 5306.070801
	Iteration 9Q: 3 clusters Score -5630024 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -5630519.500000 Penalty: 5306.070801
	Iteration 10Q: 3 clusters Score -5630520 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5631295.500000 Penalty: 5306.070801
	Iteration 11Q: 3 clusters Score -5631296 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5632600.500000 Penalty: 5306.070801
	Iteration 12F: 3 clusters Score -5632600 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -5634816.000000 Penalty: 5306.070801
	Iteration 13F: 3 clusters Score -5634816 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5637941.000000 Penalty: 5306.070801
	Iteration 14F: 3 clusters Score -5637941 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5640952.500000 Penalty: 5306.070801
	Iteration 15F: 3 clusters Score -5640952 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5642928.000000 Penalty: 5306.070801
	Iteration 16Q: 3 clusters Score -5642928 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5643750.500000 Penalty: 5306.070801
	Iteration 17Q: 3 clusters Score -5643750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5644060.500000 Penalty: 5306.070801
	Iteration 18Q: 3 clusters Score -5644060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5644192.500000 Penalty: 5306.070801
	Iteration 19Q: 3 clusters Score -5644192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5644268.500000 Penalty: 5306.070801
	Iteration 20F: 3 clusters Score -5644268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5644279.500000 Penalty: 5306.070801
	Iteration 21Q: 3 clusters Score -5644280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5644290.000000 Penalty: 5306.070801
	Iteration 22Q: 3 clusters Score -5644290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5644304.500000 Penalty: 5306.070801
	Iteration 23Q: 3 clusters Score -5644304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5644310.000000 Penalty: 5306.070801
	Iteration 24Q: 3 clusters Score -5644310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5644319.500000 Penalty: 5306.070801
	Iteration 25Q: 3 clusters Score -5644320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5644326.500000 Penalty: 5306.070801
	Iteration 26Q: 3 clusters Score -5644326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5644336.000000 Penalty: 5306.070801
	Iteration 27Q: 3 clusters Score -5644336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5644338.500000 Penalty: 5306.070801
	Iteration 28Q: 3 clusters Score -5644338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5644344.500000 Penalty: 5306.070801
	Iteration 29Q: 3 clusters Score -5644344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5644344.500000 Penalty: 5306.070801
	Iteration 30Q: 3 clusters Score -5644344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5644351.500000 Penalty: 5306.070801
	Iteration 31Q: 3 clusters Score -5644352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5644348.500000 Penalty: 5306.070801
	Iteration 32Q: 3 clusters Score -5644348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5644351.000000 Penalty: 5306.070801
	Iteration 33Q: 3 clusters Score -5644351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5644360.000000 Penalty: 5306.070801
	Iteration 34Q: 3 clusters Score -5644360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5644360.500000 Penalty: 5306.070801
	Iteration 35Q: 3 clusters Score -5644360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5644363.000000 Penalty: 5306.070801
	Iteration 36Q: 3 clusters Score -5644363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5644361.500000 Penalty: 5306.070801
	Iteration 37Q: 3 clusters Score -5644362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5644366.000000 Penalty: 5306.070801
	Iteration 38Q: 3 clusters Score -5644366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5644369.000000 Penalty: 5306.070801
	Iteration 39Q: 3 clusters Score -5644369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5644374.000000 Penalty: 5306.070801
	Iteration 40F: 3 clusters Score -5644374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5644381.500000 Penalty: 5306.070801
	Iteration 41Q: 3 clusters Score -5644382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5644381.500000 Penalty: 5306.070801
	Iteration 42F: 3 clusters Score -5644382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Entering Unmasked Estep 
Score: -2592853.500000 Penalty: 2488.516357
	Iteration 0F: 2 clusters Score -2592854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2576988.000000 Penalty: 4977.032715
	Iteration 0F: 3 clusters Score -2576988 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2582583.250000 Penalty: 4977.032715
	Iteration 1F: 3 clusters Score -2582583 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2583211.750000 Penalty: 4977.032715
	Iteration 2F: 3 clusters Score -2583212 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2583852.250000 Penalty: 4977.032715
	Iteration 3F: 3 clusters Score -2583852 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2584484.250000 Penalty: 4977.032715
	Iteration 4F: 3 clusters Score -2584484 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2585070.750000 Penalty: 4977.032715
	Iteration 5F: 3 clusters Score -2585071 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2585643.250000 Penalty: 4977.032715
	Iteration 6Q: 3 clusters Score -2585643 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2586182.750000 Penalty: 4977.032715
	Iteration 7Q: 3 clusters Score -2586183 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2586754.000000 Penalty: 4977.032715
	Iteration 8Q: 3 clusters Score -2586754 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2587333.500000 Penalty: 4977.032715
	Iteration 9Q: 3 clusters Score -2587334 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2587868.000000 Penalty: 4977.032715
	Iteration 10Q: 3 clusters Score -2587868 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2588357.500000 Penalty: 4977.032715
	Iteration 11Q: 3 clusters Score -2588358 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2588795.250000 Penalty: 4977.032715
	Iteration 12Q: 3 clusters Score -2588795 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2589186.750000 Penalty: 4977.032715
	Iteration 13Q: 3 clusters Score -2589187 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2589478.250000 Penalty: 4977.032715
	Iteration 14Q: 3 clusters Score -2589478 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2589740.250000 Penalty: 4977.032715
	Iteration 15Q: 3 clusters Score -2589740 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2589973.250000 Penalty: 4977.032715
	Iteration 16Q: 3 clusters Score -2589973 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2590137.750000 Penalty: 4977.032715
	Iteration 17Q: 3 clusters Score -2590138 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2590264.000000 Penalty: 4977.032715
	Iteration 18Q: 3 clusters Score -2590264 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2590378.500000 Penalty: 4977.032715
	Iteration 19Q: 3 clusters Score -2590378 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2590515.250000 Penalty: 4977.032715
	Iteration 20F: 3 clusters Score -2590515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2590622.750000 Penalty: 4977.032715
	Iteration 21Q: 3 clusters Score -2590623 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2590685.500000 Penalty: 4977.032715
	Iteration 22Q: 3 clusters Score -2590686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2590744.000000 Penalty: 4977.032715
	Iteration 23Q: 3 clusters Score -2590744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2590784.250000 Penalty: 4977.032715
	Iteration 24Q: 3 clusters Score -2590784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2590822.000000 Penalty: 4977.032715
	Iteration 25Q: 3 clusters Score -2590822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2590845.750000 Penalty: 4977.032715
	Iteration 26Q: 3 clusters Score -2590846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2590862.250000 Penalty: 4977.032715
	Iteration 27Q: 3 clusters Score -2590862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2590880.500000 Penalty: 4977.032715
	Iteration 28Q: 3 clusters Score -2590880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2590898.750000 Penalty: 4977.032715
	Iteration 29Q: 3 clusters Score -2590899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2590913.000000 Penalty: 4977.032715
	Iteration 30Q: 3 clusters Score -2590913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2590928.750000 Penalty: 4977.032715
	Iteration 31Q: 3 clusters Score -2590929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2590945.750000 Penalty: 4977.032715
	Iteration 32Q: 3 clusters Score -2590946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2590978.750000 Penalty: 4977.032715
	Iteration 33Q: 3 clusters Score -2590979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2591003.750000 Penalty: 4977.032715
	Iteration 34Q: 3 clusters Score -2591004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2591025.000000 Penalty: 4977.032715
	Iteration 35Q: 3 clusters Score -2591025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2591036.250000 Penalty: 4977.032715
	Iteration 36Q: 3 clusters Score -2591036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2591042.750000 Penalty: 4977.032715
	Iteration 37Q: 3 clusters Score -2591043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2591044.750000 Penalty: 4977.032715
	Iteration 38Q: 3 clusters Score -2591045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2591048.750000 Penalty: 4977.032715
	Iteration 39Q: 3 clusters Score -2591049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2591048.750000 Penalty: 4977.032715
	Iteration 40F: 3 clusters Score -2591049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Entering Unmasked Estep 
Score: -3093492.750000 Penalty: 2494.131348
	Iteration 0F: 2 clusters Score -3093493 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 11667 members 
Entering Unmasked Estep 
Score: -3077304.500000 Penalty: 4988.262695
	Iteration 0F: 3 clusters Score -3077304 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3082927.500000 Penalty: 4988.262695
	Iteration 1F: 3 clusters Score -3082928 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3083442.000000 Penalty: 4988.262695
	Iteration 2F: 3 clusters Score -3083442 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3083933.500000 Penalty: 4988.262695
	Iteration 3Q: 3 clusters Score -3083934 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3084426.250000 Penalty: 4988.262695
	Iteration 4Q: 3 clusters Score -3084426 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3085017.250000 Penalty: 4988.262695
	Iteration 5Q: 3 clusters Score -3085017 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3085733.750000 Penalty: 4988.262695
	Iteration 6F: 3 clusters Score -3085734 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3086656.750000 Penalty: 4988.262695
	Iteration 7F: 3 clusters Score -3086657 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3087705.250000 Penalty: 4988.262695
	Iteration 8F: 3 clusters Score -3087705 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3088589.750000 Penalty: 4988.262695
	Iteration 9F: 3 clusters Score -3088590 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3089030.750000 Penalty: 4988.262695
	Iteration 10Q: 3 clusters Score -3089031 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3089226.000000 Penalty: 4988.262695
	Iteration 11Q: 3 clusters Score -3089226 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3089336.250000 Penalty: 4988.262695
	Iteration 12Q: 3 clusters Score -3089336 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3089417.000000 Penalty: 4988.262695
	Iteration 13Q: 3 clusters Score -3089417 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3089474.750000 Penalty: 4988.262695
	Iteration 14Q: 3 clusters Score -3089475 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3089511.250000 Penalty: 4988.262695
	Iteration 15Q: 3 clusters Score -3089511 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3089573.500000 Penalty: 4988.262695
	Iteration 16Q: 3 clusters Score -3089574 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3089623.750000 Penalty: 4988.262695
	Iteration 17Q: 3 clusters Score -3089624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3089668.500000 Penalty: 4988.262695
	Iteration 18Q: 3 clusters Score -3089668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3089702.000000 Penalty: 4988.262695
	Iteration 19Q: 3 clusters Score -3089702 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3089738.250000 Penalty: 4988.262695
	Iteration 20F: 3 clusters Score -3089738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3089793.500000 Penalty: 4988.262695
	Iteration 21Q: 3 clusters Score -3089794 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3089837.250000 Penalty: 4988.262695
	Iteration 22Q: 3 clusters Score -3089837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3089892.500000 Penalty: 4988.262695
	Iteration 23Q: 3 clusters Score -3089892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3089957.500000 Penalty: 4988.262695
	Iteration 24Q: 3 clusters Score -3089958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3090033.250000 Penalty: 4988.262695
	Iteration 25Q: 3 clusters Score -3090033 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3090086.750000 Penalty: 4988.262695
	Iteration 26Q: 3 clusters Score -3090087 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3090141.250000 Penalty: 4988.262695
	Iteration 27Q: 3 clusters Score -3090141 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3090218.000000 Penalty: 4988.262695
	Iteration 28Q: 3 clusters Score -3090218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3090253.000000 Penalty: 4988.262695
	Iteration 29Q: 3 clusters Score -3090253 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3090331.750000 Penalty: 4988.262695
	Iteration 30Q: 3 clusters Score -3090332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3090382.250000 Penalty: 4988.262695
	Iteration 31Q: 3 clusters Score -3090382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3090447.500000 Penalty: 4988.262695
	Iteration 32Q: 3 clusters Score -3090448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3090514 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3090542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3090577 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3090650.750000 Penalty: 4988.262695
	Iteration 36Q: 3 clusters Score -3090651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3090699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3090756.500000 Penalty: 4988.262695
	Iteration 38Q: 3 clusters Score -3090756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3090803.750000 Penalty: 4988.262695
	Iteration 39Q: 3 clusters Score -3090804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3090861.000000 Penalty: 4988.262695
	Iteration 40F: 3 clusters Score -3090861 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3090880.500000 Penalty: 4988.262695
	Iteration 41Q: 3 clusters Score -3090880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3090908.750000 Penalty: 4988.262695
	Iteration 42Q: 3 clusters Score -3090909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3090927.500000 Penalty: 4988.262695
	Iteration 43Q: 3 clusters Score -3090928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3090963.500000 Penalty: 4988.262695
	Iteration 44Q: 3 clusters Score -3090964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3090982.750000 Penalty: 4988.262695
	Iteration 45Q: 3 clusters Score -3090983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3091019.000000 Penalty: 4988.262695
	Iteration 46Q: 3 clusters Score -3091019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3091043.250000 Penalty: 4988.262695
	Iteration 47Q: 3 clusters Score -3091043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3091052.250000 Penalty: 4988.262695
	Iteration 48Q: 3 clusters Score -3091052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3091071.000000 Penalty: 4988.262695
	Iteration 49Q: 3 clusters Score -3091071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3091079.250000 Penalty: 4988.262695
	Iteration 50Q: 3 clusters Score -3091079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3091085.250000 Penalty: 4988.262695
	Iteration 51Q: 3 clusters Score -3091085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3091100.500000 Penalty: 4988.262695
	Iteration 52Q: 3 clusters Score -3091100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3091110.250000 Penalty: 4988.262695
	Iteration 53Q: 3 clusters Score -3091110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3091120.000000 Penalty: 4988.262695
	Iteration 54Q: 3 clusters Score -3091120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3091131.000000 Penalty: 4988.262695
	Iteration 55Q: 3 clusters Score -3091131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3091131.250000 Penalty: 4988.262695
	Iteration 56Q: 3 clusters Score -3091131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3091129.750000 Penalty: 4988.262695
	Iteration 57Q: 3 clusters Score -3091130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3091132.000000 Penalty: 4988.262695
	Iteration 58Q: 3 clusters Score -3091132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3091143.250000 Penalty: 4988.262695
	Iteration 59Q: 3 clusters Score -3091143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3091147.500000 Penalty: 4988.262695
	Iteration 60F: 3 clusters Score -3091148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3091150.250000 Penalty: 4988.262695
	Iteration 61Q: 3 clusters Score -3091150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3091156.000000 Penalty: 4988.262695
	Iteration 62Q: 3 clusters Score -3091156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3091157.750000 Penalty: 4988.262695
	Iteration 63Q: 3 clusters Score -3091158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3091169.750000 Penalty: 4988.262695
	Iteration 64Q: 3 clusters Score -3091170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3091174.000000 Penalty: 4988.262695
	Iteration 65Q: 3 clusters Score -3091174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3091169.250000 Penalty: 4988.262695
	Iteration 66Q: 3 clusters Score -3091169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3091178.500000 Penalty: 4988.262695
	Iteration 67Q: 3 clusters Score -3091178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3091183.500000 Penalty: 4988.262695
	Iteration 68Q: 3 clusters Score -3091184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3091187.500000 Penalty: 4988.262695
	Iteration 69Q: 3 clusters Score -3091188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3091191.000000 Penalty: 4988.262695
	Iteration 70Q: 3 clusters Score -3091191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3091187.750000 Penalty: 4988.262695
	Iteration 71Q: 3 clusters Score -3091188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3091196.000000 Penalty: 4988.262695
	Iteration 72Q: 3 clusters Score -3091196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3091199.250000 Penalty: 4988.262695
	Iteration 73Q: 3 clusters Score -3091199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3091205.000000 Penalty: 4988.262695
	Iteration 74Q: 3 clusters Score -3091205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3091206.500000 Penalty: 4988.262695
	Iteration 75Q: 3 clusters Score -3091206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3091205.500000 Penalty: 4988.262695
	Iteration 76Q: 3 clusters Score -3091206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3091209.250000 Penalty: 4988.262695
	Iteration 77Q: 3 clusters Score -3091209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3091214.250000 Penalty: 4988.262695
	Iteration 78Q: 3 clusters Score -3091214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3091217.500000 Penalty: 4988.262695
	Iteration 79Q: 3 clusters Score -3091218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3091219.250000 Penalty: 4988.262695
	Iteration 80F: 3 clusters Score -3091219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3091220.500000 Penalty: 4988.262695
	Iteration 81Q: 3 clusters Score -3091220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3091223.750000 Penalty: 4988.262695
	Iteration 82Q: 3 clusters Score -3091224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3091222.000000 Penalty: 4988.262695
	Iteration 83Q: 3 clusters Score -3091222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3091222.250000 Penalty: 4988.262695
	Iteration 84Q: 3 clusters Score -3091222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3091217.750000 Penalty: 4988.262695
	Iteration 85Q: 3 clusters Score -3091218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3091221.000000 Penalty: 4988.262695
	Iteration 86Q: 3 clusters Score -3091221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3091221.750000 Penalty: 4988.262695
	Iteration 87Q: 3 clusters Score -3091222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3091223.000000 Penalty: 4988.262695
	Iteration 88Q: 3 clusters Score -3091223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3091223.750000 Penalty: 4988.262695
	Iteration 89Q: 3 clusters Score -3091224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3091227.250000 Penalty: 4988.262695
	Iteration 90Q: 3 clusters Score -3091227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3091225.500000 Penalty: 4988.262695
	Iteration 91Q: 3 clusters Score -3091226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3091224.000000 Penalty: 4988.262695
	Iteration 92Q: 3 clusters Score -3091224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3091226.250000 Penalty: 4988.262695
	Iteration 93Q: 3 clusters Score -3091226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3091229.000000 Penalty: 4988.262695
	Iteration 94Q: 3 clusters Score -3091229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3091230.750000 Penalty: 4988.262695
	Iteration 95Q: 3 clusters Score -3091231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3091231.250000 Penalty: 4988.262695
	Iteration 96Q: 3 clusters Score -3091231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3091238.000000 Penalty: 4988.262695
	Iteration 97Q: 3 clusters Score -3091238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3091241.500000 Penalty: 4988.262695
	Iteration 98Q: 3 clusters Score -3091242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3091242.250000 Penalty: 4988.262695
	Iteration 99Q: 3 clusters Score -3091242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3091244.250000 Penalty: 4988.262695
	Iteration 100F: 3 clusters Score -3091244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3091243.500000 Penalty: 4988.262695
	Iteration 101Q: 3 clusters Score -3091244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3091244.250000 Penalty: 4988.262695
	Iteration 102Q: 3 clusters Score -3091244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3091242.500000 Penalty: 4988.262695
	Iteration 103Q: 3 clusters Score -3091242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3091240.000000 Penalty: 4988.262695
	Iteration 104Q: 3 clusters Score -3091240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3091245.000000 Penalty: 4988.262695
	Iteration 105Q: 3 clusters Score -3091245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3091247.750000 Penalty: 4988.262695
	Iteration 106Q: 3 clusters Score -3091248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3091242.250000 Penalty: 4988.262695
	Iteration 107Q: 3 clusters Score -3091242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3091245.500000 Penalty: 4988.262695
	Iteration 108Q: 3 clusters Score -3091246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3091249.750000 Penalty: 4988.262695
	Iteration 109Q: 3 clusters Score -3091250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3091250.750000 Penalty: 4988.262695
	Iteration 110Q: 3 clusters Score -3091251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3091248.250000 Penalty: 4988.262695
	Iteration 111Q: 3 clusters Score -3091248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3091248.250000 Penalty: 4988.262695
	Iteration 112Q: 3 clusters Score -3091248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3091248.250000 Penalty: 4988.262695
	Iteration 113F: 3 clusters Score -3091248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Entering Unmasked Estep 
Score: -1364285.125000 Penalty: 2312.734619
	Iteration 0F: 2 clusters Score -1364285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1355943.375000 Penalty: 4625.469238
	Iteration 0F: 3 clusters Score -1355943 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1358449.500000 Penalty: 4625.469238
	Iteration 1F: 3 clusters Score -1358450 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1358906.625000 Penalty: 4625.469238
	Iteration 2F: 3 clusters Score -1358907 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1359344.625000 Penalty: 4625.469238
	Iteration 3F: 3 clusters Score -1359345 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1359826.750000 Penalty: 4625.469238
	Iteration 4F: 3 clusters Score -1359827 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1360282.500000 Penalty: 4625.469238
	Iteration 5F: 3 clusters Score -1360282 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1360667.875000 Penalty: 4625.469238
	Iteration 6F: 3 clusters Score -1360668 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1360967.625000 Penalty: 4625.469238
	Iteration 7Q: 3 clusters Score -1360968 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1361157.375000 Penalty: 4625.469238
	Iteration 8Q: 3 clusters Score -1361157 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1361281.125000 Penalty: 4625.469238
	Iteration 9Q: 3 clusters Score -1361281 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1361354.125000 Penalty: 4625.469238
	Iteration 10Q: 3 clusters Score -1361354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1361414.000000 Penalty: 4625.469238
	Iteration 11Q: 3 clusters Score -1361414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1361460.375000 Penalty: 4625.469238
	Iteration 12Q: 3 clusters Score -1361460 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1361498.375000 Penalty: 4625.469238
	Iteration 13Q: 3 clusters Score -1361498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1361525.000000 Penalty: 4625.469238
	Iteration 14Q: 3 clusters Score -1361525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1361536.625000 Penalty: 4625.469238
	Iteration 15Q: 3 clusters Score -1361537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1361544.500000 Penalty: 4625.469238
	Iteration 16Q: 3 clusters Score -1361544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1361552.625000 Penalty: 4625.469238
	Iteration 17Q: 3 clusters Score -1361553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1361553.875000 Penalty: 4625.469238
	Iteration 18Q: 3 clusters Score -1361554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1361558.500000 Penalty: 4625.469238
	Iteration 19Q: 3 clusters Score -1361558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1361557.125000 Penalty: 4625.469238
	Iteration 20F: 3 clusters Score -1361557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1361561.250000 Penalty: 4625.469238
	Iteration 21Q: 3 clusters Score -1361561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1361563.500000 Penalty: 4625.469238
	Iteration 22Q: 3 clusters Score -1361564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1361563.750000 Penalty: 4625.469238
	Iteration 23Q: 3 clusters Score -1361564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1361566.625000 Penalty: 4625.469238
	Iteration 24Q: 3 clusters Score -1361567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1361571.000000 Penalty: 4625.469238
	Iteration 25Q: 3 clusters Score -1361571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1361573.000000 Penalty: 4625.469238
	Iteration 26Q: 3 clusters Score -1361573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1361579.250000 Penalty: 4625.469238
	Iteration 27Q: 3 clusters Score -1361579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1361581.375000 Penalty: 4625.469238
	Iteration 28Q: 3 clusters Score -1361581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1361587.125000 Penalty: 4625.469238
	Iteration 29Q: 3 clusters Score -1361587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1361597.250000 Penalty: 4625.469238
	Iteration 30Q: 3 clusters Score -1361597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1361602.875000 Penalty: 4625.469238
	Iteration 31Q: 3 clusters Score -1361603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1361609.375000 Penalty: 4625.469238
	Iteration 32Q: 3 clusters Score -1361609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1361610.125000 Penalty: 4625.469238
	Iteration 33Q: 3 clusters Score -1361610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1361613.250000 Penalty: 4625.469238
	Iteration 34Q: 3 clusters Score -1361613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1361616.125000 Penalty: 4625.469238
	Iteration 35Q: 3 clusters Score -1361616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1361616.250000 Penalty: 4625.469238
	Iteration 36Q: 3 clusters Score -1361616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1361616.250000 Penalty: 4625.469238
	Iteration 37Q: 3 clusters Score -1361616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1361618.500000 Penalty: 4625.469238
	Iteration 38Q: 3 clusters Score -1361618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1361620.125000 Penalty: 4625.469238
	Iteration 39Q: 3 clusters Score -1361620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1361625.000000 Penalty: 4625.469238
	Iteration 40F: 3 clusters Score -1361625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1361629.125000 Penalty: 4625.469238
	Iteration 41Q: 3 clusters Score -1361629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1361628.625000 Penalty: 4625.469238
	Iteration 42Q: 3 clusters Score -1361629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1361631.000000 Penalty: 4625.469238
	Iteration 43Q: 3 clusters Score -1361631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1361633.750000 Penalty: 4625.469238
	Iteration 44Q: 3 clusters Score -1361634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1361636.125000 Penalty: 4625.469238
	Iteration 45Q: 3 clusters Score -1361636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1361640.125000 Penalty: 4625.469238
	Iteration 46Q: 3 clusters Score -1361640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1361642.875000 Penalty: 4625.469238
	Iteration 47Q: 3 clusters Score -1361643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1361643.375000 Penalty: 4625.469238
	Iteration 48Q: 3 clusters Score -1361643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1361649.000000 Penalty: 4625.469238
	Iteration 49Q: 3 clusters Score -1361649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1361648.375000 Penalty: 4625.469238
	Iteration 50Q: 3 clusters Score -1361648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1361651.500000 Penalty: 4625.469238
	Iteration 51Q: 3 clusters Score -1361652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1361654.000000 Penalty: 4625.469238
	Iteration 52Q: 3 clusters Score -1361654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1361656.375000 Penalty: 4625.469238
	Iteration 53Q: 3 clusters Score -1361656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1361657.625000 Penalty: 4625.469238
	Iteration 54Q: 3 clusters Score -1361658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1361662.750000 Penalty: 4625.469238
	Iteration 55Q: 3 clusters Score -1361663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1361664.625000 Penalty: 4625.469238
	Iteration 56Q: 3 clusters Score -1361665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1361666.375000 Penalty: 4625.469238
	Iteration 57Q: 3 clusters Score -1361666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1361674.125000 Penalty: 4625.469238
	Iteration 58Q: 3 clusters Score -1361674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1361678.750000 Penalty: 4625.469238
	Iteration 59Q: 3 clusters Score -1361679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1361683.500000 Penalty: 4625.469238
	Iteration 60F: 3 clusters Score -1361684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1361690.625000 Penalty: 4625.469238
	Iteration 61Q: 3 clusters Score -1361691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1361700.375000 Penalty: 4625.469238
	Iteration 62Q: 3 clusters Score -1361700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1361706.875000 Penalty: 4625.469238
	Iteration 63Q: 3 clusters Score -1361707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1361709.500000 Penalty: 4625.469238
	Iteration 64Q: 3 clusters Score -1361710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1361712.875000 Penalty: 4625.469238
	Iteration 65Q: 3 clusters Score -1361713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1361717.875000 Penalty: 4625.469238
	Iteration 66Q: 3 clusters Score -1361718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1361721.125000 Penalty: 4625.469238
	Iteration 67Q: 3 clusters Score -1361721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1361724.250000 Penalty: 4625.469238
	Iteration 68Q: 3 clusters Score -1361724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1361727.000000 Penalty: 4625.469238
	Iteration 69Q: 3 clusters Score -1361727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1361729.125000 Penalty: 4625.469238
	Iteration 70Q: 3 clusters Score -1361729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1361731.500000 Penalty: 4625.469238
	Iteration 71Q: 3 clusters Score -1361732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1361730.625000 Penalty: 4625.469238
	Iteration 72Q: 3 clusters Score -1361731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1361728.375000 Penalty: 4625.469238
	Iteration 73Q: 3 clusters Score -1361728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1361734.625000 Penalty: 4625.469238
	Iteration 74Q: 3 clusters Score -1361735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1361735.875000 Penalty: 4625.469238
	Iteration 75Q: 3 clusters Score -1361736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1361736.000000 Penalty: 4625.469238
	Iteration 76Q: 3 clusters Score -1361736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1361737.375000 Penalty: 4625.469238
	Iteration 77Q: 3 clusters Score -1361737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1361735.500000 Penalty: 4625.469238
	Iteration 78Q: 3 clusters Score -1361736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1361733.250000 Penalty: 4625.469238
	Iteration 79Q: 3 clusters Score -1361733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1361734.375000 Penalty: 4625.469238
	Iteration 80F: 3 clusters Score -1361734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1361736.125000 Penalty: 4625.469238
	Iteration 81Q: 3 clusters Score -1361736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1361737.500000 Penalty: 4625.469238
	Iteration 82Q: 3 clusters Score -1361738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1361745.875000 Penalty: 4625.469238
	Iteration 83Q: 3 clusters Score -1361746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1361747.125000 Penalty: 4625.469238
	Iteration 84Q: 3 clusters Score -1361747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1361755.500000 Penalty: 4625.469238
	Iteration 85Q: 3 clusters Score -1361756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1361755.125000 Penalty: 4625.469238
	Iteration 86Q: 3 clusters Score -1361755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1361753.250000 Penalty: 4625.469238
	Iteration 87Q: 3 clusters Score -1361753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1361758.875000 Penalty: 4625.469238
	Iteration 88Q: 3 clusters Score -1361759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1361763.625000 Penalty: 4625.469238
	Iteration 89Q: 3 clusters Score -1361764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1361762.875000 Penalty: 4625.469238
	Iteration 90Q: 3 clusters Score -1361763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1361765.375000 Penalty: 4625.469238
	Iteration 91Q: 3 clusters Score -1361765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1361769.875000 Penalty: 4625.469238
	Iteration 92Q: 3 clusters Score -1361770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1361768.625000 Penalty: 4625.469238
	Iteration 93Q: 3 clusters Score -1361769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1361769.875000 Penalty: 4625.469238
	Iteration 94Q: 3 clusters Score -1361770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1361771.250000 Penalty: 4625.469238
	Iteration 95Q: 3 clusters Score -1361771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1361770.375000 Penalty: 4625.469238
	Iteration 96Q: 3 clusters Score -1361770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1361771.375000 Penalty: 4625.469238
	Iteration 97Q: 3 clusters Score -1361771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1361769.750000 Penalty: 4625.469238
	Iteration 98Q: 3 clusters Score -1361770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1361773.375000 Penalty: 4625.469238
	Iteration 99Q: 3 clusters Score -1361773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1361776.125000 Penalty: 4625.469238
	Iteration 100F: 3 clusters Score -1361776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1361783.500000 Penalty: 4625.469238
	Iteration 101Q: 3 clusters Score -1361784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1361781.125000 Penalty: 4625.469238
	Iteration 102Q: 3 clusters Score -1361781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1361784.375000 Penalty: 4625.469238
	Iteration 103Q: 3 clusters Score -1361784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1361786.125000 Penalty: 4625.469238
	Iteration 104Q: 3 clusters Score -1361786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1361786.250000 Penalty: 4625.469238
	Iteration 105Q: 3 clusters Score -1361786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1361790.875000 Penalty: 4625.469238
	Iteration 106Q: 3 clusters Score -1361791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1361791.250000 Penalty: 4625.469238
	Iteration 107Q: 3 clusters Score -1361791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1361794.000000 Penalty: 4625.469238
	Iteration 108Q: 3 clusters Score -1361794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1361794.375000 Penalty: 4625.469238
	Iteration 109Q: 3 clusters Score -1361794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1361792.000000 Penalty: 4625.469238
	Iteration 110Q: 3 clusters Score -1361792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1361792.000000 Penalty: 4625.469238
	Iteration 111Q: 3 clusters Score -1361792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1361793.875000 Penalty: 4625.469238
	Iteration 112Q: 3 clusters Score -1361794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1361794.125000 Penalty: 4625.469238
	Iteration 113Q: 3 clusters Score -1361794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1361794.750000 Penalty: 4625.469238
	Iteration 114Q: 3 clusters Score -1361795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1361798.125000 Penalty: 4625.469238
	Iteration 115Q: 3 clusters Score -1361798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1361799.250000 Penalty: 4625.469238
	Iteration 116Q: 3 clusters Score -1361799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1361796.625000 Penalty: 4625.469238
	Iteration 117Q: 3 clusters Score -1361797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1361800.875000 Penalty: 4625.469238
	Iteration 118Q: 3 clusters Score -1361801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1361801.375000 Penalty: 4625.469238
	Iteration 119Q: 3 clusters Score -1361801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1361801.875000 Penalty: 4625.469238
	Iteration 120F: 3 clusters Score -1361802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1361803.000000 Penalty: 4625.469238
	Iteration 121Q: 3 clusters Score -1361803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1361802.375000 Penalty: 4625.469238
	Iteration 122Q: 3 clusters Score -1361802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1361801.875000 Penalty: 4625.469238
	Iteration 123Q: 3 clusters Score -1361802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1361801.875000 Penalty: 4625.469238
	Iteration 124F: 3 clusters Score -1361802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1475472.125000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1475472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1466841.875000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1466842 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1469462.500000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1469462 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1469791.000000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1469791 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1470090.125000 Penalty: 4641.474609
	Iteration 3F: 3 clusters Score -1470090 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1470353.875000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -1470354 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1470618.375000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -1470618 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1470927.250000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -1470927 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1471354.125000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -1471354 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1471831.500000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -1471832 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1472299.625000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1472300 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1472701.750000 Penalty: 4641.474609
	Iteration 10F: 3 clusters Score -1472702 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1473078.000000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1473078 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1473440.250000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1473440 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1473723.250000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1473723 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1473929.125000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1473929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1474035.125000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1474035 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1474109.750000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1474110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1474160.125000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1474160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1474198.500000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1474198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1474225.875000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1474226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1474259.625000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1474260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1474286.500000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1474286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1474310.375000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1474310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1474344.000000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1474344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1474369.625000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -1474370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1474420.250000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -1474420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1474478.250000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -1474478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1474530.750000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -1474531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1474601.125000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -1474601 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1474654.375000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -1474654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1474714.125000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -1474714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1474781.750000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -1474782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1474857.625000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -1474858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1474914.875000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -1474915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1474956.750000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -1474957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1475021.000000 Penalty: 4641.474609
	Iteration 35Q: 3 clusters Score -1475021 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1475124.125000 Penalty: 4641.474609
	Iteration 36Q: 3 clusters Score -1475124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1475210.125000 Penalty: 4641.474609
	Iteration 37Q: 3 clusters Score -1475210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1475243.000000 Penalty: 4641.474609
	Iteration 38Q: 3 clusters Score -1475243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1475252.625000 Penalty: 4641.474609
	Iteration 39Q: 3 clusters Score -1475253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1475258.250000 Penalty: 4641.474609
	Iteration 40F: 3 clusters Score -1475258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1475258.875000 Penalty: 4641.474609
	Iteration 41Q: 3 clusters Score -1475259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1475258.750000 Penalty: 4641.474609
	Iteration 42Q: 3 clusters Score -1475259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1475265.875000 Penalty: 4641.474609
	Iteration 43Q: 3 clusters Score -1475266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1475267.875000 Penalty: 4641.474609
	Iteration 44Q: 3 clusters Score -1475268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1475266.625000 Penalty: 4641.474609
	Iteration 45Q: 3 clusters Score -1475267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1475266.625000 Penalty: 4641.474609
	Iteration 46F: 3 clusters Score -1475267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -330904.093750 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -330904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -327762.250000 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -327762.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -328582.375000 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -328582.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -328867.375000 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -328867.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -329053.968750 Penalty: 3947.107178
	Iteration 3F: 3 clusters Score -329054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -329195.625000 Penalty: 3947.107178
	Iteration 4F: 3 clusters Score -329195.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329328.781250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -329328.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -329437.312500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -329437.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -329505.531250 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -329505.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -329559.718750 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -329559.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -329586.750000 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -329586.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -329608.468750 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -329608.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -329629.562500 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -329629.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329654.593750 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -329654.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -329673.062500 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -329673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -329689.312500 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -329689.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -329703.000000 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -329703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -329719.312500 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -329719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329732.906250 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -329732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329740.906250 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -329740.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -329749.062500 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -329749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -329756.125000 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -329756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -329761.031250 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -329761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -329764.156250 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -329764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -329767.500000 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -329767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329773.156250 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -329773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329781.375000 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -329781.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329788.593750 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -329788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329792.375000 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -329792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329795.218750 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -329795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -329796.000000 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -329796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -329796.187500 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -329796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -329796.687500 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -329796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -329797.000000 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -329797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -329797.000000 Penalty: 3947.107178
	Iteration 33F: 3 clusters Score -329797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Entering Unmasked Estep 
Score: -4167115.250000 Penalty: 2594.303467
	Iteration 0F: 2 clusters Score -4167115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4143384.250000 Penalty: 5188.606934
	Iteration 0F: 3 clusters Score -4143384 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4152375.250000 Penalty: 5188.606934
	Iteration 1F: 3 clusters Score -4152375 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4153123.250000 Penalty: 5188.606934
	Iteration 2F: 3 clusters Score -4153123 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4153960.500000 Penalty: 5188.606934
	Iteration 3F: 3 clusters Score -4153960 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4154822.000000 Penalty: 5188.606934
	Iteration 4F: 3 clusters Score -4154822 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4155846.000000 Penalty: 5188.606934
	Iteration 5F: 3 clusters Score -4155846 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4157100.750000 Penalty: 5188.606934
	Iteration 6F: 3 clusters Score -4157101 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4158549.750000 Penalty: 5188.606934
	Iteration 7F: 3 clusters Score -4158550 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4159955.250000 Penalty: 5188.606934
	Iteration 8F: 3 clusters Score -4159955 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4160958.500000 Penalty: 5188.606934
	Iteration 9Q: 3 clusters Score -4160958 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4161650.750000 Penalty: 5188.606934
	Iteration 10Q: 3 clusters Score -4161651 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4162175.000000 Penalty: 5188.606934
	Iteration 11Q: 3 clusters Score -4162175 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4162562.000000 Penalty: 5188.606934
	Iteration 12Q: 3 clusters Score -4162562 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4162853.750000 Penalty: 5188.606934
	Iteration 13Q: 3 clusters Score -4162854 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4163109.500000 Penalty: 5188.606934
	Iteration 14Q: 3 clusters Score -4163110 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4163358.750000 Penalty: 5188.606934
	Iteration 15Q: 3 clusters Score -4163359 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4163625.000000 Penalty: 5188.606934
	Iteration 16Q: 3 clusters Score -4163625 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4163901.000000 Penalty: 5188.606934
	Iteration 17Q: 3 clusters Score -4163901 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4164192.000000 Penalty: 5188.606934
	Iteration 18Q: 3 clusters Score -4164192 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4164549.250000 Penalty: 5188.606934
	Iteration 19Q: 3 clusters Score -4164549 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4164945.250000 Penalty: 5188.606934
	Iteration 20F: 3 clusters Score -4164945 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4165336.500000 Penalty: 5188.606934
	Iteration 21Q: 3 clusters Score -4165336 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4165651.250000 Penalty: 5188.606934
	Iteration 22Q: 3 clusters Score -4165651 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4165954.250000 Penalty: 5188.606934
	Iteration 23Q: 3 clusters Score -4165954 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4166286.250000 Penalty: 5188.606934
	Iteration 24Q: 3 clusters Score -4166286 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4166653.500000 Penalty: 5188.606934
	Iteration 25Q: 3 clusters Score -4166654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4167121.250000 Penalty: 5188.606934
	Iteration 26Q: 3 clusters Score -4167121 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4167459.000000 Penalty: 5188.606934
	Iteration 27Q: 3 clusters Score -4167459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4167651.250000 Penalty: 5188.606934
	Iteration 28Q: 3 clusters Score -4167651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4167705.500000 Penalty: 5188.606934
	Iteration 29Q: 3 clusters Score -4167706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4167736.500000 Penalty: 5188.606934
	Iteration 30Q: 3 clusters Score -4167736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4167770.750000 Penalty: 5188.606934
	Iteration 31Q: 3 clusters Score -4167771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4167778.000000 Penalty: 5188.606934
	Iteration 32Q: 3 clusters Score -4167778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4167781.000000 Penalty: 5188.606934
	Iteration 33Q: 3 clusters Score -4167781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4167786.250000 Penalty: 5188.606934
	Iteration 34Q: 3 clusters Score -4167786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4167788.000000 Penalty: 5188.606934
	Iteration 35Q: 3 clusters Score -4167788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4167795.250000 Penalty: 5188.606934
	Iteration 36Q: 3 clusters Score -4167795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4167796.250000 Penalty: 5188.606934
	Iteration 37Q: 3 clusters Score -4167796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4167794.250000 Penalty: 5188.606934
	Iteration 38Q: 3 clusters Score -4167794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4167796.500000 Penalty: 5188.606934
	Iteration 39Q: 3 clusters Score -4167796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4167794.250000 Penalty: 5188.606934
	Iteration 40F: 3 clusters Score -4167794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4167798.250000 Penalty: 5188.606934
	Iteration 41Q: 3 clusters Score -4167798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4167804.000000 Penalty: 5188.606934
	Iteration 42Q: 3 clusters Score -4167804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4167805.000000 Penalty: 5188.606934
	Iteration 43Q: 3 clusters Score -4167805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4167801.750000 Penalty: 5188.606934
	Iteration 44Q: 3 clusters Score -4167802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4167801.750000 Penalty: 5188.606934
	Iteration 45F: 3 clusters Score -4167802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 32732 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 33113 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 1810 members 
Entering Unmasked Estep 
Score: -104947472.000000 Penalty: 108252.726562
Splitting cluster 16 changes total score from -104946960.000000 to -104947472.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (48603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Entering Unmasked Estep 
Score: -6382217.500000 Penalty: 2676.277344
	Iteration 0F: 2 clusters Score -6382218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -6349375.500000 Penalty: 5352.554688
	Iteration 0F: 3 clusters Score -6349376 nChanged 22489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -6361876.500000 Penalty: 5352.554688
	Iteration 1F: 3 clusters Score -6361876 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -6362467.500000 Penalty: 5352.554688
	Iteration 2Q: 3 clusters Score -6362468 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -6363037.000000 Penalty: 5352.554688
	Iteration 3Q: 3 clusters Score -6363037 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6363743.000000 Penalty: 5352.554688
	Iteration 4Q: 3 clusters Score -6363743 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6364641.500000 Penalty: 5352.554688
	Iteration 5Q: 3 clusters Score -6364642 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -6365702.000000 Penalty: 5352.554688
	Iteration 6Q: 3 clusters Score -6365702 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -6367160.000000 Penalty: 5352.554688
	Iteration 7F: 3 clusters Score -6367160 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6369108.500000 Penalty: 5352.554688
	Iteration 8F: 3 clusters Score -6369108 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6370982.500000 Penalty: 5352.554688
	Iteration 9F: 3 clusters Score -6370982 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -6372386.500000 Penalty: 5352.554688
	Iteration 10Q: 3 clusters Score -6372386 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -6373139.500000 Penalty: 5352.554688
	Iteration 11Q: 3 clusters Score -6373140 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -6373578.500000 Penalty: 5352.554688
	Iteration 12Q: 3 clusters Score -6373578 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -6373782.000000 Penalty: 5352.554688
	Iteration 13Q: 3 clusters Score -6373782 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -6373962.000000 Penalty: 5352.554688
	Iteration 14Q: 3 clusters Score -6373962 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -6374158.000000 Penalty: 5352.554688
	Iteration 15Q: 3 clusters Score -6374158 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6374386.500000 Penalty: 5352.554688
	Iteration 16Q: 3 clusters Score -6374386 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6374680.000000 Penalty: 5352.554688
	Iteration 17Q: 3 clusters Score -6374680 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -6374937.500000 Penalty: 5352.554688
	Iteration 18Q: 3 clusters Score -6374938 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -6375175.000000 Penalty: 5352.554688
	Iteration 19Q: 3 clusters Score -6375175 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -6375413.000000 Penalty: 5352.554688
	Iteration 20F: 3 clusters Score -6375413 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -6375619.000000 Penalty: 5352.554688
	Iteration 21Q: 3 clusters Score -6375619 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -6375860.500000 Penalty: 5352.554688
	Iteration 22Q: 3 clusters Score -6375860 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6376171.000000 Penalty: 5352.554688
	Iteration 23Q: 3 clusters Score -6376171 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -6376411.000000 Penalty: 5352.554688
	Iteration 24Q: 3 clusters Score -6376411 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -6376679.500000 Penalty: 5352.554688
	Iteration 25Q: 3 clusters Score -6376680 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6376958.000000 Penalty: 5352.554688
	Iteration 26Q: 3 clusters Score -6376958 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6377168.000000 Penalty: 5352.554688
	Iteration 27Q: 3 clusters Score -6377168 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -6377412.000000 Penalty: 5352.554688
	Iteration 28Q: 3 clusters Score -6377412 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6377650.500000 Penalty: 5352.554688
	Iteration 29Q: 3 clusters Score -6377650 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6377855.000000 Penalty: 5352.554688
	Iteration 30Q: 3 clusters Score -6377855 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6378054.500000 Penalty: 5352.554688
	Iteration 31Q: 3 clusters Score -6378054 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6378219.000000 Penalty: 5352.554688
	Iteration 32Q: 3 clusters Score -6378219 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -6378416.500000 Penalty: 5352.554688
	Iteration 33Q: 3 clusters Score -6378416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6378574.500000 Penalty: 5352.554688
	Iteration 34Q: 3 clusters Score -6378574 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -6378688.000000 Penalty: 5352.554688
	Iteration 35Q: 3 clusters Score -6378688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6378778.500000 Penalty: 5352.554688
	Iteration 36Q: 3 clusters Score -6378778 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6378935.000000 Penalty: 5352.554688
	Iteration 37Q: 3 clusters Score -6378935 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6378990.500000 Penalty: 5352.554688
	Iteration 38Q: 3 clusters Score -6378990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6379082.500000 Penalty: 5352.554688
	Iteration 39Q: 3 clusters Score -6379082 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6379161.000000 Penalty: 5352.554688
	Iteration 40F: 3 clusters Score -6379161 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6379250.500000 Penalty: 5352.554688
	Iteration 41Q: 3 clusters Score -6379250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6379306.500000 Penalty: 5352.554688
	Iteration 42Q: 3 clusters Score -6379306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6379359.000000 Penalty: 5352.554688
	Iteration 43Q: 3 clusters Score -6379359 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6379401.000000 Penalty: 5352.554688
	Iteration 44Q: 3 clusters Score -6379401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6379475.500000 Penalty: 5352.554688
	Iteration 45Q: 3 clusters Score -6379476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6379506.000000 Penalty: 5352.554688
	Iteration 46Q: 3 clusters Score -6379506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6379564.500000 Penalty: 5352.554688
	Iteration 47Q: 3 clusters Score -6379564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6379597.000000 Penalty: 5352.554688
	Iteration 48Q: 3 clusters Score -6379597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6379637.000000 Penalty: 5352.554688
	Iteration 49Q: 3 clusters Score -6379637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6379675.000000 Penalty: 5352.554688
	Iteration 50Q: 3 clusters Score -6379675 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6379707.500000 Penalty: 5352.554688
	Iteration 51Q: 3 clusters Score -6379708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6379720.500000 Penalty: 5352.554688
	Iteration 52Q: 3 clusters Score -6379720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6379725.500000 Penalty: 5352.554688
	Iteration 53Q: 3 clusters Score -6379726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6379762.500000 Penalty: 5352.554688
	Iteration 54Q: 3 clusters Score -6379762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6379787.500000 Penalty: 5352.554688
	Iteration 55Q: 3 clusters Score -6379788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6379793.500000 Penalty: 5352.554688
	Iteration 56Q: 3 clusters Score -6379794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6379812.500000 Penalty: 5352.554688
	Iteration 57Q: 3 clusters Score -6379812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6379822.500000 Penalty: 5352.554688
	Iteration 58Q: 3 clusters Score -6379822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6379840.500000 Penalty: 5352.554688
	Iteration 59Q: 3 clusters Score -6379840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6379858.000000 Penalty: 5352.554688
	Iteration 60F: 3 clusters Score -6379858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6379870.000000 Penalty: 5352.554688
	Iteration 61Q: 3 clusters Score -6379870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6379880.000000 Penalty: 5352.554688
	Iteration 62Q: 3 clusters Score -6379880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6379892.500000 Penalty: 5352.554688
	Iteration 63Q: 3 clusters Score -6379892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6379903.000000 Penalty: 5352.554688
	Iteration 64Q: 3 clusters Score -6379903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6379911.500000 Penalty: 5352.554688
	Iteration 65Q: 3 clusters Score -6379912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6379921.000000 Penalty: 5352.554688
	Iteration 66Q: 3 clusters Score -6379921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6379919.000000 Penalty: 5352.554688
	Iteration 67Q: 3 clusters Score -6379919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6379926.500000 Penalty: 5352.554688
	Iteration 68Q: 3 clusters Score -6379926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6379929.000000 Penalty: 5352.554688
	Iteration 69Q: 3 clusters Score -6379929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6379933.000000 Penalty: 5352.554688
	Iteration 70Q: 3 clusters Score -6379933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6379928.000000 Penalty: 5352.554688
	Iteration 71Q: 3 clusters Score -6379928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6379927.500000 Penalty: 5352.554688
	Iteration 72Q: 3 clusters Score -6379928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6379932.500000 Penalty: 5352.554688
	Iteration 73Q: 3 clusters Score -6379932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6379932.000000 Penalty: 5352.554688
	Iteration 74Q: 3 clusters Score -6379932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6379941.500000 Penalty: 5352.554688
	Iteration 75Q: 3 clusters Score -6379942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6379942.500000 Penalty: 5352.554688
	Iteration 76Q: 3 clusters Score -6379942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6379952.500000 Penalty: 5352.554688
	Iteration 77Q: 3 clusters Score -6379952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6379950.500000 Penalty: 5352.554688
	Iteration 78Q: 3 clusters Score -6379950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6379951.500000 Penalty: 5352.554688
	Iteration 79Q: 3 clusters Score -6379952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6379954.000000 Penalty: 5352.554688
	Iteration 80F: 3 clusters Score -6379954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6379967.000000 Penalty: 5352.554688
	Iteration 81Q: 3 clusters Score -6379967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6379975.000000 Penalty: 5352.554688
	Iteration 82Q: 3 clusters Score -6379975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6379967.000000 Penalty: 5352.554688
	Iteration 83Q: 3 clusters Score -6379967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6379968.000000 Penalty: 5352.554688
	Iteration 84Q: 3 clusters Score -6379968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6379974.000000 Penalty: 5352.554688
	Iteration 85Q: 3 clusters Score -6379974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6379968.000000 Penalty: 5352.554688
	Iteration 86Q: 3 clusters Score -6379968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6379973.500000 Penalty: 5352.554688
	Iteration 87Q: 3 clusters Score -6379974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6379974.000000 Penalty: 5352.554688
	Iteration 88Q: 3 clusters Score -6379974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6379976.500000 Penalty: 5352.554688
	Iteration 89Q: 3 clusters Score -6379976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6379977.000000 Penalty: 5352.554688
	Iteration 90Q: 3 clusters Score -6379977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6379977.000000 Penalty: 5352.554688
	Iteration 91Q: 3 clusters Score -6379977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6379971.500000 Penalty: 5352.554688
	Iteration 92Q: 3 clusters Score -6379972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6379976.500000 Penalty: 5352.554688
	Iteration 93Q: 3 clusters Score -6379976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6379976.500000 Penalty: 5352.554688
	Iteration 94Q: 3 clusters Score -6379976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6379973.000000 Penalty: 5352.554688
	Iteration 95Q: 3 clusters Score -6379973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6379970.000000 Penalty: 5352.554688
	Iteration 96Q: 3 clusters Score -6379970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6379974.000000 Penalty: 5352.554688
	Iteration 97Q: 3 clusters Score -6379974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6379974.000000 Penalty: 5352.554688
	Iteration 98F: 3 clusters Score -6379974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -154957.546875 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -154957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152886.343750 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -152886.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154232.437500 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -154232.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156012.781250 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -156012.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156836.671875 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -156836.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157243.187500 Penalty: 3619.020996
	Iteration 4F: 3 clusters Score -157243.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157561.687500 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -157561.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157813.359375 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -157813.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158056.765625 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -158056.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158530.625000 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -158530.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159093.156250 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -159093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159846.671875 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -159846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160007.265625 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -160007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160015.031250 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -160015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160017.296875 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -160017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160017.296875 Penalty: 3619.020996
	Iteration 14F: 3 clusters Score -160017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 32732 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 33113 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 631 members 
Entering Unmasked Estep 
Score: -104950952.000000 Penalty: 111635.625000
Splitting cluster 18 changes total score from -104946960.000000 to -104950952.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (21271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Entering Unmasked Estep 
Score: -2774956.000000 Penalty: 2471.344971
	Iteration 0F: 2 clusters Score -2774956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2760073.000000 Penalty: 4942.689941
	Iteration 0F: 3 clusters Score -2760073 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2765096.750000 Penalty: 4942.689941
	Iteration 1F: 3 clusters Score -2765097 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2765488.500000 Penalty: 4942.689941
	Iteration 2F: 3 clusters Score -2765488 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2765808.500000 Penalty: 4942.689941
	Iteration 3Q: 3 clusters Score -2765808 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2766052.500000 Penalty: 4942.689941
	Iteration 4Q: 3 clusters Score -2766052 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2766266.750000 Penalty: 4942.689941
	Iteration 5Q: 3 clusters Score -2766267 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2766507.250000 Penalty: 4942.689941
	Iteration 6Q: 3 clusters Score -2766507 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2766806.750000 Penalty: 4942.689941
	Iteration 7Q: 3 clusters Score -2766807 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2767151.750000 Penalty: 4942.689941
	Iteration 8Q: 3 clusters Score -2767152 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2767555.750000 Penalty: 4942.689941
	Iteration 9Q: 3 clusters Score -2767556 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2768001.000000 Penalty: 4942.689941
	Iteration 10Q: 3 clusters Score -2768001 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2768480.000000 Penalty: 4942.689941
	Iteration 11Q: 3 clusters Score -2768480 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2768920.250000 Penalty: 4942.689941
	Iteration 12Q: 3 clusters Score -2768920 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2769286.750000 Penalty: 4942.689941
	Iteration 13Q: 3 clusters Score -2769287 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2769598.750000 Penalty: 4942.689941
	Iteration 14Q: 3 clusters Score -2769599 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2769808.500000 Penalty: 4942.689941
	Iteration 15Q: 3 clusters Score -2769808 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2769996.500000 Penalty: 4942.689941
	Iteration 16Q: 3 clusters Score -2769996 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2770132.250000 Penalty: 4942.689941
	Iteration 17Q: 3 clusters Score -2770132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2770241.000000 Penalty: 4942.689941
	Iteration 18Q: 3 clusters Score -2770241 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2770327.250000 Penalty: 4942.689941
	Iteration 19Q: 3 clusters Score -2770327 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2770377.250000 Penalty: 4942.689941
	Iteration 20F: 3 clusters Score -2770377 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2770416.000000 Penalty: 4942.689941
	Iteration 21Q: 3 clusters Score -2770416 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2770469.500000 Penalty: 4942.689941
	Iteration 22Q: 3 clusters Score -2770470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2770502.500000 Penalty: 4942.689941
	Iteration 23Q: 3 clusters Score -2770502 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2770542.750000 Penalty: 4942.689941
	Iteration 24Q: 3 clusters Score -2770543 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2770584.000000 Penalty: 4942.689941
	Iteration 25Q: 3 clusters Score -2770584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2770623.250000 Penalty: 4942.689941
	Iteration 26Q: 3 clusters Score -2770623 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2770650.500000 Penalty: 4942.689941
	Iteration 27Q: 3 clusters Score -2770650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2770662.000000 Penalty: 4942.689941
	Iteration 28Q: 3 clusters Score -2770662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2770695.500000 Penalty: 4942.689941
	Iteration 29Q: 3 clusters Score -2770696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2770711.250000 Penalty: 4942.689941
	Iteration 30Q: 3 clusters Score -2770711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2770732.000000 Penalty: 4942.689941
	Iteration 31Q: 3 clusters Score -2770732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2770747.000000 Penalty: 4942.689941
	Iteration 32Q: 3 clusters Score -2770747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2770749.250000 Penalty: 4942.689941
	Iteration 33Q: 3 clusters Score -2770749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2770756.750000 Penalty: 4942.689941
	Iteration 34Q: 3 clusters Score -2770757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2770769.000000 Penalty: 4942.689941
	Iteration 35Q: 3 clusters Score -2770769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2770771.250000 Penalty: 4942.689941
	Iteration 36Q: 3 clusters Score -2770771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2770777.500000 Penalty: 4942.689941
	Iteration 37Q: 3 clusters Score -2770778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2770795.500000 Penalty: 4942.689941
	Iteration 38Q: 3 clusters Score -2770796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2770806.750000 Penalty: 4942.689941
	Iteration 39Q: 3 clusters Score -2770807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2770808.500000 Penalty: 4942.689941
	Iteration 40F: 3 clusters Score -2770808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2770821.750000 Penalty: 4942.689941
	Iteration 41Q: 3 clusters Score -2770822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2770828.250000 Penalty: 4942.689941
	Iteration 42Q: 3 clusters Score -2770828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2770835.000000 Penalty: 4942.689941
	Iteration 43Q: 3 clusters Score -2770835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2770840.500000 Penalty: 4942.689941
	Iteration 44Q: 3 clusters Score -2770840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2770852.250000 Penalty: 4942.689941
	Iteration 45Q: 3 clusters Score -2770852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2770862.250000 Penalty: 4942.689941
	Iteration 46Q: 3 clusters Score -2770862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2770865.000000 Penalty: 4942.689941
	Iteration 47Q: 3 clusters Score -2770865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2770883.000000 Penalty: 4942.689941
	Iteration 48Q: 3 clusters Score -2770883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2770897.750000 Penalty: 4942.689941
	Iteration 49Q: 3 clusters Score -2770898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2770920.500000 Penalty: 4942.689941
	Iteration 50Q: 3 clusters Score -2770920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2770942.500000 Penalty: 4942.689941
	Iteration 51Q: 3 clusters Score -2770942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2770971.250000 Penalty: 4942.689941
	Iteration 52Q: 3 clusters Score -2770971 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2770980.500000 Penalty: 4942.689941
	Iteration 53Q: 3 clusters Score -2770980 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2771005.500000 Penalty: 4942.689941
	Iteration 54Q: 3 clusters Score -2771006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2771027.250000 Penalty: 4942.689941
	Iteration 55Q: 3 clusters Score -2771027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2771066.500000 Penalty: 4942.689941
	Iteration 56Q: 3 clusters Score -2771066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2771101.000000 Penalty: 4942.689941
	Iteration 57Q: 3 clusters Score -2771101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2771135.250000 Penalty: 4942.689941
	Iteration 58Q: 3 clusters Score -2771135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2771186.750000 Penalty: 4942.689941
	Iteration 59Q: 3 clusters Score -2771187 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2771236.000000 Penalty: 4942.689941
	Iteration 60F: 3 clusters Score -2771236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2771284.750000 Penalty: 4942.689941
	Iteration 61Q: 3 clusters Score -2771285 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2771345.750000 Penalty: 4942.689941
	Iteration 62Q: 3 clusters Score -2771346 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2771403.250000 Penalty: 4942.689941
	Iteration 63Q: 3 clusters Score -2771403 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2771474.500000 Penalty: 4942.689941
	Iteration 64Q: 3 clusters Score -2771474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2771566.250000 Penalty: 4942.689941
	Iteration 65Q: 3 clusters Score -2771566 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2771655.000000 Penalty: 4942.689941
	Iteration 66Q: 3 clusters Score -2771655 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2771750.000000 Penalty: 4942.689941
	Iteration 67Q: 3 clusters Score -2771750 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2771824.250000 Penalty: 4942.689941
	Iteration 68Q: 3 clusters Score -2771824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2771924.000000 Penalty: 4942.689941
	Iteration 69Q: 3 clusters Score -2771924 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2772002.000000 Penalty: 4942.689941
	Iteration 70Q: 3 clusters Score -2772002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2772078.500000 Penalty: 4942.689941
	Iteration 71Q: 3 clusters Score -2772078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2772159.000000 Penalty: 4942.689941
	Iteration 72Q: 3 clusters Score -2772159 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2772230.500000 Penalty: 4942.689941
	Iteration 73Q: 3 clusters Score -2772230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2772297.750000 Penalty: 4942.689941
	Iteration 74Q: 3 clusters Score -2772298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2772372.500000 Penalty: 4942.689941
	Iteration 75Q: 3 clusters Score -2772372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2772434.750000 Penalty: 4942.689941
	Iteration 76Q: 3 clusters Score -2772435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2772478.500000 Penalty: 4942.689941
	Iteration 77Q: 3 clusters Score -2772478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2772537.250000 Penalty: 4942.689941
	Iteration 78Q: 3 clusters Score -2772537 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2772590.000000 Penalty: 4942.689941
	Iteration 79Q: 3 clusters Score -2772590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2772626.250000 Penalty: 4942.689941
	Iteration 80F: 3 clusters Score -2772626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2772648.750000 Penalty: 4942.689941
	Iteration 81Q: 3 clusters Score -2772649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2772677.750000 Penalty: 4942.689941
	Iteration 82Q: 3 clusters Score -2772678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2772695.750000 Penalty: 4942.689941
	Iteration 83Q: 3 clusters Score -2772696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2772713.750000 Penalty: 4942.689941
	Iteration 84Q: 3 clusters Score -2772714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2772733.000000 Penalty: 4942.689941
	Iteration 85Q: 3 clusters Score -2772733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2772761.500000 Penalty: 4942.689941
	Iteration 86Q: 3 clusters Score -2772762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2772780.500000 Penalty: 4942.689941
	Iteration 87Q: 3 clusters Score -2772780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2772796.000000 Penalty: 4942.689941
	Iteration 88Q: 3 clusters Score -2772796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2772804.500000 Penalty: 4942.689941
	Iteration 89Q: 3 clusters Score -2772804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2772816.500000 Penalty: 4942.689941
	Iteration 90Q: 3 clusters Score -2772816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2772819.000000 Penalty: 4942.689941
	Iteration 91Q: 3 clusters Score -2772819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2772820.750000 Penalty: 4942.689941
	Iteration 92Q: 3 clusters Score -2772821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2772828.000000 Penalty: 4942.689941
	Iteration 93Q: 3 clusters Score -2772828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2772828.000000 Penalty: 4942.689941
	Iteration 94Q: 3 clusters Score -2772828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2772836.000000 Penalty: 4942.689941
	Iteration 95Q: 3 clusters Score -2772836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2772842.500000 Penalty: 4942.689941
	Iteration 96Q: 3 clusters Score -2772842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2772846.000000 Penalty: 4942.689941
	Iteration 97Q: 3 clusters Score -2772846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2772847.750000 Penalty: 4942.689941
	Iteration 98Q: 3 clusters Score -2772848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2772852.000000 Penalty: 4942.689941
	Iteration 99Q: 3 clusters Score -2772852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2772855.000000 Penalty: 4942.689941
	Iteration 100F: 3 clusters Score -2772855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2772857.250000 Penalty: 4942.689941
	Iteration 101Q: 3 clusters Score -2772857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2772860.500000 Penalty: 4942.689941
	Iteration 102Q: 3 clusters Score -2772860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2772860.500000 Penalty: 4942.689941
	Iteration 103F: 3 clusters Score -2772860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -1018145.750000 Penalty: 2248.913818
	Iteration 0F: 2 clusters Score -1018146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1011388.187500 Penalty: 4497.827637
	Iteration 0F: 3 clusters Score -1011388 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1013349.875000 Penalty: 4497.827637
	Iteration 1F: 3 clusters Score -1013350 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1013795.562500 Penalty: 4497.827637
	Iteration 2F: 3 clusters Score -1013796 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1014241.062500 Penalty: 4497.827637
	Iteration 3F: 3 clusters Score -1014241 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1014577.625000 Penalty: 4497.827637
	Iteration 4F: 3 clusters Score -1014578 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1014777.250000 Penalty: 4497.827637
	Iteration 5Q: 3 clusters Score -1014777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1014911.375000 Penalty: 4497.827637
	Iteration 6Q: 3 clusters Score -1014911 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1015014.875000 Penalty: 4497.827637
	Iteration 7Q: 3 clusters Score -1015015 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1015098.125000 Penalty: 4497.827637
	Iteration 8Q: 3 clusters Score -1015098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1015179.187500 Penalty: 4497.827637
	Iteration 9Q: 3 clusters Score -1015179 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1015269.875000 Penalty: 4497.827637
	Iteration 10Q: 3 clusters Score -1015270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1015343.312500 Penalty: 4497.827637
	Iteration 11Q: 3 clusters Score -1015343 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1015415.625000 Penalty: 4497.827637
	Iteration 12Q: 3 clusters Score -1015416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1015489.500000 Penalty: 4497.827637
	Iteration 13Q: 3 clusters Score -1015490 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1015553.562500 Penalty: 4497.827637
	Iteration 14Q: 3 clusters Score -1015554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1015598.437500 Penalty: 4497.827637
	Iteration 15Q: 3 clusters Score -1015598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1015646.437500 Penalty: 4497.827637
	Iteration 16Q: 3 clusters Score -1015646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1015683.062500 Penalty: 4497.827637
	Iteration 17Q: 3 clusters Score -1015683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1015723.437500 Penalty: 4497.827637
	Iteration 18Q: 3 clusters Score -1015723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1015761.375000 Penalty: 4497.827637
	Iteration 19Q: 3 clusters Score -1015761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1015797.687500 Penalty: 4497.827637
	Iteration 20F: 3 clusters Score -1015798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1015828.687500 Penalty: 4497.827637
	Iteration 21Q: 3 clusters Score -1015829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1015856.937500 Penalty: 4497.827637
	Iteration 22Q: 3 clusters Score -1015857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1015879.312500 Penalty: 4497.827637
	Iteration 23Q: 3 clusters Score -1015879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1015898.312500 Penalty: 4497.827637
	Iteration 24Q: 3 clusters Score -1015898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1015912.687500 Penalty: 4497.827637
	Iteration 25Q: 3 clusters Score -1015913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1015929.437500 Penalty: 4497.827637
	Iteration 26Q: 3 clusters Score -1015929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1015945.625000 Penalty: 4497.827637
	Iteration 27Q: 3 clusters Score -1015946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1015958.187500 Penalty: 4497.827637
	Iteration 28Q: 3 clusters Score -1015958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1015966.500000 Penalty: 4497.827637
	Iteration 29Q: 3 clusters Score -1015966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1015975.250000 Penalty: 4497.827637
	Iteration 30Q: 3 clusters Score -1015975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1015982.687500 Penalty: 4497.827637
	Iteration 31Q: 3 clusters Score -1015983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1015987.625000 Penalty: 4497.827637
	Iteration 32Q: 3 clusters Score -1015988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1015995.312500 Penalty: 4497.827637
	Iteration 33Q: 3 clusters Score -1015995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1015997.250000 Penalty: 4497.827637
	Iteration 34Q: 3 clusters Score -1015997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1016003.250000 Penalty: 4497.827637
	Iteration 35Q: 3 clusters Score -1016003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1016005.312500 Penalty: 4497.827637
	Iteration 36Q: 3 clusters Score -1016005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1016008.187500 Penalty: 4497.827637
	Iteration 37Q: 3 clusters Score -1016008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1016012.750000 Penalty: 4497.827637
	Iteration 38Q: 3 clusters Score -1016013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1016014.937500 Penalty: 4497.827637
	Iteration 39Q: 3 clusters Score -1016015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1016022.250000 Penalty: 4497.827637
	Iteration 40F: 3 clusters Score -1016022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1016022.500000 Penalty: 4497.827637
	Iteration 41Q: 3 clusters Score -1016022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1016024.750000 Penalty: 4497.827637
	Iteration 42Q: 3 clusters Score -1016025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1016028.187500 Penalty: 4497.827637
	Iteration 43Q: 3 clusters Score -1016028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1016029.437500 Penalty: 4497.827637
	Iteration 44Q: 3 clusters Score -1016029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1016036.812500 Penalty: 4497.827637
	Iteration 45Q: 3 clusters Score -1016037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1016040.750000 Penalty: 4497.827637
	Iteration 46Q: 3 clusters Score -1016041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1016043.750000 Penalty: 4497.827637
	Iteration 47Q: 3 clusters Score -1016044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1016045.062500 Penalty: 4497.827637
	Iteration 48Q: 3 clusters Score -1016045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1016050.437500 Penalty: 4497.827637
	Iteration 49Q: 3 clusters Score -1016050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1016063.812500 Penalty: 4497.827637
	Iteration 50Q: 3 clusters Score -1016064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1016082.375000 Penalty: 4497.827637
	Iteration 51Q: 3 clusters Score -1016082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1016106.187500 Penalty: 4497.827637
	Iteration 52Q: 3 clusters Score -1016106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1016126.250000 Penalty: 4497.827637
	Iteration 53Q: 3 clusters Score -1016126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1016142.375000 Penalty: 4497.827637
	Iteration 54Q: 3 clusters Score -1016142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1016151.000000 Penalty: 4497.827637
	Iteration 55Q: 3 clusters Score -1016151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1016163.062500 Penalty: 4497.827637
	Iteration 56Q: 3 clusters Score -1016163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1016176.812500 Penalty: 4497.827637
	Iteration 57Q: 3 clusters Score -1016177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1016184.125000 Penalty: 4497.827637
	Iteration 58Q: 3 clusters Score -1016184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1016192.625000 Penalty: 4497.827637
	Iteration 59Q: 3 clusters Score -1016193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1016198.437500 Penalty: 4497.827637
	Iteration 60F: 3 clusters Score -1016198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1016202.875000 Penalty: 4497.827637
	Iteration 61Q: 3 clusters Score -1016203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1016209.750000 Penalty: 4497.827637
	Iteration 62Q: 3 clusters Score -1016210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1016212.187500 Penalty: 4497.827637
	Iteration 63Q: 3 clusters Score -1016212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1016219.312500 Penalty: 4497.827637
	Iteration 64Q: 3 clusters Score -1016219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1016228.687500 Penalty: 4497.827637
	Iteration 65Q: 3 clusters Score -1016229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1016237.437500 Penalty: 4497.827637
	Iteration 66Q: 3 clusters Score -1016237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1016250.062500 Penalty: 4497.827637
	Iteration 67Q: 3 clusters Score -1016250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1016263.062500 Penalty: 4497.827637
	Iteration 68Q: 3 clusters Score -1016263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1016276.250000 Penalty: 4497.827637
	Iteration 69Q: 3 clusters Score -1016276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1016283.875000 Penalty: 4497.827637
	Iteration 70Q: 3 clusters Score -1016284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1016293.000000 Penalty: 4497.827637
	Iteration 71Q: 3 clusters Score -1016293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1016300.250000 Penalty: 4497.827637
	Iteration 72Q: 3 clusters Score -1016300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1016311.187500 Penalty: 4497.827637
	Iteration 73Q: 3 clusters Score -1016311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1016322.000000 Penalty: 4497.827637
	Iteration 74Q: 3 clusters Score -1016322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1016329.375000 Penalty: 4497.827637
	Iteration 75Q: 3 clusters Score -1016329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1016337.875000 Penalty: 4497.827637
	Iteration 76Q: 3 clusters Score -1016338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1016342.500000 Penalty: 4497.827637
	Iteration 77Q: 3 clusters Score -1016342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1016345.062500 Penalty: 4497.827637
	Iteration 78Q: 3 clusters Score -1016345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1016349.312500 Penalty: 4497.827637
	Iteration 79Q: 3 clusters Score -1016349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1016355.500000 Penalty: 4497.827637
	Iteration 80F: 3 clusters Score -1016356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1016359.375000 Penalty: 4497.827637
	Iteration 81Q: 3 clusters Score -1016359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1016362.500000 Penalty: 4497.827637
	Iteration 82Q: 3 clusters Score -1016362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1016369.375000 Penalty: 4497.827637
	Iteration 83Q: 3 clusters Score -1016369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1016374.375000 Penalty: 4497.827637
	Iteration 84Q: 3 clusters Score -1016374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1016372.625000 Penalty: 4497.827637
	Iteration 85Q: 3 clusters Score -1016373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1016372.875000 Penalty: 4497.827637
	Iteration 86Q: 3 clusters Score -1016373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1016381.687500 Penalty: 4497.827637
	Iteration 87Q: 3 clusters Score -1016382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1016384.000000 Penalty: 4497.827637
	Iteration 88Q: 3 clusters Score -1016384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1016388.687500 Penalty: 4497.827637
	Iteration 89Q: 3 clusters Score -1016389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1016390.312500 Penalty: 4497.827637
	Iteration 90Q: 3 clusters Score -1016390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1016395.250000 Penalty: 4497.827637
	Iteration 91Q: 3 clusters Score -1016395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1016399.375000 Penalty: 4497.827637
	Iteration 92Q: 3 clusters Score -1016399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1016402.187500 Penalty: 4497.827637
	Iteration 93Q: 3 clusters Score -1016402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1016405.562500 Penalty: 4497.827637
	Iteration 94Q: 3 clusters Score -1016406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1016407.125000 Penalty: 4497.827637
	Iteration 95Q: 3 clusters Score -1016407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1016409.437500 Penalty: 4497.827637
	Iteration 96Q: 3 clusters Score -1016409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1016408.687500 Penalty: 4497.827637
	Iteration 97Q: 3 clusters Score -1016409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1016410.937500 Penalty: 4497.827637
	Iteration 98Q: 3 clusters Score -1016411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1016414.187500 Penalty: 4497.827637
	Iteration 99Q: 3 clusters Score -1016414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1016417.625000 Penalty: 4497.827637
	Iteration 100F: 3 clusters Score -1016418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1016420.375000 Penalty: 4497.827637
	Iteration 101Q: 3 clusters Score -1016420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1016421.500000 Penalty: 4497.827637
	Iteration 102Q: 3 clusters Score -1016422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1016426.562500 Penalty: 4497.827637
	Iteration 103Q: 3 clusters Score -1016427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1016429.062500 Penalty: 4497.827637
	Iteration 104Q: 3 clusters Score -1016429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1016433.812500 Penalty: 4497.827637
	Iteration 105Q: 3 clusters Score -1016434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1016442.187500 Penalty: 4497.827637
	Iteration 106Q: 3 clusters Score -1016442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1016451.000000 Penalty: 4497.827637
	Iteration 107Q: 3 clusters Score -1016451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1016458.625000 Penalty: 4497.827637
	Iteration 108Q: 3 clusters Score -1016459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1016466.687500 Penalty: 4497.827637
	Iteration 109Q: 3 clusters Score -1016467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1016473.437500 Penalty: 4497.827637
	Iteration 110Q: 3 clusters Score -1016473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1016478.875000 Penalty: 4497.827637
	Iteration 111Q: 3 clusters Score -1016479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1016485.187500 Penalty: 4497.827637
	Iteration 112Q: 3 clusters Score -1016485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1016495.500000 Penalty: 4497.827637
	Iteration 113Q: 3 clusters Score -1016496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1016507.062500 Penalty: 4497.827637
	Iteration 114Q: 3 clusters Score -1016507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1016520.437500 Penalty: 4497.827637
	Iteration 115Q: 3 clusters Score -1016520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1016533.000000 Penalty: 4497.827637
	Iteration 116Q: 3 clusters Score -1016533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1016546.250000 Penalty: 4497.827637
	Iteration 117Q: 3 clusters Score -1016546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1016559.750000 Penalty: 4497.827637
	Iteration 118Q: 3 clusters Score -1016560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1016587.875000 Penalty: 4497.827637
	Iteration 119Q: 3 clusters Score -1016588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1016613.250000 Penalty: 4497.827637
	Iteration 120F: 3 clusters Score -1016613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1016653.562500 Penalty: 4497.827637
	Iteration 121Q: 3 clusters Score -1016654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1016700.937500 Penalty: 4497.827637
	Iteration 122Q: 3 clusters Score -1016701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1016761.562500 Penalty: 4497.827637
	Iteration 123Q: 3 clusters Score -1016762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1016814.562500 Penalty: 4497.827637
	Iteration 124Q: 3 clusters Score -1016815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1016879.562500 Penalty: 4497.827637
	Iteration 125Q: 3 clusters Score -1016880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1016945.312500 Penalty: 4497.827637
	Iteration 126Q: 3 clusters Score -1016945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1017014.000000 Penalty: 4497.827637
	Iteration 127Q: 3 clusters Score -1017014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1017087.187500 Penalty: 4497.827637
	Iteration 128Q: 3 clusters Score -1017087 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1017139.812500 Penalty: 4497.827637
	Iteration 129Q: 3 clusters Score -1017140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1017176.125000 Penalty: 4497.827637
	Iteration 130Q: 3 clusters Score -1017176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1017216.000000 Penalty: 4497.827637
	Iteration 131Q: 3 clusters Score -1017216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1017243.625000 Penalty: 4497.827637
	Iteration 132Q: 3 clusters Score -1017244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1017269.687500 Penalty: 4497.827637
	Iteration 133Q: 3 clusters Score -1017270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1017287.500000 Penalty: 4497.827637
	Iteration 134Q: 3 clusters Score -1017288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1017306.937500 Penalty: 4497.827637
	Iteration 135Q: 3 clusters Score -1017307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1017324.125000 Penalty: 4497.827637
	Iteration 136Q: 3 clusters Score -1017324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1017329.312500 Penalty: 4497.827637
	Iteration 137Q: 3 clusters Score -1017329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1017339.187500 Penalty: 4497.827637
	Iteration 138Q: 3 clusters Score -1017339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1017350.500000 Penalty: 4497.827637
	Iteration 139Q: 3 clusters Score -1017350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1017357.437500 Penalty: 4497.827637
	Iteration 140F: 3 clusters Score -1017357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1017369.375000 Penalty: 4497.827637
	Iteration 141Q: 3 clusters Score -1017369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1017381.687500 Penalty: 4497.827637
	Iteration 142Q: 3 clusters Score -1017382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1017394.062500 Penalty: 4497.827637
	Iteration 143Q: 3 clusters Score -1017394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1017406.312500 Penalty: 4497.827637
	Iteration 144Q: 3 clusters Score -1017406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1017412.000000 Penalty: 4497.827637
	Iteration 145Q: 3 clusters Score -1017412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1017416.437500 Penalty: 4497.827637
	Iteration 146Q: 3 clusters Score -1017416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1017416.875000 Penalty: 4497.827637
	Iteration 147Q: 3 clusters Score -1017417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1017417.750000 Penalty: 4497.827637
	Iteration 148Q: 3 clusters Score -1017418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1017418.437500 Penalty: 4497.827637
	Iteration 149Q: 3 clusters Score -1017418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1017419.812500 Penalty: 4497.827637
	Iteration 150Q: 3 clusters Score -1017420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1017418.312500 Penalty: 4497.827637
	Iteration 151Q: 3 clusters Score -1017418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1017420.937500 Penalty: 4497.827637
	Iteration 152Q: 3 clusters Score -1017421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1017422.500000 Penalty: 4497.827637
	Iteration 153Q: 3 clusters Score -1017422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1017421.062500 Penalty: 4497.827637
	Iteration 154Q: 3 clusters Score -1017421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1017424.125000 Penalty: 4497.827637
	Iteration 155Q: 3 clusters Score -1017424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1017423.312500 Penalty: 4497.827637
	Iteration 156Q: 3 clusters Score -1017423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1017424.562500 Penalty: 4497.827637
	Iteration 157Q: 3 clusters Score -1017425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1017427.500000 Penalty: 4497.827637
	Iteration 158Q: 3 clusters Score -1017428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1017431.125000 Penalty: 4497.827637
	Iteration 159Q: 3 clusters Score -1017431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1017429.625000 Penalty: 4497.827637
	Iteration 160F: 3 clusters Score -1017430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Entering Unmasked Estep 
Score: -500031.343750 Penalty: 2092.231445
	Iteration 0F: 2 clusters Score -500031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -495809.093750 Penalty: 4184.462891
	Iteration 0F: 3 clusters Score -495809.1 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -496954.000000 Penalty: 4184.462891
	Iteration 1F: 3 clusters Score -496954 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -497445.062500 Penalty: 4184.462891
	Iteration 2F: 3 clusters Score -497445.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -497882.656250 Penalty: 4184.462891
	Iteration 3F: 3 clusters Score -497882.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -498158.593750 Penalty: 4184.462891
	Iteration 4F: 3 clusters Score -498158.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -498369.781250 Penalty: 4184.462891
	Iteration 5F: 3 clusters Score -498369.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -498544.843750 Penalty: 4184.462891
	Iteration 6Q: 3 clusters Score -498544.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -498678.062500 Penalty: 4184.462891
	Iteration 7Q: 3 clusters Score -498678.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -498786.156250 Penalty: 4184.462891
	Iteration 8Q: 3 clusters Score -498786.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -498876.750000 Penalty: 4184.462891
	Iteration 9Q: 3 clusters Score -498876.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -498939.281250 Penalty: 4184.462891
	Iteration 10Q: 3 clusters Score -498939.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -498985.125000 Penalty: 4184.462891
	Iteration 11Q: 3 clusters Score -498985.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -499023.562500 Penalty: 4184.462891
	Iteration 12Q: 3 clusters Score -499023.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -499050.562500 Penalty: 4184.462891
	Iteration 13Q: 3 clusters Score -499050.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -499070.031250 Penalty: 4184.462891
	Iteration 14Q: 3 clusters Score -499070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -499085.593750 Penalty: 4184.462891
	Iteration 15Q: 3 clusters Score -499085.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -499094.250000 Penalty: 4184.462891
	Iteration 16Q: 3 clusters Score -499094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -499105.156250 Penalty: 4184.462891
	Iteration 17Q: 3 clusters Score -499105.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -499122.812500 Penalty: 4184.462891
	Iteration 18Q: 3 clusters Score -499122.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -499140.281250 Penalty: 4184.462891
	Iteration 19Q: 3 clusters Score -499140.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -499157.343750 Penalty: 4184.462891
	Iteration 20F: 3 clusters Score -499157.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -499167.843750 Penalty: 4184.462891
	Iteration 21Q: 3 clusters Score -499167.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -499178.625000 Penalty: 4184.462891
	Iteration 22Q: 3 clusters Score -499178.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -499192.875000 Penalty: 4184.462891
	Iteration 23Q: 3 clusters Score -499192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -499200.531250 Penalty: 4184.462891
	Iteration 24Q: 3 clusters Score -499200.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -499204.625000 Penalty: 4184.462891
	Iteration 25Q: 3 clusters Score -499204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -499205.968750 Penalty: 4184.462891
	Iteration 26Q: 3 clusters Score -499206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -499211.750000 Penalty: 4184.462891
	Iteration 27Q: 3 clusters Score -499211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -499217.812500 Penalty: 4184.462891
	Iteration 28Q: 3 clusters Score -499217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -499224.312500 Penalty: 4184.462891
	Iteration 29Q: 3 clusters Score -499224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -499229.656250 Penalty: 4184.462891
	Iteration 30Q: 3 clusters Score -499229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -499236.093750 Penalty: 4184.462891
	Iteration 31Q: 3 clusters Score -499236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -499238.812500 Penalty: 4184.462891
	Iteration 32Q: 3 clusters Score -499238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -499240.812500 Penalty: 4184.462891
	Iteration 33Q: 3 clusters Score -499240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -499243.375000 Penalty: 4184.462891
	Iteration 34Q: 3 clusters Score -499243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -499247.437500 Penalty: 4184.462891
	Iteration 35Q: 3 clusters Score -499247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -499248.281250 Penalty: 4184.462891
	Iteration 36Q: 3 clusters Score -499248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -499248.718750 Penalty: 4184.462891
	Iteration 37Q: 3 clusters Score -499248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -499249.625000 Penalty: 4184.462891
	Iteration 38Q: 3 clusters Score -499249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -499251.250000 Penalty: 4184.462891
	Iteration 39Q: 3 clusters Score -499251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -499251.250000 Penalty: 4184.462891
	Iteration 40F: 3 clusters Score -499251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1330051.625000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1330052 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 5316 members 
Entering Unmasked Estep 
Score: -1322106.125000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1322106 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1324377.125000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1324377 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1324666.000000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1324666 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1324887.875000 Penalty: 4589.591309
	Iteration 3Q: 3 clusters Score -1324888 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1325077.500000 Penalty: 4589.591309
	Iteration 4Q: 3 clusters Score -1325078 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1325272.250000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -1325272 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1325473.875000 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -1325474 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1325706.000000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1325706 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1325964.875000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1325965 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1326279.125000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1326279 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1326623.375000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1326623 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1326943.625000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1326944 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1327212.375000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1327212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1327400.000000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1327400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1327550.250000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1327550 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1327669.125000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1327669 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1327779.750000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1327780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1327872.250000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1327872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1327959.375000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1327959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1328022.375000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1328022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1328078.000000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1328078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1328117.250000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1328117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1328137.625000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1328138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1328154.875000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1328155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1328171.500000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1328172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1328185.250000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1328185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1328202.000000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1328202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1328221.000000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1328221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1328234.125000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1328234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1328244.250000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1328244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1328253.500000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -1328254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1328261.625000 Penalty: 4589.591309
	Iteration 31Q: 3 clusters Score -1328262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1328268.500000 Penalty: 4589.591309
	Iteration 32Q: 3 clusters Score -1328268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1328268.875000 Penalty: 4589.591309
	Iteration 33Q: 3 clusters Score -1328269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1328274.000000 Penalty: 4589.591309
	Iteration 34Q: 3 clusters Score -1328274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1328275.625000 Penalty: 4589.591309
	Iteration 35Q: 3 clusters Score -1328276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1328276.625000 Penalty: 4589.591309
	Iteration 36Q: 3 clusters Score -1328277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1328274.875000 Penalty: 4589.591309
	Iteration 37Q: 3 clusters Score -1328275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1328279.500000 Penalty: 4589.591309
	Iteration 38Q: 3 clusters Score -1328280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1328282.500000 Penalty: 4589.591309
	Iteration 39Q: 3 clusters Score -1328282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1328281.375000 Penalty: 4589.591309
	Iteration 40F: 3 clusters Score -1328281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1328283.875000 Penalty: 4589.591309
	Iteration 41Q: 3 clusters Score -1328284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1328290.375000 Penalty: 4589.591309
	Iteration 42Q: 3 clusters Score -1328290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1328295.125000 Penalty: 4589.591309
	Iteration 43Q: 3 clusters Score -1328295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1328303.000000 Penalty: 4589.591309
	Iteration 44Q: 3 clusters Score -1328303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1328307.000000 Penalty: 4589.591309
	Iteration 45Q: 3 clusters Score -1328307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1328308.500000 Penalty: 4589.591309
	Iteration 46Q: 3 clusters Score -1328308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1328311.500000 Penalty: 4589.591309
	Iteration 47Q: 3 clusters Score -1328312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1328311.000000 Penalty: 4589.591309
	Iteration 48Q: 3 clusters Score -1328311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1328311.750000 Penalty: 4589.591309
	Iteration 49Q: 3 clusters Score -1328312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1328314.000000 Penalty: 4589.591309
	Iteration 50Q: 3 clusters Score -1328314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1328313.750000 Penalty: 4589.591309
	Iteration 51Q: 3 clusters Score -1328314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1328315.625000 Penalty: 4589.591309
	Iteration 52Q: 3 clusters Score -1328316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1328315.500000 Penalty: 4589.591309
	Iteration 53Q: 3 clusters Score -1328316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1328317.125000 Penalty: 4589.591309
	Iteration 54Q: 3 clusters Score -1328317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1328317.625000 Penalty: 4589.591309
	Iteration 55Q: 3 clusters Score -1328318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1328320.625000 Penalty: 4589.591309
	Iteration 56Q: 3 clusters Score -1328321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1328320.000000 Penalty: 4589.591309
	Iteration 57Q: 3 clusters Score -1328320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1328322.375000 Penalty: 4589.591309
	Iteration 58Q: 3 clusters Score -1328322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1328322.375000 Penalty: 4589.591309
	Iteration 59F: 3 clusters Score -1328322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Entering Unmasked Estep 
Score: -509617.312500 Penalty: 2067.008545
	Iteration 0F: 2 clusters Score -509617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -505626.468750 Penalty: 4134.017090
	Iteration 0F: 3 clusters Score -505626.5 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -506573.281250 Penalty: 4134.017090
	Iteration 1F: 3 clusters Score -506573.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506818.625000 Penalty: 4134.017090
	Iteration 2F: 3 clusters Score -506818.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -507026.031250 Penalty: 4134.017090
	Iteration 3F: 3 clusters Score -507026 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -507214.281250 Penalty: 4134.017090
	Iteration 4F: 3 clusters Score -507214.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -507395.281250 Penalty: 4134.017090
	Iteration 5Q: 3 clusters Score -507395.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -507581.468750 Penalty: 4134.017090
	Iteration 6Q: 3 clusters Score -507581.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -507774.312500 Penalty: 4134.017090
	Iteration 7Q: 3 clusters Score -507774.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -507909.375000 Penalty: 4134.017090
	Iteration 8Q: 3 clusters Score -507909.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -508013.562500 Penalty: 4134.017090
	Iteration 9Q: 3 clusters Score -508013.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -508082.468750 Penalty: 4134.017090
	Iteration 10Q: 3 clusters Score -508082.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -508126.968750 Penalty: 4134.017090
	Iteration 11Q: 3 clusters Score -508127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -508167.625000 Penalty: 4134.017090
	Iteration 12Q: 3 clusters Score -508167.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -508201.687500 Penalty: 4134.017090
	Iteration 13Q: 3 clusters Score -508201.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -508233.687500 Penalty: 4134.017090
	Iteration 14Q: 3 clusters Score -508233.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -508256.968750 Penalty: 4134.017090
	Iteration 15Q: 3 clusters Score -508257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -508269.687500 Penalty: 4134.017090
	Iteration 16Q: 3 clusters Score -508269.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -508281.031250 Penalty: 4134.017090
	Iteration 17Q: 3 clusters Score -508281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -508288.437500 Penalty: 4134.017090
	Iteration 18Q: 3 clusters Score -508288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -508291.531250 Penalty: 4134.017090
	Iteration 19Q: 3 clusters Score -508291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -508293.718750 Penalty: 4134.017090
	Iteration 20F: 3 clusters Score -508293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -508294.968750 Penalty: 4134.017090
	Iteration 21Q: 3 clusters Score -508295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -508297.250000 Penalty: 4134.017090
	Iteration 22Q: 3 clusters Score -508297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -508297.875000 Penalty: 4134.017090
	Iteration 23Q: 3 clusters Score -508297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -508297.625000 Penalty: 4134.017090
	Iteration 24Q: 3 clusters Score -508297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -508297.625000 Penalty: 4134.017090
	Iteration 25F: 3 clusters Score -508297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Entering Unmasked Estep 
Score: -4507975.500000 Penalty: 2592.421631
	Iteration 0F: 2 clusters Score -4507976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4484464.000000 Penalty: 5184.843262
	Iteration 0F: 3 clusters Score -4484464 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4492753.000000 Penalty: 5184.843262
	Iteration 1F: 3 clusters Score -4492753 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4493168.500000 Penalty: 5184.843262
	Iteration 2Q: 3 clusters Score -4493168 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4493523.500000 Penalty: 5184.843262
	Iteration 3Q: 3 clusters Score -4493524 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4493831.000000 Penalty: 5184.843262
	Iteration 4Q: 3 clusters Score -4493831 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4494132.500000 Penalty: 5184.843262
	Iteration 5Q: 3 clusters Score -4494132 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4494409.000000 Penalty: 5184.843262
	Iteration 6Q: 3 clusters Score -4494409 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4494655.500000 Penalty: 5184.843262
	Iteration 7Q: 3 clusters Score -4494656 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4494947.500000 Penalty: 5184.843262
	Iteration 8Q: 3 clusters Score -4494948 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4495285.000000 Penalty: 5184.843262
	Iteration 9Q: 3 clusters Score -4495285 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -4495809.000000 Penalty: 5184.843262
	Iteration 10Q: 3 clusters Score -4495809 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4496601.000000 Penalty: 5184.843262
	Iteration 11Q: 3 clusters Score -4496601 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -4497811.500000 Penalty: 5184.843262
	Iteration 12F: 3 clusters Score -4497812 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4499555.000000 Penalty: 5184.843262
	Iteration 13F: 3 clusters Score -4499555 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4501521.000000 Penalty: 5184.843262
	Iteration 14F: 3 clusters Score -4501521 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4503131.500000 Penalty: 5184.843262
	Iteration 15F: 3 clusters Score -4503132 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4504272.000000 Penalty: 5184.843262
	Iteration 16Q: 3 clusters Score -4504272 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4504924.500000 Penalty: 5184.843262
	Iteration 17Q: 3 clusters Score -4504924 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4505232.500000 Penalty: 5184.843262
	Iteration 18Q: 3 clusters Score -4505232 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4505415.000000 Penalty: 5184.843262
	Iteration 19Q: 3 clusters Score -4505415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4505504.000000 Penalty: 5184.843262
	Iteration 20F: 3 clusters Score -4505504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4505561.000000 Penalty: 5184.843262
	Iteration 21Q: 3 clusters Score -4505561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4505583.500000 Penalty: 5184.843262
	Iteration 22Q: 3 clusters Score -4505584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4505614.500000 Penalty: 5184.843262
	Iteration 23Q: 3 clusters Score -4505614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4505631.000000 Penalty: 5184.843262
	Iteration 24Q: 3 clusters Score -4505631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4505634.500000 Penalty: 5184.843262
	Iteration 25Q: 3 clusters Score -4505634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4505647.500000 Penalty: 5184.843262
	Iteration 26Q: 3 clusters Score -4505648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4505651.500000 Penalty: 5184.843262
	Iteration 27Q: 3 clusters Score -4505652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4505652.500000 Penalty: 5184.843262
	Iteration 28Q: 3 clusters Score -4505652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4505664.000000 Penalty: 5184.843262
	Iteration 29Q: 3 clusters Score -4505664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4505663.500000 Penalty: 5184.843262
	Iteration 30Q: 3 clusters Score -4505664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4505670.000000 Penalty: 5184.843262
	Iteration 31Q: 3 clusters Score -4505670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4505664.500000 Penalty: 5184.843262
	Iteration 32Q: 3 clusters Score -4505664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4505664.500000 Penalty: 5184.843262
	Iteration 33F: 3 clusters Score -4505664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -963309.312500 Penalty: 2220.534912
	Iteration 0F: 2 clusters Score -963309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -957059.062500 Penalty: 4441.069824
	Iteration 0F: 3 clusters Score -957059.1 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -958630.562500 Penalty: 4441.069824
	Iteration 1F: 3 clusters Score -958630.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -958868.000000 Penalty: 4441.069824
	Iteration 2F: 3 clusters Score -958868 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -959027.562500 Penalty: 4441.069824
	Iteration 3Q: 3 clusters Score -959027.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -959156.812500 Penalty: 4441.069824
	Iteration 4Q: 3 clusters Score -959156.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -959275.125000 Penalty: 4441.069824
	Iteration 5Q: 3 clusters Score -959275.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -959361.062500 Penalty: 4441.069824
	Iteration 6Q: 3 clusters Score -959361.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -959424.625000 Penalty: 4441.069824
	Iteration 7Q: 3 clusters Score -959424.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -959479.750000 Penalty: 4441.069824
	Iteration 8Q: 3 clusters Score -959479.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -959537.625000 Penalty: 4441.069824
	Iteration 9Q: 3 clusters Score -959537.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -959595.312500 Penalty: 4441.069824
	Iteration 10Q: 3 clusters Score -959595.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -959637.875000 Penalty: 4441.069824
	Iteration 11Q: 3 clusters Score -959637.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -959675.500000 Penalty: 4441.069824
	Iteration 12Q: 3 clusters Score -959675.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -959711.875000 Penalty: 4441.069824
	Iteration 13Q: 3 clusters Score -959711.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -959745.375000 Penalty: 4441.069824
	Iteration 14Q: 3 clusters Score -959745.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -959777.500000 Penalty: 4441.069824
	Iteration 15Q: 3 clusters Score -959777.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -959806.937500 Penalty: 4441.069824
	Iteration 16Q: 3 clusters Score -959806.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -959842.312500 Penalty: 4441.069824
	Iteration 17Q: 3 clusters Score -959842.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -959881.937500 Penalty: 4441.069824
	Iteration 18Q: 3 clusters Score -959881.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -959915.687500 Penalty: 4441.069824
	Iteration 19Q: 3 clusters Score -959915.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -959946.000000 Penalty: 4441.069824
	Iteration 20F: 3 clusters Score -959946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -959973.625000 Penalty: 4441.069824
	Iteration 21Q: 3 clusters Score -959973.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -960003.500000 Penalty: 4441.069824
	Iteration 22Q: 3 clusters Score -960003.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -960035.312500 Penalty: 4441.069824
	Iteration 23Q: 3 clusters Score -960035.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -960074.187500 Penalty: 4441.069824
	Iteration 24Q: 3 clusters Score -960074.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -960115.250000 Penalty: 4441.069824
	Iteration 25Q: 3 clusters Score -960115.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -960144.250000 Penalty: 4441.069824
	Iteration 26Q: 3 clusters Score -960144.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -960167.125000 Penalty: 4441.069824
	Iteration 27Q: 3 clusters Score -960167.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -960187.250000 Penalty: 4441.069824
	Iteration 28Q: 3 clusters Score -960187.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -960219.500000 Penalty: 4441.069824
	Iteration 29Q: 3 clusters Score -960219.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -960251.062500 Penalty: 4441.069824
	Iteration 30Q: 3 clusters Score -960251.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -960278.437500 Penalty: 4441.069824
	Iteration 31Q: 3 clusters Score -960278.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -960308.375000 Penalty: 4441.069824
	Iteration 32Q: 3 clusters Score -960308.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -960334.375000 Penalty: 4441.069824
	Iteration 33Q: 3 clusters Score -960334.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -960365.437500 Penalty: 4441.069824
	Iteration 34Q: 3 clusters Score -960365.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -960399.812500 Penalty: 4441.069824
	Iteration 35Q: 3 clusters Score -960399.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -960431.875000 Penalty: 4441.069824
	Iteration 36Q: 3 clusters Score -960431.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -960465.500000 Penalty: 4441.069824
	Iteration 37Q: 3 clusters Score -960465.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -960500.187500 Penalty: 4441.069824
	Iteration 38Q: 3 clusters Score -960500.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -960529.375000 Penalty: 4441.069824
	Iteration 39Q: 3 clusters Score -960529.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -960562.500000 Penalty: 4441.069824
	Iteration 40F: 3 clusters Score -960562.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -960593.250000 Penalty: 4441.069824
	Iteration 41Q: 3 clusters Score -960593.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -960619.312500 Penalty: 4441.069824
	Iteration 42Q: 3 clusters Score -960619.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -960654.687500 Penalty: 4441.069824
	Iteration 43Q: 3 clusters Score -960654.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -960692.750000 Penalty: 4441.069824
	Iteration 44Q: 3 clusters Score -960692.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -960742.312500 Penalty: 4441.069824
	Iteration 45Q: 3 clusters Score -960742.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -960791.875000 Penalty: 4441.069824
	Iteration 46Q: 3 clusters Score -960791.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -960842.812500 Penalty: 4441.069824
	Iteration 47Q: 3 clusters Score -960842.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -960906.625000 Penalty: 4441.069824
	Iteration 48Q: 3 clusters Score -960906.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -960961.062500 Penalty: 4441.069824
	Iteration 49Q: 3 clusters Score -960961.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -961015.000000 Penalty: 4441.069824
	Iteration 50Q: 3 clusters Score -961015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -961058.750000 Penalty: 4441.069824
	Iteration 51Q: 3 clusters Score -961058.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -961110.250000 Penalty: 4441.069824
	Iteration 52Q: 3 clusters Score -961110.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -961159.812500 Penalty: 4441.069824
	Iteration 53Q: 3 clusters Score -961159.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -961198.312500 Penalty: 4441.069824
	Iteration 54Q: 3 clusters Score -961198.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -961230.875000 Penalty: 4441.069824
	Iteration 55Q: 3 clusters Score -961230.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -961264.375000 Penalty: 4441.069824
	Iteration 56Q: 3 clusters Score -961264.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -961292.000000 Penalty: 4441.069824
	Iteration 57Q: 3 clusters Score -961292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -961314.062500 Penalty: 4441.069824
	Iteration 58Q: 3 clusters Score -961314.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -961329.062500 Penalty: 4441.069824
	Iteration 59Q: 3 clusters Score -961329.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -961341.250000 Penalty: 4441.069824
	Iteration 60F: 3 clusters Score -961341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -961356.500000 Penalty: 4441.069824
	Iteration 61Q: 3 clusters Score -961356.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -961367.687500 Penalty: 4441.069824
	Iteration 62Q: 3 clusters Score -961367.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -961380.500000 Penalty: 4441.069824
	Iteration 63Q: 3 clusters Score -961380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -961386.937500 Penalty: 4441.069824
	Iteration 64Q: 3 clusters Score -961386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -961394.812500 Penalty: 4441.069824
	Iteration 65Q: 3 clusters Score -961394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -961396.062500 Penalty: 4441.069824
	Iteration 66Q: 3 clusters Score -961396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -961402.187500 Penalty: 4441.069824
	Iteration 67Q: 3 clusters Score -961402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -961405.812500 Penalty: 4441.069824
	Iteration 68Q: 3 clusters Score -961405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -961405.375000 Penalty: 4441.069824
	Iteration 69Q: 3 clusters Score -961405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -961406.750000 Penalty: 4441.069824
	Iteration 70Q: 3 clusters Score -961406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -961406.750000 Penalty: 4441.069824
	Iteration 71F: 3 clusters Score -961406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -513404.000000 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -513404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -509429.437500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -509429.4 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -510385.312500 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -510385.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -510676.843750 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -510676.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -510859.000000 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -510859 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -511034.125000 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -511034.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -511206.718750 Penalty: 4128.870605
	Iteration 5F: 3 clusters Score -511206.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -511376.375000 Penalty: 4128.870605
	Iteration 6F: 3 clusters Score -511376.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -511524.187500 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -511524.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -511654.812500 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -511654.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -511751.250000 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -511751.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -511822.156250 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -511822.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -511880.093750 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -511880.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -511917.687500 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -511917.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -511960.625000 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -511960.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -511987.812500 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -511987.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -512009.375000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -512009.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -512026.562500 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -512026.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -512040.218750 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -512040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -512045.875000 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -512045.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -512057.187500 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -512057.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -512070.156250 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -512070.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -512079.187500 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -512079.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -512088.812500 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -512088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -512095.062500 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -512095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -512099.500000 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -512099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -512102.750000 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -512102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -512106.250000 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -512106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -512108.593750 Penalty: 4128.870605
	Iteration 27Q: 3 clusters Score -512108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -512111.687500 Penalty: 4128.870605
	Iteration 28Q: 3 clusters Score -512111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -512113.281250 Penalty: 4128.870605
	Iteration 29Q: 3 clusters Score -512113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -512114.812500 Penalty: 4128.870605
	Iteration 30Q: 3 clusters Score -512114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -512118.156250 Penalty: 4128.870605
	Iteration 31Q: 3 clusters Score -512118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -512120.562500 Penalty: 4128.870605
	Iteration 32Q: 3 clusters Score -512120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -512122.718750 Penalty: 4128.870605
	Iteration 33Q: 3 clusters Score -512122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -512124.031250 Penalty: 4128.870605
	Iteration 34Q: 3 clusters Score -512124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -512127.593750 Penalty: 4128.870605
	Iteration 35Q: 3 clusters Score -512127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -512130.687500 Penalty: 4128.870605
	Iteration 36Q: 3 clusters Score -512130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -512132.187500 Penalty: 4128.870605
	Iteration 37Q: 3 clusters Score -512132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -512133.843750 Penalty: 4128.870605
	Iteration 38Q: 3 clusters Score -512133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -512134.375000 Penalty: 4128.870605
	Iteration 39Q: 3 clusters Score -512134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -512135.093750 Penalty: 4128.870605
	Iteration 40F: 3 clusters Score -512135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -512136.281250 Penalty: 4128.870605
	Iteration 41Q: 3 clusters Score -512136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -512136.281250 Penalty: 4128.870605
	Iteration 42F: 3 clusters Score -512136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (350132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350132 members 
Entering Unmasked Estep 
Score: -45349360.000000 Penalty: 3165.984375
	Iteration 0F: 2 clusters Score -4.534936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -45141468.000000 Penalty: 6331.968750
	Iteration 0F: 3 clusters Score -4.514147e+07 nChanged 169780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179929 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -45241520.000000 Penalty: 6331.968750
	Iteration 1F: 3 clusters Score -4.524152e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182166 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -45242468.000000 Penalty: 6331.968750
	Iteration 2Q: 3 clusters Score -4.524247e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185493 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -45243420.000000 Penalty: 6331.968750
	Iteration 3Q: 3 clusters Score -4.524342e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190205 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -45244876.000000 Penalty: 6331.968750
	Iteration 4Q: 3 clusters Score -4.524488e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196690 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -45247676.000000 Penalty: 6331.968750
	Iteration 5Q: 3 clusters Score -4.524768e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205279 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -45252596.000000 Penalty: 6331.968750
	Iteration 6Q: 3 clusters Score -4.52526e+07 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215369 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -45260240.000000 Penalty: 6331.968750
	Iteration 7F: 3 clusters Score -4.526024e+07 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224247 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -45273200.000000 Penalty: 6331.968750
	Iteration 8F: 3 clusters Score -4.52732e+07 nChanged 23821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228200 members 
Mstep: Class 2 contains 121932 members 
Entering Unmasked Estep 
Score: -45289572.000000 Penalty: 6331.968750
	Iteration 9F: 3 clusters Score -4.528957e+07 nChanged 22387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226349 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -45301336.000000 Penalty: 6331.968750
	Iteration 10F: 3 clusters Score -4.530134e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222544 members 
Mstep: Class 2 contains 127588 members 
Entering Unmasked Estep 
Score: -45305108.000000 Penalty: 6331.968750
	Iteration 11Q: 3 clusters Score -4.530511e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218691 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -45305940.000000 Penalty: 6331.968750
	Iteration 12Q: 3 clusters Score -4.530594e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214841 members 
Mstep: Class 2 contains 135291 members 
Entering Unmasked Estep 
Score: -45306208.000000 Penalty: 6331.968750
	Iteration 13Q: 3 clusters Score -4.530621e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210981 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -45306708.000000 Penalty: 6331.968750
	Iteration 14Q: 3 clusters Score -4.530671e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 142879 members 
Entering Unmasked Estep 
Score: -45307036.000000 Penalty: 6331.968750
	Iteration 15Q: 3 clusters Score -4.530704e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203681 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -45307320.000000 Penalty: 6331.968750
	Iteration 16Q: 3 clusters Score -4.530732e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -45307572.000000 Penalty: 6331.968750
	Iteration 17Q: 3 clusters Score -4.530757e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197094 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -45307772.000000 Penalty: 6331.968750
	Iteration 18Q: 3 clusters Score -4.530777e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 156067 members 
Entering Unmasked Estep 
Score: -45307912.000000 Penalty: 6331.968750
	Iteration 19Q: 3 clusters Score -4.530791e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191317 members 
Mstep: Class 2 contains 158815 members 
Entering Unmasked Estep 
Score: -45307880.000000 Penalty: 6331.968750
	Iteration 20F: 3 clusters Score -4.530788e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -45307852.000000 Penalty: 6331.968750
	Iteration 21Q: 3 clusters Score -4.530785e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -45307956.000000 Penalty: 6331.968750
	Iteration 22Q: 3 clusters Score -4.530796e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -45308084.000000 Penalty: 6331.968750
	Iteration 23Q: 3 clusters Score -4.530808e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181891 members 
Mstep: Class 2 contains 168241 members 
Entering Unmasked Estep 
Score: -45308276.000000 Penalty: 6331.968750
	Iteration 24Q: 3 clusters Score -4.530828e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -45308416.000000 Penalty: 6331.968750
	Iteration 25Q: 3 clusters Score -4.530842e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177110 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -45308648.000000 Penalty: 6331.968750
	Iteration 26Q: 3 clusters Score -4.530865e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 175680 members 
Entering Unmasked Estep 
Score: -45308824.000000 Penalty: 6331.968750
	Iteration 27Q: 3 clusters Score -4.530882e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171639 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -45309028.000000 Penalty: 6331.968750
	Iteration 28Q: 3 clusters Score -4.530903e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168576 members 
Mstep: Class 2 contains 181556 members 
Entering Unmasked Estep 
Score: -45309000.000000 Penalty: 6331.968750
	Iteration 29Q: 3 clusters Score -4.5309e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 185020 members 
Entering Unmasked Estep 
Score: -45309108.000000 Penalty: 6331.968750
	Iteration 30Q: 3 clusters Score -4.530911e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 189042 members 
Entering Unmasked Estep 
Score: -45309044.000000 Penalty: 6331.968750
	Iteration 31Q: 3 clusters Score -4.530904e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 194096 members 
Entering Unmasked Estep 
Score: -45309112.000000 Penalty: 6331.968750
	Iteration 32Q: 3 clusters Score -4.530911e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 200592 members 
Entering Unmasked Estep 
Score: -45309352.000000 Penalty: 6331.968750
	Iteration 33Q: 3 clusters Score -4.530935e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 208714 members 
Entering Unmasked Estep 
Score: -45309324.000000 Penalty: 6331.968750
	Iteration 34Q: 3 clusters Score -4.530932e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131290 members 
Mstep: Class 2 contains 218842 members 
Entering Unmasked Estep 
Score: -45309760.000000 Penalty: 6331.968750
	Iteration 35Q: 3 clusters Score -4.530976e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 231461 members 
Entering Unmasked Estep 
Score: -45310712.000000 Penalty: 6331.968750
	Iteration 36Q: 3 clusters Score -4.531071e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Mstep: Class 2 contains 246398 members 
Entering Unmasked Estep 
Score: -45312840.000000 Penalty: 6331.968750
	Iteration 37Q: 3 clusters Score -4.531284e+07 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 262355 members 
Entering Unmasked Estep 
Score: -45315620.000000 Penalty: 6331.968750
	Iteration 38Q: 3 clusters Score -4.531562e+07 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 278388 members 
Entering Unmasked Estep 
Score: -45318960.000000 Penalty: 6331.968750
	Iteration 39Q: 3 clusters Score -4.531896e+07 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 292581 members 
Entering Unmasked Estep 
Score: -45322972.000000 Penalty: 6331.968750
	Iteration 40F: 3 clusters Score -4.532297e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 306891 members 
Entering Unmasked Estep 
Score: -45326232.000000 Penalty: 6331.968750
	Iteration 41Q: 3 clusters Score -4.532623e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 319295 members 
Entering Unmasked Estep 
Score: -45330220.000000 Penalty: 6331.968750
	Iteration 42Q: 3 clusters Score -4.533022e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 329165 members 
Entering Unmasked Estep 
Score: -45333720.000000 Penalty: 6331.968750
	Iteration 43Q: 3 clusters Score -4.533372e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 336462 members 
Entering Unmasked Estep 
Score: -45337972.000000 Penalty: 6331.968750
	Iteration 44Q: 3 clusters Score -4.533797e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 341469 members 
Entering Unmasked Estep 
Score: -45340172.000000 Penalty: 6331.968750
	Iteration 45Q: 3 clusters Score -4.534017e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 344743 members 
Entering Unmasked Estep 
Score: -45342288.000000 Penalty: 6331.968750
	Iteration 46Q: 3 clusters Score -4.534229e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 346825 members 
Entering Unmasked Estep 
Score: -45344308.000000 Penalty: 6331.968750
	Iteration 47Q: 3 clusters Score -4.534431e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 348098 members 
Entering Unmasked Estep 
Score: -45345264.000000 Penalty: 6331.968750
	Iteration 48Q: 3 clusters Score -4.534526e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 348805 members 
Entering Unmasked Estep 
Score: -45345700.000000 Penalty: 6331.968750
	Iteration 49Q: 3 clusters Score -4.53457e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 349170 members 
Entering Unmasked Estep 
Score: -45346036.000000 Penalty: 6331.968750
	Iteration 50Q: 3 clusters Score -4.534604e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 349370 members 
Entering Unmasked Estep 
Score: -45346180.000000 Penalty: 6331.968750
	Iteration 51Q: 3 clusters Score -4.534618e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 349486 members 
Entering Unmasked Estep 
Score: -45346316.000000 Penalty: 6331.968750
	Iteration 52Q: 3 clusters Score -4.534632e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 349558 members 
Entering Unmasked Estep 
Score: -45346336.000000 Penalty: 6331.968750
	Iteration 53Q: 3 clusters Score -4.534634e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 349604 members 
Entering Unmasked Estep 
Score: -45346432.000000 Penalty: 6331.968750
	Iteration 54Q: 3 clusters Score -4.534643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 349625 members 
Entering Unmasked Estep 
Score: -45346436.000000 Penalty: 6331.968750
	Iteration 55Q: 3 clusters Score -4.534644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 349647 members 
Entering Unmasked Estep 
Score: -45346436.000000 Penalty: 6331.968750
	Iteration 56Q: 3 clusters Score -4.534644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 349663 members 
Entering Unmasked Estep 
Score: -45346432.000000 Penalty: 6331.968750
	Iteration 57Q: 3 clusters Score -4.534643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 349670 members 
Entering Unmasked Estep 
Score: -45346420.000000 Penalty: 6331.968750
	Iteration 58Q: 3 clusters Score -4.534642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 349675 members 
Entering Unmasked Estep 
Score: -45346420.000000 Penalty: 6331.968750
	Iteration 59Q: 3 clusters Score -4.534642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 349676 members 
Entering Unmasked Estep 
Score: -45346440.000000 Penalty: 6331.968750
	Iteration 60F: 3 clusters Score -4.534644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 349679 members 
Entering Unmasked Estep 
Score: -45346444.000000 Penalty: 6331.968750
	Iteration 61Q: 3 clusters Score -4.534644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 349685 members 
Entering Unmasked Estep 
Score: -45346476.000000 Penalty: 6331.968750
	Iteration 62Q: 3 clusters Score -4.534648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349692 members 
Entering Unmasked Estep 
Score: -45346504.000000 Penalty: 6331.968750
	Iteration 63Q: 3 clusters Score -4.53465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 349697 members 
Entering Unmasked Estep 
Score: -45346480.000000 Penalty: 6331.968750
	Iteration 64Q: 3 clusters Score -4.534648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349698 members 
Entering Unmasked Estep 
Score: -45346500.000000 Penalty: 6331.968750
	Iteration 65Q: 3 clusters Score -4.53465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349698 members 
Entering Unmasked Estep 
Score: -45346500.000000 Penalty: 6331.968750
	Iteration 66F: 3 clusters Score -4.53465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -111565.195312 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -111565.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109823.101562 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -109823.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112175.343750 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -112175.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114712.539062 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -114712.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115930.945312 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -115930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116007.156250 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -116007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116022.750000 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -116022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116022.750000 Penalty: 3479.347900
	Iteration 6F: 3 clusters Score -116022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 32732 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 33113 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 34 contains 372 members 
Entering Unmasked Estep 
Score: -104953864.000000 Penalty: 115018.523438
Splitting cluster 28 changes total score from -104946960.000000 to -104953864.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -1383425.000000 Penalty: 2306.807373
	Iteration 0F: 2 clusters Score -1383425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1375129.500000 Penalty: 4613.614746
	Iteration 0F: 3 clusters Score -1375130 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1377534.125000 Penalty: 4613.614746
	Iteration 1F: 3 clusters Score -1377534 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1377852.125000 Penalty: 4613.614746
	Iteration 2F: 3 clusters Score -1377852 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1378097.625000 Penalty: 4613.614746
	Iteration 3F: 3 clusters Score -1378098 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1378385.375000 Penalty: 4613.614746
	Iteration 4Q: 3 clusters Score -1378385 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1378735.875000 Penalty: 4613.614746
	Iteration 5Q: 3 clusters Score -1378736 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1379093.250000 Penalty: 4613.614746
	Iteration 6Q: 3 clusters Score -1379093 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1379419.750000 Penalty: 4613.614746
	Iteration 7Q: 3 clusters Score -1379420 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1379707.875000 Penalty: 4613.614746
	Iteration 8Q: 3 clusters Score -1379708 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1380003.625000 Penalty: 4613.614746
	Iteration 9Q: 3 clusters Score -1380004 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1380307.000000 Penalty: 4613.614746
	Iteration 10Q: 3 clusters Score -1380307 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1380661.750000 Penalty: 4613.614746
	Iteration 11Q: 3 clusters Score -1380662 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1381008.250000 Penalty: 4613.614746
	Iteration 12Q: 3 clusters Score -1381008 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1381387.625000 Penalty: 4613.614746
	Iteration 13Q: 3 clusters Score -1381388 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1381695.625000 Penalty: 4613.614746
	Iteration 14Q: 3 clusters Score -1381696 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1381979.375000 Penalty: 4613.614746
	Iteration 15Q: 3 clusters Score -1381979 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1382219.125000 Penalty: 4613.614746
	Iteration 16Q: 3 clusters Score -1382219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1382385.250000 Penalty: 4613.614746
	Iteration 17Q: 3 clusters Score -1382385 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1382497.750000 Penalty: 4613.614746
	Iteration 18Q: 3 clusters Score -1382498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1382586.875000 Penalty: 4613.614746
	Iteration 19Q: 3 clusters Score -1382587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1382641.875000 Penalty: 4613.614746
	Iteration 20F: 3 clusters Score -1382642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1382675.250000 Penalty: 4613.614746
	Iteration 21Q: 3 clusters Score -1382675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1382696.875000 Penalty: 4613.614746
	Iteration 22Q: 3 clusters Score -1382697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1382714.625000 Penalty: 4613.614746
	Iteration 23Q: 3 clusters Score -1382715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1382728.500000 Penalty: 4613.614746
	Iteration 24Q: 3 clusters Score -1382728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1382745.500000 Penalty: 4613.614746
	Iteration 25Q: 3 clusters Score -1382746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1382763.625000 Penalty: 4613.614746
	Iteration 26Q: 3 clusters Score -1382764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1382778.875000 Penalty: 4613.614746
	Iteration 27Q: 3 clusters Score -1382779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1382799.500000 Penalty: 4613.614746
	Iteration 28Q: 3 clusters Score -1382800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1382806.875000 Penalty: 4613.614746
	Iteration 29Q: 3 clusters Score -1382807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1382827.250000 Penalty: 4613.614746
	Iteration 30Q: 3 clusters Score -1382827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1382858.875000 Penalty: 4613.614746
	Iteration 31Q: 3 clusters Score -1382859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1382908.875000 Penalty: 4613.614746
	Iteration 32Q: 3 clusters Score -1382909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1382963.875000 Penalty: 4613.614746
	Iteration 33Q: 3 clusters Score -1382964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1383005.625000 Penalty: 4613.614746
	Iteration 34Q: 3 clusters Score -1383006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1383029.750000 Penalty: 4613.614746
	Iteration 35Q: 3 clusters Score -1383030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1383044.125000 Penalty: 4613.614746
	Iteration 36Q: 3 clusters Score -1383044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1383053.000000 Penalty: 4613.614746
	Iteration 37Q: 3 clusters Score -1383053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1383061.750000 Penalty: 4613.614746
	Iteration 38Q: 3 clusters Score -1383062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1383067.625000 Penalty: 4613.614746
	Iteration 39Q: 3 clusters Score -1383068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1383070.875000 Penalty: 4613.614746
	Iteration 40F: 3 clusters Score -1383071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1383071.000000 Penalty: 4613.614746
	Iteration 41Q: 3 clusters Score -1383071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1383074.625000 Penalty: 4613.614746
	Iteration 42Q: 3 clusters Score -1383075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1383077.875000 Penalty: 4613.614746
	Iteration 43Q: 3 clusters Score -1383078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1383083.750000 Penalty: 4613.614746
	Iteration 44Q: 3 clusters Score -1383084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1383082.750000 Penalty: 4613.614746
	Iteration 45Q: 3 clusters Score -1383083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1383082.750000 Penalty: 4613.614746
	Iteration 46F: 3 clusters Score -1383083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -648531.062500 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -648531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -643555.687500 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -643555.7 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -645138.375000 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -645138.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -645564.687500 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -645564.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -645867.125000 Penalty: 4300.532715
	Iteration 3F: 3 clusters Score -645867.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -646055.312500 Penalty: 4300.532715
	Iteration 4F: 3 clusters Score -646055.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -646231.750000 Penalty: 4300.532715
	Iteration 5Q: 3 clusters Score -646231.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -646372.187500 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -646372.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -646479.125000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -646479.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -646568.250000 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -646568.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -646654.562500 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -646654.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -646741.375000 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -646741.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -646816.500000 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -646816.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -646893.437500 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -646893.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -646968.250000 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -646968.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -647029.250000 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -647029.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -647073.062500 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -647073.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -647106.687500 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -647106.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -647135.687500 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -647135.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -647156.375000 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -647156.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -647172.937500 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -647172.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -647190.437500 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -647190.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -647200.062500 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -647200.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -647210.250000 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -647210.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -647217.062500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -647217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -647221.437500 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -647221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -647224.500000 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -647224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -647227.687500 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -647227.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -647231.250000 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -647231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -647238.062500 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -647238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -647244.937500 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -647244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -647249.187500 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -647249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -647251.500000 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -647251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -647253.687500 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -647253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -647257.562500 Penalty: 4300.532715
	Iteration 33Q: 3 clusters Score -647257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -647259.000000 Penalty: 4300.532715
	Iteration 34Q: 3 clusters Score -647259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -647260.437500 Penalty: 4300.532715
	Iteration 35Q: 3 clusters Score -647260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -647262.375000 Penalty: 4300.532715
	Iteration 36Q: 3 clusters Score -647262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -647264.812500 Penalty: 4300.532715
	Iteration 37Q: 3 clusters Score -647264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -647263.062500 Penalty: 4300.532715
	Iteration 38Q: 3 clusters Score -647263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -647264.875000 Penalty: 4300.532715
	Iteration 39Q: 3 clusters Score -647264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -647266.875000 Penalty: 4300.532715
	Iteration 40F: 3 clusters Score -647266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -647267.062500 Penalty: 4300.532715
	Iteration 41Q: 3 clusters Score -647267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -647268.500000 Penalty: 4300.532715
	Iteration 42Q: 3 clusters Score -647268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -647272.125000 Penalty: 4300.532715
	Iteration 43Q: 3 clusters Score -647272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -647273.250000 Penalty: 4300.532715
	Iteration 44Q: 3 clusters Score -647273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -647273.437500 Penalty: 4300.532715
	Iteration 45Q: 3 clusters Score -647273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -647274.625000 Penalty: 4300.532715
	Iteration 46Q: 3 clusters Score -647274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -647275.812500 Penalty: 4300.532715
	Iteration 47Q: 3 clusters Score -647275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -647276.937500 Penalty: 4300.532715
	Iteration 48Q: 3 clusters Score -647276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -647277.687500 Penalty: 4300.532715
	Iteration 49Q: 3 clusters Score -647277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -647277.500000 Penalty: 4300.532715
	Iteration 50Q: 3 clusters Score -647277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -647277.500000 Penalty: 4300.532715
	Iteration 51F: 3 clusters Score -647277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 32732 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 44255 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 33113 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 350132 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 10956 members 
Mstep: Class 30 contains 5828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104956904.000000 Penalty: 115018.523438
Iteration 79Q: 35 clusters Score -1.049569e+08 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 53279 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 31836 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 33625 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 44241 members 
Mstep: Class 11 contains 22681 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 11566 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 33158 members 
Mstep: Class 17 contains 48748 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 34844 members 
Mstep: Class 25 contains 7760 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 351715 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 10954 members 
Mstep: Class 30 contains 5821 members 
Mstep: Class 31 contains 15789 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 628 members 
Mstep: Class 34 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104960696.000000 Penalty: 115018.523438
Iteration 80F: 35 clusters Score -1.049607e+08 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 52259 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 31215 members 
Mstep: Class 7 contains 4391 members 
Mstep: Class 8 contains 33662 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 44250 members 
Mstep: Class 11 contains 22567 members 
Mstep: Class 12 contains 23492 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 33231 members 
Mstep: Class 17 contains 48686 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21323 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34881 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 351833 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10957 members 
Mstep: Class 30 contains 5823 members 
Mstep: Class 31 contains 17208 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 653 members 
Mstep: Class 34 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104962784.000000 Penalty: 115018.523438
Iteration 81Q: 35 clusters Score -1.049628e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 30823 members 
Mstep: Class 7 contains 4389 members 
Mstep: Class 8 contains 33753 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 22430 members 
Mstep: Class 12 contains 23527 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 33313 members 
Mstep: Class 17 contains 48644 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21337 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10478 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34947 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 351994 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10962 members 
Mstep: Class 30 contains 5829 members 
Mstep: Class 31 contains 18261 members 
Mstep: Class 32 contains 2088 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963288.000000 Penalty: 115018.523438
Iteration 82Q: 35 clusters Score -1.049633e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 50549 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 30502 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 33828 members 
Mstep: Class 9 contains 4135 members 
Mstep: Class 10 contains 44215 members 
Mstep: Class 11 contains 22276 members 
Mstep: Class 12 contains 23573 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 11521 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 33434 members 
Mstep: Class 17 contains 48609 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 10471 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34970 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 352169 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10963 members 
Mstep: Class 30 contains 5842 members 
Mstep: Class 31 contains 19156 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 663 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963544.000000 Penalty: 115018.523438
Iteration 83Q: 35 clusters Score -1.049635e+08 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 49892 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 30262 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 33870 members 
Mstep: Class 9 contains 4135 members 
Mstep: Class 10 contains 44198 members 
Mstep: Class 11 contains 22108 members 
Mstep: Class 12 contains 23623 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 11509 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 17 contains 48583 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 34990 members 
Mstep: Class 25 contains 7750 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 352350 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10962 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 19869 members 
Mstep: Class 32 contains 2228 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963816.000000 Penalty: 115018.523438
Iteration 84Q: 35 clusters Score -1.049638e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 49290 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 30044 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 33910 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 44178 members 
Mstep: Class 11 contains 21926 members 
Mstep: Class 12 contains 23675 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 11502 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 33700 members 
Mstep: Class 17 contains 48543 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21321 members 
Mstep: Class 20 contains 8600 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 10443 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35024 members 
Mstep: Class 25 contains 7743 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 352529 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10964 members 
Mstep: Class 30 contains 5857 members 
Mstep: Class 31 contains 20467 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964024.000000 Penalty: 115018.523438
Iteration 85Q: 35 clusters Score -1.04964e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 48745 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 14473 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 33941 members 
Mstep: Class 9 contains 4128 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 11494 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 33853 members 
Mstep: Class 17 contains 48503 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21309 members 
Mstep: Class 20 contains 8597 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 10439 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 35057 members 
Mstep: Class 25 contains 7735 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 352676 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10970 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 20969 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 677 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963832.000000 Penalty: 115018.523438
Iteration 86Q: 35 clusters Score -1.049638e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 48271 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 14502 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 29720 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 33953 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 11 contains 21614 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 34007 members 
Mstep: Class 17 contains 48490 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21305 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 35113 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 352800 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10976 members 
Mstep: Class 30 contains 5867 members 
Mstep: Class 31 contains 21377 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963856.000000 Penalty: 115018.523438
Iteration 87Q: 35 clusters Score -1.049639e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 47871 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 14522 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 29553 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 33971 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 23795 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 34142 members 
Mstep: Class 17 contains 48475 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21309 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4618 members 
Mstep: Class 22 contains 10429 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 35168 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 352936 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 21735 members 
Mstep: Class 32 contains 2396 members 
Mstep: Class 33 contains 682 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964008.000000 Penalty: 115018.523438
Iteration 88Q: 35 clusters Score -1.04964e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 47508 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 29431 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 33984 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 12 contains 23826 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 34258 members 
Mstep: Class 17 contains 48457 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21315 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 35209 members 
Mstep: Class 25 contains 7757 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 353061 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10982 members 
Mstep: Class 30 contains 5864 members 
Mstep: Class 31 contains 22024 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 687 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964096.000000 Penalty: 115018.523438
Iteration 89Q: 35 clusters Score -1.049641e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 47230 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 29317 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 33997 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 23849 members 
Mstep: Class 13 contains 11215 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 34408 members 
Mstep: Class 17 contains 48420 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21311 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 35245 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 353166 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10985 members 
Mstep: Class 30 contains 5858 members 
Mstep: Class 31 contains 22262 members 
Mstep: Class 32 contains 2436 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964216.000000 Penalty: 115018.523438
Iteration 90Q: 35 clusters Score -1.049642e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 46992 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 29218 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 34013 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 10 contains 44101 members 
Mstep: Class 11 contains 21123 members 
Mstep: Class 12 contains 23866 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 48392 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21301 members 
Mstep: Class 20 contains 8572 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 35283 members 
Mstep: Class 25 contains 7764 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 353270 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10985 members 
Mstep: Class 30 contains 5855 members 
Mstep: Class 31 contains 22461 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964160.000000 Penalty: 115018.523438
Iteration 91Q: 35 clusters Score -1.049642e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 46767 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 14581 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 29122 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 21003 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 11211 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 34676 members 
Mstep: Class 17 contains 48355 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21302 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 10390 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 35313 members 
Mstep: Class 25 contains 7764 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 353383 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10989 members 
Mstep: Class 30 contains 5860 members 
Mstep: Class 31 contains 22613 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964216.000000 Penalty: 115018.523438
Iteration 92Q: 35 clusters Score -1.049642e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 46570 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 14588 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 29038 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 34036 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 20898 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 11211 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 16 contains 34804 members 
Mstep: Class 17 contains 48322 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 10382 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 35327 members 
Mstep: Class 25 contains 7767 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 353465 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10993 members 
Mstep: Class 30 contains 5860 members 
Mstep: Class 31 contains 22761 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964104.000000 Penalty: 115018.523438
Iteration 93Q: 35 clusters Score -1.049641e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 46385 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 34043 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20832 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 34937 members 
Mstep: Class 17 contains 48290 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21300 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 10370 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35346 members 
Mstep: Class 25 contains 7762 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 353525 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10993 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 22892 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964288.000000 Penalty: 115018.523438
Iteration 94Q: 35 clusters Score -1.049643e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 46235 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 14574 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 28922 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 34034 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 12 contains 23939 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 35048 members 
Mstep: Class 17 contains 48255 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 4648 members 
Mstep: Class 22 contains 10365 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 35356 members 
Mstep: Class 25 contains 7762 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 353592 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 10996 members 
Mstep: Class 30 contains 5863 members 
Mstep: Class 31 contains 23017 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964128.000000 Penalty: 115018.523438
Iteration 95Q: 35 clusters Score -1.049641e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 46110 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 28875 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 20708 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 11210 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 35151 members 
Mstep: Class 17 contains 48234 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21300 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 35359 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 353647 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11001 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 23124 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964200.000000 Penalty: 115018.523438
Iteration 96Q: 35 clusters Score -1.049642e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 45990 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 28838 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 8 contains 34032 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 44101 members 
Mstep: Class 11 contains 20663 members 
Mstep: Class 12 contains 23962 members 
Mstep: Class 13 contains 11207 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2764 members 
Mstep: Class 16 contains 35250 members 
Mstep: Class 17 contains 48224 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 8563 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10347 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 35365 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 353677 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11002 members 
Mstep: Class 30 contains 5875 members 
Mstep: Class 31 contains 23215 members 
Mstep: Class 32 contains 2488 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964288.000000 Penalty: 115018.523438
Iteration 97Q: 35 clusters Score -1.049643e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 45869 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 28799 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 8 contains 34035 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 20613 members 
Mstep: Class 12 contains 23978 members 
Mstep: Class 13 contains 11204 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2764 members 
Mstep: Class 16 contains 35344 members 
Mstep: Class 17 contains 48212 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21298 members 
Mstep: Class 20 contains 8563 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 35376 members 
Mstep: Class 25 contains 7744 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 353707 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11004 members 
Mstep: Class 30 contains 5880 members 
Mstep: Class 31 contains 23295 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964288.000000 Penalty: 115018.523438
Iteration 98Q: 35 clusters Score -1.049643e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 45760 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 28770 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 34034 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 23989 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 35443 members 
Mstep: Class 17 contains 48196 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21301 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35383 members 
Mstep: Class 25 contains 7739 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 353737 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11007 members 
Mstep: Class 30 contains 5883 members 
Mstep: Class 31 contains 23371 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964104.000000 Penalty: 115018.523438
Iteration 99Q: 35 clusters Score -1.049641e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 45652 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 28742 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 34031 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 20502 members 
Mstep: Class 12 contains 24000 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 16 contains 35543 members 
Mstep: Class 17 contains 48185 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21301 members 
Mstep: Class 20 contains 8566 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 10319 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 35399 members 
Mstep: Class 25 contains 7735 members 
Mstep: Class 26 contains 4167 members 
Mstep: Class 27 contains 353751 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11008 members 
Mstep: Class 30 contains 5891 members 
Mstep: Class 31 contains 23438 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 690 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104963984.000000 Penalty: 115018.523438
Iteration 100F: 35 clusters Score -1.04964e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 45541 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 14552 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 28719 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 20449 members 
Mstep: Class 12 contains 24009 members 
Mstep: Class 13 contains 11199 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 35635 members 
Mstep: Class 17 contains 48178 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21313 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 35408 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4170 members 
Mstep: Class 27 contains 353763 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11010 members 
Mstep: Class 30 contains 5895 members 
Mstep: Class 31 contains 23511 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 692 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964176.000000 Penalty: 115018.523438
Iteration 101Q: 35 clusters Score -1.049642e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 45456 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 14545 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 28685 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 20384 members 
Mstep: Class 12 contains 24017 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 16 contains 35732 members 
Mstep: Class 17 contains 48172 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21318 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35420 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 4171 members 
Mstep: Class 27 contains 353798 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11009 members 
Mstep: Class 30 contains 5896 members 
Mstep: Class 31 contains 23559 members 
Mstep: Class 32 contains 2501 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964032.000000 Penalty: 115018.523438
Iteration 102Q: 35 clusters Score -1.04964e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 45388 members 
Mstep: Class 3 contains 6507 members 
Mstep: Class 4 contains 14529 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 28658 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 24025 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 35820 members 
Mstep: Class 17 contains 48168 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21319 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35444 members 
Mstep: Class 25 contains 7730 members 
Mstep: Class 26 contains 4173 members 
Mstep: Class 27 contains 353823 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11010 members 
Mstep: Class 30 contains 5898 members 
Mstep: Class 31 contains 23593 members 
Mstep: Class 32 contains 2507 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964072.000000 Penalty: 115018.523438
Iteration 103Q: 35 clusters Score -1.049641e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 45319 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 14517 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 28626 members 
Mstep: Class 7 contains 4397 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 20291 members 
Mstep: Class 12 contains 24036 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 11459 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 48155 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35462 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353852 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11011 members 
Mstep: Class 30 contains 5896 members 
Mstep: Class 31 contains 23628 members 
Mstep: Class 32 contains 2512 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964008.000000 Penalty: 115018.523438
Iteration 104Q: 35 clusters Score -1.04964e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 45256 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 14510 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 28598 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 8 contains 34006 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 44101 members 
Mstep: Class 11 contains 20249 members 
Mstep: Class 12 contains 24042 members 
Mstep: Class 13 contains 11188 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 35985 members 
Mstep: Class 17 contains 48149 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 10287 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 35481 members 
Mstep: Class 25 contains 7731 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353872 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11012 members 
Mstep: Class 30 contains 5897 members 
Mstep: Class 31 contains 23672 members 
Mstep: Class 32 contains 2512 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964272.000000 Penalty: 115018.523438
Iteration 105Q: 35 clusters Score -1.049643e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 45191 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 14501 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 28588 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 34003 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20207 members 
Mstep: Class 12 contains 24051 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 36049 members 
Mstep: Class 17 contains 48152 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 10281 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 35499 members 
Mstep: Class 25 contains 7731 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353873 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11015 members 
Mstep: Class 30 contains 5900 members 
Mstep: Class 31 contains 23708 members 
Mstep: Class 32 contains 2514 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964424.000000 Penalty: 115018.523438
Iteration 106Q: 35 clusters Score -1.049644e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 45133 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 34002 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20173 members 
Mstep: Class 12 contains 24054 members 
Mstep: Class 13 contains 11193 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 36122 members 
Mstep: Class 17 contains 48152 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21324 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 10270 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353878 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11015 members 
Mstep: Class 30 contains 5907 members 
Mstep: Class 31 contains 23738 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964336.000000 Penalty: 115018.523438
Iteration 107Q: 35 clusters Score -1.049643e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 6477 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 28583 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 8 contains 34003 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 24064 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 48142 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21324 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 10255 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 35536 members 
Mstep: Class 25 contains 7729 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353886 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 5914 members 
Mstep: Class 31 contains 23768 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 108Q: 35 clusters Score -1.049645e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 45029 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 28579 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 34004 members 
Mstep: Class 9 contains 4101 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20074 members 
Mstep: Class 12 contains 24067 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 48136 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 10242 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 35549 members 
Mstep: Class 25 contains 7729 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353891 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 5921 members 
Mstep: Class 31 contains 23801 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964384.000000 Penalty: 115018.523438
Iteration 109Q: 35 clusters Score -1.049644e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 45000 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 28575 members 
Mstep: Class 7 contains 4399 members 
Mstep: Class 8 contains 34009 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20031 members 
Mstep: Class 12 contains 24065 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 36330 members 
Mstep: Class 17 contains 48133 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 10225 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35563 members 
Mstep: Class 25 contains 7729 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353903 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11019 members 
Mstep: Class 30 contains 5927 members 
Mstep: Class 31 contains 23820 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 110Q: 35 clusters Score -1.049646e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 44959 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 14489 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 28570 members 
Mstep: Class 7 contains 4399 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 19989 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36385 members 
Mstep: Class 17 contains 48129 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8572 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35577 members 
Mstep: Class 25 contains 7730 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353902 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11020 members 
Mstep: Class 30 contains 5928 members 
Mstep: Class 31 contains 23848 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 111Q: 35 clusters Score -1.049646e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 44931 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 14492 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 28568 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 11 contains 19929 members 
Mstep: Class 12 contains 24071 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36448 members 
Mstep: Class 17 contains 48125 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21326 members 
Mstep: Class 20 contains 8573 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 10203 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35579 members 
Mstep: Class 25 contains 7723 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353908 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11020 members 
Mstep: Class 30 contains 5936 members 
Mstep: Class 31 contains 23872 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964480.000000 Penalty: 115018.523438
Iteration 112Q: 35 clusters Score -1.049645e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 44900 members 
Mstep: Class 3 contains 6443 members 
Mstep: Class 4 contains 14486 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 28566 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 44110 members 
Mstep: Class 11 contains 19888 members 
Mstep: Class 12 contains 24076 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36497 members 
Mstep: Class 17 contains 48119 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8573 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 10194 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35582 members 
Mstep: Class 25 contains 7721 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 353908 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11020 members 
Mstep: Class 30 contains 5951 members 
Mstep: Class 31 contains 23899 members 
Mstep: Class 32 contains 2514 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964400.000000 Penalty: 115018.523438
Iteration 113Q: 35 clusters Score -1.049644e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 44863 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 28564 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 44108 members 
Mstep: Class 11 contains 19850 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36548 members 
Mstep: Class 17 contains 48117 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 10184 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35595 members 
Mstep: Class 25 contains 7721 members 
Mstep: Class 26 contains 4175 members 
Mstep: Class 27 contains 353918 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11020 members 
Mstep: Class 30 contains 5957 members 
Mstep: Class 31 contains 23924 members 
Mstep: Class 32 contains 2514 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964464.000000 Penalty: 115018.523438
Iteration 114Q: 35 clusters Score -1.049645e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 44826 members 
Mstep: Class 3 contains 6429 members 
Mstep: Class 4 contains 14467 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 28556 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4089 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 24077 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36592 members 
Mstep: Class 17 contains 48114 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 10176 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35603 members 
Mstep: Class 25 contains 7721 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353933 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11020 members 
Mstep: Class 30 contains 5958 members 
Mstep: Class 31 contains 23950 members 
Mstep: Class 32 contains 2515 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 115Q: 35 clusters Score -1.049644e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 44793 members 
Mstep: Class 3 contains 6426 members 
Mstep: Class 4 contains 14466 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 28552 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 11 contains 19799 members 
Mstep: Class 12 contains 24077 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 36633 members 
Mstep: Class 17 contains 48108 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35603 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353946 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11021 members 
Mstep: Class 30 contains 5958 members 
Mstep: Class 31 contains 23976 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 116Q: 35 clusters Score -1.049646e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 44771 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 28550 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 11 contains 19758 members 
Mstep: Class 12 contains 24077 members 
Mstep: Class 13 contains 11165 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 36675 members 
Mstep: Class 17 contains 48102 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 4757 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35605 members 
Mstep: Class 25 contains 7719 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353945 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11023 members 
Mstep: Class 30 contains 5970 members 
Mstep: Class 31 contains 24000 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 117Q: 35 clusters Score -1.049646e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 44753 members 
Mstep: Class 3 contains 6412 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 28542 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34019 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 11 contains 19726 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11157 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 36715 members 
Mstep: Class 17 contains 48103 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10160 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35610 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353949 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11024 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 24009 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964656.000000 Penalty: 115018.523438
Iteration 118Q: 35 clusters Score -1.049647e+08 nChanged 161
Entering ConstructFrom: 
Score: -104964656.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -601230.125000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -601230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -596349.000000 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -596349 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -597646.312500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -597646.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -598017.500000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -598017.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -598332.562500 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -598332.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -598520.062500 Penalty: 4282.859863
	Iteration 4F: 3 clusters Score -598520.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -598646.562500 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -598646.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -598743.125000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -598743.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -598851.250000 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -598851.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -598939.562500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -598939.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -599024.750000 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -599024.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -599080.562500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -599080.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -599135.187500 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -599135.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -599184.750000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -599184.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -599234.375000 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -599234.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -599277.062500 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -599277.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -599323.625000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -599323.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -599359.125000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -599359.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -599395.562500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -599395.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -599433.937500 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -599433.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -599468.625000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -599468.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -599506.562500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -599506.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -599539.000000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -599539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -599563.500000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -599563.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -599578.187500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -599578.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -599591.687500 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -599591.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -599600.875000 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -599600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -599608.562500 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -599608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -599612.437500 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -599612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -599615.437500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -599615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -599617.812500 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -599617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -599618.875000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -599618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -599621.000000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -599621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -599622.812500 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -599622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -599623.937500 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -599623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -599628.375000 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -599628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -599633.187500 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -599633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -599636.625000 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -599636.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -599641.500000 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -599641.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -599645.312500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -599645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -599648.312500 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -599648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -599650.687500 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -599650.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -599655.750000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -599655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -599657.750000 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -599657.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -599661.625000 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -599661.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -599668.625000 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -599668.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -599671.687500 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -599671.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -599674.250000 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -599674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -599673.187500 Penalty: 4282.859863
	Iteration 47Q: 3 clusters Score -599673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -599675.250000 Penalty: 4282.859863
	Iteration 48Q: 3 clusters Score -599675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -599677.437500 Penalty: 4282.859863
	Iteration 49Q: 3 clusters Score -599677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -599679.625000 Penalty: 4282.859863
	Iteration 50Q: 3 clusters Score -599679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -599681.875000 Penalty: 4282.859863
	Iteration 51Q: 3 clusters Score -599681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -599683.875000 Penalty: 4282.859863
	Iteration 52Q: 3 clusters Score -599683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -599687.437500 Penalty: 4282.859863
	Iteration 53Q: 3 clusters Score -599687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -599690.750000 Penalty: 4282.859863
	Iteration 54Q: 3 clusters Score -599690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -599695.062500 Penalty: 4282.859863
	Iteration 55Q: 3 clusters Score -599695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -599699.812500 Penalty: 4282.859863
	Iteration 56Q: 3 clusters Score -599699.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -599704.562500 Penalty: 4282.859863
	Iteration 57Q: 3 clusters Score -599704.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -599710.187500 Penalty: 4282.859863
	Iteration 58Q: 3 clusters Score -599710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -599713.687500 Penalty: 4282.859863
	Iteration 59Q: 3 clusters Score -599713.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -599716.875000 Penalty: 4282.859863
	Iteration 60F: 3 clusters Score -599716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -599719.812500 Penalty: 4282.859863
	Iteration 61Q: 3 clusters Score -599719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -599723.687500 Penalty: 4282.859863
	Iteration 62Q: 3 clusters Score -599723.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -599726.312500 Penalty: 4282.859863
	Iteration 63Q: 3 clusters Score -599726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -599727.375000 Penalty: 4282.859863
	Iteration 64Q: 3 clusters Score -599727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -599731.500000 Penalty: 4282.859863
	Iteration 65Q: 3 clusters Score -599731.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -599732.687500 Penalty: 4282.859863
	Iteration 66Q: 3 clusters Score -599732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -599741.125000 Penalty: 4282.859863
	Iteration 67Q: 3 clusters Score -599741.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -599749.125000 Penalty: 4282.859863
	Iteration 68Q: 3 clusters Score -599749.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -599755.000000 Penalty: 4282.859863
	Iteration 69Q: 3 clusters Score -599755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -599759.000000 Penalty: 4282.859863
	Iteration 70Q: 3 clusters Score -599759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -599761.187500 Penalty: 4282.859863
	Iteration 71Q: 3 clusters Score -599761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -599766.250000 Penalty: 4282.859863
	Iteration 72Q: 3 clusters Score -599766.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -599780.500000 Penalty: 4282.859863
	Iteration 73Q: 3 clusters Score -599780.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -599793.312500 Penalty: 4282.859863
	Iteration 74Q: 3 clusters Score -599793.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -599803.625000 Penalty: 4282.859863
	Iteration 75Q: 3 clusters Score -599803.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -599816.062500 Penalty: 4282.859863
	Iteration 76Q: 3 clusters Score -599816.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -599826.250000 Penalty: 4282.859863
	Iteration 77Q: 3 clusters Score -599826.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -599836.687500 Penalty: 4282.859863
	Iteration 78Q: 3 clusters Score -599836.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -599848.562500 Penalty: 4282.859863
	Iteration 79Q: 3 clusters Score -599848.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -599857.812500 Penalty: 4282.859863
	Iteration 80F: 3 clusters Score -599857.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -599866.875000 Penalty: 4282.859863
	Iteration 81Q: 3 clusters Score -599866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -599877.750000 Penalty: 4282.859863
	Iteration 82Q: 3 clusters Score -599877.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -599886.437500 Penalty: 4282.859863
	Iteration 83Q: 3 clusters Score -599886.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -599896.000000 Penalty: 4282.859863
	Iteration 84Q: 3 clusters Score -599896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -599911.687500 Penalty: 4282.859863
	Iteration 85Q: 3 clusters Score -599911.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -599924.437500 Penalty: 4282.859863
	Iteration 86Q: 3 clusters Score -599924.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -599944.125000 Penalty: 4282.859863
	Iteration 87Q: 3 clusters Score -599944.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -599963.000000 Penalty: 4282.859863
	Iteration 88Q: 3 clusters Score -599963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -599987.375000 Penalty: 4282.859863
	Iteration 89Q: 3 clusters Score -599987.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -600017.187500 Penalty: 4282.859863
	Iteration 90Q: 3 clusters Score -600017.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -600049.250000 Penalty: 4282.859863
	Iteration 91Q: 3 clusters Score -600049.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -600073.750000 Penalty: 4282.859863
	Iteration 92Q: 3 clusters Score -600073.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -600096.062500 Penalty: 4282.859863
	Iteration 93Q: 3 clusters Score -600096.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -600122.125000 Penalty: 4282.859863
	Iteration 94Q: 3 clusters Score -600122.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -600151.250000 Penalty: 4282.859863
	Iteration 95Q: 3 clusters Score -600151.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -600179.750000 Penalty: 4282.859863
	Iteration 96Q: 3 clusters Score -600179.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -600203.875000 Penalty: 4282.859863
	Iteration 97Q: 3 clusters Score -600203.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -600223.562500 Penalty: 4282.859863
	Iteration 98Q: 3 clusters Score -600223.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -600245.750000 Penalty: 4282.859863
	Iteration 99Q: 3 clusters Score -600245.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -600273.000000 Penalty: 4282.859863
	Iteration 100F: 3 clusters Score -600273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -600296.625000 Penalty: 4282.859863
	Iteration 101Q: 3 clusters Score -600296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -600310.187500 Penalty: 4282.859863
	Iteration 102Q: 3 clusters Score -600310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -600321.500000 Penalty: 4282.859863
	Iteration 103Q: 3 clusters Score -600321.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -600328.312500 Penalty: 4282.859863
	Iteration 104Q: 3 clusters Score -600328.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -600337.250000 Penalty: 4282.859863
	Iteration 105Q: 3 clusters Score -600337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -600344.312500 Penalty: 4282.859863
	Iteration 106Q: 3 clusters Score -600344.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -600356.437500 Penalty: 4282.859863
	Iteration 107Q: 3 clusters Score -600356.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -600368.875000 Penalty: 4282.859863
	Iteration 108Q: 3 clusters Score -600368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -600379.687500 Penalty: 4282.859863
	Iteration 109Q: 3 clusters Score -600379.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -600384.312500 Penalty: 4282.859863
	Iteration 110Q: 3 clusters Score -600384.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -600390.187500 Penalty: 4282.859863
	Iteration 111Q: 3 clusters Score -600390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -600395.250000 Penalty: 4282.859863
	Iteration 112Q: 3 clusters Score -600395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -600398.437500 Penalty: 4282.859863
	Iteration 113Q: 3 clusters Score -600398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -600403.000000 Penalty: 4282.859863
	Iteration 114Q: 3 clusters Score -600403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -600410.000000 Penalty: 4282.859863
	Iteration 115Q: 3 clusters Score -600410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -600415.500000 Penalty: 4282.859863
	Iteration 116Q: 3 clusters Score -600415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -600422.187500 Penalty: 4282.859863
	Iteration 117Q: 3 clusters Score -600422.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -600431.250000 Penalty: 4282.859863
	Iteration 118Q: 3 clusters Score -600431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -600438.687500 Penalty: 4282.859863
	Iteration 119Q: 3 clusters Score -600438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -600448.937500 Penalty: 4282.859863
	Iteration 120F: 3 clusters Score -600448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -600452.187500 Penalty: 4282.859863
	Iteration 121Q: 3 clusters Score -600452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -600454.812500 Penalty: 4282.859863
	Iteration 122Q: 3 clusters Score -600454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -600457.062500 Penalty: 4282.859863
	Iteration 123Q: 3 clusters Score -600457.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -600459.687500 Penalty: 4282.859863
	Iteration 124Q: 3 clusters Score -600459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -600461.312500 Penalty: 4282.859863
	Iteration 125Q: 3 clusters Score -600461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -600463.687500 Penalty: 4282.859863
	Iteration 126Q: 3 clusters Score -600463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -600464.937500 Penalty: 4282.859863
	Iteration 127Q: 3 clusters Score -600464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -600467.625000 Penalty: 4282.859863
	Iteration 128Q: 3 clusters Score -600467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -600467.625000 Penalty: 4282.859863
	Iteration 129F: 3 clusters Score -600467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Entering Unmasked Estep 
Score: -5578363.000000 Penalty: 2655.716553
	Iteration 0F: 2 clusters Score -5578363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5547935.000000 Penalty: 5311.433105
	Iteration 0F: 3 clusters Score -5547935 nChanged 20724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5559939.500000 Penalty: 5311.433105
	Iteration 1F: 3 clusters Score -5559940 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5561223.500000 Penalty: 5311.433105
	Iteration 2F: 3 clusters Score -5561224 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5563080.000000 Penalty: 5311.433105
	Iteration 3F: 3 clusters Score -5563080 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5565240.000000 Penalty: 5311.433105
	Iteration 4F: 3 clusters Score -5565240 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5567242.500000 Penalty: 5311.433105
	Iteration 5F: 3 clusters Score -5567242 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5568802.000000 Penalty: 5311.433105
	Iteration 6F: 3 clusters Score -5568802 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5569934.500000 Penalty: 5311.433105
	Iteration 7Q: 3 clusters Score -5569934 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5570822.500000 Penalty: 5311.433105
	Iteration 8Q: 3 clusters Score -5570822 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5571532.500000 Penalty: 5311.433105
	Iteration 9Q: 3 clusters Score -5571532 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5572127.000000 Penalty: 5311.433105
	Iteration 10Q: 3 clusters Score -5572127 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5572685.000000 Penalty: 5311.433105
	Iteration 11Q: 3 clusters Score -5572685 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5573159.500000 Penalty: 5311.433105
	Iteration 12Q: 3 clusters Score -5573160 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5573450.500000 Penalty: 5311.433105
	Iteration 13Q: 3 clusters Score -5573450 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -5573729.000000 Penalty: 5311.433105
	Iteration 14Q: 3 clusters Score -5573729 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5574002.500000 Penalty: 5311.433105
	Iteration 15Q: 3 clusters Score -5574002 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -5574228.500000 Penalty: 5311.433105
	Iteration 16Q: 3 clusters Score -5574228 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5574504.500000 Penalty: 5311.433105
	Iteration 17Q: 3 clusters Score -5574504 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -5574749.000000 Penalty: 5311.433105
	Iteration 18Q: 3 clusters Score -5574749 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5574957.500000 Penalty: 5311.433105
	Iteration 19Q: 3 clusters Score -5574958 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5575190.500000 Penalty: 5311.433105
	Iteration 20F: 3 clusters Score -5575190 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5575412.000000 Penalty: 5311.433105
	Iteration 21Q: 3 clusters Score -5575412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -5575580.500000 Penalty: 5311.433105
	Iteration 22Q: 3 clusters Score -5575580 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5575742.500000 Penalty: 5311.433105
	Iteration 23Q: 3 clusters Score -5575742 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5575873.000000 Penalty: 5311.433105
	Iteration 24Q: 3 clusters Score -5575873 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5575984.500000 Penalty: 5311.433105
	Iteration 25Q: 3 clusters Score -5575984 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5576077.000000 Penalty: 5311.433105
	Iteration 26Q: 3 clusters Score -5576077 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5576225.000000 Penalty: 5311.433105
	Iteration 27Q: 3 clusters Score -5576225 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5576314.000000 Penalty: 5311.433105
	Iteration 28Q: 3 clusters Score -5576314 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -5576409.500000 Penalty: 5311.433105
	Iteration 29Q: 3 clusters Score -5576410 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5576521.000000 Penalty: 5311.433105
	Iteration 30Q: 3 clusters Score -5576521 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5576588.000000 Penalty: 5311.433105
	Iteration 31Q: 3 clusters Score -5576588 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5576667.000000 Penalty: 5311.433105
	Iteration 32Q: 3 clusters Score -5576667 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5576775.500000 Penalty: 5311.433105
	Iteration 33Q: 3 clusters Score -5576776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5576877.000000 Penalty: 5311.433105
	Iteration 34Q: 3 clusters Score -5576877 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5576920.000000 Penalty: 5311.433105
	Iteration 35Q: 3 clusters Score -5576920 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5576964.000000 Penalty: 5311.433105
	Iteration 36Q: 3 clusters Score -5576964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5577022.000000 Penalty: 5311.433105
	Iteration 37Q: 3 clusters Score -5577022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -5577052.000000 Penalty: 5311.433105
	Iteration 38Q: 3 clusters Score -5577052 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5577105.000000 Penalty: 5311.433105
	Iteration 39Q: 3 clusters Score -5577105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5577129.500000 Penalty: 5311.433105
	Iteration 40F: 3 clusters Score -5577130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5577180.500000 Penalty: 5311.433105
	Iteration 41Q: 3 clusters Score -5577180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5577206.500000 Penalty: 5311.433105
	Iteration 42Q: 3 clusters Score -5577206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5577236.500000 Penalty: 5311.433105
	Iteration 43Q: 3 clusters Score -5577236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5577276.500000 Penalty: 5311.433105
	Iteration 44Q: 3 clusters Score -5577276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5577311.000000 Penalty: 5311.433105
	Iteration 45Q: 3 clusters Score -5577311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5577326.500000 Penalty: 5311.433105
	Iteration 46Q: 3 clusters Score -5577326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5577338.500000 Penalty: 5311.433105
	Iteration 47Q: 3 clusters Score -5577338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5577363.500000 Penalty: 5311.433105
	Iteration 48Q: 3 clusters Score -5577364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5577379.000000 Penalty: 5311.433105
	Iteration 49Q: 3 clusters Score -5577379 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5577385.500000 Penalty: 5311.433105
	Iteration 50Q: 3 clusters Score -5577386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5577394.500000 Penalty: 5311.433105
	Iteration 51Q: 3 clusters Score -5577394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -5577389.500000 Penalty: 5311.433105
	Iteration 52Q: 3 clusters Score -5577390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5577413.500000 Penalty: 5311.433105
	Iteration 53Q: 3 clusters Score -5577414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5577413.500000 Penalty: 5311.433105
	Iteration 54Q: 3 clusters Score -5577414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5577406.500000 Penalty: 5311.433105
	Iteration 55Q: 3 clusters Score -5577406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5577415.500000 Penalty: 5311.433105
	Iteration 56Q: 3 clusters Score -5577416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5577418.000000 Penalty: 5311.433105
	Iteration 57Q: 3 clusters Score -5577418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5577420.000000 Penalty: 5311.433105
	Iteration 58Q: 3 clusters Score -5577420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5577429.000000 Penalty: 5311.433105
	Iteration 59Q: 3 clusters Score -5577429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5577431.500000 Penalty: 5311.433105
	Iteration 60F: 3 clusters Score -5577432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5577433.000000 Penalty: 5311.433105
	Iteration 61Q: 3 clusters Score -5577433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5577435.500000 Penalty: 5311.433105
	Iteration 62Q: 3 clusters Score -5577436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5577426.500000 Penalty: 5311.433105
	Iteration 63Q: 3 clusters Score -5577426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5577431.500000 Penalty: 5311.433105
	Iteration 64Q: 3 clusters Score -5577432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -5577425.000000 Penalty: 5311.433105
	Iteration 65Q: 3 clusters Score -5577425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5577426.500000 Penalty: 5311.433105
	Iteration 66Q: 3 clusters Score -5577426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5577425.000000 Penalty: 5311.433105
	Iteration 67Q: 3 clusters Score -5577425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5577436.500000 Penalty: 5311.433105
	Iteration 68Q: 3 clusters Score -5577436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5577442.500000 Penalty: 5311.433105
	Iteration 69Q: 3 clusters Score -5577442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5577442.500000 Penalty: 5311.433105
	Iteration 70Q: 3 clusters Score -5577442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5577441.000000 Penalty: 5311.433105
	Iteration 71Q: 3 clusters Score -5577441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5577442.000000 Penalty: 5311.433105
	Iteration 72Q: 3 clusters Score -5577442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5577449.500000 Penalty: 5311.433105
	Iteration 73Q: 3 clusters Score -5577450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5577447.500000 Penalty: 5311.433105
	Iteration 74Q: 3 clusters Score -5577448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5577454.500000 Penalty: 5311.433105
	Iteration 75Q: 3 clusters Score -5577454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5577459.500000 Penalty: 5311.433105
	Iteration 76Q: 3 clusters Score -5577460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5577460.500000 Penalty: 5311.433105
	Iteration 77Q: 3 clusters Score -5577460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5577458.000000 Penalty: 5311.433105
	Iteration 78Q: 3 clusters Score -5577458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5577457.500000 Penalty: 5311.433105
	Iteration 79Q: 3 clusters Score -5577458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5577457.500000 Penalty: 5311.433105
	Iteration 80F: 3 clusters Score -5577458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -789329.562500 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -789329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -783964.500000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -783964.5 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -785398.750000 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -785398.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -785636.562500 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -785636.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -785788.312500 Penalty: 4347.357910
	Iteration 3Q: 3 clusters Score -785788.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -785884.500000 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -785884.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -785968.000000 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -785968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -786039.875000 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -786039.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -786103.062500 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -786103.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -786151.375000 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -786151.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -786188.562500 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -786188.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -786226.250000 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -786226.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -786262.062500 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -786262.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -786301.812500 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -786301.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -786341.187500 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -786341.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -786376.500000 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -786376.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -786409.062500 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -786409.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -786439.250000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -786439.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -786478.187500 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -786478.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -786510.562500 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -786510.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -786543.687500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -786543.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -786574.187500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -786574.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -786617.187500 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -786617.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -786654.500000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -786654.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -786694.687500 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -786694.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -786735.062500 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -786735.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -786794.875000 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -786794.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -786851.875000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -786851.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -786907.687500 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -786907.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -786963.500000 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -786963.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -787014.187500 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -787014.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -787048.125000 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -787048.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -787075.562500 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -787075.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -787108.812500 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -787108.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -787143.687500 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -787143.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -787177.750000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -787177.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -787206.937500 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -787206.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -787229.000000 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -787229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -787248.437500 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -787248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -787272.062500 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -787272.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -787292.312500 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -787292.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -787306.437500 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -787306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -787315.125000 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -787315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -787324.937500 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -787324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -787333.375000 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -787333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -787340.125000 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -787340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -787347.500000 Penalty: 4347.357910
	Iteration 45Q: 3 clusters Score -787347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -787353.125000 Penalty: 4347.357910
	Iteration 46Q: 3 clusters Score -787353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -787355.812500 Penalty: 4347.357910
	Iteration 47Q: 3 clusters Score -787355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -787364.125000 Penalty: 4347.357910
	Iteration 48Q: 3 clusters Score -787364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -787366.625000 Penalty: 4347.357910
	Iteration 49Q: 3 clusters Score -787366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -787369.125000 Penalty: 4347.357910
	Iteration 50Q: 3 clusters Score -787369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -787372.250000 Penalty: 4347.357910
	Iteration 51Q: 3 clusters Score -787372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -787374.937500 Penalty: 4347.357910
	Iteration 52Q: 3 clusters Score -787374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -787379.250000 Penalty: 4347.357910
	Iteration 53Q: 3 clusters Score -787379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -787382.687500 Penalty: 4347.357910
	Iteration 54Q: 3 clusters Score -787382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -787386.062500 Penalty: 4347.357910
	Iteration 55Q: 3 clusters Score -787386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -787385.750000 Penalty: 4347.357910
	Iteration 56Q: 3 clusters Score -787385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -787390.500000 Penalty: 4347.357910
	Iteration 57Q: 3 clusters Score -787390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -787392.000000 Penalty: 4347.357910
	Iteration 58Q: 3 clusters Score -787392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -787395.500000 Penalty: 4347.357910
	Iteration 59Q: 3 clusters Score -787395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -787395.687500 Penalty: 4347.357910
	Iteration 60F: 3 clusters Score -787395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -787396.687500 Penalty: 4347.357910
	Iteration 61Q: 3 clusters Score -787396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -787398.000000 Penalty: 4347.357910
	Iteration 62Q: 3 clusters Score -787398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -787399.062500 Penalty: 4347.357910
	Iteration 63Q: 3 clusters Score -787399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -787398.812500 Penalty: 4347.357910
	Iteration 64Q: 3 clusters Score -787398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -787401.500000 Penalty: 4347.357910
	Iteration 65Q: 3 clusters Score -787401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -787406.250000 Penalty: 4347.357910
	Iteration 66Q: 3 clusters Score -787406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -787406.937500 Penalty: 4347.357910
	Iteration 67Q: 3 clusters Score -787406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -787411.125000 Penalty: 4347.357910
	Iteration 68Q: 3 clusters Score -787411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -787411.875000 Penalty: 4347.357910
	Iteration 69Q: 3 clusters Score -787411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -787411.875000 Penalty: 4347.357910
	Iteration 70F: 3 clusters Score -787411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Entering Unmasked Estep 
Score: -1824744.125000 Penalty: 2375.627197
	Iteration 0F: 2 clusters Score -1824744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1814297.750000 Penalty: 4751.254395
	Iteration 0F: 3 clusters Score -1814298 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1817582.500000 Penalty: 4751.254395
	Iteration 1F: 3 clusters Score -1817582 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1817917.625000 Penalty: 4751.254395
	Iteration 2F: 3 clusters Score -1817918 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1818142.750000 Penalty: 4751.254395
	Iteration 3Q: 3 clusters Score -1818143 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1818346.500000 Penalty: 4751.254395
	Iteration 4Q: 3 clusters Score -1818346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1818556.000000 Penalty: 4751.254395
	Iteration 5Q: 3 clusters Score -1818556 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1818759.250000 Penalty: 4751.254395
	Iteration 6Q: 3 clusters Score -1818759 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1818996.000000 Penalty: 4751.254395
	Iteration 7Q: 3 clusters Score -1818996 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1819318.375000 Penalty: 4751.254395
	Iteration 8Q: 3 clusters Score -1819318 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1819718.625000 Penalty: 4751.254395
	Iteration 9Q: 3 clusters Score -1819719 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1820215.500000 Penalty: 4751.254395
	Iteration 10F: 3 clusters Score -1820216 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1820758.500000 Penalty: 4751.254395
	Iteration 11F: 3 clusters Score -1820758 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1821290.500000 Penalty: 4751.254395
	Iteration 12Q: 3 clusters Score -1821290 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1821741.375000 Penalty: 4751.254395
	Iteration 13Q: 3 clusters Score -1821741 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1822102.000000 Penalty: 4751.254395
	Iteration 14Q: 3 clusters Score -1822102 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1822316.000000 Penalty: 4751.254395
	Iteration 15Q: 3 clusters Score -1822316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1822432.625000 Penalty: 4751.254395
	Iteration 16Q: 3 clusters Score -1822433 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1822490.000000 Penalty: 4751.254395
	Iteration 17Q: 3 clusters Score -1822490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1822539.500000 Penalty: 4751.254395
	Iteration 18Q: 3 clusters Score -1822540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1822579.250000 Penalty: 4751.254395
	Iteration 19Q: 3 clusters Score -1822579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1822594.625000 Penalty: 4751.254395
	Iteration 20F: 3 clusters Score -1822595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1822612.625000 Penalty: 4751.254395
	Iteration 21Q: 3 clusters Score -1822613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1822627.500000 Penalty: 4751.254395
	Iteration 22Q: 3 clusters Score -1822628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1822636.500000 Penalty: 4751.254395
	Iteration 23Q: 3 clusters Score -1822636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1822641.375000 Penalty: 4751.254395
	Iteration 24Q: 3 clusters Score -1822641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1822644.375000 Penalty: 4751.254395
	Iteration 25Q: 3 clusters Score -1822644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1822647.500000 Penalty: 4751.254395
	Iteration 26Q: 3 clusters Score -1822648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1822654.875000 Penalty: 4751.254395
	Iteration 27Q: 3 clusters Score -1822655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1822659.500000 Penalty: 4751.254395
	Iteration 28Q: 3 clusters Score -1822660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1822665.125000 Penalty: 4751.254395
	Iteration 29Q: 3 clusters Score -1822665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1822671.750000 Penalty: 4751.254395
	Iteration 30Q: 3 clusters Score -1822672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1822673.000000 Penalty: 4751.254395
	Iteration 31Q: 3 clusters Score -1822673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1822671.125000 Penalty: 4751.254395
	Iteration 32Q: 3 clusters Score -1822671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1822672.625000 Penalty: 4751.254395
	Iteration 33Q: 3 clusters Score -1822673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1822673.500000 Penalty: 4751.254395
	Iteration 34Q: 3 clusters Score -1822674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1822673.500000 Penalty: 4751.254395
	Iteration 35F: 3 clusters Score -1822674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -259370.859375 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -259370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -256490.406250 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -256490.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -257340.062500 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -257340.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -257595.296875 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -257595.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -257758.562500 Penalty: 3898.077393
	Iteration 3F: 3 clusters Score -257758.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -257876.015625 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -257876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257971.000000 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -257971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -258034.390625 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -258034.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -258068.875000 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -258068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258096.140625 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -258096.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -258121.796875 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -258121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258146.312500 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -258146.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -258177.718750 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -258177.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -258207.453125 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -258207.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -258227.515625 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -258227.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -258248.578125 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -258248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -258266.312500 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -258266.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -258284.671875 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -258284.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -258299.046875 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -258299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -258316.125000 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -258316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -258328.968750 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -258329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258338.484375 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -258338.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -258345.640625 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -258345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -258351.781250 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -258351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -258358.140625 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -258358.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -258367.593750 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -258367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -258375.828125 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -258375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -258386.968750 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -258387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -258397.453125 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -258397.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -258407.328125 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -258407.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -258413.875000 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -258413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -258421.843750 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -258421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -258428.500000 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -258428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -258435.343750 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -258435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -258438.453125 Penalty: 3898.077393
	Iteration 33Q: 3 clusters Score -258438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -258441.421875 Penalty: 3898.077393
	Iteration 34Q: 3 clusters Score -258441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -258442.937500 Penalty: 3898.077393
	Iteration 35Q: 3 clusters Score -258442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -258445.093750 Penalty: 3898.077393
	Iteration 36Q: 3 clusters Score -258445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -258446.312500 Penalty: 3898.077393
	Iteration 37Q: 3 clusters Score -258446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -258446.843750 Penalty: 3898.077393
	Iteration 38Q: 3 clusters Score -258446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -258447.250000 Penalty: 3898.077393
	Iteration 39Q: 3 clusters Score -258447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258447.484375 Penalty: 3898.077393
	Iteration 40F: 3 clusters Score -258447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -3757231.750000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -3757232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3737600.250000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -3737600 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3744827.500000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -3744828 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3745359.500000 Penalty: 5088.373047
	Iteration 2F: 3 clusters Score -3745360 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3745818.000000 Penalty: 5088.373047
	Iteration 3Q: 3 clusters Score -3745818 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3746223.500000 Penalty: 5088.373047
	Iteration 4Q: 3 clusters Score -3746224 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3746593.500000 Penalty: 5088.373047
	Iteration 5Q: 3 clusters Score -3746594 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3746995.500000 Penalty: 5088.373047
	Iteration 6Q: 3 clusters Score -3746996 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3747559.500000 Penalty: 5088.373047
	Iteration 7Q: 3 clusters Score -3747560 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3748280.750000 Penalty: 5088.373047
	Iteration 8Q: 3 clusters Score -3748281 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3749179.500000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -3749180 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3750204.500000 Penalty: 5088.373047
	Iteration 10F: 3 clusters Score -3750204 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3751312.750000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -3751313 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3752367.750000 Penalty: 5088.373047
	Iteration 12Q: 3 clusters Score -3752368 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3753235.000000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -3753235 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3753852.250000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -3753852 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3754291.000000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -3754291 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3754542.250000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -3754542 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3754676.250000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -3754676 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3754783.500000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -3754784 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3754849.500000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -3754850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3754902.750000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -3754903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3754936.250000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -3754936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3754966.750000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -3754967 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3754986.250000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -3754986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3754984.750000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -3754985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3754995.250000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -3754995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3755005.500000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -3755006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3755015.000000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -3755015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3755016.000000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -3755016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3755032.000000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -3755032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3755030.500000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -3755030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3755034.000000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -3755034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3755049.500000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -3755050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3755058.500000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -3755058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3755075.250000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -3755075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3755082.750000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -3755083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3755087.750000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -3755088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3755104.000000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -3755104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3755116.250000 Penalty: 5088.373047
	Iteration 38Q: 3 clusters Score -3755116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3755126.000000 Penalty: 5088.373047
	Iteration 39Q: 3 clusters Score -3755126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3755129.250000 Penalty: 5088.373047
	Iteration 40F: 3 clusters Score -3755129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3755132.750000 Penalty: 5088.373047
	Iteration 41Q: 3 clusters Score -3755133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3755166.250000 Penalty: 5088.373047
	Iteration 42Q: 3 clusters Score -3755166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3755185.250000 Penalty: 5088.373047
	Iteration 43Q: 3 clusters Score -3755185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3755211.750000 Penalty: 5088.373047
	Iteration 44Q: 3 clusters Score -3755212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3755228.500000 Penalty: 5088.373047
	Iteration 45Q: 3 clusters Score -3755228 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3755279.750000 Penalty: 5088.373047
	Iteration 46Q: 3 clusters Score -3755280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3755312.500000 Penalty: 5088.373047
	Iteration 47Q: 3 clusters Score -3755312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3755385.000000 Penalty: 5088.373047
	Iteration 48Q: 3 clusters Score -3755385 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3755452.750000 Penalty: 5088.373047
	Iteration 49Q: 3 clusters Score -3755453 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3755554.750000 Penalty: 5088.373047
	Iteration 50Q: 3 clusters Score -3755555 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3755667.750000 Penalty: 5088.373047
	Iteration 51Q: 3 clusters Score -3755668 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3755811.000000 Penalty: 5088.373047
	Iteration 52Q: 3 clusters Score -3755811 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3755976.500000 Penalty: 5088.373047
	Iteration 53Q: 3 clusters Score -3755976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3756167.750000 Penalty: 5088.373047
	Iteration 54Q: 3 clusters Score -3756168 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3756371.000000 Penalty: 5088.373047
	Iteration 55Q: 3 clusters Score -3756371 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3756520.000000 Penalty: 5088.373047
	Iteration 56Q: 3 clusters Score -3756520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3756611.000000 Penalty: 5088.373047
	Iteration 57Q: 3 clusters Score -3756611 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3756677.250000 Penalty: 5088.373047
	Iteration 58Q: 3 clusters Score -3756677 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3756722.000000 Penalty: 5088.373047
	Iteration 59Q: 3 clusters Score -3756722 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3756777.750000 Penalty: 5088.373047
	Iteration 60F: 3 clusters Score -3756778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3756810.250000 Penalty: 5088.373047
	Iteration 61Q: 3 clusters Score -3756810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3756842.000000 Penalty: 5088.373047
	Iteration 62Q: 3 clusters Score -3756842 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3756862.500000 Penalty: 5088.373047
	Iteration 63Q: 3 clusters Score -3756862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3756880.750000 Penalty: 5088.373047
	Iteration 64Q: 3 clusters Score -3756881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3756895.000000 Penalty: 5088.373047
	Iteration 65Q: 3 clusters Score -3756895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3756886.250000 Penalty: 5088.373047
	Iteration 66Q: 3 clusters Score -3756886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3756899.250000 Penalty: 5088.373047
	Iteration 67Q: 3 clusters Score -3756899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3756913.500000 Penalty: 5088.373047
	Iteration 68Q: 3 clusters Score -3756914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3756924.250000 Penalty: 5088.373047
	Iteration 69Q: 3 clusters Score -3756924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3756927.000000 Penalty: 5088.373047
	Iteration 70Q: 3 clusters Score -3756927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3756936.000000 Penalty: 5088.373047
	Iteration 71Q: 3 clusters Score -3756936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3756935.750000 Penalty: 5088.373047
	Iteration 72Q: 3 clusters Score -3756936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3756935.000000 Penalty: 5088.373047
	Iteration 73Q: 3 clusters Score -3756935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3756939.750000 Penalty: 5088.373047
	Iteration 74Q: 3 clusters Score -3756940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3756940.250000 Penalty: 5088.373047
	Iteration 75Q: 3 clusters Score -3756940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3756943.250000 Penalty: 5088.373047
	Iteration 76Q: 3 clusters Score -3756943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3756939.750000 Penalty: 5088.373047
	Iteration 77Q: 3 clusters Score -3756940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3756936.500000 Penalty: 5088.373047
	Iteration 78Q: 3 clusters Score -3756936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3756936.500000 Penalty: 5088.373047
	Iteration 79F: 3 clusters Score -3756936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -529456.937500 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -529456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -525311.437500 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -525311.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -526297.062500 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -526297.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -526781.312500 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -526781.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -527449.187500 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -527449.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -528062.500000 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -528062.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -528491.562500 Penalty: 4162.248535
	Iteration 5F: 3 clusters Score -528491.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -528792.375000 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -528792.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -529022.312500 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -529022.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -529175.562500 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -529175.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -529261.875000 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -529261.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -529310.812500 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -529310.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -529340.250000 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -529340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -529360.625000 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -529360.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529380.750000 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -529380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -529388.437500 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -529388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -529394.875000 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -529394.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -529400.687500 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -529400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -529406.500000 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -529406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -529413.250000 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -529413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -529420.687500 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -529420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -529425.062500 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -529425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -529430.875000 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -529430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -529434.500000 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -529434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -529439.437500 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -529439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -529443.500000 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -529443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -529446.000000 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -529446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -529450.000000 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -529450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -529452.250000 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -529452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -529454.562500 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -529454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -529456.750000 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -529456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -529462.562500 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -529462.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -529467.187500 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -529467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -529469.375000 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -529469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -529471.625000 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -529471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -529471.437500 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -529471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -529471.875000 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -529471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -529474.000000 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -529474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -529474.562500 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -529474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -529475.375000 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -529475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -529476.875000 Penalty: 4162.248535
	Iteration 39Q: 3 clusters Score -529476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -529477.000000 Penalty: 4162.248535
	Iteration 40F: 3 clusters Score -529477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -529478.125000 Penalty: 4162.248535
	Iteration 41Q: 3 clusters Score -529478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -529478.125000 Penalty: 4162.248535
	Iteration 42F: 3 clusters Score -529478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2107 members 
Entering Unmasked Estep 
Score: -104963392.000000 Penalty: 118401.421875
Splitting cluster 7 changes total score from -104964656.000000 to -104963392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (34022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Entering Unmasked Estep 
Score: -4477727.000000 Penalty: 2587.821289
	Iteration 0F: 2 clusters Score -4477727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4454554.500000 Penalty: 5175.642578
	Iteration 0F: 3 clusters Score -4454554 nChanged 15467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4462911.500000 Penalty: 5175.642578
	Iteration 1F: 3 clusters Score -4462912 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4463497.500000 Penalty: 5175.642578
	Iteration 2F: 3 clusters Score -4463498 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -4464089.000000 Penalty: 5175.642578
	Iteration 3Q: 3 clusters Score -4464089 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4464787.500000 Penalty: 5175.642578
	Iteration 4Q: 3 clusters Score -4464788 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4465562.500000 Penalty: 5175.642578
	Iteration 5Q: 3 clusters Score -4465562 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4466439.000000 Penalty: 5175.642578
	Iteration 6F: 3 clusters Score -4466439 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4467424.500000 Penalty: 5175.642578
	Iteration 7F: 3 clusters Score -4467424 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4468519.500000 Penalty: 5175.642578
	Iteration 8F: 3 clusters Score -4468520 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -4469559.500000 Penalty: 5175.642578
	Iteration 9Q: 3 clusters Score -4469560 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4470532.500000 Penalty: 5175.642578
	Iteration 10Q: 3 clusters Score -4470532 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4471434.000000 Penalty: 5175.642578
	Iteration 11Q: 3 clusters Score -4471434 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4472212.000000 Penalty: 5175.642578
	Iteration 12Q: 3 clusters Score -4472212 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4472853.500000 Penalty: 5175.642578
	Iteration 13Q: 3 clusters Score -4472854 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4473357.500000 Penalty: 5175.642578
	Iteration 14Q: 3 clusters Score -4473358 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4473782.000000 Penalty: 5175.642578
	Iteration 15Q: 3 clusters Score -4473782 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4474094.000000 Penalty: 5175.642578
	Iteration 16Q: 3 clusters Score -4474094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4474405.500000 Penalty: 5175.642578
	Iteration 17Q: 3 clusters Score -4474406 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4474627.500000 Penalty: 5175.642578
	Iteration 18Q: 3 clusters Score -4474628 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4474818.000000 Penalty: 5175.642578
	Iteration 19Q: 3 clusters Score -4474818 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4475012.000000 Penalty: 5175.642578
	Iteration 20F: 3 clusters Score -4475012 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4475165.000000 Penalty: 5175.642578
	Iteration 21Q: 3 clusters Score -4475165 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4475310.500000 Penalty: 5175.642578
	Iteration 22Q: 3 clusters Score -4475310 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4475431.000000 Penalty: 5175.642578
	Iteration 23Q: 3 clusters Score -4475431 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4475559.500000 Penalty: 5175.642578
	Iteration 24Q: 3 clusters Score -4475560 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4475683.500000 Penalty: 5175.642578
	Iteration 25Q: 3 clusters Score -4475684 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4475781.000000 Penalty: 5175.642578
	Iteration 26Q: 3 clusters Score -4475781 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4475856.500000 Penalty: 5175.642578
	Iteration 27Q: 3 clusters Score -4475856 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4475930.000000 Penalty: 5175.642578
	Iteration 28Q: 3 clusters Score -4475930 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4476043.000000 Penalty: 5175.642578
	Iteration 29Q: 3 clusters Score -4476043 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4476118.500000 Penalty: 5175.642578
	Iteration 30Q: 3 clusters Score -4476118 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4476183.500000 Penalty: 5175.642578
	Iteration 31Q: 3 clusters Score -4476184 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4476246.500000 Penalty: 5175.642578
	Iteration 32Q: 3 clusters Score -4476246 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4476288.500000 Penalty: 5175.642578
	Iteration 33Q: 3 clusters Score -4476288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4476315.500000 Penalty: 5175.642578
	Iteration 34Q: 3 clusters Score -4476316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4476333.500000 Penalty: 5175.642578
	Iteration 35Q: 3 clusters Score -4476334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4476342.500000 Penalty: 5175.642578
	Iteration 36Q: 3 clusters Score -4476342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4476357.000000 Penalty: 5175.642578
	Iteration 37Q: 3 clusters Score -4476357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4476382.000000 Penalty: 5175.642578
	Iteration 38Q: 3 clusters Score -4476382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4476392.000000 Penalty: 5175.642578
	Iteration 39Q: 3 clusters Score -4476392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4476384.500000 Penalty: 5175.642578
	Iteration 40F: 3 clusters Score -4476384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4476399.000000 Penalty: 5175.642578
	Iteration 41Q: 3 clusters Score -4476399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4476416.000000 Penalty: 5175.642578
	Iteration 42Q: 3 clusters Score -4476416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4476411.500000 Penalty: 5175.642578
	Iteration 43Q: 3 clusters Score -4476412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4476417.500000 Penalty: 5175.642578
	Iteration 44Q: 3 clusters Score -4476418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4476414.000000 Penalty: 5175.642578
	Iteration 45Q: 3 clusters Score -4476414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4476426.500000 Penalty: 5175.642578
	Iteration 46Q: 3 clusters Score -4476426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4476430.000000 Penalty: 5175.642578
	Iteration 47Q: 3 clusters Score -4476430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4476435.000000 Penalty: 5175.642578
	Iteration 48Q: 3 clusters Score -4476435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4476442.000000 Penalty: 5175.642578
	Iteration 49Q: 3 clusters Score -4476442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4476431.500000 Penalty: 5175.642578
	Iteration 50Q: 3 clusters Score -4476432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4476432.500000 Penalty: 5175.642578
	Iteration 51Q: 3 clusters Score -4476432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4476433.000000 Penalty: 5175.642578
	Iteration 52Q: 3 clusters Score -4476433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4476431.500000 Penalty: 5175.642578
	Iteration 53Q: 3 clusters Score -4476432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4476434.000000 Penalty: 5175.642578
	Iteration 54Q: 3 clusters Score -4476434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4476437.500000 Penalty: 5175.642578
	Iteration 55Q: 3 clusters Score -4476438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4476439.000000 Penalty: 5175.642578
	Iteration 56Q: 3 clusters Score -4476439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4476440.000000 Penalty: 5175.642578
	Iteration 57Q: 3 clusters Score -4476440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4476442.000000 Penalty: 5175.642578
	Iteration 58Q: 3 clusters Score -4476442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4476434.000000 Penalty: 5175.642578
	Iteration 59Q: 3 clusters Score -4476434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4476439.000000 Penalty: 5175.642578
	Iteration 60F: 3 clusters Score -4476439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4476439.500000 Penalty: 5175.642578
	Iteration 61Q: 3 clusters Score -4476440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4476431.500000 Penalty: 5175.642578
	Iteration 62Q: 3 clusters Score -4476432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4476433.500000 Penalty: 5175.642578
	Iteration 63Q: 3 clusters Score -4476434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4476434.500000 Penalty: 5175.642578
	Iteration 64Q: 3 clusters Score -4476434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4476437.000000 Penalty: 5175.642578
	Iteration 65Q: 3 clusters Score -4476437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -4476445.500000 Penalty: 5175.642578
	Iteration 66Q: 3 clusters Score -4476446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4476436.000000 Penalty: 5175.642578
	Iteration 67Q: 3 clusters Score -4476436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4476432.000000 Penalty: 5175.642578
	Iteration 68Q: 3 clusters Score -4476432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4476437.000000 Penalty: 5175.642578
	Iteration 69Q: 3 clusters Score -4476437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4476438.500000 Penalty: 5175.642578
	Iteration 70Q: 3 clusters Score -4476438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4476438.500000 Penalty: 5175.642578
	Iteration 71F: 3 clusters Score -4476438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -504889.562500 Penalty: 2061.592041
	Iteration 0F: 2 clusters Score -504889.6 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 1989 members 
Entering Unmasked Estep 
Score: -500972.625000 Penalty: 4123.184082
	Iteration 0F: 3 clusters Score -500972.6 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501813.531250 Penalty: 4123.184082
	Iteration 1F: 3 clusters Score -501813.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -501971.500000 Penalty: 4123.184082
	Iteration 2F: 3 clusters Score -501971.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -502049.031250 Penalty: 4123.184082
	Iteration 3Q: 3 clusters Score -502049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -502100.781250 Penalty: 4123.184082
	Iteration 4Q: 3 clusters Score -502100.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -502144.062500 Penalty: 4123.184082
	Iteration 5Q: 3 clusters Score -502144.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -502183.093750 Penalty: 4123.184082
	Iteration 6Q: 3 clusters Score -502183.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -502217.031250 Penalty: 4123.184082
	Iteration 7Q: 3 clusters Score -502217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -502242.375000 Penalty: 4123.184082
	Iteration 8Q: 3 clusters Score -502242.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -502257.312500 Penalty: 4123.184082
	Iteration 9Q: 3 clusters Score -502257.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -502271.718750 Penalty: 4123.184082
	Iteration 10Q: 3 clusters Score -502271.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -502289.187500 Penalty: 4123.184082
	Iteration 11Q: 3 clusters Score -502289.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -502306.843750 Penalty: 4123.184082
	Iteration 12Q: 3 clusters Score -502306.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -502321.406250 Penalty: 4123.184082
	Iteration 13Q: 3 clusters Score -502321.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -502333.000000 Penalty: 4123.184082
	Iteration 14Q: 3 clusters Score -502333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -502341.656250 Penalty: 4123.184082
	Iteration 15Q: 3 clusters Score -502341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -502350.687500 Penalty: 4123.184082
	Iteration 16Q: 3 clusters Score -502350.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -502357.062500 Penalty: 4123.184082
	Iteration 17Q: 3 clusters Score -502357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -502361.000000 Penalty: 4123.184082
	Iteration 18Q: 3 clusters Score -502361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -502369.156250 Penalty: 4123.184082
	Iteration 19Q: 3 clusters Score -502369.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -502377.281250 Penalty: 4123.184082
	Iteration 20F: 3 clusters Score -502377.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -502385.250000 Penalty: 4123.184082
	Iteration 21Q: 3 clusters Score -502385.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -502393.375000 Penalty: 4123.184082
	Iteration 22Q: 3 clusters Score -502393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -502399.968750 Penalty: 4123.184082
	Iteration 23Q: 3 clusters Score -502400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502404.875000 Penalty: 4123.184082
	Iteration 24Q: 3 clusters Score -502404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -502409.500000 Penalty: 4123.184082
	Iteration 25Q: 3 clusters Score -502409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -502417.593750 Penalty: 4123.184082
	Iteration 26Q: 3 clusters Score -502417.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -502426.843750 Penalty: 4123.184082
	Iteration 27Q: 3 clusters Score -502426.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -502437.812500 Penalty: 4123.184082
	Iteration 28Q: 3 clusters Score -502437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -502446.875000 Penalty: 4123.184082
	Iteration 29Q: 3 clusters Score -502446.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -502452.750000 Penalty: 4123.184082
	Iteration 30Q: 3 clusters Score -502452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -502457.718750 Penalty: 4123.184082
	Iteration 31Q: 3 clusters Score -502457.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -502464.218750 Penalty: 4123.184082
	Iteration 32Q: 3 clusters Score -502464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -502467.156250 Penalty: 4123.184082
	Iteration 33Q: 3 clusters Score -502467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -502472.031250 Penalty: 4123.184082
	Iteration 34Q: 3 clusters Score -502472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -502478.468750 Penalty: 4123.184082
	Iteration 35Q: 3 clusters Score -502478.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -502488.812500 Penalty: 4123.184082
	Iteration 36Q: 3 clusters Score -502488.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -502499.406250 Penalty: 4123.184082
	Iteration 37Q: 3 clusters Score -502499.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -502512.156250 Penalty: 4123.184082
	Iteration 38Q: 3 clusters Score -502512.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502524.187500 Penalty: 4123.184082
	Iteration 39Q: 3 clusters Score -502524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -502534.656250 Penalty: 4123.184082
	Iteration 40F: 3 clusters Score -502534.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -502542.250000 Penalty: 4123.184082
	Iteration 41Q: 3 clusters Score -502542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -502549.031250 Penalty: 4123.184082
	Iteration 42Q: 3 clusters Score -502549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -502558.218750 Penalty: 4123.184082
	Iteration 43Q: 3 clusters Score -502558.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -502572.593750 Penalty: 4123.184082
	Iteration 44Q: 3 clusters Score -502572.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -502587.562500 Penalty: 4123.184082
	Iteration 45Q: 3 clusters Score -502587.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -502603.875000 Penalty: 4123.184082
	Iteration 46Q: 3 clusters Score -502603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502615.593750 Penalty: 4123.184082
	Iteration 47Q: 3 clusters Score -502615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502625.187500 Penalty: 4123.184082
	Iteration 48Q: 3 clusters Score -502625.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -502635.562500 Penalty: 4123.184082
	Iteration 49Q: 3 clusters Score -502635.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -502645.781250 Penalty: 4123.184082
	Iteration 50Q: 3 clusters Score -502645.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -502658.750000 Penalty: 4123.184082
	Iteration 51Q: 3 clusters Score -502658.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -502672.593750 Penalty: 4123.184082
	Iteration 52Q: 3 clusters Score -502672.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -502692.906250 Penalty: 4123.184082
	Iteration 53Q: 3 clusters Score -502692.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -502716.875000 Penalty: 4123.184082
	Iteration 54Q: 3 clusters Score -502716.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -502741.031250 Penalty: 4123.184082
	Iteration 55Q: 3 clusters Score -502741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -502768.125000 Penalty: 4123.184082
	Iteration 56Q: 3 clusters Score -502768.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -502796.843750 Penalty: 4123.184082
	Iteration 57Q: 3 clusters Score -502796.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -502826.625000 Penalty: 4123.184082
	Iteration 58Q: 3 clusters Score -502826.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -502856.156250 Penalty: 4123.184082
	Iteration 59Q: 3 clusters Score -502856.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -502885.625000 Penalty: 4123.184082
	Iteration 60F: 3 clusters Score -502885.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -502925.687500 Penalty: 4123.184082
	Iteration 61Q: 3 clusters Score -502925.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -502946.593750 Penalty: 4123.184082
	Iteration 62Q: 3 clusters Score -502946.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -502968.781250 Penalty: 4123.184082
	Iteration 63Q: 3 clusters Score -502968.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -502994.437500 Penalty: 4123.184082
	Iteration 64Q: 3 clusters Score -502994.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -503015.343750 Penalty: 4123.184082
	Iteration 65Q: 3 clusters Score -503015.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -503035.500000 Penalty: 4123.184082
	Iteration 66Q: 3 clusters Score -503035.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -503052.687500 Penalty: 4123.184082
	Iteration 67Q: 3 clusters Score -503052.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -503070.875000 Penalty: 4123.184082
	Iteration 68Q: 3 clusters Score -503070.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -503088.812500 Penalty: 4123.184082
	Iteration 69Q: 3 clusters Score -503088.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -503105.062500 Penalty: 4123.184082
	Iteration 70Q: 3 clusters Score -503105.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -503116.000000 Penalty: 4123.184082
	Iteration 71Q: 3 clusters Score -503116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -503124.281250 Penalty: 4123.184082
	Iteration 72Q: 3 clusters Score -503124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -503133.187500 Penalty: 4123.184082
	Iteration 73Q: 3 clusters Score -503133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -503138.093750 Penalty: 4123.184082
	Iteration 74Q: 3 clusters Score -503138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -503144.562500 Penalty: 4123.184082
	Iteration 75Q: 3 clusters Score -503144.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -503151.937500 Penalty: 4123.184082
	Iteration 76Q: 3 clusters Score -503151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -503160.000000 Penalty: 4123.184082
	Iteration 77Q: 3 clusters Score -503160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -503166.562500 Penalty: 4123.184082
	Iteration 78Q: 3 clusters Score -503166.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -503174.500000 Penalty: 4123.184082
	Iteration 79Q: 3 clusters Score -503174.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -503184.562500 Penalty: 4123.184082
	Iteration 80F: 3 clusters Score -503184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -503190.625000 Penalty: 4123.184082
	Iteration 81Q: 3 clusters Score -503190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -503195.843750 Penalty: 4123.184082
	Iteration 82Q: 3 clusters Score -503195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -503199.875000 Penalty: 4123.184082
	Iteration 83Q: 3 clusters Score -503199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -503206.812500 Penalty: 4123.184082
	Iteration 84Q: 3 clusters Score -503206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -503211.312500 Penalty: 4123.184082
	Iteration 85Q: 3 clusters Score -503211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -503214.031250 Penalty: 4123.184082
	Iteration 86Q: 3 clusters Score -503214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -503214.593750 Penalty: 4123.184082
	Iteration 87Q: 3 clusters Score -503214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -503215.937500 Penalty: 4123.184082
	Iteration 88Q: 3 clusters Score -503215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -503217.312500 Penalty: 4123.184082
	Iteration 89Q: 3 clusters Score -503217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -503218.750000 Penalty: 4123.184082
	Iteration 90Q: 3 clusters Score -503218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -503219.000000 Penalty: 4123.184082
	Iteration 91Q: 3 clusters Score -503219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -503219.843750 Penalty: 4123.184082
	Iteration 92Q: 3 clusters Score -503219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -503220.875000 Penalty: 4123.184082
	Iteration 93Q: 3 clusters Score -503220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -503222.093750 Penalty: 4123.184082
	Iteration 94Q: 3 clusters Score -503222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -503222.031250 Penalty: 4123.184082
	Iteration 95Q: 3 clusters Score -503222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -503222.031250 Penalty: 4123.184082
	Iteration 96F: 3 clusters Score -503222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Entering Unmasked Estep 
Score: -5629188.000000 Penalty: 2652.238281
	Iteration 0F: 2 clusters Score -5629188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5599337.500000 Penalty: 5304.476562
	Iteration 0F: 3 clusters Score -5599338 nChanged 20254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5610380.500000 Penalty: 5304.476562
	Iteration 1F: 3 clusters Score -5610380 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5610831.500000 Penalty: 5304.476562
	Iteration 2Q: 3 clusters Score -5610832 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5611194.000000 Penalty: 5304.476562
	Iteration 3Q: 3 clusters Score -5611194 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5611526.000000 Penalty: 5304.476562
	Iteration 4Q: 3 clusters Score -5611526 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5611844.500000 Penalty: 5304.476562
	Iteration 5Q: 3 clusters Score -5611844 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5612252.000000 Penalty: 5304.476562
	Iteration 6Q: 3 clusters Score -5612252 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5612753.500000 Penalty: 5304.476562
	Iteration 7Q: 3 clusters Score -5612754 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5613519.000000 Penalty: 5304.476562
	Iteration 8Q: 3 clusters Score -5613519 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5614618.000000 Penalty: 5304.476562
	Iteration 9Q: 3 clusters Score -5614618 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5616084.000000 Penalty: 5304.476562
	Iteration 10F: 3 clusters Score -5616084 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -5617864.500000 Penalty: 5304.476562
	Iteration 11F: 3 clusters Score -5617864 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5619752.500000 Penalty: 5304.476562
	Iteration 12F: 3 clusters Score -5619752 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5621428.500000 Penalty: 5304.476562
	Iteration 13Q: 3 clusters Score -5621428 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5622786.500000 Penalty: 5304.476562
	Iteration 14Q: 3 clusters Score -5622786 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -5623837.000000 Penalty: 5304.476562
	Iteration 15Q: 3 clusters Score -5623837 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5624695.000000 Penalty: 5304.476562
	Iteration 16Q: 3 clusters Score -5624695 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -5625336.000000 Penalty: 5304.476562
	Iteration 17Q: 3 clusters Score -5625336 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5625762.500000 Penalty: 5304.476562
	Iteration 18Q: 3 clusters Score -5625762 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5626060.000000 Penalty: 5304.476562
	Iteration 19Q: 3 clusters Score -5626060 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5626325.000000 Penalty: 5304.476562
	Iteration 20F: 3 clusters Score -5626325 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5626509.500000 Penalty: 5304.476562
	Iteration 21Q: 3 clusters Score -5626510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5626628.500000 Penalty: 5304.476562
	Iteration 22Q: 3 clusters Score -5626628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5626712.000000 Penalty: 5304.476562
	Iteration 23Q: 3 clusters Score -5626712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -5626760.000000 Penalty: 5304.476562
	Iteration 24Q: 3 clusters Score -5626760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -5626790.500000 Penalty: 5304.476562
	Iteration 25Q: 3 clusters Score -5626790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5626806.500000 Penalty: 5304.476562
	Iteration 26Q: 3 clusters Score -5626806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -5626832.500000 Penalty: 5304.476562
	Iteration 27Q: 3 clusters Score -5626832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5626830.500000 Penalty: 5304.476562
	Iteration 28Q: 3 clusters Score -5626830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5626847.500000 Penalty: 5304.476562
	Iteration 29Q: 3 clusters Score -5626848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5626868.000000 Penalty: 5304.476562
	Iteration 30Q: 3 clusters Score -5626868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5626871.000000 Penalty: 5304.476562
	Iteration 31Q: 3 clusters Score -5626871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5626881.000000 Penalty: 5304.476562
	Iteration 32Q: 3 clusters Score -5626881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5626896.500000 Penalty: 5304.476562
	Iteration 33Q: 3 clusters Score -5626896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5626894.000000 Penalty: 5304.476562
	Iteration 34Q: 3 clusters Score -5626894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5626911.000000 Penalty: 5304.476562
	Iteration 35Q: 3 clusters Score -5626911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -5626912.500000 Penalty: 5304.476562
	Iteration 36Q: 3 clusters Score -5626912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5626923.000000 Penalty: 5304.476562
	Iteration 37Q: 3 clusters Score -5626923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5626930.000000 Penalty: 5304.476562
	Iteration 38Q: 3 clusters Score -5626930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5626935.500000 Penalty: 5304.476562
	Iteration 39Q: 3 clusters Score -5626936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5626940.000000 Penalty: 5304.476562
	Iteration 40F: 3 clusters Score -5626940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5626939.500000 Penalty: 5304.476562
	Iteration 41Q: 3 clusters Score -5626940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5626949.500000 Penalty: 5304.476562
	Iteration 42Q: 3 clusters Score -5626950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5626955.000000 Penalty: 5304.476562
	Iteration 43Q: 3 clusters Score -5626955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5626956.000000 Penalty: 5304.476562
	Iteration 44Q: 3 clusters Score -5626956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5626952.000000 Penalty: 5304.476562
	Iteration 45Q: 3 clusters Score -5626952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5626959.000000 Penalty: 5304.476562
	Iteration 46Q: 3 clusters Score -5626959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5626960.000000 Penalty: 5304.476562
	Iteration 47Q: 3 clusters Score -5626960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5626967.500000 Penalty: 5304.476562
	Iteration 48Q: 3 clusters Score -5626968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5626967.500000 Penalty: 5304.476562
	Iteration 49F: 3 clusters Score -5626968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -2229531.250000 Penalty: 2452.178223
	Iteration 0F: 2 clusters Score -2229531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2215629.250000 Penalty: 4904.356445
	Iteration 0F: 3 clusters Score -2215629 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2220332.250000 Penalty: 4904.356445
	Iteration 1F: 3 clusters Score -2220332 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2220828.250000 Penalty: 4904.356445
	Iteration 2F: 3 clusters Score -2220828 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2221279.000000 Penalty: 4904.356445
	Iteration 3F: 3 clusters Score -2221279 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2221696.500000 Penalty: 4904.356445
	Iteration 4Q: 3 clusters Score -2221696 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2222078.750000 Penalty: 4904.356445
	Iteration 5Q: 3 clusters Score -2222079 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2222460.500000 Penalty: 4904.356445
	Iteration 6Q: 3 clusters Score -2222460 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2222879.250000 Penalty: 4904.356445
	Iteration 7Q: 3 clusters Score -2222879 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2223259.750000 Penalty: 4904.356445
	Iteration 8Q: 3 clusters Score -2223260 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2223618.500000 Penalty: 4904.356445
	Iteration 9Q: 3 clusters Score -2223618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2224001.500000 Penalty: 4904.356445
	Iteration 10Q: 3 clusters Score -2224002 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2224357.000000 Penalty: 4904.356445
	Iteration 11Q: 3 clusters Score -2224357 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2224693.250000 Penalty: 4904.356445
	Iteration 12Q: 3 clusters Score -2224693 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2225010.750000 Penalty: 4904.356445
	Iteration 13Q: 3 clusters Score -2225011 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2225315.500000 Penalty: 4904.356445
	Iteration 14Q: 3 clusters Score -2225316 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2225642.000000 Penalty: 4904.356445
	Iteration 15Q: 3 clusters Score -2225642 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2225932.000000 Penalty: 4904.356445
	Iteration 16Q: 3 clusters Score -2225932 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2226146.000000 Penalty: 4904.356445
	Iteration 17Q: 3 clusters Score -2226146 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2226311.750000 Penalty: 4904.356445
	Iteration 18Q: 3 clusters Score -2226312 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2226463.250000 Penalty: 4904.356445
	Iteration 19Q: 3 clusters Score -2226463 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2226579.000000 Penalty: 4904.356445
	Iteration 20F: 3 clusters Score -2226579 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2226702.750000 Penalty: 4904.356445
	Iteration 21Q: 3 clusters Score -2226703 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2226813.750000 Penalty: 4904.356445
	Iteration 22Q: 3 clusters Score -2226814 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2226928.000000 Penalty: 4904.356445
	Iteration 23Q: 3 clusters Score -2226928 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2227025.250000 Penalty: 4904.356445
	Iteration 24Q: 3 clusters Score -2227025 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2227088.000000 Penalty: 4904.356445
	Iteration 25Q: 3 clusters Score -2227088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2227148.500000 Penalty: 4904.356445
	Iteration 26Q: 3 clusters Score -2227148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2227209.000000 Penalty: 4904.356445
	Iteration 27Q: 3 clusters Score -2227209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2227235.750000 Penalty: 4904.356445
	Iteration 28Q: 3 clusters Score -2227236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2227277.500000 Penalty: 4904.356445
	Iteration 29Q: 3 clusters Score -2227278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2227294.500000 Penalty: 4904.356445
	Iteration 30Q: 3 clusters Score -2227294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2227307.500000 Penalty: 4904.356445
	Iteration 31Q: 3 clusters Score -2227308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2227317.750000 Penalty: 4904.356445
	Iteration 32Q: 3 clusters Score -2227318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2227336.500000 Penalty: 4904.356445
	Iteration 33Q: 3 clusters Score -2227336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2227338.000000 Penalty: 4904.356445
	Iteration 34Q: 3 clusters Score -2227338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2227356.750000 Penalty: 4904.356445
	Iteration 35Q: 3 clusters Score -2227357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2227366.000000 Penalty: 4904.356445
	Iteration 36Q: 3 clusters Score -2227366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2227383.250000 Penalty: 4904.356445
	Iteration 37Q: 3 clusters Score -2227383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2227389.500000 Penalty: 4904.356445
	Iteration 38Q: 3 clusters Score -2227390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2227391.250000 Penalty: 4904.356445
	Iteration 39Q: 3 clusters Score -2227391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2227405.000000 Penalty: 4904.356445
	Iteration 40F: 3 clusters Score -2227405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2227413.000000 Penalty: 4904.356445
	Iteration 41Q: 3 clusters Score -2227413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2227418.250000 Penalty: 4904.356445
	Iteration 42Q: 3 clusters Score -2227418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2227431.000000 Penalty: 4904.356445
	Iteration 43Q: 3 clusters Score -2227431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2227438.000000 Penalty: 4904.356445
	Iteration 44Q: 3 clusters Score -2227438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2227445.000000 Penalty: 4904.356445
	Iteration 45Q: 3 clusters Score -2227445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2227450.750000 Penalty: 4904.356445
	Iteration 46Q: 3 clusters Score -2227451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2227449.750000 Penalty: 4904.356445
	Iteration 47Q: 3 clusters Score -2227450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2227456.750000 Penalty: 4904.356445
	Iteration 48Q: 3 clusters Score -2227457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2227457.750000 Penalty: 4904.356445
	Iteration 49Q: 3 clusters Score -2227458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2227458.500000 Penalty: 4904.356445
	Iteration 50Q: 3 clusters Score -2227458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2227459.500000 Penalty: 4904.356445
	Iteration 51Q: 3 clusters Score -2227460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2227461.500000 Penalty: 4904.356445
	Iteration 52Q: 3 clusters Score -2227462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2227461.500000 Penalty: 4904.356445
	Iteration 53F: 3 clusters Score -2227462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Entering Unmasked Estep 
Score: -3192340.750000 Penalty: 2502.095703
	Iteration 0F: 2 clusters Score -3192341 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 12043 members 
Entering Unmasked Estep 
Score: -3175521.750000 Penalty: 5004.191406
	Iteration 0F: 3 clusters Score -3175522 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3181235.750000 Penalty: 5004.191406
	Iteration 1F: 3 clusters Score -3181236 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3181688.000000 Penalty: 5004.191406
	Iteration 2F: 3 clusters Score -3181688 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3182083.500000 Penalty: 5004.191406
	Iteration 3Q: 3 clusters Score -3182084 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3182476.000000 Penalty: 5004.191406
	Iteration 4Q: 3 clusters Score -3182476 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3182882.000000 Penalty: 5004.191406
	Iteration 5Q: 3 clusters Score -3182882 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3183348.750000 Penalty: 5004.191406
	Iteration 6Q: 3 clusters Score -3183349 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3183933.750000 Penalty: 5004.191406
	Iteration 7Q: 3 clusters Score -3183934 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3184723.750000 Penalty: 5004.191406
	Iteration 8F: 3 clusters Score -3184724 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3185714.500000 Penalty: 5004.191406
	Iteration 9F: 3 clusters Score -3185714 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3186839.000000 Penalty: 5004.191406
	Iteration 10F: 3 clusters Score -3186839 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3187818.500000 Penalty: 5004.191406
	Iteration 11F: 3 clusters Score -3187818 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3188341.250000 Penalty: 5004.191406
	Iteration 12Q: 3 clusters Score -3188341 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3188575.500000 Penalty: 5004.191406
	Iteration 13Q: 3 clusters Score -3188576 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3188706.500000 Penalty: 5004.191406
	Iteration 14Q: 3 clusters Score -3188706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3188801.750000 Penalty: 5004.191406
	Iteration 15Q: 3 clusters Score -3188802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3188887.750000 Penalty: 5004.191406
	Iteration 16Q: 3 clusters Score -3188888 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3188949.750000 Penalty: 5004.191406
	Iteration 17Q: 3 clusters Score -3188950 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3189000.500000 Penalty: 5004.191406
	Iteration 18Q: 3 clusters Score -3189000 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3189043.250000 Penalty: 5004.191406
	Iteration 19Q: 3 clusters Score -3189043 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3189096.000000 Penalty: 5004.191406
	Iteration 20F: 3 clusters Score -3189096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3189141.750000 Penalty: 5004.191406
	Iteration 21Q: 3 clusters Score -3189142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3189191.000000 Penalty: 5004.191406
	Iteration 22Q: 3 clusters Score -3189191 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3189235.250000 Penalty: 5004.191406
	Iteration 23Q: 3 clusters Score -3189235 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3189285.250000 Penalty: 5004.191406
	Iteration 24Q: 3 clusters Score -3189285 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3189325.750000 Penalty: 5004.191406
	Iteration 25Q: 3 clusters Score -3189326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3189362.750000 Penalty: 5004.191406
	Iteration 26Q: 3 clusters Score -3189363 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3189415.500000 Penalty: 5004.191406
	Iteration 27Q: 3 clusters Score -3189416 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3189464.250000 Penalty: 5004.191406
	Iteration 28Q: 3 clusters Score -3189464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3189514.000000 Penalty: 5004.191406
	Iteration 29Q: 3 clusters Score -3189514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3189540.250000 Penalty: 5004.191406
	Iteration 30Q: 3 clusters Score -3189540 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3189585.250000 Penalty: 5004.191406
	Iteration 31Q: 3 clusters Score -3189585 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3189626.000000 Penalty: 5004.191406
	Iteration 32Q: 3 clusters Score -3189626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3189651.000000 Penalty: 5004.191406
	Iteration 33Q: 3 clusters Score -3189651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3189688.750000 Penalty: 5004.191406
	Iteration 34Q: 3 clusters Score -3189689 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3189719.500000 Penalty: 5004.191406
	Iteration 35Q: 3 clusters Score -3189720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3189749.000000 Penalty: 5004.191406
	Iteration 36Q: 3 clusters Score -3189749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3189770.750000 Penalty: 5004.191406
	Iteration 37Q: 3 clusters Score -3189771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3189790.000000 Penalty: 5004.191406
	Iteration 38Q: 3 clusters Score -3189790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3189811.500000 Penalty: 5004.191406
	Iteration 39Q: 3 clusters Score -3189812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3189818.750000 Penalty: 5004.191406
	Iteration 40F: 3 clusters Score -3189819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3189832.250000 Penalty: 5004.191406
	Iteration 41Q: 3 clusters Score -3189832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3189846.250000 Penalty: 5004.191406
	Iteration 42Q: 3 clusters Score -3189846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3189866.250000 Penalty: 5004.191406
	Iteration 43Q: 3 clusters Score -3189866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3189882.250000 Penalty: 5004.191406
	Iteration 44Q: 3 clusters Score -3189882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3189886.250000 Penalty: 5004.191406
	Iteration 45Q: 3 clusters Score -3189886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3189896.000000 Penalty: 5004.191406
	Iteration 46Q: 3 clusters Score -3189896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3189905.000000 Penalty: 5004.191406
	Iteration 47Q: 3 clusters Score -3189905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3189925.500000 Penalty: 5004.191406
	Iteration 48Q: 3 clusters Score -3189926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3189933.500000 Penalty: 5004.191406
	Iteration 49Q: 3 clusters Score -3189934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3189945.250000 Penalty: 5004.191406
	Iteration 50Q: 3 clusters Score -3189945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3189957.250000 Penalty: 5004.191406
	Iteration 51Q: 3 clusters Score -3189957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3189962.750000 Penalty: 5004.191406
	Iteration 52Q: 3 clusters Score -3189963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3189967.000000 Penalty: 5004.191406
	Iteration 53Q: 3 clusters Score -3189967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3189972.500000 Penalty: 5004.191406
	Iteration 54Q: 3 clusters Score -3189972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3189976.000000 Penalty: 5004.191406
	Iteration 55Q: 3 clusters Score -3189976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3189982.000000 Penalty: 5004.191406
	Iteration 56Q: 3 clusters Score -3189982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3189983.000000 Penalty: 5004.191406
	Iteration 57Q: 3 clusters Score -3189983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3189982.750000 Penalty: 5004.191406
	Iteration 58Q: 3 clusters Score -3189983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3189982.000000 Penalty: 5004.191406
	Iteration 59Q: 3 clusters Score -3189982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3189988.500000 Penalty: 5004.191406
	Iteration 60F: 3 clusters Score -3189988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3189985.250000 Penalty: 5004.191406
	Iteration 61Q: 3 clusters Score -3189985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3189990.250000 Penalty: 5004.191406
	Iteration 62Q: 3 clusters Score -3189990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3189994.000000 Penalty: 5004.191406
	Iteration 63Q: 3 clusters Score -3189994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3189995.250000 Penalty: 5004.191406
	Iteration 64Q: 3 clusters Score -3189995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3189994.750000 Penalty: 5004.191406
	Iteration 65Q: 3 clusters Score -3189995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3190002.750000 Penalty: 5004.191406
	Iteration 66Q: 3 clusters Score -3190003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3189995.750000 Penalty: 5004.191406
	Iteration 67Q: 3 clusters Score -3189996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3189997.750000 Penalty: 5004.191406
	Iteration 68Q: 3 clusters Score -3189998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3189996.250000 Penalty: 5004.191406
	Iteration 69Q: 3 clusters Score -3189996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3189993.750000 Penalty: 5004.191406
	Iteration 70Q: 3 clusters Score -3189994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3189995.250000 Penalty: 5004.191406
	Iteration 71Q: 3 clusters Score -3189995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3189997.250000 Penalty: 5004.191406
	Iteration 72Q: 3 clusters Score -3189997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3189999.250000 Penalty: 5004.191406
	Iteration 73Q: 3 clusters Score -3189999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3189995.500000 Penalty: 5004.191406
	Iteration 74Q: 3 clusters Score -3189996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3189999.500000 Penalty: 5004.191406
	Iteration 75Q: 3 clusters Score -3190000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3190003.000000 Penalty: 5004.191406
	Iteration 76Q: 3 clusters Score -3190003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3190000.750000 Penalty: 5004.191406
	Iteration 77Q: 3 clusters Score -3190001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3190002.500000 Penalty: 5004.191406
	Iteration 78Q: 3 clusters Score -3190002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3189998.750000 Penalty: 5004.191406
	Iteration 79Q: 3 clusters Score -3189999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3190009.750000 Penalty: 5004.191406
	Iteration 80F: 3 clusters Score -3190010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3190009.500000 Penalty: 5004.191406
	Iteration 81Q: 3 clusters Score -3190010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3190011.000000 Penalty: 5004.191406
	Iteration 82Q: 3 clusters Score -3190011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3190013.250000 Penalty: 5004.191406
	Iteration 83Q: 3 clusters Score -3190013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3190013.500000 Penalty: 5004.191406
	Iteration 84Q: 3 clusters Score -3190014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3190016.750000 Penalty: 5004.191406
	Iteration 85Q: 3 clusters Score -3190017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3190016.000000 Penalty: 5004.191406
	Iteration 86Q: 3 clusters Score -3190016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3190030.250000 Penalty: 5004.191406
	Iteration 87Q: 3 clusters Score -3190030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3190030.000000 Penalty: 5004.191406
	Iteration 88Q: 3 clusters Score -3190030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3190029.750000 Penalty: 5004.191406
	Iteration 89Q: 3 clusters Score -3190030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3190029.000000 Penalty: 5004.191406
	Iteration 90Q: 3 clusters Score -3190029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3190028.250000 Penalty: 5004.191406
	Iteration 91Q: 3 clusters Score -3190028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3190034.250000 Penalty: 5004.191406
	Iteration 92Q: 3 clusters Score -3190034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3190036.500000 Penalty: 5004.191406
	Iteration 93Q: 3 clusters Score -3190036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3190043.250000 Penalty: 5004.191406
	Iteration 94Q: 3 clusters Score -3190043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3190047.500000 Penalty: 5004.191406
	Iteration 95Q: 3 clusters Score -3190048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3190044.000000 Penalty: 5004.191406
	Iteration 96Q: 3 clusters Score -3190044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3190044.000000 Penalty: 5004.191406
	Iteration 97Q: 3 clusters Score -3190044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3190048.000000 Penalty: 5004.191406
	Iteration 98Q: 3 clusters Score -3190048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3190047.750000 Penalty: 5004.191406
	Iteration 99Q: 3 clusters Score -3190048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3190047.500000 Penalty: 5004.191406
	Iteration 100F: 3 clusters Score -3190048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3190046.250000 Penalty: 5004.191406
	Iteration 101Q: 3 clusters Score -3190046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3190046.500000 Penalty: 5004.191406
	Iteration 102Q: 3 clusters Score -3190046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3190046.500000 Penalty: 5004.191406
	Iteration 103F: 3 clusters Score -3190046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Entering Unmasked Estep 
Score: -1356967.875000 Penalty: 2311.338135
	Iteration 0F: 2 clusters Score -1356968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1348474.000000 Penalty: 4622.676270
	Iteration 0F: 3 clusters Score -1348474 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1351132.625000 Penalty: 4622.676270
	Iteration 1F: 3 clusters Score -1351133 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1351586.625000 Penalty: 4622.676270
	Iteration 2F: 3 clusters Score -1351587 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1352042.000000 Penalty: 4622.676270
	Iteration 3F: 3 clusters Score -1352042 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1352462.250000 Penalty: 4622.676270
	Iteration 4F: 3 clusters Score -1352462 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1352881.000000 Penalty: 4622.676270
	Iteration 5F: 3 clusters Score -1352881 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1353194.625000 Penalty: 4622.676270
	Iteration 6Q: 3 clusters Score -1353195 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1353427.875000 Penalty: 4622.676270
	Iteration 7Q: 3 clusters Score -1353428 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1353620.000000 Penalty: 4622.676270
	Iteration 8Q: 3 clusters Score -1353620 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1353747.750000 Penalty: 4622.676270
	Iteration 9Q: 3 clusters Score -1353748 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1353823.250000 Penalty: 4622.676270
	Iteration 10Q: 3 clusters Score -1353823 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1353885.750000 Penalty: 4622.676270
	Iteration 11Q: 3 clusters Score -1353886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1353935.500000 Penalty: 4622.676270
	Iteration 12Q: 3 clusters Score -1353936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1353973.750000 Penalty: 4622.676270
	Iteration 13Q: 3 clusters Score -1353974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1354008.875000 Penalty: 4622.676270
	Iteration 14Q: 3 clusters Score -1354009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1354032.875000 Penalty: 4622.676270
	Iteration 15Q: 3 clusters Score -1354033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1354053.875000 Penalty: 4622.676270
	Iteration 16Q: 3 clusters Score -1354054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1354064.750000 Penalty: 4622.676270
	Iteration 17Q: 3 clusters Score -1354065 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1354076.625000 Penalty: 4622.676270
	Iteration 18Q: 3 clusters Score -1354077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1354084.750000 Penalty: 4622.676270
	Iteration 19Q: 3 clusters Score -1354085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1354090.875000 Penalty: 4622.676270
	Iteration 20F: 3 clusters Score -1354091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1354099.875000 Penalty: 4622.676270
	Iteration 21Q: 3 clusters Score -1354100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1354104.625000 Penalty: 4622.676270
	Iteration 22Q: 3 clusters Score -1354105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1354109.750000 Penalty: 4622.676270
	Iteration 23Q: 3 clusters Score -1354110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1354109.250000 Penalty: 4622.676270
	Iteration 24Q: 3 clusters Score -1354109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1354115.375000 Penalty: 4622.676270
	Iteration 25Q: 3 clusters Score -1354115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1354119.750000 Penalty: 4622.676270
	Iteration 26Q: 3 clusters Score -1354120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1354125.125000 Penalty: 4622.676270
	Iteration 27Q: 3 clusters Score -1354125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1354132.125000 Penalty: 4622.676270
	Iteration 28Q: 3 clusters Score -1354132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1354129.375000 Penalty: 4622.676270
	Iteration 29Q: 3 clusters Score -1354129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1354129.750000 Penalty: 4622.676270
	Iteration 30Q: 3 clusters Score -1354130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1354132.625000 Penalty: 4622.676270
	Iteration 31Q: 3 clusters Score -1354133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1354139.750000 Penalty: 4622.676270
	Iteration 32Q: 3 clusters Score -1354140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1354137.000000 Penalty: 4622.676270
	Iteration 33Q: 3 clusters Score -1354137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1354139.125000 Penalty: 4622.676270
	Iteration 34Q: 3 clusters Score -1354139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1354142.750000 Penalty: 4622.676270
	Iteration 35Q: 3 clusters Score -1354143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1354144.875000 Penalty: 4622.676270
	Iteration 36Q: 3 clusters Score -1354145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1354145.250000 Penalty: 4622.676270
	Iteration 37Q: 3 clusters Score -1354145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1354144.250000 Penalty: 4622.676270
	Iteration 38Q: 3 clusters Score -1354144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1354145.250000 Penalty: 4622.676270
	Iteration 39Q: 3 clusters Score -1354145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1354150.125000 Penalty: 4622.676270
	Iteration 40F: 3 clusters Score -1354150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1354151.000000 Penalty: 4622.676270
	Iteration 41Q: 3 clusters Score -1354151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1354148.875000 Penalty: 4622.676270
	Iteration 42Q: 3 clusters Score -1354149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1354150.250000 Penalty: 4622.676270
	Iteration 43Q: 3 clusters Score -1354150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1354149.125000 Penalty: 4622.676270
	Iteration 44Q: 3 clusters Score -1354149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1354151.000000 Penalty: 4622.676270
	Iteration 45Q: 3 clusters Score -1354151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1354151.000000 Penalty: 4622.676270
	Iteration 46F: 3 clusters Score -1354151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1458630.625000 Penalty: 2317.571533
	Iteration 0F: 2 clusters Score -1458631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1450051.625000 Penalty: 4635.143066
	Iteration 0F: 3 clusters Score -1450052 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1452552.875000 Penalty: 4635.143066
	Iteration 1F: 3 clusters Score -1452553 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1452901.375000 Penalty: 4635.143066
	Iteration 2F: 3 clusters Score -1452901 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1453177.500000 Penalty: 4635.143066
	Iteration 3F: 3 clusters Score -1453178 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1453412.875000 Penalty: 4635.143066
	Iteration 4Q: 3 clusters Score -1453413 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1453600.375000 Penalty: 4635.143066
	Iteration 5Q: 3 clusters Score -1453600 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1453770.250000 Penalty: 4635.143066
	Iteration 6Q: 3 clusters Score -1453770 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1453945.375000 Penalty: 4635.143066
	Iteration 7Q: 3 clusters Score -1453945 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1454153.000000 Penalty: 4635.143066
	Iteration 8Q: 3 clusters Score -1454153 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1454410.125000 Penalty: 4635.143066
	Iteration 9Q: 3 clusters Score -1454410 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1454717.250000 Penalty: 4635.143066
	Iteration 10Q: 3 clusters Score -1454717 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1455051.875000 Penalty: 4635.143066
	Iteration 11Q: 3 clusters Score -1455052 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1455355.750000 Penalty: 4635.143066
	Iteration 12Q: 3 clusters Score -1455356 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1455710.750000 Penalty: 4635.143066
	Iteration 13Q: 3 clusters Score -1455711 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1456144.875000 Penalty: 4635.143066
	Iteration 14Q: 3 clusters Score -1456145 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1456664.875000 Penalty: 4635.143066
	Iteration 15Q: 3 clusters Score -1456665 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1457286.125000 Penalty: 4635.143066
	Iteration 16Q: 3 clusters Score -1457286 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1457744.125000 Penalty: 4635.143066
	Iteration 17Q: 3 clusters Score -1457744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1457985.375000 Penalty: 4635.143066
	Iteration 18Q: 3 clusters Score -1457985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1458125.625000 Penalty: 4635.143066
	Iteration 19Q: 3 clusters Score -1458126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1458270.750000 Penalty: 4635.143066
	Iteration 20F: 3 clusters Score -1458271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1458338.125000 Penalty: 4635.143066
	Iteration 21Q: 3 clusters Score -1458338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1458354.875000 Penalty: 4635.143066
	Iteration 22Q: 3 clusters Score -1458355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1458363.375000 Penalty: 4635.143066
	Iteration 23Q: 3 clusters Score -1458363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1458368.875000 Penalty: 4635.143066
	Iteration 24Q: 3 clusters Score -1458369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1458367.500000 Penalty: 4635.143066
	Iteration 25Q: 3 clusters Score -1458368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1458367.750000 Penalty: 4635.143066
	Iteration 26Q: 3 clusters Score -1458368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1458367.750000 Penalty: 4635.143066
	Iteration 27F: 3 clusters Score -1458368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -319875.937500 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -319875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -316769.687500 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -316769.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317377.437500 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -317377.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -317583.968750 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -317584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -317691.000000 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -317691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -317770.843750 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -317770.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -317840.031250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -317840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -317889.312500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -317889.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -317949.593750 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -317949.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318007.375000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -318007.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318076.062500 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -318076.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318147.031250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -318147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -318215.375000 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -318215.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318289.687500 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -318289.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318333.250000 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -318333.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -318384.718750 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -318384.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -318450.562500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -318450.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318515.468750 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -318515.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -318568.656250 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -318568.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -318607.000000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -318607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318641.000000 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -318641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -318664.937500 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -318664.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -318682.531250 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -318682.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -318695.000000 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -318695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -318705.375000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -318705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -318711.156250 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -318711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318716.437500 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -318716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318719.968750 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -318720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318724.218750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -318724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318726.687500 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -318726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318727.750000 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -318727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -318728.343750 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -318728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -318729.250000 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -318729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318730.156250 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -318730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -318730.812500 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -318730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -318731.250000 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -318731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -318731.250000 Penalty: 3927.820312
	Iteration 35F: 3 clusters Score -318731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Entering Unmasked Estep 
Score: -4365425.000000 Penalty: 2606.983398
	Iteration 0F: 2 clusters Score -4365425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4340492.500000 Penalty: 5213.966797
	Iteration 0F: 3 clusters Score -4340492 nChanged 16796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4349864.000000 Penalty: 5213.966797
	Iteration 1F: 3 clusters Score -4349864 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4350560.500000 Penalty: 5213.966797
	Iteration 2F: 3 clusters Score -4350560 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4351292.000000 Penalty: 5213.966797
	Iteration 3Q: 3 clusters Score -4351292 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4352220.000000 Penalty: 5213.966797
	Iteration 4Q: 3 clusters Score -4352220 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4353312.000000 Penalty: 5213.966797
	Iteration 5F: 3 clusters Score -4353312 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4354581.500000 Penalty: 5213.966797
	Iteration 6F: 3 clusters Score -4354582 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4356001.500000 Penalty: 5213.966797
	Iteration 7F: 3 clusters Score -4356002 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4357449.500000 Penalty: 5213.966797
	Iteration 8F: 3 clusters Score -4357450 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4358701.500000 Penalty: 5213.966797
	Iteration 9Q: 3 clusters Score -4358702 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4359717.000000 Penalty: 5213.966797
	Iteration 10Q: 3 clusters Score -4359717 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4360504.000000 Penalty: 5213.966797
	Iteration 11Q: 3 clusters Score -4360504 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4361053.000000 Penalty: 5213.966797
	Iteration 12Q: 3 clusters Score -4361053 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4361444.500000 Penalty: 5213.966797
	Iteration 13Q: 3 clusters Score -4361444 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4361685.000000 Penalty: 5213.966797
	Iteration 14Q: 3 clusters Score -4361685 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4361872.000000 Penalty: 5213.966797
	Iteration 15Q: 3 clusters Score -4361872 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4362036.500000 Penalty: 5213.966797
	Iteration 16Q: 3 clusters Score -4362036 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4362125.500000 Penalty: 5213.966797
	Iteration 17Q: 3 clusters Score -4362126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4362204.500000 Penalty: 5213.966797
	Iteration 18Q: 3 clusters Score -4362204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4362298.000000 Penalty: 5213.966797
	Iteration 19Q: 3 clusters Score -4362298 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4362402.000000 Penalty: 5213.966797
	Iteration 20F: 3 clusters Score -4362402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4362482.000000 Penalty: 5213.966797
	Iteration 21Q: 3 clusters Score -4362482 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4362563.000000 Penalty: 5213.966797
	Iteration 22Q: 3 clusters Score -4362563 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4362604.000000 Penalty: 5213.966797
	Iteration 23Q: 3 clusters Score -4362604 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4362683.000000 Penalty: 5213.966797
	Iteration 24Q: 3 clusters Score -4362683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4362782.500000 Penalty: 5213.966797
	Iteration 25Q: 3 clusters Score -4362782 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4362861.500000 Penalty: 5213.966797
	Iteration 26Q: 3 clusters Score -4362862 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4362942.000000 Penalty: 5213.966797
	Iteration 27Q: 3 clusters Score -4362942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4363022.500000 Penalty: 5213.966797
	Iteration 28Q: 3 clusters Score -4363022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4363096.000000 Penalty: 5213.966797
	Iteration 29Q: 3 clusters Score -4363096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4363148.000000 Penalty: 5213.966797
	Iteration 30Q: 3 clusters Score -4363148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4363220.500000 Penalty: 5213.966797
	Iteration 31Q: 3 clusters Score -4363220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4363278.000000 Penalty: 5213.966797
	Iteration 32Q: 3 clusters Score -4363278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4363321.000000 Penalty: 5213.966797
	Iteration 33Q: 3 clusters Score -4363321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4363362.000000 Penalty: 5213.966797
	Iteration 34Q: 3 clusters Score -4363362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4363387.000000 Penalty: 5213.966797
	Iteration 35Q: 3 clusters Score -4363387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4363404.500000 Penalty: 5213.966797
	Iteration 36Q: 3 clusters Score -4363404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4363420.000000 Penalty: 5213.966797
	Iteration 37Q: 3 clusters Score -4363420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4363449.500000 Penalty: 5213.966797
	Iteration 38Q: 3 clusters Score -4363450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4363474.000000 Penalty: 5213.966797
	Iteration 39Q: 3 clusters Score -4363474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4363498.500000 Penalty: 5213.966797
	Iteration 40F: 3 clusters Score -4363498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4363518.500000 Penalty: 5213.966797
	Iteration 41Q: 3 clusters Score -4363518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4363528.500000 Penalty: 5213.966797
	Iteration 42Q: 3 clusters Score -4363528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4363538.500000 Penalty: 5213.966797
	Iteration 43Q: 3 clusters Score -4363538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4363559.500000 Penalty: 5213.966797
	Iteration 44Q: 3 clusters Score -4363560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4363556.500000 Penalty: 5213.966797
	Iteration 45Q: 3 clusters Score -4363556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4363568.000000 Penalty: 5213.966797
	Iteration 46Q: 3 clusters Score -4363568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4363578.500000 Penalty: 5213.966797
	Iteration 47Q: 3 clusters Score -4363578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4363588.500000 Penalty: 5213.966797
	Iteration 48Q: 3 clusters Score -4363588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4363588.000000 Penalty: 5213.966797
	Iteration 49Q: 3 clusters Score -4363588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4363606.000000 Penalty: 5213.966797
	Iteration 50Q: 3 clusters Score -4363606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4363612.500000 Penalty: 5213.966797
	Iteration 51Q: 3 clusters Score -4363612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4363622.500000 Penalty: 5213.966797
	Iteration 52Q: 3 clusters Score -4363622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4363629.000000 Penalty: 5213.966797
	Iteration 53Q: 3 clusters Score -4363629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4363629.000000 Penalty: 5213.966797
	Iteration 54Q: 3 clusters Score -4363629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4363638.000000 Penalty: 5213.966797
	Iteration 55Q: 3 clusters Score -4363638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4363643.000000 Penalty: 5213.966797
	Iteration 56Q: 3 clusters Score -4363643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4363640.000000 Penalty: 5213.966797
	Iteration 57Q: 3 clusters Score -4363640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4363656.500000 Penalty: 5213.966797
	Iteration 58Q: 3 clusters Score -4363656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4363658.500000 Penalty: 5213.966797
	Iteration 59Q: 3 clusters Score -4363658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4363659.000000 Penalty: 5213.966797
	Iteration 60F: 3 clusters Score -4363659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4363665.500000 Penalty: 5213.966797
	Iteration 61Q: 3 clusters Score -4363666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4363668.000000 Penalty: 5213.966797
	Iteration 62Q: 3 clusters Score -4363668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4363668.000000 Penalty: 5213.966797
	Iteration 63Q: 3 clusters Score -4363668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4363674.000000 Penalty: 5213.966797
	Iteration 64Q: 3 clusters Score -4363674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4363676.500000 Penalty: 5213.966797
	Iteration 65Q: 3 clusters Score -4363676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4363683.000000 Penalty: 5213.966797
	Iteration 66Q: 3 clusters Score -4363683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4363692.000000 Penalty: 5213.966797
	Iteration 67Q: 3 clusters Score -4363692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4363691.000000 Penalty: 5213.966797
	Iteration 68Q: 3 clusters Score -4363691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4363696.000000 Penalty: 5213.966797
	Iteration 69Q: 3 clusters Score -4363696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4363699.000000 Penalty: 5213.966797
	Iteration 70Q: 3 clusters Score -4363699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4363699.000000 Penalty: 5213.966797
	Iteration 71Q: 3 clusters Score -4363699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4363706.500000 Penalty: 5213.966797
	Iteration 72Q: 3 clusters Score -4363706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4363706.000000 Penalty: 5213.966797
	Iteration 73Q: 3 clusters Score -4363706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4363708.000000 Penalty: 5213.966797
	Iteration 74Q: 3 clusters Score -4363708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4363708.500000 Penalty: 5213.966797
	Iteration 75Q: 3 clusters Score -4363708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4363714.500000 Penalty: 5213.966797
	Iteration 76Q: 3 clusters Score -4363714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4363712.000000 Penalty: 5213.966797
	Iteration 77Q: 3 clusters Score -4363712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4363713.500000 Penalty: 5213.966797
	Iteration 78Q: 3 clusters Score -4363714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4363717.000000 Penalty: 5213.966797
	Iteration 79Q: 3 clusters Score -4363717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4363725.000000 Penalty: 5213.966797
	Iteration 80F: 3 clusters Score -4363725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4363724.500000 Penalty: 5213.966797
	Iteration 81Q: 3 clusters Score -4363724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4363733.500000 Penalty: 5213.966797
	Iteration 82Q: 3 clusters Score -4363734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4363731.000000 Penalty: 5213.966797
	Iteration 83Q: 3 clusters Score -4363731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4363729.500000 Penalty: 5213.966797
	Iteration 84Q: 3 clusters Score -4363730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4363730.000000 Penalty: 5213.966797
	Iteration 85Q: 3 clusters Score -4363730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4363733.500000 Penalty: 5213.966797
	Iteration 86Q: 3 clusters Score -4363734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4363736.500000 Penalty: 5213.966797
	Iteration 87Q: 3 clusters Score -4363736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4363736.500000 Penalty: 5213.966797
	Iteration 88F: 3 clusters Score -4363736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Entering Unmasked Estep 
Score: -6317125.500000 Penalty: 2673.697266
	Iteration 0F: 2 clusters Score -6317126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -6284630.000000 Penalty: 5347.394531
	Iteration 0F: 3 clusters Score -6284630 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6296976.500000 Penalty: 5347.394531
	Iteration 1F: 3 clusters Score -6296976 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6297537.500000 Penalty: 5347.394531
	Iteration 2Q: 3 clusters Score -6297538 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -6298006.500000 Penalty: 5347.394531
	Iteration 3Q: 3 clusters Score -6298006 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -6298491.000000 Penalty: 5347.394531
	Iteration 4Q: 3 clusters Score -6298491 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6298976.000000 Penalty: 5347.394531
	Iteration 5Q: 3 clusters Score -6298976 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6299534.000000 Penalty: 5347.394531
	Iteration 6Q: 3 clusters Score -6299534 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6300210.000000 Penalty: 5347.394531
	Iteration 7Q: 3 clusters Score -6300210 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6301156.500000 Penalty: 5347.394531
	Iteration 8Q: 3 clusters Score -6301156 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -6302284.000000 Penalty: 5347.394531
	Iteration 9Q: 3 clusters Score -6302284 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6303645.500000 Penalty: 5347.394531
	Iteration 10F: 3 clusters Score -6303646 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6305075.500000 Penalty: 5347.394531
	Iteration 11F: 3 clusters Score -6305076 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6306442.000000 Penalty: 5347.394531
	Iteration 12Q: 3 clusters Score -6306442 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6307605.000000 Penalty: 5347.394531
	Iteration 13Q: 3 clusters Score -6307605 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -6308424.000000 Penalty: 5347.394531
	Iteration 14Q: 3 clusters Score -6308424 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6308921.500000 Penalty: 5347.394531
	Iteration 15Q: 3 clusters Score -6308922 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6309248.000000 Penalty: 5347.394531
	Iteration 16Q: 3 clusters Score -6309248 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -6309531.500000 Penalty: 5347.394531
	Iteration 17Q: 3 clusters Score -6309532 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -6309850.500000 Penalty: 5347.394531
	Iteration 18Q: 3 clusters Score -6309850 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -6310168.000000 Penalty: 5347.394531
	Iteration 19Q: 3 clusters Score -6310168 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -6310526.500000 Penalty: 5347.394531
	Iteration 20F: 3 clusters Score -6310526 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6310823.000000 Penalty: 5347.394531
	Iteration 21Q: 3 clusters Score -6310823 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6311147.000000 Penalty: 5347.394531
	Iteration 22Q: 3 clusters Score -6311147 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -6311446.500000 Penalty: 5347.394531
	Iteration 23Q: 3 clusters Score -6311446 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6311730.500000 Penalty: 5347.394531
	Iteration 24Q: 3 clusters Score -6311730 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -6312047.000000 Penalty: 5347.394531
	Iteration 25Q: 3 clusters Score -6312047 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -6312337.500000 Penalty: 5347.394531
	Iteration 26Q: 3 clusters Score -6312338 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -6312539.000000 Penalty: 5347.394531
	Iteration 27Q: 3 clusters Score -6312539 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6312783.000000 Penalty: 5347.394531
	Iteration 28Q: 3 clusters Score -6312783 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -6313007.500000 Penalty: 5347.394531
	Iteration 29Q: 3 clusters Score -6313008 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6313169.500000 Penalty: 5347.394531
	Iteration 30Q: 3 clusters Score -6313170 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -6313376.000000 Penalty: 5347.394531
	Iteration 31Q: 3 clusters Score -6313376 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6313515.000000 Penalty: 5347.394531
	Iteration 32Q: 3 clusters Score -6313515 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -6313623.000000 Penalty: 5347.394531
	Iteration 33Q: 3 clusters Score -6313623 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -6313744.500000 Penalty: 5347.394531
	Iteration 34Q: 3 clusters Score -6313744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6313846.000000 Penalty: 5347.394531
	Iteration 35Q: 3 clusters Score -6313846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6313949.000000 Penalty: 5347.394531
	Iteration 36Q: 3 clusters Score -6313949 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -6314040.500000 Penalty: 5347.394531
	Iteration 37Q: 3 clusters Score -6314040 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -6314119.000000 Penalty: 5347.394531
	Iteration 38Q: 3 clusters Score -6314119 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -6314211.500000 Penalty: 5347.394531
	Iteration 39Q: 3 clusters Score -6314212 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6314276.500000 Penalty: 5347.394531
	Iteration 40F: 3 clusters Score -6314276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6314326.500000 Penalty: 5347.394531
	Iteration 41Q: 3 clusters Score -6314326 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -6314397.000000 Penalty: 5347.394531
	Iteration 42Q: 3 clusters Score -6314397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6314440.500000 Penalty: 5347.394531
	Iteration 43Q: 3 clusters Score -6314440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6314486.500000 Penalty: 5347.394531
	Iteration 44Q: 3 clusters Score -6314486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -6314536.000000 Penalty: 5347.394531
	Iteration 45Q: 3 clusters Score -6314536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6314550.500000 Penalty: 5347.394531
	Iteration 46Q: 3 clusters Score -6314550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6314582.000000 Penalty: 5347.394531
	Iteration 47Q: 3 clusters Score -6314582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6314615.500000 Penalty: 5347.394531
	Iteration 48Q: 3 clusters Score -6314616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -6314645.000000 Penalty: 5347.394531
	Iteration 49Q: 3 clusters Score -6314645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6314649.500000 Penalty: 5347.394531
	Iteration 50Q: 3 clusters Score -6314650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -6314663.000000 Penalty: 5347.394531
	Iteration 51Q: 3 clusters Score -6314663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6314683.500000 Penalty: 5347.394531
	Iteration 52Q: 3 clusters Score -6314684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -6314695.500000 Penalty: 5347.394531
	Iteration 53Q: 3 clusters Score -6314696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6314716.000000 Penalty: 5347.394531
	Iteration 54Q: 3 clusters Score -6314716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6314726.000000 Penalty: 5347.394531
	Iteration 55Q: 3 clusters Score -6314726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6314727.000000 Penalty: 5347.394531
	Iteration 56Q: 3 clusters Score -6314727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6314750.500000 Penalty: 5347.394531
	Iteration 57Q: 3 clusters Score -6314750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6314754.500000 Penalty: 5347.394531
	Iteration 58Q: 3 clusters Score -6314754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6314767.500000 Penalty: 5347.394531
	Iteration 59Q: 3 clusters Score -6314768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6314768.500000 Penalty: 5347.394531
	Iteration 60F: 3 clusters Score -6314768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6314767.500000 Penalty: 5347.394531
	Iteration 61Q: 3 clusters Score -6314768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6314780.000000 Penalty: 5347.394531
	Iteration 62Q: 3 clusters Score -6314780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -6314778.500000 Penalty: 5347.394531
	Iteration 63Q: 3 clusters Score -6314778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6314786.000000 Penalty: 5347.394531
	Iteration 64Q: 3 clusters Score -6314786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6314793.500000 Penalty: 5347.394531
	Iteration 65Q: 3 clusters Score -6314794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6314804.000000 Penalty: 5347.394531
	Iteration 66Q: 3 clusters Score -6314804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6314795.500000 Penalty: 5347.394531
	Iteration 67Q: 3 clusters Score -6314796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6314804.500000 Penalty: 5347.394531
	Iteration 68Q: 3 clusters Score -6314804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -6314812.500000 Penalty: 5347.394531
	Iteration 69Q: 3 clusters Score -6314812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -6314807.500000 Penalty: 5347.394531
	Iteration 70Q: 3 clusters Score -6314808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6314814.000000 Penalty: 5347.394531
	Iteration 71Q: 3 clusters Score -6314814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6314813.000000 Penalty: 5347.394531
	Iteration 72Q: 3 clusters Score -6314813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6314808.500000 Penalty: 5347.394531
	Iteration 73Q: 3 clusters Score -6314808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6314810.500000 Penalty: 5347.394531
	Iteration 74Q: 3 clusters Score -6314810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6314810.500000 Penalty: 5347.394531
	Iteration 75Q: 3 clusters Score -6314810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6314810.500000 Penalty: 5347.394531
	Iteration 76F: 3 clusters Score -6314810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -89496.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87704.070312 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -87704.07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88150.632812 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -88150.63 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88547.445312 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -88547.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89016.945312 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -89016.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -89424.882812 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -89424.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89685.945312 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -89685.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90031.359375 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -90031.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90345.273438 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -90345.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90450.156250 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -90450.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90481.507812 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -90481.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90515.906250 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -90515.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90534.960938 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -90534.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90563.437500 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -90563.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90568.242188 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -90568.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90572.523438 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -90572.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90572.523438 Penalty: 3335.616699
	Iteration 15F: 3 clusters Score -90572.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 465 members 
Entering Unmasked Estep 
Score: -104963960.000000 Penalty: 118401.421875
Splitting cluster 18 changes total score from -104964656.000000 to -104963960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Entering Unmasked Estep 
Score: -2780783.500000 Penalty: 2472.031738
	Iteration 0F: 2 clusters Score -2780784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2765783.000000 Penalty: 4944.063477
	Iteration 0F: 3 clusters Score -2765783 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2770992.500000 Penalty: 4944.063477
	Iteration 1F: 3 clusters Score -2770992 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2771579.750000 Penalty: 4944.063477
	Iteration 2F: 3 clusters Score -2771580 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2772201.500000 Penalty: 4944.063477
	Iteration 3F: 3 clusters Score -2772202 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2772991.750000 Penalty: 4944.063477
	Iteration 4F: 3 clusters Score -2772992 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2774106.500000 Penalty: 4944.063477
	Iteration 5F: 3 clusters Score -2774106 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2775367.750000 Penalty: 4944.063477
	Iteration 6F: 3 clusters Score -2775368 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2776480.250000 Penalty: 4944.063477
	Iteration 7F: 3 clusters Score -2776480 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2777363.000000 Penalty: 4944.063477
	Iteration 8Q: 3 clusters Score -2777363 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2777975.500000 Penalty: 4944.063477
	Iteration 9Q: 3 clusters Score -2777976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2778316.000000 Penalty: 4944.063477
	Iteration 10Q: 3 clusters Score -2778316 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2778503.500000 Penalty: 4944.063477
	Iteration 11Q: 3 clusters Score -2778504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2778637.000000 Penalty: 4944.063477
	Iteration 12Q: 3 clusters Score -2778637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2778692.750000 Penalty: 4944.063477
	Iteration 13Q: 3 clusters Score -2778693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2778754.000000 Penalty: 4944.063477
	Iteration 14Q: 3 clusters Score -2778754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2778798.500000 Penalty: 4944.063477
	Iteration 15Q: 3 clusters Score -2778798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2778835.750000 Penalty: 4944.063477
	Iteration 16Q: 3 clusters Score -2778836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2778856.250000 Penalty: 4944.063477
	Iteration 17Q: 3 clusters Score -2778856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2778870.250000 Penalty: 4944.063477
	Iteration 18Q: 3 clusters Score -2778870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2778879.750000 Penalty: 4944.063477
	Iteration 19Q: 3 clusters Score -2778880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2778889.250000 Penalty: 4944.063477
	Iteration 20F: 3 clusters Score -2778889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2778888.250000 Penalty: 4944.063477
	Iteration 21Q: 3 clusters Score -2778888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2778891.750000 Penalty: 4944.063477
	Iteration 22Q: 3 clusters Score -2778892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2778894.250000 Penalty: 4944.063477
	Iteration 23Q: 3 clusters Score -2778894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2778888.250000 Penalty: 4944.063477
	Iteration 24Q: 3 clusters Score -2778888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2778894.750000 Penalty: 4944.063477
	Iteration 25Q: 3 clusters Score -2778895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2778901.000000 Penalty: 4944.063477
	Iteration 26Q: 3 clusters Score -2778901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2778898.250000 Penalty: 4944.063477
	Iteration 27Q: 3 clusters Score -2778898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2778901.500000 Penalty: 4944.063477
	Iteration 28Q: 3 clusters Score -2778902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2778901.250000 Penalty: 4944.063477
	Iteration 29Q: 3 clusters Score -2778901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2778901.750000 Penalty: 4944.063477
	Iteration 30Q: 3 clusters Score -2778902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2778900.250000 Penalty: 4944.063477
	Iteration 31Q: 3 clusters Score -2778900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2778903.500000 Penalty: 4944.063477
	Iteration 32Q: 3 clusters Score -2778904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2778903.500000 Penalty: 4944.063477
	Iteration 33F: 3 clusters Score -2778904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -1006202.312500 Penalty: 2246.154053
	Iteration 0F: 2 clusters Score -1006202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -999434.625000 Penalty: 4492.308105
	Iteration 0F: 3 clusters Score -999434.6 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1001603.812500 Penalty: 4492.308105
	Iteration 1F: 3 clusters Score -1001604 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1002247.437500 Penalty: 4492.308105
	Iteration 2F: 3 clusters Score -1002247 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1002676.062500 Penalty: 4492.308105
	Iteration 3F: 3 clusters Score -1002676 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1002986.312500 Penalty: 4492.308105
	Iteration 4F: 3 clusters Score -1002986 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1003252.937500 Penalty: 4492.308105
	Iteration 5Q: 3 clusters Score -1003253 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1003514.250000 Penalty: 4492.308105
	Iteration 6Q: 3 clusters Score -1003514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1003742.375000 Penalty: 4492.308105
	Iteration 7Q: 3 clusters Score -1003742 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1003940.687500 Penalty: 4492.308105
	Iteration 8Q: 3 clusters Score -1003941 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1004147.687500 Penalty: 4492.308105
	Iteration 9Q: 3 clusters Score -1004148 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1004335.437500 Penalty: 4492.308105
	Iteration 10Q: 3 clusters Score -1004335 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1004521.750000 Penalty: 4492.308105
	Iteration 11Q: 3 clusters Score -1004522 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1004700.125000 Penalty: 4492.308105
	Iteration 12Q: 3 clusters Score -1004700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1004886.312500 Penalty: 4492.308105
	Iteration 13Q: 3 clusters Score -1004886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1005041.500000 Penalty: 4492.308105
	Iteration 14Q: 3 clusters Score -1005042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1005157.750000 Penalty: 4492.308105
	Iteration 15Q: 3 clusters Score -1005158 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1005249.312500 Penalty: 4492.308105
	Iteration 16Q: 3 clusters Score -1005249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1005332.750000 Penalty: 4492.308105
	Iteration 17Q: 3 clusters Score -1005333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1005407.500000 Penalty: 4492.308105
	Iteration 18Q: 3 clusters Score -1005408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1005471.187500 Penalty: 4492.308105
	Iteration 19Q: 3 clusters Score -1005471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1005511.812500 Penalty: 4492.308105
	Iteration 20F: 3 clusters Score -1005512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1005531.750000 Penalty: 4492.308105
	Iteration 21Q: 3 clusters Score -1005532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1005543.500000 Penalty: 4492.308105
	Iteration 22Q: 3 clusters Score -1005544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1005552.687500 Penalty: 4492.308105
	Iteration 23Q: 3 clusters Score -1005553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1005560.937500 Penalty: 4492.308105
	Iteration 24Q: 3 clusters Score -1005561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1005571.687500 Penalty: 4492.308105
	Iteration 25Q: 3 clusters Score -1005572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1005579.250000 Penalty: 4492.308105
	Iteration 26Q: 3 clusters Score -1005579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1005585.875000 Penalty: 4492.308105
	Iteration 27Q: 3 clusters Score -1005586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1005589.625000 Penalty: 4492.308105
	Iteration 28Q: 3 clusters Score -1005590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1005592.187500 Penalty: 4492.308105
	Iteration 29Q: 3 clusters Score -1005592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1005596.812500 Penalty: 4492.308105
	Iteration 30Q: 3 clusters Score -1005597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1005599.312500 Penalty: 4492.308105
	Iteration 31Q: 3 clusters Score -1005599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1005606.125000 Penalty: 4492.308105
	Iteration 32Q: 3 clusters Score -1005606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1005609.750000 Penalty: 4492.308105
	Iteration 33Q: 3 clusters Score -1005610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1005611.250000 Penalty: 4492.308105
	Iteration 34Q: 3 clusters Score -1005611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1005616.312500 Penalty: 4492.308105
	Iteration 35Q: 3 clusters Score -1005616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1005619.187500 Penalty: 4492.308105
	Iteration 36Q: 3 clusters Score -1005619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1005621.812500 Penalty: 4492.308105
	Iteration 37Q: 3 clusters Score -1005622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1005624.937500 Penalty: 4492.308105
	Iteration 38Q: 3 clusters Score -1005625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1005631.812500 Penalty: 4492.308105
	Iteration 39Q: 3 clusters Score -1005632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1005634.500000 Penalty: 4492.308105
	Iteration 40F: 3 clusters Score -1005634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1005635.437500 Penalty: 4492.308105
	Iteration 41Q: 3 clusters Score -1005635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1005637.437500 Penalty: 4492.308105
	Iteration 42Q: 3 clusters Score -1005637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1005639.187500 Penalty: 4492.308105
	Iteration 43Q: 3 clusters Score -1005639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1005638.625000 Penalty: 4492.308105
	Iteration 44Q: 3 clusters Score -1005639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1005640.250000 Penalty: 4492.308105
	Iteration 45Q: 3 clusters Score -1005640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1005640.250000 Penalty: 4492.308105
	Iteration 46F: 3 clusters Score -1005640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -514255.031250 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -514255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -509940.062500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -509940.1 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -511291.937500 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -511291.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -511754.281250 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -511754.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -512200.812500 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -512200.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -512638.781250 Penalty: 4199.295410
	Iteration 4F: 3 clusters Score -512638.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -512893.500000 Penalty: 4199.295410
	Iteration 5F: 3 clusters Score -512893.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -513029.875000 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -513029.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -513118.531250 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -513118.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -513173.312500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -513173.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513217.343750 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -513217.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -513250.343750 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -513250.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -513274.125000 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -513274.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -513293.843750 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -513293.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -513313.562500 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -513313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -513332.031250 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -513332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -513347.937500 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -513347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -513362.781250 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -513362.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -513376.406250 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -513376.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -513392.187500 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -513392.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -513409.125000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -513409.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -513423.750000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -513423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -513444.531250 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -513444.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -513479.218750 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -513479.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -513519.562500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -513519.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -513546.812500 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -513546.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -513573.187500 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -513573.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -513585.093750 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -513585.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -513592.968750 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -513593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -513595.781250 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -513595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -513598.218750 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -513598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -513599.906250 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -513599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -513600.875000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -513600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -513602.062500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -513602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -513601.937500 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -513601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -513601.937500 Penalty: 4199.295410
	Iteration 34F: 3 clusters Score -513601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -1295246.625000 Penalty: 2287.954590
	Iteration 0F: 2 clusters Score -1295247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1287422.875000 Penalty: 4575.909180
	Iteration 0F: 3 clusters Score -1287423 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1289749.750000 Penalty: 4575.909180
	Iteration 1F: 3 clusters Score -1289750 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1290012.625000 Penalty: 4575.909180
	Iteration 2F: 3 clusters Score -1290013 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1290198.875000 Penalty: 4575.909180
	Iteration 3Q: 3 clusters Score -1290199 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1290329.375000 Penalty: 4575.909180
	Iteration 4Q: 3 clusters Score -1290329 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1290436.250000 Penalty: 4575.909180
	Iteration 5Q: 3 clusters Score -1290436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1290546.625000 Penalty: 4575.909180
	Iteration 6Q: 3 clusters Score -1290547 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1290646.750000 Penalty: 4575.909180
	Iteration 7Q: 3 clusters Score -1290647 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1290751.125000 Penalty: 4575.909180
	Iteration 8Q: 3 clusters Score -1290751 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1290877.125000 Penalty: 4575.909180
	Iteration 9Q: 3 clusters Score -1290877 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1291025.375000 Penalty: 4575.909180
	Iteration 10Q: 3 clusters Score -1291025 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1291205.250000 Penalty: 4575.909180
	Iteration 11Q: 3 clusters Score -1291205 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1291421.875000 Penalty: 4575.909180
	Iteration 12Q: 3 clusters Score -1291422 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1291667.625000 Penalty: 4575.909180
	Iteration 13Q: 3 clusters Score -1291668 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1291949.000000 Penalty: 4575.909180
	Iteration 14Q: 3 clusters Score -1291949 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1292236.750000 Penalty: 4575.909180
	Iteration 15Q: 3 clusters Score -1292237 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1292496.625000 Penalty: 4575.909180
	Iteration 16Q: 3 clusters Score -1292497 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1292692.500000 Penalty: 4575.909180
	Iteration 17Q: 3 clusters Score -1292692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1292839.000000 Penalty: 4575.909180
	Iteration 18Q: 3 clusters Score -1292839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1292957.875000 Penalty: 4575.909180
	Iteration 19Q: 3 clusters Score -1292958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1293033.500000 Penalty: 4575.909180
	Iteration 20F: 3 clusters Score -1293034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1293075.875000 Penalty: 4575.909180
	Iteration 21Q: 3 clusters Score -1293076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1293102.500000 Penalty: 4575.909180
	Iteration 22Q: 3 clusters Score -1293102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1293130.500000 Penalty: 4575.909180
	Iteration 23Q: 3 clusters Score -1293130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1293153.750000 Penalty: 4575.909180
	Iteration 24Q: 3 clusters Score -1293154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1293170.625000 Penalty: 4575.909180
	Iteration 25Q: 3 clusters Score -1293171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1293183.125000 Penalty: 4575.909180
	Iteration 26Q: 3 clusters Score -1293183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1293193.000000 Penalty: 4575.909180
	Iteration 27Q: 3 clusters Score -1293193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1293205.625000 Penalty: 4575.909180
	Iteration 28Q: 3 clusters Score -1293206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1293222.875000 Penalty: 4575.909180
	Iteration 29Q: 3 clusters Score -1293223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1293229.875000 Penalty: 4575.909180
	Iteration 30Q: 3 clusters Score -1293230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1293237.000000 Penalty: 4575.909180
	Iteration 31Q: 3 clusters Score -1293237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1293241.125000 Penalty: 4575.909180
	Iteration 32Q: 3 clusters Score -1293241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1293244.875000 Penalty: 4575.909180
	Iteration 33Q: 3 clusters Score -1293245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1293244.875000 Penalty: 4575.909180
	Iteration 34F: 3 clusters Score -1293245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -509039.843750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -509039.8 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 2065 members 
Entering Unmasked Estep 
Score: -505038.593750 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -505038.6 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -505922.656250 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -505922.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -506121.656250 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -506121.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -506228.656250 Penalty: 4133.421387
	Iteration 3Q: 3 clusters Score -506228.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -506340.406250 Penalty: 4133.421387
	Iteration 4Q: 3 clusters Score -506340.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -506479.812500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -506479.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -506635.812500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -506635.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -506816.875000 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -506816.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -507015.343750 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -507015.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -507186.125000 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -507186.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -507353.031250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -507353 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -507489.906250 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -507489.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -507565.031250 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -507565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -507606.437500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -507606.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -507638.062500 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -507638.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -507661.218750 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -507661.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -507677.437500 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -507677.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -507691.500000 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -507691.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -507700.812500 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -507700.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -507710.781250 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -507710.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -507717.875000 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -507717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -507724.687500 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -507724.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -507731.906250 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -507731.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -507734.968750 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -507735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -507737.281250 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -507737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -507740.718750 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -507740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -507742.625000 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -507742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -507745.093750 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -507745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -507745.093750 Penalty: 4133.421387
	Iteration 28F: 3 clusters Score -507745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Entering Unmasked Estep 
Score: -4628280.500000 Penalty: 2599.162598
	Iteration 0F: 2 clusters Score -4628280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4604219.500000 Penalty: 5198.325195
	Iteration 0F: 3 clusters Score -4604220 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4612766.500000 Penalty: 5198.325195
	Iteration 1F: 3 clusters Score -4612766 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4613150.000000 Penalty: 5198.325195
	Iteration 2Q: 3 clusters Score -4613150 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4613510.000000 Penalty: 5198.325195
	Iteration 3Q: 3 clusters Score -4613510 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4613854.500000 Penalty: 5198.325195
	Iteration 4Q: 3 clusters Score -4613854 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4614183.500000 Penalty: 5198.325195
	Iteration 5Q: 3 clusters Score -4614184 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4614575.000000 Penalty: 5198.325195
	Iteration 6Q: 3 clusters Score -4614575 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4615055.500000 Penalty: 5198.325195
	Iteration 7Q: 3 clusters Score -4615056 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4615731.500000 Penalty: 5198.325195
	Iteration 8Q: 3 clusters Score -4615732 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4616694.000000 Penalty: 5198.325195
	Iteration 9Q: 3 clusters Score -4616694 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4617947.500000 Penalty: 5198.325195
	Iteration 10F: 3 clusters Score -4617948 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4619446.500000 Penalty: 5198.325195
	Iteration 11F: 3 clusters Score -4619446 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4621061.500000 Penalty: 5198.325195
	Iteration 12F: 3 clusters Score -4621062 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4622417.000000 Penalty: 5198.325195
	Iteration 13Q: 3 clusters Score -4622417 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4623419.000000 Penalty: 5198.325195
	Iteration 14Q: 3 clusters Score -4623419 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4624061.500000 Penalty: 5198.325195
	Iteration 15Q: 3 clusters Score -4624062 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4624525.000000 Penalty: 5198.325195
	Iteration 16Q: 3 clusters Score -4624525 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4624874.500000 Penalty: 5198.325195
	Iteration 17Q: 3 clusters Score -4624874 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4625126.000000 Penalty: 5198.325195
	Iteration 18Q: 3 clusters Score -4625126 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4625311.500000 Penalty: 5198.325195
	Iteration 19Q: 3 clusters Score -4625312 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4625424.500000 Penalty: 5198.325195
	Iteration 20F: 3 clusters Score -4625424 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4625561.500000 Penalty: 5198.325195
	Iteration 21Q: 3 clusters Score -4625562 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4625660.500000 Penalty: 5198.325195
	Iteration 22Q: 3 clusters Score -4625660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4625734.000000 Penalty: 5198.325195
	Iteration 23Q: 3 clusters Score -4625734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4625789.000000 Penalty: 5198.325195
	Iteration 24Q: 3 clusters Score -4625789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4625828.500000 Penalty: 5198.325195
	Iteration 25Q: 3 clusters Score -4625828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4625850.500000 Penalty: 5198.325195
	Iteration 26Q: 3 clusters Score -4625850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4625884.500000 Penalty: 5198.325195
	Iteration 27Q: 3 clusters Score -4625884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4625907.000000 Penalty: 5198.325195
	Iteration 28Q: 3 clusters Score -4625907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4625931.500000 Penalty: 5198.325195
	Iteration 29Q: 3 clusters Score -4625932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4625942.500000 Penalty: 5198.325195
	Iteration 30Q: 3 clusters Score -4625942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4625963.500000 Penalty: 5198.325195
	Iteration 31Q: 3 clusters Score -4625964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4625981.500000 Penalty: 5198.325195
	Iteration 32Q: 3 clusters Score -4625982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4625988.000000 Penalty: 5198.325195
	Iteration 33Q: 3 clusters Score -4625988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4625994.500000 Penalty: 5198.325195
	Iteration 34Q: 3 clusters Score -4625994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4626004.000000 Penalty: 5198.325195
	Iteration 35Q: 3 clusters Score -4626004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4626005.500000 Penalty: 5198.325195
	Iteration 36Q: 3 clusters Score -4626006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4626009.500000 Penalty: 5198.325195
	Iteration 37Q: 3 clusters Score -4626010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4626015.000000 Penalty: 5198.325195
	Iteration 38Q: 3 clusters Score -4626015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4626020.000000 Penalty: 5198.325195
	Iteration 39Q: 3 clusters Score -4626020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4626027.500000 Penalty: 5198.325195
	Iteration 40F: 3 clusters Score -4626028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4626035.500000 Penalty: 5198.325195
	Iteration 41Q: 3 clusters Score -4626036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4626033.000000 Penalty: 5198.325195
	Iteration 42Q: 3 clusters Score -4626033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4626033.500000 Penalty: 5198.325195
	Iteration 43Q: 3 clusters Score -4626034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4626038.500000 Penalty: 5198.325195
	Iteration 44Q: 3 clusters Score -4626038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4626033.500000 Penalty: 5198.325195
	Iteration 45Q: 3 clusters Score -4626034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4626038.000000 Penalty: 5198.325195
	Iteration 46Q: 3 clusters Score -4626038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4626037.000000 Penalty: 5198.325195
	Iteration 47Q: 3 clusters Score -4626037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4626034.000000 Penalty: 5198.325195
	Iteration 48Q: 3 clusters Score -4626034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4626035.000000 Penalty: 5198.325195
	Iteration 49Q: 3 clusters Score -4626035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4626036.500000 Penalty: 5198.325195
	Iteration 50Q: 3 clusters Score -4626036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4626031.000000 Penalty: 5198.325195
	Iteration 51Q: 3 clusters Score -4626031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4626038.500000 Penalty: 5198.325195
	Iteration 52Q: 3 clusters Score -4626038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4626036.500000 Penalty: 5198.325195
	Iteration 53Q: 3 clusters Score -4626036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4626034.000000 Penalty: 5198.325195
	Iteration 54Q: 3 clusters Score -4626034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4626042.500000 Penalty: 5198.325195
	Iteration 55Q: 3 clusters Score -4626042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4626042.500000 Penalty: 5198.325195
	Iteration 56Q: 3 clusters Score -4626042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4626041.500000 Penalty: 5198.325195
	Iteration 57Q: 3 clusters Score -4626042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4626045.000000 Penalty: 5198.325195
	Iteration 58Q: 3 clusters Score -4626045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4626045.500000 Penalty: 5198.325195
	Iteration 59Q: 3 clusters Score -4626046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4626051.000000 Penalty: 5198.325195
	Iteration 60F: 3 clusters Score -4626051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4626048.000000 Penalty: 5198.325195
	Iteration 61Q: 3 clusters Score -4626048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4626050.000000 Penalty: 5198.325195
	Iteration 62Q: 3 clusters Score -4626050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4626051.500000 Penalty: 5198.325195
	Iteration 63Q: 3 clusters Score -4626052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4626048.500000 Penalty: 5198.325195
	Iteration 64Q: 3 clusters Score -4626048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4626051.000000 Penalty: 5198.325195
	Iteration 65Q: 3 clusters Score -4626051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4626051.000000 Penalty: 5198.325195
	Iteration 66F: 3 clusters Score -4626051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -959949.062500 Penalty: 2219.924805
	Iteration 0F: 2 clusters Score -959949.1 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 3913 members 
Entering Unmasked Estep 
Score: -953664.437500 Penalty: 4439.849609
	Iteration 0F: 3 clusters Score -953664.4 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -955380.812500 Penalty: 4439.849609
	Iteration 1F: 3 clusters Score -955380.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -955666.437500 Penalty: 4439.849609
	Iteration 2F: 3 clusters Score -955666.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -955888.937500 Penalty: 4439.849609
	Iteration 3F: 3 clusters Score -955888.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -956059.687500 Penalty: 4439.849609
	Iteration 4Q: 3 clusters Score -956059.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -956193.250000 Penalty: 4439.849609
	Iteration 5Q: 3 clusters Score -956193.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -956325.687500 Penalty: 4439.849609
	Iteration 6Q: 3 clusters Score -956325.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -956454.437500 Penalty: 4439.849609
	Iteration 7Q: 3 clusters Score -956454.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -956612.187500 Penalty: 4439.849609
	Iteration 8Q: 3 clusters Score -956612.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -956782.937500 Penalty: 4439.849609
	Iteration 9Q: 3 clusters Score -956782.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -956931.937500 Penalty: 4439.849609
	Iteration 10Q: 3 clusters Score -956931.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -957091.000000 Penalty: 4439.849609
	Iteration 11Q: 3 clusters Score -957091 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -957264.625000 Penalty: 4439.849609
	Iteration 12Q: 3 clusters Score -957264.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -957428.437500 Penalty: 4439.849609
	Iteration 13Q: 3 clusters Score -957428.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -957575.625000 Penalty: 4439.849609
	Iteration 14Q: 3 clusters Score -957575.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -957706.187500 Penalty: 4439.849609
	Iteration 15Q: 3 clusters Score -957706.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -957826.812500 Penalty: 4439.849609
	Iteration 16Q: 3 clusters Score -957826.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -957927.312500 Penalty: 4439.849609
	Iteration 17Q: 3 clusters Score -957927.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -958014.000000 Penalty: 4439.849609
	Iteration 18Q: 3 clusters Score -958014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -958118.562500 Penalty: 4439.849609
	Iteration 19Q: 3 clusters Score -958118.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -958212.937500 Penalty: 4439.849609
	Iteration 20F: 3 clusters Score -958212.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -958283.812500 Penalty: 4439.849609
	Iteration 21Q: 3 clusters Score -958283.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -958327.000000 Penalty: 4439.849609
	Iteration 22Q: 3 clusters Score -958327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -958353.875000 Penalty: 4439.849609
	Iteration 23Q: 3 clusters Score -958353.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -958375.687500 Penalty: 4439.849609
	Iteration 24Q: 3 clusters Score -958375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -958404.187500 Penalty: 4439.849609
	Iteration 25Q: 3 clusters Score -958404.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -958436.500000 Penalty: 4439.849609
	Iteration 26Q: 3 clusters Score -958436.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -958458.500000 Penalty: 4439.849609
	Iteration 27Q: 3 clusters Score -958458.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -958486.250000 Penalty: 4439.849609
	Iteration 28Q: 3 clusters Score -958486.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -958508.062500 Penalty: 4439.849609
	Iteration 29Q: 3 clusters Score -958508.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -958522.812500 Penalty: 4439.849609
	Iteration 30Q: 3 clusters Score -958522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -958534.062500 Penalty: 4439.849609
	Iteration 31Q: 3 clusters Score -958534.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -958541.312500 Penalty: 4439.849609
	Iteration 32Q: 3 clusters Score -958541.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -958552.562500 Penalty: 4439.849609
	Iteration 33Q: 3 clusters Score -958552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -958562.562500 Penalty: 4439.849609
	Iteration 34Q: 3 clusters Score -958562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -958566.437500 Penalty: 4439.849609
	Iteration 35Q: 3 clusters Score -958566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -958569.250000 Penalty: 4439.849609
	Iteration 36Q: 3 clusters Score -958569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -958570.000000 Penalty: 4439.849609
	Iteration 37Q: 3 clusters Score -958570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -958572.187500 Penalty: 4439.849609
	Iteration 38Q: 3 clusters Score -958572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -958570.625000 Penalty: 4439.849609
	Iteration 39Q: 3 clusters Score -958570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -958570.625000 Penalty: 4439.849609
	Iteration 40F: 3 clusters Score -958570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -520243.937500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -520243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -516239.875000 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -516239.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -517307.531250 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -517307.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -517719.562500 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -517719.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -518030.656250 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -518030.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -518231.031250 Penalty: 4135.206543
	Iteration 4F: 3 clusters Score -518231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -518382.750000 Penalty: 4135.206543
	Iteration 5F: 3 clusters Score -518382.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -518480.281250 Penalty: 4135.206543
	Iteration 6Q: 3 clusters Score -518480.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -518565.937500 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -518565.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -518642.937500 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -518642.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -518693.187500 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -518693.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -518734.031250 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -518734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -518767.250000 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -518767.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -518797.406250 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -518797.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -518821.687500 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -518821.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -518844.937500 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -518844.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -518861.031250 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -518861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -518878.031250 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -518878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -518893.343750 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -518893.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -518905.312500 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -518905.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -518912.343750 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -518912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -518915.468750 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -518915.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -518921.812500 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -518921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -518929.406250 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -518929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -518934.437500 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -518934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -518936.062500 Penalty: 4135.206543
	Iteration 24Q: 3 clusters Score -518936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -518940.125000 Penalty: 4135.206543
	Iteration 25Q: 3 clusters Score -518940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -518943.062500 Penalty: 4135.206543
	Iteration 26Q: 3 clusters Score -518943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -518944.750000 Penalty: 4135.206543
	Iteration 27Q: 3 clusters Score -518944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -518947.093750 Penalty: 4135.206543
	Iteration 28Q: 3 clusters Score -518947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -518947.968750 Penalty: 4135.206543
	Iteration 29Q: 3 clusters Score -518948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -518948.375000 Penalty: 4135.206543
	Iteration 30Q: 3 clusters Score -518948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -518948.375000 Penalty: 4135.206543
	Iteration 31F: 3 clusters Score -518948.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (353964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353964 members 
Entering Unmasked Estep 
Score: -45845372.000000 Penalty: 3168.683838
	Iteration 0F: 2 clusters Score -4.584537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -45637288.000000 Penalty: 6337.367676
	Iteration 0F: 3 clusters Score -4.563729e+07 nChanged 171953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177539 members 
Mstep: Class 2 contains 176425 members 
Entering Unmasked Estep 
Score: -45738616.000000 Penalty: 6337.367676
	Iteration 1F: 3 clusters Score -4.573862e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 176409 members 
Entering Unmasked Estep 
Score: -45739656.000000 Penalty: 6337.367676
	Iteration 2Q: 3 clusters Score -4.573966e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -45740912.000000 Penalty: 6337.367676
	Iteration 3Q: 3 clusters Score -4.574091e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -45742332.000000 Penalty: 6337.367676
	Iteration 4Q: 3 clusters Score -4.574233e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177248 members 
Mstep: Class 2 contains 176716 members 
Entering Unmasked Estep 
Score: -45745284.000000 Penalty: 6337.367676
	Iteration 5Q: 3 clusters Score -4.574528e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -45748872.000000 Penalty: 6337.367676
	Iteration 6Q: 3 clusters Score -4.574887e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 178072 members 
Entering Unmasked Estep 
Score: -45753348.000000 Penalty: 6337.367676
	Iteration 7Q: 3 clusters Score -4.575335e+07 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -45761952.000000 Penalty: 6337.367676
	Iteration 8Q: 3 clusters Score -4.576195e+07 nChanged 19612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 180344 members 
Entering Unmasked Estep 
Score: -45775004.000000 Penalty: 6337.367676
	Iteration 9F: 3 clusters Score -4.5775e+07 nChanged 22077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -45789776.000000 Penalty: 6337.367676
	Iteration 10F: 3 clusters Score -4.578978e+07 nChanged 20486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 182735 members 
Entering Unmasked Estep 
Score: -45800544.000000 Penalty: 6337.367676
	Iteration 11F: 3 clusters Score -4.580054e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 183914 members 
Entering Unmasked Estep 
Score: -45804704.000000 Penalty: 6337.367676
	Iteration 12Q: 3 clusters Score -4.58047e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 185313 members 
Entering Unmasked Estep 
Score: -45805400.000000 Penalty: 6337.367676
	Iteration 13Q: 3 clusters Score -4.58054e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 186766 members 
Entering Unmasked Estep 
Score: -45805596.000000 Penalty: 6337.367676
	Iteration 14Q: 3 clusters Score -4.58056e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -45805652.000000 Penalty: 6337.367676
	Iteration 15Q: 3 clusters Score -4.580565e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 190286 members 
Entering Unmasked Estep 
Score: -45805672.000000 Penalty: 6337.367676
	Iteration 16Q: 3 clusters Score -4.580567e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161692 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -45805752.000000 Penalty: 6337.367676
	Iteration 17Q: 3 clusters Score -4.580575e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 194409 members 
Entering Unmasked Estep 
Score: -45806172.000000 Penalty: 6337.367676
	Iteration 18Q: 3 clusters Score -4.580617e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 196594 members 
Entering Unmasked Estep 
Score: -45806312.000000 Penalty: 6337.367676
	Iteration 19Q: 3 clusters Score -4.580631e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 198964 members 
Entering Unmasked Estep 
Score: -45806664.000000 Penalty: 6337.367676
	Iteration 20F: 3 clusters Score -4.580666e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 201418 members 
Entering Unmasked Estep 
Score: -45807064.000000 Penalty: 6337.367676
	Iteration 21Q: 3 clusters Score -4.580706e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -45807240.000000 Penalty: 6337.367676
	Iteration 22Q: 3 clusters Score -4.580724e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 206630 members 
Entering Unmasked Estep 
Score: -45807416.000000 Penalty: 6337.367676
	Iteration 23Q: 3 clusters Score -4.580742e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 209232 members 
Entering Unmasked Estep 
Score: -45807616.000000 Penalty: 6337.367676
	Iteration 24Q: 3 clusters Score -4.580762e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 211811 members 
Entering Unmasked Estep 
Score: -45807632.000000 Penalty: 6337.367676
	Iteration 25Q: 3 clusters Score -4.580763e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 214084 members 
Entering Unmasked Estep 
Score: -45807672.000000 Penalty: 6337.367676
	Iteration 26Q: 3 clusters Score -4.580767e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 216015 members 
Entering Unmasked Estep 
Score: -45808048.000000 Penalty: 6337.367676
	Iteration 27Q: 3 clusters Score -4.580805e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 217702 members 
Entering Unmasked Estep 
Score: -45807828.000000 Penalty: 6337.367676
	Iteration 28Q: 3 clusters Score -4.580783e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 219116 members 
Entering Unmasked Estep 
Score: -45807728.000000 Penalty: 6337.367676
	Iteration 29Q: 3 clusters Score -4.580773e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 220045 members 
Entering Unmasked Estep 
Score: -45807752.000000 Penalty: 6337.367676
	Iteration 30Q: 3 clusters Score -4.580775e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133327 members 
Mstep: Class 2 contains 220637 members 
Entering Unmasked Estep 
Score: -45807620.000000 Penalty: 6337.367676
	Iteration 31Q: 3 clusters Score -4.580762e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 220861 members 
Entering Unmasked Estep 
Score: -45807716.000000 Penalty: 6337.367676
	Iteration 32Q: 3 clusters Score -4.580772e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 220678 members 
Entering Unmasked Estep 
Score: -45807688.000000 Penalty: 6337.367676
	Iteration 33Q: 3 clusters Score -4.580769e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133853 members 
Mstep: Class 2 contains 220111 members 
Entering Unmasked Estep 
Score: -45807744.000000 Penalty: 6337.367676
	Iteration 34Q: 3 clusters Score -4.580774e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134716 members 
Mstep: Class 2 contains 219248 members 
Entering Unmasked Estep 
Score: -45807760.000000 Penalty: 6337.367676
	Iteration 35Q: 3 clusters Score -4.580776e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 218027 members 
Entering Unmasked Estep 
Score: -45807748.000000 Penalty: 6337.367676
	Iteration 36Q: 3 clusters Score -4.580775e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 216582 members 
Entering Unmasked Estep 
Score: -45807772.000000 Penalty: 6337.367676
	Iteration 37Q: 3 clusters Score -4.580777e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 214924 members 
Entering Unmasked Estep 
Score: -45807724.000000 Penalty: 6337.367676
	Iteration 38Q: 3 clusters Score -4.580772e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 213045 members 
Entering Unmasked Estep 
Score: -45807980.000000 Penalty: 6337.367676
	Iteration 39Q: 3 clusters Score -4.580798e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142871 members 
Mstep: Class 2 contains 211093 members 
Entering Unmasked Estep 
Score: -45807932.000000 Penalty: 6337.367676
	Iteration 40F: 3 clusters Score -4.580793e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 209082 members 
Entering Unmasked Estep 
Score: -45808140.000000 Penalty: 6337.367676
	Iteration 41Q: 3 clusters Score -4.580814e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146985 members 
Mstep: Class 2 contains 206979 members 
Entering Unmasked Estep 
Score: -45808272.000000 Penalty: 6337.367676
	Iteration 42Q: 3 clusters Score -4.580827e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 204982 members 
Entering Unmasked Estep 
Score: -45808360.000000 Penalty: 6337.367676
	Iteration 43Q: 3 clusters Score -4.580836e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 203031 members 
Entering Unmasked Estep 
Score: -45808320.000000 Penalty: 6337.367676
	Iteration 44Q: 3 clusters Score -4.580832e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 201150 members 
Entering Unmasked Estep 
Score: -45808172.000000 Penalty: 6337.367676
	Iteration 45Q: 3 clusters Score -4.580817e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 199264 members 
Entering Unmasked Estep 
Score: -45808140.000000 Penalty: 6337.367676
	Iteration 46Q: 3 clusters Score -4.580814e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -45808436.000000 Penalty: 6337.367676
	Iteration 47Q: 3 clusters Score -4.580844e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 195495 members 
Entering Unmasked Estep 
Score: -45808532.000000 Penalty: 6337.367676
	Iteration 48Q: 3 clusters Score -4.580853e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -45808432.000000 Penalty: 6337.367676
	Iteration 49Q: 3 clusters Score -4.580843e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 191899 members 
Entering Unmasked Estep 
Score: -45808552.000000 Penalty: 6337.367676
	Iteration 50Q: 3 clusters Score -4.580855e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 190141 members 
Entering Unmasked Estep 
Score: -45808692.000000 Penalty: 6337.367676
	Iteration 51Q: 3 clusters Score -4.580869e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 188539 members 
Entering Unmasked Estep 
Score: -45808796.000000 Penalty: 6337.367676
	Iteration 52Q: 3 clusters Score -4.58088e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166902 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -45808820.000000 Penalty: 6337.367676
	Iteration 53Q: 3 clusters Score -4.580882e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 185702 members 
Entering Unmasked Estep 
Score: -45808888.000000 Penalty: 6337.367676
	Iteration 54Q: 3 clusters Score -4.580889e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169701 members 
Mstep: Class 2 contains 184263 members 
Entering Unmasked Estep 
Score: -45809096.000000 Penalty: 6337.367676
	Iteration 55Q: 3 clusters Score -4.58091e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -45809040.000000 Penalty: 6337.367676
	Iteration 56Q: 3 clusters Score -4.580904e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -45809160.000000 Penalty: 6337.367676
	Iteration 57Q: 3 clusters Score -4.580916e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 179638 members 
Entering Unmasked Estep 
Score: -45809404.000000 Penalty: 6337.367676
	Iteration 58Q: 3 clusters Score -4.58094e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -45809520.000000 Penalty: 6337.367676
	Iteration 59Q: 3 clusters Score -4.580952e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 176405 members 
Entering Unmasked Estep 
Score: -45809644.000000 Penalty: 6337.367676
	Iteration 60F: 3 clusters Score -4.580964e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 174886 members 
Entering Unmasked Estep 
Score: -45809584.000000 Penalty: 6337.367676
	Iteration 61Q: 3 clusters Score -4.580958e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -45809684.000000 Penalty: 6337.367676
	Iteration 62Q: 3 clusters Score -4.580968e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 171988 members 
Entering Unmasked Estep 
Score: -45809660.000000 Penalty: 6337.367676
	Iteration 63Q: 3 clusters Score -4.580966e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183290 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -45809732.000000 Penalty: 6337.367676
	Iteration 64Q: 3 clusters Score -4.580973e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184583 members 
Mstep: Class 2 contains 169381 members 
Entering Unmasked Estep 
Score: -45809596.000000 Penalty: 6337.367676
	Iteration 65Q: 3 clusters Score -4.58096e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 168086 members 
Entering Unmasked Estep 
Score: -45809384.000000 Penalty: 6337.367676
	Iteration 66Q: 3 clusters Score -4.580938e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -45809252.000000 Penalty: 6337.367676
	Iteration 67Q: 3 clusters Score -4.580925e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188085 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -45809072.000000 Penalty: 6337.367676
	Iteration 68Q: 3 clusters Score -4.580907e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -45809056.000000 Penalty: 6337.367676
	Iteration 69Q: 3 clusters Score -4.580906e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -45809056.000000 Penalty: 6337.367676
	Iteration 70Q: 3 clusters Score -4.580906e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190841 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -45809036.000000 Penalty: 6337.367676
	Iteration 71Q: 3 clusters Score -4.580904e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -45809020.000000 Penalty: 6337.367676
	Iteration 72Q: 3 clusters Score -4.580902e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192200 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -45808996.000000 Penalty: 6337.367676
	Iteration 73Q: 3 clusters Score -4.5809e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192754 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -45808724.000000 Penalty: 6337.367676
	Iteration 74Q: 3 clusters Score -4.580872e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -45808500.000000 Penalty: 6337.367676
	Iteration 75Q: 3 clusters Score -4.58085e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193359 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -45808536.000000 Penalty: 6337.367676
	Iteration 76Q: 3 clusters Score -4.580854e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -45808516.000000 Penalty: 6337.367676
	Iteration 77Q: 3 clusters Score -4.580852e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 160524 members 
Entering Unmasked Estep 
Score: -45808444.000000 Penalty: 6337.367676
	Iteration 78Q: 3 clusters Score -4.580844e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -45808284.000000 Penalty: 6337.367676
	Iteration 79Q: 3 clusters Score -4.580828e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192747 members 
Mstep: Class 2 contains 161217 members 
Entering Unmasked Estep 
Score: -45808388.000000 Penalty: 6337.367676
	Iteration 80F: 3 clusters Score -4.580839e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192163 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -45808344.000000 Penalty: 6337.367676
	Iteration 81Q: 3 clusters Score -4.580834e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -45808248.000000 Penalty: 6337.367676
	Iteration 82Q: 3 clusters Score -4.580825e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190713 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -45808332.000000 Penalty: 6337.367676
	Iteration 83Q: 3 clusters Score -4.580833e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189867 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -45808476.000000 Penalty: 6337.367676
	Iteration 84Q: 3 clusters Score -4.580848e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 165058 members 
Entering Unmasked Estep 
Score: -45808332.000000 Penalty: 6337.367676
	Iteration 85Q: 3 clusters Score -4.580833e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -45808460.000000 Penalty: 6337.367676
	Iteration 86Q: 3 clusters Score -4.580846e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186714 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -45808560.000000 Penalty: 6337.367676
	Iteration 87Q: 3 clusters Score -4.580856e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -45808672.000000 Penalty: 6337.367676
	Iteration 88Q: 3 clusters Score -4.580867e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 169593 members 
Entering Unmasked Estep 
Score: -45808732.000000 Penalty: 6337.367676
	Iteration 89Q: 3 clusters Score -4.580873e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -45808924.000000 Penalty: 6337.367676
	Iteration 90Q: 3 clusters Score -4.580892e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 171784 members 
Entering Unmasked Estep 
Score: -45809040.000000 Penalty: 6337.367676
	Iteration 91Q: 3 clusters Score -4.580904e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -45809180.000000 Penalty: 6337.367676
	Iteration 92Q: 3 clusters Score -4.580918e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180348 members 
Mstep: Class 2 contains 173616 members 
Entering Unmasked Estep 
Score: -45809212.000000 Penalty: 6337.367676
	Iteration 93Q: 3 clusters Score -4.580921e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -45809364.000000 Penalty: 6337.367676
	Iteration 94Q: 3 clusters Score -4.580936e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178932 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -45809500.000000 Penalty: 6337.367676
	Iteration 95Q: 3 clusters Score -4.58095e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -45809516.000000 Penalty: 6337.367676
	Iteration 96Q: 3 clusters Score -4.580952e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177999 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -45809560.000000 Penalty: 6337.367676
	Iteration 97Q: 3 clusters Score -4.580956e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -45809592.000000 Penalty: 6337.367676
	Iteration 98Q: 3 clusters Score -4.580959e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -45809856.000000 Penalty: 6337.367676
	Iteration 99Q: 3 clusters Score -4.580986e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177160 members 
Mstep: Class 2 contains 176804 members 
Entering Unmasked Estep 
Score: -45809848.000000 Penalty: 6337.367676
	Iteration 100F: 3 clusters Score -4.580985e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -45809884.000000 Penalty: 6337.367676
	Iteration 101Q: 3 clusters Score -4.580988e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 177269 members 
Entering Unmasked Estep 
Score: -45809812.000000 Penalty: 6337.367676
	Iteration 102Q: 3 clusters Score -4.580981e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176504 members 
Mstep: Class 2 contains 177460 members 
Entering Unmasked Estep 
Score: -45809860.000000 Penalty: 6337.367676
	Iteration 103Q: 3 clusters Score -4.580986e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176373 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -45809940.000000 Penalty: 6337.367676
	Iteration 104Q: 3 clusters Score -4.580994e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -45809964.000000 Penalty: 6337.367676
	Iteration 105Q: 3 clusters Score -4.580996e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -45810048.000000 Penalty: 6337.367676
	Iteration 106Q: 3 clusters Score -4.581005e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
Score: -45810204.000000 Penalty: 6337.367676
	Iteration 107Q: 3 clusters Score -4.58102e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -45810240.000000 Penalty: 6337.367676
	Iteration 108Q: 3 clusters Score -4.581024e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175835 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -45810280.000000 Penalty: 6337.367676
	Iteration 109Q: 3 clusters Score -4.581028e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 178230 members 
Entering Unmasked Estep 
Score: -45810332.000000 Penalty: 6337.367676
	Iteration 110Q: 3 clusters Score -4.581033e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -45810460.000000 Penalty: 6337.367676
	Iteration 111Q: 3 clusters Score -4.581046e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 178355 members 
Entering Unmasked Estep 
Score: -45810556.000000 Penalty: 6337.367676
	Iteration 112Q: 3 clusters Score -4.581056e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -45810416.000000 Penalty: 6337.367676
	Iteration 113Q: 3 clusters Score -4.581042e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -45810492.000000 Penalty: 6337.367676
	Iteration 114Q: 3 clusters Score -4.581049e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175596 members 
Mstep: Class 2 contains 178368 members 
Entering Unmasked Estep 
Score: -45810440.000000 Penalty: 6337.367676
	Iteration 115Q: 3 clusters Score -4.581044e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 178327 members 
Entering Unmasked Estep 
Score: -45810444.000000 Penalty: 6337.367676
	Iteration 116Q: 3 clusters Score -4.581044e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175673 members 
Mstep: Class 2 contains 178291 members 
Entering Unmasked Estep 
Score: -45810468.000000 Penalty: 6337.367676
	Iteration 117Q: 3 clusters Score -4.581047e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 178264 members 
Entering Unmasked Estep 
Score: -45810528.000000 Penalty: 6337.367676
	Iteration 118Q: 3 clusters Score -4.581053e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -45810532.000000 Penalty: 6337.367676
	Iteration 119Q: 3 clusters Score -4.581053e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -45810556.000000 Penalty: 6337.367676
	Iteration 120F: 3 clusters Score -4.581056e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 178259 members 
Entering Unmasked Estep 
Score: -45810684.000000 Penalty: 6337.367676
	Iteration 121Q: 3 clusters Score -4.581068e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -45810652.000000 Penalty: 6337.367676
	Iteration 122Q: 3 clusters Score -4.581065e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175758 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -45810764.000000 Penalty: 6337.367676
	Iteration 123Q: 3 clusters Score -4.581076e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -45810828.000000 Penalty: 6337.367676
	Iteration 124Q: 3 clusters Score -4.581083e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -45810880.000000 Penalty: 6337.367676
	Iteration 125Q: 3 clusters Score -4.581088e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -45810876.000000 Penalty: 6337.367676
	Iteration 126Q: 3 clusters Score -4.581088e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 178266 members 
Entering Unmasked Estep 
Score: -45810976.000000 Penalty: 6337.367676
	Iteration 127Q: 3 clusters Score -4.581098e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -45810900.000000 Penalty: 6337.367676
	Iteration 128Q: 3 clusters Score -4.58109e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -45810920.000000 Penalty: 6337.367676
	Iteration 129Q: 3 clusters Score -4.581092e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175555 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -45810964.000000 Penalty: 6337.367676
	Iteration 130Q: 3 clusters Score -4.581096e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 178505 members 
Entering Unmasked Estep 
Score: -45811052.000000 Penalty: 6337.367676
	Iteration 131Q: 3 clusters Score -4.581105e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -45811004.000000 Penalty: 6337.367676
	Iteration 132Q: 3 clusters Score -4.5811e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -45811044.000000 Penalty: 6337.367676
	Iteration 133Q: 3 clusters Score -4.581104e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 178639 members 
Entering Unmasked Estep 
Score: -45811024.000000 Penalty: 6337.367676
	Iteration 134Q: 3 clusters Score -4.581102e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -45811028.000000 Penalty: 6337.367676
	Iteration 135Q: 3 clusters Score -4.581103e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -45810972.000000 Penalty: 6337.367676
	Iteration 136Q: 3 clusters Score -4.581097e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175136 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -45810936.000000 Penalty: 6337.367676
	Iteration 137Q: 3 clusters Score -4.581094e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 178864 members 
Entering Unmasked Estep 
Score: -45810872.000000 Penalty: 6337.367676
	Iteration 138Q: 3 clusters Score -4.581087e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175056 members 
Mstep: Class 2 contains 178908 members 
Entering Unmasked Estep 
Score: -45810956.000000 Penalty: 6337.367676
	Iteration 139Q: 3 clusters Score -4.581096e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 178934 members 
Entering Unmasked Estep 
Score: -45810912.000000 Penalty: 6337.367676
	Iteration 140F: 3 clusters Score -4.581091e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -45810860.000000 Penalty: 6337.367676
	Iteration 141Q: 3 clusters Score -4.581086e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Mstep: Class 2 contains 178938 members 
Entering Unmasked Estep 
Score: -45810956.000000 Penalty: 6337.367676
	Iteration 142Q: 3 clusters Score -4.581096e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175022 members 
Mstep: Class 2 contains 178942 members 
Entering Unmasked Estep 
Score: -45810984.000000 Penalty: 6337.367676
	Iteration 143Q: 3 clusters Score -4.581098e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -45810932.000000 Penalty: 6337.367676
	Iteration 144Q: 3 clusters Score -4.581093e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 179063 members 
Entering Unmasked Estep 
Score: -45810956.000000 Penalty: 6337.367676
	Iteration 145Q: 3 clusters Score -4.581096e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -45810984.000000 Penalty: 6337.367676
	Iteration 146Q: 3 clusters Score -4.581098e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 179155 members 
Entering Unmasked Estep 
Score: -45811004.000000 Penalty: 6337.367676
	Iteration 147Q: 3 clusters Score -4.5811e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 179196 members 
Entering Unmasked Estep 
Score: -45810992.000000 Penalty: 6337.367676
	Iteration 148Q: 3 clusters Score -4.581099e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 179239 members 
Entering Unmasked Estep 
Score: -45811016.000000 Penalty: 6337.367676
	Iteration 149Q: 3 clusters Score -4.581102e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -45811084.000000 Penalty: 6337.367676
	Iteration 150Q: 3 clusters Score -4.581108e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174706 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -45811064.000000 Penalty: 6337.367676
	Iteration 151Q: 3 clusters Score -4.581106e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174753 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -45811036.000000 Penalty: 6337.367676
	Iteration 152Q: 3 clusters Score -4.581104e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -45811112.000000 Penalty: 6337.367676
	Iteration 153Q: 3 clusters Score -4.581111e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174858 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -45811092.000000 Penalty: 6337.367676
	Iteration 154Q: 3 clusters Score -4.581109e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -45811188.000000 Penalty: 6337.367676
	Iteration 155Q: 3 clusters Score -4.581119e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174944 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -45811216.000000 Penalty: 6337.367676
	Iteration 156Q: 3 clusters Score -4.581122e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -45811216.000000 Penalty: 6337.367676
	Iteration 157Q: 3 clusters Score -4.581122e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -45811164.000000 Penalty: 6337.367676
	Iteration 158Q: 3 clusters Score -4.581116e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174906 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -45811184.000000 Penalty: 6337.367676
	Iteration 159Q: 3 clusters Score -4.581118e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174875 members 
Mstep: Class 2 contains 179089 members 
Entering Unmasked Estep 
Score: -45811200.000000 Penalty: 6337.367676
	Iteration 160F: 3 clusters Score -4.58112e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -45811168.000000 Penalty: 6337.367676
	Iteration 161Q: 3 clusters Score -4.581117e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174850 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -45811192.000000 Penalty: 6337.367676
	Iteration 162Q: 3 clusters Score -4.581119e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -45811140.000000 Penalty: 6337.367676
	Iteration 163Q: 3 clusters Score -4.581114e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174942 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -45811116.000000 Penalty: 6337.367676
	Iteration 164Q: 3 clusters Score -4.581112e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -45811124.000000 Penalty: 6337.367676
	Iteration 165Q: 3 clusters Score -4.581112e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -45811144.000000 Penalty: 6337.367676
	Iteration 166Q: 3 clusters Score -4.581114e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -45811172.000000 Penalty: 6337.367676
	Iteration 167Q: 3 clusters Score -4.581117e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174972 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -45811264.000000 Penalty: 6337.367676
	Iteration 168Q: 3 clusters Score -4.581126e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -45811216.000000 Penalty: 6337.367676
	Iteration 169Q: 3 clusters Score -4.581122e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174929 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -45811180.000000 Penalty: 6337.367676
	Iteration 170Q: 3 clusters Score -4.581118e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -45811136.000000 Penalty: 6337.367676
	Iteration 171Q: 3 clusters Score -4.581114e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 179045 members 
Entering Unmasked Estep 
Score: -45811152.000000 Penalty: 6337.367676
	Iteration 172Q: 3 clusters Score -4.581115e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -45811132.000000 Penalty: 6337.367676
	Iteration 173Q: 3 clusters Score -4.581113e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174937 members 
Mstep: Class 2 contains 179027 members 
Entering Unmasked Estep 
Score: -45811152.000000 Penalty: 6337.367676
	Iteration 174Q: 3 clusters Score -4.581115e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -45811272.000000 Penalty: 6337.367676
	Iteration 175Q: 3 clusters Score -4.581127e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174972 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -45811232.000000 Penalty: 6337.367676
	Iteration 176Q: 3 clusters Score -4.581123e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174989 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -45811276.000000 Penalty: 6337.367676
	Iteration 177Q: 3 clusters Score -4.581128e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175014 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -45811312.000000 Penalty: 6337.367676
	Iteration 178Q: 3 clusters Score -4.581131e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -45811372.000000 Penalty: 6337.367676
	Iteration 179Q: 3 clusters Score -4.581137e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -45811368.000000 Penalty: 6337.367676
	Iteration 180F: 3 clusters Score -4.581137e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -45811416.000000 Penalty: 6337.367676
	Iteration 181Q: 3 clusters Score -4.581142e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -45811412.000000 Penalty: 6337.367676
	Iteration 182Q: 3 clusters Score -4.581141e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175235 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -45811488.000000 Penalty: 6337.367676
	Iteration 183Q: 3 clusters Score -4.581149e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175271 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -45811484.000000 Penalty: 6337.367676
	Iteration 184Q: 3 clusters Score -4.581148e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175328 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -45811416.000000 Penalty: 6337.367676
	Iteration 185Q: 3 clusters Score -4.581142e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 178619 members 
Entering Unmasked Estep 
Score: -45811456.000000 Penalty: 6337.367676
	Iteration 186Q: 3 clusters Score -4.581146e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 178598 members 
Entering Unmasked Estep 
Score: -45811472.000000 Penalty: 6337.367676
	Iteration 187Q: 3 clusters Score -4.581147e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 178596 members 
Entering Unmasked Estep 
Score: -45811468.000000 Penalty: 6337.367676
	Iteration 188Q: 3 clusters Score -4.581147e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175377 members 
Mstep: Class 2 contains 178587 members 
Entering Unmasked Estep 
Score: -45811444.000000 Penalty: 6337.367676
	Iteration 189Q: 3 clusters Score -4.581144e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175393 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -45811352.000000 Penalty: 6337.367676
	Iteration 190Q: 3 clusters Score -4.581135e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175420 members 
Mstep: Class 2 contains 178544 members 
Entering Unmasked Estep 
Score: -45811456.000000 Penalty: 6337.367676
	Iteration 191Q: 3 clusters Score -4.581146e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 178535 members 
Entering Unmasked Estep 
Score: -45811416.000000 Penalty: 6337.367676
	Iteration 192Q: 3 clusters Score -4.581142e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 178513 members 
Entering Unmasked Estep 
Score: -45811448.000000 Penalty: 6337.367676
	Iteration 193Q: 3 clusters Score -4.581145e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -45811480.000000 Penalty: 6337.367676
	Iteration 194Q: 3 clusters Score -4.581148e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 178463 members 
Entering Unmasked Estep 
Score: -45811460.000000 Penalty: 6337.367676
	Iteration 195Q: 3 clusters Score -4.581146e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175538 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -45811520.000000 Penalty: 6337.367676
	Iteration 196Q: 3 clusters Score -4.581152e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -45811580.000000 Penalty: 6337.367676
	Iteration 197Q: 3 clusters Score -4.581158e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -45811576.000000 Penalty: 6337.367676
	Iteration 198Q: 3 clusters Score -4.581158e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 178299 members 
Entering Unmasked Estep 
Score: -45811560.000000 Penalty: 6337.367676
	Iteration 199Q: 3 clusters Score -4.581156e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -45811472.000000 Penalty: 6337.367676
	Iteration 200F: 3 clusters Score -4.581147e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175820 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -45811492.000000 Penalty: 6337.367676
	Iteration 201Q: 3 clusters Score -4.581149e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 178070 members 
Entering Unmasked Estep 
Score: -45811600.000000 Penalty: 6337.367676
	Iteration 202Q: 3 clusters Score -4.58116e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 177979 members 
Entering Unmasked Estep 
Score: -45811560.000000 Penalty: 6337.367676
	Iteration 203Q: 3 clusters Score -4.581156e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176079 members 
Mstep: Class 2 contains 177885 members 
Entering Unmasked Estep 
Score: -45811520.000000 Penalty: 6337.367676
	Iteration 204Q: 3 clusters Score -4.581152e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 177785 members 
Entering Unmasked Estep 
Score: -45811548.000000 Penalty: 6337.367676
	Iteration 205Q: 3 clusters Score -4.581155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -45811548.000000 Penalty: 6337.367676
	Iteration 206Q: 3 clusters Score -4.581155e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176339 members 
Mstep: Class 2 contains 177625 members 
Entering Unmasked Estep 
Score: -45811512.000000 Penalty: 6337.367676
	Iteration 207Q: 3 clusters Score -4.581151e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176404 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -45811544.000000 Penalty: 6337.367676
	Iteration 208Q: 3 clusters Score -4.581154e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 177494 members 
Entering Unmasked Estep 
Score: -45811576.000000 Penalty: 6337.367676
	Iteration 209Q: 3 clusters Score -4.581158e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176504 members 
Mstep: Class 2 contains 177460 members 
Entering Unmasked Estep 
Score: -45811612.000000 Penalty: 6337.367676
	Iteration 210Q: 3 clusters Score -4.581161e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176558 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -45811656.000000 Penalty: 6337.367676
	Iteration 211Q: 3 clusters Score -4.581166e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 177358 members 
Entering Unmasked Estep 
Score: -45811640.000000 Penalty: 6337.367676
	Iteration 212Q: 3 clusters Score -4.581164e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -45811696.000000 Penalty: 6337.367676
	Iteration 213Q: 3 clusters Score -4.58117e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -45811688.000000 Penalty: 6337.367676
	Iteration 214Q: 3 clusters Score -4.581169e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -45811664.000000 Penalty: 6337.367676
	Iteration 215Q: 3 clusters Score -4.581166e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176770 members 
Mstep: Class 2 contains 177194 members 
Entering Unmasked Estep 
Score: -45811660.000000 Penalty: 6337.367676
	Iteration 216Q: 3 clusters Score -4.581166e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176805 members 
Mstep: Class 2 contains 177159 members 
Entering Unmasked Estep 
Score: -45811676.000000 Penalty: 6337.367676
	Iteration 217Q: 3 clusters Score -4.581168e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -45811700.000000 Penalty: 6337.367676
	Iteration 218Q: 3 clusters Score -4.58117e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -45811724.000000 Penalty: 6337.367676
	Iteration 219Q: 3 clusters Score -4.581172e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176939 members 
Mstep: Class 2 contains 177025 members 
Entering Unmasked Estep 
Score: -45811680.000000 Penalty: 6337.367676
	Iteration 220F: 3 clusters Score -4.581168e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177008 members 
Mstep: Class 2 contains 176956 members 
Entering Unmasked Estep 
Score: -45811712.000000 Penalty: 6337.367676
	Iteration 221Q: 3 clusters Score -4.581171e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -45811680.000000 Penalty: 6337.367676
	Iteration 222Q: 3 clusters Score -4.581168e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 176824 members 
Entering Unmasked Estep 
Score: -45811752.000000 Penalty: 6337.367676
	Iteration 223Q: 3 clusters Score -4.581175e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177228 members 
Mstep: Class 2 contains 176736 members 
Entering Unmasked Estep 
Score: -45811784.000000 Penalty: 6337.367676
	Iteration 224Q: 3 clusters Score -4.581178e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -45811716.000000 Penalty: 6337.367676
	Iteration 225Q: 3 clusters Score -4.581172e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 176563 members 
Entering Unmasked Estep 
Score: -45811740.000000 Penalty: 6337.367676
	Iteration 226Q: 3 clusters Score -4.581174e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 176494 members 
Entering Unmasked Estep 
Score: -45811824.000000 Penalty: 6337.367676
	Iteration 227Q: 3 clusters Score -4.581182e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -45811836.000000 Penalty: 6337.367676
	Iteration 228Q: 3 clusters Score -4.581184e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 176390 members 
Entering Unmasked Estep 
Score: -45811880.000000 Penalty: 6337.367676
	Iteration 229Q: 3 clusters Score -4.581188e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177598 members 
Mstep: Class 2 contains 176366 members 
Entering Unmasked Estep 
Score: -45811860.000000 Penalty: 6337.367676
	Iteration 230Q: 3 clusters Score -4.581186e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -45811792.000000 Penalty: 6337.367676
	Iteration 231Q: 3 clusters Score -4.581179e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177614 members 
Mstep: Class 2 contains 176350 members 
Entering Unmasked Estep 
Score: -45811816.000000 Penalty: 6337.367676
	Iteration 232Q: 3 clusters Score -4.581182e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -45811776.000000 Penalty: 6337.367676
	Iteration 233Q: 3 clusters Score -4.581178e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -45811760.000000 Penalty: 6337.367676
	Iteration 234Q: 3 clusters Score -4.581176e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177583 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -45811840.000000 Penalty: 6337.367676
	Iteration 235Q: 3 clusters Score -4.581184e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 176391 members 
Entering Unmasked Estep 
Score: -45811868.000000 Penalty: 6337.367676
	Iteration 236Q: 3 clusters Score -4.581187e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 176396 members 
Entering Unmasked Estep 
Score: -45811812.000000 Penalty: 6337.367676
	Iteration 237Q: 3 clusters Score -4.581181e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -45811820.000000 Penalty: 6337.367676
	Iteration 238Q: 3 clusters Score -4.581182e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -45811856.000000 Penalty: 6337.367676
	Iteration 239Q: 3 clusters Score -4.581186e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -45811848.000000 Penalty: 6337.367676
	Iteration 240F: 3 clusters Score -4.581185e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 176430 members 
Entering Unmasked Estep 
Score: -45811880.000000 Penalty: 6337.367676
	Iteration 241Q: 3 clusters Score -4.581188e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177515 members 
Mstep: Class 2 contains 176449 members 
Entering Unmasked Estep 
Score: -45811796.000000 Penalty: 6337.367676
	Iteration 242Q: 3 clusters Score -4.58118e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 176451 members 
Entering Unmasked Estep 
Score: -45811832.000000 Penalty: 6337.367676
	Iteration 243Q: 3 clusters Score -4.581183e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -45811868.000000 Penalty: 6337.367676
	Iteration 244Q: 3 clusters Score -4.581187e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -45811808.000000 Penalty: 6337.367676
	Iteration 245Q: 3 clusters Score -4.581181e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Mstep: Class 2 contains 176447 members 
Entering Unmasked Estep 
Score: -45811856.000000 Penalty: 6337.367676
	Iteration 246Q: 3 clusters Score -4.581186e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 176451 members 
Entering Unmasked Estep 
Score: -45811836.000000 Penalty: 6337.367676
	Iteration 247Q: 3 clusters Score -4.581184e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -45811812.000000 Penalty: 6337.367676
	Iteration 248Q: 3 clusters Score -4.581181e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177504 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -45811880.000000 Penalty: 6337.367676
	Iteration 249Q: 3 clusters Score -4.581188e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177520 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -45811804.000000 Penalty: 6337.367676
	Iteration 250Q: 3 clusters Score -4.58118e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177516 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -45811880.000000 Penalty: 6337.367676
	Iteration 251Q: 3 clusters Score -4.581188e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -45811808.000000 Penalty: 6337.367676
	Iteration 252Q: 3 clusters Score -4.581181e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Mstep: Class 2 contains 176466 members 
Entering Unmasked Estep 
Score: -45811808.000000 Penalty: 6337.367676
	Iteration 253Q: 3 clusters Score -4.581181e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177478 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -45811776.000000 Penalty: 6337.367676
	Iteration 254Q: 3 clusters Score -4.581178e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177452 members 
Mstep: Class 2 contains 176512 members 
Entering Unmasked Estep 
Score: -45811844.000000 Penalty: 6337.367676
	Iteration 255Q: 3 clusters Score -4.581184e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -45811788.000000 Penalty: 6337.367676
	Iteration 256Q: 3 clusters Score -4.581179e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 176555 members 
Entering Unmasked Estep 
Score: -45811836.000000 Penalty: 6337.367676
	Iteration 257Q: 3 clusters Score -4.581184e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177402 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -45811832.000000 Penalty: 6337.367676
	Iteration 258Q: 3 clusters Score -4.581183e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 176555 members 
Entering Unmasked Estep 
Score: -45811872.000000 Penalty: 6337.367676
	Iteration 259Q: 3 clusters Score -4.581187e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -45811884.000000 Penalty: 6337.367676
	Iteration 260F: 3 clusters Score -4.581188e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177431 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -45811848.000000 Penalty: 6337.367676
	Iteration 261Q: 3 clusters Score -4.581185e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -45811836.000000 Penalty: 6337.367676
	Iteration 262Q: 3 clusters Score -4.581184e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -45811800.000000 Penalty: 6337.367676
	Iteration 263Q: 3 clusters Score -4.58118e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177379 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -45811804.000000 Penalty: 6337.367676
	Iteration 264Q: 3 clusters Score -4.58118e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -45811780.000000 Penalty: 6337.367676
	Iteration 265Q: 3 clusters Score -4.581178e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -45811860.000000 Penalty: 6337.367676
	Iteration 266Q: 3 clusters Score -4.581186e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -45811820.000000 Penalty: 6337.367676
	Iteration 267Q: 3 clusters Score -4.581182e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 176669 members 
Entering Unmasked Estep 
Score: -45811796.000000 Penalty: 6337.367676
	Iteration 268Q: 3 clusters Score -4.58118e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 176656 members 
Entering Unmasked Estep 
Score: -45811768.000000 Penalty: 6337.367676
	Iteration 269Q: 3 clusters Score -4.581177e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -45811808.000000 Penalty: 6337.367676
	Iteration 270Q: 3 clusters Score -4.581181e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -45811876.000000 Penalty: 6337.367676
	Iteration 271Q: 3 clusters Score -4.581188e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -45811924.000000 Penalty: 6337.367676
	Iteration 272Q: 3 clusters Score -4.581192e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -45811920.000000 Penalty: 6337.367676
	Iteration 273Q: 3 clusters Score -4.581192e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177432 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -45811900.000000 Penalty: 6337.367676
	Iteration 274Q: 3 clusters Score -4.58119e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177435 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -45811940.000000 Penalty: 6337.367676
	Iteration 275Q: 3 clusters Score -4.581194e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 176522 members 
Entering Unmasked Estep 
Score: -45811940.000000 Penalty: 6337.367676
	Iteration 276Q: 3 clusters Score -4.581194e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -45812020.000000 Penalty: 6337.367676
	Iteration 277Q: 3 clusters Score -4.581202e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 176514 members 
Entering Unmasked Estep 
Score: -45812076.000000 Penalty: 6337.367676
	Iteration 278Q: 3 clusters Score -4.581208e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -45812072.000000 Penalty: 6337.367676
	Iteration 279Q: 3 clusters Score -4.581207e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177380 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -45812012.000000 Penalty: 6337.367676
	Iteration 280F: 3 clusters Score -4.581201e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177360 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -45811992.000000 Penalty: 6337.367676
	Iteration 281Q: 3 clusters Score -4.581199e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -45812052.000000 Penalty: 6337.367676
	Iteration 282Q: 3 clusters Score -4.581205e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177248 members 
Mstep: Class 2 contains 176716 members 
Entering Unmasked Estep 
Score: -45812008.000000 Penalty: 6337.367676
	Iteration 283Q: 3 clusters Score -4.581201e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177190 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -45812008.000000 Penalty: 6337.367676
	Iteration 284Q: 3 clusters Score -4.581201e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177159 members 
Mstep: Class 2 contains 176805 members 
Entering Unmasked Estep 
Score: -45811976.000000 Penalty: 6337.367676
	Iteration 285Q: 3 clusters Score -4.581198e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177118 members 
Mstep: Class 2 contains 176846 members 
Entering Unmasked Estep 
Score: -45812020.000000 Penalty: 6337.367676
	Iteration 286Q: 3 clusters Score -4.581202e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -45811996.000000 Penalty: 6337.367676
	Iteration 287Q: 3 clusters Score -4.5812e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177068 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -45811848.000000 Penalty: 6337.367676
	Iteration 288Q: 3 clusters Score -4.581185e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177009 members 
Mstep: Class 2 contains 176955 members 
Entering Unmasked Estep 
Score: -45811856.000000 Penalty: 6337.367676
	Iteration 289Q: 3 clusters Score -4.581186e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -45811888.000000 Penalty: 6337.367676
	Iteration 290Q: 3 clusters Score -4.581189e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -45811872.000000 Penalty: 6337.367676
	Iteration 291Q: 3 clusters Score -4.581187e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -45811824.000000 Penalty: 6337.367676
	Iteration 292Q: 3 clusters Score -4.581182e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -45811852.000000 Penalty: 6337.367676
	Iteration 293Q: 3 clusters Score -4.581185e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176767 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -45811868.000000 Penalty: 6337.367676
	Iteration 294Q: 3 clusters Score -4.581187e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -45811920.000000 Penalty: 6337.367676
	Iteration 295Q: 3 clusters Score -4.581192e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176698 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -45811952.000000 Penalty: 6337.367676
	Iteration 296Q: 3 clusters Score -4.581195e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -45811916.000000 Penalty: 6337.367676
	Iteration 297Q: 3 clusters Score -4.581192e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -45811928.000000 Penalty: 6337.367676
	Iteration 298Q: 3 clusters Score -4.581193e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -45811900.000000 Penalty: 6337.367676
	Iteration 299Q: 3 clusters Score -4.58119e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -45811960.000000 Penalty: 6337.367676
	Iteration 300F: 3 clusters Score -4.581196e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -45812120.000000 Penalty: 6337.367676
	Iteration 301Q: 3 clusters Score -4.581212e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Mstep: Class 2 contains 177160 members 
Entering Unmasked Estep 
Score: -45812180.000000 Penalty: 6337.367676
	Iteration 302Q: 3 clusters Score -4.581218e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -45812228.000000 Penalty: 6337.367676
	Iteration 303Q: 3 clusters Score -4.581223e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -45812216.000000 Penalty: 6337.367676
	Iteration 304Q: 3 clusters Score -4.581222e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176811 members 
Mstep: Class 2 contains 177153 members 
Entering Unmasked Estep 
Score: -45812324.000000 Penalty: 6337.367676
	Iteration 305Q: 3 clusters Score -4.581232e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176780 members 
Mstep: Class 2 contains 177184 members 
Entering Unmasked Estep 
Score: -45812200.000000 Penalty: 6337.367676
	Iteration 306Q: 3 clusters Score -4.58122e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176749 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -45812296.000000 Penalty: 6337.367676
	Iteration 307Q: 3 clusters Score -4.58123e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -45812404.000000 Penalty: 6337.367676
	Iteration 308Q: 3 clusters Score -4.58124e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -45812532.000000 Penalty: 6337.367676
	Iteration 309Q: 3 clusters Score -4.581253e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176638 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -45812516.000000 Penalty: 6337.367676
	Iteration 310Q: 3 clusters Score -4.581252e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 177304 members 
Entering Unmasked Estep 
Score: -45812552.000000 Penalty: 6337.367676
	Iteration 311Q: 3 clusters Score -4.581255e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -45812512.000000 Penalty: 6337.367676
	Iteration 312Q: 3 clusters Score -4.581251e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 177267 members 
Entering Unmasked Estep 
Score: -45812564.000000 Penalty: 6337.367676
	Iteration 313Q: 3 clusters Score -4.581256e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -45812576.000000 Penalty: 6337.367676
	Iteration 314Q: 3 clusters Score -4.581258e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176731 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -45812656.000000 Penalty: 6337.367676
	Iteration 315Q: 3 clusters Score -4.581266e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -45812644.000000 Penalty: 6337.367676
	Iteration 316Q: 3 clusters Score -4.581264e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 177223 members 
Entering Unmasked Estep 
Score: -45812664.000000 Penalty: 6337.367676
	Iteration 317Q: 3 clusters Score -4.581266e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176731 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -45812576.000000 Penalty: 6337.367676
	Iteration 318Q: 3 clusters Score -4.581258e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 177237 members 
Entering Unmasked Estep 
Score: -45812524.000000 Penalty: 6337.367676
	Iteration 319Q: 3 clusters Score -4.581252e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176710 members 
Mstep: Class 2 contains 177254 members 
Entering Unmasked Estep 
Score: -45812504.000000 Penalty: 6337.367676
	Iteration 320F: 3 clusters Score -4.58125e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -45812640.000000 Penalty: 6337.367676
	Iteration 321Q: 3 clusters Score -4.581264e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -45812704.000000 Penalty: 6337.367676
	Iteration 322Q: 3 clusters Score -4.58127e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176699 members 
Mstep: Class 2 contains 177265 members 
Entering Unmasked Estep 
Score: -45812748.000000 Penalty: 6337.367676
	Iteration 323Q: 3 clusters Score -4.581275e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 177322 members 
Entering Unmasked Estep 
Score: -45812748.000000 Penalty: 6337.367676
	Iteration 324Q: 3 clusters Score -4.581275e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176649 members 
Mstep: Class 2 contains 177315 members 
Entering Unmasked Estep 
Score: -45812772.000000 Penalty: 6337.367676
	Iteration 325Q: 3 clusters Score -4.581277e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -45812788.000000 Penalty: 6337.367676
	Iteration 326Q: 3 clusters Score -4.581279e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 177386 members 
Entering Unmasked Estep 
Score: -45812840.000000 Penalty: 6337.367676
	Iteration 327Q: 3 clusters Score -4.581284e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176557 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -45812860.000000 Penalty: 6337.367676
	Iteration 328Q: 3 clusters Score -4.581286e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176558 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -45812824.000000 Penalty: 6337.367676
	Iteration 329Q: 3 clusters Score -4.581282e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176566 members 
Mstep: Class 2 contains 177398 members 
Entering Unmasked Estep 
Score: -45812868.000000 Penalty: 6337.367676
	Iteration 330Q: 3 clusters Score -4.581287e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176625 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -45812904.000000 Penalty: 6337.367676
	Iteration 331Q: 3 clusters Score -4.58129e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 177258 members 
Entering Unmasked Estep 
Score: -45813032.000000 Penalty: 6337.367676
	Iteration 332Q: 3 clusters Score -4.581303e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -45813048.000000 Penalty: 6337.367676
	Iteration 333Q: 3 clusters Score -4.581305e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -45813096.000000 Penalty: 6337.367676
	Iteration 334Q: 3 clusters Score -4.58131e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176884 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -45813088.000000 Penalty: 6337.367676
	Iteration 335Q: 3 clusters Score -4.581309e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176941 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -45813056.000000 Penalty: 6337.367676
	Iteration 336Q: 3 clusters Score -4.581306e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -45813092.000000 Penalty: 6337.367676
	Iteration 337Q: 3 clusters Score -4.581309e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -45813200.000000 Penalty: 6337.367676
	Iteration 338Q: 3 clusters Score -4.58132e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -45813220.000000 Penalty: 6337.367676
	Iteration 339Q: 3 clusters Score -4.581322e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 176858 members 
Entering Unmasked Estep 
Score: -45813292.000000 Penalty: 6337.367676
	Iteration 340F: 3 clusters Score -4.581329e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177132 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -45813304.000000 Penalty: 6337.367676
	Iteration 341Q: 3 clusters Score -4.58133e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -45813292.000000 Penalty: 6337.367676
	Iteration 342Q: 3 clusters Score -4.581329e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -45813224.000000 Penalty: 6337.367676
	Iteration 343Q: 3 clusters Score -4.581322e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -45813260.000000 Penalty: 6337.367676
	Iteration 344Q: 3 clusters Score -4.581326e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 176397 members 
Entering Unmasked Estep 
Score: -45813404.000000 Penalty: 6337.367676
	Iteration 345Q: 3 clusters Score -4.58134e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 176290 members 
Entering Unmasked Estep 
Score: -45813412.000000 Penalty: 6337.367676
	Iteration 346Q: 3 clusters Score -4.581341e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -45813472.000000 Penalty: 6337.367676
	Iteration 347Q: 3 clusters Score -4.581347e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177831 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -45813620.000000 Penalty: 6337.367676
	Iteration 348Q: 3 clusters Score -4.581362e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177898 members 
Mstep: Class 2 contains 176066 members 
Entering Unmasked Estep 
Score: -45813692.000000 Penalty: 6337.367676
	Iteration 349Q: 3 clusters Score -4.581369e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -45813724.000000 Penalty: 6337.367676
	Iteration 350Q: 3 clusters Score -4.581372e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 175939 members 
Entering Unmasked Estep 
Score: -45813772.000000 Penalty: 6337.367676
	Iteration 351Q: 3 clusters Score -4.581377e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -45813768.000000 Penalty: 6337.367676
	Iteration 352Q: 3 clusters Score -4.581377e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178215 members 
Mstep: Class 2 contains 175749 members 
Entering Unmasked Estep 
Score: -45813796.000000 Penalty: 6337.367676
	Iteration 353Q: 3 clusters Score -4.58138e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178265 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -45813752.000000 Penalty: 6337.367676
	Iteration 354Q: 3 clusters Score -4.581375e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 175659 members 
Entering Unmasked Estep 
Score: -45813792.000000 Penalty: 6337.367676
	Iteration 355Q: 3 clusters Score -4.581379e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178315 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -45813800.000000 Penalty: 6337.367676
	Iteration 356Q: 3 clusters Score -4.58138e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -45813860.000000 Penalty: 6337.367676
	Iteration 357Q: 3 clusters Score -4.581386e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178309 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -45814024.000000 Penalty: 6337.367676
	Iteration 358Q: 3 clusters Score -4.581402e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -45814100.000000 Penalty: 6337.367676
	Iteration 359Q: 3 clusters Score -4.58141e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -45814108.000000 Penalty: 6337.367676
	Iteration 360F: 3 clusters Score -4.581411e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -45814092.000000 Penalty: 6337.367676
	Iteration 361Q: 3 clusters Score -4.581409e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178298 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -45814064.000000 Penalty: 6337.367676
	Iteration 362Q: 3 clusters Score -4.581406e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178253 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -45814112.000000 Penalty: 6337.367676
	Iteration 363Q: 3 clusters Score -4.581411e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178231 members 
Mstep: Class 2 contains 175733 members 
Entering Unmasked Estep 
Score: -45814216.000000 Penalty: 6337.367676
	Iteration 364Q: 3 clusters Score -4.581422e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -45814260.000000 Penalty: 6337.367676
	Iteration 365Q: 3 clusters Score -4.581426e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -45814304.000000 Penalty: 6337.367676
	Iteration 366Q: 3 clusters Score -4.58143e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -45814156.000000 Penalty: 6337.367676
	Iteration 367Q: 3 clusters Score -4.581416e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -45814228.000000 Penalty: 6337.367676
	Iteration 368Q: 3 clusters Score -4.581423e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177855 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -45814212.000000 Penalty: 6337.367676
	Iteration 369Q: 3 clusters Score -4.581421e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 176153 members 
Entering Unmasked Estep 
Score: -45814204.000000 Penalty: 6337.367676
	Iteration 370Q: 3 clusters Score -4.58142e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -45814220.000000 Penalty: 6337.367676
	Iteration 371Q: 3 clusters Score -4.581422e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177701 members 
Mstep: Class 2 contains 176263 members 
Entering Unmasked Estep 
Score: -45814268.000000 Penalty: 6337.367676
	Iteration 372Q: 3 clusters Score -4.581427e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 176326 members 
Entering Unmasked Estep 
Score: -45814300.000000 Penalty: 6337.367676
	Iteration 373Q: 3 clusters Score -4.58143e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -45814336.000000 Penalty: 6337.367676
	Iteration 374Q: 3 clusters Score -4.581434e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177516 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -45814280.000000 Penalty: 6337.367676
	Iteration 375Q: 3 clusters Score -4.581428e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -45814332.000000 Penalty: 6337.367676
	Iteration 376Q: 3 clusters Score -4.581433e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177349 members 
Mstep: Class 2 contains 176615 members 
Entering Unmasked Estep 
Score: -45814400.000000 Penalty: 6337.367676
	Iteration 377Q: 3 clusters Score -4.58144e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177241 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -45814380.000000 Penalty: 6337.367676
	Iteration 378Q: 3 clusters Score -4.581438e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177122 members 
Mstep: Class 2 contains 176842 members 
Entering Unmasked Estep 
Score: -45814364.000000 Penalty: 6337.367676
	Iteration 379Q: 3 clusters Score -4.581436e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176984 members 
Mstep: Class 2 contains 176980 members 
Entering Unmasked Estep 
Score: -45814376.000000 Penalty: 6337.367676
	Iteration 380F: 3 clusters Score -4.581438e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176860 members 
Mstep: Class 2 contains 177104 members 
Entering Unmasked Estep 
Score: -45814444.000000 Penalty: 6337.367676
	Iteration 381Q: 3 clusters Score -4.581444e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -45814356.000000 Penalty: 6337.367676
	Iteration 382Q: 3 clusters Score -4.581436e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 177372 members 
Entering Unmasked Estep 
Score: -45814344.000000 Penalty: 6337.367676
	Iteration 383Q: 3 clusters Score -4.581434e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176449 members 
Mstep: Class 2 contains 177515 members 
Entering Unmasked Estep 
Score: -45814200.000000 Penalty: 6337.367676
	Iteration 384Q: 3 clusters Score -4.58142e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -45814204.000000 Penalty: 6337.367676
	Iteration 385Q: 3 clusters Score -4.58142e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -45814284.000000 Penalty: 6337.367676
	Iteration 386Q: 3 clusters Score -4.581428e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -45814188.000000 Penalty: 6337.367676
	Iteration 387Q: 3 clusters Score -4.581419e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -45814180.000000 Penalty: 6337.367676
	Iteration 388Q: 3 clusters Score -4.581418e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175838 members 
Mstep: Class 2 contains 178126 members 
Entering Unmasked Estep 
Score: -45814108.000000 Penalty: 6337.367676
	Iteration 389Q: 3 clusters Score -4.581411e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 178298 members 
Entering Unmasked Estep 
Score: -45814172.000000 Penalty: 6337.367676
	Iteration 390Q: 3 clusters Score -4.581417e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175479 members 
Mstep: Class 2 contains 178485 members 
Entering Unmasked Estep 
Score: -45814232.000000 Penalty: 6337.367676
	Iteration 391Q: 3 clusters Score -4.581423e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -45814268.000000 Penalty: 6337.367676
	Iteration 392Q: 3 clusters Score -4.581427e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175124 members 
Mstep: Class 2 contains 178840 members 
Entering Unmasked Estep 
Score: -45814400.000000 Penalty: 6337.367676
	Iteration 393Q: 3 clusters Score -4.58144e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 179025 members 
Entering Unmasked Estep 
Score: -45814340.000000 Penalty: 6337.367676
	Iteration 394Q: 3 clusters Score -4.581434e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 179219 members 
Entering Unmasked Estep 
Score: -45814364.000000 Penalty: 6337.367676
	Iteration 395Q: 3 clusters Score -4.581436e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 179381 members 
Entering Unmasked Estep 
Score: -45814484.000000 Penalty: 6337.367676
	Iteration 396Q: 3 clusters Score -4.581448e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 179542 members 
Entering Unmasked Estep 
Score: -45814516.000000 Penalty: 6337.367676
	Iteration 397Q: 3 clusters Score -4.581452e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -45814596.000000 Penalty: 6337.367676
	Iteration 398Q: 3 clusters Score -4.58146e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174155 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -45814620.000000 Penalty: 6337.367676
	Iteration 399Q: 3 clusters Score -4.581462e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174051 members 
Mstep: Class 2 contains 179913 members 
Entering Unmasked Estep 
Score: -45814512.000000 Penalty: 6337.367676
	Iteration 400F: 3 clusters Score -4.581451e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 180002 members 
Entering Unmasked Estep 
Score: -45814420.000000 Penalty: 6337.367676
	Iteration 401Q: 3 clusters Score -4.581442e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 180096 members 
Entering Unmasked Estep 
Score: -45814484.000000 Penalty: 6337.367676
	Iteration 402Q: 3 clusters Score -4.581448e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 180182 members 
Entering Unmasked Estep 
Score: -45814572.000000 Penalty: 6337.367676
	Iteration 403Q: 3 clusters Score -4.581457e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -45814564.000000 Penalty: 6337.367676
	Iteration 404Q: 3 clusters Score -4.581456e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 180363 members 
Entering Unmasked Estep 
Score: -45814596.000000 Penalty: 6337.367676
	Iteration 405Q: 3 clusters Score -4.58146e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -45814568.000000 Penalty: 6337.367676
	Iteration 406Q: 3 clusters Score -4.581457e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -45814560.000000 Penalty: 6337.367676
	Iteration 407Q: 3 clusters Score -4.581456e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 180561 members 
Entering Unmasked Estep 
Score: -45814548.000000 Penalty: 6337.367676
	Iteration 408Q: 3 clusters Score -4.581455e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 180590 members 
Entering Unmasked Estep 
Score: -45814620.000000 Penalty: 6337.367676
	Iteration 409Q: 3 clusters Score -4.581462e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 180637 members 
Entering Unmasked Estep 
Score: -45814688.000000 Penalty: 6337.367676
	Iteration 410Q: 3 clusters Score -4.581469e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -45814800.000000 Penalty: 6337.367676
	Iteration 411Q: 3 clusters Score -4.58148e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 180621 members 
Entering Unmasked Estep 
Score: -45814824.000000 Penalty: 6337.367676
	Iteration 412Q: 3 clusters Score -4.581482e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
Score: -45814744.000000 Penalty: 6337.367676
	Iteration 413Q: 3 clusters Score -4.581474e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -4.581471e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 180619 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -4.581472e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -45814680.000000 Penalty: 6337.367676
	Iteration 416Q: 3 clusters Score -4.581468e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 180687 members 
Entering Unmasked Estep 
Score: -45814656.000000 Penalty: 6337.367676
	Iteration 417Q: 3 clusters Score -4.581466e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173283 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -45814680.000000 Penalty: 6337.367676
	Iteration 418Q: 3 clusters Score -4.581468e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 180647 members 
Entering Unmasked Estep 
Score: -45814696.000000 Penalty: 6337.367676
	Iteration 419Q: 3 clusters Score -4.58147e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -45814776.000000 Penalty: 6337.367676
	Iteration 420F: 3 clusters Score -4.581478e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Mstep: Class 2 contains 180463 members 
Entering Unmasked Estep 
Score: -45814892.000000 Penalty: 6337.367676
	Iteration 421Q: 3 clusters Score -4.581489e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -45814780.000000 Penalty: 6337.367676
	Iteration 422Q: 3 clusters Score -4.581478e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 180284 members 
Entering Unmasked Estep 
Score: -45814740.000000 Penalty: 6337.367676
	Iteration 423Q: 3 clusters Score -4.581474e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 180179 members 
Entering Unmasked Estep 
Score: -45814764.000000 Penalty: 6337.367676
	Iteration 424Q: 3 clusters Score -4.581476e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 180057 members 
Entering Unmasked Estep 
Score: -45814816.000000 Penalty: 6337.367676
	Iteration 425Q: 3 clusters Score -4.581482e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 179929 members 
Entering Unmasked Estep 
Score: -45814804.000000 Penalty: 6337.367676
	Iteration 426Q: 3 clusters Score -4.58148e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 179795 members 
Entering Unmasked Estep 
Score: -45814816.000000 Penalty: 6337.367676
	Iteration 427Q: 3 clusters Score -4.581482e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 179641 members 
Entering Unmasked Estep 
Score: -45814824.000000 Penalty: 6337.367676
	Iteration 428Q: 3 clusters Score -4.581482e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -45814820.000000 Penalty: 6337.367676
	Iteration 429Q: 3 clusters Score -4.581482e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 179375 members 
Entering Unmasked Estep 
Score: -45814808.000000 Penalty: 6337.367676
	Iteration 430Q: 3 clusters Score -4.581481e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 179222 members 
Entering Unmasked Estep 
Score: -45814772.000000 Penalty: 6337.367676
	Iteration 431Q: 3 clusters Score -4.581477e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -45814744.000000 Penalty: 6337.367676
	Iteration 432Q: 3 clusters Score -4.581474e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -45814700.000000 Penalty: 6337.367676
	Iteration 433Q: 3 clusters Score -4.58147e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175311 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -45814688.000000 Penalty: 6337.367676
	Iteration 434Q: 3 clusters Score -4.581469e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 178414 members 
Entering Unmasked Estep 
Score: -45814816.000000 Penalty: 6337.367676
	Iteration 435Q: 3 clusters Score -4.581482e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175798 members 
Mstep: Class 2 contains 178166 members 
Entering Unmasked Estep 
Score: -45814836.000000 Penalty: 6337.367676
	Iteration 436Q: 3 clusters Score -4.581484e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 177930 members 
Entering Unmasked Estep 
Score: -45814836.000000 Penalty: 6337.367676
	Iteration 437Q: 3 clusters Score -4.581484e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -45814872.000000 Penalty: 6337.367676
	Iteration 438Q: 3 clusters Score -4.581487e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -45814848.000000 Penalty: 6337.367676
	Iteration 439Q: 3 clusters Score -4.581485e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 177162 members 
Entering Unmasked Estep 
Score: -45814888.000000 Penalty: 6337.367676
	Iteration 440F: 3 clusters Score -4.581489e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177097 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -45814964.000000 Penalty: 6337.367676
	Iteration 441Q: 3 clusters Score -4.581496e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -45814940.000000 Penalty: 6337.367676
	Iteration 442Q: 3 clusters Score -4.581494e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177679 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -45814940.000000 Penalty: 6337.367676
	Iteration 443Q: 3 clusters Score -4.581494e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -45814868.000000 Penalty: 6337.367676
	Iteration 444Q: 3 clusters Score -4.581487e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178263 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -45814912.000000 Penalty: 6337.367676
	Iteration 445Q: 3 clusters Score -4.581491e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -45814984.000000 Penalty: 6337.367676
	Iteration 446Q: 3 clusters Score -4.581498e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178951 members 
Mstep: Class 2 contains 175013 members 
Entering Unmasked Estep 
Score: -45815060.000000 Penalty: 6337.367676
	Iteration 447Q: 3 clusters Score -4.581506e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179338 members 
Mstep: Class 2 contains 174626 members 
Entering Unmasked Estep 
Score: -45815124.000000 Penalty: 6337.367676
	Iteration 448Q: 3 clusters Score -4.581512e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -4.581526e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180158 members 
Mstep: Class 2 contains 173806 members 
Entering Unmasked Estep 
Score: -45815388.000000 Penalty: 6337.367676
	Iteration 450Q: 3 clusters Score -4.581539e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -45815324.000000 Penalty: 6337.367676
	Iteration 451Q: 3 clusters Score -4.581532e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181049 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -4.581544e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181521 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -45815356.000000 Penalty: 6337.367676
	Iteration 453Q: 3 clusters Score -4.581536e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -45815292.000000 Penalty: 6337.367676
	Iteration 454Q: 3 clusters Score -4.581529e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -45815156.000000 Penalty: 6337.367676
	Iteration 455Q: 3 clusters Score -4.581516e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -45815164.000000 Penalty: 6337.367676
	Iteration 456Q: 3 clusters Score -4.581516e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183534 members 
Mstep: Class 2 contains 170430 members 
Entering Unmasked Estep 
Score: -45815192.000000 Penalty: 6337.367676
	Iteration 457Q: 3 clusters Score -4.581519e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184050 members 
Mstep: Class 2 contains 169914 members 
Entering Unmasked Estep 
Score: -45815228.000000 Penalty: 6337.367676
	Iteration 458Q: 3 clusters Score -4.581523e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184570 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -45815368.000000 Penalty: 6337.367676
	Iteration 459Q: 3 clusters Score -4.581537e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185108 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -45815396.000000 Penalty: 6337.367676
	Iteration 460F: 3 clusters Score -4.58154e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185681 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -45815452.000000 Penalty: 6337.367676
	Iteration 461Q: 3 clusters Score -4.581545e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -45815540.000000 Penalty: 6337.367676
	Iteration 462Q: 3 clusters Score -4.581554e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186781 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -45815564.000000 Penalty: 6337.367676
	Iteration 463Q: 3 clusters Score -4.581556e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -45815476.000000 Penalty: 6337.367676
	Iteration 464Q: 3 clusters Score -4.581548e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187840 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -45815560.000000 Penalty: 6337.367676
	Iteration 465Q: 3 clusters Score -4.581556e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188341 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
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	Iteration 466Q: 3 clusters Score -4.581554e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188841 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -45815300.000000 Penalty: 6337.367676
	Iteration 467Q: 3 clusters Score -4.58153e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189352 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -45815232.000000 Penalty: 6337.367676
	Iteration 468Q: 3 clusters Score -4.581523e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189842 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -45815204.000000 Penalty: 6337.367676
	Iteration 469Q: 3 clusters Score -4.58152e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190311 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -45815328.000000 Penalty: 6337.367676
	Iteration 470Q: 3 clusters Score -4.581533e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190755 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -45815304.000000 Penalty: 6337.367676
	Iteration 471Q: 3 clusters Score -4.58153e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191213 members 
Mstep: Class 2 contains 162751 members 
Entering Unmasked Estep 
Score: -45815456.000000 Penalty: 6337.367676
	Iteration 472Q: 3 clusters Score -4.581546e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -45815412.000000 Penalty: 6337.367676
	Iteration 473Q: 3 clusters Score -4.581541e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191893 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -45815436.000000 Penalty: 6337.367676
	Iteration 474Q: 3 clusters Score -4.581544e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192172 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -45815460.000000 Penalty: 6337.367676
	Iteration 475Q: 3 clusters Score -4.581546e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192452 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -45815380.000000 Penalty: 6337.367676
	Iteration 476Q: 3 clusters Score -4.581538e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192673 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -45815332.000000 Penalty: 6337.367676
	Iteration 477Q: 3 clusters Score -4.581533e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192921 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -45815400.000000 Penalty: 6337.367676
	Iteration 478Q: 3 clusters Score -4.58154e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 160775 members 
Entering Unmasked Estep 
Score: -45815296.000000 Penalty: 6337.367676
	Iteration 479Q: 3 clusters Score -4.58153e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -45815276.000000 Penalty: 6337.367676
	Iteration 480F: 3 clusters Score -4.581528e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193763 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -45815236.000000 Penalty: 6337.367676
	Iteration 481Q: 3 clusters Score -4.581524e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -45815080.000000 Penalty: 6337.367676
	Iteration 482Q: 3 clusters Score -4.581508e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194284 members 
Mstep: Class 2 contains 159680 members 
Entering Unmasked Estep 
Score: -45815044.000000 Penalty: 6337.367676
	Iteration 483Q: 3 clusters Score -4.581504e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194516 members 
Mstep: Class 2 contains 159448 members 
Entering Unmasked Estep 
Score: -45815004.000000 Penalty: 6337.367676
	Iteration 484Q: 3 clusters Score -4.5815e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194703 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -45814976.000000 Penalty: 6337.367676
	Iteration 485Q: 3 clusters Score -4.581498e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194913 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -45814964.000000 Penalty: 6337.367676
	Iteration 486Q: 3 clusters Score -4.581496e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -45814840.000000 Penalty: 6337.367676
	Iteration 487Q: 3 clusters Score -4.581484e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195301 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -45814788.000000 Penalty: 6337.367676
	Iteration 488Q: 3 clusters Score -4.581479e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195438 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -45814780.000000 Penalty: 6337.367676
	Iteration 489Q: 3 clusters Score -4.581478e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195575 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -45814736.000000 Penalty: 6337.367676
	Iteration 490Q: 3 clusters Score -4.581474e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195716 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -45814784.000000 Penalty: 6337.367676
	Iteration 491Q: 3 clusters Score -4.581478e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -45814984.000000 Penalty: 6337.367676
	Iteration 492Q: 3 clusters Score -4.581498e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195983 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -45814992.000000 Penalty: 6337.367676
	Iteration 493Q: 3 clusters Score -4.581499e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196142 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -45814988.000000 Penalty: 6337.367676
	Iteration 494Q: 3 clusters Score -4.581499e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -45814972.000000 Penalty: 6337.367676
	Iteration 495Q: 3 clusters Score -4.581497e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196254 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -45815092.000000 Penalty: 6337.367676
	Iteration 496Q: 3 clusters Score -4.581509e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196265 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -45815004.000000 Penalty: 6337.367676
	Iteration 497Q: 3 clusters Score -4.5815e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196275 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -45814976.000000 Penalty: 6337.367676
	Iteration 498Q: 3 clusters Score -4.581498e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196243 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -45815052.000000 Penalty: 6337.367676
	Iteration 499Q: 3 clusters Score -4.581505e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196208 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -45815116.000000 Penalty: 6337.367676
	Iteration 500F: 3 clusters Score -4.581512e+07 nChanged 767
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 28 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -80099.851562 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -80099.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78560.960938 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -78560.96 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79235.140625 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79235.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79493.726562 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79493.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79664.523438 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -79664.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79797.656250 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -79797.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79925.273438 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -79925.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -80066.507812 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80066.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80165.070312 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80165.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80245.281250 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80245.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80297.320312 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80297.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80330.460938 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80330.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80355.117188 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80355.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80380.601562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80396.625000 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80396.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80398.914062 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80398.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80398.914062 Penalty: 3270.149902
	Iteration 15F: 3 clusters Score -80398.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 256 members 
Entering Unmasked Estep 
Score: -104963120.000000 Penalty: 118401.421875
Splitting cluster 28 changes total score from -104964656.000000 to -104963120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -1391810.625000 Penalty: 2308.364258
	Iteration 0F: 2 clusters Score -1391811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1383528.875000 Penalty: 4616.728516
	Iteration 0F: 3 clusters Score -1383529 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1386252.000000 Penalty: 4616.728516
	Iteration 1F: 3 clusters Score -1386252 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1386730.500000 Penalty: 4616.728516
	Iteration 2F: 3 clusters Score -1386730 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1387094.500000 Penalty: 4616.728516
	Iteration 3F: 3 clusters Score -1387094 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1387400.500000 Penalty: 4616.728516
	Iteration 4F: 3 clusters Score -1387400 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1387667.375000 Penalty: 4616.728516
	Iteration 5Q: 3 clusters Score -1387667 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1387922.250000 Penalty: 4616.728516
	Iteration 6Q: 3 clusters Score -1387922 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1388206.125000 Penalty: 4616.728516
	Iteration 7Q: 3 clusters Score -1388206 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1388567.750000 Penalty: 4616.728516
	Iteration 8Q: 3 clusters Score -1388568 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1389007.750000 Penalty: 4616.728516
	Iteration 9Q: 3 clusters Score -1389008 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1389429.500000 Penalty: 4616.728516
	Iteration 10Q: 3 clusters Score -1389430 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1389802.500000 Penalty: 4616.728516
	Iteration 11Q: 3 clusters Score -1389802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1390152.125000 Penalty: 4616.728516
	Iteration 12Q: 3 clusters Score -1390152 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1390440.250000 Penalty: 4616.728516
	Iteration 13Q: 3 clusters Score -1390440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1390630.125000 Penalty: 4616.728516
	Iteration 14Q: 3 clusters Score -1390630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1390752.250000 Penalty: 4616.728516
	Iteration 15Q: 3 clusters Score -1390752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1390821.500000 Penalty: 4616.728516
	Iteration 16Q: 3 clusters Score -1390822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1390871.875000 Penalty: 4616.728516
	Iteration 17Q: 3 clusters Score -1390872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1390897.125000 Penalty: 4616.728516
	Iteration 18Q: 3 clusters Score -1390897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1390923.250000 Penalty: 4616.728516
	Iteration 19Q: 3 clusters Score -1390923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1390938.625000 Penalty: 4616.728516
	Iteration 20F: 3 clusters Score -1390939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1390954.125000 Penalty: 4616.728516
	Iteration 21Q: 3 clusters Score -1390954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1390964.000000 Penalty: 4616.728516
	Iteration 22Q: 3 clusters Score -1390964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1390970.000000 Penalty: 4616.728516
	Iteration 23Q: 3 clusters Score -1390970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1390981.000000 Penalty: 4616.728516
	Iteration 24Q: 3 clusters Score -1390981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1390985.750000 Penalty: 4616.728516
	Iteration 25Q: 3 clusters Score -1390986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1390993.125000 Penalty: 4616.728516
	Iteration 26Q: 3 clusters Score -1390993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1390996.000000 Penalty: 4616.728516
	Iteration 27Q: 3 clusters Score -1390996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1391001.875000 Penalty: 4616.728516
	Iteration 28Q: 3 clusters Score -1391002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1391004.125000 Penalty: 4616.728516
	Iteration 29Q: 3 clusters Score -1391004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1391007.250000 Penalty: 4616.728516
	Iteration 30Q: 3 clusters Score -1391007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1391010.125000 Penalty: 4616.728516
	Iteration 31Q: 3 clusters Score -1391010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1391016.375000 Penalty: 4616.728516
	Iteration 32Q: 3 clusters Score -1391016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1391019.125000 Penalty: 4616.728516
	Iteration 33Q: 3 clusters Score -1391019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1391021.375000 Penalty: 4616.728516
	Iteration 34Q: 3 clusters Score -1391021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1391021.250000 Penalty: 4616.728516
	Iteration 35Q: 3 clusters Score -1391021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1391021.500000 Penalty: 4616.728516
	Iteration 36Q: 3 clusters Score -1391022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1391024.625000 Penalty: 4616.728516
	Iteration 37Q: 3 clusters Score -1391025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1391023.750000 Penalty: 4616.728516
	Iteration 38Q: 3 clusters Score -1391024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1391024.625000 Penalty: 4616.728516
	Iteration 39Q: 3 clusters Score -1391025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1391025.000000 Penalty: 4616.728516
	Iteration 40F: 3 clusters Score -1391025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1391027.125000 Penalty: 4616.728516
	Iteration 41Q: 3 clusters Score -1391027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1391027.625000 Penalty: 4616.728516
	Iteration 42Q: 3 clusters Score -1391028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1391030.625000 Penalty: 4616.728516
	Iteration 43Q: 3 clusters Score -1391031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1391032.125000 Penalty: 4616.728516
	Iteration 44Q: 3 clusters Score -1391032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1391032.750000 Penalty: 4616.728516
	Iteration 45Q: 3 clusters Score -1391033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1391032.750000 Penalty: 4616.728516
	Iteration 46F: 3 clusters Score -1391033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Entering Unmasked Estep 
Score: -671417.000000 Penalty: 2157.686279
	Iteration 0F: 2 clusters Score -671417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -666311.812500 Penalty: 4315.372559
	Iteration 0F: 3 clusters Score -666311.8 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -667808.875000 Penalty: 4315.372559
	Iteration 1F: 3 clusters Score -667808.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -668176.500000 Penalty: 4315.372559
	Iteration 2F: 3 clusters Score -668176.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -668455.312500 Penalty: 4315.372559
	Iteration 3F: 3 clusters Score -668455.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -668676.437500 Penalty: 4315.372559
	Iteration 4F: 3 clusters Score -668676.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -668866.562500 Penalty: 4315.372559
	Iteration 5Q: 3 clusters Score -668866.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -669017.375000 Penalty: 4315.372559
	Iteration 6Q: 3 clusters Score -669017.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -669123.500000 Penalty: 4315.372559
	Iteration 7Q: 3 clusters Score -669123.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -669177.187500 Penalty: 4315.372559
	Iteration 8Q: 3 clusters Score -669177.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -669225.937500 Penalty: 4315.372559
	Iteration 9Q: 3 clusters Score -669225.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -669293.187500 Penalty: 4315.372559
	Iteration 10Q: 3 clusters Score -669293.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -669366.437500 Penalty: 4315.372559
	Iteration 11Q: 3 clusters Score -669366.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -669417.937500 Penalty: 4315.372559
	Iteration 12Q: 3 clusters Score -669417.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -669469.812500 Penalty: 4315.372559
	Iteration 13Q: 3 clusters Score -669469.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -669520.562500 Penalty: 4315.372559
	Iteration 14Q: 3 clusters Score -669520.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -669554.125000 Penalty: 4315.372559
	Iteration 15Q: 3 clusters Score -669554.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -669576.000000 Penalty: 4315.372559
	Iteration 16Q: 3 clusters Score -669576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -669588.937500 Penalty: 4315.372559
	Iteration 17Q: 3 clusters Score -669588.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -669603.687500 Penalty: 4315.372559
	Iteration 18Q: 3 clusters Score -669603.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -669627.125000 Penalty: 4315.372559
	Iteration 19Q: 3 clusters Score -669627.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -669649.312500 Penalty: 4315.372559
	Iteration 20F: 3 clusters Score -669649.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -669670.500000 Penalty: 4315.372559
	Iteration 21Q: 3 clusters Score -669670.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -669690.750000 Penalty: 4315.372559
	Iteration 22Q: 3 clusters Score -669690.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -669712.125000 Penalty: 4315.372559
	Iteration 23Q: 3 clusters Score -669712.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -669731.187500 Penalty: 4315.372559
	Iteration 24Q: 3 clusters Score -669731.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -669743.500000 Penalty: 4315.372559
	Iteration 25Q: 3 clusters Score -669743.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -669759.937500 Penalty: 4315.372559
	Iteration 26Q: 3 clusters Score -669759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -669770.812500 Penalty: 4315.372559
	Iteration 27Q: 3 clusters Score -669770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -669780.375000 Penalty: 4315.372559
	Iteration 28Q: 3 clusters Score -669780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -669784.000000 Penalty: 4315.372559
	Iteration 29Q: 3 clusters Score -669784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -669789.125000 Penalty: 4315.372559
	Iteration 30Q: 3 clusters Score -669789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -669792.375000 Penalty: 4315.372559
	Iteration 31Q: 3 clusters Score -669792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -669795.937500 Penalty: 4315.372559
	Iteration 32Q: 3 clusters Score -669795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -669798.375000 Penalty: 4315.372559
	Iteration 33Q: 3 clusters Score -669798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -669801.875000 Penalty: 4315.372559
	Iteration 34Q: 3 clusters Score -669801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -669805.812500 Penalty: 4315.372559
	Iteration 35Q: 3 clusters Score -669805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -669812.750000 Penalty: 4315.372559
	Iteration 36Q: 3 clusters Score -669812.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -669817.437500 Penalty: 4315.372559
	Iteration 37Q: 3 clusters Score -669817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -669820.937500 Penalty: 4315.372559
	Iteration 38Q: 3 clusters Score -669820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -669825.625000 Penalty: 4315.372559
	Iteration 39Q: 3 clusters Score -669825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -669828.750000 Penalty: 4315.372559
	Iteration 40F: 3 clusters Score -669828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -669832.625000 Penalty: 4315.372559
	Iteration 41Q: 3 clusters Score -669832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -669840.562500 Penalty: 4315.372559
	Iteration 42Q: 3 clusters Score -669840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -669844.812500 Penalty: 4315.372559
	Iteration 43Q: 3 clusters Score -669844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -669847.687500 Penalty: 4315.372559
	Iteration 44Q: 3 clusters Score -669847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -669849.500000 Penalty: 4315.372559
	Iteration 45Q: 3 clusters Score -669849.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -669852.562500 Penalty: 4315.372559
	Iteration 46Q: 3 clusters Score -669852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -669854.062500 Penalty: 4315.372559
	Iteration 47Q: 3 clusters Score -669854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -669857.187500 Penalty: 4315.372559
	Iteration 48Q: 3 clusters Score -669857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -669861.000000 Penalty: 4315.372559
	Iteration 49Q: 3 clusters Score -669861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -669864.187500 Penalty: 4315.372559
	Iteration 50Q: 3 clusters Score -669864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -669864.937500 Penalty: 4315.372559
	Iteration 51Q: 3 clusters Score -669864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -669866.500000 Penalty: 4315.372559
	Iteration 52Q: 3 clusters Score -669866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -669866.062500 Penalty: 4315.372559
	Iteration 53Q: 3 clusters Score -669866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -669866.062500 Penalty: 4315.372559
	Iteration 54F: 3 clusters Score -669866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -3148874.000000 Penalty: 2501.445801
	Iteration 0F: 2 clusters Score -3148874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3132171.000000 Penalty: 5002.891602
	Iteration 0F: 3 clusters Score -3132171 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3137857.500000 Penalty: 5002.891602
	Iteration 1F: 3 clusters Score -3137858 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3138268.750000 Penalty: 5002.891602
	Iteration 2Q: 3 clusters Score -3138269 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3138647.750000 Penalty: 5002.891602
	Iteration 3Q: 3 clusters Score -3138648 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3139006.000000 Penalty: 5002.891602
	Iteration 4Q: 3 clusters Score -3139006 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3139329.000000 Penalty: 5002.891602
	Iteration 5Q: 3 clusters Score -3139329 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3139687.750000 Penalty: 5002.891602
	Iteration 6Q: 3 clusters Score -3139688 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3140086.750000 Penalty: 5002.891602
	Iteration 7Q: 3 clusters Score -3140087 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3140547.000000 Penalty: 5002.891602
	Iteration 8Q: 3 clusters Score -3140547 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3141140.750000 Penalty: 5002.891602
	Iteration 9Q: 3 clusters Score -3141141 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3141931.750000 Penalty: 5002.891602
	Iteration 10Q: 3 clusters Score -3141932 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3142820.250000 Penalty: 5002.891602
	Iteration 11F: 3 clusters Score -3142820 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3143821.750000 Penalty: 5002.891602
	Iteration 12F: 3 clusters Score -3143822 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3144835.750000 Penalty: 5002.891602
	Iteration 13Q: 3 clusters Score -3144836 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3145597.750000 Penalty: 5002.891602
	Iteration 14Q: 3 clusters Score -3145598 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3146071.250000 Penalty: 5002.891602
	Iteration 15Q: 3 clusters Score -3146071 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3146324.000000 Penalty: 5002.891602
	Iteration 16Q: 3 clusters Score -3146324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3146454.500000 Penalty: 5002.891602
	Iteration 17Q: 3 clusters Score -3146454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3146524.500000 Penalty: 5002.891602
	Iteration 18Q: 3 clusters Score -3146524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3146594.500000 Penalty: 5002.891602
	Iteration 19Q: 3 clusters Score -3146594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3146630.000000 Penalty: 5002.891602
	Iteration 20F: 3 clusters Score -3146630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3146671.250000 Penalty: 5002.891602
	Iteration 21Q: 3 clusters Score -3146671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3146692.250000 Penalty: 5002.891602
	Iteration 22Q: 3 clusters Score -3146692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3146710.250000 Penalty: 5002.891602
	Iteration 23Q: 3 clusters Score -3146710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3146723.500000 Penalty: 5002.891602
	Iteration 24Q: 3 clusters Score -3146724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3146733.500000 Penalty: 5002.891602
	Iteration 25Q: 3 clusters Score -3146734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3146736.500000 Penalty: 5002.891602
	Iteration 26Q: 3 clusters Score -3146736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3146744.500000 Penalty: 5002.891602
	Iteration 27Q: 3 clusters Score -3146744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3146745.000000 Penalty: 5002.891602
	Iteration 28Q: 3 clusters Score -3146745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3146745.000000 Penalty: 5002.891602
	Iteration 29F: 3 clusters Score -3146745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -319037.343750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -319037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316043.906250 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -316043.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -316612.687500 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -316612.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316757.312500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -316757.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -316838.250000 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -316838.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -316892.656250 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -316892.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -316924.875000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -316924.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -316943.812500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -316943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -316958.687500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -316958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -316974.625000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -316974.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -316989.437500 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -316989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -317001.781250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -317001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -317011.156250 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -317011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -317016.531250 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -317016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -317022.031250 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -317022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -317027.125000 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -317027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -317029.781250 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -317029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -317035.375000 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -317035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -317039.968750 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -317040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -317046.750000 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -317046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -317049.031250 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -317049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -317050.968750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -317051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -317053.156250 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -317053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -317053.031250 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -317053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -317053.593750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -317053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -317054.937500 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -317054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -317055.125000 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -317055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -317056.812500 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -317056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -317059.937500 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -317059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -317062.687500 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -317062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -317065.750000 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -317065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -317066.937500 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -317066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -317067.593750 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -317067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -317068.406250 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -317068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -317069.843750 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -317069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317071.718750 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -317071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317073.968750 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -317074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -317077.125000 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -317077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -317078.468750 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -317078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317081.093750 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -317081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -317083.375000 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -317083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -317084.218750 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -317084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -317087.687500 Penalty: 3884.482178
	Iteration 41Q: 3 clusters Score -317087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -317090.500000 Penalty: 3884.482178
	Iteration 42Q: 3 clusters Score -317090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -317094.093750 Penalty: 3884.482178
	Iteration 43Q: 3 clusters Score -317094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -317094.406250 Penalty: 3884.482178
	Iteration 44Q: 3 clusters Score -317094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -317096.656250 Penalty: 3884.482178
	Iteration 45Q: 3 clusters Score -317096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -317099.093750 Penalty: 3884.482178
	Iteration 46Q: 3 clusters Score -317099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -317102.687500 Penalty: 3884.482178
	Iteration 47Q: 3 clusters Score -317102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -317104.343750 Penalty: 3884.482178
	Iteration 48Q: 3 clusters Score -317104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -317105.437500 Penalty: 3884.482178
	Iteration 49Q: 3 clusters Score -317105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -317108.437500 Penalty: 3884.482178
	Iteration 50Q: 3 clusters Score -317108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -317109.937500 Penalty: 3884.482178
	Iteration 51Q: 3 clusters Score -317109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -317111.468750 Penalty: 3884.482178
	Iteration 52Q: 3 clusters Score -317111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -317112.468750 Penalty: 3884.482178
	Iteration 53Q: 3 clusters Score -317112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -317114.062500 Penalty: 3884.482178
	Iteration 54Q: 3 clusters Score -317114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -317115.437500 Penalty: 3884.482178
	Iteration 55Q: 3 clusters Score -317115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -317115.437500 Penalty: 3884.482178
	Iteration 56Q: 3 clusters Score -317115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -317116.437500 Penalty: 3884.482178
	Iteration 57Q: 3 clusters Score -317116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -317117.593750 Penalty: 3884.482178
	Iteration 58Q: 3 clusters Score -317117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -317118.812500 Penalty: 3884.482178
	Iteration 59Q: 3 clusters Score -317118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -317119.781250 Penalty: 3884.482178
	Iteration 60F: 3 clusters Score -317119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -317121.406250 Penalty: 3884.482178
	Iteration 61Q: 3 clusters Score -317121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -317122.343750 Penalty: 3884.482178
	Iteration 62Q: 3 clusters Score -317122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -317124.062500 Penalty: 3884.482178
	Iteration 63Q: 3 clusters Score -317124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -317125.750000 Penalty: 3884.482178
	Iteration 64Q: 3 clusters Score -317125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -317128.625000 Penalty: 3884.482178
	Iteration 65Q: 3 clusters Score -317128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -317131.468750 Penalty: 3884.482178
	Iteration 66Q: 3 clusters Score -317131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -317135.343750 Penalty: 3884.482178
	Iteration 67Q: 3 clusters Score -317135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -317137.843750 Penalty: 3884.482178
	Iteration 68Q: 3 clusters Score -317137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -317139.500000 Penalty: 3884.482178
	Iteration 69Q: 3 clusters Score -317139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -317141.156250 Penalty: 3884.482178
	Iteration 70Q: 3 clusters Score -317141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -317143.437500 Penalty: 3884.482178
	Iteration 71Q: 3 clusters Score -317143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -317143.843750 Penalty: 3884.482178
	Iteration 72Q: 3 clusters Score -317143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -317144.218750 Penalty: 3884.482178
	Iteration 73Q: 3 clusters Score -317144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -317143.968750 Penalty: 3884.482178
	Iteration 74Q: 3 clusters Score -317144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -317143.968750 Penalty: 3884.482178
	Iteration 75F: 3 clusters Score -317144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -78427.617188 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -78427.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76814.773438 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -76814.77 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77450.953125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77450.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78091.515625 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78091.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78578.445312 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78578.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78938.484375 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78938.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79076.617188 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -79076.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79132.039062 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -79132.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79215.429688 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -79215.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -79352.109375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -79352.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79375.109375 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -79375.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79375.109375 Penalty: 3245.780273
	Iteration 10F: 3 clusters Score -79375.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 176 members 
Entering Unmasked Estep 
Score: -104963784.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104964656.000000 to -104963784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36473.527344 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36473.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35246.855469 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -35246.86 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35679.292969 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35679.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35907.789062 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -35907.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36063.691406 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -36063.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36186.113281 Penalty: 2943.707520
	Iteration 4F: 3 clusters Score -36186.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36226.906250 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36226.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36304.207031 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36304.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36411.558594 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36411.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36518.773438 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36518.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36599.406250 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -36599.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36624.386719 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -36624.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36636.777344 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -36636.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36652.335938 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -36652.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36655.300781 Penalty: 2943.707520
	Iteration 13F: 3 clusters Score -36655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36671.820312 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -36671.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36697.535156 Penalty: 2943.707520
	Iteration 15Q: 3 clusters Score -36697.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36697.535156 Penalty: 2943.707520
	Iteration 16F: 3 clusters Score -36697.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 99 members 
Entering Unmasked Estep 
Score: -104962904.000000 Penalty: 118401.421875
Splitting cluster 34 changes total score from -104964656.000000 to -104962904.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 28533 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353964 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 24016 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 115018.523438
Iteration 119Q: 35 clusters Score -1.049646e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 44713 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 19656 members 
Mstep: Class 12 contains 24080 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 36783 members 
Mstep: Class 17 contains 48094 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4750 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35626 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353982 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11028 members 
Mstep: Class 30 contains 6020 members 
Mstep: Class 31 contains 24025 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964712.000000 Penalty: 115018.523438
Iteration 120F: 35 clusters Score -1.049647e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 28518 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 19618 members 
Mstep: Class 12 contains 24080 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 36824 members 
Mstep: Class 17 contains 48091 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8582 members 
Mstep: Class 21 contains 4750 members 
Mstep: Class 22 contains 10137 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35643 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353984 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11029 members 
Mstep: Class 30 contains 6028 members 
Mstep: Class 31 contains 24037 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964696.000000 Penalty: 115018.523438
Iteration 121Q: 35 clusters Score -1.049647e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 44675 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 28516 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 44116 members 
Mstep: Class 11 contains 19593 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 36859 members 
Mstep: Class 17 contains 48084 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35655 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353988 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 6034 members 
Mstep: Class 31 contains 24054 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964656.000000 Penalty: 115018.523438
Iteration 122Q: 35 clusters Score -1.049647e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 44646 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 14459 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 28516 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 44116 members 
Mstep: Class 11 contains 19562 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 36905 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 10123 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 7715 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353997 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11029 members 
Mstep: Class 30 contains 6045 members 
Mstep: Class 31 contains 24064 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 123Q: 35 clusters Score -1.049645e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44616 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34027 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 44117 members 
Mstep: Class 11 contains 19540 members 
Mstep: Class 12 contains 24087 members 
Mstep: Class 13 contains 11156 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 36948 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4750 members 
Mstep: Class 22 contains 10111 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 7715 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353996 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 24074 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 124Q: 35 clusters Score -1.049645e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44589 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 14454 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34029 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 44119 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 24092 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 36989 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35686 members 
Mstep: Class 25 contains 7714 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353990 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 6057 members 
Mstep: Class 31 contains 24083 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 125Q: 35 clusters Score -1.049646e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 44560 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 28512 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 44122 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 24094 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 37040 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 7714 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353991 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 6064 members 
Mstep: Class 31 contains 24087 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964488.000000 Penalty: 115018.523438
Iteration 126Q: 35 clusters Score -1.049645e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 44535 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 14450 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34031 members 
Mstep: Class 9 contains 4054 members 
Mstep: Class 10 contains 44125 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 24095 members 
Mstep: Class 13 contains 11154 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 37086 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35700 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 353997 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11032 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 24090 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964472.000000 Penalty: 115018.523438
Iteration 127Q: 35 clusters Score -1.049645e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44510 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 14446 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34032 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 44129 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 24095 members 
Mstep: Class 13 contains 11153 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 37116 members 
Mstep: Class 17 contains 48079 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35708 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354001 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11031 members 
Mstep: Class 30 contains 6073 members 
Mstep: Class 31 contains 24097 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964384.000000 Penalty: 115018.523438
Iteration 128Q: 35 clusters Score -1.049644e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44493 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 14439 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 28507 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34029 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 44131 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 24096 members 
Mstep: Class 13 contains 11153 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 37138 members 
Mstep: Class 17 contains 48080 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35712 members 
Mstep: Class 25 contains 7714 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354007 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 6076 members 
Mstep: Class 31 contains 24106 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964312.000000 Penalty: 115018.523438
Iteration 129Q: 35 clusters Score -1.049643e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 44470 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 14431 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 28505 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 4048 members 
Mstep: Class 10 contains 44134 members 
Mstep: Class 11 contains 19397 members 
Mstep: Class 12 contains 24097 members 
Mstep: Class 13 contains 11152 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 37178 members 
Mstep: Class 17 contains 48076 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35726 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354010 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 24114 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964288.000000 Penalty: 115018.523438
Iteration 130Q: 35 clusters Score -1.049643e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 44433 members 
Mstep: Class 3 contains 6366 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 28501 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 37214 members 
Mstep: Class 17 contains 48071 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35724 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354029 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 6084 members 
Mstep: Class 31 contains 24127 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964344.000000 Penalty: 115018.523438
Iteration 131Q: 35 clusters Score -1.049643e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 44389 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34032 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 24105 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 37253 members 
Mstep: Class 17 contains 48065 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21334 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 35723 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354043 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 24139 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964344.000000 Penalty: 115018.523438
Iteration 132Q: 35 clusters Score -1.049643e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 44346 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 34035 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 44137 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 24110 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 37287 members 
Mstep: Class 17 contains 48065 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21337 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35728 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354041 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 24162 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964328.000000 Penalty: 115018.523438
Iteration 133Q: 35 clusters Score -1.049643e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 44314 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14409 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 28505 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 34037 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 37323 members 
Mstep: Class 17 contains 48061 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21339 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35732 members 
Mstep: Class 25 contains 7710 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354036 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 6086 members 
Mstep: Class 31 contains 24178 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964400.000000 Penalty: 115018.523438
Iteration 134Q: 35 clusters Score -1.049644e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14407 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34036 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 37351 members 
Mstep: Class 17 contains 48059 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21336 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10050 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35728 members 
Mstep: Class 25 contains 7710 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354045 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 6086 members 
Mstep: Class 31 contains 24193 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964456.000000 Penalty: 115018.523438
Iteration 135Q: 35 clusters Score -1.049645e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 44266 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14403 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34033 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44141 members 
Mstep: Class 11 contains 19303 members 
Mstep: Class 12 contains 24116 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 37375 members 
Mstep: Class 17 contains 48058 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21336 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10048 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35734 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354044 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 24209 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964400.000000 Penalty: 115018.523438
Iteration 136Q: 35 clusters Score -1.049644e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 28512 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34028 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 19294 members 
Mstep: Class 12 contains 24121 members 
Mstep: Class 13 contains 11150 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 37392 members 
Mstep: Class 17 contains 48056 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21337 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10047 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35737 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354041 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 6086 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 137Q: 35 clusters Score -1.049645e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44210 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 28509 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 24123 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 37419 members 
Mstep: Class 17 contains 48054 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21339 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10046 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35739 members 
Mstep: Class 25 contains 7707 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354056 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 24237 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 138Q: 35 clusters Score -1.049645e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 44182 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14393 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 24134 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 37440 members 
Mstep: Class 17 contains 48053 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21341 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10041 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35744 members 
Mstep: Class 25 contains 7705 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354066 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11037 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 24241 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 139Q: 35 clusters Score -1.049646e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 28495 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 37452 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21344 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35747 members 
Mstep: Class 25 contains 7704 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354079 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 24244 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 140F: 35 clusters Score -1.049646e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 28491 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 19258 members 
Mstep: Class 12 contains 24142 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 37469 members 
Mstep: Class 17 contains 48051 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 35750 members 
Mstep: Class 25 contains 7703 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354091 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 24249 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 115018.523438
Iteration 141Q: 35 clusters Score -1.049646e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14384 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 28483 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 24144 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 37479 members 
Mstep: Class 17 contains 48051 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21344 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35751 members 
Mstep: Class 25 contains 7702 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354105 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 24263 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964488.000000 Penalty: 115018.523438
Iteration 142Q: 35 clusters Score -1.049645e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 44109 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 28478 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 34008 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19235 members 
Mstep: Class 12 contains 24144 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 37493 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35749 members 
Mstep: Class 25 contains 7701 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354119 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 24276 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 143Q: 35 clusters Score -1.049646e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44095 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 34006 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 24146 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 37515 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21345 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35752 members 
Mstep: Class 25 contains 7698 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354132 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 24282 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 144Q: 35 clusters Score -1.049645e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 44081 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 28458 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 34007 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19211 members 
Mstep: Class 12 contains 24148 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 48038 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21347 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35757 members 
Mstep: Class 25 contains 7698 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354148 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24288 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 145Q: 35 clusters Score -1.049645e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44074 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 28451 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 34004 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 24147 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37540 members 
Mstep: Class 17 contains 48037 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21348 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35759 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354161 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24291 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 115018.523438
Iteration 146Q: 35 clusters Score -1.049645e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 44061 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14379 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28446 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33999 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19193 members 
Mstep: Class 12 contains 24149 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37555 members 
Mstep: Class 17 contains 48037 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21350 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35766 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354167 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24293 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 115018.523438
Iteration 147Q: 35 clusters Score -1.049646e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 44053 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14378 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28443 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33997 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 48037 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21350 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35767 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354172 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24294 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964448.000000 Penalty: 115018.523438
Iteration 148Q: 35 clusters Score -1.049644e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 44045 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14375 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28443 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33995 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19176 members 
Mstep: Class 12 contains 24154 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21344 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35773 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354177 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24294 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 149Q: 35 clusters Score -1.049645e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44037 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14375 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28440 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33995 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 24155 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37588 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10032 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35776 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354178 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24295 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 150Q: 35 clusters Score -1.049646e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44029 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28438 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33996 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19158 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11480 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37597 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35782 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354187 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24295 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 151Q: 35 clusters Score -1.049645e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44021 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 28435 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33996 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19147 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 37610 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35783 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354194 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 24300 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 152Q: 35 clusters Score -1.049644e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44011 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 28434 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 33995 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 19131 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37623 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35783 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354202 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 24304 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 153Q: 35 clusters Score -1.049644e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43997 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14369 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 28434 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34000 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 12 contains 24157 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11485 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 37639 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35787 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354197 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 24310 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964536.000000 Penalty: 115018.523438
Iteration 154Q: 35 clusters Score -1.049645e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43984 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14366 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 28434 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34006 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 12 contains 24159 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 37655 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21341 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35790 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354188 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 24317 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 155Q: 35 clusters Score -1.049644e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 14369 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 28432 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 24158 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 37667 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35792 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354183 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24322 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964424.000000 Penalty: 115018.523438
Iteration 156Q: 35 clusters Score -1.049644e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43966 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 24160 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37676 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35792 members 
Mstep: Class 25 contains 7691 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354187 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 24326 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964400.000000 Penalty: 115018.523438
Iteration 157Q: 35 clusters Score -1.049644e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43954 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 28420 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 19081 members 
Mstep: Class 12 contains 24160 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37695 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35791 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354190 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24331 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964432.000000 Penalty: 115018.523438
Iteration 158Q: 35 clusters Score -1.049644e+08 nChanged 62
Entering ConstructFrom: 
Score: -104964432.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -603339.062500 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -603339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -598374.250000 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -598374.2 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -599806.375000 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -599806.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -600279.687500 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -600279.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -600626.125000 Penalty: 4284.621094
	Iteration 3F: 3 clusters Score -600626.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -600909.937500 Penalty: 4284.621094
	Iteration 4F: 3 clusters Score -600909.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -601140.625000 Penalty: 4284.621094
	Iteration 5F: 3 clusters Score -601140.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -601318.187500 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -601318.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -601450.437500 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -601450.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -601563.500000 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -601563.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -601642.250000 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -601642.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -601693.312500 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -601693.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -601728.312500 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -601728.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -601759.750000 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -601759.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -601790.000000 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -601790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -601815.625000 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -601815.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -601837.000000 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -601837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -601851.375000 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -601851.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -601861.187500 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -601861.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -601871.125000 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -601871.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -601877.312500 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -601877.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -601882.125000 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -601882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -601884.312500 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -601884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -601889.625000 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -601889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -601892.375000 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -601892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -601895.812500 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -601895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -601899.125000 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -601899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -601900.437500 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -601900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -601900.625000 Penalty: 4284.621094
	Iteration 27Q: 3 clusters Score -601900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -601901.937500 Penalty: 4284.621094
	Iteration 28Q: 3 clusters Score -601901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -601903.375000 Penalty: 4284.621094
	Iteration 29Q: 3 clusters Score -601903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -601907.062500 Penalty: 4284.621094
	Iteration 30Q: 3 clusters Score -601907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -601906.062500 Penalty: 4284.621094
	Iteration 31Q: 3 clusters Score -601906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -601907.125000 Penalty: 4284.621094
	Iteration 32Q: 3 clusters Score -601907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -601908.062500 Penalty: 4284.621094
	Iteration 33Q: 3 clusters Score -601908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -601908.937500 Penalty: 4284.621094
	Iteration 34Q: 3 clusters Score -601908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -601909.437500 Penalty: 4284.621094
	Iteration 35Q: 3 clusters Score -601909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -601911.750000 Penalty: 4284.621094
	Iteration 36Q: 3 clusters Score -601911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -601911.125000 Penalty: 4284.621094
	Iteration 37Q: 3 clusters Score -601911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -601912.875000 Penalty: 4284.621094
	Iteration 38Q: 3 clusters Score -601912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -601913.312500 Penalty: 4284.621094
	Iteration 39Q: 3 clusters Score -601913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -601912.937500 Penalty: 4284.621094
	Iteration 40F: 3 clusters Score -601912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -601913.812500 Penalty: 4284.621094
	Iteration 41Q: 3 clusters Score -601913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -601915.312500 Penalty: 4284.621094
	Iteration 42Q: 3 clusters Score -601915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -601915.562500 Penalty: 4284.621094
	Iteration 43Q: 3 clusters Score -601915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -601916.875000 Penalty: 4284.621094
	Iteration 44Q: 3 clusters Score -601916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -601919.562500 Penalty: 4284.621094
	Iteration 45Q: 3 clusters Score -601919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -601923.250000 Penalty: 4284.621094
	Iteration 46Q: 3 clusters Score -601923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -601923.000000 Penalty: 4284.621094
	Iteration 47Q: 3 clusters Score -601923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -601924.937500 Penalty: 4284.621094
	Iteration 48Q: 3 clusters Score -601924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -601925.500000 Penalty: 4284.621094
	Iteration 49Q: 3 clusters Score -601925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -601925.187500 Penalty: 4284.621094
	Iteration 50Q: 3 clusters Score -601925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -601923.812500 Penalty: 4284.621094
	Iteration 51Q: 3 clusters Score -601923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -601926.687500 Penalty: 4284.621094
	Iteration 52Q: 3 clusters Score -601926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -601927.000000 Penalty: 4284.621094
	Iteration 53Q: 3 clusters Score -601927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -601928.937500 Penalty: 4284.621094
	Iteration 54Q: 3 clusters Score -601928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -601930.125000 Penalty: 4284.621094
	Iteration 55Q: 3 clusters Score -601930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -601928.875000 Penalty: 4284.621094
	Iteration 56Q: 3 clusters Score -601928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -601929.500000 Penalty: 4284.621094
	Iteration 57Q: 3 clusters Score -601929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -601930.437500 Penalty: 4284.621094
	Iteration 58Q: 3 clusters Score -601930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -601931.750000 Penalty: 4284.621094
	Iteration 59Q: 3 clusters Score -601931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -601931.875000 Penalty: 4284.621094
	Iteration 60F: 3 clusters Score -601931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -601932.500000 Penalty: 4284.621094
	Iteration 61Q: 3 clusters Score -601932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -601934.000000 Penalty: 4284.621094
	Iteration 62Q: 3 clusters Score -601934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -601936.375000 Penalty: 4284.621094
	Iteration 63Q: 3 clusters Score -601936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -601938.000000 Penalty: 4284.621094
	Iteration 64Q: 3 clusters Score -601938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -601941.000000 Penalty: 4284.621094
	Iteration 65Q: 3 clusters Score -601941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -601942.500000 Penalty: 4284.621094
	Iteration 66Q: 3 clusters Score -601942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -601944.750000 Penalty: 4284.621094
	Iteration 67Q: 3 clusters Score -601944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -601945.812500 Penalty: 4284.621094
	Iteration 68Q: 3 clusters Score -601945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -601946.250000 Penalty: 4284.621094
	Iteration 69Q: 3 clusters Score -601946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -601946.250000 Penalty: 4284.621094
	Iteration 70F: 3 clusters Score -601946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Entering Unmasked Estep 
Score: -5479787.000000 Penalty: 2651.246826
	Iteration 0F: 2 clusters Score -5479787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5450092.000000 Penalty: 5302.493652
	Iteration 0F: 3 clusters Score -5450092 nChanged 20183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5461239.500000 Penalty: 5302.493652
	Iteration 1F: 3 clusters Score -5461240 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5461871.500000 Penalty: 5302.493652
	Iteration 2Q: 3 clusters Score -5461872 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5462635.500000 Penalty: 5302.493652
	Iteration 3Q: 3 clusters Score -5462636 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5463737.000000 Penalty: 5302.493652
	Iteration 4Q: 3 clusters Score -5463737 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5465281.500000 Penalty: 5302.493652
	Iteration 5F: 3 clusters Score -5465282 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5467243.500000 Penalty: 5302.493652
	Iteration 6F: 3 clusters Score -5467244 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5469257.000000 Penalty: 5302.493652
	Iteration 7F: 3 clusters Score -5469257 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5471004.000000 Penalty: 5302.493652
	Iteration 8F: 3 clusters Score -5471004 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5472321.000000 Penalty: 5302.493652
	Iteration 9F: 3 clusters Score -5472321 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5473381.000000 Penalty: 5302.493652
	Iteration 10Q: 3 clusters Score -5473381 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5474101.000000 Penalty: 5302.493652
	Iteration 11Q: 3 clusters Score -5474101 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5474604.500000 Penalty: 5302.493652
	Iteration 12Q: 3 clusters Score -5474604 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5474998.000000 Penalty: 5302.493652
	Iteration 13Q: 3 clusters Score -5474998 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -5475233.500000 Penalty: 5302.493652
	Iteration 14Q: 3 clusters Score -5475234 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5475375.000000 Penalty: 5302.493652
	Iteration 15Q: 3 clusters Score -5475375 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5475458.500000 Penalty: 5302.493652
	Iteration 16Q: 3 clusters Score -5475458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5475527.500000 Penalty: 5302.493652
	Iteration 17Q: 3 clusters Score -5475528 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5475624.500000 Penalty: 5302.493652
	Iteration 18Q: 3 clusters Score -5475624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5475682.000000 Penalty: 5302.493652
	Iteration 19Q: 3 clusters Score -5475682 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5475738.000000 Penalty: 5302.493652
	Iteration 20F: 3 clusters Score -5475738 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5475809.500000 Penalty: 5302.493652
	Iteration 21Q: 3 clusters Score -5475810 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5475860.000000 Penalty: 5302.493652
	Iteration 22Q: 3 clusters Score -5475860 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5475971.500000 Penalty: 5302.493652
	Iteration 23Q: 3 clusters Score -5475972 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -5476025.500000 Penalty: 5302.493652
	Iteration 24Q: 3 clusters Score -5476026 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -5476111.500000 Penalty: 5302.493652
	Iteration 25Q: 3 clusters Score -5476112 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -5476187.500000 Penalty: 5302.493652
	Iteration 26Q: 3 clusters Score -5476188 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5476304.500000 Penalty: 5302.493652
	Iteration 27Q: 3 clusters Score -5476304 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -5476382.500000 Penalty: 5302.493652
	Iteration 28Q: 3 clusters Score -5476382 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5476452.500000 Penalty: 5302.493652
	Iteration 29Q: 3 clusters Score -5476452 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -5476503.500000 Penalty: 5302.493652
	Iteration 30Q: 3 clusters Score -5476504 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5476589.000000 Penalty: 5302.493652
	Iteration 31Q: 3 clusters Score -5476589 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5476651.500000 Penalty: 5302.493652
	Iteration 32Q: 3 clusters Score -5476652 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5476707.000000 Penalty: 5302.493652
	Iteration 33Q: 3 clusters Score -5476707 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5476777.000000 Penalty: 5302.493652
	Iteration 34Q: 3 clusters Score -5476777 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5476825.000000 Penalty: 5302.493652
	Iteration 35Q: 3 clusters Score -5476825 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -5476865.500000 Penalty: 5302.493652
	Iteration 36Q: 3 clusters Score -5476866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5476926.000000 Penalty: 5302.493652
	Iteration 37Q: 3 clusters Score -5476926 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5476955.500000 Penalty: 5302.493652
	Iteration 38Q: 3 clusters Score -5476956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -5477016.000000 Penalty: 5302.493652
	Iteration 39Q: 3 clusters Score -5477016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5477051.500000 Penalty: 5302.493652
	Iteration 40F: 3 clusters Score -5477052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5477096.500000 Penalty: 5302.493652
	Iteration 41Q: 3 clusters Score -5477096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5477141.500000 Penalty: 5302.493652
	Iteration 42Q: 3 clusters Score -5477142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -5477162.500000 Penalty: 5302.493652
	Iteration 43Q: 3 clusters Score -5477162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5477197.500000 Penalty: 5302.493652
	Iteration 44Q: 3 clusters Score -5477198 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5477235.500000 Penalty: 5302.493652
	Iteration 45Q: 3 clusters Score -5477236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5477244.500000 Penalty: 5302.493652
	Iteration 46Q: 3 clusters Score -5477244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5477279.000000 Penalty: 5302.493652
	Iteration 47Q: 3 clusters Score -5477279 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -5477320.500000 Penalty: 5302.493652
	Iteration 48Q: 3 clusters Score -5477320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5477375.500000 Penalty: 5302.493652
	Iteration 49Q: 3 clusters Score -5477376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5477398.500000 Penalty: 5302.493652
	Iteration 50Q: 3 clusters Score -5477398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5477405.000000 Penalty: 5302.493652
	Iteration 51Q: 3 clusters Score -5477405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5477421.500000 Penalty: 5302.493652
	Iteration 52Q: 3 clusters Score -5477422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5477436.000000 Penalty: 5302.493652
	Iteration 53Q: 3 clusters Score -5477436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5477461.500000 Penalty: 5302.493652
	Iteration 54Q: 3 clusters Score -5477462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5477455.500000 Penalty: 5302.493652
	Iteration 55Q: 3 clusters Score -5477456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5477473.500000 Penalty: 5302.493652
	Iteration 56Q: 3 clusters Score -5477474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -5477489.000000 Penalty: 5302.493652
	Iteration 57Q: 3 clusters Score -5477489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5477503.500000 Penalty: 5302.493652
	Iteration 58Q: 3 clusters Score -5477504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5477517.500000 Penalty: 5302.493652
	Iteration 59Q: 3 clusters Score -5477518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5477539.000000 Penalty: 5302.493652
	Iteration 60F: 3 clusters Score -5477539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5477551.000000 Penalty: 5302.493652
	Iteration 61Q: 3 clusters Score -5477551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5477565.000000 Penalty: 5302.493652
	Iteration 62Q: 3 clusters Score -5477565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5477582.000000 Penalty: 5302.493652
	Iteration 63Q: 3 clusters Score -5477582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5477591.500000 Penalty: 5302.493652
	Iteration 64Q: 3 clusters Score -5477592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5477592.000000 Penalty: 5302.493652
	Iteration 65Q: 3 clusters Score -5477592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5477586.000000 Penalty: 5302.493652
	Iteration 66Q: 3 clusters Score -5477586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5477594.500000 Penalty: 5302.493652
	Iteration 67Q: 3 clusters Score -5477594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5477609.500000 Penalty: 5302.493652
	Iteration 68Q: 3 clusters Score -5477610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5477593.500000 Penalty: 5302.493652
	Iteration 69Q: 3 clusters Score -5477594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5477641.500000 Penalty: 5302.493652
	Iteration 70Q: 3 clusters Score -5477642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5477641.000000 Penalty: 5302.493652
	Iteration 71Q: 3 clusters Score -5477641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5477658.000000 Penalty: 5302.493652
	Iteration 72Q: 3 clusters Score -5477658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5477663.500000 Penalty: 5302.493652
	Iteration 73Q: 3 clusters Score -5477664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5477688.000000 Penalty: 5302.493652
	Iteration 74Q: 3 clusters Score -5477688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5477689.000000 Penalty: 5302.493652
	Iteration 75Q: 3 clusters Score -5477689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5477700.500000 Penalty: 5302.493652
	Iteration 76Q: 3 clusters Score -5477700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5477706.000000 Penalty: 5302.493652
	Iteration 77Q: 3 clusters Score -5477706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5477720.000000 Penalty: 5302.493652
	Iteration 78Q: 3 clusters Score -5477720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5477725.500000 Penalty: 5302.493652
	Iteration 79Q: 3 clusters Score -5477726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5477732.500000 Penalty: 5302.493652
	Iteration 80F: 3 clusters Score -5477732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5477737.500000 Penalty: 5302.493652
	Iteration 81Q: 3 clusters Score -5477738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5477756.000000 Penalty: 5302.493652
	Iteration 82Q: 3 clusters Score -5477756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5477762.000000 Penalty: 5302.493652
	Iteration 83Q: 3 clusters Score -5477762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5477760.000000 Penalty: 5302.493652
	Iteration 84Q: 3 clusters Score -5477760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5477756.500000 Penalty: 5302.493652
	Iteration 85Q: 3 clusters Score -5477756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5477756.500000 Penalty: 5302.493652
	Iteration 86Q: 3 clusters Score -5477756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5477765.000000 Penalty: 5302.493652
	Iteration 87Q: 3 clusters Score -5477765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5477772.000000 Penalty: 5302.493652
	Iteration 88Q: 3 clusters Score -5477772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5477777.000000 Penalty: 5302.493652
	Iteration 89Q: 3 clusters Score -5477777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5477775.500000 Penalty: 5302.493652
	Iteration 90Q: 3 clusters Score -5477776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5477771.500000 Penalty: 5302.493652
	Iteration 91Q: 3 clusters Score -5477772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5477775.500000 Penalty: 5302.493652
	Iteration 92Q: 3 clusters Score -5477776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5477788.500000 Penalty: 5302.493652
	Iteration 93Q: 3 clusters Score -5477788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5477787.000000 Penalty: 5302.493652
	Iteration 94Q: 3 clusters Score -5477787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5477793.000000 Penalty: 5302.493652
	Iteration 95Q: 3 clusters Score -5477793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5477792.500000 Penalty: 5302.493652
	Iteration 96Q: 3 clusters Score -5477792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5477784.000000 Penalty: 5302.493652
	Iteration 97Q: 3 clusters Score -5477784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5477786.500000 Penalty: 5302.493652
	Iteration 98Q: 3 clusters Score -5477786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5477790.500000 Penalty: 5302.493652
	Iteration 99Q: 3 clusters Score -5477790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5477789.500000 Penalty: 5302.493652
	Iteration 100F: 3 clusters Score -5477790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5477791.500000 Penalty: 5302.493652
	Iteration 101Q: 3 clusters Score -5477792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5477802.500000 Penalty: 5302.493652
	Iteration 102Q: 3 clusters Score -5477802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5477810.500000 Penalty: 5302.493652
	Iteration 103Q: 3 clusters Score -5477810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5477815.000000 Penalty: 5302.493652
	Iteration 104Q: 3 clusters Score -5477815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5477820.500000 Penalty: 5302.493652
	Iteration 105Q: 3 clusters Score -5477820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5477823.500000 Penalty: 5302.493652
	Iteration 106Q: 3 clusters Score -5477824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5477817.000000 Penalty: 5302.493652
	Iteration 107Q: 3 clusters Score -5477817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5477816.500000 Penalty: 5302.493652
	Iteration 108Q: 3 clusters Score -5477816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5477812.500000 Penalty: 5302.493652
	Iteration 109Q: 3 clusters Score -5477812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5477814.000000 Penalty: 5302.493652
	Iteration 110Q: 3 clusters Score -5477814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5477815.000000 Penalty: 5302.493652
	Iteration 111Q: 3 clusters Score -5477815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5477815.500000 Penalty: 5302.493652
	Iteration 112Q: 3 clusters Score -5477816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5477817.500000 Penalty: 5302.493652
	Iteration 113Q: 3 clusters Score -5477818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5477819.500000 Penalty: 5302.493652
	Iteration 114Q: 3 clusters Score -5477820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5477819.500000 Penalty: 5302.493652
	Iteration 115F: 3 clusters Score -5477820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -784004.125000 Penalty: 2171.891357
	Iteration 0F: 2 clusters Score -784004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -778633.000000 Penalty: 4343.782715
	Iteration 0F: 3 clusters Score -778633 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -780041.375000 Penalty: 4343.782715
	Iteration 1F: 3 clusters Score -780041.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -780306.187500 Penalty: 4343.782715
	Iteration 2F: 3 clusters Score -780306.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -780475.375000 Penalty: 4343.782715
	Iteration 3F: 3 clusters Score -780475.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -780566.125000 Penalty: 4343.782715
	Iteration 4Q: 3 clusters Score -780566.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -780632.562500 Penalty: 4343.782715
	Iteration 5Q: 3 clusters Score -780632.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -780677.625000 Penalty: 4343.782715
	Iteration 6Q: 3 clusters Score -780677.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -780714.250000 Penalty: 4343.782715
	Iteration 7Q: 3 clusters Score -780714.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -780748.875000 Penalty: 4343.782715
	Iteration 8Q: 3 clusters Score -780748.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -780780.250000 Penalty: 4343.782715
	Iteration 9Q: 3 clusters Score -780780.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -780804.000000 Penalty: 4343.782715
	Iteration 10Q: 3 clusters Score -780804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -780826.187500 Penalty: 4343.782715
	Iteration 11Q: 3 clusters Score -780826.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -780843.562500 Penalty: 4343.782715
	Iteration 12Q: 3 clusters Score -780843.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -780858.500000 Penalty: 4343.782715
	Iteration 13Q: 3 clusters Score -780858.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -780871.937500 Penalty: 4343.782715
	Iteration 14Q: 3 clusters Score -780871.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -780881.500000 Penalty: 4343.782715
	Iteration 15Q: 3 clusters Score -780881.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -780891.312500 Penalty: 4343.782715
	Iteration 16Q: 3 clusters Score -780891.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -780902.812500 Penalty: 4343.782715
	Iteration 17Q: 3 clusters Score -780902.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -780913.437500 Penalty: 4343.782715
	Iteration 18Q: 3 clusters Score -780913.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -780923.750000 Penalty: 4343.782715
	Iteration 19Q: 3 clusters Score -780923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -780932.937500 Penalty: 4343.782715
	Iteration 20F: 3 clusters Score -780932.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -780941.125000 Penalty: 4343.782715
	Iteration 21Q: 3 clusters Score -780941.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -780953.687500 Penalty: 4343.782715
	Iteration 22Q: 3 clusters Score -780953.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -780965.875000 Penalty: 4343.782715
	Iteration 23Q: 3 clusters Score -780965.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -780977.937500 Penalty: 4343.782715
	Iteration 24Q: 3 clusters Score -780977.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -780992.687500 Penalty: 4343.782715
	Iteration 25Q: 3 clusters Score -780992.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -781014.187500 Penalty: 4343.782715
	Iteration 26Q: 3 clusters Score -781014.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -781032.000000 Penalty: 4343.782715
	Iteration 27Q: 3 clusters Score -781032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -781049.125000 Penalty: 4343.782715
	Iteration 28Q: 3 clusters Score -781049.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -781063.750000 Penalty: 4343.782715
	Iteration 29Q: 3 clusters Score -781063.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -781081.375000 Penalty: 4343.782715
	Iteration 30Q: 3 clusters Score -781081.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -781099.875000 Penalty: 4343.782715
	Iteration 31Q: 3 clusters Score -781099.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -781121.125000 Penalty: 4343.782715
	Iteration 32Q: 3 clusters Score -781121.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -781139.125000 Penalty: 4343.782715
	Iteration 33Q: 3 clusters Score -781139.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -781153.562500 Penalty: 4343.782715
	Iteration 34Q: 3 clusters Score -781153.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -781165.875000 Penalty: 4343.782715
	Iteration 35Q: 3 clusters Score -781165.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -781180.750000 Penalty: 4343.782715
	Iteration 36Q: 3 clusters Score -781180.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -781194.562500 Penalty: 4343.782715
	Iteration 37Q: 3 clusters Score -781194.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -781206.437500 Penalty: 4343.782715
	Iteration 38Q: 3 clusters Score -781206.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -781220.062500 Penalty: 4343.782715
	Iteration 39Q: 3 clusters Score -781220.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -781233.812500 Penalty: 4343.782715
	Iteration 40F: 3 clusters Score -781233.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -781248.687500 Penalty: 4343.782715
	Iteration 41Q: 3 clusters Score -781248.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -781260.937500 Penalty: 4343.782715
	Iteration 42Q: 3 clusters Score -781260.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -781273.187500 Penalty: 4343.782715
	Iteration 43Q: 3 clusters Score -781273.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -781284.750000 Penalty: 4343.782715
	Iteration 44Q: 3 clusters Score -781284.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -781297.062500 Penalty: 4343.782715
	Iteration 45Q: 3 clusters Score -781297.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -781308.750000 Penalty: 4343.782715
	Iteration 46Q: 3 clusters Score -781308.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -781323.437500 Penalty: 4343.782715
	Iteration 47Q: 3 clusters Score -781323.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -781340.562500 Penalty: 4343.782715
	Iteration 48Q: 3 clusters Score -781340.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -781357.062500 Penalty: 4343.782715
	Iteration 49Q: 3 clusters Score -781357.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -781375.562500 Penalty: 4343.782715
	Iteration 50Q: 3 clusters Score -781375.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -781399.562500 Penalty: 4343.782715
	Iteration 51Q: 3 clusters Score -781399.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -781431.437500 Penalty: 4343.782715
	Iteration 52Q: 3 clusters Score -781431.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -781463.625000 Penalty: 4343.782715
	Iteration 53Q: 3 clusters Score -781463.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -781493.187500 Penalty: 4343.782715
	Iteration 54Q: 3 clusters Score -781493.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -781521.562500 Penalty: 4343.782715
	Iteration 55Q: 3 clusters Score -781521.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -781553.000000 Penalty: 4343.782715
	Iteration 56Q: 3 clusters Score -781553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -781587.062500 Penalty: 4343.782715
	Iteration 57Q: 3 clusters Score -781587.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -781617.750000 Penalty: 4343.782715
	Iteration 58Q: 3 clusters Score -781617.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -781641.937500 Penalty: 4343.782715
	Iteration 59Q: 3 clusters Score -781641.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -781666.375000 Penalty: 4343.782715
	Iteration 60F: 3 clusters Score -781666.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -781694.125000 Penalty: 4343.782715
	Iteration 61Q: 3 clusters Score -781694.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -781732.062500 Penalty: 4343.782715
	Iteration 62Q: 3 clusters Score -781732.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -781765.500000 Penalty: 4343.782715
	Iteration 63Q: 3 clusters Score -781765.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -781794.437500 Penalty: 4343.782715
	Iteration 64Q: 3 clusters Score -781794.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -781828.625000 Penalty: 4343.782715
	Iteration 65Q: 3 clusters Score -781828.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -781850.625000 Penalty: 4343.782715
	Iteration 66Q: 3 clusters Score -781850.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -781875.812500 Penalty: 4343.782715
	Iteration 67Q: 3 clusters Score -781875.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -781900.625000 Penalty: 4343.782715
	Iteration 68Q: 3 clusters Score -781900.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -781925.875000 Penalty: 4343.782715
	Iteration 69Q: 3 clusters Score -781925.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -781951.125000 Penalty: 4343.782715
	Iteration 70Q: 3 clusters Score -781951.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -781979.687500 Penalty: 4343.782715
	Iteration 71Q: 3 clusters Score -781979.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -782009.937500 Penalty: 4343.782715
	Iteration 72Q: 3 clusters Score -782009.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -782036.312500 Penalty: 4343.782715
	Iteration 73Q: 3 clusters Score -782036.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -782058.312500 Penalty: 4343.782715
	Iteration 74Q: 3 clusters Score -782058.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -782071.937500 Penalty: 4343.782715
	Iteration 75Q: 3 clusters Score -782071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -782093.875000 Penalty: 4343.782715
	Iteration 76Q: 3 clusters Score -782093.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -782109.062500 Penalty: 4343.782715
	Iteration 77Q: 3 clusters Score -782109.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -782120.000000 Penalty: 4343.782715
	Iteration 78Q: 3 clusters Score -782120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -782127.625000 Penalty: 4343.782715
	Iteration 79Q: 3 clusters Score -782127.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -782131.812500 Penalty: 4343.782715
	Iteration 80F: 3 clusters Score -782131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -782135.187500 Penalty: 4343.782715
	Iteration 81Q: 3 clusters Score -782135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -782137.812500 Penalty: 4343.782715
	Iteration 82Q: 3 clusters Score -782137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -782137.687500 Penalty: 4343.782715
	Iteration 83Q: 3 clusters Score -782137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -782139.812500 Penalty: 4343.782715
	Iteration 84Q: 3 clusters Score -782139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -782139.812500 Penalty: 4343.782715
	Iteration 85F: 3 clusters Score -782139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1812846.875000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1812847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1802341.750000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1802342 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1805526.250000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1805526 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1805926.500000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1805926 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1806255.750000 Penalty: 4748.295410
	Iteration 3F: 3 clusters Score -1806256 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1806529.875000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1806530 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1806828.500000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1806828 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1807174.375000 Penalty: 4748.295410
	Iteration 6Q: 3 clusters Score -1807174 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1807518.750000 Penalty: 4748.295410
	Iteration 7Q: 3 clusters Score -1807519 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1807879.000000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1807879 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1808213.375000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1808213 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1808485.250000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1808485 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1808698.000000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1808698 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1808884.250000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1808884 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1809041.375000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1809041 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1809186.000000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1809186 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1809326.125000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1809326 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1809445.250000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1809445 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1809549.125000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1809549 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1809623.125000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1809623 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1809692.375000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1809692 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1809749.625000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1809750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1809809.125000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1809809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1809874.125000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1809874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1809932.250000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1809932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1809993.250000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1809993 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1810055.125000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1810055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1810104.000000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1810104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1810146.000000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1810146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1810181.625000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1810182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1810215.125000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1810215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1810242.375000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1810242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1810271.625000 Penalty: 4748.295410
	Iteration 31Q: 3 clusters Score -1810272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1810301.000000 Penalty: 4748.295410
	Iteration 32Q: 3 clusters Score -1810301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1810328.375000 Penalty: 4748.295410
	Iteration 33Q: 3 clusters Score -1810328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1810356.000000 Penalty: 4748.295410
	Iteration 34Q: 3 clusters Score -1810356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1810393.875000 Penalty: 4748.295410
	Iteration 35Q: 3 clusters Score -1810394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1810429.875000 Penalty: 4748.295410
	Iteration 36Q: 3 clusters Score -1810430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1810465.250000 Penalty: 4748.295410
	Iteration 37Q: 3 clusters Score -1810465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1810491.125000 Penalty: 4748.295410
	Iteration 38Q: 3 clusters Score -1810491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1810497.875000 Penalty: 4748.295410
	Iteration 39Q: 3 clusters Score -1810498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1810525.625000 Penalty: 4748.295410
	Iteration 40F: 3 clusters Score -1810526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1810546.000000 Penalty: 4748.295410
	Iteration 41Q: 3 clusters Score -1810546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1810570.750000 Penalty: 4748.295410
	Iteration 42Q: 3 clusters Score -1810571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1810590.125000 Penalty: 4748.295410
	Iteration 43Q: 3 clusters Score -1810590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1810616.250000 Penalty: 4748.295410
	Iteration 44Q: 3 clusters Score -1810616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1810627.375000 Penalty: 4748.295410
	Iteration 45Q: 3 clusters Score -1810627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1810640.125000 Penalty: 4748.295410
	Iteration 46Q: 3 clusters Score -1810640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1810649.625000 Penalty: 4748.295410
	Iteration 47Q: 3 clusters Score -1810650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1810655.125000 Penalty: 4748.295410
	Iteration 48Q: 3 clusters Score -1810655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1810659.875000 Penalty: 4748.295410
	Iteration 49Q: 3 clusters Score -1810660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1810661.625000 Penalty: 4748.295410
	Iteration 50Q: 3 clusters Score -1810662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1810667.500000 Penalty: 4748.295410
	Iteration 51Q: 3 clusters Score -1810668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1810675.750000 Penalty: 4748.295410
	Iteration 52Q: 3 clusters Score -1810676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1810675.125000 Penalty: 4748.295410
	Iteration 53Q: 3 clusters Score -1810675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1810679.250000 Penalty: 4748.295410
	Iteration 54Q: 3 clusters Score -1810679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1810687.750000 Penalty: 4748.295410
	Iteration 55Q: 3 clusters Score -1810688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1810689.875000 Penalty: 4748.295410
	Iteration 56Q: 3 clusters Score -1810690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1810689.750000 Penalty: 4748.295410
	Iteration 57Q: 3 clusters Score -1810690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1810693.750000 Penalty: 4748.295410
	Iteration 58Q: 3 clusters Score -1810694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1810694.125000 Penalty: 4748.295410
	Iteration 59Q: 3 clusters Score -1810694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1810698.500000 Penalty: 4748.295410
	Iteration 60F: 3 clusters Score -1810698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1810701.125000 Penalty: 4748.295410
	Iteration 61Q: 3 clusters Score -1810701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1810710.125000 Penalty: 4748.295410
	Iteration 62Q: 3 clusters Score -1810710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1810707.375000 Penalty: 4748.295410
	Iteration 63Q: 3 clusters Score -1810707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1810707.375000 Penalty: 4748.295410
	Iteration 64Q: 3 clusters Score -1810707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1810709.375000 Penalty: 4748.295410
	Iteration 65Q: 3 clusters Score -1810709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1810714.125000 Penalty: 4748.295410
	Iteration 66Q: 3 clusters Score -1810714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1810717.250000 Penalty: 4748.295410
	Iteration 67Q: 3 clusters Score -1810717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1810718.125000 Penalty: 4748.295410
	Iteration 68Q: 3 clusters Score -1810718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1810717.875000 Penalty: 4748.295410
	Iteration 69Q: 3 clusters Score -1810718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1810723.750000 Penalty: 4748.295410
	Iteration 70Q: 3 clusters Score -1810724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1810724.500000 Penalty: 4748.295410
	Iteration 71Q: 3 clusters Score -1810724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1810733.625000 Penalty: 4748.295410
	Iteration 72Q: 3 clusters Score -1810734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1810736.375000 Penalty: 4748.295410
	Iteration 73Q: 3 clusters Score -1810736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1810737.500000 Penalty: 4748.295410
	Iteration 74Q: 3 clusters Score -1810738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1810744.375000 Penalty: 4748.295410
	Iteration 75Q: 3 clusters Score -1810744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1810743.250000 Penalty: 4748.295410
	Iteration 76Q: 3 clusters Score -1810743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1810748.125000 Penalty: 4748.295410
	Iteration 77Q: 3 clusters Score -1810748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1810753.500000 Penalty: 4748.295410
	Iteration 78Q: 3 clusters Score -1810754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1810756.750000 Penalty: 4748.295410
	Iteration 79Q: 3 clusters Score -1810757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1810758.375000 Penalty: 4748.295410
	Iteration 80F: 3 clusters Score -1810758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1810761.750000 Penalty: 4748.295410
	Iteration 81Q: 3 clusters Score -1810762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1810764.500000 Penalty: 4748.295410
	Iteration 82Q: 3 clusters Score -1810764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1810768.500000 Penalty: 4748.295410
	Iteration 83Q: 3 clusters Score -1810768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1810771.000000 Penalty: 4748.295410
	Iteration 84Q: 3 clusters Score -1810771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1810775.000000 Penalty: 4748.295410
	Iteration 85Q: 3 clusters Score -1810775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1810778.125000 Penalty: 4748.295410
	Iteration 86Q: 3 clusters Score -1810778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1810780.375000 Penalty: 4748.295410
	Iteration 87Q: 3 clusters Score -1810780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1810780.750000 Penalty: 4748.295410
	Iteration 88Q: 3 clusters Score -1810781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1810781.000000 Penalty: 4748.295410
	Iteration 89Q: 3 clusters Score -1810781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1810778.125000 Penalty: 4748.295410
	Iteration 90Q: 3 clusters Score -1810778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1810779.375000 Penalty: 4748.295410
	Iteration 91Q: 3 clusters Score -1810779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1810781.625000 Penalty: 4748.295410
	Iteration 92Q: 3 clusters Score -1810782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1810782.625000 Penalty: 4748.295410
	Iteration 93Q: 3 clusters Score -1810783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1810785.000000 Penalty: 4748.295410
	Iteration 94Q: 3 clusters Score -1810785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1810785.125000 Penalty: 4748.295410
	Iteration 95Q: 3 clusters Score -1810785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1810786.125000 Penalty: 4748.295410
	Iteration 96Q: 3 clusters Score -1810786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1810790.875000 Penalty: 4748.295410
	Iteration 97Q: 3 clusters Score -1810791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1810790.875000 Penalty: 4748.295410
	Iteration 98F: 3 clusters Score -1810791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -254163.609375 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -254163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -251267.812500 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -251267.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -252300.281250 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -252300.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -253053.671875 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -253053.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -253735.062500 Penalty: 3888.404785
	Iteration 3F: 3 clusters Score -253735.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -254207.687500 Penalty: 3888.404785
	Iteration 4F: 3 clusters Score -254207.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -254456.343750 Penalty: 3888.404785
	Iteration 5F: 3 clusters Score -254456.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -254577.343750 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -254577.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -254632.015625 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -254632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -254665.281250 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -254665.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -254682.500000 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -254682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -254698.687500 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -254698.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -254703.578125 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -254703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -254705.500000 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -254705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -254706.093750 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -254706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -254708.562500 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -254708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -254709.578125 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -254709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -254709.875000 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -254709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -254709.875000 Penalty: 3888.404785
	Iteration 17F: 3 clusters Score -254709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 526 members 
Entering Unmasked Estep 
Score: -104963456.000000 Penalty: 118401.421875
Splitting cluster 5 changes total score from -104964432.000000 to -104963456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Entering Unmasked Estep 
Score: -3741955.750000 Penalty: 2543.176270
	Iteration 0F: 2 clusters Score -3741956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3722452.250000 Penalty: 5086.352539
	Iteration 0F: 3 clusters Score -3722452 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3729486.000000 Penalty: 5086.352539
	Iteration 1F: 3 clusters Score -3729486 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3729915.000000 Penalty: 5086.352539
	Iteration 2Q: 3 clusters Score -3729915 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3730308.500000 Penalty: 5086.352539
	Iteration 3Q: 3 clusters Score -3730308 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3730733.500000 Penalty: 5086.352539
	Iteration 4Q: 3 clusters Score -3730734 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3731269.000000 Penalty: 5086.352539
	Iteration 5Q: 3 clusters Score -3731269 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3731975.250000 Penalty: 5086.352539
	Iteration 6Q: 3 clusters Score -3731975 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3732937.250000 Penalty: 5086.352539
	Iteration 7F: 3 clusters Score -3732937 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3734126.500000 Penalty: 5086.352539
	Iteration 8F: 3 clusters Score -3734126 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3735462.000000 Penalty: 5086.352539
	Iteration 9F: 3 clusters Score -3735462 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3736658.000000 Penalty: 5086.352539
	Iteration 10F: 3 clusters Score -3736658 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3737659.500000 Penalty: 5086.352539
	Iteration 11Q: 3 clusters Score -3737660 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3738349.750000 Penalty: 5086.352539
	Iteration 12Q: 3 clusters Score -3738350 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3738859.750000 Penalty: 5086.352539
	Iteration 13Q: 3 clusters Score -3738860 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3739167.000000 Penalty: 5086.352539
	Iteration 14Q: 3 clusters Score -3739167 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3739357.250000 Penalty: 5086.352539
	Iteration 15Q: 3 clusters Score -3739357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3739454.250000 Penalty: 5086.352539
	Iteration 16Q: 3 clusters Score -3739454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3739530.250000 Penalty: 5086.352539
	Iteration 17Q: 3 clusters Score -3739530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3739583.250000 Penalty: 5086.352539
	Iteration 18Q: 3 clusters Score -3739583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3739627.750000 Penalty: 5086.352539
	Iteration 19Q: 3 clusters Score -3739628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3739658.750000 Penalty: 5086.352539
	Iteration 20F: 3 clusters Score -3739659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3739678.500000 Penalty: 5086.352539
	Iteration 21Q: 3 clusters Score -3739678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3739700.750000 Penalty: 5086.352539
	Iteration 22Q: 3 clusters Score -3739701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3739711.250000 Penalty: 5086.352539
	Iteration 23Q: 3 clusters Score -3739711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3739709.250000 Penalty: 5086.352539
	Iteration 24Q: 3 clusters Score -3739709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3739711.250000 Penalty: 5086.352539
	Iteration 25Q: 3 clusters Score -3739711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3739718.000000 Penalty: 5086.352539
	Iteration 26Q: 3 clusters Score -3739718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3739719.250000 Penalty: 5086.352539
	Iteration 27Q: 3 clusters Score -3739719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3739718.250000 Penalty: 5086.352539
	Iteration 28Q: 3 clusters Score -3739718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3739720.500000 Penalty: 5086.352539
	Iteration 29Q: 3 clusters Score -3739720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3739723.000000 Penalty: 5086.352539
	Iteration 30Q: 3 clusters Score -3739723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3739720.750000 Penalty: 5086.352539
	Iteration 31Q: 3 clusters Score -3739721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3739722.750000 Penalty: 5086.352539
	Iteration 32Q: 3 clusters Score -3739723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3739725.750000 Penalty: 5086.352539
	Iteration 33Q: 3 clusters Score -3739726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3739725.750000 Penalty: 5086.352539
	Iteration 34F: 3 clusters Score -3739726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -529158.750000 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -529158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -525072.625000 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -525072.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -526337.000000 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -526337 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -527348.000000 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -527348 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -528187.062500 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -528187.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -528712.562500 Penalty: 4162.135742
	Iteration 4F: 3 clusters Score -528712.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -528938.875000 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -528938.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529037.062500 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -529037.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -529089.375000 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -529089.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -529127.562500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -529127.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -529147.625000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -529147.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -529165.000000 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -529165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -529177.125000 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -529177.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -529185.250000 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -529185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -529188.625000 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -529188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529193.250000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -529193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -529196.562500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -529196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -529198.937500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -529198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -529199.437500 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -529199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -529201.250000 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -529201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -529201.812500 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -529201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -529201.875000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -529201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -529203.125000 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -529203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529203.687500 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -529203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -529204.750000 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -529204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -529205.125000 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -529205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -529205.687500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -529205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -529207.250000 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -529207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -529207.062500 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -529207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529209.000000 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -529209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -529210.000000 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -529210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -529210.000000 Penalty: 4162.135742
	Iteration 30F: 3 clusters Score -529210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2308 members 
Entering Unmasked Estep 
Score: -104963312.000000 Penalty: 118401.421875
Splitting cluster 7 changes total score from -104964432.000000 to -104963312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (34018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Entering Unmasked Estep 
Score: -4477286.500000 Penalty: 2587.791992
	Iteration 0F: 2 clusters Score -4477286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4453951.000000 Penalty: 5175.583984
	Iteration 0F: 3 clusters Score -4453951 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4462334.500000 Penalty: 5175.583984
	Iteration 1F: 3 clusters Score -4462334 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4462827.000000 Penalty: 5175.583984
	Iteration 2Q: 3 clusters Score -4462827 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4463311.500000 Penalty: 5175.583984
	Iteration 3Q: 3 clusters Score -4463312 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4463785.500000 Penalty: 5175.583984
	Iteration 4Q: 3 clusters Score -4463786 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4464272.000000 Penalty: 5175.583984
	Iteration 5Q: 3 clusters Score -4464272 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4464878.500000 Penalty: 5175.583984
	Iteration 6Q: 3 clusters Score -4464878 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4465601.000000 Penalty: 5175.583984
	Iteration 7Q: 3 clusters Score -4465601 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4466526.000000 Penalty: 5175.583984
	Iteration 8Q: 3 clusters Score -4466526 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4467757.500000 Penalty: 5175.583984
	Iteration 9F: 3 clusters Score -4467758 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4469225.000000 Penalty: 5175.583984
	Iteration 10F: 3 clusters Score -4469225 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4470761.000000 Penalty: 5175.583984
	Iteration 11F: 3 clusters Score -4470761 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4471995.500000 Penalty: 5175.583984
	Iteration 12Q: 3 clusters Score -4471996 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4473084.000000 Penalty: 5175.583984
	Iteration 13Q: 3 clusters Score -4473084 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4473841.500000 Penalty: 5175.583984
	Iteration 14Q: 3 clusters Score -4473842 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4474424.500000 Penalty: 5175.583984
	Iteration 15Q: 3 clusters Score -4474424 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4474868.000000 Penalty: 5175.583984
	Iteration 16Q: 3 clusters Score -4474868 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4475158.000000 Penalty: 5175.583984
	Iteration 17Q: 3 clusters Score -4475158 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4475381.000000 Penalty: 5175.583984
	Iteration 18Q: 3 clusters Score -4475381 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4475513.500000 Penalty: 5175.583984
	Iteration 19Q: 3 clusters Score -4475514 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4475647.500000 Penalty: 5175.583984
	Iteration 20F: 3 clusters Score -4475648 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4475724.500000 Penalty: 5175.583984
	Iteration 21Q: 3 clusters Score -4475724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4475771.500000 Penalty: 5175.583984
	Iteration 22Q: 3 clusters Score -4475772 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4475825.500000 Penalty: 5175.583984
	Iteration 23Q: 3 clusters Score -4475826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4475846.000000 Penalty: 5175.583984
	Iteration 24Q: 3 clusters Score -4475846 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4475874.500000 Penalty: 5175.583984
	Iteration 25Q: 3 clusters Score -4475874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4475884.000000 Penalty: 5175.583984
	Iteration 26Q: 3 clusters Score -4475884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4475906.500000 Penalty: 5175.583984
	Iteration 27Q: 3 clusters Score -4475906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4475913.000000 Penalty: 5175.583984
	Iteration 28Q: 3 clusters Score -4475913 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4475939.500000 Penalty: 5175.583984
	Iteration 29Q: 3 clusters Score -4475940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4475950.000000 Penalty: 5175.583984
	Iteration 30Q: 3 clusters Score -4475950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4475975.000000 Penalty: 5175.583984
	Iteration 31Q: 3 clusters Score -4475975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4475975.000000 Penalty: 5175.583984
	Iteration 32Q: 3 clusters Score -4475975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4475977.000000 Penalty: 5175.583984
	Iteration 33Q: 3 clusters Score -4475977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4475982.500000 Penalty: 5175.583984
	Iteration 34Q: 3 clusters Score -4475982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4475986.500000 Penalty: 5175.583984
	Iteration 35Q: 3 clusters Score -4475986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4475985.500000 Penalty: 5175.583984
	Iteration 36Q: 3 clusters Score -4475986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4475983.500000 Penalty: 5175.583984
	Iteration 37Q: 3 clusters Score -4475984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4476004.000000 Penalty: 5175.583984
	Iteration 38Q: 3 clusters Score -4476004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4476006.000000 Penalty: 5175.583984
	Iteration 39Q: 3 clusters Score -4476006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4476002.500000 Penalty: 5175.583984
	Iteration 40F: 3 clusters Score -4476002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4475986.500000 Penalty: 5175.583984
	Iteration 41Q: 3 clusters Score -4475986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4476003.000000 Penalty: 5175.583984
	Iteration 42Q: 3 clusters Score -4476003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4475999.500000 Penalty: 5175.583984
	Iteration 43Q: 3 clusters Score -4476000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4476005.500000 Penalty: 5175.583984
	Iteration 44Q: 3 clusters Score -4476006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4476005.500000 Penalty: 5175.583984
	Iteration 45Q: 3 clusters Score -4476006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4476008.500000 Penalty: 5175.583984
	Iteration 46Q: 3 clusters Score -4476008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4476006.500000 Penalty: 5175.583984
	Iteration 47Q: 3 clusters Score -4476006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4476008.000000 Penalty: 5175.583984
	Iteration 48Q: 3 clusters Score -4476008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4476007.000000 Penalty: 5175.583984
	Iteration 49Q: 3 clusters Score -4476007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4475999.000000 Penalty: 5175.583984
	Iteration 50Q: 3 clusters Score -4475999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4475999.000000 Penalty: 5175.583984
	Iteration 51Q: 3 clusters Score -4475999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4475994.000000 Penalty: 5175.583984
	Iteration 52Q: 3 clusters Score -4475994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4475991.000000 Penalty: 5175.583984
	Iteration 53Q: 3 clusters Score -4475991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4475990.500000 Penalty: 5175.583984
	Iteration 54Q: 3 clusters Score -4475990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4475989.500000 Penalty: 5175.583984
	Iteration 55Q: 3 clusters Score -4475990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4475994.000000 Penalty: 5175.583984
	Iteration 56Q: 3 clusters Score -4475994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4475996.000000 Penalty: 5175.583984
	Iteration 57Q: 3 clusters Score -4475996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4475999.500000 Penalty: 5175.583984
	Iteration 58Q: 3 clusters Score -4476000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4475995.000000 Penalty: 5175.583984
	Iteration 59Q: 3 clusters Score -4475995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4475996.000000 Penalty: 5175.583984
	Iteration 60F: 3 clusters Score -4475996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4476008.000000 Penalty: 5175.583984
	Iteration 61Q: 3 clusters Score -4476008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4475996.500000 Penalty: 5175.583984
	Iteration 62Q: 3 clusters Score -4475996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4475999.500000 Penalty: 5175.583984
	Iteration 63Q: 3 clusters Score -4476000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4475999.500000 Penalty: 5175.583984
	Iteration 64F: 3 clusters Score -4476000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -502035.468750 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -502035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -498140.843750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -498140.8 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -498933.906250 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -498933.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -499111.156250 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -499111.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -499243.593750 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -499243.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -499333.218750 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -499333.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -499405.031250 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -499405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -499469.062500 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -499469.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -499530.031250 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -499530 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -499601.281250 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -499601.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -499668.125000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -499668.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -499732.875000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -499732.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -499794.437500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -499794.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -499848.593750 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -499848.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -499900.750000 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -499900.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -499953.906250 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -499953.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -499997.156250 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -499997.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -500025.375000 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -500025.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -500043.687500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -500043.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -500065.281250 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -500065.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -500080.312500 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -500080.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -500091.906250 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -500091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -500098.156250 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -500098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -500103.250000 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -500103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -500108.843750 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -500108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -500111.093750 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -500111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -500113.656250 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -500113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -500113.656250 Penalty: 4120.132324
	Iteration 26F: 3 clusters Score -500113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Entering Unmasked Estep 
Score: -5633004.000000 Penalty: 2652.406982
	Iteration 0F: 2 clusters Score -5633004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5603192.500000 Penalty: 5304.813965
	Iteration 0F: 3 clusters Score -5603192 nChanged 20319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5614093.500000 Penalty: 5304.813965
	Iteration 1F: 3 clusters Score -5614094 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5614463.000000 Penalty: 5304.813965
	Iteration 2Q: 3 clusters Score -5614463 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5614780.000000 Penalty: 5304.813965
	Iteration 3Q: 3 clusters Score -5614780 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -5615082.000000 Penalty: 5304.813965
	Iteration 4Q: 3 clusters Score -5615082 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5615413.000000 Penalty: 5304.813965
	Iteration 5Q: 3 clusters Score -5615413 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -5615816.500000 Penalty: 5304.813965
	Iteration 6Q: 3 clusters Score -5615816 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5616447.500000 Penalty: 5304.813965
	Iteration 7Q: 3 clusters Score -5616448 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5617417.000000 Penalty: 5304.813965
	Iteration 8Q: 3 clusters Score -5617417 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -5618984.500000 Penalty: 5304.813965
	Iteration 9F: 3 clusters Score -5618984 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5621487.000000 Penalty: 5304.813965
	Iteration 10F: 3 clusters Score -5621487 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5624792.500000 Penalty: 5304.813965
	Iteration 11F: 3 clusters Score -5624792 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5627810.000000 Penalty: 5304.813965
	Iteration 12F: 3 clusters Score -5627810 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5629516.000000 Penalty: 5304.813965
	Iteration 13Q: 3 clusters Score -5629516 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5630181.500000 Penalty: 5304.813965
	Iteration 14Q: 3 clusters Score -5630182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5630407.000000 Penalty: 5304.813965
	Iteration 15Q: 3 clusters Score -5630407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5630497.000000 Penalty: 5304.813965
	Iteration 16Q: 3 clusters Score -5630497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5630558.000000 Penalty: 5304.813965
	Iteration 17Q: 3 clusters Score -5630558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5630589.000000 Penalty: 5304.813965
	Iteration 18Q: 3 clusters Score -5630589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5630602.000000 Penalty: 5304.813965
	Iteration 19Q: 3 clusters Score -5630602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5630608.500000 Penalty: 5304.813965
	Iteration 20F: 3 clusters Score -5630608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5630608.000000 Penalty: 5304.813965
	Iteration 21Q: 3 clusters Score -5630608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -5630620.500000 Penalty: 5304.813965
	Iteration 22Q: 3 clusters Score -5630620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5630617.500000 Penalty: 5304.813965
	Iteration 23Q: 3 clusters Score -5630618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5630617.500000 Penalty: 5304.813965
	Iteration 24F: 3 clusters Score -5630618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Entering Unmasked Estep 
Score: -2158360.750000 Penalty: 2444.347168
	Iteration 0F: 2 clusters Score -2158361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2144876.250000 Penalty: 4888.694336
	Iteration 0F: 3 clusters Score -2144876 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2149469.000000 Penalty: 4888.694336
	Iteration 1F: 3 clusters Score -2149469 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2150059.250000 Penalty: 4888.694336
	Iteration 2F: 3 clusters Score -2150059 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2150644.000000 Penalty: 4888.694336
	Iteration 3F: 3 clusters Score -2150644 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2151156.750000 Penalty: 4888.694336
	Iteration 4F: 3 clusters Score -2151157 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2151661.000000 Penalty: 4888.694336
	Iteration 5F: 3 clusters Score -2151661 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2152167.000000 Penalty: 4888.694336
	Iteration 6Q: 3 clusters Score -2152167 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2152682.500000 Penalty: 4888.694336
	Iteration 7Q: 3 clusters Score -2152682 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2153176.250000 Penalty: 4888.694336
	Iteration 8Q: 3 clusters Score -2153176 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2153585.750000 Penalty: 4888.694336
	Iteration 9Q: 3 clusters Score -2153586 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2153926.500000 Penalty: 4888.694336
	Iteration 10Q: 3 clusters Score -2153926 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2154249.500000 Penalty: 4888.694336
	Iteration 11Q: 3 clusters Score -2154250 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2154513.000000 Penalty: 4888.694336
	Iteration 12Q: 3 clusters Score -2154513 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2154696.500000 Penalty: 4888.694336
	Iteration 13Q: 3 clusters Score -2154696 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2154829.500000 Penalty: 4888.694336
	Iteration 14Q: 3 clusters Score -2154830 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2154941.250000 Penalty: 4888.694336
	Iteration 15Q: 3 clusters Score -2154941 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2155062.500000 Penalty: 4888.694336
	Iteration 16Q: 3 clusters Score -2155062 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2155172.000000 Penalty: 4888.694336
	Iteration 17Q: 3 clusters Score -2155172 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2155248.750000 Penalty: 4888.694336
	Iteration 18Q: 3 clusters Score -2155249 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2155318.500000 Penalty: 4888.694336
	Iteration 19Q: 3 clusters Score -2155318 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2155383.750000 Penalty: 4888.694336
	Iteration 20F: 3 clusters Score -2155384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2155453.250000 Penalty: 4888.694336
	Iteration 21Q: 3 clusters Score -2155453 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2155513.000000 Penalty: 4888.694336
	Iteration 22Q: 3 clusters Score -2155513 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2155558.750000 Penalty: 4888.694336
	Iteration 23Q: 3 clusters Score -2155559 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2155590.250000 Penalty: 4888.694336
	Iteration 24Q: 3 clusters Score -2155590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2155613.500000 Penalty: 4888.694336
	Iteration 25Q: 3 clusters Score -2155614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2155634.500000 Penalty: 4888.694336
	Iteration 26Q: 3 clusters Score -2155634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2155657.500000 Penalty: 4888.694336
	Iteration 27Q: 3 clusters Score -2155658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2155663.750000 Penalty: 4888.694336
	Iteration 28Q: 3 clusters Score -2155664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2155682.000000 Penalty: 4888.694336
	Iteration 29Q: 3 clusters Score -2155682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2155687.250000 Penalty: 4888.694336
	Iteration 30Q: 3 clusters Score -2155687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2155690.250000 Penalty: 4888.694336
	Iteration 31Q: 3 clusters Score -2155690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2155703.000000 Penalty: 4888.694336
	Iteration 32Q: 3 clusters Score -2155703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2155713.500000 Penalty: 4888.694336
	Iteration 33Q: 3 clusters Score -2155714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2155720.750000 Penalty: 4888.694336
	Iteration 34Q: 3 clusters Score -2155721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2155729.250000 Penalty: 4888.694336
	Iteration 35Q: 3 clusters Score -2155729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2155736.750000 Penalty: 4888.694336
	Iteration 36Q: 3 clusters Score -2155737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2155739.000000 Penalty: 4888.694336
	Iteration 37Q: 3 clusters Score -2155739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2155749.750000 Penalty: 4888.694336
	Iteration 38Q: 3 clusters Score -2155750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2155751.000000 Penalty: 4888.694336
	Iteration 39Q: 3 clusters Score -2155751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 4888.694336
	Iteration 40F: 3 clusters Score -2155748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2155744.500000 Penalty: 4888.694336
	Iteration 41Q: 3 clusters Score -2155744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 4888.694336
	Iteration 42Q: 3 clusters Score -2155748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2155745.500000 Penalty: 4888.694336
	Iteration 43Q: 3 clusters Score -2155746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2155750.250000 Penalty: 4888.694336
	Iteration 44Q: 3 clusters Score -2155750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2155748.750000 Penalty: 4888.694336
	Iteration 45Q: 3 clusters Score -2155749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2155755.000000 Penalty: 4888.694336
	Iteration 46Q: 3 clusters Score -2155755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2155753.500000 Penalty: 4888.694336
	Iteration 47Q: 3 clusters Score -2155754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2155761.000000 Penalty: 4888.694336
	Iteration 48Q: 3 clusters Score -2155761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2155761.250000 Penalty: 4888.694336
	Iteration 49Q: 3 clusters Score -2155761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2155767.000000 Penalty: 4888.694336
	Iteration 50Q: 3 clusters Score -2155767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2155768.750000 Penalty: 4888.694336
	Iteration 51Q: 3 clusters Score -2155769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2155767.250000 Penalty: 4888.694336
	Iteration 52Q: 3 clusters Score -2155767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2155766.500000 Penalty: 4888.694336
	Iteration 53Q: 3 clusters Score -2155766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2155772.750000 Penalty: 4888.694336
	Iteration 54Q: 3 clusters Score -2155773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2155774.750000 Penalty: 4888.694336
	Iteration 55Q: 3 clusters Score -2155775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2155776.750000 Penalty: 4888.694336
	Iteration 56Q: 3 clusters Score -2155777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2155781.250000 Penalty: 4888.694336
	Iteration 57Q: 3 clusters Score -2155781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2155779.500000 Penalty: 4888.694336
	Iteration 58Q: 3 clusters Score -2155780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2155776.750000 Penalty: 4888.694336
	Iteration 59Q: 3 clusters Score -2155777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2155777.000000 Penalty: 4888.694336
	Iteration 60F: 3 clusters Score -2155777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2155779.000000 Penalty: 4888.694336
	Iteration 61Q: 3 clusters Score -2155779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2155776.750000 Penalty: 4888.694336
	Iteration 62Q: 3 clusters Score -2155777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2155779.000000 Penalty: 4888.694336
	Iteration 63Q: 3 clusters Score -2155779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2155775.250000 Penalty: 4888.694336
	Iteration 64Q: 3 clusters Score -2155775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2155772.750000 Penalty: 4888.694336
	Iteration 65Q: 3 clusters Score -2155773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2155776.000000 Penalty: 4888.694336
	Iteration 66Q: 3 clusters Score -2155776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2155776.750000 Penalty: 4888.694336
	Iteration 67Q: 3 clusters Score -2155777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2155774.500000 Penalty: 4888.694336
	Iteration 68Q: 3 clusters Score -2155774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2155778.500000 Penalty: 4888.694336
	Iteration 69Q: 3 clusters Score -2155778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2155777.000000 Penalty: 4888.694336
	Iteration 70Q: 3 clusters Score -2155777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2155777.500000 Penalty: 4888.694336
	Iteration 71Q: 3 clusters Score -2155778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2155782.250000 Penalty: 4888.694336
	Iteration 72Q: 3 clusters Score -2155782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2155784.500000 Penalty: 4888.694336
	Iteration 73Q: 3 clusters Score -2155784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2155786.750000 Penalty: 4888.694336
	Iteration 74Q: 3 clusters Score -2155787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2155785.000000 Penalty: 4888.694336
	Iteration 75Q: 3 clusters Score -2155785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2155784.750000 Penalty: 4888.694336
	Iteration 76Q: 3 clusters Score -2155785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2155785.000000 Penalty: 4888.694336
	Iteration 77Q: 3 clusters Score -2155785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2155786.250000 Penalty: 4888.694336
	Iteration 78Q: 3 clusters Score -2155786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2155790.750000 Penalty: 4888.694336
	Iteration 79Q: 3 clusters Score -2155791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2155791.000000 Penalty: 4888.694336
	Iteration 80F: 3 clusters Score -2155791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2155792.250000 Penalty: 4888.694336
	Iteration 81Q: 3 clusters Score -2155792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2155789.000000 Penalty: 4888.694336
	Iteration 82Q: 3 clusters Score -2155789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2155794.750000 Penalty: 4888.694336
	Iteration 83Q: 3 clusters Score -2155795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2155792.000000 Penalty: 4888.694336
	Iteration 84Q: 3 clusters Score -2155792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2155792.750000 Penalty: 4888.694336
	Iteration 85Q: 3 clusters Score -2155793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2155793.500000 Penalty: 4888.694336
	Iteration 86Q: 3 clusters Score -2155794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2155791.500000 Penalty: 4888.694336
	Iteration 87Q: 3 clusters Score -2155792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2155793.750000 Penalty: 4888.694336
	Iteration 88Q: 3 clusters Score -2155794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2155791.250000 Penalty: 4888.694336
	Iteration 89Q: 3 clusters Score -2155791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2155791.500000 Penalty: 4888.694336
	Iteration 90Q: 3 clusters Score -2155792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2155791.750000 Penalty: 4888.694336
	Iteration 91Q: 3 clusters Score -2155792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2155786.750000 Penalty: 4888.694336
	Iteration 92Q: 3 clusters Score -2155787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2155786.750000 Penalty: 4888.694336
	Iteration 93F: 3 clusters Score -2155787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Entering Unmasked Estep 
Score: -3203177.250000 Penalty: 2502.959229
	Iteration 0F: 2 clusters Score -3203177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3186311.750000 Penalty: 5005.918457
	Iteration 0F: 3 clusters Score -3186312 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3192165.500000 Penalty: 5005.918457
	Iteration 1F: 3 clusters Score -3192166 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3192615.250000 Penalty: 5005.918457
	Iteration 2F: 3 clusters Score -3192615 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3192996.000000 Penalty: 5005.918457
	Iteration 3Q: 3 clusters Score -3192996 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3193375.000000 Penalty: 5005.918457
	Iteration 4Q: 3 clusters Score -3193375 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3193814.500000 Penalty: 5005.918457
	Iteration 5Q: 3 clusters Score -3193814 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3194337.750000 Penalty: 5005.918457
	Iteration 6Q: 3 clusters Score -3194338 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3194994.000000 Penalty: 5005.918457
	Iteration 7Q: 3 clusters Score -3194994 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3195802.000000 Penalty: 5005.918457
	Iteration 8F: 3 clusters Score -3195802 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3196732.500000 Penalty: 5005.918457
	Iteration 9F: 3 clusters Score -3196732 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3197687.000000 Penalty: 5005.918457
	Iteration 10F: 3 clusters Score -3197687 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3198337.000000 Penalty: 5005.918457
	Iteration 11Q: 3 clusters Score -3198337 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3198690.250000 Penalty: 5005.918457
	Iteration 12Q: 3 clusters Score -3198690 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3198881.500000 Penalty: 5005.918457
	Iteration 13Q: 3 clusters Score -3198882 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3199013.000000 Penalty: 5005.918457
	Iteration 14Q: 3 clusters Score -3199013 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3199129.750000 Penalty: 5005.918457
	Iteration 15Q: 3 clusters Score -3199130 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3199222.500000 Penalty: 5005.918457
	Iteration 16Q: 3 clusters Score -3199222 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3199321.000000 Penalty: 5005.918457
	Iteration 17Q: 3 clusters Score -3199321 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3199394.000000 Penalty: 5005.918457
	Iteration 18Q: 3 clusters Score -3199394 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3199463.750000 Penalty: 5005.918457
	Iteration 19Q: 3 clusters Score -3199464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3199515.750000 Penalty: 5005.918457
	Iteration 20F: 3 clusters Score -3199516 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3199595.500000 Penalty: 5005.918457
	Iteration 21Q: 3 clusters Score -3199596 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3199660.000000 Penalty: 5005.918457
	Iteration 22Q: 3 clusters Score -3199660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3199734.000000 Penalty: 5005.918457
	Iteration 23Q: 3 clusters Score -3199734 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3199819.500000 Penalty: 5005.918457
	Iteration 24Q: 3 clusters Score -3199820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3199918.250000 Penalty: 5005.918457
	Iteration 25Q: 3 clusters Score -3199918 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3200022.750000 Penalty: 5005.918457
	Iteration 26Q: 3 clusters Score -3200023 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3200119.500000 Penalty: 5005.918457
	Iteration 27Q: 3 clusters Score -3200120 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3200200.750000 Penalty: 5005.918457
	Iteration 28Q: 3 clusters Score -3200201 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3200262.750000 Penalty: 5005.918457
	Iteration 29Q: 3 clusters Score -3200263 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3200332.750000 Penalty: 5005.918457
	Iteration 30Q: 3 clusters Score -3200333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3200379.250000 Penalty: 5005.918457
	Iteration 31Q: 3 clusters Score -3200379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3200407.000000 Penalty: 5005.918457
	Iteration 32Q: 3 clusters Score -3200407 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3200450.000000 Penalty: 5005.918457
	Iteration 33Q: 3 clusters Score -3200450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3200498.750000 Penalty: 5005.918457
	Iteration 34Q: 3 clusters Score -3200499 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3200527.250000 Penalty: 5005.918457
	Iteration 35Q: 3 clusters Score -3200527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3200559.000000 Penalty: 5005.918457
	Iteration 36Q: 3 clusters Score -3200559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3200604.500000 Penalty: 5005.918457
	Iteration 37Q: 3 clusters Score -3200604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3200621.750000 Penalty: 5005.918457
	Iteration 38Q: 3 clusters Score -3200622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3200658.000000 Penalty: 5005.918457
	Iteration 39Q: 3 clusters Score -3200658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3200676.500000 Penalty: 5005.918457
	Iteration 40F: 3 clusters Score -3200676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3200700.000000 Penalty: 5005.918457
	Iteration 41Q: 3 clusters Score -3200700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3200720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3200734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3200742.000000 Penalty: 5005.918457
	Iteration 44Q: 3 clusters Score -3200742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3200754.250000 Penalty: 5005.918457
	Iteration 45Q: 3 clusters Score -3200754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3200767.500000 Penalty: 5005.918457
	Iteration 46Q: 3 clusters Score -3200768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3200767.750000 Penalty: 5005.918457
	Iteration 47Q: 3 clusters Score -3200768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3200785.750000 Penalty: 5005.918457
	Iteration 48Q: 3 clusters Score -3200786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3200791.250000 Penalty: 5005.918457
	Iteration 49Q: 3 clusters Score -3200791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3200795.250000 Penalty: 5005.918457
	Iteration 50Q: 3 clusters Score -3200795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3200804.250000 Penalty: 5005.918457
	Iteration 51Q: 3 clusters Score -3200804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3200800.000000 Penalty: 5005.918457
	Iteration 52Q: 3 clusters Score -3200800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3200804.750000 Penalty: 5005.918457
	Iteration 53Q: 3 clusters Score -3200805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3200813.500000 Penalty: 5005.918457
	Iteration 54Q: 3 clusters Score -3200814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3200829.750000 Penalty: 5005.918457
	Iteration 55Q: 3 clusters Score -3200830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3200832.250000 Penalty: 5005.918457
	Iteration 56Q: 3 clusters Score -3200832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3200831.750000 Penalty: 5005.918457
	Iteration 57Q: 3 clusters Score -3200832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3200834.000000 Penalty: 5005.918457
	Iteration 58Q: 3 clusters Score -3200834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3200833.250000 Penalty: 5005.918457
	Iteration 59Q: 3 clusters Score -3200833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3200835.250000 Penalty: 5005.918457
	Iteration 60F: 3 clusters Score -3200835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3200838.000000 Penalty: 5005.918457
	Iteration 61Q: 3 clusters Score -3200838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3200841.500000 Penalty: 5005.918457
	Iteration 62Q: 3 clusters Score -3200842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3200840.750000 Penalty: 5005.918457
	Iteration 63Q: 3 clusters Score -3200841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3200837.000000 Penalty: 5005.918457
	Iteration 64Q: 3 clusters Score -3200837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3200837.000000 Penalty: 5005.918457
	Iteration 65Q: 3 clusters Score -3200837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3200841.500000 Penalty: 5005.918457
	Iteration 66Q: 3 clusters Score -3200842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3200840.250000 Penalty: 5005.918457
	Iteration 67Q: 3 clusters Score -3200840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3200839.000000 Penalty: 5005.918457
	Iteration 68Q: 3 clusters Score -3200839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3200838.750000 Penalty: 5005.918457
	Iteration 69Q: 3 clusters Score -3200839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3200844.250000 Penalty: 5005.918457
	Iteration 70Q: 3 clusters Score -3200844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3200843.500000 Penalty: 5005.918457
	Iteration 71Q: 3 clusters Score -3200844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3200843.500000 Penalty: 5005.918457
	Iteration 72Q: 3 clusters Score -3200844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3200843.750000 Penalty: 5005.918457
	Iteration 73Q: 3 clusters Score -3200844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3200842.750000 Penalty: 5005.918457
	Iteration 74Q: 3 clusters Score -3200843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3200848.000000 Penalty: 5005.918457
	Iteration 75Q: 3 clusters Score -3200848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3200848.250000 Penalty: 5005.918457
	Iteration 76Q: 3 clusters Score -3200848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3200850.750000 Penalty: 5005.918457
	Iteration 77Q: 3 clusters Score -3200851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3200847.750000 Penalty: 5005.918457
	Iteration 78Q: 3 clusters Score -3200848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3200848.000000 Penalty: 5005.918457
	Iteration 79Q: 3 clusters Score -3200848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3200851.750000 Penalty: 5005.918457
	Iteration 80F: 3 clusters Score -3200852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3200851.500000 Penalty: 5005.918457
	Iteration 81Q: 3 clusters Score -3200852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3200857.750000 Penalty: 5005.918457
	Iteration 82Q: 3 clusters Score -3200858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3200857.250000 Penalty: 5005.918457
	Iteration 83Q: 3 clusters Score -3200857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3200858.000000 Penalty: 5005.918457
	Iteration 84Q: 3 clusters Score -3200858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3200858.000000 Penalty: 5005.918457
	Iteration 85Q: 3 clusters Score -3200858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3200861.250000 Penalty: 5005.918457
	Iteration 86Q: 3 clusters Score -3200861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3200866.250000 Penalty: 5005.918457
	Iteration 87Q: 3 clusters Score -3200866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3200868.500000 Penalty: 5005.918457
	Iteration 88Q: 3 clusters Score -3200868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3200872.500000 Penalty: 5005.918457
	Iteration 89Q: 3 clusters Score -3200872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3200868.000000 Penalty: 5005.918457
	Iteration 90Q: 3 clusters Score -3200868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3200871.250000 Penalty: 5005.918457
	Iteration 91Q: 3 clusters Score -3200871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3200872.750000 Penalty: 5005.918457
	Iteration 92Q: 3 clusters Score -3200873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3200872.000000 Penalty: 5005.918457
	Iteration 93Q: 3 clusters Score -3200872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3200870.000000 Penalty: 5005.918457
	Iteration 94Q: 3 clusters Score -3200870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3200871.000000 Penalty: 5005.918457
	Iteration 95Q: 3 clusters Score -3200871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3200870.750000 Penalty: 5005.918457
	Iteration 96Q: 3 clusters Score -3200871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3200870.750000 Penalty: 5005.918457
	Iteration 97F: 3 clusters Score -3200871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1355797.375000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1355797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1347339.250000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1347339 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1349890.625000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1349891 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1350321.500000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1350322 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1350720.000000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1350720 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1351095.875000 Penalty: 4622.231445
	Iteration 4F: 3 clusters Score -1351096 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1351477.375000 Penalty: 4622.231445
	Iteration 5F: 3 clusters Score -1351477 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1351865.625000 Penalty: 4622.231445
	Iteration 6F: 3 clusters Score -1351866 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1352198.250000 Penalty: 4622.231445
	Iteration 7F: 3 clusters Score -1352198 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1352450.250000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1352450 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1352623.250000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1352623 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1352758.250000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1352758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1352854.750000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1352855 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1352931.125000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1352931 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1353002.375000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1353002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1353060.500000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1353060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1353123.125000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1353123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1353166.500000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1353166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1353207.125000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1353207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1353237.875000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1353238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1353266.625000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1353267 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1353292.250000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1353292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1353310.500000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1353310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1353335.250000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1353335 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1353355.125000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1353355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1353374.375000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1353374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1353393.625000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1353394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1353406.625000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1353407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1353417.000000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1353417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1353424.500000 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1353424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1353439.125000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1353439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1353447.000000 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1353447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1353453.500000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1353454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1353462.375000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1353462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1353473.375000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1353473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1353484.000000 Penalty: 4622.231445
	Iteration 34Q: 3 clusters Score -1353484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1353494.500000 Penalty: 4622.231445
	Iteration 35Q: 3 clusters Score -1353494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1353509.750000 Penalty: 4622.231445
	Iteration 36Q: 3 clusters Score -1353510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1353518.875000 Penalty: 4622.231445
	Iteration 37Q: 3 clusters Score -1353519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1353526.625000 Penalty: 4622.231445
	Iteration 38Q: 3 clusters Score -1353527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1353537.500000 Penalty: 4622.231445
	Iteration 39Q: 3 clusters Score -1353538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1353547.250000 Penalty: 4622.231445
	Iteration 40F: 3 clusters Score -1353547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1353555.625000 Penalty: 4622.231445
	Iteration 41Q: 3 clusters Score -1353556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1353565.000000 Penalty: 4622.231445
	Iteration 42Q: 3 clusters Score -1353565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1353570.375000 Penalty: 4622.231445
	Iteration 43Q: 3 clusters Score -1353570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1353574.625000 Penalty: 4622.231445
	Iteration 44Q: 3 clusters Score -1353575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1353586.000000 Penalty: 4622.231445
	Iteration 45Q: 3 clusters Score -1353586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1353590.000000 Penalty: 4622.231445
	Iteration 46Q: 3 clusters Score -1353590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1353594.125000 Penalty: 4622.231445
	Iteration 47Q: 3 clusters Score -1353594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1353602.375000 Penalty: 4622.231445
	Iteration 48Q: 3 clusters Score -1353602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1353611.625000 Penalty: 4622.231445
	Iteration 49Q: 3 clusters Score -1353612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1353613.875000 Penalty: 4622.231445
	Iteration 50Q: 3 clusters Score -1353614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1353618.875000 Penalty: 4622.231445
	Iteration 51Q: 3 clusters Score -1353619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1353618.500000 Penalty: 4622.231445
	Iteration 52Q: 3 clusters Score -1353618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1353622.375000 Penalty: 4622.231445
	Iteration 53Q: 3 clusters Score -1353622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1353626.375000 Penalty: 4622.231445
	Iteration 54Q: 3 clusters Score -1353626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1353628.875000 Penalty: 4622.231445
	Iteration 55Q: 3 clusters Score -1353629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1353632.125000 Penalty: 4622.231445
	Iteration 56Q: 3 clusters Score -1353632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1353637.625000 Penalty: 4622.231445
	Iteration 57Q: 3 clusters Score -1353638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1353638.625000 Penalty: 4622.231445
	Iteration 58Q: 3 clusters Score -1353639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1353643.875000 Penalty: 4622.231445
	Iteration 59Q: 3 clusters Score -1353644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1353649.250000 Penalty: 4622.231445
	Iteration 60F: 3 clusters Score -1353649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1353653.500000 Penalty: 4622.231445
	Iteration 61Q: 3 clusters Score -1353654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1353660.750000 Penalty: 4622.231445
	Iteration 62Q: 3 clusters Score -1353661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1353665.000000 Penalty: 4622.231445
	Iteration 63Q: 3 clusters Score -1353665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1353669.000000 Penalty: 4622.231445
	Iteration 64Q: 3 clusters Score -1353669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1353673.375000 Penalty: 4622.231445
	Iteration 65Q: 3 clusters Score -1353673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1353683.750000 Penalty: 4622.231445
	Iteration 66Q: 3 clusters Score -1353684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1353689.375000 Penalty: 4622.231445
	Iteration 67Q: 3 clusters Score -1353689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1353692.750000 Penalty: 4622.231445
	Iteration 68Q: 3 clusters Score -1353693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1353700.750000 Penalty: 4622.231445
	Iteration 69Q: 3 clusters Score -1353701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1353702.750000 Penalty: 4622.231445
	Iteration 70Q: 3 clusters Score -1353703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1353709.875000 Penalty: 4622.231445
	Iteration 71Q: 3 clusters Score -1353710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1353716.125000 Penalty: 4622.231445
	Iteration 72Q: 3 clusters Score -1353716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1353718.500000 Penalty: 4622.231445
	Iteration 73Q: 3 clusters Score -1353718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1353725.000000 Penalty: 4622.231445
	Iteration 74Q: 3 clusters Score -1353725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1353729.875000 Penalty: 4622.231445
	Iteration 75Q: 3 clusters Score -1353730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1353736.000000 Penalty: 4622.231445
	Iteration 76Q: 3 clusters Score -1353736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1353744.250000 Penalty: 4622.231445
	Iteration 77Q: 3 clusters Score -1353744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1353748.375000 Penalty: 4622.231445
	Iteration 78Q: 3 clusters Score -1353748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1353751.625000 Penalty: 4622.231445
	Iteration 79Q: 3 clusters Score -1353752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1353755.625000 Penalty: 4622.231445
	Iteration 80F: 3 clusters Score -1353756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1353760.250000 Penalty: 4622.231445
	Iteration 81Q: 3 clusters Score -1353760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1353771.125000 Penalty: 4622.231445
	Iteration 82Q: 3 clusters Score -1353771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1353773.375000 Penalty: 4622.231445
	Iteration 83Q: 3 clusters Score -1353773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1353775.875000 Penalty: 4622.231445
	Iteration 84Q: 3 clusters Score -1353776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1353781.875000 Penalty: 4622.231445
	Iteration 85Q: 3 clusters Score -1353782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1353785.750000 Penalty: 4622.231445
	Iteration 86Q: 3 clusters Score -1353786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1353792.750000 Penalty: 4622.231445
	Iteration 87Q: 3 clusters Score -1353793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1353798.625000 Penalty: 4622.231445
	Iteration 88Q: 3 clusters Score -1353799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1353807.000000 Penalty: 4622.231445
	Iteration 89Q: 3 clusters Score -1353807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1353812.125000 Penalty: 4622.231445
	Iteration 90Q: 3 clusters Score -1353812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1353818.750000 Penalty: 4622.231445
	Iteration 91Q: 3 clusters Score -1353819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1353821.000000 Penalty: 4622.231445
	Iteration 92Q: 3 clusters Score -1353821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1353820.250000 Penalty: 4622.231445
	Iteration 93Q: 3 clusters Score -1353820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1353824.250000 Penalty: 4622.231445
	Iteration 94Q: 3 clusters Score -1353824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1353826.125000 Penalty: 4622.231445
	Iteration 95Q: 3 clusters Score -1353826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1353829.875000 Penalty: 4622.231445
	Iteration 96Q: 3 clusters Score -1353830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1353830.625000 Penalty: 4622.231445
	Iteration 97Q: 3 clusters Score -1353831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1353833.250000 Penalty: 4622.231445
	Iteration 98Q: 3 clusters Score -1353833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1353835.875000 Penalty: 4622.231445
	Iteration 99Q: 3 clusters Score -1353836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1353839.125000 Penalty: 4622.231445
	Iteration 100F: 3 clusters Score -1353839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1353837.875000 Penalty: 4622.231445
	Iteration 101Q: 3 clusters Score -1353838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1353839.375000 Penalty: 4622.231445
	Iteration 102Q: 3 clusters Score -1353839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1353841.625000 Penalty: 4622.231445
	Iteration 103Q: 3 clusters Score -1353842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1353839.000000 Penalty: 4622.231445
	Iteration 104Q: 3 clusters Score -1353839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1353842.250000 Penalty: 4622.231445
	Iteration 105Q: 3 clusters Score -1353842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1353842.625000 Penalty: 4622.231445
	Iteration 106Q: 3 clusters Score -1353843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1353841.625000 Penalty: 4622.231445
	Iteration 107Q: 3 clusters Score -1353842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1353841.625000 Penalty: 4622.231445
	Iteration 108Q: 3 clusters Score -1353842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1353843.875000 Penalty: 4622.231445
	Iteration 109Q: 3 clusters Score -1353844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1353842.875000 Penalty: 4622.231445
	Iteration 110Q: 3 clusters Score -1353843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1353849.875000 Penalty: 4622.231445
	Iteration 111Q: 3 clusters Score -1353850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1353852.125000 Penalty: 4622.231445
	Iteration 112Q: 3 clusters Score -1353852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1353856.375000 Penalty: 4622.231445
	Iteration 113Q: 3 clusters Score -1353856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1353858.625000 Penalty: 4622.231445
	Iteration 114Q: 3 clusters Score -1353859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1353860.125000 Penalty: 4622.231445
	Iteration 115Q: 3 clusters Score -1353860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1353863.375000 Penalty: 4622.231445
	Iteration 116Q: 3 clusters Score -1353863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1353863.375000 Penalty: 4622.231445
	Iteration 117Q: 3 clusters Score -1353863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1353866.625000 Penalty: 4622.231445
	Iteration 118Q: 3 clusters Score -1353867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1353868.125000 Penalty: 4622.231445
	Iteration 119Q: 3 clusters Score -1353868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1353872.375000 Penalty: 4622.231445
	Iteration 120F: 3 clusters Score -1353872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1353873.000000 Penalty: 4622.231445
	Iteration 121Q: 3 clusters Score -1353873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1353870.500000 Penalty: 4622.231445
	Iteration 122Q: 3 clusters Score -1353870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1353871.500000 Penalty: 4622.231445
	Iteration 123Q: 3 clusters Score -1353872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1353872.000000 Penalty: 4622.231445
	Iteration 124Q: 3 clusters Score -1353872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1353872.875000 Penalty: 4622.231445
	Iteration 125Q: 3 clusters Score -1353873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1353871.750000 Penalty: 4622.231445
	Iteration 126Q: 3 clusters Score -1353872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1353873.250000 Penalty: 4622.231445
	Iteration 127Q: 3 clusters Score -1353873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1353871.500000 Penalty: 4622.231445
	Iteration 128Q: 3 clusters Score -1353872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1353870.625000 Penalty: 4622.231445
	Iteration 129Q: 3 clusters Score -1353871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1353872.500000 Penalty: 4622.231445
	Iteration 130Q: 3 clusters Score -1353872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1353874.000000 Penalty: 4622.231445
	Iteration 131Q: 3 clusters Score -1353874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1353875.250000 Penalty: 4622.231445
	Iteration 132Q: 3 clusters Score -1353875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1353874.250000 Penalty: 4622.231445
	Iteration 133Q: 3 clusters Score -1353874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1353873.125000 Penalty: 4622.231445
	Iteration 134Q: 3 clusters Score -1353873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1353873.500000 Penalty: 4622.231445
	Iteration 135Q: 3 clusters Score -1353874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1353873.250000 Penalty: 4622.231445
	Iteration 136Q: 3 clusters Score -1353873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1353875.625000 Penalty: 4622.231445
	Iteration 137Q: 3 clusters Score -1353876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1353875.750000 Penalty: 4622.231445
	Iteration 138Q: 3 clusters Score -1353876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1353873.250000 Penalty: 4622.231445
	Iteration 139Q: 3 clusters Score -1353873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1353875.125000 Penalty: 4622.231445
	Iteration 140F: 3 clusters Score -1353875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1353877.250000 Penalty: 4622.231445
	Iteration 141Q: 3 clusters Score -1353877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1353878.625000 Penalty: 4622.231445
	Iteration 142Q: 3 clusters Score -1353879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1353878.625000 Penalty: 4622.231445
	Iteration 143F: 3 clusters Score -1353879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Entering Unmasked Estep 
Score: -1463770.375000 Penalty: 2318.458496
	Iteration 0F: 2 clusters Score -1463770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1455083.875000 Penalty: 4636.916992
	Iteration 0F: 3 clusters Score -1455084 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1457772.875000 Penalty: 4636.916992
	Iteration 1F: 3 clusters Score -1457773 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1458044.500000 Penalty: 4636.916992
	Iteration 2F: 3 clusters Score -1458044 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1458240.875000 Penalty: 4636.916992
	Iteration 3Q: 3 clusters Score -1458241 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1458427.125000 Penalty: 4636.916992
	Iteration 4Q: 3 clusters Score -1458427 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1458589.750000 Penalty: 4636.916992
	Iteration 5Q: 3 clusters Score -1458590 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1458741.875000 Penalty: 4636.916992
	Iteration 6Q: 3 clusters Score -1458742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1458904.375000 Penalty: 4636.916992
	Iteration 7Q: 3 clusters Score -1458904 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1459079.000000 Penalty: 4636.916992
	Iteration 8Q: 3 clusters Score -1459079 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1459264.500000 Penalty: 4636.916992
	Iteration 9Q: 3 clusters Score -1459264 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1459498.250000 Penalty: 4636.916992
	Iteration 10Q: 3 clusters Score -1459498 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1459830.500000 Penalty: 4636.916992
	Iteration 11Q: 3 clusters Score -1459830 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1460193.250000 Penalty: 4636.916992
	Iteration 12Q: 3 clusters Score -1460193 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1460596.500000 Penalty: 4636.916992
	Iteration 13Q: 3 clusters Score -1460596 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1460988.000000 Penalty: 4636.916992
	Iteration 14Q: 3 clusters Score -1460988 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1461310.625000 Penalty: 4636.916992
	Iteration 15Q: 3 clusters Score -1461311 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1461545.750000 Penalty: 4636.916992
	Iteration 16Q: 3 clusters Score -1461546 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1461680.250000 Penalty: 4636.916992
	Iteration 17Q: 3 clusters Score -1461680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1461767.375000 Penalty: 4636.916992
	Iteration 18Q: 3 clusters Score -1461767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1461834.000000 Penalty: 4636.916992
	Iteration 19Q: 3 clusters Score -1461834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1461879.875000 Penalty: 4636.916992
	Iteration 20F: 3 clusters Score -1461880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1461900.125000 Penalty: 4636.916992
	Iteration 21Q: 3 clusters Score -1461900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1461918.000000 Penalty: 4636.916992
	Iteration 22Q: 3 clusters Score -1461918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1461926.625000 Penalty: 4636.916992
	Iteration 23Q: 3 clusters Score -1461927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1461933.500000 Penalty: 4636.916992
	Iteration 24Q: 3 clusters Score -1461934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1461935.500000 Penalty: 4636.916992
	Iteration 25Q: 3 clusters Score -1461936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1461940.000000 Penalty: 4636.916992
	Iteration 26Q: 3 clusters Score -1461940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1461942.500000 Penalty: 4636.916992
	Iteration 27Q: 3 clusters Score -1461942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1461947.375000 Penalty: 4636.916992
	Iteration 28Q: 3 clusters Score -1461947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1461953.125000 Penalty: 4636.916992
	Iteration 29Q: 3 clusters Score -1461953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1461955.750000 Penalty: 4636.916992
	Iteration 30Q: 3 clusters Score -1461956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1461955.750000 Penalty: 4636.916992
	Iteration 31F: 3 clusters Score -1461956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -316520.343750 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -316520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -313510.343750 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -313510.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -314266.812500 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -314266.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -314553.750000 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -314553.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314764.812500 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -314764.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -314934.750000 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -314934.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -315081.906250 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -315081.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -315191.343750 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -315191.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -315260.156250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -315260.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -315313.531250 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -315313.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -315356.718750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -315356.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -315383.000000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -315383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -315398.000000 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -315398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -315408.437500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -315408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -315415.750000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -315415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -315422.781250 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -315422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -315428.718750 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -315428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -315428.718750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -315428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -315428.718750 Penalty: 3922.560059
	Iteration 17F: 3 clusters Score -315428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Entering Unmasked Estep 
Score: -4476401.500000 Penalty: 2613.312012
	Iteration 0F: 2 clusters Score -4476402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4451063.000000 Penalty: 5226.624023
	Iteration 0F: 3 clusters Score -4451063 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4460514.500000 Penalty: 5226.624023
	Iteration 1F: 3 clusters Score -4460514 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4461185.000000 Penalty: 5226.624023
	Iteration 2Q: 3 clusters Score -4461185 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4461793.500000 Penalty: 5226.624023
	Iteration 3Q: 3 clusters Score -4461794 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4462513.000000 Penalty: 5226.624023
	Iteration 4Q: 3 clusters Score -4462513 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4463344.500000 Penalty: 5226.624023
	Iteration 5Q: 3 clusters Score -4463344 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -4464393.500000 Penalty: 5226.624023
	Iteration 6F: 3 clusters Score -4464394 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4465852.000000 Penalty: 5226.624023
	Iteration 7F: 3 clusters Score -4465852 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4467815.500000 Penalty: 5226.624023
	Iteration 8F: 3 clusters Score -4467816 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4469913.000000 Penalty: 5226.624023
	Iteration 9F: 3 clusters Score -4469913 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4471756.000000 Penalty: 5226.624023
	Iteration 10F: 3 clusters Score -4471756 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4472957.000000 Penalty: 5226.624023
	Iteration 11Q: 3 clusters Score -4472957 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4473576.500000 Penalty: 5226.624023
	Iteration 12Q: 3 clusters Score -4473576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4473885.500000 Penalty: 5226.624023
	Iteration 13Q: 3 clusters Score -4473886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4474031.000000 Penalty: 5226.624023
	Iteration 14Q: 3 clusters Score -4474031 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4474121.000000 Penalty: 5226.624023
	Iteration 15Q: 3 clusters Score -4474121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -4474170.000000 Penalty: 5226.624023
	Iteration 16Q: 3 clusters Score -4474170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4474207.000000 Penalty: 5226.624023
	Iteration 17Q: 3 clusters Score -4474207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4474235.500000 Penalty: 5226.624023
	Iteration 18Q: 3 clusters Score -4474236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -4474266.000000 Penalty: 5226.624023
	Iteration 19Q: 3 clusters Score -4474266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -4474277.000000 Penalty: 5226.624023
	Iteration 20F: 3 clusters Score -4474277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4474282.000000 Penalty: 5226.624023
	Iteration 21Q: 3 clusters Score -4474282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4474294.000000 Penalty: 5226.624023
	Iteration 22Q: 3 clusters Score -4474294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4474307.500000 Penalty: 5226.624023
	Iteration 23Q: 3 clusters Score -4474308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4474312.500000 Penalty: 5226.624023
	Iteration 24Q: 3 clusters Score -4474312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4474319.500000 Penalty: 5226.624023
	Iteration 25Q: 3 clusters Score -4474320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -4474319.500000 Penalty: 5226.624023
	Iteration 26Q: 3 clusters Score -4474320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4474318.500000 Penalty: 5226.624023
	Iteration 27Q: 3 clusters Score -4474318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4474323.000000 Penalty: 5226.624023
	Iteration 28Q: 3 clusters Score -4474323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4474324.000000 Penalty: 5226.624023
	Iteration 29Q: 3 clusters Score -4474324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4474324.000000 Penalty: 5226.624023
	Iteration 30F: 3 clusters Score -4474324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Entering Unmasked Estep 
Score: -6309934.000000 Penalty: 2673.413330
	Iteration 0F: 2 clusters Score -6309934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6277585.000000 Penalty: 5346.826660
	Iteration 0F: 3 clusters Score -6277585 nChanged 22119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -6289864.000000 Penalty: 5346.826660
	Iteration 1F: 3 clusters Score -6289864 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6290575.500000 Penalty: 5346.826660
	Iteration 2Q: 3 clusters Score -6290576 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -6291386.000000 Penalty: 5346.826660
	Iteration 3Q: 3 clusters Score -6291386 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -6292420.000000 Penalty: 5346.826660
	Iteration 4Q: 3 clusters Score -6292420 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -6293865.000000 Penalty: 5346.826660
	Iteration 5F: 3 clusters Score -6293865 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -6295850.000000 Penalty: 5346.826660
	Iteration 6F: 3 clusters Score -6295850 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6298407.000000 Penalty: 5346.826660
	Iteration 7F: 3 clusters Score -6298407 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6300957.000000 Penalty: 5346.826660
	Iteration 8F: 3 clusters Score -6300957 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -6303137.000000 Penalty: 5346.826660
	Iteration 9F: 3 clusters Score -6303137 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -6304853.000000 Penalty: 5346.826660
	Iteration 10Q: 3 clusters Score -6304853 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6305915.000000 Penalty: 5346.826660
	Iteration 11Q: 3 clusters Score -6305915 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6306521.500000 Penalty: 5346.826660
	Iteration 12Q: 3 clusters Score -6306522 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6306886.500000 Penalty: 5346.826660
	Iteration 13Q: 3 clusters Score -6306886 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6307110.500000 Penalty: 5346.826660
	Iteration 14Q: 3 clusters Score -6307110 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6307235.500000 Penalty: 5346.826660
	Iteration 15Q: 3 clusters Score -6307236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6307326.500000 Penalty: 5346.826660
	Iteration 16Q: 3 clusters Score -6307326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -6307401.000000 Penalty: 5346.826660
	Iteration 17Q: 3 clusters Score -6307401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -6307452.000000 Penalty: 5346.826660
	Iteration 18Q: 3 clusters Score -6307452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6307487.500000 Penalty: 5346.826660
	Iteration 19Q: 3 clusters Score -6307488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -6307517.500000 Penalty: 5346.826660
	Iteration 20F: 3 clusters Score -6307518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -6307543.500000 Penalty: 5346.826660
	Iteration 21Q: 3 clusters Score -6307544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6307575.000000 Penalty: 5346.826660
	Iteration 22Q: 3 clusters Score -6307575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6307578.500000 Penalty: 5346.826660
	Iteration 23Q: 3 clusters Score -6307578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6307582.000000 Penalty: 5346.826660
	Iteration 24Q: 3 clusters Score -6307582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -6307586.000000 Penalty: 5346.826660
	Iteration 25Q: 3 clusters Score -6307586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6307593.500000 Penalty: 5346.826660
	Iteration 26Q: 3 clusters Score -6307594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6307604.000000 Penalty: 5346.826660
	Iteration 27Q: 3 clusters Score -6307604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6307616.000000 Penalty: 5346.826660
	Iteration 28Q: 3 clusters Score -6307616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6307627.000000 Penalty: 5346.826660
	Iteration 29Q: 3 clusters Score -6307627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6307628.000000 Penalty: 5346.826660
	Iteration 30Q: 3 clusters Score -6307628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6307642.500000 Penalty: 5346.826660
	Iteration 31Q: 3 clusters Score -6307642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6307638.500000 Penalty: 5346.826660
	Iteration 32Q: 3 clusters Score -6307638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6307641.000000 Penalty: 5346.826660
	Iteration 33Q: 3 clusters Score -6307641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6307654.500000 Penalty: 5346.826660
	Iteration 34Q: 3 clusters Score -6307654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6307656.000000 Penalty: 5346.826660
	Iteration 35Q: 3 clusters Score -6307656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -6307654.500000 Penalty: 5346.826660
	Iteration 36Q: 3 clusters Score -6307654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6307653.000000 Penalty: 5346.826660
	Iteration 37Q: 3 clusters Score -6307653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -6307655.500000 Penalty: 5346.826660
	Iteration 38Q: 3 clusters Score -6307656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6307654.500000 Penalty: 5346.826660
	Iteration 39Q: 3 clusters Score -6307654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -6307654.000000 Penalty: 5346.826660
	Iteration 40F: 3 clusters Score -6307654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -6307648.000000 Penalty: 5346.826660
	Iteration 41Q: 3 clusters Score -6307648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -6307648.000000 Penalty: 5346.826660
	Iteration 42F: 3 clusters Score -6307648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -89496.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87749.640625 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -87749.64 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88270.601562 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -88270.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88655.062500 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -88655.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -89164.468750 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -89164.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89543.554688 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -89543.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89938.515625 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -89938.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90105.218750 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -90105.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90181.609375 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -90181.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90224.335938 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -90224.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90263.757812 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -90263.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90314.960938 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -90314.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90358.101562 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -90358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90370.609375 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -90370.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90374.953125 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -90374.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90376.125000 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -90376.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90376.125000 Penalty: 3335.616699
	Iteration 15F: 3 clusters Score -90376.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 506 members 
Entering Unmasked Estep 
Score: -104963512.000000 Penalty: 118401.421875
Splitting cluster 18 changes total score from -104964432.000000 to -104963512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Entering Unmasked Estep 
Score: -2781835.000000 Penalty: 2472.147949
	Iteration 0F: 2 clusters Score -2781835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2766897.250000 Penalty: 4944.295898
	Iteration 0F: 3 clusters Score -2766897 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2771884.000000 Penalty: 4944.295898
	Iteration 1F: 3 clusters Score -2771884 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2772203.500000 Penalty: 4944.295898
	Iteration 2Q: 3 clusters Score -2772204 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2772500.750000 Penalty: 4944.295898
	Iteration 3Q: 3 clusters Score -2772501 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2772776.500000 Penalty: 4944.295898
	Iteration 4Q: 3 clusters Score -2772776 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2773076.750000 Penalty: 4944.295898
	Iteration 5Q: 3 clusters Score -2773077 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2773423.750000 Penalty: 4944.295898
	Iteration 6Q: 3 clusters Score -2773424 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2773834.750000 Penalty: 4944.295898
	Iteration 7Q: 3 clusters Score -2773835 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2774417.750000 Penalty: 4944.295898
	Iteration 8F: 3 clusters Score -2774418 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2775239.500000 Penalty: 4944.295898
	Iteration 9F: 3 clusters Score -2775240 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2776215.250000 Penalty: 4944.295898
	Iteration 10F: 3 clusters Score -2776215 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2777168.000000 Penalty: 4944.295898
	Iteration 11F: 3 clusters Score -2777168 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2777986.000000 Penalty: 4944.295898
	Iteration 12Q: 3 clusters Score -2777986 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2778618.250000 Penalty: 4944.295898
	Iteration 13Q: 3 clusters Score -2778618 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2779069.500000 Penalty: 4944.295898
	Iteration 14Q: 3 clusters Score -2779070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2779352.000000 Penalty: 4944.295898
	Iteration 15Q: 3 clusters Score -2779352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2779509.000000 Penalty: 4944.295898
	Iteration 16Q: 3 clusters Score -2779509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2779628.000000 Penalty: 4944.295898
	Iteration 17Q: 3 clusters Score -2779628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2779719.250000 Penalty: 4944.295898
	Iteration 18Q: 3 clusters Score -2779719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2779789.500000 Penalty: 4944.295898
	Iteration 19Q: 3 clusters Score -2779790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2779825.000000 Penalty: 4944.295898
	Iteration 20F: 3 clusters Score -2779825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2779858.750000 Penalty: 4944.295898
	Iteration 21Q: 3 clusters Score -2779859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2779877.750000 Penalty: 4944.295898
	Iteration 22Q: 3 clusters Score -2779878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2779890.750000 Penalty: 4944.295898
	Iteration 23Q: 3 clusters Score -2779891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2779900.500000 Penalty: 4944.295898
	Iteration 24Q: 3 clusters Score -2779900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2779907.500000 Penalty: 4944.295898
	Iteration 25Q: 3 clusters Score -2779908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2779915.000000 Penalty: 4944.295898
	Iteration 26Q: 3 clusters Score -2779915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2779921.250000 Penalty: 4944.295898
	Iteration 27Q: 3 clusters Score -2779921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2779927.000000 Penalty: 4944.295898
	Iteration 28Q: 3 clusters Score -2779927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2779936.750000 Penalty: 4944.295898
	Iteration 29Q: 3 clusters Score -2779937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2779939.000000 Penalty: 4944.295898
	Iteration 30Q: 3 clusters Score -2779939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2779938.000000 Penalty: 4944.295898
	Iteration 31Q: 3 clusters Score -2779938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2779936.750000 Penalty: 4944.295898
	Iteration 32Q: 3 clusters Score -2779937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2779939.000000 Penalty: 4944.295898
	Iteration 33Q: 3 clusters Score -2779939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2779942.500000 Penalty: 4944.295898
	Iteration 34Q: 3 clusters Score -2779942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2779946.750000 Penalty: 4944.295898
	Iteration 35Q: 3 clusters Score -2779947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2779949.000000 Penalty: 4944.295898
	Iteration 36Q: 3 clusters Score -2779949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2779949.250000 Penalty: 4944.295898
	Iteration 37Q: 3 clusters Score -2779949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2779952.750000 Penalty: 4944.295898
	Iteration 38Q: 3 clusters Score -2779953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2779951.250000 Penalty: 4944.295898
	Iteration 39Q: 3 clusters Score -2779951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2779949.500000 Penalty: 4944.295898
	Iteration 40F: 3 clusters Score -2779950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2779951.000000 Penalty: 4944.295898
	Iteration 41Q: 3 clusters Score -2779951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2779951.000000 Penalty: 4944.295898
	Iteration 42F: 3 clusters Score -2779951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -1007140.937500 Penalty: 2246.385010
	Iteration 0F: 2 clusters Score -1007141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1000279.062500 Penalty: 4492.770020
	Iteration 0F: 3 clusters Score -1000279 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1002242.687500 Penalty: 4492.770020
	Iteration 1F: 3 clusters Score -1002243 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1002636.187500 Penalty: 4492.770020
	Iteration 2F: 3 clusters Score -1002636 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1002988.250000 Penalty: 4492.770020
	Iteration 3F: 3 clusters Score -1002988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1003331.500000 Penalty: 4492.770020
	Iteration 4F: 3 clusters Score -1003332 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1003691.187500 Penalty: 4492.770020
	Iteration 5Q: 3 clusters Score -1003691 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1004047.250000 Penalty: 4492.770020
	Iteration 6Q: 3 clusters Score -1004047 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1004374.625000 Penalty: 4492.770020
	Iteration 7Q: 3 clusters Score -1004375 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1004629.375000 Penalty: 4492.770020
	Iteration 8Q: 3 clusters Score -1004629 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1004839.687500 Penalty: 4492.770020
	Iteration 9Q: 3 clusters Score -1004840 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1005049.250000 Penalty: 4492.770020
	Iteration 10Q: 3 clusters Score -1005049 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1005238.375000 Penalty: 4492.770020
	Iteration 11Q: 3 clusters Score -1005238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1005415.500000 Penalty: 4492.770020
	Iteration 12Q: 3 clusters Score -1005416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1005555.687500 Penalty: 4492.770020
	Iteration 13Q: 3 clusters Score -1005556 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1005705.562500 Penalty: 4492.770020
	Iteration 14Q: 3 clusters Score -1005706 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1005853.812500 Penalty: 4492.770020
	Iteration 15Q: 3 clusters Score -1005854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1005983.875000 Penalty: 4492.770020
	Iteration 16Q: 3 clusters Score -1005984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1006108.062500 Penalty: 4492.770020
	Iteration 17Q: 3 clusters Score -1006108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1006211.562500 Penalty: 4492.770020
	Iteration 18Q: 3 clusters Score -1006212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1006283.750000 Penalty: 4492.770020
	Iteration 19Q: 3 clusters Score -1006284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1006332.562500 Penalty: 4492.770020
	Iteration 20F: 3 clusters Score -1006333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1006377.750000 Penalty: 4492.770020
	Iteration 21Q: 3 clusters Score -1006378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1006414.062500 Penalty: 4492.770020
	Iteration 22Q: 3 clusters Score -1006414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1006455.375000 Penalty: 4492.770020
	Iteration 23Q: 3 clusters Score -1006455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1006487.562500 Penalty: 4492.770020
	Iteration 24Q: 3 clusters Score -1006488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1006512.750000 Penalty: 4492.770020
	Iteration 25Q: 3 clusters Score -1006513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1006527.250000 Penalty: 4492.770020
	Iteration 26Q: 3 clusters Score -1006527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1006540.687500 Penalty: 4492.770020
	Iteration 27Q: 3 clusters Score -1006541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1006549.875000 Penalty: 4492.770020
	Iteration 28Q: 3 clusters Score -1006550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1006556.312500 Penalty: 4492.770020
	Iteration 29Q: 3 clusters Score -1006556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1006559.187500 Penalty: 4492.770020
	Iteration 30Q: 3 clusters Score -1006559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1006567.500000 Penalty: 4492.770020
	Iteration 31Q: 3 clusters Score -1006568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1006573.187500 Penalty: 4492.770020
	Iteration 32Q: 3 clusters Score -1006573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1006579.937500 Penalty: 4492.770020
	Iteration 33Q: 3 clusters Score -1006580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1006587.062500 Penalty: 4492.770020
	Iteration 34Q: 3 clusters Score -1006587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1006589.437500 Penalty: 4492.770020
	Iteration 35Q: 3 clusters Score -1006589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1006590.875000 Penalty: 4492.770020
	Iteration 36Q: 3 clusters Score -1006591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1006592.562500 Penalty: 4492.770020
	Iteration 37Q: 3 clusters Score -1006593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1006592.562500 Penalty: 4492.770020
	Iteration 38F: 3 clusters Score -1006593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -514501.718750 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -514501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -510164.000000 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -510164 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -511340.062500 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -511340.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -511850.343750 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -511850.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -512364.562500 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -512364.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -512816.187500 Penalty: 4199.608398
	Iteration 4F: 3 clusters Score -512816.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -513118.562500 Penalty: 4199.608398
	Iteration 5F: 3 clusters Score -513118.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -513347.062500 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -513347.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -513564.062500 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -513564.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -513715.718750 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -513715.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -513816.250000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -513816.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -513881.843750 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -513881.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -513931.218750 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -513931.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -513965.593750 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -513965.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -513985.125000 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -513985.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -514000.625000 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -514000.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -514009.906250 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -514009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -514020.312500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -514020.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -514037.843750 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -514037.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -514056.281250 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -514056.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -514064.437500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -514064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -514069.687500 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -514069.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -514076.437500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -514076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -514078.500000 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -514078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -514080.000000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -514080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -514080.625000 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -514080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -514080.625000 Penalty: 4199.608398
	Iteration 25F: 3 clusters Score -514080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Entering Unmasked Estep 
Score: -1279512.250000 Penalty: 2284.857910
	Iteration 0F: 2 clusters Score -1279512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1271813.125000 Penalty: 4569.715820
	Iteration 0F: 3 clusters Score -1271813 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1274078.500000 Penalty: 4569.715820
	Iteration 1F: 3 clusters Score -1274078 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1274333.625000 Penalty: 4569.715820
	Iteration 2F: 3 clusters Score -1274334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1274508.500000 Penalty: 4569.715820
	Iteration 3Q: 3 clusters Score -1274508 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1274625.625000 Penalty: 4569.715820
	Iteration 4Q: 3 clusters Score -1274626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1274724.375000 Penalty: 4569.715820
	Iteration 5Q: 3 clusters Score -1274724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1274792.000000 Penalty: 4569.715820
	Iteration 6Q: 3 clusters Score -1274792 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1274848.000000 Penalty: 4569.715820
	Iteration 7Q: 3 clusters Score -1274848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1274894.875000 Penalty: 4569.715820
	Iteration 8Q: 3 clusters Score -1274895 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1274943.250000 Penalty: 4569.715820
	Iteration 9Q: 3 clusters Score -1274943 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1274998.875000 Penalty: 4569.715820
	Iteration 10Q: 3 clusters Score -1274999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1275069.125000 Penalty: 4569.715820
	Iteration 11Q: 3 clusters Score -1275069 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1275156.000000 Penalty: 4569.715820
	Iteration 12Q: 3 clusters Score -1275156 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1275248.875000 Penalty: 4569.715820
	Iteration 13Q: 3 clusters Score -1275249 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1275362.500000 Penalty: 4569.715820
	Iteration 14Q: 3 clusters Score -1275362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1275499.750000 Penalty: 4569.715820
	Iteration 15Q: 3 clusters Score -1275500 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1275669.875000 Penalty: 4569.715820
	Iteration 16Q: 3 clusters Score -1275670 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1275889.125000 Penalty: 4569.715820
	Iteration 17Q: 3 clusters Score -1275889 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1276116.000000 Penalty: 4569.715820
	Iteration 18Q: 3 clusters Score -1276116 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1276399.250000 Penalty: 4569.715820
	Iteration 19Q: 3 clusters Score -1276399 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1276689.500000 Penalty: 4569.715820
	Iteration 20F: 3 clusters Score -1276690 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1276959.500000 Penalty: 4569.715820
	Iteration 21Q: 3 clusters Score -1276960 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1277229.250000 Penalty: 4569.715820
	Iteration 22Q: 3 clusters Score -1277229 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1277449.875000 Penalty: 4569.715820
	Iteration 23Q: 3 clusters Score -1277450 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1277604.000000 Penalty: 4569.715820
	Iteration 24Q: 3 clusters Score -1277604 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1277697.125000 Penalty: 4569.715820
	Iteration 25Q: 3 clusters Score -1277697 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1277775.125000 Penalty: 4569.715820
	Iteration 26Q: 3 clusters Score -1277775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1277833.000000 Penalty: 4569.715820
	Iteration 27Q: 3 clusters Score -1277833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1277872.375000 Penalty: 4569.715820
	Iteration 28Q: 3 clusters Score -1277872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1277906.000000 Penalty: 4569.715820
	Iteration 29Q: 3 clusters Score -1277906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1277930.875000 Penalty: 4569.715820
	Iteration 30Q: 3 clusters Score -1277931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1277946.625000 Penalty: 4569.715820
	Iteration 31Q: 3 clusters Score -1277947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1277963.750000 Penalty: 4569.715820
	Iteration 32Q: 3 clusters Score -1277964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1277976.250000 Penalty: 4569.715820
	Iteration 33Q: 3 clusters Score -1277976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1277978.250000 Penalty: 4569.715820
	Iteration 34Q: 3 clusters Score -1277978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1277983.375000 Penalty: 4569.715820
	Iteration 35Q: 3 clusters Score -1277983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1277983.125000 Penalty: 4569.715820
	Iteration 36Q: 3 clusters Score -1277983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1277984.375000 Penalty: 4569.715820
	Iteration 37Q: 3 clusters Score -1277984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1277985.000000 Penalty: 4569.715820
	Iteration 38Q: 3 clusters Score -1277985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1277985.500000 Penalty: 4569.715820
	Iteration 39Q: 3 clusters Score -1277986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1277984.875000 Penalty: 4569.715820
	Iteration 40F: 3 clusters Score -1277985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1277986.500000 Penalty: 4569.715820
	Iteration 41Q: 3 clusters Score -1277986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1277988.750000 Penalty: 4569.715820
	Iteration 42Q: 3 clusters Score -1277989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1277990.500000 Penalty: 4569.715820
	Iteration 43Q: 3 clusters Score -1277990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1277991.750000 Penalty: 4569.715820
	Iteration 44Q: 3 clusters Score -1277992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1277989.625000 Penalty: 4569.715820
	Iteration 45Q: 3 clusters Score -1277990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1277990.000000 Penalty: 4569.715820
	Iteration 46Q: 3 clusters Score -1277990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1277990.000000 Penalty: 4569.715820
	Iteration 47F: 3 clusters Score -1277990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -509195.906250 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -509195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -505234.093750 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -505234.1 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -506124.000000 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -506124 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -506349.687500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -506349.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -506484.281250 Penalty: 4133.540527
	Iteration 3F: 3 clusters Score -506484.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -506592.906250 Penalty: 4133.540527
	Iteration 4Q: 3 clusters Score -506592.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -506693.968750 Penalty: 4133.540527
	Iteration 5Q: 3 clusters Score -506694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -506791.500000 Penalty: 4133.540527
	Iteration 6Q: 3 clusters Score -506791.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -506878.625000 Penalty: 4133.540527
	Iteration 7Q: 3 clusters Score -506878.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -506981.125000 Penalty: 4133.540527
	Iteration 8Q: 3 clusters Score -506981.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -507099.843750 Penalty: 4133.540527
	Iteration 9Q: 3 clusters Score -507099.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -507259.406250 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -507259.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -507424.187500 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -507424.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -507559.531250 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -507559.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -507680.937500 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -507680.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -507748.218750 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -507748.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -507797.343750 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -507797.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -507832.062500 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -507832.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -507857.500000 Penalty: 4133.540527
	Iteration 17Q: 3 clusters Score -507857.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -507875.843750 Penalty: 4133.540527
	Iteration 18Q: 3 clusters Score -507875.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -507891.656250 Penalty: 4133.540527
	Iteration 19Q: 3 clusters Score -507891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -507902.843750 Penalty: 4133.540527
	Iteration 20F: 3 clusters Score -507902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -507907.687500 Penalty: 4133.540527
	Iteration 21Q: 3 clusters Score -507907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -507910.375000 Penalty: 4133.540527
	Iteration 22Q: 3 clusters Score -507910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507912.062500 Penalty: 4133.540527
	Iteration 23Q: 3 clusters Score -507912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507913.656250 Penalty: 4133.540527
	Iteration 24Q: 3 clusters Score -507913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -507914.718750 Penalty: 4133.540527
	Iteration 25Q: 3 clusters Score -507914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -507915.687500 Penalty: 4133.540527
	Iteration 26Q: 3 clusters Score -507915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -507915.687500 Penalty: 4133.540527
	Iteration 27F: 3 clusters Score -507915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Entering Unmasked Estep 
Score: -4650376.000000 Penalty: 2600.378174
	Iteration 0F: 2 clusters Score -4650376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4626023.500000 Penalty: 5200.756348
	Iteration 0F: 3 clusters Score -4626024 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4634795.500000 Penalty: 5200.756348
	Iteration 1F: 3 clusters Score -4634796 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4635257.500000 Penalty: 5200.756348
	Iteration 2Q: 3 clusters Score -4635258 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4635637.500000 Penalty: 5200.756348
	Iteration 3Q: 3 clusters Score -4635638 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4636001.000000 Penalty: 5200.756348
	Iteration 4Q: 3 clusters Score -4636001 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4636373.000000 Penalty: 5200.756348
	Iteration 5Q: 3 clusters Score -4636373 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4636845.000000 Penalty: 5200.756348
	Iteration 6Q: 3 clusters Score -4636845 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4637567.500000 Penalty: 5200.756348
	Iteration 7Q: 3 clusters Score -4637568 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4638710.000000 Penalty: 5200.756348
	Iteration 8F: 3 clusters Score -4638710 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4640371.000000 Penalty: 5200.756348
	Iteration 9F: 3 clusters Score -4640371 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4642505.000000 Penalty: 5200.756348
	Iteration 10F: 3 clusters Score -4642505 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4644753.000000 Penalty: 5200.756348
	Iteration 11F: 3 clusters Score -4644753 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4646459.500000 Penalty: 5200.756348
	Iteration 12Q: 3 clusters Score -4646460 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4647347.000000 Penalty: 5200.756348
	Iteration 13Q: 3 clusters Score -4647347 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4647724.500000 Penalty: 5200.756348
	Iteration 14Q: 3 clusters Score -4647724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4647885.500000 Penalty: 5200.756348
	Iteration 15Q: 3 clusters Score -4647886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4647952.500000 Penalty: 5200.756348
	Iteration 16Q: 3 clusters Score -4647952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4648004.500000 Penalty: 5200.756348
	Iteration 17Q: 3 clusters Score -4648004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4648031.500000 Penalty: 5200.756348
	Iteration 18Q: 3 clusters Score -4648032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4648059.500000 Penalty: 5200.756348
	Iteration 19Q: 3 clusters Score -4648060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4648088.500000 Penalty: 5200.756348
	Iteration 20F: 3 clusters Score -4648088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4648101.000000 Penalty: 5200.756348
	Iteration 21Q: 3 clusters Score -4648101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4648111.500000 Penalty: 5200.756348
	Iteration 22Q: 3 clusters Score -4648112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4648127.500000 Penalty: 5200.756348
	Iteration 23Q: 3 clusters Score -4648128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4648137.500000 Penalty: 5200.756348
	Iteration 24Q: 3 clusters Score -4648138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4648137.000000 Penalty: 5200.756348
	Iteration 25Q: 3 clusters Score -4648137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4648137.000000 Penalty: 5200.756348
	Iteration 26F: 3 clusters Score -4648137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -956018.375000 Penalty: 2218.894775
	Iteration 0F: 2 clusters Score -956018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -949808.187500 Penalty: 4437.789551
	Iteration 0F: 3 clusters Score -949808.2 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -951476.562500 Penalty: 4437.789551
	Iteration 1F: 3 clusters Score -951476.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -951777.625000 Penalty: 4437.789551
	Iteration 2F: 3 clusters Score -951777.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -951973.625000 Penalty: 4437.789551
	Iteration 3F: 3 clusters Score -951973.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -952111.500000 Penalty: 4437.789551
	Iteration 4Q: 3 clusters Score -952111.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -952197.812500 Penalty: 4437.789551
	Iteration 5Q: 3 clusters Score -952197.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -952288.187500 Penalty: 4437.789551
	Iteration 6Q: 3 clusters Score -952288.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -952359.000000 Penalty: 4437.789551
	Iteration 7Q: 3 clusters Score -952359 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -952428.312500 Penalty: 4437.789551
	Iteration 8Q: 3 clusters Score -952428.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -952511.750000 Penalty: 4437.789551
	Iteration 9Q: 3 clusters Score -952511.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -952598.562500 Penalty: 4437.789551
	Iteration 10Q: 3 clusters Score -952598.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -952675.250000 Penalty: 4437.789551
	Iteration 11Q: 3 clusters Score -952675.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -952756.187500 Penalty: 4437.789551
	Iteration 12Q: 3 clusters Score -952756.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -952838.562500 Penalty: 4437.789551
	Iteration 13Q: 3 clusters Score -952838.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -952941.812500 Penalty: 4437.789551
	Iteration 14Q: 3 clusters Score -952941.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -953068.500000 Penalty: 4437.789551
	Iteration 15Q: 3 clusters Score -953068.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -953199.187500 Penalty: 4437.789551
	Iteration 16Q: 3 clusters Score -953199.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -953339.562500 Penalty: 4437.789551
	Iteration 17Q: 3 clusters Score -953339.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -953473.125000 Penalty: 4437.789551
	Iteration 18Q: 3 clusters Score -953473.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -953617.000000 Penalty: 4437.789551
	Iteration 19Q: 3 clusters Score -953617 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -953752.625000 Penalty: 4437.789551
	Iteration 20F: 3 clusters Score -953752.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -953888.750000 Penalty: 4437.789551
	Iteration 21Q: 3 clusters Score -953888.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -954010.000000 Penalty: 4437.789551
	Iteration 22Q: 3 clusters Score -954010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -954138.312500 Penalty: 4437.789551
	Iteration 23Q: 3 clusters Score -954138.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -954245.437500 Penalty: 4437.789551
	Iteration 24Q: 3 clusters Score -954245.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -954339.062500 Penalty: 4437.789551
	Iteration 25Q: 3 clusters Score -954339.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -954453.625000 Penalty: 4437.789551
	Iteration 26Q: 3 clusters Score -954453.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -954558.062500 Penalty: 4437.789551
	Iteration 27Q: 3 clusters Score -954558.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -954652.000000 Penalty: 4437.789551
	Iteration 28Q: 3 clusters Score -954652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -954733.500000 Penalty: 4437.789551
	Iteration 29Q: 3 clusters Score -954733.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -954777.000000 Penalty: 4437.789551
	Iteration 30Q: 3 clusters Score -954777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -954804.312500 Penalty: 4437.789551
	Iteration 31Q: 3 clusters Score -954804.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -954822.812500 Penalty: 4437.789551
	Iteration 32Q: 3 clusters Score -954822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -954828.437500 Penalty: 4437.789551
	Iteration 33Q: 3 clusters Score -954828.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -954831.375000 Penalty: 4437.789551
	Iteration 34Q: 3 clusters Score -954831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -954832.437500 Penalty: 4437.789551
	Iteration 35Q: 3 clusters Score -954832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -954832.875000 Penalty: 4437.789551
	Iteration 36Q: 3 clusters Score -954832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -954834.187500 Penalty: 4437.789551
	Iteration 37Q: 3 clusters Score -954834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -954836.437500 Penalty: 4437.789551
	Iteration 38Q: 3 clusters Score -954836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -954837.312500 Penalty: 4437.789551
	Iteration 39Q: 3 clusters Score -954837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -954836.750000 Penalty: 4437.789551
	Iteration 40F: 3 clusters Score -954836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -954837.000000 Penalty: 4437.789551
	Iteration 41Q: 3 clusters Score -954837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -954837.937500 Penalty: 4437.789551
	Iteration 42Q: 3 clusters Score -954837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -954837.937500 Penalty: 4437.789551
	Iteration 43F: 3 clusters Score -954837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -520243.937500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -520243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -516185.031250 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -516185 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -517224.906250 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -517224.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -517574.687500 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -517574.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -517920.125000 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -517920.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -518142.031250 Penalty: 4135.206543
	Iteration 4F: 3 clusters Score -518142 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -518306.843750 Penalty: 4135.206543
	Iteration 5F: 3 clusters Score -518306.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -518471.343750 Penalty: 4135.206543
	Iteration 6Q: 3 clusters Score -518471.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -518587.343750 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -518587.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -518691.562500 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -518691.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -518763.093750 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -518763.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518795.625000 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -518795.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -518821.875000 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -518821.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -518844.781250 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -518844.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -518860.593750 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -518860.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -518877.937500 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -518877.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -518891.125000 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -518891.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -518906.937500 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -518906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -518919.687500 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -518919.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -518927.562500 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -518927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -518934.781250 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -518934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -518939.031250 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -518939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -518941.937500 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -518941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -518944.156250 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -518944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -518947.125000 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -518947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -518947.750000 Penalty: 4135.206543
	Iteration 24Q: 3 clusters Score -518947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -518949.156250 Penalty: 4135.206543
	Iteration 25Q: 3 clusters Score -518949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -518950.437500 Penalty: 4135.206543
	Iteration 26Q: 3 clusters Score -518950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -518950.750000 Penalty: 4135.206543
	Iteration 27Q: 3 clusters Score -518950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -518952.375000 Penalty: 4135.206543
	Iteration 28Q: 3 clusters Score -518952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -518953.031250 Penalty: 4135.206543
	Iteration 29Q: 3 clusters Score -518953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -518952.843750 Penalty: 4135.206543
	Iteration 30Q: 3 clusters Score -518952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -518953.312500 Penalty: 4135.206543
	Iteration 31Q: 3 clusters Score -518953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -518953.312500 Penalty: 4135.206543
	Iteration 32F: 3 clusters Score -518953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (354196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354196 members 
Entering Unmasked Estep 
Score: -45875100.000000 Penalty: 3168.846191
	Iteration 0F: 2 clusters Score -4.58751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -45666620.000000 Penalty: 6337.692383
	Iteration 0F: 3 clusters Score -4.566662e+07 nChanged 171674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -45768204.000000 Penalty: 6337.692383
	Iteration 1F: 3 clusters Score -4.57682e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -45769100.000000 Penalty: 6337.692383
	Iteration 2Q: 3 clusters Score -4.57691e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -45770220.000000 Penalty: 6337.692383
	Iteration 3Q: 3 clusters Score -4.577022e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180659 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -45771632.000000 Penalty: 6337.692383
	Iteration 4Q: 3 clusters Score -4.577163e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -45773160.000000 Penalty: 6337.692383
	Iteration 5Q: 3 clusters Score -4.577316e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -45775572.000000 Penalty: 6337.692383
	Iteration 6Q: 3 clusters Score -4.577557e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -45778424.000000 Penalty: 6337.692383
	Iteration 7Q: 3 clusters Score -4.577842e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203740 members 
Mstep: Class 2 contains 150456 members 
Entering Unmasked Estep 
Score: -45783224.000000 Penalty: 6337.692383
	Iteration 8Q: 3 clusters Score -4.578322e+07 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217293 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -45790160.000000 Penalty: 6337.692383
	Iteration 9Q: 3 clusters Score -4.579016e+07 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234532 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -45801540.000000 Penalty: 6337.692383
	Iteration 10F: 3 clusters Score -4.580154e+07 nChanged 22003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253105 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -45814976.000000 Penalty: 6337.692383
	Iteration 11F: 3 clusters Score -4.581498e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269665 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -45826800.000000 Penalty: 6337.692383
	Iteration 12F: 3 clusters Score -4.58268e+07 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281993 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -45835744.000000 Penalty: 6337.692383
	Iteration 13Q: 3 clusters Score -4.583574e+07 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290056 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -45840864.000000 Penalty: 6337.692383
	Iteration 14Q: 3 clusters Score -4.584086e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295407 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -45843492.000000 Penalty: 6337.692383
	Iteration 15Q: 3 clusters Score -4.584349e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299208 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -45844740.000000 Penalty: 6337.692383
	Iteration 16Q: 3 clusters Score -4.584474e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302194 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -45845528.000000 Penalty: 6337.692383
	Iteration 17Q: 3 clusters Score -4.584553e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304945 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -45845592.000000 Penalty: 6337.692383
	Iteration 18Q: 3 clusters Score -4.584559e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307506 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -45845900.000000 Penalty: 6337.692383
	Iteration 19Q: 3 clusters Score -4.58459e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310021 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -45846196.000000 Penalty: 6337.692383
	Iteration 20F: 3 clusters Score -4.58462e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312448 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -45846544.000000 Penalty: 6337.692383
	Iteration 21Q: 3 clusters Score -4.584654e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314874 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -45847076.000000 Penalty: 6337.692383
	Iteration 22Q: 3 clusters Score -4.584708e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317167 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -45847832.000000 Penalty: 6337.692383
	Iteration 23Q: 3 clusters Score -4.584783e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319383 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -45848500.000000 Penalty: 6337.692383
	Iteration 24Q: 3 clusters Score -4.58485e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321505 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -45849332.000000 Penalty: 6337.692383
	Iteration 25Q: 3 clusters Score -4.584933e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323636 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -45850032.000000 Penalty: 6337.692383
	Iteration 26Q: 3 clusters Score -4.585003e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325715 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -45850808.000000 Penalty: 6337.692383
	Iteration 27Q: 3 clusters Score -4.585081e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327755 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -45851888.000000 Penalty: 6337.692383
	Iteration 28Q: 3 clusters Score -4.585189e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329681 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -45852816.000000 Penalty: 6337.692383
	Iteration 29Q: 3 clusters Score -4.585282e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331476 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -45854544.000000 Penalty: 6337.692383
	Iteration 30Q: 3 clusters Score -4.585454e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333359 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -45856152.000000 Penalty: 6337.692383
	Iteration 31Q: 3 clusters Score -4.585615e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335338 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -45857428.000000 Penalty: 6337.692383
	Iteration 32Q: 3 clusters Score -4.585743e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337280 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -45858676.000000 Penalty: 6337.692383
	Iteration 33Q: 3 clusters Score -4.585868e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339129 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -45859612.000000 Penalty: 6337.692383
	Iteration 34Q: 3 clusters Score -4.585961e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340829 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -45860820.000000 Penalty: 6337.692383
	Iteration 35Q: 3 clusters Score -4.586082e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342475 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -45862124.000000 Penalty: 6337.692383
	Iteration 36Q: 3 clusters Score -4.586212e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344014 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -45863552.000000 Penalty: 6337.692383
	Iteration 37Q: 3 clusters Score -4.586355e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345424 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -45865108.000000 Penalty: 6337.692383
	Iteration 38Q: 3 clusters Score -4.586511e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346674 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -45866276.000000 Penalty: 6337.692383
	Iteration 39Q: 3 clusters Score -4.586628e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347810 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -45867332.000000 Penalty: 6337.692383
	Iteration 40F: 3 clusters Score -4.586733e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348875 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -45868368.000000 Penalty: 6337.692383
	Iteration 41Q: 3 clusters Score -4.586837e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349847 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -45869260.000000 Penalty: 6337.692383
	Iteration 42Q: 3 clusters Score -4.586926e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350639 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -45870096.000000 Penalty: 6337.692383
	Iteration 43Q: 3 clusters Score -4.58701e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351318 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -45870460.000000 Penalty: 6337.692383
	Iteration 44Q: 3 clusters Score -4.587046e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -45870964.000000 Penalty: 6337.692383
	Iteration 45Q: 3 clusters Score -4.587096e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352285 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -45871300.000000 Penalty: 6337.692383
	Iteration 46Q: 3 clusters Score -4.58713e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352587 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -45871444.000000 Penalty: 6337.692383
	Iteration 47Q: 3 clusters Score -4.587144e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352812 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -45871580.000000 Penalty: 6337.692383
	Iteration 48Q: 3 clusters Score -4.587158e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352980 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -45871768.000000 Penalty: 6337.692383
	Iteration 49Q: 3 clusters Score -4.587177e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353111 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -45871916.000000 Penalty: 6337.692383
	Iteration 50Q: 3 clusters Score -4.587192e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353214 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -45871928.000000 Penalty: 6337.692383
	Iteration 51Q: 3 clusters Score -4.587193e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353294 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -45872012.000000 Penalty: 6337.692383
	Iteration 52Q: 3 clusters Score -4.587201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353363 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -45872092.000000 Penalty: 6337.692383
	Iteration 53Q: 3 clusters Score -4.587209e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353407 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -45872120.000000 Penalty: 6337.692383
	Iteration 54Q: 3 clusters Score -4.587212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353430 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -45872152.000000 Penalty: 6337.692383
	Iteration 55Q: 3 clusters Score -4.587215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353457 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -45872156.000000 Penalty: 6337.692383
	Iteration 56Q: 3 clusters Score -4.587216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353478 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -45872120.000000 Penalty: 6337.692383
	Iteration 57Q: 3 clusters Score -4.587212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353492 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -45872144.000000 Penalty: 6337.692383
	Iteration 58Q: 3 clusters Score -4.587214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353506 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -45872112.000000 Penalty: 6337.692383
	Iteration 59Q: 3 clusters Score -4.587211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353515 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45872148.000000 Penalty: 6337.692383
	Iteration 60F: 3 clusters Score -4.587215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353522 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45872164.000000 Penalty: 6337.692383
	Iteration 61Q: 3 clusters Score -4.587216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353527 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45872148.000000 Penalty: 6337.692383
	Iteration 62Q: 3 clusters Score -4.587215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353530 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -45872184.000000 Penalty: 6337.692383
	Iteration 63Q: 3 clusters Score -4.587218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353533 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -45872192.000000 Penalty: 6337.692383
	Iteration 64Q: 3 clusters Score -4.587219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353532 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45872188.000000 Penalty: 6337.692383
	Iteration 65Q: 3 clusters Score -4.587219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353532 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45872188.000000 Penalty: 6337.692383
	Iteration 66F: 3 clusters Score -4.587219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -80099.851562 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -80099.85 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 363 members 
Entering Unmasked Estep 
Score: -78448.195312 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -78448.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78956.625000 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -78956.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79204.867188 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79204.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79478.039062 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -79478.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79734.828125 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -79734.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79966.937500 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -79966.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80111.742188 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80111.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80425.507812 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80425.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -80584.867188 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80584.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80654.000000 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80705.757812 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80705.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80724.304688 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80740.476562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80740.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80760.679688 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80760.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -80773.515625 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80773.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80775.812500 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80775.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80775.812500 Penalty: 3270.149902
	Iteration 16F: 3 clusters Score -80775.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 543 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 187 members 
Entering Unmasked Estep 
Score: -104963256.000000 Penalty: 118401.421875
Splitting cluster 28 changes total score from -104964432.000000 to -104963256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Entering Unmasked Estep 
Score: -1393620.000000 Penalty: 2308.701660
	Iteration 0F: 2 clusters Score -1393620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1385208.125000 Penalty: 4617.403320
	Iteration 0F: 3 clusters Score -1385208 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1387634.875000 Penalty: 4617.403320
	Iteration 1F: 3 clusters Score -1387635 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1388063.875000 Penalty: 4617.403320
	Iteration 2F: 3 clusters Score -1388064 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1388461.250000 Penalty: 4617.403320
	Iteration 3F: 3 clusters Score -1388461 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1388748.875000 Penalty: 4617.403320
	Iteration 4F: 3 clusters Score -1388749 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1388969.125000 Penalty: 4617.403320
	Iteration 5Q: 3 clusters Score -1388969 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1389187.500000 Penalty: 4617.403320
	Iteration 6Q: 3 clusters Score -1389188 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1389422.500000 Penalty: 4617.403320
	Iteration 7Q: 3 clusters Score -1389422 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1389697.750000 Penalty: 4617.403320
	Iteration 8Q: 3 clusters Score -1389698 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1390000.875000 Penalty: 4617.403320
	Iteration 9Q: 3 clusters Score -1390001 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1390293.250000 Penalty: 4617.403320
	Iteration 10Q: 3 clusters Score -1390293 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1390592.875000 Penalty: 4617.403320
	Iteration 11Q: 3 clusters Score -1390593 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1390896.875000 Penalty: 4617.403320
	Iteration 12Q: 3 clusters Score -1390897 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1391187.500000 Penalty: 4617.403320
	Iteration 13Q: 3 clusters Score -1391188 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1391499.250000 Penalty: 4617.403320
	Iteration 14Q: 3 clusters Score -1391499 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1391766.375000 Penalty: 4617.403320
	Iteration 15Q: 3 clusters Score -1391766 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1392016.125000 Penalty: 4617.403320
	Iteration 16Q: 3 clusters Score -1392016 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1392216.750000 Penalty: 4617.403320
	Iteration 17Q: 3 clusters Score -1392217 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1392427.000000 Penalty: 4617.403320
	Iteration 18Q: 3 clusters Score -1392427 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1392635.625000 Penalty: 4617.403320
	Iteration 19Q: 3 clusters Score -1392636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1392823.000000 Penalty: 4617.403320
	Iteration 20F: 3 clusters Score -1392823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1392948.875000 Penalty: 4617.403320
	Iteration 21Q: 3 clusters Score -1392949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1393040.375000 Penalty: 4617.403320
	Iteration 22Q: 3 clusters Score -1393040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1393112.750000 Penalty: 4617.403320
	Iteration 23Q: 3 clusters Score -1393113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1393161.000000 Penalty: 4617.403320
	Iteration 24Q: 3 clusters Score -1393161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1393187.625000 Penalty: 4617.403320
	Iteration 25Q: 3 clusters Score -1393188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1393218.000000 Penalty: 4617.403320
	Iteration 26Q: 3 clusters Score -1393218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1393230.875000 Penalty: 4617.403320
	Iteration 27Q: 3 clusters Score -1393231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1393238.875000 Penalty: 4617.403320
	Iteration 28Q: 3 clusters Score -1393239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1393248.750000 Penalty: 4617.403320
	Iteration 29Q: 3 clusters Score -1393249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1393258.375000 Penalty: 4617.403320
	Iteration 30Q: 3 clusters Score -1393258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1393261.500000 Penalty: 4617.403320
	Iteration 31Q: 3 clusters Score -1393262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1393264.875000 Penalty: 4617.403320
	Iteration 32Q: 3 clusters Score -1393265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1393266.500000 Penalty: 4617.403320
	Iteration 33Q: 3 clusters Score -1393266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1393268.375000 Penalty: 4617.403320
	Iteration 34Q: 3 clusters Score -1393268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1393268.500000 Penalty: 4617.403320
	Iteration 35Q: 3 clusters Score -1393268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1393273.625000 Penalty: 4617.403320
	Iteration 36Q: 3 clusters Score -1393274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1393274.250000 Penalty: 4617.403320
	Iteration 37Q: 3 clusters Score -1393274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1393275.375000 Penalty: 4617.403320
	Iteration 38Q: 3 clusters Score -1393275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1393276.125000 Penalty: 4617.403320
	Iteration 39Q: 3 clusters Score -1393276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1393276.125000 Penalty: 4617.403320
	Iteration 40F: 3 clusters Score -1393276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -682494.437500 Penalty: 2161.538330
	Iteration 0F: 2 clusters Score -682494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -677279.312500 Penalty: 4323.076660
	Iteration 0F: 3 clusters Score -677279.3 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -678702.000000 Penalty: 4323.076660
	Iteration 1F: 3 clusters Score -678702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -679028.375000 Penalty: 4323.076660
	Iteration 2F: 3 clusters Score -679028.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -679266.562500 Penalty: 4323.076660
	Iteration 3F: 3 clusters Score -679266.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -679465.125000 Penalty: 4323.076660
	Iteration 4F: 3 clusters Score -679465.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -679620.750000 Penalty: 4323.076660
	Iteration 5Q: 3 clusters Score -679620.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -679784.937500 Penalty: 4323.076660
	Iteration 6Q: 3 clusters Score -679784.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -679907.500000 Penalty: 4323.076660
	Iteration 7Q: 3 clusters Score -679907.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -680030.812500 Penalty: 4323.076660
	Iteration 8Q: 3 clusters Score -680030.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -680144.562500 Penalty: 4323.076660
	Iteration 9Q: 3 clusters Score -680144.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -680245.875000 Penalty: 4323.076660
	Iteration 10Q: 3 clusters Score -680245.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -680328.437500 Penalty: 4323.076660
	Iteration 11Q: 3 clusters Score -680328.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -680400.000000 Penalty: 4323.076660
	Iteration 12Q: 3 clusters Score -680400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -680475.375000 Penalty: 4323.076660
	Iteration 13Q: 3 clusters Score -680475.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -680550.625000 Penalty: 4323.076660
	Iteration 14Q: 3 clusters Score -680550.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -680623.125000 Penalty: 4323.076660
	Iteration 15Q: 3 clusters Score -680623.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -680682.750000 Penalty: 4323.076660
	Iteration 16Q: 3 clusters Score -680682.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -680729.812500 Penalty: 4323.076660
	Iteration 17Q: 3 clusters Score -680729.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -680774.937500 Penalty: 4323.076660
	Iteration 18Q: 3 clusters Score -680774.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -680804.500000 Penalty: 4323.076660
	Iteration 19Q: 3 clusters Score -680804.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -680834.062500 Penalty: 4323.076660
	Iteration 20F: 3 clusters Score -680834.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -680856.625000 Penalty: 4323.076660
	Iteration 21Q: 3 clusters Score -680856.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -680875.750000 Penalty: 4323.076660
	Iteration 22Q: 3 clusters Score -680875.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -680898.937500 Penalty: 4323.076660
	Iteration 23Q: 3 clusters Score -680898.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -680917.562500 Penalty: 4323.076660
	Iteration 24Q: 3 clusters Score -680917.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -680927.687500 Penalty: 4323.076660
	Iteration 25Q: 3 clusters Score -680927.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -680941.125000 Penalty: 4323.076660
	Iteration 26Q: 3 clusters Score -680941.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -680951.937500 Penalty: 4323.076660
	Iteration 27Q: 3 clusters Score -680951.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -680960.000000 Penalty: 4323.076660
	Iteration 28Q: 3 clusters Score -680960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -680967.375000 Penalty: 4323.076660
	Iteration 29Q: 3 clusters Score -680967.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -680975.187500 Penalty: 4323.076660
	Iteration 30Q: 3 clusters Score -680975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -680979.937500 Penalty: 4323.076660
	Iteration 31Q: 3 clusters Score -680979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -680986.750000 Penalty: 4323.076660
	Iteration 32Q: 3 clusters Score -680986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -680994.500000 Penalty: 4323.076660
	Iteration 33Q: 3 clusters Score -680994.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -681005.750000 Penalty: 4323.076660
	Iteration 34Q: 3 clusters Score -681005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -681010.062500 Penalty: 4323.076660
	Iteration 35Q: 3 clusters Score -681010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -681020.187500 Penalty: 4323.076660
	Iteration 36Q: 3 clusters Score -681020.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -681026.750000 Penalty: 4323.076660
	Iteration 37Q: 3 clusters Score -681026.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -681041.687500 Penalty: 4323.076660
	Iteration 38Q: 3 clusters Score -681041.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -681056.875000 Penalty: 4323.076660
	Iteration 39Q: 3 clusters Score -681056.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -681078.312500 Penalty: 4323.076660
	Iteration 40F: 3 clusters Score -681078.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -681108.250000 Penalty: 4323.076660
	Iteration 41Q: 3 clusters Score -681108.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -681129.562500 Penalty: 4323.076660
	Iteration 42Q: 3 clusters Score -681129.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -681138.875000 Penalty: 4323.076660
	Iteration 43Q: 3 clusters Score -681138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -681144.000000 Penalty: 4323.076660
	Iteration 44Q: 3 clusters Score -681144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -681150.000000 Penalty: 4323.076660
	Iteration 45Q: 3 clusters Score -681150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -681154.187500 Penalty: 4323.076660
	Iteration 46Q: 3 clusters Score -681154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -681156.375000 Penalty: 4323.076660
	Iteration 47Q: 3 clusters Score -681156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -681157.312500 Penalty: 4323.076660
	Iteration 48Q: 3 clusters Score -681157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -681159.312500 Penalty: 4323.076660
	Iteration 49Q: 3 clusters Score -681159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -681162.250000 Penalty: 4323.076660
	Iteration 50Q: 3 clusters Score -681162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -681166.562500 Penalty: 4323.076660
	Iteration 51Q: 3 clusters Score -681166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -681166.937500 Penalty: 4323.076660
	Iteration 52Q: 3 clusters Score -681166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -681167.500000 Penalty: 4323.076660
	Iteration 53Q: 3 clusters Score -681167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -681169.312500 Penalty: 4323.076660
	Iteration 54Q: 3 clusters Score -681169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -681169.750000 Penalty: 4323.076660
	Iteration 55Q: 3 clusters Score -681169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -681170.312500 Penalty: 4323.076660
	Iteration 56Q: 3 clusters Score -681170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -681170.500000 Penalty: 4323.076660
	Iteration 57Q: 3 clusters Score -681170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -681171.937500 Penalty: 4323.076660
	Iteration 58Q: 3 clusters Score -681171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -681172.625000 Penalty: 4323.076660
	Iteration 59Q: 3 clusters Score -681172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -681172.625000 Penalty: 4323.076660
	Iteration 60F: 3 clusters Score -681172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Entering Unmasked Estep 
Score: -3189791.500000 Penalty: 2504.769287
	Iteration 0F: 2 clusters Score -3189792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3173090.250000 Penalty: 5009.538574
	Iteration 0F: 3 clusters Score -3173090 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3178839.250000 Penalty: 5009.538574
	Iteration 1F: 3 clusters Score -3178839 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3179200.250000 Penalty: 5009.538574
	Iteration 2Q: 3 clusters Score -3179200 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3179507.500000 Penalty: 5009.538574
	Iteration 3Q: 3 clusters Score -3179508 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3179768.000000 Penalty: 5009.538574
	Iteration 4Q: 3 clusters Score -3179768 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3179954.000000 Penalty: 5009.538574
	Iteration 5Q: 3 clusters Score -3179954 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3180124.750000 Penalty: 5009.538574
	Iteration 6Q: 3 clusters Score -3180125 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3180280.500000 Penalty: 5009.538574
	Iteration 7Q: 3 clusters Score -3180280 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3180433.000000 Penalty: 5009.538574
	Iteration 8Q: 3 clusters Score -3180433 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3180617.500000 Penalty: 5009.538574
	Iteration 9Q: 3 clusters Score -3180618 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3180826.000000 Penalty: 5009.538574
	Iteration 10Q: 3 clusters Score -3180826 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3181094.750000 Penalty: 5009.538574
	Iteration 11Q: 3 clusters Score -3181095 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3181412.000000 Penalty: 5009.538574
	Iteration 12Q: 3 clusters Score -3181412 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3181782.750000 Penalty: 5009.538574
	Iteration 13Q: 3 clusters Score -3181783 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3182228.250000 Penalty: 5009.538574
	Iteration 14Q: 3 clusters Score -3182228 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3182751.000000 Penalty: 5009.538574
	Iteration 15Q: 3 clusters Score -3182751 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3183291.750000 Penalty: 5009.538574
	Iteration 16Q: 3 clusters Score -3183292 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3183791.500000 Penalty: 5009.538574
	Iteration 17Q: 3 clusters Score -3183792 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3184263.000000 Penalty: 5009.538574
	Iteration 18Q: 3 clusters Score -3184263 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3184653.500000 Penalty: 5009.538574
	Iteration 19Q: 3 clusters Score -3184654 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3184987.000000 Penalty: 5009.538574
	Iteration 20F: 3 clusters Score -3184987 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3185279.000000 Penalty: 5009.538574
	Iteration 21Q: 3 clusters Score -3185279 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3185555.500000 Penalty: 5009.538574
	Iteration 22Q: 3 clusters Score -3185556 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3185799.000000 Penalty: 5009.538574
	Iteration 23Q: 3 clusters Score -3185799 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3186009.500000 Penalty: 5009.538574
	Iteration 24Q: 3 clusters Score -3186010 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3186182.500000 Penalty: 5009.538574
	Iteration 25Q: 3 clusters Score -3186182 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3186384.250000 Penalty: 5009.538574
	Iteration 26Q: 3 clusters Score -3186384 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3186558.500000 Penalty: 5009.538574
	Iteration 27Q: 3 clusters Score -3186558 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3186710.250000 Penalty: 5009.538574
	Iteration 28Q: 3 clusters Score -3186710 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3186828.750000 Penalty: 5009.538574
	Iteration 29Q: 3 clusters Score -3186829 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3186955.500000 Penalty: 5009.538574
	Iteration 30Q: 3 clusters Score -3186956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3187081.250000 Penalty: 5009.538574
	Iteration 31Q: 3 clusters Score -3187081 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3187156.500000 Penalty: 5009.538574
	Iteration 32Q: 3 clusters Score -3187156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3187232.500000 Penalty: 5009.538574
	Iteration 33Q: 3 clusters Score -3187232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3187299.000000 Penalty: 5009.538574
	Iteration 34Q: 3 clusters Score -3187299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3187363.250000 Penalty: 5009.538574
	Iteration 35Q: 3 clusters Score -3187363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3187415.250000 Penalty: 5009.538574
	Iteration 36Q: 3 clusters Score -3187415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3187457.000000 Penalty: 5009.538574
	Iteration 37Q: 3 clusters Score -3187457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3187486.500000 Penalty: 5009.538574
	Iteration 38Q: 3 clusters Score -3187486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3187508.000000 Penalty: 5009.538574
	Iteration 39Q: 3 clusters Score -3187508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3187522.250000 Penalty: 5009.538574
	Iteration 40F: 3 clusters Score -3187522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3187548.500000 Penalty: 5009.538574
	Iteration 41Q: 3 clusters Score -3187548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3187559.500000 Penalty: 5009.538574
	Iteration 42Q: 3 clusters Score -3187560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3187573.250000 Penalty: 5009.538574
	Iteration 43Q: 3 clusters Score -3187573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3187584.250000 Penalty: 5009.538574
	Iteration 44Q: 3 clusters Score -3187584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3187595.500000 Penalty: 5009.538574
	Iteration 45Q: 3 clusters Score -3187596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3187603.500000 Penalty: 5009.538574
	Iteration 46Q: 3 clusters Score -3187604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3187616.500000 Penalty: 5009.538574
	Iteration 47Q: 3 clusters Score -3187616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3187623.500000 Penalty: 5009.538574
	Iteration 48Q: 3 clusters Score -3187624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3187628.500000 Penalty: 5009.538574
	Iteration 49Q: 3 clusters Score -3187628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3187636.500000 Penalty: 5009.538574
	Iteration 50Q: 3 clusters Score -3187636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3187644.250000 Penalty: 5009.538574
	Iteration 51Q: 3 clusters Score -3187644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3187646.500000 Penalty: 5009.538574
	Iteration 52Q: 3 clusters Score -3187646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3187653.500000 Penalty: 5009.538574
	Iteration 53Q: 3 clusters Score -3187654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3187656.750000 Penalty: 5009.538574
	Iteration 54Q: 3 clusters Score -3187657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3187658.500000 Penalty: 5009.538574
	Iteration 55Q: 3 clusters Score -3187658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3187655.750000 Penalty: 5009.538574
	Iteration 56Q: 3 clusters Score -3187656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3187662.000000 Penalty: 5009.538574
	Iteration 57Q: 3 clusters Score -3187662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3187667.750000 Penalty: 5009.538574
	Iteration 58Q: 3 clusters Score -3187668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3187669.500000 Penalty: 5009.538574
	Iteration 59Q: 3 clusters Score -3187670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3187672.250000 Penalty: 5009.538574
	Iteration 60F: 3 clusters Score -3187672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3187674.000000 Penalty: 5009.538574
	Iteration 61Q: 3 clusters Score -3187674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3187674.000000 Penalty: 5009.538574
	Iteration 62F: 3 clusters Score -3187674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -319552.031250 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -319552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -316563.656250 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -316563.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317077.875000 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -317077.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -317212.687500 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -317212.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317277.906250 Penalty: 3885.269043
	Iteration 3Q: 3 clusters Score -317277.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -317320.218750 Penalty: 3885.269043
	Iteration 4Q: 3 clusters Score -317320.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -317355.406250 Penalty: 3885.269043
	Iteration 5Q: 3 clusters Score -317355.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -317382.781250 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -317382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -317398.531250 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -317398.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -317420.187500 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -317420.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -317439.718750 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -317439.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -317457.562500 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -317457.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -317466.312500 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -317466.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -317475.406250 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -317475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -317485.062500 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -317485.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -317500.125000 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -317500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -317505.906250 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -317505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -317510.406250 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -317510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -317512.812500 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -317512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -317518.718750 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -317518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -317522.718750 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -317522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -317526.937500 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -317526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -317530.125000 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -317530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -317533.406250 Penalty: 3885.269043
	Iteration 22Q: 3 clusters Score -317533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -317537.093750 Penalty: 3885.269043
	Iteration 23Q: 3 clusters Score -317537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -317543.562500 Penalty: 3885.269043
	Iteration 24Q: 3 clusters Score -317543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -317548.812500 Penalty: 3885.269043
	Iteration 25Q: 3 clusters Score -317548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -317551.562500 Penalty: 3885.269043
	Iteration 26Q: 3 clusters Score -317551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317554.000000 Penalty: 3885.269043
	Iteration 27Q: 3 clusters Score -317554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -317556.437500 Penalty: 3885.269043
	Iteration 28Q: 3 clusters Score -317556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317557.218750 Penalty: 3885.269043
	Iteration 29Q: 3 clusters Score -317557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -317557.531250 Penalty: 3885.269043
	Iteration 30Q: 3 clusters Score -317557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317558.000000 Penalty: 3885.269043
	Iteration 31Q: 3 clusters Score -317558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317558.000000 Penalty: 3885.269043
	Iteration 32F: 3 clusters Score -317558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -78427.617188 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -78427.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76844.078125 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -76844.08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77402.773438 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77402.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78036.046875 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78036.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78798.507812 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78798.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79371.335938 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -79371.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79880.765625 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -79880.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79974.843750 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -79974.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80132.296875 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -80132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80132.296875 Penalty: 3245.780273
	Iteration 8F: 3 clusters Score -80132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 449 members 
Entering Unmasked Estep 
Score: -104964328.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104964432.000000 to -104964328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36473.527344 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36473.53 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 185 members 
Entering Unmasked Estep 
Score: -35292.570312 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -35292.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35702.574219 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35702.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35965.917969 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -35965.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36026.621094 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -36026.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36049.773438 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36049.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36067.734375 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36067.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36107.750000 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36107.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36161.566406 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36161.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36258.488281 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36258.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36368.070312 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -36368.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36422.625000 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -36422.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36449.375000 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -36449.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36490.714844 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -36490.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36497.671875 Penalty: 2943.707520
	Iteration 13F: 3 clusters Score -36497.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36511.769531 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -36511.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36511.769531 Penalty: 2943.707520
	Iteration 15F: 3 clusters Score -36511.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 223 members 
Entering Unmasked Estep 
Score: -104962448.000000 Penalty: 118401.421875
Splitting cluster 34 changes total score from -104964432.000000 to -104962448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 44143 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 48045 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354196 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24340 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964360.000000 Penalty: 115018.523438
Iteration 159Q: 35 clusters Score -1.049644e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43922 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 4 contains 14370 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 19073 members 
Mstep: Class 12 contains 24166 members 
Mstep: Class 13 contains 11149 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37714 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4757 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35790 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354209 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 24351 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 160F: 35 clusters Score -1.049645e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43911 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28396 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34019 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19068 members 
Mstep: Class 12 contains 24170 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21336 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4760 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35791 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354217 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24355 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964432.000000 Penalty: 115018.523438
Iteration 161Q: 35 clusters Score -1.049644e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43902 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28386 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 24172 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37736 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21334 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4763 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35792 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354227 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 24360 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964456.000000 Penalty: 115018.523438
Iteration 162Q: 35 clusters Score -1.049645e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43898 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 24168 members 
Mstep: Class 13 contains 11145 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21335 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4766 members 
Mstep: Class 22 contains 10024 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 35797 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354238 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24357 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 163Q: 35 clusters Score -1.049645e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43892 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28382 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34012 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 19047 members 
Mstep: Class 12 contains 24172 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 37752 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21335 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4768 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 35802 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354241 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 24358 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 164Q: 35 clusters Score -1.049645e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43886 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28382 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 19040 members 
Mstep: Class 12 contains 24173 members 
Mstep: Class 13 contains 11143 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 37760 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4771 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 35805 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354244 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24359 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 165Q: 35 clusters Score -1.049646e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 43876 members 
Mstep: Class 3 contains 6355 members 
Mstep: Class 4 contains 14360 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28381 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 24175 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 37774 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4772 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35809 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354246 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24360 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 166Q: 35 clusters Score -1.049646e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43867 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28379 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 24177 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 37790 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4774 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35810 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354247 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24360 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 167Q: 35 clusters Score -1.049646e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43863 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37800 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4776 members 
Mstep: Class 22 contains 10017 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35813 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354255 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 24359 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 168Q: 35 clusters Score -1.049646e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43857 members 
Mstep: Class 3 contains 6353 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11139 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37818 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4777 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35814 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354252 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 24361 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 169Q: 35 clusters Score -1.049646e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 6353 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37833 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21326 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 4778 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35815 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354252 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 24364 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 170Q: 35 clusters Score -1.049646e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43844 members 
Mstep: Class 3 contains 6353 members 
Mstep: Class 4 contains 14363 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 11 contains 18990 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37840 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4780 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35818 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354256 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 24365 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 115018.523438
Iteration 171Q: 35 clusters Score -1.049646e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43841 members 
Mstep: Class 3 contains 6353 members 
Mstep: Class 4 contains 14357 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 34012 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44151 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37846 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35824 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354255 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 6088 members 
Mstep: Class 31 contains 24368 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964632.000000 Penalty: 115018.523438
Iteration 172Q: 35 clusters Score -1.049646e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43836 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 14349 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44152 members 
Mstep: Class 11 contains 18980 members 
Mstep: Class 12 contains 24179 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37851 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8582 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35824 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354254 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 24374 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964688.000000 Penalty: 115018.523438
Iteration 173Q: 35 clusters Score -1.049647e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43832 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 44154 members 
Mstep: Class 11 contains 18975 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21324 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35827 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354251 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11046 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 24383 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 174Q: 35 clusters Score -1.049646e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43826 members 
Mstep: Class 3 contains 6339 members 
Mstep: Class 4 contains 14339 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 18974 members 
Mstep: Class 12 contains 24180 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37862 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21324 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35831 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354245 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11047 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 24388 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 175Q: 35 clusters Score -1.049646e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4048 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 18968 members 
Mstep: Class 12 contains 24181 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37868 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35835 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354245 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 24387 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 176Q: 35 clusters Score -1.049646e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43812 members 
Mstep: Class 3 contains 6323 members 
Mstep: Class 4 contains 14336 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4046 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 18965 members 
Mstep: Class 12 contains 24182 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37871 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21326 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35841 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354246 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6122 members 
Mstep: Class 31 contains 24389 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 115018.523438
Iteration 177Q: 35 clusters Score -1.049646e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43805 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 18962 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37873 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35843 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354247 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 24392 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964624.000000 Penalty: 115018.523438
Iteration 178Q: 35 clusters Score -1.049646e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43797 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 18958 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 11143 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37877 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35849 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354248 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6138 members 
Mstep: Class 31 contains 24395 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 179Q: 35 clusters Score -1.049646e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43788 members 
Mstep: Class 3 contains 6313 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 44154 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35854 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354251 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6139 members 
Mstep: Class 31 contains 24399 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964688.000000 Penalty: 115018.523438
Iteration 180F: 35 clusters Score -1.049647e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43781 members 
Mstep: Class 3 contains 6311 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34016 members 
Mstep: Class 9 contains 4037 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4790 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35859 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354249 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6143 members 
Mstep: Class 31 contains 24402 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 115018.523438
Iteration 181Q: 35 clusters Score -1.049646e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43773 members 
Mstep: Class 3 contains 6307 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4034 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 24186 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37891 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35858 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354249 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6144 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 182Q: 35 clusters Score -1.049646e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43769 members 
Mstep: Class 3 contains 6298 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 34016 members 
Mstep: Class 9 contains 4031 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18940 members 
Mstep: Class 12 contains 24184 members 
Mstep: Class 13 contains 11138 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37895 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354247 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6152 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 115018.523438
Iteration 183Q: 35 clusters Score -1.049646e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43763 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 14332 members 
Mstep: Class 5 contains 2530 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 4026 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18933 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 11134 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37902 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4810 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35864 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354247 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964624.000000 Penalty: 115018.523438
Iteration 184Q: 35 clusters Score -1.049646e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34016 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18929 members 
Mstep: Class 12 contains 24184 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21336 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4809 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35866 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354247 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6162 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964632.000000 Penalty: 115018.523438
Iteration 185Q: 35 clusters Score -1.049646e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43738 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 24187 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 48048 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21336 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 4817 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35870 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354249 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964656.000000 Penalty: 115018.523438
Iteration 186Q: 35 clusters Score -1.049647e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43725 members 
Mstep: Class 3 contains 6286 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18906 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 11126 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37948 members 
Mstep: Class 17 contains 48050 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21334 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35875 members 
Mstep: Class 25 contains 7689 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354252 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 6167 members 
Mstep: Class 31 contains 24405 members 
Mstep: Class 32 contains 2524 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964640.000000 Penalty: 115018.523438
Iteration 187Q: 35 clusters Score -1.049646e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43715 members 
Mstep: Class 3 contains 6281 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11125 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35880 members 
Mstep: Class 25 contains 7685 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354260 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6170 members 
Mstep: Class 31 contains 24407 members 
Mstep: Class 32 contains 2526 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964696.000000 Penalty: 115018.523438
Iteration 188Q: 35 clusters Score -1.049647e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 43703 members 
Mstep: Class 3 contains 6276 members 
Mstep: Class 4 contains 14323 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18890 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11119 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21345 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 35884 members 
Mstep: Class 25 contains 7681 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354264 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6178 members 
Mstep: Class 31 contains 24409 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964640.000000 Penalty: 115018.523438
Iteration 189Q: 35 clusters Score -1.049646e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43690 members 
Mstep: Class 3 contains 6268 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18882 members 
Mstep: Class 12 contains 24193 members 
Mstep: Class 13 contains 11116 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 37980 members 
Mstep: Class 17 contains 48048 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21345 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 35885 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354259 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6189 members 
Mstep: Class 31 contains 24412 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 190Q: 35 clusters Score -1.049644e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18872 members 
Mstep: Class 12 contains 24192 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 37997 members 
Mstep: Class 17 contains 48048 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21348 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4854 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35890 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354260 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6208 members 
Mstep: Class 31 contains 24415 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 191Q: 35 clusters Score -1.049645e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 6257 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34014 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 24192 members 
Mstep: Class 13 contains 11110 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 38013 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21350 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35888 members 
Mstep: Class 25 contains 7674 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354263 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 24418 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964432.000000 Penalty: 115018.523438
Iteration 192Q: 35 clusters Score -1.049644e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43644 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28380 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18856 members 
Mstep: Class 12 contains 24191 members 
Mstep: Class 13 contains 11109 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 38029 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21351 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 10009 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35889 members 
Mstep: Class 25 contains 7668 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354265 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 24422 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 193Q: 35 clusters Score -1.049644e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43635 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18844 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11108 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 38042 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21351 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35894 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354268 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6242 members 
Mstep: Class 31 contains 24425 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964440.000000 Penalty: 115018.523438
Iteration 194Q: 35 clusters Score -1.049644e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43624 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28385 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18837 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 11485 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 38056 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21351 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10002 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35895 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6250 members 
Mstep: Class 31 contains 24427 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964384.000000 Penalty: 115018.523438
Iteration 195Q: 35 clusters Score -1.049644e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43612 members 
Mstep: Class 3 contains 6243 members 
Mstep: Class 4 contains 14321 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28385 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 3989 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18831 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38064 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21352 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 10001 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35897 members 
Mstep: Class 25 contains 7667 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354270 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 24429 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964480.000000 Penalty: 115018.523438
Iteration 196Q: 35 clusters Score -1.049645e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43603 members 
Mstep: Class 3 contains 6238 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28387 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18827 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38072 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4844 members 
Mstep: Class 22 contains 10000 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6269 members 
Mstep: Class 31 contains 24430 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964536.000000 Penalty: 115018.523438
Iteration 197Q: 35 clusters Score -1.049645e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43594 members 
Mstep: Class 3 contains 6233 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34020 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18823 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38081 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 24431 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 198Q: 35 clusters Score -1.049646e+08 nChanged 18
Entering ConstructFrom: 
Score: -104964584.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -603943.937500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -603943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -599101.312500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -599101.3 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -600541.750000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -600541.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -600940.062500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -600940.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -601244.750000 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -601244.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -601466.625000 Penalty: 4285.147949
	Iteration 4F: 3 clusters Score -601466.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -601641.562500 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -601641.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -601771.937500 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -601771.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -601871.375000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -601871.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -601964.312500 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -601964.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -602039.437500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -602039.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -602118.812500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -602118.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -602177.937500 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -602177.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -602228.812500 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -602228.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -602275.875000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -602275.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -602323.312500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -602323.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -602361.375000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -602361.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -602393.625000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -602393.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -602424.937500 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -602424.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -602460.937500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -602460.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -602494.437500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -602494.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -602518.125000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -602518.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -602541.250000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -602541.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -602572.750000 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -602572.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -602599.000000 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -602599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -602625.875000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -602625.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -602647.687500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -602647.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -602669.125000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -602669.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -602699.687500 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -602699.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -602727.312500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -602727.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -602752.062500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -602752.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -602771.250000 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -602771.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -602792.500000 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -602792.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -602812.625000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -602812.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -602830.000000 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -602830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -602844.687500 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -602844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -602853.312500 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -602853.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -602858.687500 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -602858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -602866.125000 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -602866.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -602873.562500 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -602873.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -602880.687500 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -602880.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -602889.375000 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -602889.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -602897.062500 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -602897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -602900.625000 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -602900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -602905.812500 Penalty: 4285.147949
	Iteration 43Q: 3 clusters Score -602905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -602910.500000 Penalty: 4285.147949
	Iteration 44Q: 3 clusters Score -602910.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -602917.187500 Penalty: 4285.147949
	Iteration 45Q: 3 clusters Score -602917.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -602923.187500 Penalty: 4285.147949
	Iteration 46Q: 3 clusters Score -602923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -602927.750000 Penalty: 4285.147949
	Iteration 47Q: 3 clusters Score -602927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -602930.875000 Penalty: 4285.147949
	Iteration 48Q: 3 clusters Score -602930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -602933.437500 Penalty: 4285.147949
	Iteration 49Q: 3 clusters Score -602933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -602936.750000 Penalty: 4285.147949
	Iteration 50Q: 3 clusters Score -602936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -602937.125000 Penalty: 4285.147949
	Iteration 51Q: 3 clusters Score -602937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -602937.125000 Penalty: 4285.147949
	Iteration 52F: 3 clusters Score -602937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Entering Unmasked Estep 
Score: -5437201.000000 Penalty: 2649.286133
	Iteration 0F: 2 clusters Score -5437201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5408002.000000 Penalty: 5298.572266
	Iteration 0F: 3 clusters Score -5408002 nChanged 19930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5419394.000000 Penalty: 5298.572266
	Iteration 1F: 3 clusters Score -5419394 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5420563.500000 Penalty: 5298.572266
	Iteration 2F: 3 clusters Score -5420564 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -5422088.000000 Penalty: 5298.572266
	Iteration 3F: 3 clusters Score -5422088 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -5423930.000000 Penalty: 5298.572266
	Iteration 4F: 3 clusters Score -5423930 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5426025.500000 Penalty: 5298.572266
	Iteration 5F: 3 clusters Score -5426026 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5428042.500000 Penalty: 5298.572266
	Iteration 6F: 3 clusters Score -5428042 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5429719.500000 Penalty: 5298.572266
	Iteration 7F: 3 clusters Score -5429720 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5431103.000000 Penalty: 5298.572266
	Iteration 8F: 3 clusters Score -5431103 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5432064.500000 Penalty: 5298.572266
	Iteration 9Q: 3 clusters Score -5432064 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5432758.000000 Penalty: 5298.572266
	Iteration 10Q: 3 clusters Score -5432758 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5433289.500000 Penalty: 5298.572266
	Iteration 11Q: 3 clusters Score -5433290 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5433705.500000 Penalty: 5298.572266
	Iteration 12Q: 3 clusters Score -5433706 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5434127.000000 Penalty: 5298.572266
	Iteration 13Q: 3 clusters Score -5434127 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5434463.500000 Penalty: 5298.572266
	Iteration 14Q: 3 clusters Score -5434464 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -5434768.500000 Penalty: 5298.572266
	Iteration 15Q: 3 clusters Score -5434768 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5435069.500000 Penalty: 5298.572266
	Iteration 16Q: 3 clusters Score -5435070 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5435308.000000 Penalty: 5298.572266
	Iteration 17Q: 3 clusters Score -5435308 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5435541.000000 Penalty: 5298.572266
	Iteration 18Q: 3 clusters Score -5435541 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -5435761.500000 Penalty: 5298.572266
	Iteration 19Q: 3 clusters Score -5435762 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -5435972.000000 Penalty: 5298.572266
	Iteration 20F: 3 clusters Score -5435972 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5436160.000000 Penalty: 5298.572266
	Iteration 21Q: 3 clusters Score -5436160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5436304.000000 Penalty: 5298.572266
	Iteration 22Q: 3 clusters Score -5436304 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5436409.500000 Penalty: 5298.572266
	Iteration 23Q: 3 clusters Score -5436410 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5436499.500000 Penalty: 5298.572266
	Iteration 24Q: 3 clusters Score -5436500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5436562.500000 Penalty: 5298.572266
	Iteration 25Q: 3 clusters Score -5436562 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5436635.000000 Penalty: 5298.572266
	Iteration 26Q: 3 clusters Score -5436635 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5436688.500000 Penalty: 5298.572266
	Iteration 27Q: 3 clusters Score -5436688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5436729.000000 Penalty: 5298.572266
	Iteration 28Q: 3 clusters Score -5436729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5436764.500000 Penalty: 5298.572266
	Iteration 29Q: 3 clusters Score -5436764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5436810.500000 Penalty: 5298.572266
	Iteration 30Q: 3 clusters Score -5436810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5436856.000000 Penalty: 5298.572266
	Iteration 31Q: 3 clusters Score -5436856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5436882.000000 Penalty: 5298.572266
	Iteration 32Q: 3 clusters Score -5436882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5436903.000000 Penalty: 5298.572266
	Iteration 33Q: 3 clusters Score -5436903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5436947.500000 Penalty: 5298.572266
	Iteration 34Q: 3 clusters Score -5436948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5436957.000000 Penalty: 5298.572266
	Iteration 35Q: 3 clusters Score -5436957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5436988.000000 Penalty: 5298.572266
	Iteration 36Q: 3 clusters Score -5436988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5437003.000000 Penalty: 5298.572266
	Iteration 37Q: 3 clusters Score -5437003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5437010.500000 Penalty: 5298.572266
	Iteration 38Q: 3 clusters Score -5437010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5437026.500000 Penalty: 5298.572266
	Iteration 39Q: 3 clusters Score -5437026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5437034.500000 Penalty: 5298.572266
	Iteration 40F: 3 clusters Score -5437034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5437038.500000 Penalty: 5298.572266
	Iteration 41Q: 3 clusters Score -5437038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5437046.500000 Penalty: 5298.572266
	Iteration 42Q: 3 clusters Score -5437046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5437068.500000 Penalty: 5298.572266
	Iteration 43Q: 3 clusters Score -5437068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5437080.000000 Penalty: 5298.572266
	Iteration 44Q: 3 clusters Score -5437080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5437080.500000 Penalty: 5298.572266
	Iteration 45Q: 3 clusters Score -5437080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5437080.000000 Penalty: 5298.572266
	Iteration 46Q: 3 clusters Score -5437080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5437083.500000 Penalty: 5298.572266
	Iteration 47Q: 3 clusters Score -5437084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5437088.000000 Penalty: 5298.572266
	Iteration 48Q: 3 clusters Score -5437088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5437096.500000 Penalty: 5298.572266
	Iteration 49Q: 3 clusters Score -5437096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5437093.000000 Penalty: 5298.572266
	Iteration 50Q: 3 clusters Score -5437093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5437091.500000 Penalty: 5298.572266
	Iteration 51Q: 3 clusters Score -5437092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5437089.500000 Penalty: 5298.572266
	Iteration 52Q: 3 clusters Score -5437090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5437097.000000 Penalty: 5298.572266
	Iteration 53Q: 3 clusters Score -5437097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5437086.500000 Penalty: 5298.572266
	Iteration 54Q: 3 clusters Score -5437086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5437090.000000 Penalty: 5298.572266
	Iteration 55Q: 3 clusters Score -5437090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5437092.000000 Penalty: 5298.572266
	Iteration 56Q: 3 clusters Score -5437092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5437099.500000 Penalty: 5298.572266
	Iteration 57Q: 3 clusters Score -5437100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5437095.500000 Penalty: 5298.572266
	Iteration 58Q: 3 clusters Score -5437096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5437097.500000 Penalty: 5298.572266
	Iteration 59Q: 3 clusters Score -5437098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5437094.000000 Penalty: 5298.572266
	Iteration 60F: 3 clusters Score -5437094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5437097.000000 Penalty: 5298.572266
	Iteration 61Q: 3 clusters Score -5437097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5437096.500000 Penalty: 5298.572266
	Iteration 62Q: 3 clusters Score -5437096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5437089.500000 Penalty: 5298.572266
	Iteration 63Q: 3 clusters Score -5437090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5437090.000000 Penalty: 5298.572266
	Iteration 64Q: 3 clusters Score -5437090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5437094.500000 Penalty: 5298.572266
	Iteration 65Q: 3 clusters Score -5437094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5437090.500000 Penalty: 5298.572266
	Iteration 66Q: 3 clusters Score -5437090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5437092.500000 Penalty: 5298.572266
	Iteration 67Q: 3 clusters Score -5437092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5437094.000000 Penalty: 5298.572266
	Iteration 68Q: 3 clusters Score -5437094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5437092.000000 Penalty: 5298.572266
	Iteration 69Q: 3 clusters Score -5437092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5437092.000000 Penalty: 5298.572266
	Iteration 70F: 3 clusters Score -5437092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -769185.750000 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -769185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -763897.750000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -763897.8 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -765208.250000 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -765208.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -765443.625000 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -765443.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -765578.375000 Penalty: 4333.696777
	Iteration 3Q: 3 clusters Score -765578.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -765675.812500 Penalty: 4333.696777
	Iteration 4Q: 3 clusters Score -765675.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -765754.250000 Penalty: 4333.696777
	Iteration 5Q: 3 clusters Score -765754.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -765828.875000 Penalty: 4333.696777
	Iteration 6Q: 3 clusters Score -765828.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -765884.062500 Penalty: 4333.696777
	Iteration 7Q: 3 clusters Score -765884.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -765938.625000 Penalty: 4333.696777
	Iteration 8Q: 3 clusters Score -765938.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -765984.375000 Penalty: 4333.696777
	Iteration 9Q: 3 clusters Score -765984.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -766023.500000 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -766023.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -766062.375000 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -766062.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -766093.062500 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -766093.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -766129.937500 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -766129.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -766160.937500 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -766160.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -766187.875000 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -766187.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -766214.750000 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -766214.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -766233.812500 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -766233.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -766253.750000 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -766253.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -766272.187500 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -766272.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -766287.187500 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -766287.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -766302.625000 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -766302.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -766314.000000 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -766314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -766325.187500 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -766325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -766332.312500 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -766332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -766336.812500 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -766336.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -766348.687500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -766348.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -766361.437500 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -766361.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -766368.500000 Penalty: 4333.696777
	Iteration 28Q: 3 clusters Score -766368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -766374.625000 Penalty: 4333.696777
	Iteration 29Q: 3 clusters Score -766374.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -766379.562500 Penalty: 4333.696777
	Iteration 30Q: 3 clusters Score -766379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -766383.750000 Penalty: 4333.696777
	Iteration 31Q: 3 clusters Score -766383.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -766389.250000 Penalty: 4333.696777
	Iteration 32Q: 3 clusters Score -766389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -766390.625000 Penalty: 4333.696777
	Iteration 33Q: 3 clusters Score -766390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -766390.750000 Penalty: 4333.696777
	Iteration 34Q: 3 clusters Score -766390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -766394.125000 Penalty: 4333.696777
	Iteration 35Q: 3 clusters Score -766394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -766394.000000 Penalty: 4333.696777
	Iteration 36Q: 3 clusters Score -766394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -766397.125000 Penalty: 4333.696777
	Iteration 37Q: 3 clusters Score -766397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -766396.750000 Penalty: 4333.696777
	Iteration 38Q: 3 clusters Score -766396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -766399.937500 Penalty: 4333.696777
	Iteration 39Q: 3 clusters Score -766399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -766399.812500 Penalty: 4333.696777
	Iteration 40F: 3 clusters Score -766399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -766398.812500 Penalty: 4333.696777
	Iteration 41Q: 3 clusters Score -766398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -766400.000000 Penalty: 4333.696777
	Iteration 42Q: 3 clusters Score -766400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -766401.250000 Penalty: 4333.696777
	Iteration 43Q: 3 clusters Score -766401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -766403.625000 Penalty: 4333.696777
	Iteration 44Q: 3 clusters Score -766403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -766407.062500 Penalty: 4333.696777
	Iteration 45Q: 3 clusters Score -766407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -766408.937500 Penalty: 4333.696777
	Iteration 46Q: 3 clusters Score -766408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -766409.937500 Penalty: 4333.696777
	Iteration 47Q: 3 clusters Score -766409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -766412.937500 Penalty: 4333.696777
	Iteration 48Q: 3 clusters Score -766412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -766413.250000 Penalty: 4333.696777
	Iteration 49Q: 3 clusters Score -766413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -766416.375000 Penalty: 4333.696777
	Iteration 50Q: 3 clusters Score -766416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -766415.937500 Penalty: 4333.696777
	Iteration 51Q: 3 clusters Score -766415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -766416.750000 Penalty: 4333.696777
	Iteration 52Q: 3 clusters Score -766416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -766418.750000 Penalty: 4333.696777
	Iteration 53Q: 3 clusters Score -766418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -766419.000000 Penalty: 4333.696777
	Iteration 54Q: 3 clusters Score -766419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -766420.750000 Penalty: 4333.696777
	Iteration 55Q: 3 clusters Score -766420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -766422.687500 Penalty: 4333.696777
	Iteration 56Q: 3 clusters Score -766422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -766422.687500 Penalty: 4333.696777
	Iteration 57F: 3 clusters Score -766422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -1805562.500000 Penalty: 2373.214355
	Iteration 0F: 2 clusters Score -1805562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1795158.875000 Penalty: 4746.428711
	Iteration 0F: 3 clusters Score -1795159 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1798437.500000 Penalty: 4746.428711
	Iteration 1F: 3 clusters Score -1798438 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1798790.125000 Penalty: 4746.428711
	Iteration 2F: 3 clusters Score -1798790 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1799119.375000 Penalty: 4746.428711
	Iteration 3F: 3 clusters Score -1799119 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1799419.500000 Penalty: 4746.428711
	Iteration 4Q: 3 clusters Score -1799420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1799780.625000 Penalty: 4746.428711
	Iteration 5Q: 3 clusters Score -1799781 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1800202.375000 Penalty: 4746.428711
	Iteration 6F: 3 clusters Score -1800202 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1800662.750000 Penalty: 4746.428711
	Iteration 7F: 3 clusters Score -1800663 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1801097.875000 Penalty: 4746.428711
	Iteration 8F: 3 clusters Score -1801098 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1801527.750000 Penalty: 4746.428711
	Iteration 9Q: 3 clusters Score -1801528 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1801938.250000 Penalty: 4746.428711
	Iteration 10Q: 3 clusters Score -1801938 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1802284.500000 Penalty: 4746.428711
	Iteration 11Q: 3 clusters Score -1802284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1802559.750000 Penalty: 4746.428711
	Iteration 12Q: 3 clusters Score -1802560 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1802775.375000 Penalty: 4746.428711
	Iteration 13Q: 3 clusters Score -1802775 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1802929.875000 Penalty: 4746.428711
	Iteration 14Q: 3 clusters Score -1802930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1803043.000000 Penalty: 4746.428711
	Iteration 15Q: 3 clusters Score -1803043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1803138.625000 Penalty: 4746.428711
	Iteration 16Q: 3 clusters Score -1803139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1803206.875000 Penalty: 4746.428711
	Iteration 17Q: 3 clusters Score -1803207 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1803267.500000 Penalty: 4746.428711
	Iteration 18Q: 3 clusters Score -1803268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1803323.625000 Penalty: 4746.428711
	Iteration 19Q: 3 clusters Score -1803324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1803356.250000 Penalty: 4746.428711
	Iteration 20F: 3 clusters Score -1803356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1803379.875000 Penalty: 4746.428711
	Iteration 21Q: 3 clusters Score -1803380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1803400.375000 Penalty: 4746.428711
	Iteration 22Q: 3 clusters Score -1803400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1803423.375000 Penalty: 4746.428711
	Iteration 23Q: 3 clusters Score -1803423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1803435.625000 Penalty: 4746.428711
	Iteration 24Q: 3 clusters Score -1803436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1803448.000000 Penalty: 4746.428711
	Iteration 25Q: 3 clusters Score -1803448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1803455.625000 Penalty: 4746.428711
	Iteration 26Q: 3 clusters Score -1803456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1803466.375000 Penalty: 4746.428711
	Iteration 27Q: 3 clusters Score -1803466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1803475.875000 Penalty: 4746.428711
	Iteration 28Q: 3 clusters Score -1803476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1803483.250000 Penalty: 4746.428711
	Iteration 29Q: 3 clusters Score -1803483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1803495.375000 Penalty: 4746.428711
	Iteration 30Q: 3 clusters Score -1803495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1803501.875000 Penalty: 4746.428711
	Iteration 31Q: 3 clusters Score -1803502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1803504.625000 Penalty: 4746.428711
	Iteration 32Q: 3 clusters Score -1803505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1803516.875000 Penalty: 4746.428711
	Iteration 33Q: 3 clusters Score -1803517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1803524.375000 Penalty: 4746.428711
	Iteration 34Q: 3 clusters Score -1803524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1803535.625000 Penalty: 4746.428711
	Iteration 35Q: 3 clusters Score -1803536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1803538.750000 Penalty: 4746.428711
	Iteration 36Q: 3 clusters Score -1803539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1803537.625000 Penalty: 4746.428711
	Iteration 37Q: 3 clusters Score -1803538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1803541.250000 Penalty: 4746.428711
	Iteration 38Q: 3 clusters Score -1803541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1803541.500000 Penalty: 4746.428711
	Iteration 39Q: 3 clusters Score -1803542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1803541.500000 Penalty: 4746.428711
	Iteration 40F: 3 clusters Score -1803542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -252853.562500 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -252853.6 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 1275 members 
Entering Unmasked Estep 
Score: -250020.000000 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -250020 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250957.203125 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -250957.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251688.656250 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -251688.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -252366.125000 Penalty: 3886.054932
	Iteration 3F: 3 clusters Score -252366.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -252739.812500 Penalty: 3886.054932
	Iteration 4F: 3 clusters Score -252739.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -252994.750000 Penalty: 3886.054932
	Iteration 5F: 3 clusters Score -252994.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -253099.656250 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -253099.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253168.250000 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -253168.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -253227.328125 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -253227.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -253281.500000 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -253281.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -253320.859375 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -253320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -253357.703125 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -253357.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -253377.640625 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -253377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253387.578125 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -253387.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -253393.203125 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -253393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -253395.218750 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -253395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -253398.343750 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -253398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -253398.500000 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -253398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -253399.031250 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -253399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -253401.562500 Penalty: 3886.054932
	Iteration 19F: 3 clusters Score -253401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -253408.843750 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -253408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -253412.734375 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -253412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -253414.218750 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -253414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -253416.890625 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -253416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -253418.437500 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -253418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -253418.437500 Penalty: 3886.054932
	Iteration 25F: 3 clusters Score -253418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 456 members 
Entering Unmasked Estep 
Score: -104963664.000000 Penalty: 118401.421875
Splitting cluster 5 changes total score from -104964584.000000 to -104963664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Entering Unmasked Estep 
Score: -3738209.000000 Penalty: 2542.931885
	Iteration 0F: 2 clusters Score -3738209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3718652.750000 Penalty: 5085.863770
	Iteration 0F: 3 clusters Score -3718653 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3725617.000000 Penalty: 5085.863770
	Iteration 1F: 3 clusters Score -3725617 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3726091.250000 Penalty: 5085.863770
	Iteration 2Q: 3 clusters Score -3726091 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3726570.250000 Penalty: 5085.863770
	Iteration 3Q: 3 clusters Score -3726570 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3727175.750000 Penalty: 5085.863770
	Iteration 4Q: 3 clusters Score -3727176 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3727975.250000 Penalty: 5085.863770
	Iteration 5F: 3 clusters Score -3727975 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3729052.250000 Penalty: 5085.863770
	Iteration 6F: 3 clusters Score -3729052 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3730391.250000 Penalty: 5085.863770
	Iteration 7F: 3 clusters Score -3730391 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3731941.000000 Penalty: 5085.863770
	Iteration 8F: 3 clusters Score -3731941 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3733299.500000 Penalty: 5085.863770
	Iteration 9F: 3 clusters Score -3733300 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3734367.250000 Penalty: 5085.863770
	Iteration 10Q: 3 clusters Score -3734367 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3735060.750000 Penalty: 5085.863770
	Iteration 11Q: 3 clusters Score -3735061 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3735448.750000 Penalty: 5085.863770
	Iteration 12Q: 3 clusters Score -3735449 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3735665.750000 Penalty: 5085.863770
	Iteration 13Q: 3 clusters Score -3735666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3735809.500000 Penalty: 5085.863770
	Iteration 14Q: 3 clusters Score -3735810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3735890.500000 Penalty: 5085.863770
	Iteration 15Q: 3 clusters Score -3735890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3735944.750000 Penalty: 5085.863770
	Iteration 16Q: 3 clusters Score -3735945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3735990.250000 Penalty: 5085.863770
	Iteration 17Q: 3 clusters Score -3735990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3736037.500000 Penalty: 5085.863770
	Iteration 18Q: 3 clusters Score -3736038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3736062.500000 Penalty: 5085.863770
	Iteration 19Q: 3 clusters Score -3736062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3736078.750000 Penalty: 5085.863770
	Iteration 20F: 3 clusters Score -3736079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3736089.750000 Penalty: 5085.863770
	Iteration 21Q: 3 clusters Score -3736090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3736095.750000 Penalty: 5085.863770
	Iteration 22Q: 3 clusters Score -3736096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3736108.750000 Penalty: 5085.863770
	Iteration 23Q: 3 clusters Score -3736109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3736109.750000 Penalty: 5085.863770
	Iteration 24Q: 3 clusters Score -3736110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3736110.000000 Penalty: 5085.863770
	Iteration 25Q: 3 clusters Score -3736110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3736114.250000 Penalty: 5085.863770
	Iteration 26Q: 3 clusters Score -3736114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3736114.250000 Penalty: 5085.863770
	Iteration 27F: 3 clusters Score -3736114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -529705.187500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -529705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -525538.250000 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -525538.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526532.687500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -526532.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -526898.312500 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -526898.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -527390.875000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -527390.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -528042.625000 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -528042.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -528644.250000 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -528644.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -529107.625000 Penalty: 4162.697754
	Iteration 6F: 3 clusters Score -529107.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -529373.000000 Penalty: 4162.697754
	Iteration 7F: 3 clusters Score -529373 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -529504.937500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -529504.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -529605.687500 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -529605.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -529660.937500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -529660.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -529687.125000 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -529687.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -529707.562500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -529707.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -529720.937500 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -529720.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -529732.312500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -529732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -529737.500000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -529737.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -529742.875000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -529742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -529745.437500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -529745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -529750.187500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -529750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -529753.875000 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -529753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -529755.750000 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -529755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -529756.250000 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -529756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -529756.750000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -529756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -529757.687500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -529757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529757.500000 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -529757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -529758.375000 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -529758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -529760.187500 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -529760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -529761.375000 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -529761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -529764.437500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -529764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -529766.437500 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -529766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -529769.375000 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -529769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -529771.375000 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -529771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -529772.250000 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -529772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -529773.250000 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -529773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -529773.187500 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -529773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -529774.437500 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -529774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -529774.437500 Penalty: 4162.697754
	Iteration 36F: 3 clusters Score -529774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2349 members 
Entering Unmasked Estep 
Score: -104963624.000000 Penalty: 118401.421875
Splitting cluster 7 changes total score from -104964584.000000 to -104963624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (34021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Entering Unmasked Estep 
Score: -4477702.000000 Penalty: 2587.813965
	Iteration 0F: 2 clusters Score -4477702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4454467.000000 Penalty: 5175.627930
	Iteration 0F: 3 clusters Score -4454467 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4462886.500000 Penalty: 5175.627930
	Iteration 1F: 3 clusters Score -4462886 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4463321.500000 Penalty: 5175.627930
	Iteration 2Q: 3 clusters Score -4463322 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4463646.000000 Penalty: 5175.627930
	Iteration 3Q: 3 clusters Score -4463646 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4464022.000000 Penalty: 5175.627930
	Iteration 4Q: 3 clusters Score -4464022 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4464334.000000 Penalty: 5175.627930
	Iteration 5Q: 3 clusters Score -4464334 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4464723.000000 Penalty: 5175.627930
	Iteration 6Q: 3 clusters Score -4464723 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4465090.500000 Penalty: 5175.627930
	Iteration 7Q: 3 clusters Score -4465090 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4465534.000000 Penalty: 5175.627930
	Iteration 8Q: 3 clusters Score -4465534 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4466050.500000 Penalty: 5175.627930
	Iteration 9Q: 3 clusters Score -4466050 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4466801.500000 Penalty: 5175.627930
	Iteration 10Q: 3 clusters Score -4466802 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4467690.500000 Penalty: 5175.627930
	Iteration 11Q: 3 clusters Score -4467690 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4468848.500000 Penalty: 5175.627930
	Iteration 12F: 3 clusters Score -4468848 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4470044.500000 Penalty: 5175.627930
	Iteration 13F: 3 clusters Score -4470044 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -4471033.500000 Penalty: 5175.627930
	Iteration 14Q: 3 clusters Score -4471034 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4471751.000000 Penalty: 5175.627930
	Iteration 15Q: 3 clusters Score -4471751 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4472176.000000 Penalty: 5175.627930
	Iteration 16Q: 3 clusters Score -4472176 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4472472.000000 Penalty: 5175.627930
	Iteration 17Q: 3 clusters Score -4472472 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -4472660.500000 Penalty: 5175.627930
	Iteration 18Q: 3 clusters Score -4472660 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4472845.000000 Penalty: 5175.627930
	Iteration 19Q: 3 clusters Score -4472845 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4473013.500000 Penalty: 5175.627930
	Iteration 20F: 3 clusters Score -4473014 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4473174.500000 Penalty: 5175.627930
	Iteration 21Q: 3 clusters Score -4473174 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4473293.000000 Penalty: 5175.627930
	Iteration 22Q: 3 clusters Score -4473293 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4473439.000000 Penalty: 5175.627930
	Iteration 23Q: 3 clusters Score -4473439 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4473552.500000 Penalty: 5175.627930
	Iteration 24Q: 3 clusters Score -4473552 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4473627.000000 Penalty: 5175.627930
	Iteration 25Q: 3 clusters Score -4473627 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4473735.500000 Penalty: 5175.627930
	Iteration 26Q: 3 clusters Score -4473736 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4473833.500000 Penalty: 5175.627930
	Iteration 27Q: 3 clusters Score -4473834 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4473948.500000 Penalty: 5175.627930
	Iteration 28Q: 3 clusters Score -4473948 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4474085.500000 Penalty: 5175.627930
	Iteration 29Q: 3 clusters Score -4474086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4474180.500000 Penalty: 5175.627930
	Iteration 30Q: 3 clusters Score -4474180 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4474267.000000 Penalty: 5175.627930
	Iteration 31Q: 3 clusters Score -4474267 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4474358.000000 Penalty: 5175.627930
	Iteration 32Q: 3 clusters Score -4474358 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4474441.000000 Penalty: 5175.627930
	Iteration 33Q: 3 clusters Score -4474441 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4474520.500000 Penalty: 5175.627930
	Iteration 34Q: 3 clusters Score -4474520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4474598.000000 Penalty: 5175.627930
	Iteration 35Q: 3 clusters Score -4474598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4474679.000000 Penalty: 5175.627930
	Iteration 36Q: 3 clusters Score -4474679 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4474729.500000 Penalty: 5175.627930
	Iteration 37Q: 3 clusters Score -4474730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4474778.500000 Penalty: 5175.627930
	Iteration 38Q: 3 clusters Score -4474778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4474810.000000 Penalty: 5175.627930
	Iteration 39Q: 3 clusters Score -4474810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4474844.500000 Penalty: 5175.627930
	Iteration 40F: 3 clusters Score -4474844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4474881.500000 Penalty: 5175.627930
	Iteration 41Q: 3 clusters Score -4474882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4474928.500000 Penalty: 5175.627930
	Iteration 42Q: 3 clusters Score -4474928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4474953.000000 Penalty: 5175.627930
	Iteration 43Q: 3 clusters Score -4474953 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4474988.000000 Penalty: 5175.627930
	Iteration 44Q: 3 clusters Score -4474988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4475004.000000 Penalty: 5175.627930
	Iteration 45Q: 3 clusters Score -4475004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4475043.500000 Penalty: 5175.627930
	Iteration 46Q: 3 clusters Score -4475044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4475055.000000 Penalty: 5175.627930
	Iteration 47Q: 3 clusters Score -4475055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4475078.500000 Penalty: 5175.627930
	Iteration 48Q: 3 clusters Score -4475078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4475121.000000 Penalty: 5175.627930
	Iteration 49Q: 3 clusters Score -4475121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4475146.000000 Penalty: 5175.627930
	Iteration 50Q: 3 clusters Score -4475146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4475172.000000 Penalty: 5175.627930
	Iteration 51Q: 3 clusters Score -4475172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4475214.500000 Penalty: 5175.627930
	Iteration 52Q: 3 clusters Score -4475214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4475248.000000 Penalty: 5175.627930
	Iteration 53Q: 3 clusters Score -4475248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4475275.500000 Penalty: 5175.627930
	Iteration 54Q: 3 clusters Score -4475276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4475299.500000 Penalty: 5175.627930
	Iteration 55Q: 3 clusters Score -4475300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4475324.000000 Penalty: 5175.627930
	Iteration 56Q: 3 clusters Score -4475324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4475361.500000 Penalty: 5175.627930
	Iteration 57Q: 3 clusters Score -4475362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4475365.500000 Penalty: 5175.627930
	Iteration 58Q: 3 clusters Score -4475366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4475377.500000 Penalty: 5175.627930
	Iteration 59Q: 3 clusters Score -4475378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4475397.500000 Penalty: 5175.627930
	Iteration 60F: 3 clusters Score -4475398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4475406.000000 Penalty: 5175.627930
	Iteration 61Q: 3 clusters Score -4475406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4475419.000000 Penalty: 5175.627930
	Iteration 62Q: 3 clusters Score -4475419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4475425.000000 Penalty: 5175.627930
	Iteration 63Q: 3 clusters Score -4475425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4475430.000000 Penalty: 5175.627930
	Iteration 64Q: 3 clusters Score -4475430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4475430.500000 Penalty: 5175.627930
	Iteration 65Q: 3 clusters Score -4475430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4475438.000000 Penalty: 5175.627930
	Iteration 66Q: 3 clusters Score -4475438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4475435.000000 Penalty: 5175.627930
	Iteration 67Q: 3 clusters Score -4475435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4475440.500000 Penalty: 5175.627930
	Iteration 68Q: 3 clusters Score -4475440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4475438.000000 Penalty: 5175.627930
	Iteration 69Q: 3 clusters Score -4475438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4475446.500000 Penalty: 5175.627930
	Iteration 70Q: 3 clusters Score -4475446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4475449.000000 Penalty: 5175.627930
	Iteration 71Q: 3 clusters Score -4475449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4475453.500000 Penalty: 5175.627930
	Iteration 72Q: 3 clusters Score -4475454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4475453.000000 Penalty: 5175.627930
	Iteration 73Q: 3 clusters Score -4475453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4475452.500000 Penalty: 5175.627930
	Iteration 74Q: 3 clusters Score -4475452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4475453.500000 Penalty: 5175.627930
	Iteration 75Q: 3 clusters Score -4475454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4475452.500000 Penalty: 5175.627930
	Iteration 76Q: 3 clusters Score -4475452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4475460.000000 Penalty: 5175.627930
	Iteration 77Q: 3 clusters Score -4475460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4475457.500000 Penalty: 5175.627930
	Iteration 78Q: 3 clusters Score -4475458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4475459.000000 Penalty: 5175.627930
	Iteration 79Q: 3 clusters Score -4475459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4475459.000000 Penalty: 5175.627930
	Iteration 80F: 3 clusters Score -4475459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -494666.281250 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -494666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -490762.687500 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -490762.7 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -491555.062500 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -491555.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -491739.781250 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -491739.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -491849.062500 Penalty: 4112.358398
	Iteration 3Q: 3 clusters Score -491849.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -491936.281250 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -491936.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -492001.281250 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -492001.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -492055.125000 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -492055.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -492100.031250 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -492100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -492144.031250 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -492144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -492185.906250 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -492185.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -492220.656250 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -492220.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -492264.250000 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -492264.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -492301.593750 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -492301.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -492338.187500 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -492338.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -492369.093750 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -492369.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -492400.968750 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -492401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -492427.812500 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -492427.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -492452.281250 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -492452.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -492469.687500 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -492469.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -492483.375000 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -492483.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -492494.781250 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -492494.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -492511.250000 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -492511.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -492527.375000 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -492527.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -492535.937500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -492535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -492543.062500 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -492543.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -492550.343750 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -492550.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -492559.156250 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -492559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -492567.218750 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -492567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -492572.125000 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -492572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -492580.218750 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -492580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -492584.750000 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -492584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -492587.031250 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -492587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -492589.906250 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -492589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -492592.781250 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -492592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -492595.312500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -492595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -492597.062500 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -492597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -492598.000000 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -492598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -492603.343750 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -492603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -492607.843750 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -492607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -492611.031250 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -492611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -492611.781250 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -492611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492616.906250 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -492616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -492619.562500 Penalty: 4112.358398
	Iteration 42Q: 3 clusters Score -492619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -492623.656250 Penalty: 4112.358398
	Iteration 43Q: 3 clusters Score -492623.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -492630.156250 Penalty: 4112.358398
	Iteration 44Q: 3 clusters Score -492630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -492636.250000 Penalty: 4112.358398
	Iteration 45Q: 3 clusters Score -492636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -492639.718750 Penalty: 4112.358398
	Iteration 46Q: 3 clusters Score -492639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -492643.406250 Penalty: 4112.358398
	Iteration 47Q: 3 clusters Score -492643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -492644.906250 Penalty: 4112.358398
	Iteration 48Q: 3 clusters Score -492644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -492646.937500 Penalty: 4112.358398
	Iteration 49Q: 3 clusters Score -492646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -492648.625000 Penalty: 4112.358398
	Iteration 50Q: 3 clusters Score -492648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -492651.468750 Penalty: 4112.358398
	Iteration 51Q: 3 clusters Score -492651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -492654.343750 Penalty: 4112.358398
	Iteration 52Q: 3 clusters Score -492654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -492655.218750 Penalty: 4112.358398
	Iteration 53Q: 3 clusters Score -492655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -492655.968750 Penalty: 4112.358398
	Iteration 54Q: 3 clusters Score -492656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -492657.906250 Penalty: 4112.358398
	Iteration 55Q: 3 clusters Score -492657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -492659.187500 Penalty: 4112.358398
	Iteration 56Q: 3 clusters Score -492659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -492660.125000 Penalty: 4112.358398
	Iteration 57Q: 3 clusters Score -492660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -492661.687500 Penalty: 4112.358398
	Iteration 58Q: 3 clusters Score -492661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -492661.843750 Penalty: 4112.358398
	Iteration 59Q: 3 clusters Score -492661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -492664.093750 Penalty: 4112.358398
	Iteration 60F: 3 clusters Score -492664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -492666.343750 Penalty: 4112.358398
	Iteration 61Q: 3 clusters Score -492666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -492669.031250 Penalty: 4112.358398
	Iteration 62Q: 3 clusters Score -492669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -492672.937500 Penalty: 4112.358398
	Iteration 63Q: 3 clusters Score -492672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -492675.000000 Penalty: 4112.358398
	Iteration 64Q: 3 clusters Score -492675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -492676.968750 Penalty: 4112.358398
	Iteration 65Q: 3 clusters Score -492677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -492679.687500 Penalty: 4112.358398
	Iteration 66Q: 3 clusters Score -492679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -492682.718750 Penalty: 4112.358398
	Iteration 67Q: 3 clusters Score -492682.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -492685.875000 Penalty: 4112.358398
	Iteration 68Q: 3 clusters Score -492685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -492689.718750 Penalty: 4112.358398
	Iteration 69Q: 3 clusters Score -492689.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -492694.125000 Penalty: 4112.358398
	Iteration 70Q: 3 clusters Score -492694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -492697.187500 Penalty: 4112.358398
	Iteration 71Q: 3 clusters Score -492697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -492698.812500 Penalty: 4112.358398
	Iteration 72Q: 3 clusters Score -492698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -492700.562500 Penalty: 4112.358398
	Iteration 73Q: 3 clusters Score -492700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -492701.156250 Penalty: 4112.358398
	Iteration 74Q: 3 clusters Score -492701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -492704.625000 Penalty: 4112.358398
	Iteration 75Q: 3 clusters Score -492704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -492708.562500 Penalty: 4112.358398
	Iteration 76Q: 3 clusters Score -492708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -492712.781250 Penalty: 4112.358398
	Iteration 77Q: 3 clusters Score -492712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -492715.750000 Penalty: 4112.358398
	Iteration 78Q: 3 clusters Score -492715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -492718.906250 Penalty: 4112.358398
	Iteration 79Q: 3 clusters Score -492718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -492724.968750 Penalty: 4112.358398
	Iteration 80F: 3 clusters Score -492725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -492725.937500 Penalty: 4112.358398
	Iteration 81Q: 3 clusters Score -492725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -492729.187500 Penalty: 4112.358398
	Iteration 82Q: 3 clusters Score -492729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -492730.718750 Penalty: 4112.358398
	Iteration 83Q: 3 clusters Score -492730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -492734.375000 Penalty: 4112.358398
	Iteration 84Q: 3 clusters Score -492734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -492735.437500 Penalty: 4112.358398
	Iteration 85Q: 3 clusters Score -492735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -492736.156250 Penalty: 4112.358398
	Iteration 86Q: 3 clusters Score -492736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -492736.781250 Penalty: 4112.358398
	Iteration 87Q: 3 clusters Score -492736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -492736.781250 Penalty: 4112.358398
	Iteration 88F: 3 clusters Score -492736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Entering Unmasked Estep 
Score: -5635086.000000 Penalty: 2652.496826
	Iteration 0F: 2 clusters Score -5635086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5605166.000000 Penalty: 5304.993652
	Iteration 0F: 3 clusters Score -5605166 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5616534.500000 Penalty: 5304.993652
	Iteration 1F: 3 clusters Score -5616534 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -5616973.000000 Penalty: 5304.993652
	Iteration 2Q: 3 clusters Score -5616973 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -5617325.500000 Penalty: 5304.993652
	Iteration 3Q: 3 clusters Score -5617326 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5617599.500000 Penalty: 5304.993652
	Iteration 4Q: 3 clusters Score -5617600 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5617900.000000 Penalty: 5304.993652
	Iteration 5Q: 3 clusters Score -5617900 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5618197.500000 Penalty: 5304.993652
	Iteration 6Q: 3 clusters Score -5618198 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5618511.500000 Penalty: 5304.993652
	Iteration 7Q: 3 clusters Score -5618512 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5618910.000000 Penalty: 5304.993652
	Iteration 8Q: 3 clusters Score -5618910 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5619416.000000 Penalty: 5304.993652
	Iteration 9Q: 3 clusters Score -5619416 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5620152.500000 Penalty: 5304.993652
	Iteration 10Q: 3 clusters Score -5620152 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5621062.000000 Penalty: 5304.993652
	Iteration 11Q: 3 clusters Score -5621062 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5622380.000000 Penalty: 5304.993652
	Iteration 12F: 3 clusters Score -5622380 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5624237.000000 Penalty: 5304.993652
	Iteration 13F: 3 clusters Score -5624237 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5626527.500000 Penalty: 5304.993652
	Iteration 14F: 3 clusters Score -5626528 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5628694.000000 Penalty: 5304.993652
	Iteration 15F: 3 clusters Score -5628694 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5630411.500000 Penalty: 5304.993652
	Iteration 16Q: 3 clusters Score -5630412 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5631496.000000 Penalty: 5304.993652
	Iteration 17Q: 3 clusters Score -5631496 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5632055.000000 Penalty: 5304.993652
	Iteration 18Q: 3 clusters Score -5632055 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5632323.500000 Penalty: 5304.993652
	Iteration 19Q: 3 clusters Score -5632324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5632461.500000 Penalty: 5304.993652
	Iteration 20F: 3 clusters Score -5632462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5632526.500000 Penalty: 5304.993652
	Iteration 21Q: 3 clusters Score -5632526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5632574.500000 Penalty: 5304.993652
	Iteration 22Q: 3 clusters Score -5632574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5632596.500000 Penalty: 5304.993652
	Iteration 23Q: 3 clusters Score -5632596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5632623.000000 Penalty: 5304.993652
	Iteration 24Q: 3 clusters Score -5632623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5632632.500000 Penalty: 5304.993652
	Iteration 25Q: 3 clusters Score -5632632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5632647.500000 Penalty: 5304.993652
	Iteration 26Q: 3 clusters Score -5632648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5632646.500000 Penalty: 5304.993652
	Iteration 27Q: 3 clusters Score -5632646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5632658.000000 Penalty: 5304.993652
	Iteration 28Q: 3 clusters Score -5632658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5632666.500000 Penalty: 5304.993652
	Iteration 29Q: 3 clusters Score -5632666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5632673.000000 Penalty: 5304.993652
	Iteration 30Q: 3 clusters Score -5632673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5632680.000000 Penalty: 5304.993652
	Iteration 31Q: 3 clusters Score -5632680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5632682.500000 Penalty: 5304.993652
	Iteration 32Q: 3 clusters Score -5632682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5632677.500000 Penalty: 5304.993652
	Iteration 33Q: 3 clusters Score -5632678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5632678.500000 Penalty: 5304.993652
	Iteration 34Q: 3 clusters Score -5632678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5632680.500000 Penalty: 5304.993652
	Iteration 35Q: 3 clusters Score -5632680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5632684.000000 Penalty: 5304.993652
	Iteration 36Q: 3 clusters Score -5632684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5632688.000000 Penalty: 5304.993652
	Iteration 37Q: 3 clusters Score -5632688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5632700.500000 Penalty: 5304.993652
	Iteration 38Q: 3 clusters Score -5632700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5632705.000000 Penalty: 5304.993652
	Iteration 39Q: 3 clusters Score -5632705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5632703.500000 Penalty: 5304.993652
	Iteration 40F: 3 clusters Score -5632704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5632707.500000 Penalty: 5304.993652
	Iteration 41Q: 3 clusters Score -5632708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5632706.500000 Penalty: 5304.993652
	Iteration 42Q: 3 clusters Score -5632706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5632700.500000 Penalty: 5304.993652
	Iteration 43Q: 3 clusters Score -5632700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5632703.000000 Penalty: 5304.993652
	Iteration 44Q: 3 clusters Score -5632703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5632703.000000 Penalty: 5304.993652
	Iteration 45F: 3 clusters Score -5632703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Entering Unmasked Estep 
Score: -2128455.000000 Penalty: 2440.943848
	Iteration 0F: 2 clusters Score -2128455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2115181.250000 Penalty: 4881.887695
	Iteration 0F: 3 clusters Score -2115181 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2119807.250000 Penalty: 4881.887695
	Iteration 1F: 3 clusters Score -2119807 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2120391.000000 Penalty: 4881.887695
	Iteration 2F: 3 clusters Score -2120391 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2120890.500000 Penalty: 4881.887695
	Iteration 3F: 3 clusters Score -2120890 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2121359.750000 Penalty: 4881.887695
	Iteration 4F: 3 clusters Score -2121360 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2121789.750000 Penalty: 4881.887695
	Iteration 5Q: 3 clusters Score -2121790 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2122226.000000 Penalty: 4881.887695
	Iteration 6Q: 3 clusters Score -2122226 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2122629.750000 Penalty: 4881.887695
	Iteration 7Q: 3 clusters Score -2122630 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2122986.750000 Penalty: 4881.887695
	Iteration 8Q: 3 clusters Score -2122987 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2123275.500000 Penalty: 4881.887695
	Iteration 9Q: 3 clusters Score -2123276 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2123533.000000 Penalty: 4881.887695
	Iteration 10Q: 3 clusters Score -2123533 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2123772.750000 Penalty: 4881.887695
	Iteration 11Q: 3 clusters Score -2123773 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2123972.750000 Penalty: 4881.887695
	Iteration 12Q: 3 clusters Score -2123973 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2124118.500000 Penalty: 4881.887695
	Iteration 13Q: 3 clusters Score -2124118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2124229.250000 Penalty: 4881.887695
	Iteration 14Q: 3 clusters Score -2124229 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2124323.500000 Penalty: 4881.887695
	Iteration 15Q: 3 clusters Score -2124324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2124401.250000 Penalty: 4881.887695
	Iteration 16Q: 3 clusters Score -2124401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2124465.000000 Penalty: 4881.887695
	Iteration 17Q: 3 clusters Score -2124465 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2124529.000000 Penalty: 4881.887695
	Iteration 18Q: 3 clusters Score -2124529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2124592.750000 Penalty: 4881.887695
	Iteration 19Q: 3 clusters Score -2124593 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2124646.250000 Penalty: 4881.887695
	Iteration 20F: 3 clusters Score -2124646 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2124695.000000 Penalty: 4881.887695
	Iteration 21Q: 3 clusters Score -2124695 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2124758.500000 Penalty: 4881.887695
	Iteration 22Q: 3 clusters Score -2124758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2124797.000000 Penalty: 4881.887695
	Iteration 23Q: 3 clusters Score -2124797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2124857.000000 Penalty: 4881.887695
	Iteration 24Q: 3 clusters Score -2124857 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2124922.750000 Penalty: 4881.887695
	Iteration 25Q: 3 clusters Score -2124923 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2124984.250000 Penalty: 4881.887695
	Iteration 26Q: 3 clusters Score -2124984 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2125043.000000 Penalty: 4881.887695
	Iteration 27Q: 3 clusters Score -2125043 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2125103.000000 Penalty: 4881.887695
	Iteration 28Q: 3 clusters Score -2125103 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2125172.750000 Penalty: 4881.887695
	Iteration 29Q: 3 clusters Score -2125173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2125244.500000 Penalty: 4881.887695
	Iteration 30Q: 3 clusters Score -2125244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2125331.250000 Penalty: 4881.887695
	Iteration 31Q: 3 clusters Score -2125331 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2125428.000000 Penalty: 4881.887695
	Iteration 32Q: 3 clusters Score -2125428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2125527.250000 Penalty: 4881.887695
	Iteration 33Q: 3 clusters Score -2125527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2125614.000000 Penalty: 4881.887695
	Iteration 34Q: 3 clusters Score -2125614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2125686.750000 Penalty: 4881.887695
	Iteration 35Q: 3 clusters Score -2125687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2125780.250000 Penalty: 4881.887695
	Iteration 36Q: 3 clusters Score -2125780 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2125843.750000 Penalty: 4881.887695
	Iteration 37Q: 3 clusters Score -2125844 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2125908.500000 Penalty: 4881.887695
	Iteration 38Q: 3 clusters Score -2125908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2125980.500000 Penalty: 4881.887695
	Iteration 39Q: 3 clusters Score -2125980 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2126046.750000 Penalty: 4881.887695
	Iteration 40F: 3 clusters Score -2126047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2126104.000000 Penalty: 4881.887695
	Iteration 41Q: 3 clusters Score -2126104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2126155.250000 Penalty: 4881.887695
	Iteration 42Q: 3 clusters Score -2126155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2126199.250000 Penalty: 4881.887695
	Iteration 43Q: 3 clusters Score -2126199 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2126251.250000 Penalty: 4881.887695
	Iteration 44Q: 3 clusters Score -2126251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2126291.250000 Penalty: 4881.887695
	Iteration 45Q: 3 clusters Score -2126291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2126318.750000 Penalty: 4881.887695
	Iteration 46Q: 3 clusters Score -2126319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2126355.000000 Penalty: 4881.887695
	Iteration 47Q: 3 clusters Score -2126355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2126385.250000 Penalty: 4881.887695
	Iteration 48Q: 3 clusters Score -2126385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2126415.500000 Penalty: 4881.887695
	Iteration 49Q: 3 clusters Score -2126416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2126436.000000 Penalty: 4881.887695
	Iteration 50Q: 3 clusters Score -2126436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2126459.750000 Penalty: 4881.887695
	Iteration 51Q: 3 clusters Score -2126460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2126474.750000 Penalty: 4881.887695
	Iteration 52Q: 3 clusters Score -2126475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2126483.250000 Penalty: 4881.887695
	Iteration 53Q: 3 clusters Score -2126483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2126490.500000 Penalty: 4881.887695
	Iteration 54Q: 3 clusters Score -2126490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2126505.250000 Penalty: 4881.887695
	Iteration 55Q: 3 clusters Score -2126505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2126507.250000 Penalty: 4881.887695
	Iteration 56Q: 3 clusters Score -2126507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2126523.750000 Penalty: 4881.887695
	Iteration 57Q: 3 clusters Score -2126524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2126531.500000 Penalty: 4881.887695
	Iteration 58Q: 3 clusters Score -2126532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2126548.000000 Penalty: 4881.887695
	Iteration 59Q: 3 clusters Score -2126548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2126563.250000 Penalty: 4881.887695
	Iteration 60F: 3 clusters Score -2126563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2126569.500000 Penalty: 4881.887695
	Iteration 61Q: 3 clusters Score -2126570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2126573.250000 Penalty: 4881.887695
	Iteration 62Q: 3 clusters Score -2126573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2126575.250000 Penalty: 4881.887695
	Iteration 63Q: 3 clusters Score -2126575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2126582.750000 Penalty: 4881.887695
	Iteration 64Q: 3 clusters Score -2126583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2126586.750000 Penalty: 4881.887695
	Iteration 65Q: 3 clusters Score -2126587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2126588.500000 Penalty: 4881.887695
	Iteration 66Q: 3 clusters Score -2126588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2126597.500000 Penalty: 4881.887695
	Iteration 67Q: 3 clusters Score -2126598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2126599.250000 Penalty: 4881.887695
	Iteration 68Q: 3 clusters Score -2126599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2126605.000000 Penalty: 4881.887695
	Iteration 69Q: 3 clusters Score -2126605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2126607.000000 Penalty: 4881.887695
	Iteration 70Q: 3 clusters Score -2126607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2126609.250000 Penalty: 4881.887695
	Iteration 71Q: 3 clusters Score -2126609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2126611.000000 Penalty: 4881.887695
	Iteration 72Q: 3 clusters Score -2126611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2126614.500000 Penalty: 4881.887695
	Iteration 73Q: 3 clusters Score -2126614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2126612.250000 Penalty: 4881.887695
	Iteration 74Q: 3 clusters Score -2126612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2126614.500000 Penalty: 4881.887695
	Iteration 75Q: 3 clusters Score -2126614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2126618.750000 Penalty: 4881.887695
	Iteration 76Q: 3 clusters Score -2126619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2126619.250000 Penalty: 4881.887695
	Iteration 77Q: 3 clusters Score -2126619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2126626.750000 Penalty: 4881.887695
	Iteration 78Q: 3 clusters Score -2126627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2126626.500000 Penalty: 4881.887695
	Iteration 79Q: 3 clusters Score -2126626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2126630.000000 Penalty: 4881.887695
	Iteration 80F: 3 clusters Score -2126630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2126631.250000 Penalty: 4881.887695
	Iteration 81Q: 3 clusters Score -2126631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2126630.750000 Penalty: 4881.887695
	Iteration 82Q: 3 clusters Score -2126631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2126632.750000 Penalty: 4881.887695
	Iteration 83Q: 3 clusters Score -2126633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2126635.500000 Penalty: 4881.887695
	Iteration 84Q: 3 clusters Score -2126636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2126638.250000 Penalty: 4881.887695
	Iteration 85Q: 3 clusters Score -2126638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2126637.500000 Penalty: 4881.887695
	Iteration 86Q: 3 clusters Score -2126638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2126639.250000 Penalty: 4881.887695
	Iteration 87Q: 3 clusters Score -2126639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2126639.250000 Penalty: 4881.887695
	Iteration 88F: 3 clusters Score -2126639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -3206657.250000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -3206657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3189834.000000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -3189834 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3195605.750000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -3195606 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3195949.000000 Penalty: 5006.472656
	Iteration 2Q: 3 clusters Score -3195949 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3196239.500000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -3196240 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3196530.750000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -3196531 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3196824.500000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -3196824 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3197235.000000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -3197235 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3197760.000000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -3197760 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3198479.000000 Penalty: 5006.472656
	Iteration 8F: 3 clusters Score -3198479 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3199438.750000 Penalty: 5006.472656
	Iteration 9F: 3 clusters Score -3199439 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3200649.500000 Penalty: 5006.472656
	Iteration 10F: 3 clusters Score -3200650 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3201925.250000 Penalty: 5006.472656
	Iteration 11F: 3 clusters Score -3201925 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3202878.000000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -3202878 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3203571.250000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -3203571 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3203971.000000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -3203971 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3204154.250000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -3204154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3204258.250000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -3204258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3204321.250000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -3204321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3204367.000000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -3204367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3204396.000000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -3204396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3204408.750000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -3204409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3204421.250000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -3204421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3204428.000000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -3204428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3204438.250000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -3204438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3204439.750000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -3204440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3204443.750000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -3204444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3204443.750000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -3204444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3204446.000000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -3204446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3204448.500000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -3204448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3204456.750000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -3204457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3204464.250000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -3204464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3204461.750000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -3204462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3204464.750000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -3204465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3204464.750000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -3204465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3204469.500000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -3204470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3204467.750000 Penalty: 5006.472656
	Iteration 35Q: 3 clusters Score -3204468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3204467.250000 Penalty: 5006.472656
	Iteration 36Q: 3 clusters Score -3204467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3204476.250000 Penalty: 5006.472656
	Iteration 37Q: 3 clusters Score -3204476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3204477.000000 Penalty: 5006.472656
	Iteration 38Q: 3 clusters Score -3204477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3204486.500000 Penalty: 5006.472656
	Iteration 39Q: 3 clusters Score -3204486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3204493.500000 Penalty: 5006.472656
	Iteration 40F: 3 clusters Score -3204494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3204493.500000 Penalty: 5006.472656
	Iteration 41Q: 3 clusters Score -3204494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3204498.500000 Penalty: 5006.472656
	Iteration 42Q: 3 clusters Score -3204498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3204506.750000 Penalty: 5006.472656
	Iteration 43Q: 3 clusters Score -3204507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3204518.000000 Penalty: 5006.472656
	Iteration 44Q: 3 clusters Score -3204518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3204519.250000 Penalty: 5006.472656
	Iteration 45Q: 3 clusters Score -3204519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3204526.000000 Penalty: 5006.472656
	Iteration 46Q: 3 clusters Score -3204526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3204530.000000 Penalty: 5006.472656
	Iteration 47Q: 3 clusters Score -3204530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3204533.000000 Penalty: 5006.472656
	Iteration 48Q: 3 clusters Score -3204533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3204539.750000 Penalty: 5006.472656
	Iteration 49Q: 3 clusters Score -3204540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3204543.250000 Penalty: 5006.472656
	Iteration 50Q: 3 clusters Score -3204543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3204544.000000 Penalty: 5006.472656
	Iteration 51Q: 3 clusters Score -3204544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3204546.000000 Penalty: 5006.472656
	Iteration 52Q: 3 clusters Score -3204546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3204552.750000 Penalty: 5006.472656
	Iteration 53Q: 3 clusters Score -3204553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3204556.750000 Penalty: 5006.472656
	Iteration 54Q: 3 clusters Score -3204557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3204561.750000 Penalty: 5006.472656
	Iteration 55Q: 3 clusters Score -3204562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3204562.000000 Penalty: 5006.472656
	Iteration 56Q: 3 clusters Score -3204562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3204560.750000 Penalty: 5006.472656
	Iteration 57Q: 3 clusters Score -3204561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3204566.750000 Penalty: 5006.472656
	Iteration 58Q: 3 clusters Score -3204567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3204564.250000 Penalty: 5006.472656
	Iteration 59Q: 3 clusters Score -3204564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3204563.750000 Penalty: 5006.472656
	Iteration 60F: 3 clusters Score -3204564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3204568.500000 Penalty: 5006.472656
	Iteration 61Q: 3 clusters Score -3204568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3204566.250000 Penalty: 5006.472656
	Iteration 62Q: 3 clusters Score -3204566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3204571.000000 Penalty: 5006.472656
	Iteration 63Q: 3 clusters Score -3204571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3204571.000000 Penalty: 5006.472656
	Iteration 64F: 3 clusters Score -3204571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Entering Unmasked Estep 
Score: -1350190.625000 Penalty: 2310.045654
	Iteration 0F: 2 clusters Score -1350191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1341894.750000 Penalty: 4620.091309
	Iteration 0F: 3 clusters Score -1341895 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1344363.500000 Penalty: 4620.091309
	Iteration 1F: 3 clusters Score -1344364 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1344672.000000 Penalty: 4620.091309
	Iteration 2F: 3 clusters Score -1344672 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1344980.875000 Penalty: 4620.091309
	Iteration 3F: 3 clusters Score -1344981 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1345309.125000 Penalty: 4620.091309
	Iteration 4F: 3 clusters Score -1345309 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1345666.125000 Penalty: 4620.091309
	Iteration 5F: 3 clusters Score -1345666 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1345995.250000 Penalty: 4620.091309
	Iteration 6F: 3 clusters Score -1345995 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1346307.250000 Penalty: 4620.091309
	Iteration 7Q: 3 clusters Score -1346307 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1346550.500000 Penalty: 4620.091309
	Iteration 8Q: 3 clusters Score -1346550 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1346729.375000 Penalty: 4620.091309
	Iteration 9Q: 3 clusters Score -1346729 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1346855.875000 Penalty: 4620.091309
	Iteration 10Q: 3 clusters Score -1346856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1346946.875000 Penalty: 4620.091309
	Iteration 11Q: 3 clusters Score -1346947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1347006.375000 Penalty: 4620.091309
	Iteration 12Q: 3 clusters Score -1347006 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1347069.750000 Penalty: 4620.091309
	Iteration 13Q: 3 clusters Score -1347070 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1347125.125000 Penalty: 4620.091309
	Iteration 14Q: 3 clusters Score -1347125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1347172.625000 Penalty: 4620.091309
	Iteration 15Q: 3 clusters Score -1347173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1347220.625000 Penalty: 4620.091309
	Iteration 16Q: 3 clusters Score -1347221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1347271.625000 Penalty: 4620.091309
	Iteration 17Q: 3 clusters Score -1347272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1347325.875000 Penalty: 4620.091309
	Iteration 18Q: 3 clusters Score -1347326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1347404.750000 Penalty: 4620.091309
	Iteration 19Q: 3 clusters Score -1347405 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1347526.250000 Penalty: 4620.091309
	Iteration 20F: 3 clusters Score -1347526 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1347656.750000 Penalty: 4620.091309
	Iteration 21Q: 3 clusters Score -1347657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1347764.250000 Penalty: 4620.091309
	Iteration 22Q: 3 clusters Score -1347764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1347877.125000 Penalty: 4620.091309
	Iteration 23Q: 3 clusters Score -1347877 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1347967.375000 Penalty: 4620.091309
	Iteration 24Q: 3 clusters Score -1347967 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1348023.750000 Penalty: 4620.091309
	Iteration 25Q: 3 clusters Score -1348024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1348089.250000 Penalty: 4620.091309
	Iteration 26Q: 3 clusters Score -1348089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1348158.625000 Penalty: 4620.091309
	Iteration 27Q: 3 clusters Score -1348159 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1348217.250000 Penalty: 4620.091309
	Iteration 28Q: 3 clusters Score -1348217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1348256.500000 Penalty: 4620.091309
	Iteration 29Q: 3 clusters Score -1348256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1348280.250000 Penalty: 4620.091309
	Iteration 30Q: 3 clusters Score -1348280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1348301.750000 Penalty: 4620.091309
	Iteration 31Q: 3 clusters Score -1348302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1348316.250000 Penalty: 4620.091309
	Iteration 32Q: 3 clusters Score -1348316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1348326.375000 Penalty: 4620.091309
	Iteration 33Q: 3 clusters Score -1348326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1348336.125000 Penalty: 4620.091309
	Iteration 34Q: 3 clusters Score -1348336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1348343.500000 Penalty: 4620.091309
	Iteration 35Q: 3 clusters Score -1348344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1348350.750000 Penalty: 4620.091309
	Iteration 36Q: 3 clusters Score -1348351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1348357.875000 Penalty: 4620.091309
	Iteration 37Q: 3 clusters Score -1348358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1348362.375000 Penalty: 4620.091309
	Iteration 38Q: 3 clusters Score -1348362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1348364.375000 Penalty: 4620.091309
	Iteration 39Q: 3 clusters Score -1348364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1348366.000000 Penalty: 4620.091309
	Iteration 40F: 3 clusters Score -1348366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1348368.500000 Penalty: 4620.091309
	Iteration 41Q: 3 clusters Score -1348368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1348369.375000 Penalty: 4620.091309
	Iteration 42Q: 3 clusters Score -1348369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1348367.250000 Penalty: 4620.091309
	Iteration 43Q: 3 clusters Score -1348367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1348367.250000 Penalty: 4620.091309
	Iteration 44F: 3 clusters Score -1348367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -1464260.500000 Penalty: 2318.544922
	Iteration 0F: 2 clusters Score -1464260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1455609.250000 Penalty: 4637.089844
	Iteration 0F: 3 clusters Score -1455609 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1458116.625000 Penalty: 4637.089844
	Iteration 1F: 3 clusters Score -1458117 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1458448.375000 Penalty: 4637.089844
	Iteration 2F: 3 clusters Score -1458448 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1458668.875000 Penalty: 4637.089844
	Iteration 3Q: 3 clusters Score -1458669 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1458867.375000 Penalty: 4637.089844
	Iteration 4Q: 3 clusters Score -1458867 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1459049.500000 Penalty: 4637.089844
	Iteration 5Q: 3 clusters Score -1459050 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1459279.375000 Penalty: 4637.089844
	Iteration 6Q: 3 clusters Score -1459279 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1459522.000000 Penalty: 4637.089844
	Iteration 7Q: 3 clusters Score -1459522 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1459773.625000 Penalty: 4637.089844
	Iteration 8Q: 3 clusters Score -1459774 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1460110.750000 Penalty: 4637.089844
	Iteration 9Q: 3 clusters Score -1460111 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1460508.750000 Penalty: 4637.089844
	Iteration 10Q: 3 clusters Score -1460509 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1460811.750000 Penalty: 4637.089844
	Iteration 11Q: 3 clusters Score -1460812 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1461014.625000 Penalty: 4637.089844
	Iteration 12Q: 3 clusters Score -1461015 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1461163.875000 Penalty: 4637.089844
	Iteration 13Q: 3 clusters Score -1461164 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1461283.000000 Penalty: 4637.089844
	Iteration 14Q: 3 clusters Score -1461283 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1461387.500000 Penalty: 4637.089844
	Iteration 15Q: 3 clusters Score -1461388 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1461484.250000 Penalty: 4637.089844
	Iteration 16Q: 3 clusters Score -1461484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1461560.625000 Penalty: 4637.089844
	Iteration 17Q: 3 clusters Score -1461561 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1461641.875000 Penalty: 4637.089844
	Iteration 18Q: 3 clusters Score -1461642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1461708.125000 Penalty: 4637.089844
	Iteration 19Q: 3 clusters Score -1461708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1461756.250000 Penalty: 4637.089844
	Iteration 20F: 3 clusters Score -1461756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1461812.500000 Penalty: 4637.089844
	Iteration 21Q: 3 clusters Score -1461812 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1461870.125000 Penalty: 4637.089844
	Iteration 22Q: 3 clusters Score -1461870 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1461937.625000 Penalty: 4637.089844
	Iteration 23Q: 3 clusters Score -1461938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1462004.500000 Penalty: 4637.089844
	Iteration 24Q: 3 clusters Score -1462004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1462063.125000 Penalty: 4637.089844
	Iteration 25Q: 3 clusters Score -1462063 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1462133.250000 Penalty: 4637.089844
	Iteration 26Q: 3 clusters Score -1462133 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1462197.000000 Penalty: 4637.089844
	Iteration 27Q: 3 clusters Score -1462197 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1462275.875000 Penalty: 4637.089844
	Iteration 28Q: 3 clusters Score -1462276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1462351.250000 Penalty: 4637.089844
	Iteration 29Q: 3 clusters Score -1462351 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1462424.750000 Penalty: 4637.089844
	Iteration 30Q: 3 clusters Score -1462425 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1462501.375000 Penalty: 4637.089844
	Iteration 31Q: 3 clusters Score -1462501 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1462582.250000 Penalty: 4637.089844
	Iteration 32Q: 3 clusters Score -1462582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1462672.750000 Penalty: 4637.089844
	Iteration 33Q: 3 clusters Score -1462673 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1462734.750000 Penalty: 4637.089844
	Iteration 34Q: 3 clusters Score -1462735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1462801.875000 Penalty: 4637.089844
	Iteration 35Q: 3 clusters Score -1462802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1462851.250000 Penalty: 4637.089844
	Iteration 36Q: 3 clusters Score -1462851 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1462897.000000 Penalty: 4637.089844
	Iteration 37Q: 3 clusters Score -1462897 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1462942.750000 Penalty: 4637.089844
	Iteration 38Q: 3 clusters Score -1462943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1463006.625000 Penalty: 4637.089844
	Iteration 39Q: 3 clusters Score -1463007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1463065.875000 Penalty: 4637.089844
	Iteration 40F: 3 clusters Score -1463066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1463148.500000 Penalty: 4637.089844
	Iteration 41Q: 3 clusters Score -1463148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1463183.000000 Penalty: 4637.089844
	Iteration 42Q: 3 clusters Score -1463183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1463202.625000 Penalty: 4637.089844
	Iteration 43Q: 3 clusters Score -1463203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1463213.750000 Penalty: 4637.089844
	Iteration 44Q: 3 clusters Score -1463214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1463220.750000 Penalty: 4637.089844
	Iteration 45Q: 3 clusters Score -1463221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1463216.250000 Penalty: 4637.089844
	Iteration 46Q: 3 clusters Score -1463216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1463218.750000 Penalty: 4637.089844
	Iteration 47Q: 3 clusters Score -1463219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1463220.250000 Penalty: 4637.089844
	Iteration 48Q: 3 clusters Score -1463220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1463223.625000 Penalty: 4637.089844
	Iteration 49Q: 3 clusters Score -1463224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1463222.625000 Penalty: 4637.089844
	Iteration 50Q: 3 clusters Score -1463223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1463222.250000 Penalty: 4637.089844
	Iteration 51Q: 3 clusters Score -1463222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1463221.000000 Penalty: 4637.089844
	Iteration 52Q: 3 clusters Score -1463221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1463221.125000 Penalty: 4637.089844
	Iteration 53Q: 3 clusters Score -1463221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1463222.375000 Penalty: 4637.089844
	Iteration 54Q: 3 clusters Score -1463222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1463222.375000 Penalty: 4637.089844
	Iteration 55F: 3 clusters Score -1463222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -315690.031250 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -315690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -312593.750000 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -312593.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313233.718750 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -313233.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313402.625000 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -313402.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -313503.156250 Penalty: 3921.281982
	Iteration 3Q: 3 clusters Score -313503.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -313580.218750 Penalty: 3921.281982
	Iteration 4Q: 3 clusters Score -313580.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313641.031250 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -313641 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313708.468750 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -313708.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313796.031250 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -313796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -313883.375000 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -313883.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314014.281250 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -314014.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314153.062500 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -314153.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314281.000000 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -314281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -314399.625000 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -314399.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -314503.843750 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -314503.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -314609.968750 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -314610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -314721.375000 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -314721.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314792.375000 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -314792.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -314833.406250 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -314833.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -314868.781250 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -314868.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -314888.343750 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -314888.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314911.531250 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -314911.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314936.406250 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -314936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314948.125000 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -314948.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314959.406250 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -314959.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314968.937500 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -314968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -314973.218750 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -314973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -314974.093750 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -314974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -314978.187500 Penalty: 3921.281982
	Iteration 27Q: 3 clusters Score -314978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -314980.593750 Penalty: 3921.281982
	Iteration 28Q: 3 clusters Score -314980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -314982.125000 Penalty: 3921.281982
	Iteration 29Q: 3 clusters Score -314982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314983.718750 Penalty: 3921.281982
	Iteration 30Q: 3 clusters Score -314983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -314984.500000 Penalty: 3921.281982
	Iteration 31Q: 3 clusters Score -314984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314984.218750 Penalty: 3921.281982
	Iteration 32Q: 3 clusters Score -314984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314984.218750 Penalty: 3921.281982
	Iteration 33F: 3 clusters Score -314984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Entering Unmasked Estep 
Score: -4521318.000000 Penalty: 2615.831299
	Iteration 0F: 2 clusters Score -4521318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4495557.500000 Penalty: 5231.662598
	Iteration 0F: 3 clusters Score -4495558 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4505220.500000 Penalty: 5231.662598
	Iteration 1F: 3 clusters Score -4505220 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4505832.500000 Penalty: 5231.662598
	Iteration 2Q: 3 clusters Score -4505832 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4506446.000000 Penalty: 5231.662598
	Iteration 3Q: 3 clusters Score -4506446 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4507042.500000 Penalty: 5231.662598
	Iteration 4Q: 3 clusters Score -4507042 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4507701.000000 Penalty: 5231.662598
	Iteration 5Q: 3 clusters Score -4507701 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4508358.500000 Penalty: 5231.662598
	Iteration 6Q: 3 clusters Score -4508358 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4509056.000000 Penalty: 5231.662598
	Iteration 7Q: 3 clusters Score -4509056 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4509766.500000 Penalty: 5231.662598
	Iteration 8Q: 3 clusters Score -4509766 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4510586.000000 Penalty: 5231.662598
	Iteration 9Q: 3 clusters Score -4510586 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4511508.000000 Penalty: 5231.662598
	Iteration 10Q: 3 clusters Score -4511508 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4512534.000000 Penalty: 5231.662598
	Iteration 11Q: 3 clusters Score -4512534 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4513460.500000 Penalty: 5231.662598
	Iteration 12Q: 3 clusters Score -4513460 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4514244.000000 Penalty: 5231.662598
	Iteration 13Q: 3 clusters Score -4514244 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4514874.000000 Penalty: 5231.662598
	Iteration 14Q: 3 clusters Score -4514874 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4515414.500000 Penalty: 5231.662598
	Iteration 15Q: 3 clusters Score -4515414 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4515905.500000 Penalty: 5231.662598
	Iteration 16Q: 3 clusters Score -4515906 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4516377.000000 Penalty: 5231.662598
	Iteration 17Q: 3 clusters Score -4516377 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4516825.500000 Penalty: 5231.662598
	Iteration 18Q: 3 clusters Score -4516826 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -4517223.500000 Penalty: 5231.662598
	Iteration 19Q: 3 clusters Score -4517224 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4517636.500000 Penalty: 5231.662598
	Iteration 20F: 3 clusters Score -4517636 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4517973.000000 Penalty: 5231.662598
	Iteration 21Q: 3 clusters Score -4517973 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4518235.500000 Penalty: 5231.662598
	Iteration 22Q: 3 clusters Score -4518236 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4518402.000000 Penalty: 5231.662598
	Iteration 23Q: 3 clusters Score -4518402 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4518561.500000 Penalty: 5231.662598
	Iteration 24Q: 3 clusters Score -4518562 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4518708.500000 Penalty: 5231.662598
	Iteration 25Q: 3 clusters Score -4518708 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4518847.000000 Penalty: 5231.662598
	Iteration 26Q: 3 clusters Score -4518847 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4518934.000000 Penalty: 5231.662598
	Iteration 27Q: 3 clusters Score -4518934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4518973.500000 Penalty: 5231.662598
	Iteration 28Q: 3 clusters Score -4518974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4519035.500000 Penalty: 5231.662598
	Iteration 29Q: 3 clusters Score -4519036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4519114.000000 Penalty: 5231.662598
	Iteration 30Q: 3 clusters Score -4519114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4519186.000000 Penalty: 5231.662598
	Iteration 31Q: 3 clusters Score -4519186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4519267.500000 Penalty: 5231.662598
	Iteration 32Q: 3 clusters Score -4519268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4519344.000000 Penalty: 5231.662598
	Iteration 33Q: 3 clusters Score -4519344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4519411.500000 Penalty: 5231.662598
	Iteration 34Q: 3 clusters Score -4519412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4519476.500000 Penalty: 5231.662598
	Iteration 35Q: 3 clusters Score -4519476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4519495.500000 Penalty: 5231.662598
	Iteration 36Q: 3 clusters Score -4519496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4519517.500000 Penalty: 5231.662598
	Iteration 37Q: 3 clusters Score -4519518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4519536.000000 Penalty: 5231.662598
	Iteration 38Q: 3 clusters Score -4519536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4519543.500000 Penalty: 5231.662598
	Iteration 39Q: 3 clusters Score -4519544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4519565.500000 Penalty: 5231.662598
	Iteration 40F: 3 clusters Score -4519566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4519555.000000 Penalty: 5231.662598
	Iteration 41Q: 3 clusters Score -4519555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4519558.500000 Penalty: 5231.662598
	Iteration 42Q: 3 clusters Score -4519558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4519567.000000 Penalty: 5231.662598
	Iteration 43Q: 3 clusters Score -4519567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4519563.000000 Penalty: 5231.662598
	Iteration 44Q: 3 clusters Score -4519563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4519564.000000 Penalty: 5231.662598
	Iteration 45Q: 3 clusters Score -4519564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4519564.000000 Penalty: 5231.662598
	Iteration 46Q: 3 clusters Score -4519564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4519565.500000 Penalty: 5231.662598
	Iteration 47Q: 3 clusters Score -4519566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4519565.500000 Penalty: 5231.662598
	Iteration 48F: 3 clusters Score -4519566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Entering Unmasked Estep 
Score: -6309118.500000 Penalty: 2673.382568
	Iteration 0F: 2 clusters Score -6309118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6276443.500000 Penalty: 5346.765137
	Iteration 0F: 3 clusters Score -6276444 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6288976.500000 Penalty: 5346.765137
	Iteration 1F: 3 clusters Score -6288976 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -6289475.500000 Penalty: 5346.765137
	Iteration 2Q: 3 clusters Score -6289476 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6289965.500000 Penalty: 5346.765137
	Iteration 3Q: 3 clusters Score -6289966 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6290530.500000 Penalty: 5346.765137
	Iteration 4Q: 3 clusters Score -6290530 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6291168.000000 Penalty: 5346.765137
	Iteration 5Q: 3 clusters Score -6291168 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6292114.000000 Penalty: 5346.765137
	Iteration 6Q: 3 clusters Score -6292114 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -6293343.500000 Penalty: 5346.765137
	Iteration 7F: 3 clusters Score -6293344 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6295185.000000 Penalty: 5346.765137
	Iteration 8F: 3 clusters Score -6295185 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -6297786.000000 Penalty: 5346.765137
	Iteration 9F: 3 clusters Score -6297786 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -6300679.000000 Penalty: 5346.765137
	Iteration 10F: 3 clusters Score -6300679 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6303296.000000 Penalty: 5346.765137
	Iteration 11F: 3 clusters Score -6303296 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -6304953.500000 Penalty: 5346.765137
	Iteration 12Q: 3 clusters Score -6304954 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -6305909.500000 Penalty: 5346.765137
	Iteration 13Q: 3 clusters Score -6305910 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6306358.000000 Penalty: 5346.765137
	Iteration 14Q: 3 clusters Score -6306358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -6306577.500000 Penalty: 5346.765137
	Iteration 15Q: 3 clusters Score -6306578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6306718.500000 Penalty: 5346.765137
	Iteration 16Q: 3 clusters Score -6306718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6306783.000000 Penalty: 5346.765137
	Iteration 17Q: 3 clusters Score -6306783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6306841.000000 Penalty: 5346.765137
	Iteration 18Q: 3 clusters Score -6306841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6306903.500000 Penalty: 5346.765137
	Iteration 19Q: 3 clusters Score -6306904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6306923.500000 Penalty: 5346.765137
	Iteration 20F: 3 clusters Score -6306924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6306947.500000 Penalty: 5346.765137
	Iteration 21Q: 3 clusters Score -6306948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6306974.000000 Penalty: 5346.765137
	Iteration 22Q: 3 clusters Score -6306974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -6306988.000000 Penalty: 5346.765137
	Iteration 23Q: 3 clusters Score -6306988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6306989.500000 Penalty: 5346.765137
	Iteration 24Q: 3 clusters Score -6306990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6306994.500000 Penalty: 5346.765137
	Iteration 25Q: 3 clusters Score -6306994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6306995.000000 Penalty: 5346.765137
	Iteration 26Q: 3 clusters Score -6306995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6307000.500000 Penalty: 5346.765137
	Iteration 27Q: 3 clusters Score -6307000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6306999.500000 Penalty: 5346.765137
	Iteration 28Q: 3 clusters Score -6307000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6307005.000000 Penalty: 5346.765137
	Iteration 29Q: 3 clusters Score -6307005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6307004.000000 Penalty: 5346.765137
	Iteration 30Q: 3 clusters Score -6307004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -6307007.000000 Penalty: 5346.765137
	Iteration 31Q: 3 clusters Score -6307007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -6307013.000000 Penalty: 5346.765137
	Iteration 32Q: 3 clusters Score -6307013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6307025.500000 Penalty: 5346.765137
	Iteration 33Q: 3 clusters Score -6307026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6307035.500000 Penalty: 5346.765137
	Iteration 34Q: 3 clusters Score -6307036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -6307036.000000 Penalty: 5346.765137
	Iteration 35Q: 3 clusters Score -6307036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6307045.000000 Penalty: 5346.765137
	Iteration 36Q: 3 clusters Score -6307045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6307046.000000 Penalty: 5346.765137
	Iteration 37Q: 3 clusters Score -6307046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6307054.500000 Penalty: 5346.765137
	Iteration 38Q: 3 clusters Score -6307054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -6307054.000000 Penalty: 5346.765137
	Iteration 39Q: 3 clusters Score -6307054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -6307056.500000 Penalty: 5346.765137
	Iteration 40F: 3 clusters Score -6307056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -89496.81 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 434 members 
Entering Unmasked Estep 
Score: -87727.117188 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -87727.12 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88043.859375 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -88043.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88232.109375 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -88232.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88424.070312 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -88424.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88670.906250 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -88670.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88791.515625 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -88791.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88916.023438 Penalty: 3335.616699
	Iteration 6F: 3 clusters Score -88916.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89033.171875 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -89033.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89160.695312 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -89160.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89299.273438 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -89299.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89493.851562 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -89493.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89638.687500 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -89638.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89734.984375 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -89734.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89780.140625 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -89780.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89785.578125 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -89785.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89790.007812 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -89790.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89790.007812 Penalty: 3335.616699
	Iteration 16F: 3 clusters Score -89790.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 323 members 
Entering Unmasked Estep 
Score: -104963096.000000 Penalty: 118401.421875
Splitting cluster 18 changes total score from -104964584.000000 to -104963096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Entering Unmasked Estep 
Score: -2783554.750000 Penalty: 2472.310547
	Iteration 0F: 2 clusters Score -2783555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2768638.750000 Penalty: 4944.621094
	Iteration 0F: 3 clusters Score -2768639 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2773725.500000 Penalty: 4944.621094
	Iteration 1F: 3 clusters Score -2773726 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2774285.500000 Penalty: 4944.621094
	Iteration 2F: 3 clusters Score -2774286 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2774971.000000 Penalty: 4944.621094
	Iteration 3F: 3 clusters Score -2774971 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2775816.250000 Penalty: 4944.621094
	Iteration 4F: 3 clusters Score -2775816 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2776737.500000 Penalty: 4944.621094
	Iteration 5F: 3 clusters Score -2776738 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2777610.250000 Penalty: 4944.621094
	Iteration 6F: 3 clusters Score -2777610 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2778296.750000 Penalty: 4944.621094
	Iteration 7F: 3 clusters Score -2778297 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2778805.500000 Penalty: 4944.621094
	Iteration 8Q: 3 clusters Score -2778806 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2779166.250000 Penalty: 4944.621094
	Iteration 9Q: 3 clusters Score -2779166 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2779456.500000 Penalty: 4944.621094
	Iteration 10Q: 3 clusters Score -2779456 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2779776.250000 Penalty: 4944.621094
	Iteration 11Q: 3 clusters Score -2779776 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2780111.250000 Penalty: 4944.621094
	Iteration 12Q: 3 clusters Score -2780111 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2780437.750000 Penalty: 4944.621094
	Iteration 13Q: 3 clusters Score -2780438 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2780713.500000 Penalty: 4944.621094
	Iteration 14Q: 3 clusters Score -2780714 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2780880.000000 Penalty: 4944.621094
	Iteration 15Q: 3 clusters Score -2780880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2780977.750000 Penalty: 4944.621094
	Iteration 16Q: 3 clusters Score -2780978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2781063.250000 Penalty: 4944.621094
	Iteration 17Q: 3 clusters Score -2781063 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2781150.500000 Penalty: 4944.621094
	Iteration 18Q: 3 clusters Score -2781150 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2781213.750000 Penalty: 4944.621094
	Iteration 19Q: 3 clusters Score -2781214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2781274.500000 Penalty: 4944.621094
	Iteration 20F: 3 clusters Score -2781274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2781307.000000 Penalty: 4944.621094
	Iteration 21Q: 3 clusters Score -2781307 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2781338.750000 Penalty: 4944.621094
	Iteration 22Q: 3 clusters Score -2781339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2781373.500000 Penalty: 4944.621094
	Iteration 23Q: 3 clusters Score -2781374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2781393.750000 Penalty: 4944.621094
	Iteration 24Q: 3 clusters Score -2781394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2781399.250000 Penalty: 4944.621094
	Iteration 25Q: 3 clusters Score -2781399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2781414.250000 Penalty: 4944.621094
	Iteration 26Q: 3 clusters Score -2781414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2781420.250000 Penalty: 4944.621094
	Iteration 27Q: 3 clusters Score -2781420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2781435.000000 Penalty: 4944.621094
	Iteration 28Q: 3 clusters Score -2781435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2781443.500000 Penalty: 4944.621094
	Iteration 29Q: 3 clusters Score -2781444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2781464.250000 Penalty: 4944.621094
	Iteration 30Q: 3 clusters Score -2781464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2781472.250000 Penalty: 4944.621094
	Iteration 31Q: 3 clusters Score -2781472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2781493.000000 Penalty: 4944.621094
	Iteration 32Q: 3 clusters Score -2781493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2781509.250000 Penalty: 4944.621094
	Iteration 33Q: 3 clusters Score -2781509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2781517.750000 Penalty: 4944.621094
	Iteration 34Q: 3 clusters Score -2781518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2781521.750000 Penalty: 4944.621094
	Iteration 35Q: 3 clusters Score -2781522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2781526.500000 Penalty: 4944.621094
	Iteration 36Q: 3 clusters Score -2781526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2781529.000000 Penalty: 4944.621094
	Iteration 37Q: 3 clusters Score -2781529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2781539.250000 Penalty: 4944.621094
	Iteration 38Q: 3 clusters Score -2781539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2781556.000000 Penalty: 4944.621094
	Iteration 39Q: 3 clusters Score -2781556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2781559.750000 Penalty: 4944.621094
	Iteration 40F: 3 clusters Score -2781560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2781573.750000 Penalty: 4944.621094
	Iteration 41Q: 3 clusters Score -2781574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2781580.250000 Penalty: 4944.621094
	Iteration 42Q: 3 clusters Score -2781580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2781587.250000 Penalty: 4944.621094
	Iteration 43Q: 3 clusters Score -2781587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2781587.250000 Penalty: 4944.621094
	Iteration 44Q: 3 clusters Score -2781587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2781589.000000 Penalty: 4944.621094
	Iteration 45Q: 3 clusters Score -2781589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2781582.000000 Penalty: 4944.621094
	Iteration 46Q: 3 clusters Score -2781582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2781586.750000 Penalty: 4944.621094
	Iteration 47Q: 3 clusters Score -2781587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2781591.750000 Penalty: 4944.621094
	Iteration 48Q: 3 clusters Score -2781592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2781589.000000 Penalty: 4944.621094
	Iteration 49Q: 3 clusters Score -2781589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2781589.500000 Penalty: 4944.621094
	Iteration 50Q: 3 clusters Score -2781590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2781591.000000 Penalty: 4944.621094
	Iteration 51Q: 3 clusters Score -2781591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2781591.000000 Penalty: 4944.621094
	Iteration 52F: 3 clusters Score -2781591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1006636.812500 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1006637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -999835.687500 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -999835.7 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1001927.125000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1001927 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1002480.562500 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1002481 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1002917.875000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1002918 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1003294.937500 Penalty: 4492.539551
	Iteration 4F: 3 clusters Score -1003295 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1003558.125000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1003558 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1003785.750000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1003786 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1003949.500000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1003950 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1004049.625000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1004050 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1004116.062500 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1004116 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1004167.125000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1004167 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1004205.562500 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1004206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1004236.625000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1004237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1004263.250000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1004263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1004291.875000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1004292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1004321.250000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1004321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1004348.500000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1004348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1004373.437500 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1004373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004395.750000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1004396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1004413.125000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1004413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1004431.000000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1004431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1004448.875000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1004449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1004458.312500 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1004458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1004467.625000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1004468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1004476.687500 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1004477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1004485.562500 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1004486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1004494.812500 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1004495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1004506.437500 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1004506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1004518.312500 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1004518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1004531.625000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1004532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1004543.312500 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1004543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1004557.625000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1004558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1004567.500000 Penalty: 4492.539551
	Iteration 32Q: 3 clusters Score -1004568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1004580.812500 Penalty: 4492.539551
	Iteration 33Q: 3 clusters Score -1004581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1004596.875000 Penalty: 4492.539551
	Iteration 34Q: 3 clusters Score -1004597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1004606.500000 Penalty: 4492.539551
	Iteration 35Q: 3 clusters Score -1004606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1004620.250000 Penalty: 4492.539551
	Iteration 36Q: 3 clusters Score -1004620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1004646.000000 Penalty: 4492.539551
	Iteration 37Q: 3 clusters Score -1004646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1004667.500000 Penalty: 4492.539551
	Iteration 38Q: 3 clusters Score -1004668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1004690.437500 Penalty: 4492.539551
	Iteration 39Q: 3 clusters Score -1004690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1004720.812500 Penalty: 4492.539551
	Iteration 40F: 3 clusters Score -1004721 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1004749.937500 Penalty: 4492.539551
	Iteration 41Q: 3 clusters Score -1004750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1004789.437500 Penalty: 4492.539551
	Iteration 42Q: 3 clusters Score -1004789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1004833.750000 Penalty: 4492.539551
	Iteration 43Q: 3 clusters Score -1004834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1004884.687500 Penalty: 4492.539551
	Iteration 44Q: 3 clusters Score -1004885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1004928.625000 Penalty: 4492.539551
	Iteration 45Q: 3 clusters Score -1004929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1004965.562500 Penalty: 4492.539551
	Iteration 46Q: 3 clusters Score -1004966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1004997.437500 Penalty: 4492.539551
	Iteration 47Q: 3 clusters Score -1004997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1005029.500000 Penalty: 4492.539551
	Iteration 48Q: 3 clusters Score -1005030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1005059.625000 Penalty: 4492.539551
	Iteration 49Q: 3 clusters Score -1005060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1005097.312500 Penalty: 4492.539551
	Iteration 50Q: 3 clusters Score -1005097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1005126.687500 Penalty: 4492.539551
	Iteration 51Q: 3 clusters Score -1005127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1005156.375000 Penalty: 4492.539551
	Iteration 52Q: 3 clusters Score -1005156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1005182.687500 Penalty: 4492.539551
	Iteration 53Q: 3 clusters Score -1005183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1005213.125000 Penalty: 4492.539551
	Iteration 54Q: 3 clusters Score -1005213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1005245.812500 Penalty: 4492.539551
	Iteration 55Q: 3 clusters Score -1005246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1005279.687500 Penalty: 4492.539551
	Iteration 56Q: 3 clusters Score -1005280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1005314.875000 Penalty: 4492.539551
	Iteration 57Q: 3 clusters Score -1005315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1005358.375000 Penalty: 4492.539551
	Iteration 58Q: 3 clusters Score -1005358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1005392.937500 Penalty: 4492.539551
	Iteration 59Q: 3 clusters Score -1005393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1005428.250000 Penalty: 4492.539551
	Iteration 60F: 3 clusters Score -1005428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1005467.000000 Penalty: 4492.539551
	Iteration 61Q: 3 clusters Score -1005467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1005498.625000 Penalty: 4492.539551
	Iteration 62Q: 3 clusters Score -1005499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1005525.750000 Penalty: 4492.539551
	Iteration 63Q: 3 clusters Score -1005526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1005548.812500 Penalty: 4492.539551
	Iteration 64Q: 3 clusters Score -1005549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1005570.625000 Penalty: 4492.539551
	Iteration 65Q: 3 clusters Score -1005571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1005587.250000 Penalty: 4492.539551
	Iteration 66Q: 3 clusters Score -1005587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1005603.625000 Penalty: 4492.539551
	Iteration 67Q: 3 clusters Score -1005604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1005628.187500 Penalty: 4492.539551
	Iteration 68Q: 3 clusters Score -1005628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1005655.375000 Penalty: 4492.539551
	Iteration 69Q: 3 clusters Score -1005655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1005688.187500 Penalty: 4492.539551
	Iteration 70Q: 3 clusters Score -1005688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1005711.125000 Penalty: 4492.539551
	Iteration 71Q: 3 clusters Score -1005711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1005728.750000 Penalty: 4492.539551
	Iteration 72Q: 3 clusters Score -1005729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1005743.875000 Penalty: 4492.539551
	Iteration 73Q: 3 clusters Score -1005744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1005772.625000 Penalty: 4492.539551
	Iteration 74Q: 3 clusters Score -1005773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1005791.937500 Penalty: 4492.539551
	Iteration 75Q: 3 clusters Score -1005792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1005817.500000 Penalty: 4492.539551
	Iteration 76Q: 3 clusters Score -1005818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1005831.937500 Penalty: 4492.539551
	Iteration 77Q: 3 clusters Score -1005832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1005846.312500 Penalty: 4492.539551
	Iteration 78Q: 3 clusters Score -1005846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1005852.250000 Penalty: 4492.539551
	Iteration 79Q: 3 clusters Score -1005852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1005862.812500 Penalty: 4492.539551
	Iteration 80F: 3 clusters Score -1005863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1005872.875000 Penalty: 4492.539551
	Iteration 81Q: 3 clusters Score -1005873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1005885.375000 Penalty: 4492.539551
	Iteration 82Q: 3 clusters Score -1005885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1005895.125000 Penalty: 4492.539551
	Iteration 83Q: 3 clusters Score -1005895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1005908.062500 Penalty: 4492.539551
	Iteration 84Q: 3 clusters Score -1005908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1005918.562500 Penalty: 4492.539551
	Iteration 85Q: 3 clusters Score -1005919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1005929.187500 Penalty: 4492.539551
	Iteration 86Q: 3 clusters Score -1005929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1005937.250000 Penalty: 4492.539551
	Iteration 87Q: 3 clusters Score -1005937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1005942.812500 Penalty: 4492.539551
	Iteration 88Q: 3 clusters Score -1005943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1005948.125000 Penalty: 4492.539551
	Iteration 89Q: 3 clusters Score -1005948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1005953.500000 Penalty: 4492.539551
	Iteration 90Q: 3 clusters Score -1005954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1005961.062500 Penalty: 4492.539551
	Iteration 91Q: 3 clusters Score -1005961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1005967.625000 Penalty: 4492.539551
	Iteration 92Q: 3 clusters Score -1005968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1005971.750000 Penalty: 4492.539551
	Iteration 93Q: 3 clusters Score -1005972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1005973.625000 Penalty: 4492.539551
	Iteration 94Q: 3 clusters Score -1005974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1005973.812500 Penalty: 4492.539551
	Iteration 95Q: 3 clusters Score -1005974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1005974.500000 Penalty: 4492.539551
	Iteration 96Q: 3 clusters Score -1005974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1005975.125000 Penalty: 4492.539551
	Iteration 97Q: 3 clusters Score -1005975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1005975.000000 Penalty: 4492.539551
	Iteration 98Q: 3 clusters Score -1005975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1005974.750000 Penalty: 4492.539551
	Iteration 99Q: 3 clusters Score -1005975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1005974.750000 Penalty: 4492.539551
	Iteration 100F: 3 clusters Score -1005975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -523650.156250 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -523650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -519277.125000 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -519277.1 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -520575.125000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -520575.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -521022.718750 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -521022.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -521393.312500 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -521393.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -521664.750000 Penalty: 4208.601562
	Iteration 4F: 3 clusters Score -521664.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -521858.031250 Penalty: 4208.601562
	Iteration 5Q: 3 clusters Score -521858 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -522006.750000 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -522006.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -522132.187500 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -522132.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -522289.437500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -522289.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -522454.531250 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -522454.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -522635.562500 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -522635.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -522762.312500 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -522762.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -522839.312500 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -522839.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -522888.687500 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -522888.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -522925.531250 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -522925.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -522948.500000 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -522948.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -522968.281250 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -522968.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -522984.250000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -522984.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522994.843750 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -522994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -522998.125000 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -522998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -523001.125000 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -523001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -523006.906250 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -523006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -523011.656250 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -523011.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -523017.281250 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -523017.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -523023.750000 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -523023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -523029.656250 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -523029.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -523034.875000 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -523034.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -523041.625000 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -523041.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -523045.156250 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -523045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -523049.781250 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -523049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -523049.000000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -523049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -523050.187500 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -523050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -523051.718750 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -523051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -523052.156250 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -523052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -523053.312500 Penalty: 4208.601562
	Iteration 34Q: 3 clusters Score -523053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -523053.687500 Penalty: 4208.601562
	Iteration 35Q: 3 clusters Score -523053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -523054.437500 Penalty: 4208.601562
	Iteration 36Q: 3 clusters Score -523054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -523054.593750 Penalty: 4208.601562
	Iteration 37Q: 3 clusters Score -523054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -523055.031250 Penalty: 4208.601562
	Iteration 38Q: 3 clusters Score -523055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -523055.406250 Penalty: 4208.601562
	Iteration 39Q: 3 clusters Score -523055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -523055.406250 Penalty: 4208.601562
	Iteration 40F: 3 clusters Score -523055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Entering Unmasked Estep 
Score: -1275180.625000 Penalty: 2283.990723
	Iteration 0F: 2 clusters Score -1275181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1267517.250000 Penalty: 4567.981445
	Iteration 0F: 3 clusters Score -1267517 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1269783.250000 Penalty: 4567.981445
	Iteration 1F: 3 clusters Score -1269783 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1270090.250000 Penalty: 4567.981445
	Iteration 2F: 3 clusters Score -1270090 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1270334.500000 Penalty: 4567.981445
	Iteration 3Q: 3 clusters Score -1270334 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1270557.250000 Penalty: 4567.981445
	Iteration 4Q: 3 clusters Score -1270557 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1270798.875000 Penalty: 4567.981445
	Iteration 5Q: 3 clusters Score -1270799 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1271061.375000 Penalty: 4567.981445
	Iteration 6Q: 3 clusters Score -1271061 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1271316.375000 Penalty: 4567.981445
	Iteration 7Q: 3 clusters Score -1271316 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1271572.250000 Penalty: 4567.981445
	Iteration 8Q: 3 clusters Score -1271572 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1271830.250000 Penalty: 4567.981445
	Iteration 9Q: 3 clusters Score -1271830 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1272097.750000 Penalty: 4567.981445
	Iteration 10Q: 3 clusters Score -1272098 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1272332.125000 Penalty: 4567.981445
	Iteration 11Q: 3 clusters Score -1272332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1272537.750000 Penalty: 4567.981445
	Iteration 12Q: 3 clusters Score -1272538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1272708.250000 Penalty: 4567.981445
	Iteration 13Q: 3 clusters Score -1272708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1272864.875000 Penalty: 4567.981445
	Iteration 14Q: 3 clusters Score -1272865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1272974.000000 Penalty: 4567.981445
	Iteration 15Q: 3 clusters Score -1272974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1273052.500000 Penalty: 4567.981445
	Iteration 16Q: 3 clusters Score -1273052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1273112.625000 Penalty: 4567.981445
	Iteration 17Q: 3 clusters Score -1273113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1273154.000000 Penalty: 4567.981445
	Iteration 18Q: 3 clusters Score -1273154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1273202.625000 Penalty: 4567.981445
	Iteration 19Q: 3 clusters Score -1273203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1273260.375000 Penalty: 4567.981445
	Iteration 20F: 3 clusters Score -1273260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1273327.625000 Penalty: 4567.981445
	Iteration 21Q: 3 clusters Score -1273328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1273444.875000 Penalty: 4567.981445
	Iteration 22Q: 3 clusters Score -1273445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1273583.625000 Penalty: 4567.981445
	Iteration 23Q: 3 clusters Score -1273584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1273669.125000 Penalty: 4567.981445
	Iteration 24Q: 3 clusters Score -1273669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1273721.875000 Penalty: 4567.981445
	Iteration 25Q: 3 clusters Score -1273722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1273751.875000 Penalty: 4567.981445
	Iteration 26Q: 3 clusters Score -1273752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1273767.125000 Penalty: 4567.981445
	Iteration 27Q: 3 clusters Score -1273767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1273777.875000 Penalty: 4567.981445
	Iteration 28Q: 3 clusters Score -1273778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1273777.625000 Penalty: 4567.981445
	Iteration 29Q: 3 clusters Score -1273778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1273783.750000 Penalty: 4567.981445
	Iteration 30Q: 3 clusters Score -1273784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1273783.500000 Penalty: 4567.981445
	Iteration 31Q: 3 clusters Score -1273784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1273786.375000 Penalty: 4567.981445
	Iteration 32Q: 3 clusters Score -1273786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1273784.250000 Penalty: 4567.981445
	Iteration 33Q: 3 clusters Score -1273784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1273784.250000 Penalty: 4567.981445
	Iteration 34F: 3 clusters Score -1273784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -508492.531250 Penalty: 2066.412598
	Iteration 0F: 2 clusters Score -508492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -504468.406250 Penalty: 4132.825195
	Iteration 0F: 3 clusters Score -504468.4 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -505450.562500 Penalty: 4132.825195
	Iteration 1F: 3 clusters Score -505450.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -505699.125000 Penalty: 4132.825195
	Iteration 2F: 3 clusters Score -505699.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -505915.843750 Penalty: 4132.825195
	Iteration 3F: 3 clusters Score -505915.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -506096.750000 Penalty: 4132.825195
	Iteration 4F: 3 clusters Score -506096.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -506270.156250 Penalty: 4132.825195
	Iteration 5F: 3 clusters Score -506270.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -506414.968750 Penalty: 4132.825195
	Iteration 6Q: 3 clusters Score -506415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -506542.968750 Penalty: 4132.825195
	Iteration 7Q: 3 clusters Score -506543 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -506643.250000 Penalty: 4132.825195
	Iteration 8Q: 3 clusters Score -506643.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -506711.656250 Penalty: 4132.825195
	Iteration 9Q: 3 clusters Score -506711.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -506758.687500 Penalty: 4132.825195
	Iteration 10Q: 3 clusters Score -506758.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -506790.937500 Penalty: 4132.825195
	Iteration 11Q: 3 clusters Score -506790.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -506806.468750 Penalty: 4132.825195
	Iteration 12Q: 3 clusters Score -506806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -506823.406250 Penalty: 4132.825195
	Iteration 13Q: 3 clusters Score -506823.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -506836.062500 Penalty: 4132.825195
	Iteration 14Q: 3 clusters Score -506836.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -506845.187500 Penalty: 4132.825195
	Iteration 15Q: 3 clusters Score -506845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -506852.781250 Penalty: 4132.825195
	Iteration 16Q: 3 clusters Score -506852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -506858.781250 Penalty: 4132.825195
	Iteration 17Q: 3 clusters Score -506858.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -506864.781250 Penalty: 4132.825195
	Iteration 18Q: 3 clusters Score -506864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -506868.906250 Penalty: 4132.825195
	Iteration 19Q: 3 clusters Score -506868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -506871.875000 Penalty: 4132.825195
	Iteration 20F: 3 clusters Score -506871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -506873.343750 Penalty: 4132.825195
	Iteration 21Q: 3 clusters Score -506873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -506874.562500 Penalty: 4132.825195
	Iteration 22Q: 3 clusters Score -506874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -506875.937500 Penalty: 4132.825195
	Iteration 23Q: 3 clusters Score -506875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -506876.687500 Penalty: 4132.825195
	Iteration 24Q: 3 clusters Score -506876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -506877.093750 Penalty: 4132.825195
	Iteration 25Q: 3 clusters Score -506877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -506877.718750 Penalty: 4132.825195
	Iteration 26Q: 3 clusters Score -506877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -506877.718750 Penalty: 4132.825195
	Iteration 27F: 3 clusters Score -506877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Entering Unmasked Estep 
Score: -4664331.500000 Penalty: 2601.132324
	Iteration 0F: 2 clusters Score -4664332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4639944.000000 Penalty: 5202.264648
	Iteration 0F: 3 clusters Score -4639944 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4648705.500000 Penalty: 5202.264648
	Iteration 1F: 3 clusters Score -4648706 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4649135.500000 Penalty: 5202.264648
	Iteration 2Q: 3 clusters Score -4649136 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4649463.500000 Penalty: 5202.264648
	Iteration 3Q: 3 clusters Score -4649464 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4649758.500000 Penalty: 5202.264648
	Iteration 4Q: 3 clusters Score -4649758 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -4650032.000000 Penalty: 5202.264648
	Iteration 5Q: 3 clusters Score -4650032 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4650240.500000 Penalty: 5202.264648
	Iteration 6Q: 3 clusters Score -4650240 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4650530.500000 Penalty: 5202.264648
	Iteration 7Q: 3 clusters Score -4650530 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4650858.000000 Penalty: 5202.264648
	Iteration 8Q: 3 clusters Score -4650858 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4651239.500000 Penalty: 5202.264648
	Iteration 9Q: 3 clusters Score -4651240 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4651795.500000 Penalty: 5202.264648
	Iteration 10Q: 3 clusters Score -4651796 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4652592.000000 Penalty: 5202.264648
	Iteration 11Q: 3 clusters Score -4652592 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4653635.000000 Penalty: 5202.264648
	Iteration 12Q: 3 clusters Score -4653635 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4654890.000000 Penalty: 5202.264648
	Iteration 13F: 3 clusters Score -4654890 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4656283.500000 Penalty: 5202.264648
	Iteration 14F: 3 clusters Score -4656284 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4657450.000000 Penalty: 5202.264648
	Iteration 15Q: 3 clusters Score -4657450 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4658123.000000 Penalty: 5202.264648
	Iteration 16Q: 3 clusters Score -4658123 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4658563.500000 Penalty: 5202.264648
	Iteration 17Q: 3 clusters Score -4658564 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4658888.500000 Penalty: 5202.264648
	Iteration 18Q: 3 clusters Score -4658888 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4659167.000000 Penalty: 5202.264648
	Iteration 19Q: 3 clusters Score -4659167 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4659417.500000 Penalty: 5202.264648
	Iteration 20F: 3 clusters Score -4659418 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4659643.500000 Penalty: 5202.264648
	Iteration 21Q: 3 clusters Score -4659644 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4659834.500000 Penalty: 5202.264648
	Iteration 22Q: 3 clusters Score -4659834 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4659990.000000 Penalty: 5202.264648
	Iteration 23Q: 3 clusters Score -4659990 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4660118.000000 Penalty: 5202.264648
	Iteration 24Q: 3 clusters Score -4660118 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4660258.500000 Penalty: 5202.264648
	Iteration 25Q: 3 clusters Score -4660258 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4660353.000000 Penalty: 5202.264648
	Iteration 26Q: 3 clusters Score -4660353 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4660414.500000 Penalty: 5202.264648
	Iteration 27Q: 3 clusters Score -4660414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4660477.500000 Penalty: 5202.264648
	Iteration 28Q: 3 clusters Score -4660478 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4660522.500000 Penalty: 5202.264648
	Iteration 29Q: 3 clusters Score -4660522 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -4660561.500000 Penalty: 5202.264648
	Iteration 30Q: 3 clusters Score -4660562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4660570.000000 Penalty: 5202.264648
	Iteration 31Q: 3 clusters Score -4660570 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4660614.000000 Penalty: 5202.264648
	Iteration 32Q: 3 clusters Score -4660614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4660630.000000 Penalty: 5202.264648
	Iteration 33Q: 3 clusters Score -4660630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4660655.500000 Penalty: 5202.264648
	Iteration 34Q: 3 clusters Score -4660656 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4660673.000000 Penalty: 5202.264648
	Iteration 35Q: 3 clusters Score -4660673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4660690.000000 Penalty: 5202.264648
	Iteration 36Q: 3 clusters Score -4660690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4660714.000000 Penalty: 5202.264648
	Iteration 37Q: 3 clusters Score -4660714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4660752.500000 Penalty: 5202.264648
	Iteration 38Q: 3 clusters Score -4660752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4660769.000000 Penalty: 5202.264648
	Iteration 39Q: 3 clusters Score -4660769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4660798.500000 Penalty: 5202.264648
	Iteration 40F: 3 clusters Score -4660798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4660807.000000 Penalty: 5202.264648
	Iteration 41Q: 3 clusters Score -4660807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4660816.500000 Penalty: 5202.264648
	Iteration 42Q: 3 clusters Score -4660816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4660826.500000 Penalty: 5202.264648
	Iteration 43Q: 3 clusters Score -4660826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4660845.000000 Penalty: 5202.264648
	Iteration 44Q: 3 clusters Score -4660845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4660851.500000 Penalty: 5202.264648
	Iteration 45Q: 3 clusters Score -4660852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4660862.000000 Penalty: 5202.264648
	Iteration 46Q: 3 clusters Score -4660862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4660877.500000 Penalty: 5202.264648
	Iteration 47Q: 3 clusters Score -4660878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4660873.500000 Penalty: 5202.264648
	Iteration 48Q: 3 clusters Score -4660874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4660898.000000 Penalty: 5202.264648
	Iteration 49Q: 3 clusters Score -4660898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4660925.000000 Penalty: 5202.264648
	Iteration 50Q: 3 clusters Score -4660925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4660938.500000 Penalty: 5202.264648
	Iteration 51Q: 3 clusters Score -4660938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4660945.000000 Penalty: 5202.264648
	Iteration 52Q: 3 clusters Score -4660945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4660954.500000 Penalty: 5202.264648
	Iteration 53Q: 3 clusters Score -4660954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4660979.500000 Penalty: 5202.264648
	Iteration 54Q: 3 clusters Score -4660980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4660976.500000 Penalty: 5202.264648
	Iteration 55Q: 3 clusters Score -4660976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4660992.000000 Penalty: 5202.264648
	Iteration 56Q: 3 clusters Score -4660992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4661013.500000 Penalty: 5202.264648
	Iteration 57Q: 3 clusters Score -4661014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4661026.500000 Penalty: 5202.264648
	Iteration 58Q: 3 clusters Score -4661026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4661045.000000 Penalty: 5202.264648
	Iteration 59Q: 3 clusters Score -4661045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4661049.000000 Penalty: 5202.264648
	Iteration 60F: 3 clusters Score -4661049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4661064.500000 Penalty: 5202.264648
	Iteration 61Q: 3 clusters Score -4661064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4661057.500000 Penalty: 5202.264648
	Iteration 62Q: 3 clusters Score -4661058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4661064.500000 Penalty: 5202.264648
	Iteration 63Q: 3 clusters Score -4661064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4661086.000000 Penalty: 5202.264648
	Iteration 64Q: 3 clusters Score -4661086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4661101.000000 Penalty: 5202.264648
	Iteration 65Q: 3 clusters Score -4661101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4661119.500000 Penalty: 5202.264648
	Iteration 66Q: 3 clusters Score -4661120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4661132.000000 Penalty: 5202.264648
	Iteration 67Q: 3 clusters Score -4661132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4661131.500000 Penalty: 5202.264648
	Iteration 68Q: 3 clusters Score -4661132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4661142.500000 Penalty: 5202.264648
	Iteration 69Q: 3 clusters Score -4661142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4661146.000000 Penalty: 5202.264648
	Iteration 70Q: 3 clusters Score -4661146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4661151.000000 Penalty: 5202.264648
	Iteration 71Q: 3 clusters Score -4661151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4661177.500000 Penalty: 5202.264648
	Iteration 72Q: 3 clusters Score -4661178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4661184.000000 Penalty: 5202.264648
	Iteration 73Q: 3 clusters Score -4661184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4661198.000000 Penalty: 5202.264648
	Iteration 74Q: 3 clusters Score -4661198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4661206.500000 Penalty: 5202.264648
	Iteration 75Q: 3 clusters Score -4661206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4661232.000000 Penalty: 5202.264648
	Iteration 76Q: 3 clusters Score -4661232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4661263.500000 Penalty: 5202.264648
	Iteration 77Q: 3 clusters Score -4661264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4661289.000000 Penalty: 5202.264648
	Iteration 78Q: 3 clusters Score -4661289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4661314.500000 Penalty: 5202.264648
	Iteration 79Q: 3 clusters Score -4661314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4661356.500000 Penalty: 5202.264648
	Iteration 80F: 3 clusters Score -4661356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4661360.500000 Penalty: 5202.264648
	Iteration 81Q: 3 clusters Score -4661360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4661382.000000 Penalty: 5202.264648
	Iteration 82Q: 3 clusters Score -4661382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4661398.000000 Penalty: 5202.264648
	Iteration 83Q: 3 clusters Score -4661398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4661400.500000 Penalty: 5202.264648
	Iteration 84Q: 3 clusters Score -4661400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4661430.000000 Penalty: 5202.264648
	Iteration 85Q: 3 clusters Score -4661430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4661455.500000 Penalty: 5202.264648
	Iteration 86Q: 3 clusters Score -4661456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4661485.500000 Penalty: 5202.264648
	Iteration 87Q: 3 clusters Score -4661486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4661509.500000 Penalty: 5202.264648
	Iteration 88Q: 3 clusters Score -4661510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4661512.500000 Penalty: 5202.264648
	Iteration 89Q: 3 clusters Score -4661512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4661520.000000 Penalty: 5202.264648
	Iteration 90Q: 3 clusters Score -4661520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4661522.500000 Penalty: 5202.264648
	Iteration 91Q: 3 clusters Score -4661522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4661537.500000 Penalty: 5202.264648
	Iteration 92Q: 3 clusters Score -4661538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4661547.500000 Penalty: 5202.264648
	Iteration 93Q: 3 clusters Score -4661548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4661554.500000 Penalty: 5202.264648
	Iteration 94Q: 3 clusters Score -4661554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4661559.000000 Penalty: 5202.264648
	Iteration 95Q: 3 clusters Score -4661559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4661572.500000 Penalty: 5202.264648
	Iteration 96Q: 3 clusters Score -4661572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4661577.000000 Penalty: 5202.264648
	Iteration 97Q: 3 clusters Score -4661577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4661577.000000 Penalty: 5202.264648
	Iteration 98Q: 3 clusters Score -4661577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4661579.500000 Penalty: 5202.264648
	Iteration 99Q: 3 clusters Score -4661580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4661578.000000 Penalty: 5202.264648
	Iteration 100F: 3 clusters Score -4661578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4661584.500000 Penalty: 5202.264648
	Iteration 101Q: 3 clusters Score -4661584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4661595.500000 Penalty: 5202.264648
	Iteration 102Q: 3 clusters Score -4661596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4661598.000000 Penalty: 5202.264648
	Iteration 103Q: 3 clusters Score -4661598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4661595.500000 Penalty: 5202.264648
	Iteration 104Q: 3 clusters Score -4661596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4661606.500000 Penalty: 5202.264648
	Iteration 105Q: 3 clusters Score -4661606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4661623.000000 Penalty: 5202.264648
	Iteration 106Q: 3 clusters Score -4661623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4661630.500000 Penalty: 5202.264648
	Iteration 107Q: 3 clusters Score -4661630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4661633.000000 Penalty: 5202.264648
	Iteration 108Q: 3 clusters Score -4661633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4661632.500000 Penalty: 5202.264648
	Iteration 109Q: 3 clusters Score -4661632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4661637.500000 Penalty: 5202.264648
	Iteration 110Q: 3 clusters Score -4661638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4661640.000000 Penalty: 5202.264648
	Iteration 111Q: 3 clusters Score -4661640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4661647.000000 Penalty: 5202.264648
	Iteration 112Q: 3 clusters Score -4661647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4661652.500000 Penalty: 5202.264648
	Iteration 113Q: 3 clusters Score -4661652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4661649.000000 Penalty: 5202.264648
	Iteration 114Q: 3 clusters Score -4661649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4661651.000000 Penalty: 5202.264648
	Iteration 115Q: 3 clusters Score -4661651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4661660.000000 Penalty: 5202.264648
	Iteration 116Q: 3 clusters Score -4661660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4661660.000000 Penalty: 5202.264648
	Iteration 117Q: 3 clusters Score -4661660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4661661.500000 Penalty: 5202.264648
	Iteration 118Q: 3 clusters Score -4661662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4661664.500000 Penalty: 5202.264648
	Iteration 119Q: 3 clusters Score -4661664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4661664.500000 Penalty: 5202.264648
	Iteration 120F: 3 clusters Score -4661664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -953502.562500 Penalty: 2218.248535
	Iteration 0F: 2 clusters Score -953502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -947252.437500 Penalty: 4436.497070
	Iteration 0F: 3 clusters Score -947252.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -948983.812500 Penalty: 4436.497070
	Iteration 1F: 3 clusters Score -948983.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -949257.312500 Penalty: 4436.497070
	Iteration 2F: 3 clusters Score -949257.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -949453.750000 Penalty: 4436.497070
	Iteration 3F: 3 clusters Score -949453.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -949608.687500 Penalty: 4436.497070
	Iteration 4Q: 3 clusters Score -949608.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -949747.500000 Penalty: 4436.497070
	Iteration 5Q: 3 clusters Score -949747.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -949915.500000 Penalty: 4436.497070
	Iteration 6Q: 3 clusters Score -949915.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -950110.812500 Penalty: 4436.497070
	Iteration 7Q: 3 clusters Score -950110.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -950276.937500 Penalty: 4436.497070
	Iteration 8Q: 3 clusters Score -950276.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -950422.625000 Penalty: 4436.497070
	Iteration 9Q: 3 clusters Score -950422.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -950572.312500 Penalty: 4436.497070
	Iteration 10Q: 3 clusters Score -950572.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -950707.375000 Penalty: 4436.497070
	Iteration 11Q: 3 clusters Score -950707.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -950843.875000 Penalty: 4436.497070
	Iteration 12Q: 3 clusters Score -950843.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -950986.187500 Penalty: 4436.497070
	Iteration 13Q: 3 clusters Score -950986.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -951123.312500 Penalty: 4436.497070
	Iteration 14Q: 3 clusters Score -951123.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -951238.312500 Penalty: 4436.497070
	Iteration 15Q: 3 clusters Score -951238.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -951325.437500 Penalty: 4436.497070
	Iteration 16Q: 3 clusters Score -951325.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -951393.750000 Penalty: 4436.497070
	Iteration 17Q: 3 clusters Score -951393.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -951446.812500 Penalty: 4436.497070
	Iteration 18Q: 3 clusters Score -951446.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -951488.000000 Penalty: 4436.497070
	Iteration 19Q: 3 clusters Score -951488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -951525.125000 Penalty: 4436.497070
	Iteration 20F: 3 clusters Score -951525.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -951573.750000 Penalty: 4436.497070
	Iteration 21Q: 3 clusters Score -951573.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -951627.250000 Penalty: 4436.497070
	Iteration 22Q: 3 clusters Score -951627.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -951674.937500 Penalty: 4436.497070
	Iteration 23Q: 3 clusters Score -951674.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -951723.187500 Penalty: 4436.497070
	Iteration 24Q: 3 clusters Score -951723.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -951770.812500 Penalty: 4436.497070
	Iteration 25Q: 3 clusters Score -951770.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -951811.312500 Penalty: 4436.497070
	Iteration 26Q: 3 clusters Score -951811.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -951838.812500 Penalty: 4436.497070
	Iteration 27Q: 3 clusters Score -951838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -951854.250000 Penalty: 4436.497070
	Iteration 28Q: 3 clusters Score -951854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -951861.875000 Penalty: 4436.497070
	Iteration 29Q: 3 clusters Score -951861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -951869.187500 Penalty: 4436.497070
	Iteration 30Q: 3 clusters Score -951869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -951879.125000 Penalty: 4436.497070
	Iteration 31Q: 3 clusters Score -951879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -951884.875000 Penalty: 4436.497070
	Iteration 32Q: 3 clusters Score -951884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -951890.687500 Penalty: 4436.497070
	Iteration 33Q: 3 clusters Score -951890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -951897.062500 Penalty: 4436.497070
	Iteration 34Q: 3 clusters Score -951897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -951901.687500 Penalty: 4436.497070
	Iteration 35Q: 3 clusters Score -951901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -951909.750000 Penalty: 4436.497070
	Iteration 36Q: 3 clusters Score -951909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -951913.750000 Penalty: 4436.497070
	Iteration 37Q: 3 clusters Score -951913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -951918.562500 Penalty: 4436.497070
	Iteration 38Q: 3 clusters Score -951918.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -951921.312500 Penalty: 4436.497070
	Iteration 39Q: 3 clusters Score -951921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -951923.937500 Penalty: 4436.497070
	Iteration 40F: 3 clusters Score -951923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -951927.875000 Penalty: 4436.497070
	Iteration 41Q: 3 clusters Score -951927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -951929.437500 Penalty: 4436.497070
	Iteration 42Q: 3 clusters Score -951929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -951929.437500 Penalty: 4436.497070
	Iteration 43F: 3 clusters Score -951929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -520243.937500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -520243.9 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 2080 members 
Entering Unmasked Estep 
Score: -516243.625000 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -516243.6 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -517127.718750 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -517127.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -517341.437500 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -517341.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -517532.062500 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -517532.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -517713.562500 Penalty: 4135.206543
	Iteration 4Q: 3 clusters Score -517713.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -517899.781250 Penalty: 4135.206543
	Iteration 5Q: 3 clusters Score -517899.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -518049.875000 Penalty: 4135.206543
	Iteration 6Q: 3 clusters Score -518049.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -518170.718750 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -518170.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -518276.062500 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -518276.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -518372.968750 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -518373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -518463.000000 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -518463 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -518548.250000 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -518548.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -518637.625000 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -518637.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -518721.281250 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -518721.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -518779.937500 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -518779.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -518828.531250 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -518828.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -518856.281250 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -518856.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -518871.125000 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -518871.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -518886.937500 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -518886.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -518898.750000 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -518898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -518910.937500 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -518910.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -518923.781250 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -518923.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -518935.781250 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -518935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -518941.062500 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -518941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -518945.937500 Penalty: 4135.206543
	Iteration 24Q: 3 clusters Score -518945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -518947.718750 Penalty: 4135.206543
	Iteration 25Q: 3 clusters Score -518947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -518949.968750 Penalty: 4135.206543
	Iteration 26Q: 3 clusters Score -518950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -518954.031250 Penalty: 4135.206543
	Iteration 27Q: 3 clusters Score -518954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -518955.781250 Penalty: 4135.206543
	Iteration 28Q: 3 clusters Score -518955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -518956.312500 Penalty: 4135.206543
	Iteration 29Q: 3 clusters Score -518956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -518959.218750 Penalty: 4135.206543
	Iteration 30Q: 3 clusters Score -518959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -518960.375000 Penalty: 4135.206543
	Iteration 31Q: 3 clusters Score -518960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -518961.437500 Penalty: 4135.206543
	Iteration 32Q: 3 clusters Score -518961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -518961.843750 Penalty: 4135.206543
	Iteration 33Q: 3 clusters Score -518961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -518961.843750 Penalty: 4135.206543
	Iteration 34F: 3 clusters Score -518961.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (354271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354271 members 
Entering Unmasked Estep 
Score: -45884552.000000 Penalty: 3168.898682
	Iteration 0F: 2 clusters Score -4.588455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 177537 members 
Entering Unmasked Estep 
Score: -45676036.000000 Penalty: 6337.797363
	Iteration 0F: 3 clusters Score -4.567604e+07 nChanged 172359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 185504 members 
Entering Unmasked Estep 
Score: -45777936.000000 Penalty: 6337.797363
	Iteration 1F: 3 clusters Score -4.577794e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 189788 members 
Entering Unmasked Estep 
Score: -45780096.000000 Penalty: 6337.797363
	Iteration 2Q: 3 clusters Score -4.57801e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 195897 members 
Entering Unmasked Estep 
Score: -45782796.000000 Penalty: 6337.797363
	Iteration 3Q: 3 clusters Score -4.57828e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 204569 members 
Entering Unmasked Estep 
Score: -45787464.000000 Penalty: 6337.797363
	Iteration 4Q: 3 clusters Score -4.578746e+07 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 215940 members 
Entering Unmasked Estep 
Score: -45794152.000000 Penalty: 6337.797363
	Iteration 5Q: 3 clusters Score -4.579415e+07 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 228828 members 
Entering Unmasked Estep 
Score: -45803856.000000 Penalty: 6337.797363
	Iteration 6F: 3 clusters Score -4.580386e+07 nChanged 22820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114155 members 
Mstep: Class 2 contains 240116 members 
Entering Unmasked Estep 
Score: -45818276.000000 Penalty: 6337.797363
	Iteration 7F: 3 clusters Score -4.581828e+07 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 246248 members 
Entering Unmasked Estep 
Score: -45832496.000000 Penalty: 6337.797363
	Iteration 8F: 3 clusters Score -4.58325e+07 nChanged 19078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 246864 members 
Entering Unmasked Estep 
Score: -45840012.000000 Penalty: 6337.797363
	Iteration 9F: 3 clusters Score -4.584001e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 244923 members 
Entering Unmasked Estep 
Score: -45841876.000000 Penalty: 6337.797363
	Iteration 10Q: 3 clusters Score -4.584188e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 242240 members 
Entering Unmasked Estep 
Score: -45842116.000000 Penalty: 6337.797363
	Iteration 11Q: 3 clusters Score -4.584212e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115041 members 
Mstep: Class 2 contains 239230 members 
Entering Unmasked Estep 
Score: -45841700.000000 Penalty: 6337.797363
	Iteration 12Q: 3 clusters Score -4.58417e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 235939 members 
Entering Unmasked Estep 
Score: -45841540.000000 Penalty: 6337.797363
	Iteration 13Q: 3 clusters Score -4.584154e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 232357 members 
Entering Unmasked Estep 
Score: -45841260.000000 Penalty: 6337.797363
	Iteration 14Q: 3 clusters Score -4.584126e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 228290 members 
Entering Unmasked Estep 
Score: -45841544.000000 Penalty: 6337.797363
	Iteration 15Q: 3 clusters Score -4.584154e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 224002 members 
Entering Unmasked Estep 
Score: -45841960.000000 Penalty: 6337.797363
	Iteration 16Q: 3 clusters Score -4.584196e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 219613 members 
Entering Unmasked Estep 
Score: -45842368.000000 Penalty: 6337.797363
	Iteration 17Q: 3 clusters Score -4.584237e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 215155 members 
Entering Unmasked Estep 
Score: -45842932.000000 Penalty: 6337.797363
	Iteration 18Q: 3 clusters Score -4.584293e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 210679 members 
Entering Unmasked Estep 
Score: -45843132.000000 Penalty: 6337.797363
	Iteration 19Q: 3 clusters Score -4.584313e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 206336 members 
Entering Unmasked Estep 
Score: -45843736.000000 Penalty: 6337.797363
	Iteration 20F: 3 clusters Score -4.584374e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 202256 members 
Entering Unmasked Estep 
Score: -45844116.000000 Penalty: 6337.797363
	Iteration 21Q: 3 clusters Score -4.584412e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -45844712.000000 Penalty: 6337.797363
	Iteration 22Q: 3 clusters Score -4.584471e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 194834 members 
Entering Unmasked Estep 
Score: -45845068.000000 Penalty: 6337.797363
	Iteration 23Q: 3 clusters Score -4.584507e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 191414 members 
Entering Unmasked Estep 
Score: -45845404.000000 Penalty: 6337.797363
	Iteration 24Q: 3 clusters Score -4.58454e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -45845692.000000 Penalty: 6337.797363
	Iteration 25Q: 3 clusters Score -4.584569e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 185374 members 
Entering Unmasked Estep 
Score: -45846084.000000 Penalty: 6337.797363
	Iteration 26Q: 3 clusters Score -4.584608e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171774 members 
Mstep: Class 2 contains 182497 members 
Entering Unmasked Estep 
Score: -45846320.000000 Penalty: 6337.797363
	Iteration 27Q: 3 clusters Score -4.584632e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 179433 members 
Entering Unmasked Estep 
Score: -45846276.000000 Penalty: 6337.797363
	Iteration 28Q: 3 clusters Score -4.584628e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177998 members 
Mstep: Class 2 contains 176273 members 
Entering Unmasked Estep 
Score: -45846264.000000 Penalty: 6337.797363
	Iteration 29Q: 3 clusters Score -4.584626e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181376 members 
Mstep: Class 2 contains 172895 members 
Entering Unmasked Estep 
Score: -45846428.000000 Penalty: 6337.797363
	Iteration 30Q: 3 clusters Score -4.584643e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 169171 members 
Entering Unmasked Estep 
Score: -45846584.000000 Penalty: 6337.797363
	Iteration 31Q: 3 clusters Score -4.584658e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 165071 members 
Entering Unmasked Estep 
Score: -45846800.000000 Penalty: 6337.797363
	Iteration 32Q: 3 clusters Score -4.58468e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 160408 members 
Entering Unmasked Estep 
Score: -45846968.000000 Penalty: 6337.797363
	Iteration 33Q: 3 clusters Score -4.584697e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199811 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -45847420.000000 Penalty: 6337.797363
	Iteration 34Q: 3 clusters Score -4.584742e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207315 members 
Mstep: Class 2 contains 146956 members 
Entering Unmasked Estep 
Score: -45847592.000000 Penalty: 6337.797363
	Iteration 35Q: 3 clusters Score -4.584759e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216681 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -45847432.000000 Penalty: 6337.797363
	Iteration 36Q: 3 clusters Score -4.584743e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228399 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -45847920.000000 Penalty: 6337.797363
	Iteration 37Q: 3 clusters Score -4.584792e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242117 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -45848708.000000 Penalty: 6337.797363
	Iteration 38Q: 3 clusters Score -4.584871e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256771 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -45850144.000000 Penalty: 6337.797363
	Iteration 39Q: 3 clusters Score -4.585014e+07 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271757 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -45853284.000000 Penalty: 6337.797363
	Iteration 40F: 3 clusters Score -4.585328e+07 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286708 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -45856728.000000 Penalty: 6337.797363
	Iteration 41Q: 3 clusters Score -4.585673e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300255 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -45859504.000000 Penalty: 6337.797363
	Iteration 42Q: 3 clusters Score -4.58595e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312239 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -45861876.000000 Penalty: 6337.797363
	Iteration 43Q: 3 clusters Score -4.586188e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322128 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -45864700.000000 Penalty: 6337.797363
	Iteration 44Q: 3 clusters Score -4.58647e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330211 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -45867780.000000 Penalty: 6337.797363
	Iteration 45Q: 3 clusters Score -4.586778e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336713 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -45871324.000000 Penalty: 6337.797363
	Iteration 46Q: 3 clusters Score -4.587132e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341774 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -45873292.000000 Penalty: 6337.797363
	Iteration 47Q: 3 clusters Score -4.587329e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345598 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -45876248.000000 Penalty: 6337.797363
	Iteration 48Q: 3 clusters Score -4.587625e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348518 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -45878448.000000 Penalty: 6337.797363
	Iteration 49Q: 3 clusters Score -4.587845e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350532 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -45879872.000000 Penalty: 6337.797363
	Iteration 50Q: 3 clusters Score -4.587987e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351863 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -45880600.000000 Penalty: 6337.797363
	Iteration 51Q: 3 clusters Score -4.58806e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352689 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -45881008.000000 Penalty: 6337.797363
	Iteration 52Q: 3 clusters Score -4.588101e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353151 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -45881288.000000 Penalty: 6337.797363
	Iteration 53Q: 3 clusters Score -4.588129e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353414 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -45881440.000000 Penalty: 6337.797363
	Iteration 54Q: 3 clusters Score -4.588144e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353546 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -45881640.000000 Penalty: 6337.797363
	Iteration 55Q: 3 clusters Score -4.588164e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353628 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -45881672.000000 Penalty: 6337.797363
	Iteration 56Q: 3 clusters Score -4.588167e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353691 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -45881744.000000 Penalty: 6337.797363
	Iteration 57Q: 3 clusters Score -4.588174e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353732 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45881760.000000 Penalty: 6337.797363
	Iteration 58Q: 3 clusters Score -4.588176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353768 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45881780.000000 Penalty: 6337.797363
	Iteration 59Q: 3 clusters Score -4.588178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353791 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45881768.000000 Penalty: 6337.797363
	Iteration 60F: 3 clusters Score -4.588177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353807 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -45881808.000000 Penalty: 6337.797363
	Iteration 61Q: 3 clusters Score -4.588181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353816 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45881772.000000 Penalty: 6337.797363
	Iteration 62Q: 3 clusters Score -4.588177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353822 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45881808.000000 Penalty: 6337.797363
	Iteration 63Q: 3 clusters Score -4.588181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353828 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45881820.000000 Penalty: 6337.797363
	Iteration 64Q: 3 clusters Score -4.588182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353832 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45881876.000000 Penalty: 6337.797363
	Iteration 65Q: 3 clusters Score -4.588188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353834 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45881864.000000 Penalty: 6337.797363
	Iteration 66Q: 3 clusters Score -4.588186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353834 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45881856.000000 Penalty: 6337.797363
	Iteration 67Q: 3 clusters Score -4.588186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353833 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45881860.000000 Penalty: 6337.797363
	Iteration 68Q: 3 clusters Score -4.588186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353834 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45881860.000000 Penalty: 6337.797363
	Iteration 69Q: 3 clusters Score -4.588186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353835 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45881864.000000 Penalty: 6337.797363
	Iteration 70Q: 3 clusters Score -4.588186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353836 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45881884.000000 Penalty: 6337.797363
	Iteration 71Q: 3 clusters Score -4.588188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353837 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45881864.000000 Penalty: 6337.797363
	Iteration 72Q: 3 clusters Score -4.588186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353836 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45881860.000000 Penalty: 6337.797363
	Iteration 73Q: 3 clusters Score -4.588186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353836 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45881860.000000 Penalty: 6337.797363
	Iteration 74F: 3 clusters Score -4.588186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -80099.851562 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -80099.85 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 369 members 
Entering Unmasked Estep 
Score: -78451.632812 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -78451.63 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78902.851562 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -78902.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79321.617188 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79321.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79824.000000 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -79824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80426.640625 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -80426.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80676.015625 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -80676.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80747.515625 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80747.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80773.515625 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80773.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80776.203125 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80776.203125 Penalty: 3270.149902
	Iteration 9F: 3 clusters Score -80776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 215 members 
Entering Unmasked Estep 
Score: -104963448.000000 Penalty: 118401.421875
Splitting cluster 28 changes total score from -104964584.000000 to -104963448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1394716.000000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -1394716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1386372.750000 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -1386373 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1388834.500000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -1388834 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1389147.000000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -1389147 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1389388.750000 Penalty: 4617.807129
	Iteration 3Q: 3 clusters Score -1389389 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1389599.625000 Penalty: 4617.807129
	Iteration 4Q: 3 clusters Score -1389600 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1389819.000000 Penalty: 4617.807129
	Iteration 5Q: 3 clusters Score -1389819 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1390102.875000 Penalty: 4617.807129
	Iteration 6Q: 3 clusters Score -1390103 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1390516.875000 Penalty: 4617.807129
	Iteration 7Q: 3 clusters Score -1390517 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1390994.000000 Penalty: 4617.807129
	Iteration 8F: 3 clusters Score -1390994 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1391462.500000 Penalty: 4617.807129
	Iteration 9F: 3 clusters Score -1391462 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1391947.250000 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -1391947 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1392388.625000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -1392389 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1392737.875000 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -1392738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1393018.750000 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -1393019 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1393250.000000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -1393250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1393411.625000 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -1393412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1393535.000000 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -1393535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1393663.000000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -1393663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1393779.750000 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -1393780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1393888.750000 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -1393889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1393969.000000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -1393969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1394048.375000 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -1394048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1394114.875000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -1394115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1394161.375000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -1394161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1394213.750000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -1394214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1394270.750000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -1394271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1394318.375000 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -1394318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1394344.125000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -1394344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1394359.625000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -1394360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1394367.375000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -1394367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1394373.375000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -1394373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1394382.625000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -1394383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1394383.750000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -1394384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1394383.125000 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -1394383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1394385.125000 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -1394385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1394385.375000 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -1394385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1394385.500000 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -1394386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1394390.750000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -1394391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1394387.750000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -1394388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1394388.000000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -1394388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1394389.000000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -1394389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -704646.437500 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -704646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -699331.437500 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -699331.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -700978.750000 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -700978.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -701375.375000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -701375.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -701650.812500 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -701650.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -701855.937500 Penalty: 4337.582031
	Iteration 4F: 3 clusters Score -701855.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -702017.437500 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -702017.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -702160.250000 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -702160.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -702276.125000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -702276.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -702341.937500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -702341.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -702397.875000 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -702397.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -702442.750000 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -702442.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -702481.500000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -702481.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -702509.250000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -702509.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -702528.062500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -702528.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -702548.062500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -702548.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -702561.437500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -702561.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -702570.937500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -702570.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -702582.312500 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -702582.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -702589.312500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -702589.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -702595.500000 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -702595.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -702600.687500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -702600.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -702609.375000 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -702609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -702612.562500 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -702612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -702620.687500 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -702620.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -702627.437500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -702627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -702635.187500 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -702635.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702645.500000 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -702645.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -702653.000000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -702653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -702664.500000 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -702664.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -702675.562500 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -702675.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -702683.750000 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -702683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -702691.125000 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -702691.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -702698.312500 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -702698.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -702708.687500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -702708.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -702718.937500 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -702718.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -702734.625000 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -702734.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -702751.750000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -702751.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -702764.062500 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -702764.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -702775.625000 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -702775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -702784.250000 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -702784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -702794.125000 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -702794.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -702808.250000 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -702808.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -702818.500000 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -702818.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -702832.375000 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -702832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -702843.437500 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -702843.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -702855.625000 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -702855.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -702868.812500 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -702868.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -702878.312500 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -702878.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -702887.312500 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -702887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -702894.125000 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -702894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -702899.250000 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -702899.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -702904.250000 Penalty: 4337.582031
	Iteration 51Q: 3 clusters Score -702904.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -702909.062500 Penalty: 4337.582031
	Iteration 52Q: 3 clusters Score -702909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -702914.312500 Penalty: 4337.582031
	Iteration 53Q: 3 clusters Score -702914.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -702922.937500 Penalty: 4337.582031
	Iteration 54Q: 3 clusters Score -702922.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -702934.000000 Penalty: 4337.582031
	Iteration 55Q: 3 clusters Score -702934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -702941.937500 Penalty: 4337.582031
	Iteration 56Q: 3 clusters Score -702941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -702947.812500 Penalty: 4337.582031
	Iteration 57Q: 3 clusters Score -702947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -702956.937500 Penalty: 4337.582031
	Iteration 58Q: 3 clusters Score -702956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -702965.687500 Penalty: 4337.582031
	Iteration 59Q: 3 clusters Score -702965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -702972.187500 Penalty: 4337.582031
	Iteration 60F: 3 clusters Score -702972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -702980.937500 Penalty: 4337.582031
	Iteration 61Q: 3 clusters Score -702980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -702986.500000 Penalty: 4337.582031
	Iteration 62Q: 3 clusters Score -702986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -702986.000000 Penalty: 4337.582031
	Iteration 63Q: 3 clusters Score -702986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -702987.937500 Penalty: 4337.582031
	Iteration 64Q: 3 clusters Score -702987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -702988.937500 Penalty: 4337.582031
	Iteration 65Q: 3 clusters Score -702988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -702989.687500 Penalty: 4337.582031
	Iteration 66Q: 3 clusters Score -702989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -702989.687500 Penalty: 4337.582031
	Iteration 67F: 3 clusters Score -702989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Entering Unmasked Estep 
Score: -3201392.250000 Penalty: 2505.705078
	Iteration 0F: 2 clusters Score -3201392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3184521.000000 Penalty: 5011.410156
	Iteration 0F: 3 clusters Score -3184521 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3190442 nChanged 1186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3194222 nChanged 1172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3196168.750000 Penalty: 5011.410156
	Iteration 12Q: 3 clusters Score -3196169 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3196483 nChanged 514
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Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3196665 nChanged 391
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Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3196895 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3197074.250000 Penalty: 5011.410156
	Iteration 18Q: 3 clusters Score -3197074 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3197156.500000 Penalty: 5011.410156
	Iteration 19Q: 3 clusters Score -3197156 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3197226.750000 Penalty: 5011.410156
	Iteration 20F: 3 clusters Score -3197227 nChanged 240
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3197292 nChanged 229
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3197356 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3197422 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3197499 nChanged 240
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Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3197564 nChanged 195
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Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3197668 nChanged 177
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Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3197724 nChanged 163
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Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3197760 nChanged 186
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Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3197810 nChanged 179
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Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3197854 nChanged 167
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Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3197884 nChanged 145
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Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3197910 nChanged 128
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3198020 nChanged 124
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Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3198088 nChanged 146
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Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3198109.750000 Penalty: 5011.410156
	Iteration 41Q: 3 clusters Score -3198110 nChanged 148
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Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3198150 nChanged 156
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Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3198189.000000 Penalty: 5011.410156
	Iteration 43Q: 3 clusters Score -3198189 nChanged 153
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Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3198233.250000 Penalty: 5011.410156
	Iteration 44Q: 3 clusters Score -3198233 nChanged 131
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Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3198259.500000 Penalty: 5011.410156
	Iteration 45Q: 3 clusters Score -3198260 nChanged 160
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3198310 nChanged 159
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Mstep: Class 1 contains 4567 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3198362 nChanged 160
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Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3198408.000000 Penalty: 5011.410156
	Iteration 48Q: 3 clusters Score -3198408 nChanged 164
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Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3198451 nChanged 145
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Mstep: Class 1 contains 4102 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3198500 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3198526 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3198551 nChanged 120
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3198586 nChanged 106
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Mstep: Class 1 contains 3616 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3198606 nChanged 99
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Mstep: Class 1 contains 3517 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3198633 nChanged 100
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Mstep: Class 1 contains 3417 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3198659 nChanged 85
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Mstep: Class 1 contains 3332 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3198673 nChanged 97
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Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3198709 nChanged 89
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Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3198726.750000 Penalty: 5011.410156
	Iteration 59Q: 3 clusters Score -3198727 nChanged 87
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Mstep: Class 1 contains 3059 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3198742 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3198758 nChanged 77
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Mstep: Class 1 contains 2900 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3198778 nChanged 61
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Mstep: Class 1 contains 2839 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3198800 nChanged 58
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Mstep: Class 1 contains 2781 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3198821 nChanged 72
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Mstep: Class 1 contains 2709 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3198837 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3198854 nChanged 61
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Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3198863 nChanged 46
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Mstep: Class 1 contains 2549 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3198872 nChanged 43
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Mstep: Class 1 contains 2506 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3198876 nChanged 51
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Mstep: Class 1 contains 2455 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3198893 nChanged 39
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Mstep: Class 1 contains 2416 members 
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	Iteration 71Q: 3 clusters Score -3198895 nChanged 39
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Mstep: Class 1 contains 2377 members 
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Entering Unmasked Estep 
Score: -3198902.250000 Penalty: 5011.410156
	Iteration 72Q: 3 clusters Score -3198902 nChanged 33
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3198920 nChanged 28
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Mstep: Class 1 contains 2316 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3198929 nChanged 37
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Mstep: Class 1 contains 2279 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3198939 nChanged 37
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Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3198945 nChanged 39
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	Iteration 77Q: 3 clusters Score -3198953 nChanged 31
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22260 members 
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	Iteration 78Q: 3 clusters Score -3198962 nChanged 35
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	Iteration 79Q: 3 clusters Score -3198962 nChanged 35
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22330 members 
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	Iteration 80F: 3 clusters Score -3198979 nChanged 29
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Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22359 members 
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	Iteration 81Q: 3 clusters Score -3198986 nChanged 28
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Mstep: Class 1 contains 2045 members 
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	Iteration 82Q: 3 clusters Score -3198989 nChanged 22
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22409 members 
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	Iteration 83Q: 3 clusters Score -3198998 nChanged 20
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22427 members 
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	Iteration 84Q: 3 clusters Score -3198998 nChanged 20
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3199001 nChanged 18
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	Iteration 86Q: 3 clusters Score -3198998 nChanged 18
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3199010 nChanged 17
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3199010 nChanged 16
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Mstep: Class 1 contains 1920 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3199012 nChanged 15
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Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3199016.250000 Penalty: 5011.410156
	Iteration 90Q: 3 clusters Score -3199016 nChanged 13
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Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3199020 nChanged 14
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3199021.500000 Penalty: 5011.410156
	Iteration 92Q: 3 clusters Score -3199022 nChanged 13
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Mstep: Class 1 contains 1865 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3199024 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3199034.000000 Penalty: 5011.410156
	Iteration 94Q: 3 clusters Score -3199034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3199039.000000 Penalty: 5011.410156
	Iteration 95Q: 3 clusters Score -3199039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3199045.000000 Penalty: 5011.410156
	Iteration 96Q: 3 clusters Score -3199045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3199047.750000 Penalty: 5011.410156
	Iteration 97Q: 3 clusters Score -3199048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3199047.750000 Penalty: 5011.410156
	Iteration 98Q: 3 clusters Score -3199048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3199051.750000 Penalty: 5011.410156
	Iteration 99Q: 3 clusters Score -3199052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3199057.250000 Penalty: 5011.410156
	Iteration 100F: 3 clusters Score -3199057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3199056.750000 Penalty: 5011.410156
	Iteration 101Q: 3 clusters Score -3199057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3199057.750000 Penalty: 5011.410156
	Iteration 102Q: 3 clusters Score -3199058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3199058.250000 Penalty: 5011.410156
	Iteration 103Q: 3 clusters Score -3199058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3199054.750000 Penalty: 5011.410156
	Iteration 104Q: 3 clusters Score -3199055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3199055.000000 Penalty: 5011.410156
	Iteration 105Q: 3 clusters Score -3199055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3199057.250000 Penalty: 5011.410156
	Iteration 106Q: 3 clusters Score -3199057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3199058.750000 Penalty: 5011.410156
	Iteration 107Q: 3 clusters Score -3199059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3199057.250000 Penalty: 5011.410156
	Iteration 108Q: 3 clusters Score -3199057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3199062.500000 Penalty: 5011.410156
	Iteration 109Q: 3 clusters Score -3199062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3199063.500000 Penalty: 5011.410156
	Iteration 110Q: 3 clusters Score -3199064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3199063.250000 Penalty: 5011.410156
	Iteration 111Q: 3 clusters Score -3199063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3199063.250000 Penalty: 5011.410156
	Iteration 112F: 3 clusters Score -3199063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -320047.843750 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -320047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -317110.562500 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -317110.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -317638.156250 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -317638.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -317774.937500 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -317774.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -317886.781250 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -317886.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -317963.687500 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -317963.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -318016.437500 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -318016.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -318059.937500 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -318059.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -318090.406250 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -318090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -318105.937500 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -318105.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -318121.062500 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -318121.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -318136.156250 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -318136.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -318153.125000 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -318153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -318161.937500 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -318161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -318168.093750 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -318168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -318174.812500 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -318174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -318181.750000 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -318181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -318189.437500 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -318189.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -318195.468750 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -318195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -318199.843750 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -318199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -318201.718750 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -318201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -318202.000000 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -318202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -318204.312500 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -318204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -318204.406250 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -318204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -318204.406250 Penalty: 3886.054932
	Iteration 23F: 3 clusters Score -318204.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -78427.617188 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -78427.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76846.109375 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -76846.11 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77286.578125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77286.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77563.242188 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -77563.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77731.257812 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -77731.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77907.867188 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -77907.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78110.507812 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78110.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78443.476562 Penalty: 3245.780273
	Iteration 6F: 3 clusters Score -78443.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78744.250000 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78744.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78807.687500 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78807.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78841.828125 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78841.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78862.039062 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78862.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78880.976562 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78880.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78890.765625 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78890.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78923.632812 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78923.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78971.242188 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78971.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79084.976562 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -79084.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79211.929688 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -79211.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79315.031250 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -79315.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79333.171875 Penalty: 3245.780273
	Iteration 18F: 3 clusters Score -79333.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79368.257812 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -79368.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79368.257812 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -79368.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 217 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 478 members 
Entering Unmasked Estep 
Score: -104963768.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104964584.000000 to -104963768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36473.527344 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36473.53 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 179 members 
Entering Unmasked Estep 
Score: -35202.265625 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -35202.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35561.015625 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35561.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35790.730469 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -35790.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35933.660156 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -35933.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36161.199219 Penalty: 2943.707520
	Iteration 4F: 3 clusters Score -36161.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36295.617188 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36295.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36507.082031 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36507.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36614.480469 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36614.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36683.652344 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36683.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36725.906250 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -36725.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36725.906250 Penalty: 2943.707520
	Iteration 10F: 3 clusters Score -36725.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 156 members 
Mstep: Class 35 contains 222 members 
Entering Unmasked Estep 
Score: -104962872.000000 Penalty: 118401.421875
Splitting cluster 34 changes total score from -104964584.000000 to -104962872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6280 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 199Q: 35 clusters Score -1.049646e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43588 members 
Mstep: Class 3 contains 6229 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38093 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 24432 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964448.000000 Penalty: 115018.523438
Iteration 200F: 35 clusters Score -1.049644e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43588 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354270 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 24433 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 115018.523438
Iteration 201Q: 35 clusters Score -1.049645e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 6229 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38096 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354270 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6285 members 
Mstep: Class 31 contains 24435 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 202Q: 35 clusters Score -1.049645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43583 members 
Mstep: Class 3 contains 6226 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34025 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35895 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354270 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6288 members 
Mstep: Class 31 contains 24437 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 203Q: 35 clusters Score -1.049645e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43582 members 
Mstep: Class 3 contains 6225 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354271 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 204Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6293 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 205Q: 35 clusters Score -1.049645e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6218 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 206Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6300 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 207Q: 35 clusters Score -1.049645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 208Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 209Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 210Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964536.000000 Penalty: 115018.523438
Iteration 211Q: 35 clusters Score -1.049645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 115018.523438
Iteration 212Q: 35 clusters Score -1.049645e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6326 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 213Q: 35 clusters Score -1.049645e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6330 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 214Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35897 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6333 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964536.000000 Penalty: 115018.523438
Iteration 215Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964520.000000 Penalty: 115018.523438
Iteration 216Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 24438 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964536.000000 Penalty: 115018.523438
Iteration 217Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354275 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6337 members 
Mstep: Class 31 contains 24437 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 218Q: 35 clusters Score -1.049645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354275 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6342 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 219Q: 35 clusters Score -1.049645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6180 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 115018.523438
Iteration 220F: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6179 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11093 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 221Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11092 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 222Q: 35 clusters Score -1.049646e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11090 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6358 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964632.000000 Penalty: 115018.523438
Iteration 223Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11089 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38096 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6360 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964640.000000 Penalty: 115018.523438
Iteration 224Q: 35 clusters Score -1.049646e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38097 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6361 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964648.000000 Penalty: 115018.523438
Iteration 225Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11093 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38098 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6364 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 226Q: 35 clusters Score -1.049646e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6169 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6368 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 227Q: 35 clusters Score -1.049646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6374 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 115018.523438
Iteration 228Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6376 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 229Q: 35 clusters Score -1.049646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38099 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6382 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 230Q: 35 clusters Score -1.049646e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6162 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35901 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6385 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 231Q: 35 clusters Score -1.049646e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6161 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6391 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 232Q: 35 clusters Score -1.049646e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6395 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 233Q: 35 clusters Score -1.049646e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4839 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964552.000000 Penalty: 115018.523438
Iteration 234Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3942 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6402 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 235Q: 35 clusters Score -1.049646e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6403 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 236Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6407 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964504.000000 Penalty: 115018.523438
Iteration 237Q: 35 clusters Score -1.049645e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964512.000000 Penalty: 115018.523438
Iteration 238Q: 35 clusters Score -1.049645e+08 nChanged 4
Entering ConstructFrom: 
Score: -104964512.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -603954.250000 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -603954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -599073.937500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -599073.9 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -600483.000000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -600483 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -600853.250000 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -600853.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -601156.937500 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -601156.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -601419.125000 Penalty: 4285.147949
	Iteration 4F: 3 clusters Score -601419.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -601647.562500 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -601647.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -601826.250000 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -601826.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -601974.687500 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -601974.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -602077.875000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -602077.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -602141.937500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -602141.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -602180.062500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -602180.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -602225.312500 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -602225.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -602256.187500 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -602256.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -602274.500000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -602274.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -602286.312500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -602286.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -602296.375000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -602296.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -602307.937500 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -602307.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -602316.937500 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -602316.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -602323.187500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -602323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -602330.187500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -602330.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -602335.750000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -602335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -602338.812500 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -602338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -602344.562500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -602344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -602346.375000 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -602346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -602347.625000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -602347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -602351.312500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -602351.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -602352.625000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -602352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -602358.125000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -602358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -602359.125000 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -602359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -602359.937500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -602359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -602360.125000 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -602360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -602362.750000 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -602362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -602364.750000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -602364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -602366.937500 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -602366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -602367.750000 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -602367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -602371.000000 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -602371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -602373.812500 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -602373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -602373.812500 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -602373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -602375.250000 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -602375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -602378.750000 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -602378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -602379.375000 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -602379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -602380.937500 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -602380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -602384.125000 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -602384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -602387.000000 Penalty: 4285.147949
	Iteration 43Q: 3 clusters Score -602387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -602389.125000 Penalty: 4285.147949
	Iteration 44Q: 3 clusters Score -602389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -602391.000000 Penalty: 4285.147949
	Iteration 45Q: 3 clusters Score -602391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -602392.312500 Penalty: 4285.147949
	Iteration 46Q: 3 clusters Score -602392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -602392.000000 Penalty: 4285.147949
	Iteration 47Q: 3 clusters Score -602392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -602393.687500 Penalty: 4285.147949
	Iteration 48Q: 3 clusters Score -602393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -602395.125000 Penalty: 4285.147949
	Iteration 49Q: 3 clusters Score -602395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -602395.062500 Penalty: 4285.147949
	Iteration 50Q: 3 clusters Score -602395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -602395.312500 Penalty: 4285.147949
	Iteration 51Q: 3 clusters Score -602395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -602395.125000 Penalty: 4285.147949
	Iteration 52Q: 3 clusters Score -602395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -602395.125000 Penalty: 4285.147949
	Iteration 53F: 3 clusters Score -602395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Entering Unmasked Estep 
Score: -5435976.000000 Penalty: 2649.229492
	Iteration 0F: 2 clusters Score -5435976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -5406399.500000 Penalty: 5298.458984
	Iteration 0F: 3 clusters Score -5406400 nChanged 20121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5417730.000000 Penalty: 5298.458984
	Iteration 1F: 3 clusters Score -5417730 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -5418635.500000 Penalty: 5298.458984
	Iteration 2Q: 3 clusters Score -5418636 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5420021.000000 Penalty: 5298.458984
	Iteration 3F: 3 clusters Score -5420021 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -5421851.500000 Penalty: 5298.458984
	Iteration 4F: 3 clusters Score -5421852 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5424097.000000 Penalty: 5298.458984
	Iteration 5F: 3 clusters Score -5424097 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -5426256.000000 Penalty: 5298.458984
	Iteration 6F: 3 clusters Score -5426256 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5428080.500000 Penalty: 5298.458984
	Iteration 7F: 3 clusters Score -5428080 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -5429713.000000 Penalty: 5298.458984
	Iteration 8Q: 3 clusters Score -5429713 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5431031.000000 Penalty: 5298.458984
	Iteration 9Q: 3 clusters Score -5431031 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5432029.000000 Penalty: 5298.458984
	Iteration 10Q: 3 clusters Score -5432029 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5432729.000000 Penalty: 5298.458984
	Iteration 11Q: 3 clusters Score -5432729 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5433138.000000 Penalty: 5298.458984
	Iteration 12Q: 3 clusters Score -5433138 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5433460.500000 Penalty: 5298.458984
	Iteration 13Q: 3 clusters Score -5433460 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5433692.500000 Penalty: 5298.458984
	Iteration 14Q: 3 clusters Score -5433692 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5433883.500000 Penalty: 5298.458984
	Iteration 15Q: 3 clusters Score -5433884 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5434062.000000 Penalty: 5298.458984
	Iteration 16Q: 3 clusters Score -5434062 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5434301.000000 Penalty: 5298.458984
	Iteration 17Q: 3 clusters Score -5434301 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5434558.500000 Penalty: 5298.458984
	Iteration 18Q: 3 clusters Score -5434558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5434730.500000 Penalty: 5298.458984
	Iteration 19Q: 3 clusters Score -5434730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5434856.000000 Penalty: 5298.458984
	Iteration 20F: 3 clusters Score -5434856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5434941.000000 Penalty: 5298.458984
	Iteration 21Q: 3 clusters Score -5434941 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5434992.500000 Penalty: 5298.458984
	Iteration 22Q: 3 clusters Score -5434992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5435012.500000 Penalty: 5298.458984
	Iteration 23Q: 3 clusters Score -5435012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5435035.000000 Penalty: 5298.458984
	Iteration 24Q: 3 clusters Score -5435035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5435045.000000 Penalty: 5298.458984
	Iteration 25Q: 3 clusters Score -5435045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5435057.500000 Penalty: 5298.458984
	Iteration 26Q: 3 clusters Score -5435058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5435075.000000 Penalty: 5298.458984
	Iteration 27Q: 3 clusters Score -5435075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5435071.500000 Penalty: 5298.458984
	Iteration 28Q: 3 clusters Score -5435072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5435076.500000 Penalty: 5298.458984
	Iteration 29Q: 3 clusters Score -5435076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5435082.000000 Penalty: 5298.458984
	Iteration 30Q: 3 clusters Score -5435082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5435092.000000 Penalty: 5298.458984
	Iteration 31Q: 3 clusters Score -5435092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5435093.500000 Penalty: 5298.458984
	Iteration 32Q: 3 clusters Score -5435094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5435091.000000 Penalty: 5298.458984
	Iteration 33Q: 3 clusters Score -5435091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5435111.500000 Penalty: 5298.458984
	Iteration 34Q: 3 clusters Score -5435112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5435111.500000 Penalty: 5298.458984
	Iteration 35Q: 3 clusters Score -5435112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5435114.500000 Penalty: 5298.458984
	Iteration 36Q: 3 clusters Score -5435114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5435107.000000 Penalty: 5298.458984
	Iteration 37Q: 3 clusters Score -5435107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5435108.500000 Penalty: 5298.458984
	Iteration 38Q: 3 clusters Score -5435108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5435113.500000 Penalty: 5298.458984
	Iteration 39Q: 3 clusters Score -5435114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5435118.000000 Penalty: 5298.458984
	Iteration 40F: 3 clusters Score -5435118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5435122.500000 Penalty: 5298.458984
	Iteration 41Q: 3 clusters Score -5435122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5435123.000000 Penalty: 5298.458984
	Iteration 42Q: 3 clusters Score -5435123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5435122.000000 Penalty: 5298.458984
	Iteration 43Q: 3 clusters Score -5435122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5435130.000000 Penalty: 5298.458984
	Iteration 44Q: 3 clusters Score -5435130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5435128.500000 Penalty: 5298.458984
	Iteration 45Q: 3 clusters Score -5435128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5435127.000000 Penalty: 5298.458984
	Iteration 46Q: 3 clusters Score -5435127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5435131.500000 Penalty: 5298.458984
	Iteration 47Q: 3 clusters Score -5435132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5435132.500000 Penalty: 5298.458984
	Iteration 48Q: 3 clusters Score -5435132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5435137.500000 Penalty: 5298.458984
	Iteration 49Q: 3 clusters Score -5435138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5435136.000000 Penalty: 5298.458984
	Iteration 50Q: 3 clusters Score -5435136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5435125.000000 Penalty: 5298.458984
	Iteration 51Q: 3 clusters Score -5435125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5435124.500000 Penalty: 5298.458984
	Iteration 52Q: 3 clusters Score -5435124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5435126.000000 Penalty: 5298.458984
	Iteration 53Q: 3 clusters Score -5435126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5435126.500000 Penalty: 5298.458984
	Iteration 54Q: 3 clusters Score -5435126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5435131.500000 Penalty: 5298.458984
	Iteration 55Q: 3 clusters Score -5435132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5435126.000000 Penalty: 5298.458984
	Iteration 56Q: 3 clusters Score -5435126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5435126.000000 Penalty: 5298.458984
	Iteration 57Q: 3 clusters Score -5435126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5435127.500000 Penalty: 5298.458984
	Iteration 58Q: 3 clusters Score -5435128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5435125.000000 Penalty: 5298.458984
	Iteration 59Q: 3 clusters Score -5435125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5435127.500000 Penalty: 5298.458984
	Iteration 60F: 3 clusters Score -5435128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5435129.000000 Penalty: 5298.458984
	Iteration 61Q: 3 clusters Score -5435129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5435129.000000 Penalty: 5298.458984
	Iteration 62F: 3 clusters Score -5435129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -759581.750000 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -759581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -754361.687500 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -754361.7 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -755672.937500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -755672.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -755880.062500 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -755880.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -756005.687500 Penalty: 4327.045410
	Iteration 3Q: 3 clusters Score -756005.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -756092.750000 Penalty: 4327.045410
	Iteration 4Q: 3 clusters Score -756092.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -756162.437500 Penalty: 4327.045410
	Iteration 5Q: 3 clusters Score -756162.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -756228.312500 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -756228.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -756272.437500 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -756272.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -756306.875000 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -756306.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -756341.875000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -756341.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -756375.750000 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -756375.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -756405.875000 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -756405.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -756430.375000 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -756430.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -756456.312500 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -756456.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -756488.312500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -756488.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -756511.250000 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -756511.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -756538.875000 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -756538.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -756576.937500 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -756576.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -756614.250000 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -756614.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -756649.875000 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -756649.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -756675.312500 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -756675.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -756707.812500 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -756707.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -756746.000000 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -756746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -756786.875000 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -756786.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -756828.125000 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -756828.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -756877.937500 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -756877.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -756927.187500 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -756927.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -756985.187500 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -756985.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -757048.375000 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -757048.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -757099.937500 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -757099.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -757146.875000 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -757146.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -757196.250000 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -757196.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -757247.812500 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -757247.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -757291.437500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -757291.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -757323.562500 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -757323.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -757349.875000 Penalty: 4327.045410
	Iteration 35Q: 3 clusters Score -757349.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -757378.000000 Penalty: 4327.045410
	Iteration 36Q: 3 clusters Score -757378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -757397.812500 Penalty: 4327.045410
	Iteration 37Q: 3 clusters Score -757397.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -757425.250000 Penalty: 4327.045410
	Iteration 38Q: 3 clusters Score -757425.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -757456.312500 Penalty: 4327.045410
	Iteration 39Q: 3 clusters Score -757456.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -757478.187500 Penalty: 4327.045410
	Iteration 40F: 3 clusters Score -757478.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -757495.062500 Penalty: 4327.045410
	Iteration 41Q: 3 clusters Score -757495.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -757511.062500 Penalty: 4327.045410
	Iteration 42Q: 3 clusters Score -757511.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -757523.187500 Penalty: 4327.045410
	Iteration 43Q: 3 clusters Score -757523.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -757542.937500 Penalty: 4327.045410
	Iteration 44Q: 3 clusters Score -757542.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -757557.312500 Penalty: 4327.045410
	Iteration 45Q: 3 clusters Score -757557.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -757572.937500 Penalty: 4327.045410
	Iteration 46Q: 3 clusters Score -757572.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -757582.312500 Penalty: 4327.045410
	Iteration 47Q: 3 clusters Score -757582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -757590.437500 Penalty: 4327.045410
	Iteration 48Q: 3 clusters Score -757590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -757605.000000 Penalty: 4327.045410
	Iteration 49Q: 3 clusters Score -757605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -757623.312500 Penalty: 4327.045410
	Iteration 50Q: 3 clusters Score -757623.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -757637.062500 Penalty: 4327.045410
	Iteration 51Q: 3 clusters Score -757637.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -757650.625000 Penalty: 4327.045410
	Iteration 52Q: 3 clusters Score -757650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -757665.187500 Penalty: 4327.045410
	Iteration 53Q: 3 clusters Score -757665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -757675.250000 Penalty: 4327.045410
	Iteration 54Q: 3 clusters Score -757675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -757677.250000 Penalty: 4327.045410
	Iteration 55Q: 3 clusters Score -757677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -757681.187500 Penalty: 4327.045410
	Iteration 56Q: 3 clusters Score -757681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -757689.875000 Penalty: 4327.045410
	Iteration 57Q: 3 clusters Score -757689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -757693.687500 Penalty: 4327.045410
	Iteration 58Q: 3 clusters Score -757693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -757700.062500 Penalty: 4327.045410
	Iteration 59Q: 3 clusters Score -757700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -757705.062500 Penalty: 4327.045410
	Iteration 60F: 3 clusters Score -757705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -757714.187500 Penalty: 4327.045410
	Iteration 61Q: 3 clusters Score -757714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -757715.375000 Penalty: 4327.045410
	Iteration 62Q: 3 clusters Score -757715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -757717.000000 Penalty: 4327.045410
	Iteration 63Q: 3 clusters Score -757717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -757718.062500 Penalty: 4327.045410
	Iteration 64Q: 3 clusters Score -757718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -757720.625000 Penalty: 4327.045410
	Iteration 65Q: 3 clusters Score -757720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -757724.687500 Penalty: 4327.045410
	Iteration 66Q: 3 clusters Score -757724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -757726.812500 Penalty: 4327.045410
	Iteration 67Q: 3 clusters Score -757726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -757731.062500 Penalty: 4327.045410
	Iteration 68Q: 3 clusters Score -757731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -757736.812500 Penalty: 4327.045410
	Iteration 69Q: 3 clusters Score -757736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -757739.375000 Penalty: 4327.045410
	Iteration 70Q: 3 clusters Score -757739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -757739.625000 Penalty: 4327.045410
	Iteration 71Q: 3 clusters Score -757739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -757739.625000 Penalty: 4327.045410
	Iteration 72F: 3 clusters Score -757739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Entering Unmasked Estep 
Score: -1805410.875000 Penalty: 2373.197021
	Iteration 0F: 2 clusters Score -1805411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1794985.125000 Penalty: 4746.394043
	Iteration 0F: 3 clusters Score -1794985 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1798267.750000 Penalty: 4746.394043
	Iteration 1F: 3 clusters Score -1798268 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1798652.750000 Penalty: 4746.394043
	Iteration 2F: 3 clusters Score -1798653 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1798979.500000 Penalty: 4746.394043
	Iteration 3F: 3 clusters Score -1798980 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1799289.375000 Penalty: 4746.394043
	Iteration 4Q: 3 clusters Score -1799289 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1799583.000000 Penalty: 4746.394043
	Iteration 5Q: 3 clusters Score -1799583 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1799904.000000 Penalty: 4746.394043
	Iteration 6Q: 3 clusters Score -1799904 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1800201.875000 Penalty: 4746.394043
	Iteration 7Q: 3 clusters Score -1800202 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1800493.375000 Penalty: 4746.394043
	Iteration 8Q: 3 clusters Score -1800493 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1800751.750000 Penalty: 4746.394043
	Iteration 9Q: 3 clusters Score -1800752 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1800973.125000 Penalty: 4746.394043
	Iteration 10Q: 3 clusters Score -1800973 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1801160.750000 Penalty: 4746.394043
	Iteration 11Q: 3 clusters Score -1801161 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1801319.500000 Penalty: 4746.394043
	Iteration 12Q: 3 clusters Score -1801320 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1801451.625000 Penalty: 4746.394043
	Iteration 13Q: 3 clusters Score -1801452 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1801577.625000 Penalty: 4746.394043
	Iteration 14Q: 3 clusters Score -1801578 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1801698.000000 Penalty: 4746.394043
	Iteration 15Q: 3 clusters Score -1801698 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1801819.500000 Penalty: 4746.394043
	Iteration 16Q: 3 clusters Score -1801820 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1801935.375000 Penalty: 4746.394043
	Iteration 17Q: 3 clusters Score -1801935 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1802069.250000 Penalty: 4746.394043
	Iteration 18Q: 3 clusters Score -1802069 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1802219.875000 Penalty: 4746.394043
	Iteration 19Q: 3 clusters Score -1802220 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1802368.000000 Penalty: 4746.394043
	Iteration 20F: 3 clusters Score -1802368 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1802540.625000 Penalty: 4746.394043
	Iteration 21Q: 3 clusters Score -1802541 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1802773.000000 Penalty: 4746.394043
	Iteration 22Q: 3 clusters Score -1802773 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1803067.250000 Penalty: 4746.394043
	Iteration 23Q: 3 clusters Score -1803067 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1803363.875000 Penalty: 4746.394043
	Iteration 24Q: 3 clusters Score -1803364 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1803613.875000 Penalty: 4746.394043
	Iteration 25Q: 3 clusters Score -1803614 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1803789.375000 Penalty: 4746.394043
	Iteration 26Q: 3 clusters Score -1803789 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1803889.125000 Penalty: 4746.394043
	Iteration 27Q: 3 clusters Score -1803889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1803939.250000 Penalty: 4746.394043
	Iteration 28Q: 3 clusters Score -1803939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1803973.750000 Penalty: 4746.394043
	Iteration 29Q: 3 clusters Score -1803974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1803991.375000 Penalty: 4746.394043
	Iteration 30Q: 3 clusters Score -1803991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1804007.750000 Penalty: 4746.394043
	Iteration 31Q: 3 clusters Score -1804008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1804016.875000 Penalty: 4746.394043
	Iteration 32Q: 3 clusters Score -1804017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1804034.000000 Penalty: 4746.394043
	Iteration 33Q: 3 clusters Score -1804034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1804040.750000 Penalty: 4746.394043
	Iteration 34Q: 3 clusters Score -1804041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1804049.250000 Penalty: 4746.394043
	Iteration 35Q: 3 clusters Score -1804049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1804055.000000 Penalty: 4746.394043
	Iteration 36Q: 3 clusters Score -1804055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1804055.125000 Penalty: 4746.394043
	Iteration 37Q: 3 clusters Score -1804055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1804063.125000 Penalty: 4746.394043
	Iteration 38Q: 3 clusters Score -1804063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1804070.250000 Penalty: 4746.394043
	Iteration 39Q: 3 clusters Score -1804070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1804070.000000 Penalty: 4746.394043
	Iteration 40F: 3 clusters Score -1804070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1804071.750000 Penalty: 4746.394043
	Iteration 41Q: 3 clusters Score -1804072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1804069.250000 Penalty: 4746.394043
	Iteration 42Q: 3 clusters Score -1804069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1804069.625000 Penalty: 4746.394043
	Iteration 43Q: 3 clusters Score -1804070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1804069.625000 Penalty: 4746.394043
	Iteration 44Q: 3 clusters Score -1804070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1804069.750000 Penalty: 4746.394043
	Iteration 45Q: 3 clusters Score -1804070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1804069.125000 Penalty: 4746.394043
	Iteration 46Q: 3 clusters Score -1804069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1804069.125000 Penalty: 4746.394043
	Iteration 47F: 3 clusters Score -1804069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -252758.203125 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -252758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -249950.890625 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -249950.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250900.437500 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -250900.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -251354.234375 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -251354.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -251921.984375 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -251922 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -252545.500000 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -252545.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -252926.562500 Penalty: 3885.858643
	Iteration 5F: 3 clusters Score -252926.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -253120.843750 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -253120.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253214.734375 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -253214.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -253244.234375 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -253244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -253258.875000 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -253258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -253265.828125 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -253265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -253275.109375 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -253275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -253279.656250 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -253279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -253281.250000 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -253281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -253281.843750 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -253281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -253282.468750 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -253282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -253282.562500 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -253282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -253282.890625 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -253282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -253284.421875 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -253284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253285.828125 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -253285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -253286.734375 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -253286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
Score: -104963648.000000 Penalty: 118401.421875
Splitting cluster 5 changes total score from -104964512.000000 to -104963648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Entering Unmasked Estep 
Score: -3738348.250000 Penalty: 2542.940430
	Iteration 0F: 2 clusters Score -3738348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3718799.500000 Penalty: 5085.880859
	Iteration 0F: 3 clusters Score -3718800 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3725587.500000 Penalty: 5085.880859
	Iteration 1F: 3 clusters Score -3725588 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3726140.250000 Penalty: 5085.880859
	Iteration 2F: 3 clusters Score -3726140 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3726597.250000 Penalty: 5085.880859
	Iteration 3Q: 3 clusters Score -3726597 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3727023.750000 Penalty: 5085.880859
	Iteration 4Q: 3 clusters Score -3727024 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3727423.250000 Penalty: 5085.880859
	Iteration 5Q: 3 clusters Score -3727423 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3727903.250000 Penalty: 5085.880859
	Iteration 6Q: 3 clusters Score -3727903 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3728552.500000 Penalty: 5085.880859
	Iteration 7Q: 3 clusters Score -3728552 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3729370.500000 Penalty: 5085.880859
	Iteration 8Q: 3 clusters Score -3729370 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3730404.250000 Penalty: 5085.880859
	Iteration 9F: 3 clusters Score -3730404 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3731372.250000 Penalty: 5085.880859
	Iteration 10F: 3 clusters Score -3731372 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3732370.250000 Penalty: 5085.880859
	Iteration 11Q: 3 clusters Score -3732370 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3733289.000000 Penalty: 5085.880859
	Iteration 12Q: 3 clusters Score -3733289 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3734094.500000 Penalty: 5085.880859
	Iteration 13Q: 3 clusters Score -3734094 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3734742.500000 Penalty: 5085.880859
	Iteration 14Q: 3 clusters Score -3734742 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3735177.500000 Penalty: 5085.880859
	Iteration 15Q: 3 clusters Score -3735178 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3735522.500000 Penalty: 5085.880859
	Iteration 16Q: 3 clusters Score -3735522 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3735742.750000 Penalty: 5085.880859
	Iteration 17Q: 3 clusters Score -3735743 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3735911.750000 Penalty: 5085.880859
	Iteration 18Q: 3 clusters Score -3735912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3735999.500000 Penalty: 5085.880859
	Iteration 19Q: 3 clusters Score -3736000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3736065.500000 Penalty: 5085.880859
	Iteration 20F: 3 clusters Score -3736066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3736091.500000 Penalty: 5085.880859
	Iteration 21Q: 3 clusters Score -3736092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3736109.750000 Penalty: 5085.880859
	Iteration 22Q: 3 clusters Score -3736110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3736116.500000 Penalty: 5085.880859
	Iteration 23Q: 3 clusters Score -3736116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3736136.000000 Penalty: 5085.880859
	Iteration 24Q: 3 clusters Score -3736136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3736137.750000 Penalty: 5085.880859
	Iteration 25Q: 3 clusters Score -3736138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3736143.250000 Penalty: 5085.880859
	Iteration 26Q: 3 clusters Score -3736143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3736152.000000 Penalty: 5085.880859
	Iteration 27Q: 3 clusters Score -3736152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3736155.500000 Penalty: 5085.880859
	Iteration 28Q: 3 clusters Score -3736156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3736157.750000 Penalty: 5085.880859
	Iteration 29Q: 3 clusters Score -3736158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3736161.500000 Penalty: 5085.880859
	Iteration 30Q: 3 clusters Score -3736162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3736167.750000 Penalty: 5085.880859
	Iteration 31Q: 3 clusters Score -3736168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3736172.750000 Penalty: 5085.880859
	Iteration 32Q: 3 clusters Score -3736173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3736174.500000 Penalty: 5085.880859
	Iteration 33Q: 3 clusters Score -3736174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3736178.000000 Penalty: 5085.880859
	Iteration 34Q: 3 clusters Score -3736178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3736177.250000 Penalty: 5085.880859
	Iteration 35Q: 3 clusters Score -3736177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3736177.750000 Penalty: 5085.880859
	Iteration 36Q: 3 clusters Score -3736178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3736178.000000 Penalty: 5085.880859
	Iteration 37Q: 3 clusters Score -3736178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3736179.500000 Penalty: 5085.880859
	Iteration 38Q: 3 clusters Score -3736180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3736180.750000 Penalty: 5085.880859
	Iteration 39Q: 3 clusters Score -3736181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3736182.000000 Penalty: 5085.880859
	Iteration 40F: 3 clusters Score -3736182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3736179.500000 Penalty: 5085.880859
	Iteration 41Q: 3 clusters Score -3736180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3736186.250000 Penalty: 5085.880859
	Iteration 42Q: 3 clusters Score -3736186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3736188.000000 Penalty: 5085.880859
	Iteration 43Q: 3 clusters Score -3736188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3736189.000000 Penalty: 5085.880859
	Iteration 44Q: 3 clusters Score -3736189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3736192.000000 Penalty: 5085.880859
	Iteration 45Q: 3 clusters Score -3736192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3736192.750000 Penalty: 5085.880859
	Iteration 46Q: 3 clusters Score -3736193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3736192.750000 Penalty: 5085.880859
	Iteration 47F: 3 clusters Score -3736193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -529705.187500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -529705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -525624.562500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -525624.6 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -526609.750000 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -526609.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -526952.875000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -526952.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -527468.750000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -527468.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -528089.062500 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -528089.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -528641.750000 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -528641.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -529080.687500 Penalty: 4162.697754
	Iteration 6F: 3 clusters Score -529080.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -529346.937500 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -529346.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -529506.437500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -529506.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -529588.062500 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -529588.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -529648.000000 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -529648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -529673.687500 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -529673.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -529693.937500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -529693.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -529709.312500 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -529709.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -529728.000000 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -529728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -529738.312500 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -529738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -529748.625000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -529748.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -529752.937500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -529752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -529754.312500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -529754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -529759.562500 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -529759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -529763.687500 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -529763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -529766.562500 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -529766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -529767.500000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -529767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -529767.937500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -529767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -529768.625000 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -529768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -529769.875000 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -529769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -529771.000000 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -529771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -529771.812500 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -529771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -529774.125000 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -529774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -529774.750000 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -529774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -529775.125000 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -529775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -529775.250000 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -529775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -529775.187500 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -529775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -529774.625000 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -529774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -529775.437500 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -529775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -529777.437500 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -529777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -529778.937500 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -529778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -529781.500000 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -529781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -529783.500000 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -529783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -529784.062500 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -529784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -529784.500000 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -529784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -529784.937500 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -529784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -529784.937500 Penalty: 4162.697754
	Iteration 42F: 3 clusters Score -529784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2380 members 
Entering Unmasked Estep 
Score: -104963552.000000 Penalty: 118401.421875
Splitting cluster 7 changes total score from -104964512.000000 to -104963552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (34024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Entering Unmasked Estep 
Score: -4478088.000000 Penalty: 2587.835693
	Iteration 0F: 2 clusters Score -4478088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4454791.000000 Penalty: 5175.671387
	Iteration 0F: 3 clusters Score -4454791 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4463324.000000 Penalty: 5175.671387
	Iteration 1F: 3 clusters Score -4463324 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4463799.500000 Penalty: 5175.671387
	Iteration 2Q: 3 clusters Score -4463800 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4464214.000000 Penalty: 5175.671387
	Iteration 3Q: 3 clusters Score -4464214 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4464615.000000 Penalty: 5175.671387
	Iteration 4Q: 3 clusters Score -4464615 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4464960.500000 Penalty: 5175.671387
	Iteration 5Q: 3 clusters Score -4464960 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4465358.000000 Penalty: 5175.671387
	Iteration 6Q: 3 clusters Score -4465358 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4465797.000000 Penalty: 5175.671387
	Iteration 7Q: 3 clusters Score -4465797 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4466357.500000 Penalty: 5175.671387
	Iteration 8Q: 3 clusters Score -4466358 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4467211.000000 Penalty: 5175.671387
	Iteration 9Q: 3 clusters Score -4467211 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4468380.500000 Penalty: 5175.671387
	Iteration 10F: 3 clusters Score -4468380 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4469741.000000 Penalty: 5175.671387
	Iteration 11F: 3 clusters Score -4469741 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4471157.500000 Penalty: 5175.671387
	Iteration 12F: 3 clusters Score -4471158 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4472242.500000 Penalty: 5175.671387
	Iteration 13Q: 3 clusters Score -4472242 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4472906.000000 Penalty: 5175.671387
	Iteration 14Q: 3 clusters Score -4472906 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4473324.000000 Penalty: 5175.671387
	Iteration 15Q: 3 clusters Score -4473324 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -4473573.000000 Penalty: 5175.671387
	Iteration 16Q: 3 clusters Score -4473573 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4473784.500000 Penalty: 5175.671387
	Iteration 17Q: 3 clusters Score -4473784 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4473980.500000 Penalty: 5175.671387
	Iteration 18Q: 3 clusters Score -4473980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4474150.000000 Penalty: 5175.671387
	Iteration 19Q: 3 clusters Score -4474150 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -4474304.500000 Penalty: 5175.671387
	Iteration 20F: 3 clusters Score -4474304 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4474464.000000 Penalty: 5175.671387
	Iteration 21Q: 3 clusters Score -4474464 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4474598.000000 Penalty: 5175.671387
	Iteration 22Q: 3 clusters Score -4474598 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4474722.500000 Penalty: 5175.671387
	Iteration 23Q: 3 clusters Score -4474722 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4474827.500000 Penalty: 5175.671387
	Iteration 24Q: 3 clusters Score -4474828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4474922.500000 Penalty: 5175.671387
	Iteration 25Q: 3 clusters Score -4474922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4474998.500000 Penalty: 5175.671387
	Iteration 26Q: 3 clusters Score -4474998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4475054.000000 Penalty: 5175.671387
	Iteration 27Q: 3 clusters Score -4475054 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4475127.500000 Penalty: 5175.671387
	Iteration 28Q: 3 clusters Score -4475128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4475170.000000 Penalty: 5175.671387
	Iteration 29Q: 3 clusters Score -4475170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4475217.500000 Penalty: 5175.671387
	Iteration 30Q: 3 clusters Score -4475218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4475275.000000 Penalty: 5175.671387
	Iteration 31Q: 3 clusters Score -4475275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4475316.000000 Penalty: 5175.671387
	Iteration 32Q: 3 clusters Score -4475316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4475342.000000 Penalty: 5175.671387
	Iteration 33Q: 3 clusters Score -4475342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4475374.000000 Penalty: 5175.671387
	Iteration 34Q: 3 clusters Score -4475374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4475404.000000 Penalty: 5175.671387
	Iteration 35Q: 3 clusters Score -4475404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4475447.500000 Penalty: 5175.671387
	Iteration 36Q: 3 clusters Score -4475448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4475465.000000 Penalty: 5175.671387
	Iteration 37Q: 3 clusters Score -4475465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4475501.000000 Penalty: 5175.671387
	Iteration 38Q: 3 clusters Score -4475501 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4475546.000000 Penalty: 5175.671387
	Iteration 39Q: 3 clusters Score -4475546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4475578.000000 Penalty: 5175.671387
	Iteration 40F: 3 clusters Score -4475578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4475615.000000 Penalty: 5175.671387
	Iteration 41Q: 3 clusters Score -4475615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4475647.000000 Penalty: 5175.671387
	Iteration 42Q: 3 clusters Score -4475647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4475658.000000 Penalty: 5175.671387
	Iteration 43Q: 3 clusters Score -4475658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4475688.500000 Penalty: 5175.671387
	Iteration 44Q: 3 clusters Score -4475688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4475703.000000 Penalty: 5175.671387
	Iteration 45Q: 3 clusters Score -4475703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4475734.000000 Penalty: 5175.671387
	Iteration 46Q: 3 clusters Score -4475734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4475744.000000 Penalty: 5175.671387
	Iteration 47Q: 3 clusters Score -4475744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4475763.000000 Penalty: 5175.671387
	Iteration 48Q: 3 clusters Score -4475763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4475773.500000 Penalty: 5175.671387
	Iteration 49Q: 3 clusters Score -4475774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4475773.000000 Penalty: 5175.671387
	Iteration 50Q: 3 clusters Score -4475773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4475789.000000 Penalty: 5175.671387
	Iteration 51Q: 3 clusters Score -4475789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4475799.000000 Penalty: 5175.671387
	Iteration 52Q: 3 clusters Score -4475799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4475800.000000 Penalty: 5175.671387
	Iteration 53Q: 3 clusters Score -4475800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4475803.000000 Penalty: 5175.671387
	Iteration 54Q: 3 clusters Score -4475803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4475803.500000 Penalty: 5175.671387
	Iteration 55Q: 3 clusters Score -4475804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4475807.000000 Penalty: 5175.671387
	Iteration 56Q: 3 clusters Score -4475807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4475812.500000 Penalty: 5175.671387
	Iteration 57Q: 3 clusters Score -4475812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4475809.000000 Penalty: 5175.671387
	Iteration 58Q: 3 clusters Score -4475809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4475811.500000 Penalty: 5175.671387
	Iteration 59Q: 3 clusters Score -4475812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4475813.000000 Penalty: 5175.671387
	Iteration 60F: 3 clusters Score -4475813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4475823.000000 Penalty: 5175.671387
	Iteration 61Q: 3 clusters Score -4475823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4475822.500000 Penalty: 5175.671387
	Iteration 62Q: 3 clusters Score -4475822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4475826.000000 Penalty: 5175.671387
	Iteration 63Q: 3 clusters Score -4475826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4475825.500000 Penalty: 5175.671387
	Iteration 64Q: 3 clusters Score -4475826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4475825.500000 Penalty: 5175.671387
	Iteration 65Q: 3 clusters Score -4475826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4475833.500000 Penalty: 5175.671387
	Iteration 66Q: 3 clusters Score -4475834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4475842.000000 Penalty: 5175.671387
	Iteration 67Q: 3 clusters Score -4475842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4475840.500000 Penalty: 5175.671387
	Iteration 68Q: 3 clusters Score -4475840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4475849.000000 Penalty: 5175.671387
	Iteration 69Q: 3 clusters Score -4475849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4475852.000000 Penalty: 5175.671387
	Iteration 70Q: 3 clusters Score -4475852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4475847.500000 Penalty: 5175.671387
	Iteration 71Q: 3 clusters Score -4475848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4475846.500000 Penalty: 5175.671387
	Iteration 72Q: 3 clusters Score -4475846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4475847.500000 Penalty: 5175.671387
	Iteration 73Q: 3 clusters Score -4475848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4475852.000000 Penalty: 5175.671387
	Iteration 74Q: 3 clusters Score -4475852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4475847.000000 Penalty: 5175.671387
	Iteration 75Q: 3 clusters Score -4475847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4475853.000000 Penalty: 5175.671387
	Iteration 76Q: 3 clusters Score -4475853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4475854.000000 Penalty: 5175.671387
	Iteration 77Q: 3 clusters Score -4475854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4475854.000000 Penalty: 5175.671387
	Iteration 78F: 3 clusters Score -4475854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -488936.531250 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -488936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -485047.250000 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -485047.2 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -485920.125000 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -485920.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -486121.968750 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -486122 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -486244.875000 Penalty: 4106.352539
	Iteration 3F: 3 clusters Score -486244.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -486319.875000 Penalty: 4106.352539
	Iteration 4Q: 3 clusters Score -486319.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486377.812500 Penalty: 4106.352539
	Iteration 5Q: 3 clusters Score -486377.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -486425.375000 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -486425.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -486461.375000 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -486461.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -486498.468750 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -486498.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -486517.406250 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -486517.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -486535.156250 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -486535.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -486552.125000 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -486552.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -486564.500000 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -486564.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -486576.593750 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -486576.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -486586.125000 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -486586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -486589.593750 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -486589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -486594.125000 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -486594.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -486599.125000 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -486599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486604.343750 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -486604.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -486608.968750 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -486609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -486613.031250 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -486613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -486617.031250 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -486617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -486619.437500 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -486619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -486620.906250 Penalty: 4106.352539
	Iteration 23Q: 3 clusters Score -486620.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -486625.937500 Penalty: 4106.352539
	Iteration 24Q: 3 clusters Score -486625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -486628.718750 Penalty: 4106.352539
	Iteration 25Q: 3 clusters Score -486628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -486632.906250 Penalty: 4106.352539
	Iteration 26Q: 3 clusters Score -486632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -486634.812500 Penalty: 4106.352539
	Iteration 27Q: 3 clusters Score -486634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -486635.406250 Penalty: 4106.352539
	Iteration 28Q: 3 clusters Score -486635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -486636.437500 Penalty: 4106.352539
	Iteration 29Q: 3 clusters Score -486636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -486638.718750 Penalty: 4106.352539
	Iteration 30Q: 3 clusters Score -486638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -486639.000000 Penalty: 4106.352539
	Iteration 31Q: 3 clusters Score -486639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -486639.625000 Penalty: 4106.352539
	Iteration 32Q: 3 clusters Score -486639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -486640.062500 Penalty: 4106.352539
	Iteration 33Q: 3 clusters Score -486640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -486640.062500 Penalty: 4106.352539
	Iteration 34F: 3 clusters Score -486640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Entering Unmasked Estep 
Score: -5635101.000000 Penalty: 2652.496826
	Iteration 0F: 2 clusters Score -5635101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5605195.500000 Penalty: 5304.993652
	Iteration 0F: 3 clusters Score -5605196 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5616323.500000 Penalty: 5304.993652
	Iteration 1F: 3 clusters Score -5616324 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5616805.000000 Penalty: 5304.993652
	Iteration 2Q: 3 clusters Score -5616805 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5617277.500000 Penalty: 5304.993652
	Iteration 3Q: 3 clusters Score -5617278 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -5617967.000000 Penalty: 5304.993652
	Iteration 4Q: 3 clusters Score -5617967 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5618937.000000 Penalty: 5304.993652
	Iteration 5Q: 3 clusters Score -5618937 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5620499.000000 Penalty: 5304.993652
	Iteration 6F: 3 clusters Score -5620499 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5622849.000000 Penalty: 5304.993652
	Iteration 7F: 3 clusters Score -5622849 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5625960.000000 Penalty: 5304.993652
	Iteration 8F: 3 clusters Score -5625960 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5628925.500000 Penalty: 5304.993652
	Iteration 9F: 3 clusters Score -5628926 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5631045.500000 Penalty: 5304.993652
	Iteration 10Q: 3 clusters Score -5631046 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5632102.500000 Penalty: 5304.993652
	Iteration 11Q: 3 clusters Score -5632102 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -5632507.000000 Penalty: 5304.993652
	Iteration 12Q: 3 clusters Score -5632507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5632654.000000 Penalty: 5304.993652
	Iteration 13Q: 3 clusters Score -5632654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5632735.500000 Penalty: 5304.993652
	Iteration 14Q: 3 clusters Score -5632736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5632774.000000 Penalty: 5304.993652
	Iteration 15Q: 3 clusters Score -5632774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -5632805.500000 Penalty: 5304.993652
	Iteration 16Q: 3 clusters Score -5632806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5632826.000000 Penalty: 5304.993652
	Iteration 17Q: 3 clusters Score -5632826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5632831.500000 Penalty: 5304.993652
	Iteration 18Q: 3 clusters Score -5632832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5632832.500000 Penalty: 5304.993652
	Iteration 19Q: 3 clusters Score -5632832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5632836.500000 Penalty: 5304.993652
	Iteration 20F: 3 clusters Score -5632836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5632841.500000 Penalty: 5304.993652
	Iteration 21Q: 3 clusters Score -5632842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5632844.500000 Penalty: 5304.993652
	Iteration 22Q: 3 clusters Score -5632844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5632844.500000 Penalty: 5304.993652
	Iteration 23F: 3 clusters Score -5632844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Entering Unmasked Estep 
Score: -2128158.000000 Penalty: 2440.917725
	Iteration 0F: 2 clusters Score -2128158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2114777.250000 Penalty: 4881.835449
	Iteration 0F: 3 clusters Score -2114777 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2119388.750000 Penalty: 4881.835449
	Iteration 1F: 3 clusters Score -2119389 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2119857.500000 Penalty: 4881.835449
	Iteration 2F: 3 clusters Score -2119858 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2120227.250000 Penalty: 4881.835449
	Iteration 3Q: 3 clusters Score -2120227 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2120569.000000 Penalty: 4881.835449
	Iteration 4Q: 3 clusters Score -2120569 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2120839.250000 Penalty: 4881.835449
	Iteration 5Q: 3 clusters Score -2120839 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2121046.500000 Penalty: 4881.835449
	Iteration 6Q: 3 clusters Score -2121046 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2121238.500000 Penalty: 4881.835449
	Iteration 7Q: 3 clusters Score -2121238 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2121375.250000 Penalty: 4881.835449
	Iteration 8Q: 3 clusters Score -2121375 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2121524.750000 Penalty: 4881.835449
	Iteration 9Q: 3 clusters Score -2121525 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2121627.250000 Penalty: 4881.835449
	Iteration 10Q: 3 clusters Score -2121627 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2121756.000000 Penalty: 4881.835449
	Iteration 11Q: 3 clusters Score -2121756 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2121878.000000 Penalty: 4881.835449
	Iteration 12Q: 3 clusters Score -2121878 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2122034.000000 Penalty: 4881.835449
	Iteration 13Q: 3 clusters Score -2122034 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2122205.000000 Penalty: 4881.835449
	Iteration 14Q: 3 clusters Score -2122205 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2122398.250000 Penalty: 4881.835449
	Iteration 15Q: 3 clusters Score -2122398 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2122630.000000 Penalty: 4881.835449
	Iteration 16Q: 3 clusters Score -2122630 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2122912.750000 Penalty: 4881.835449
	Iteration 17Q: 3 clusters Score -2122913 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2123267.000000 Penalty: 4881.835449
	Iteration 18Q: 3 clusters Score -2123267 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2123654.500000 Penalty: 4881.835449
	Iteration 19Q: 3 clusters Score -2123654 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2124016.250000 Penalty: 4881.835449
	Iteration 20F: 3 clusters Score -2124016 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2124361.500000 Penalty: 4881.835449
	Iteration 21Q: 3 clusters Score -2124362 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2124685.000000 Penalty: 4881.835449
	Iteration 22Q: 3 clusters Score -2124685 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2124949.250000 Penalty: 4881.835449
	Iteration 23Q: 3 clusters Score -2124949 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2125149.250000 Penalty: 4881.835449
	Iteration 24Q: 3 clusters Score -2125149 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2125322.000000 Penalty: 4881.835449
	Iteration 25Q: 3 clusters Score -2125322 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2125464.500000 Penalty: 4881.835449
	Iteration 26Q: 3 clusters Score -2125464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2125602.000000 Penalty: 4881.835449
	Iteration 27Q: 3 clusters Score -2125602 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2125715.750000 Penalty: 4881.835449
	Iteration 28Q: 3 clusters Score -2125716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2125825.500000 Penalty: 4881.835449
	Iteration 29Q: 3 clusters Score -2125826 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2125926.500000 Penalty: 4881.835449
	Iteration 30Q: 3 clusters Score -2125926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2126002.500000 Penalty: 4881.835449
	Iteration 31Q: 3 clusters Score -2126002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2126067.250000 Penalty: 4881.835449
	Iteration 32Q: 3 clusters Score -2126067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2126109.750000 Penalty: 4881.835449
	Iteration 33Q: 3 clusters Score -2126110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2126142.000000 Penalty: 4881.835449
	Iteration 34Q: 3 clusters Score -2126142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2126157.000000 Penalty: 4881.835449
	Iteration 35Q: 3 clusters Score -2126157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2126176.250000 Penalty: 4881.835449
	Iteration 36Q: 3 clusters Score -2126176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2126193.250000 Penalty: 4881.835449
	Iteration 37Q: 3 clusters Score -2126193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2126207.500000 Penalty: 4881.835449
	Iteration 38Q: 3 clusters Score -2126208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2126218.000000 Penalty: 4881.835449
	Iteration 39Q: 3 clusters Score -2126218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2126228.250000 Penalty: 4881.835449
	Iteration 40F: 3 clusters Score -2126228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2126240.250000 Penalty: 4881.835449
	Iteration 41Q: 3 clusters Score -2126240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2126250.750000 Penalty: 4881.835449
	Iteration 42Q: 3 clusters Score -2126251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2126257.750000 Penalty: 4881.835449
	Iteration 43Q: 3 clusters Score -2126258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2126260.750000 Penalty: 4881.835449
	Iteration 44Q: 3 clusters Score -2126261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2126264.250000 Penalty: 4881.835449
	Iteration 45Q: 3 clusters Score -2126264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2126263.000000 Penalty: 4881.835449
	Iteration 46Q: 3 clusters Score -2126263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2126267.500000 Penalty: 4881.835449
	Iteration 47Q: 3 clusters Score -2126268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2126267.500000 Penalty: 4881.835449
	Iteration 48Q: 3 clusters Score -2126268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2126267.500000 Penalty: 4881.835449
	Iteration 49Q: 3 clusters Score -2126268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2126267.500000 Penalty: 4881.835449
	Iteration 50F: 3 clusters Score -2126268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -3206657.250000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -3206657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3189985.000000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -3189985 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3195673.750000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -3195674 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3196118.500000 Penalty: 5006.472656
	Iteration 2F: 3 clusters Score -3196118 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3196546.250000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -3196546 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3196946.500000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -3196946 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3197383.000000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -3197383 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3197852.250000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -3197852 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3198485.000000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -3198485 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3199213.000000 Penalty: 5006.472656
	Iteration 8Q: 3 clusters Score -3199213 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3200071.000000 Penalty: 5006.472656
	Iteration 9F: 3 clusters Score -3200071 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3200940.000000 Penalty: 5006.472656
	Iteration 10Q: 3 clusters Score -3200940 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3201662.500000 Penalty: 5006.472656
	Iteration 11Q: 3 clusters Score -3201662 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3202177.250000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -3202177 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3202451.500000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -3202452 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3202618.500000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -3202618 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3202778.000000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -3202778 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3202893.250000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -3202893 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3203018.250000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -3203018 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3203152.500000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -3203152 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3203291.500000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -3203292 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3203368.750000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -3203369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3203462.000000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -3203462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3203546.250000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -3203546 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3203635.500000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -3203636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3203737.000000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -3203737 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3203812.250000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -3203812 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3203886.250000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -3203886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3203964.250000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -3203964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3204017.750000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -3204018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3204071.750000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -3204072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3204104.000000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -3204104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3204138.000000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -3204138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3204168.750000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -3204169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3204187.500000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -3204188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3204207.750000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -3204208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3204229.000000 Penalty: 5006.472656
	Iteration 35Q: 3 clusters Score -3204229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3204238.000000 Penalty: 5006.472656
	Iteration 36Q: 3 clusters Score -3204238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3204248.250000 Penalty: 5006.472656
	Iteration 37Q: 3 clusters Score -3204248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3204260.750000 Penalty: 5006.472656
	Iteration 38Q: 3 clusters Score -3204261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3204276.250000 Penalty: 5006.472656
	Iteration 39Q: 3 clusters Score -3204276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3204283.500000 Penalty: 5006.472656
	Iteration 40F: 3 clusters Score -3204284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3204292.000000 Penalty: 5006.472656
	Iteration 41Q: 3 clusters Score -3204292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3204297.750000 Penalty: 5006.472656
	Iteration 42Q: 3 clusters Score -3204298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3204310.500000 Penalty: 5006.472656
	Iteration 43Q: 3 clusters Score -3204310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3204309.250000 Penalty: 5006.472656
	Iteration 44Q: 3 clusters Score -3204309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3204319.000000 Penalty: 5006.472656
	Iteration 45Q: 3 clusters Score -3204319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3204328.250000 Penalty: 5006.472656
	Iteration 46Q: 3 clusters Score -3204328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3204323.000000 Penalty: 5006.472656
	Iteration 47Q: 3 clusters Score -3204323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3204322.250000 Penalty: 5006.472656
	Iteration 48Q: 3 clusters Score -3204322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3204318.250000 Penalty: 5006.472656
	Iteration 49Q: 3 clusters Score -3204318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3204321.250000 Penalty: 5006.472656
	Iteration 50Q: 3 clusters Score -3204321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3204319.500000 Penalty: 5006.472656
	Iteration 51Q: 3 clusters Score -3204320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3204323.250000 Penalty: 5006.472656
	Iteration 52Q: 3 clusters Score -3204323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3204326.000000 Penalty: 5006.472656
	Iteration 53Q: 3 clusters Score -3204326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3204329.250000 Penalty: 5006.472656
	Iteration 54Q: 3 clusters Score -3204329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3204336.000000 Penalty: 5006.472656
	Iteration 55Q: 3 clusters Score -3204336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3204336.250000 Penalty: 5006.472656
	Iteration 56Q: 3 clusters Score -3204336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3204338.750000 Penalty: 5006.472656
	Iteration 57Q: 3 clusters Score -3204339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3204343.750000 Penalty: 5006.472656
	Iteration 58Q: 3 clusters Score -3204344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3204346.000000 Penalty: 5006.472656
	Iteration 59Q: 3 clusters Score -3204346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3204347.000000 Penalty: 5006.472656
	Iteration 60F: 3 clusters Score -3204347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3204345.000000 Penalty: 5006.472656
	Iteration 61Q: 3 clusters Score -3204345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3204346.500000 Penalty: 5006.472656
	Iteration 62Q: 3 clusters Score -3204346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3204346.500000 Penalty: 5006.472656
	Iteration 63F: 3 clusters Score -3204346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1349841.625000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1349842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1341508.000000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1341508 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1344381.375000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1344381 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1344947.000000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1344947 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1347075 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1347087 nChanged 64
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1347103 nChanged 59
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1347118 nChanged 59
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1347127 nChanged 46
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Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1347140.250000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1347140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1347143.375000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1347143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1347151.750000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1347152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1347160 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1347167.500000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1347168 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1347177.250000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1347177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1347186 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1347191.000000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1347191 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1347196.250000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1347196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1347202 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1347207.750000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1347208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1347211.875000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1347212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
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Entering Unmasked Estep 
Score: -1347223.125000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1347223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1347230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1347232.625000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1347233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1347238 nChanged 31
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Mstep: Class 1 contains 5347 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1347239 nChanged 22
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1347248 nChanged 23
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Mstep: Class 1 contains 5392 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1347250 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1347257 nChanged 22
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1347260 nChanged 18
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Mstep: Class 1 contains 5453 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1347261 nChanged 18
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1347262 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1347264.625000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1347265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1347266 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1347266 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5524 members 
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Entering Unmasked Estep 
Score: -1347271.125000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1347271 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1347271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1347279.000000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1347279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1347280.250000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1347280 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1347283.750000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1347284 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1347285.000000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1347285 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1347290.875000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1347291 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5685 members 
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Entering Unmasked Estep 
Score: -1347293.375000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1347293 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1347296 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1347300.250000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1347300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1347305 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1347305 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1347309.625000 Penalty: 4619.957520
	Iteration 54Q: 3 clusters Score -1347310 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1347307.250000 Penalty: 4619.957520
	Iteration 55Q: 3 clusters Score -1347307 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1347317.125000 Penalty: 4619.957520
	Iteration 56Q: 3 clusters Score -1347317 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1347319.250000 Penalty: 4619.957520
	Iteration 57Q: 3 clusters Score -1347319 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1347323.750000 Penalty: 4619.957520
	Iteration 58Q: 3 clusters Score -1347324 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1347325.375000 Penalty: 4619.957520
	Iteration 59Q: 3 clusters Score -1347325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1347328.750000 Penalty: 4619.957520
	Iteration 60F: 3 clusters Score -1347329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1347333.125000 Penalty: 4619.957520
	Iteration 61Q: 3 clusters Score -1347333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1347333 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1347334.875000 Penalty: 4619.957520
	Iteration 63Q: 3 clusters Score -1347335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1347337.375000 Penalty: 4619.957520
	Iteration 64Q: 3 clusters Score -1347337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1347334.875000 Penalty: 4619.957520
	Iteration 65Q: 3 clusters Score -1347335 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1347337.875000 Penalty: 4619.957520
	Iteration 66Q: 3 clusters Score -1347338 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1347341.875000 Penalty: 4619.957520
	Iteration 67Q: 3 clusters Score -1347342 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1347346.250000 Penalty: 4619.957520
	Iteration 68Q: 3 clusters Score -1347346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1347351.250000 Penalty: 4619.957520
	Iteration 69Q: 3 clusters Score -1347351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1347355.250000 Penalty: 4619.957520
	Iteration 70Q: 3 clusters Score -1347355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1347360.250000 Penalty: 4619.957520
	Iteration 71Q: 3 clusters Score -1347360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1347362.250000 Penalty: 4619.957520
	Iteration 72Q: 3 clusters Score -1347362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1347368.250000 Penalty: 4619.957520
	Iteration 73Q: 3 clusters Score -1347368 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1347369.875000 Penalty: 4619.957520
	Iteration 74Q: 3 clusters Score -1347370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1347372.250000 Penalty: 4619.957520
	Iteration 75Q: 3 clusters Score -1347372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1347379.750000 Penalty: 4619.957520
	Iteration 76Q: 3 clusters Score -1347380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1347382.000000 Penalty: 4619.957520
	Iteration 77Q: 3 clusters Score -1347382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1347386.625000 Penalty: 4619.957520
	Iteration 78Q: 3 clusters Score -1347387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1347392.625000 Penalty: 4619.957520
	Iteration 79Q: 3 clusters Score -1347393 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1347399.250000 Penalty: 4619.957520
	Iteration 80F: 3 clusters Score -1347399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1347400.375000 Penalty: 4619.957520
	Iteration 81Q: 3 clusters Score -1347400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1347409.250000 Penalty: 4619.957520
	Iteration 82Q: 3 clusters Score -1347409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1347408.500000 Penalty: 4619.957520
	Iteration 83Q: 3 clusters Score -1347408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1347413.625000 Penalty: 4619.957520
	Iteration 84Q: 3 clusters Score -1347414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1347418.625000 Penalty: 4619.957520
	Iteration 85Q: 3 clusters Score -1347419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1347422.000000 Penalty: 4619.957520
	Iteration 86Q: 3 clusters Score -1347422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1347430.500000 Penalty: 4619.957520
	Iteration 87Q: 3 clusters Score -1347430 nChanged 27
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1347434.625000 Penalty: 4619.957520
	Iteration 88Q: 3 clusters Score -1347435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
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Entering Unmasked Estep 
Score: -1347440.625000 Penalty: 4619.957520
	Iteration 89Q: 3 clusters Score -1347441 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1347446.125000 Penalty: 4619.957520
	Iteration 90Q: 3 clusters Score -1347446 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1347446.625000 Penalty: 4619.957520
	Iteration 91Q: 3 clusters Score -1347447 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1347447.875000 Penalty: 4619.957520
	Iteration 92Q: 3 clusters Score -1347448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1347457.375000 Penalty: 4619.957520
	Iteration 93Q: 3 clusters Score -1347457 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1347461.875000 Penalty: 4619.957520
	Iteration 94Q: 3 clusters Score -1347462 nChanged 25
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1347466.500000 Penalty: 4619.957520
	Iteration 95Q: 3 clusters Score -1347466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1347473.375000 Penalty: 4619.957520
	Iteration 96Q: 3 clusters Score -1347473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1347475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1347482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1347488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1347491.000000 Penalty: 4619.957520
	Iteration 100F: 3 clusters Score -1347491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1347491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1347493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1347498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1347503.750000 Penalty: 4619.957520
	Iteration 104Q: 3 clusters Score -1347504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1347505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1347510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1347514.625000 Penalty: 4619.957520
	Iteration 107Q: 3 clusters Score -1347515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1347520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1347520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1347529 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1347532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1347538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1347543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1347547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1347559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1347559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1347570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1347575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1347578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1347590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1347596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1347599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1347605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1347613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1347621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1347627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1347635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1347638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1347642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1347643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1347650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1347659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1347662 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1347668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1347673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1347680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1347688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1347699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1347705.125000 Penalty: 4619.957520
	Iteration 139Q: 3 clusters Score -1347705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1347714.750000 Penalty: 4619.957520
	Iteration 140F: 3 clusters Score -1347715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1347725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1347737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1347738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1347748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1347761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1347764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1347775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1347782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1347788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1347790.625000 Penalty: 4619.957520
	Iteration 150Q: 3 clusters Score -1347791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1347793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1347793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1347794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1347797.750000 Penalty: 4619.957520
	Iteration 154Q: 3 clusters Score -1347798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1347800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1347801.000000 Penalty: 4619.957520
	Iteration 156Q: 3 clusters Score -1347801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1347800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1347805.875000 Penalty: 4619.957520
	Iteration 158Q: 3 clusters Score -1347806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1347808.000000 Penalty: 4619.957520
	Iteration 159Q: 3 clusters Score -1347808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1347812.375000 Penalty: 4619.957520
	Iteration 160F: 3 clusters Score -1347812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1347816.750000 Penalty: 4619.957520
	Iteration 161Q: 3 clusters Score -1347817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1347819.500000 Penalty: 4619.957520
	Iteration 162Q: 3 clusters Score -1347820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1347830.625000 Penalty: 4619.957520
	Iteration 163Q: 3 clusters Score -1347831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1347831.625000 Penalty: 4619.957520
	Iteration 164Q: 3 clusters Score -1347832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1347836.500000 Penalty: 4619.957520
	Iteration 165Q: 3 clusters Score -1347836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1347837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1347844.000000 Penalty: 4619.957520
	Iteration 167Q: 3 clusters Score -1347844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1347852.625000 Penalty: 4619.957520
	Iteration 168Q: 3 clusters Score -1347853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1347858.750000 Penalty: 4619.957520
	Iteration 169Q: 3 clusters Score -1347859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1347869.000000 Penalty: 4619.957520
	Iteration 170Q: 3 clusters Score -1347869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1347875.750000 Penalty: 4619.957520
	Iteration 171Q: 3 clusters Score -1347876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1347879.250000 Penalty: 4619.957520
	Iteration 172Q: 3 clusters Score -1347879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1347887 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1347892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1347896.125000 Penalty: 4619.957520
	Iteration 175Q: 3 clusters Score -1347896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1347906.750000 Penalty: 4619.957520
	Iteration 176Q: 3 clusters Score -1347907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1347908.875000 Penalty: 4619.957520
	Iteration 177Q: 3 clusters Score -1347909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1347908.875000 Penalty: 4619.957520
	Iteration 178Q: 3 clusters Score -1347909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1347910.500000 Penalty: 4619.957520
	Iteration 179Q: 3 clusters Score -1347910 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1347912.500000 Penalty: 4619.957520
	Iteration 180F: 3 clusters Score -1347912 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1347918.500000 Penalty: 4619.957520
	Iteration 181Q: 3 clusters Score -1347918 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1347921.000000 Penalty: 4619.957520
	Iteration 182Q: 3 clusters Score -1347921 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1347922.125000 Penalty: 4619.957520
	Iteration 183Q: 3 clusters Score -1347922 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1347923.000000 Penalty: 4619.957520
	Iteration 184Q: 3 clusters Score -1347923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1347923.875000 Penalty: 4619.957520
	Iteration 185Q: 3 clusters Score -1347924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1347926.250000 Penalty: 4619.957520
	Iteration 186Q: 3 clusters Score -1347926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1347925.375000 Penalty: 4619.957520
	Iteration 187Q: 3 clusters Score -1347925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1347927.875000 Penalty: 4619.957520
	Iteration 188Q: 3 clusters Score -1347928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1347929.000000 Penalty: 4619.957520
	Iteration 189Q: 3 clusters Score -1347929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1347928.750000 Penalty: 4619.957520
	Iteration 190Q: 3 clusters Score -1347929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1347929.000000 Penalty: 4619.957520
	Iteration 191Q: 3 clusters Score -1347929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1347925.000000 Penalty: 4619.957520
	Iteration 192Q: 3 clusters Score -1347925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1347931.000000 Penalty: 4619.957520
	Iteration 193Q: 3 clusters Score -1347931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1347932.000000 Penalty: 4619.957520
	Iteration 194Q: 3 clusters Score -1347932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1347928.875000 Penalty: 4619.957520
	Iteration 195Q: 3 clusters Score -1347929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1347932.000000 Penalty: 4619.957520
	Iteration 196Q: 3 clusters Score -1347932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1347936.000000 Penalty: 4619.957520
	Iteration 197Q: 3 clusters Score -1347936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1347936.000000 Penalty: 4619.957520
	Iteration 198Q: 3 clusters Score -1347936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1347938.750000 Penalty: 4619.957520
	Iteration 199Q: 3 clusters Score -1347939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1347942.125000 Penalty: 4619.957520
	Iteration 200F: 3 clusters Score -1347942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1347941.875000 Penalty: 4619.957520
	Iteration 201Q: 3 clusters Score -1347942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1347945.125000 Penalty: 4619.957520
	Iteration 202Q: 3 clusters Score -1347945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1347948.500000 Penalty: 4619.957520
	Iteration 203Q: 3 clusters Score -1347948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1347951.375000 Penalty: 4619.957520
	Iteration 204Q: 3 clusters Score -1347951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1347956.375000 Penalty: 4619.957520
	Iteration 205Q: 3 clusters Score -1347956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1347956.750000 Penalty: 4619.957520
	Iteration 206Q: 3 clusters Score -1347957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1347960.625000 Penalty: 4619.957520
	Iteration 207Q: 3 clusters Score -1347961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1347963.875000 Penalty: 4619.957520
	Iteration 208Q: 3 clusters Score -1347964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1347962.000000 Penalty: 4619.957520
	Iteration 209Q: 3 clusters Score -1347962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1347960.625000 Penalty: 4619.957520
	Iteration 210Q: 3 clusters Score -1347961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1347960.375000 Penalty: 4619.957520
	Iteration 211Q: 3 clusters Score -1347960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1347960.625000 Penalty: 4619.957520
	Iteration 212Q: 3 clusters Score -1347961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1347960.625000 Penalty: 4619.957520
	Iteration 213F: 3 clusters Score -1347961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -1464381.875000 Penalty: 2318.566406
	Iteration 0F: 2 clusters Score -1464382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1455757.375000 Penalty: 4637.132812
	Iteration 0F: 3 clusters Score -1455757 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1458364.250000 Penalty: 4637.132812
	Iteration 1F: 3 clusters Score -1458364 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1458680.250000 Penalty: 4637.132812
	Iteration 2F: 3 clusters Score -1458680 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1458954.250000 Penalty: 4637.132812
	Iteration 3F: 3 clusters Score -1458954 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1459176.375000 Penalty: 4637.132812
	Iteration 4Q: 3 clusters Score -1459176 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1459359.375000 Penalty: 4637.132812
	Iteration 5Q: 3 clusters Score -1459359 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1459534.000000 Penalty: 4637.132812
	Iteration 6Q: 3 clusters Score -1459534 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1459734.625000 Penalty: 4637.132812
	Iteration 7Q: 3 clusters Score -1459735 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1459931.875000 Penalty: 4637.132812
	Iteration 8Q: 3 clusters Score -1459932 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1460149.500000 Penalty: 4637.132812
	Iteration 9Q: 3 clusters Score -1460150 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1460426.625000 Penalty: 4637.132812
	Iteration 10Q: 3 clusters Score -1460427 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1460734.375000 Penalty: 4637.132812
	Iteration 11Q: 3 clusters Score -1460734 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1461039.750000 Penalty: 4637.132812
	Iteration 12Q: 3 clusters Score -1461040 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1461390.875000 Penalty: 4637.132812
	Iteration 13Q: 3 clusters Score -1461391 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1461705.375000 Penalty: 4637.132812
	Iteration 14Q: 3 clusters Score -1461705 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1461957.500000 Penalty: 4637.132812
	Iteration 15Q: 3 clusters Score -1461958 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1462154.125000 Penalty: 4637.132812
	Iteration 16Q: 3 clusters Score -1462154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1462303.500000 Penalty: 4637.132812
	Iteration 17Q: 3 clusters Score -1462304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1462388.500000 Penalty: 4637.132812
	Iteration 18Q: 3 clusters Score -1462388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1462446.000000 Penalty: 4637.132812
	Iteration 19Q: 3 clusters Score -1462446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1462494.000000 Penalty: 4637.132812
	Iteration 20F: 3 clusters Score -1462494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1462532.250000 Penalty: 4637.132812
	Iteration 21Q: 3 clusters Score -1462532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1462558.000000 Penalty: 4637.132812
	Iteration 22Q: 3 clusters Score -1462558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1462572.375000 Penalty: 4637.132812
	Iteration 23Q: 3 clusters Score -1462572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1462584.125000 Penalty: 4637.132812
	Iteration 24Q: 3 clusters Score -1462584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1462598.500000 Penalty: 4637.132812
	Iteration 25Q: 3 clusters Score -1462598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1462607.500000 Penalty: 4637.132812
	Iteration 26Q: 3 clusters Score -1462608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1462616.375000 Penalty: 4637.132812
	Iteration 27Q: 3 clusters Score -1462616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1462626.875000 Penalty: 4637.132812
	Iteration 28Q: 3 clusters Score -1462627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1462634.125000 Penalty: 4637.132812
	Iteration 29Q: 3 clusters Score -1462634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1462638.625000 Penalty: 4637.132812
	Iteration 30Q: 3 clusters Score -1462639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1462647.750000 Penalty: 4637.132812
	Iteration 31Q: 3 clusters Score -1462648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1462652.125000 Penalty: 4637.132812
	Iteration 32Q: 3 clusters Score -1462652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1462655.875000 Penalty: 4637.132812
	Iteration 33Q: 3 clusters Score -1462656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1462660.125000 Penalty: 4637.132812
	Iteration 34Q: 3 clusters Score -1462660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1462663.625000 Penalty: 4637.132812
	Iteration 35Q: 3 clusters Score -1462664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1462663.500000 Penalty: 4637.132812
	Iteration 36Q: 3 clusters Score -1462664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1462666.000000 Penalty: 4637.132812
	Iteration 37Q: 3 clusters Score -1462666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1462666.625000 Penalty: 4637.132812
	Iteration 38Q: 3 clusters Score -1462667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1462670.250000 Penalty: 4637.132812
	Iteration 39Q: 3 clusters Score -1462670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1462674.500000 Penalty: 4637.132812
	Iteration 40F: 3 clusters Score -1462674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1462675.500000 Penalty: 4637.132812
	Iteration 41Q: 3 clusters Score -1462676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1462677.500000 Penalty: 4637.132812
	Iteration 42Q: 3 clusters Score -1462678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1462678.500000 Penalty: 4637.132812
	Iteration 43Q: 3 clusters Score -1462678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1462680.000000 Penalty: 4637.132812
	Iteration 44Q: 3 clusters Score -1462680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1462683.000000 Penalty: 4637.132812
	Iteration 45Q: 3 clusters Score -1462683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1462683.000000 Penalty: 4637.132812
	Iteration 46F: 3 clusters Score -1462683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -315807.781250 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -315807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -312720.718750 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -312720.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -313389.437500 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -313389.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313599.375000 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -313599.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313735.531250 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -313735.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -313862.218750 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -313862.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313987.093750 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -313987.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314130.000000 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -314130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314268.500000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -314268.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -314386.343750 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -314386.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -314468.375000 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -314468.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -314524.343750 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -314524.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -314569.812500 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -314569.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314612.281250 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -314612.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314661.656250 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -314661.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314733.812500 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -314733.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -314820.281250 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -314820.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -314890.593750 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -314890.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314956.906250 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -314956.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -315007.531250 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -315007.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -315049.437500 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -315049.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -315072.750000 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -315072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -315081.375000 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -315081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -315085.437500 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -315085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -315086.531250 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -315086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -315086.531250 Penalty: 3921.464844
	Iteration 24F: 3 clusters Score -315086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -4522626.500000 Penalty: 2615.902832
	Iteration 0F: 2 clusters Score -4522626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4496764.000000 Penalty: 5231.805664
	Iteration 0F: 3 clusters Score -4496764 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4506409.000000 Penalty: 5231.805664
	Iteration 1F: 3 clusters Score -4506409 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4507166.500000 Penalty: 5231.805664
	Iteration 2Q: 3 clusters Score -4507166 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4507983.500000 Penalty: 5231.805664
	Iteration 3F: 3 clusters Score -4507984 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4508790.000000 Penalty: 5231.805664
	Iteration 4Q: 3 clusters Score -4508790 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4509658.000000 Penalty: 5231.805664
	Iteration 5Q: 3 clusters Score -4509658 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4510540.000000 Penalty: 5231.805664
	Iteration 6Q: 3 clusters Score -4510540 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4511403.500000 Penalty: 5231.805664
	Iteration 7Q: 3 clusters Score -4511404 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4512350.500000 Penalty: 5231.805664
	Iteration 8Q: 3 clusters Score -4512350 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4513262.000000 Penalty: 5231.805664
	Iteration 9Q: 3 clusters Score -4513262 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4514109.000000 Penalty: 5231.805664
	Iteration 10Q: 3 clusters Score -4514109 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4514821.500000 Penalty: 5231.805664
	Iteration 11Q: 3 clusters Score -4514822 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -4515432.500000 Penalty: 5231.805664
	Iteration 12Q: 3 clusters Score -4515432 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4515829.500000 Penalty: 5231.805664
	Iteration 13Q: 3 clusters Score -4515830 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4516098.500000 Penalty: 5231.805664
	Iteration 14Q: 3 clusters Score -4516098 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4516292.500000 Penalty: 5231.805664
	Iteration 15Q: 3 clusters Score -4516292 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4516451.000000 Penalty: 5231.805664
	Iteration 16Q: 3 clusters Score -4516451 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4516582.000000 Penalty: 5231.805664
	Iteration 17Q: 3 clusters Score -4516582 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4516735.500000 Penalty: 5231.805664
	Iteration 18Q: 3 clusters Score -4516736 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4516842.500000 Penalty: 5231.805664
	Iteration 19Q: 3 clusters Score -4516842 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4516992.000000 Penalty: 5231.805664
	Iteration 20F: 3 clusters Score -4516992 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4517119.000000 Penalty: 5231.805664
	Iteration 21Q: 3 clusters Score -4517119 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4517308.500000 Penalty: 5231.805664
	Iteration 22Q: 3 clusters Score -4517308 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4517595.500000 Penalty: 5231.805664
	Iteration 23Q: 3 clusters Score -4517596 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4517898.500000 Penalty: 5231.805664
	Iteration 24Q: 3 clusters Score -4517898 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4518218.000000 Penalty: 5231.805664
	Iteration 25Q: 3 clusters Score -4518218 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4518489.000000 Penalty: 5231.805664
	Iteration 26Q: 3 clusters Score -4518489 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4518727.500000 Penalty: 5231.805664
	Iteration 27Q: 3 clusters Score -4518728 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4518920.500000 Penalty: 5231.805664
	Iteration 28Q: 3 clusters Score -4518920 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4519124.000000 Penalty: 5231.805664
	Iteration 29Q: 3 clusters Score -4519124 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4519296.500000 Penalty: 5231.805664
	Iteration 30Q: 3 clusters Score -4519296 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4519451.500000 Penalty: 5231.805664
	Iteration 31Q: 3 clusters Score -4519452 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4519596.500000 Penalty: 5231.805664
	Iteration 32Q: 3 clusters Score -4519596 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4519704.500000 Penalty: 5231.805664
	Iteration 33Q: 3 clusters Score -4519704 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4519792.500000 Penalty: 5231.805664
	Iteration 34Q: 3 clusters Score -4519792 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4519858.500000 Penalty: 5231.805664
	Iteration 35Q: 3 clusters Score -4519858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4519942.500000 Penalty: 5231.805664
	Iteration 36Q: 3 clusters Score -4519942 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4520002.500000 Penalty: 5231.805664
	Iteration 37Q: 3 clusters Score -4520002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4520072.500000 Penalty: 5231.805664
	Iteration 38Q: 3 clusters Score -4520072 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4520120.000000 Penalty: 5231.805664
	Iteration 39Q: 3 clusters Score -4520120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4520145.000000 Penalty: 5231.805664
	Iteration 40F: 3 clusters Score -4520145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4520169.000000 Penalty: 5231.805664
	Iteration 41Q: 3 clusters Score -4520169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4520196.000000 Penalty: 5231.805664
	Iteration 42Q: 3 clusters Score -4520196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4520211.000000 Penalty: 5231.805664
	Iteration 43Q: 3 clusters Score -4520211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4520228.000000 Penalty: 5231.805664
	Iteration 44Q: 3 clusters Score -4520228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4520245.500000 Penalty: 5231.805664
	Iteration 45Q: 3 clusters Score -4520246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4520259.500000 Penalty: 5231.805664
	Iteration 46Q: 3 clusters Score -4520260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4520268.500000 Penalty: 5231.805664
	Iteration 47Q: 3 clusters Score -4520268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4520279.000000 Penalty: 5231.805664
	Iteration 48Q: 3 clusters Score -4520279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4520291.500000 Penalty: 5231.805664
	Iteration 49Q: 3 clusters Score -4520292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4520318.000000 Penalty: 5231.805664
	Iteration 50Q: 3 clusters Score -4520318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4520336.000000 Penalty: 5231.805664
	Iteration 51Q: 3 clusters Score -4520336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4520347.500000 Penalty: 5231.805664
	Iteration 52Q: 3 clusters Score -4520348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4520349.500000 Penalty: 5231.805664
	Iteration 53Q: 3 clusters Score -4520350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4520363.000000 Penalty: 5231.805664
	Iteration 54Q: 3 clusters Score -4520363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4520379.000000 Penalty: 5231.805664
	Iteration 55Q: 3 clusters Score -4520379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4520387.500000 Penalty: 5231.805664
	Iteration 56Q: 3 clusters Score -4520388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4520399.000000 Penalty: 5231.805664
	Iteration 57Q: 3 clusters Score -4520399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4520401.000000 Penalty: 5231.805664
	Iteration 58Q: 3 clusters Score -4520401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4520406.500000 Penalty: 5231.805664
	Iteration 59Q: 3 clusters Score -4520406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4520405.000000 Penalty: 5231.805664
	Iteration 60F: 3 clusters Score -4520405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4520402.500000 Penalty: 5231.805664
	Iteration 61Q: 3 clusters Score -4520402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4520411.000000 Penalty: 5231.805664
	Iteration 62Q: 3 clusters Score -4520411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4520406.500000 Penalty: 5231.805664
	Iteration 63Q: 3 clusters Score -4520406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4520415.500000 Penalty: 5231.805664
	Iteration 64Q: 3 clusters Score -4520416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4520411.000000 Penalty: 5231.805664
	Iteration 65Q: 3 clusters Score -4520411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4520415.000000 Penalty: 5231.805664
	Iteration 66Q: 3 clusters Score -4520415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4520411.500000 Penalty: 5231.805664
	Iteration 67Q: 3 clusters Score -4520412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4520413.000000 Penalty: 5231.805664
	Iteration 68Q: 3 clusters Score -4520413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4520419.500000 Penalty: 5231.805664
	Iteration 69Q: 3 clusters Score -4520420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4520423.500000 Penalty: 5231.805664
	Iteration 70Q: 3 clusters Score -4520424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4520426.000000 Penalty: 5231.805664
	Iteration 71Q: 3 clusters Score -4520426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4520423.500000 Penalty: 5231.805664
	Iteration 72Q: 3 clusters Score -4520424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4520424.000000 Penalty: 5231.805664
	Iteration 73Q: 3 clusters Score -4520424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4520429.500000 Penalty: 5231.805664
	Iteration 74Q: 3 clusters Score -4520430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4520430.000000 Penalty: 5231.805664
	Iteration 75Q: 3 clusters Score -4520430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4520432.500000 Penalty: 5231.805664
	Iteration 76Q: 3 clusters Score -4520432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4520441.000000 Penalty: 5231.805664
	Iteration 77Q: 3 clusters Score -4520441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4520439.000000 Penalty: 5231.805664
	Iteration 78Q: 3 clusters Score -4520439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4520446.500000 Penalty: 5231.805664
	Iteration 79Q: 3 clusters Score -4520446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4520455.500000 Penalty: 5231.805664
	Iteration 80F: 3 clusters Score -4520456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4520468.500000 Penalty: 5231.805664
	Iteration 81Q: 3 clusters Score -4520468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4520468.000000 Penalty: 5231.805664
	Iteration 82Q: 3 clusters Score -4520468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4520469.500000 Penalty: 5231.805664
	Iteration 83Q: 3 clusters Score -4520470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4520469.500000 Penalty: 5231.805664
	Iteration 84Q: 3 clusters Score -4520470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4520466.500000 Penalty: 5231.805664
	Iteration 85Q: 3 clusters Score -4520466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4520462.500000 Penalty: 5231.805664
	Iteration 86Q: 3 clusters Score -4520462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4520470.500000 Penalty: 5231.805664
	Iteration 87Q: 3 clusters Score -4520470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4520473.000000 Penalty: 5231.805664
	Iteration 88Q: 3 clusters Score -4520473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4520476.500000 Penalty: 5231.805664
	Iteration 89Q: 3 clusters Score -4520476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4520475.000000 Penalty: 5231.805664
	Iteration 90Q: 3 clusters Score -4520475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4520472.000000 Penalty: 5231.805664
	Iteration 91Q: 3 clusters Score -4520472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4520476.500000 Penalty: 5231.805664
	Iteration 92Q: 3 clusters Score -4520476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4520480.000000 Penalty: 5231.805664
	Iteration 93Q: 3 clusters Score -4520480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4520475.500000 Penalty: 5231.805664
	Iteration 94Q: 3 clusters Score -4520476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4520476.500000 Penalty: 5231.805664
	Iteration 95Q: 3 clusters Score -4520476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4520473.500000 Penalty: 5231.805664
	Iteration 96Q: 3 clusters Score -4520474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4520478.000000 Penalty: 5231.805664
	Iteration 97Q: 3 clusters Score -4520478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4520477.500000 Penalty: 5231.805664
	Iteration 98Q: 3 clusters Score -4520478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4520476.000000 Penalty: 5231.805664
	Iteration 99Q: 3 clusters Score -4520476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4520475.500000 Penalty: 5231.805664
	Iteration 100F: 3 clusters Score -4520476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4520483.500000 Penalty: 5231.805664
	Iteration 101Q: 3 clusters Score -4520484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4520487.000000 Penalty: 5231.805664
	Iteration 102Q: 3 clusters Score -4520487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4520488.500000 Penalty: 5231.805664
	Iteration 103Q: 3 clusters Score -4520488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4520488.500000 Penalty: 5231.805664
	Iteration 104Q: 3 clusters Score -4520488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4520490.500000 Penalty: 5231.805664
	Iteration 105Q: 3 clusters Score -4520490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4520490.500000 Penalty: 5231.805664
	Iteration 106F: 3 clusters Score -4520490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Entering Unmasked Estep 
Score: -6309244.000000 Penalty: 2673.387695
	Iteration 0F: 2 clusters Score -6309244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6276781.000000 Penalty: 5346.775391
	Iteration 0F: 3 clusters Score -6276781 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6289239.000000 Penalty: 5346.775391
	Iteration 1F: 3 clusters Score -6289239 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -6289951.500000 Penalty: 5346.775391
	Iteration 2Q: 3 clusters Score -6289952 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6290618.000000 Penalty: 5346.775391
	Iteration 3Q: 3 clusters Score -6290618 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6291302.500000 Penalty: 5346.775391
	Iteration 4Q: 3 clusters Score -6291302 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6292154.500000 Penalty: 5346.775391
	Iteration 5Q: 3 clusters Score -6292154 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6293158.000000 Penalty: 5346.775391
	Iteration 6Q: 3 clusters Score -6293158 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6294484.500000 Penalty: 5346.775391
	Iteration 7Q: 3 clusters Score -6294484 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6296373.000000 Penalty: 5346.775391
	Iteration 8F: 3 clusters Score -6296373 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -6299029.500000 Penalty: 5346.775391
	Iteration 9F: 3 clusters Score -6299030 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6302260.500000 Penalty: 5346.775391
	Iteration 10F: 3 clusters Score -6302260 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -6305540.500000 Penalty: 5346.775391
	Iteration 11F: 3 clusters Score -6305540 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -6307748.500000 Penalty: 5346.775391
	Iteration 12Q: 3 clusters Score -6307748 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -6308741.000000 Penalty: 5346.775391
	Iteration 13Q: 3 clusters Score -6308741 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -6309076.500000 Penalty: 5346.775391
	Iteration 14Q: 3 clusters Score -6309076 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6309169.000000 Penalty: 5346.775391
	Iteration 15Q: 3 clusters Score -6309169 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -6309209.500000 Penalty: 5346.775391
	Iteration 16Q: 3 clusters Score -6309210 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6309222.500000 Penalty: 5346.775391
	Iteration 17Q: 3 clusters Score -6309222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6309233.000000 Penalty: 5346.775391
	Iteration 18Q: 3 clusters Score -6309233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6309238.500000 Penalty: 5346.775391
	Iteration 19Q: 3 clusters Score -6309238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -6309245.000000 Penalty: 5346.775391
	Iteration 20F: 3 clusters Score -6309245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -6309248.000000 Penalty: 5346.775391
	Iteration 21Q: 3 clusters Score -6309248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -6309244.500000 Penalty: 5346.775391
	Iteration 22Q: 3 clusters Score -6309244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6309250.000000 Penalty: 5346.775391
	Iteration 23Q: 3 clusters Score -6309250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6309241.000000 Penalty: 5346.775391
	Iteration 24Q: 3 clusters Score -6309241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -6309245.000000 Penalty: 5346.775391
	Iteration 25Q: 3 clusters Score -6309245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -6309246.500000 Penalty: 5346.775391
	Iteration 26Q: 3 clusters Score -6309246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -6309243.000000 Penalty: 5346.775391
	Iteration 27Q: 3 clusters Score -6309243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -6309249.500000 Penalty: 5346.775391
	Iteration 28Q: 3 clusters Score -6309250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6309248.500000 Penalty: 5346.775391
	Iteration 29Q: 3 clusters Score -6309248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -6309250.500000 Penalty: 5346.775391
	Iteration 30Q: 3 clusters Score -6309250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6309246.500000 Penalty: 5346.775391
	Iteration 31Q: 3 clusters Score -6309246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6309246.500000 Penalty: 5346.775391
	Iteration 32F: 3 clusters Score -6309246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 27497 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 20543 members 
Entering Unmasked Estep 
Score: -104963520.000000 Penalty: 118401.421875
Splitting cluster 17 changes total score from -104964512.000000 to -104963520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -89496.81 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 445 members 
Entering Unmasked Estep 
Score: -87740.843750 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -87740.84 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88139.750000 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -88139.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88324.257812 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -88324.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88640.953125 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -88640.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89289.367188 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -89289.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89695.351562 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -89695.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89961.085938 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -89961.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90102.703125 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -90102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90150.085938 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -90150.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90166.726562 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -90166.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90176.117188 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -90176.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90185.343750 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -90185.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90204.234375 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -90204.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90222.132812 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -90222.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90226.242188 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -90226.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90228.375000 Penalty: 3335.616699
	Iteration 15F: 3 clusters Score -90228.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90236.890625 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -90236.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90248.398438 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -90248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90251.523438 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -90251.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90253.671875 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -90253.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90253.671875 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -90253.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 331 members 
Entering Unmasked Estep 
Score: -104963568.000000 Penalty: 118401.421875
Splitting cluster 18 changes total score from -104964512.000000 to -104963568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Entering Unmasked Estep 
Score: -2783554.750000 Penalty: 2472.310547
	Iteration 0F: 2 clusters Score -2783555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2768597.500000 Penalty: 4944.621094
	Iteration 0F: 3 clusters Score -2768598 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2773621.750000 Penalty: 4944.621094
	Iteration 1F: 3 clusters Score -2773622 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2774168.750000 Penalty: 4944.621094
	Iteration 2F: 3 clusters Score -2774169 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2774766.250000 Penalty: 4944.621094
	Iteration 3F: 3 clusters Score -2774766 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2775442.250000 Penalty: 4944.621094
	Iteration 4F: 3 clusters Score -2775442 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2776245.250000 Penalty: 4944.621094
	Iteration 5F: 3 clusters Score -2776245 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2777092.750000 Penalty: 4944.621094
	Iteration 6F: 3 clusters Score -2777093 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2777924.500000 Penalty: 4944.621094
	Iteration 7F: 3 clusters Score -2777924 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2778587.750000 Penalty: 4944.621094
	Iteration 8F: 3 clusters Score -2778588 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2779101.000000 Penalty: 4944.621094
	Iteration 9Q: 3 clusters Score -2779101 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2779534.250000 Penalty: 4944.621094
	Iteration 10Q: 3 clusters Score -2779534 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2779953.000000 Penalty: 4944.621094
	Iteration 11Q: 3 clusters Score -2779953 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2780338.250000 Penalty: 4944.621094
	Iteration 12Q: 3 clusters Score -2780338 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2780638.500000 Penalty: 4944.621094
	Iteration 13Q: 3 clusters Score -2780638 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2780876.250000 Penalty: 4944.621094
	Iteration 14Q: 3 clusters Score -2780876 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2781013.500000 Penalty: 4944.621094
	Iteration 15Q: 3 clusters Score -2781014 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2781106.250000 Penalty: 4944.621094
	Iteration 16Q: 3 clusters Score -2781106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2781188.250000 Penalty: 4944.621094
	Iteration 17Q: 3 clusters Score -2781188 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2781246.250000 Penalty: 4944.621094
	Iteration 18Q: 3 clusters Score -2781246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2781285.000000 Penalty: 4944.621094
	Iteration 19Q: 3 clusters Score -2781285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2781317.000000 Penalty: 4944.621094
	Iteration 20F: 3 clusters Score -2781317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2781333.750000 Penalty: 4944.621094
	Iteration 21Q: 3 clusters Score -2781334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2781358.500000 Penalty: 4944.621094
	Iteration 22Q: 3 clusters Score -2781358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2781383.250000 Penalty: 4944.621094
	Iteration 23Q: 3 clusters Score -2781383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2781402.750000 Penalty: 4944.621094
	Iteration 24Q: 3 clusters Score -2781403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2781414.750000 Penalty: 4944.621094
	Iteration 25Q: 3 clusters Score -2781415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2781426.750000 Penalty: 4944.621094
	Iteration 26Q: 3 clusters Score -2781427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2781441.000000 Penalty: 4944.621094
	Iteration 27Q: 3 clusters Score -2781441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2781454.000000 Penalty: 4944.621094
	Iteration 28Q: 3 clusters Score -2781454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2781469.000000 Penalty: 4944.621094
	Iteration 29Q: 3 clusters Score -2781469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2781481.250000 Penalty: 4944.621094
	Iteration 30Q: 3 clusters Score -2781481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2781487.250000 Penalty: 4944.621094
	Iteration 31Q: 3 clusters Score -2781487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2781505.750000 Penalty: 4944.621094
	Iteration 32Q: 3 clusters Score -2781506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2781514.750000 Penalty: 4944.621094
	Iteration 33Q: 3 clusters Score -2781515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2781518.250000 Penalty: 4944.621094
	Iteration 34Q: 3 clusters Score -2781518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2781534.500000 Penalty: 4944.621094
	Iteration 35Q: 3 clusters Score -2781534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2781536.500000 Penalty: 4944.621094
	Iteration 36Q: 3 clusters Score -2781536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2781547.250000 Penalty: 4944.621094
	Iteration 37Q: 3 clusters Score -2781547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2781557.000000 Penalty: 4944.621094
	Iteration 38Q: 3 clusters Score -2781557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2781563.750000 Penalty: 4944.621094
	Iteration 39Q: 3 clusters Score -2781564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2781571.000000 Penalty: 4944.621094
	Iteration 40F: 3 clusters Score -2781571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2781579.250000 Penalty: 4944.621094
	Iteration 41Q: 3 clusters Score -2781579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2781585.000000 Penalty: 4944.621094
	Iteration 42Q: 3 clusters Score -2781585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2781588.750000 Penalty: 4944.621094
	Iteration 43Q: 3 clusters Score -2781589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2781587.500000 Penalty: 4944.621094
	Iteration 44Q: 3 clusters Score -2781588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2781588.250000 Penalty: 4944.621094
	Iteration 45Q: 3 clusters Score -2781588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2781593.250000 Penalty: 4944.621094
	Iteration 46Q: 3 clusters Score -2781593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2781593.250000 Penalty: 4944.621094
	Iteration 47Q: 3 clusters Score -2781593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2781592.250000 Penalty: 4944.621094
	Iteration 48Q: 3 clusters Score -2781592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2781593.500000 Penalty: 4944.621094
	Iteration 49Q: 3 clusters Score -2781594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2781593.750000 Penalty: 4944.621094
	Iteration 50Q: 3 clusters Score -2781594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2781597.250000 Penalty: 4944.621094
	Iteration 51Q: 3 clusters Score -2781597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2781592.750000 Penalty: 4944.621094
	Iteration 52Q: 3 clusters Score -2781593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2781592.250000 Penalty: 4944.621094
	Iteration 53Q: 3 clusters Score -2781592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2781595.000000 Penalty: 4944.621094
	Iteration 54Q: 3 clusters Score -2781595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2781598.000000 Penalty: 4944.621094
	Iteration 55Q: 3 clusters Score -2781598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2781600.500000 Penalty: 4944.621094
	Iteration 56Q: 3 clusters Score -2781600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2781599.250000 Penalty: 4944.621094
	Iteration 57Q: 3 clusters Score -2781599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2781599.250000 Penalty: 4944.621094
	Iteration 58F: 3 clusters Score -2781599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -1006737.750000 Penalty: 2246.298584
	Iteration 0F: 2 clusters Score -1006738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -999982.062500 Penalty: 4492.597168
	Iteration 0F: 3 clusters Score -999982.1 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1001950.687500 Penalty: 4492.597168
	Iteration 1F: 3 clusters Score -1001951 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1002287.187500 Penalty: 4492.597168
	Iteration 2F: 3 clusters Score -1002287 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1002671.062500 Penalty: 4492.597168
	Iteration 3F: 3 clusters Score -1002671 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1003084.937500 Penalty: 4492.597168
	Iteration 4F: 3 clusters Score -1003085 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1003421.312500 Penalty: 4492.597168
	Iteration 5F: 3 clusters Score -1003421 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1003663.000000 Penalty: 4492.597168
	Iteration 6Q: 3 clusters Score -1003663 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1003853.000000 Penalty: 4492.597168
	Iteration 7Q: 3 clusters Score -1003853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1004016.500000 Penalty: 4492.597168
	Iteration 8Q: 3 clusters Score -1004016 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1004207.625000 Penalty: 4492.597168
	Iteration 9Q: 3 clusters Score -1004208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1004415.062500 Penalty: 4492.597168
	Iteration 10Q: 3 clusters Score -1004415 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1004631.062500 Penalty: 4492.597168
	Iteration 11Q: 3 clusters Score -1004631 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1004794.125000 Penalty: 4492.597168
	Iteration 12Q: 3 clusters Score -1004794 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1004935.500000 Penalty: 4492.597168
	Iteration 13Q: 3 clusters Score -1004936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1005082.625000 Penalty: 4492.597168
	Iteration 14Q: 3 clusters Score -1005083 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1005219.750000 Penalty: 4492.597168
	Iteration 15Q: 3 clusters Score -1005220 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1005354.562500 Penalty: 4492.597168
	Iteration 16Q: 3 clusters Score -1005355 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1005460.875000 Penalty: 4492.597168
	Iteration 17Q: 3 clusters Score -1005461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1005561.062500 Penalty: 4492.597168
	Iteration 18Q: 3 clusters Score -1005561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1005650.875000 Penalty: 4492.597168
	Iteration 19Q: 3 clusters Score -1005651 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1005746.625000 Penalty: 4492.597168
	Iteration 20F: 3 clusters Score -1005747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1005858.000000 Penalty: 4492.597168
	Iteration 21Q: 3 clusters Score -1005858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1005959.437500 Penalty: 4492.597168
	Iteration 22Q: 3 clusters Score -1005959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1006037.687500 Penalty: 4492.597168
	Iteration 23Q: 3 clusters Score -1006038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1006104.437500 Penalty: 4492.597168
	Iteration 24Q: 3 clusters Score -1006104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1006152.125000 Penalty: 4492.597168
	Iteration 25Q: 3 clusters Score -1006152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1006192.000000 Penalty: 4492.597168
	Iteration 26Q: 3 clusters Score -1006192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1006215.812500 Penalty: 4492.597168
	Iteration 27Q: 3 clusters Score -1006216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1006227.312500 Penalty: 4492.597168
	Iteration 28Q: 3 clusters Score -1006227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1006232.062500 Penalty: 4492.597168
	Iteration 29Q: 3 clusters Score -1006232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1006233.062500 Penalty: 4492.597168
	Iteration 30Q: 3 clusters Score -1006233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1006233.562500 Penalty: 4492.597168
	Iteration 31Q: 3 clusters Score -1006234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1006235.125000 Penalty: 4492.597168
	Iteration 32Q: 3 clusters Score -1006235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1006237.312500 Penalty: 4492.597168
	Iteration 33Q: 3 clusters Score -1006237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1006240.000000 Penalty: 4492.597168
	Iteration 34Q: 3 clusters Score -1006240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1006241.625000 Penalty: 4492.597168
	Iteration 35Q: 3 clusters Score -1006242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1006241.000000 Penalty: 4492.597168
	Iteration 36Q: 3 clusters Score -1006241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1006242.875000 Penalty: 4492.597168
	Iteration 37Q: 3 clusters Score -1006243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1006243.562500 Penalty: 4492.597168
	Iteration 38Q: 3 clusters Score -1006244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1006244.562500 Penalty: 4492.597168
	Iteration 39Q: 3 clusters Score -1006245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1006247.000000 Penalty: 4492.597168
	Iteration 40F: 3 clusters Score -1006247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -523374.406250 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -523374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -518997.906250 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -518997.9 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520365.468750 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -520365.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -520914.406250 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -520914.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521328.406250 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -521328.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -521674.937500 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -521674.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -521986.812500 Penalty: 4208.395996
	Iteration 5F: 3 clusters Score -521986.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -522200.000000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -522200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -522350.125000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -522350.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -522454.687500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -522454.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -522520.187500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -522520.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -522574.187500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -522574.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -522611.250000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -522611.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -522642.593750 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -522642.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -522666.781250 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -522666.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -522686.437500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -522686.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -522711.406250 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -522711.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -522732.437500 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -522732.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -522746.906250 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -522746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -522758.531250 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -522758.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -522769.062500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -522769.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -522778.343750 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -522778.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -522786.406250 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -522786.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -522795.812500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -522795.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -522803.093750 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -522803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -522813.718750 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -522813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -522819.781250 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -522819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -522824.375000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -522824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -522829.406250 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -522829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -522833.187500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -522833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -522840.062500 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -522840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -522842.625000 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -522842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -522843.968750 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -522844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -522847.031250 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -522847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -522848.562500 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -522848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -522851.000000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -522851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -522853.875000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -522853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -522855.531250 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -522855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -522859.343750 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -522859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -522862.125000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -522862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -522862.906250 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -522862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -522861.968750 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -522862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -522863.156250 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -522863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -522863.281250 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -522863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -522863.500000 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -522863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -522866.031250 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -522866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -522867.593750 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -522867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -522869.281250 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -522869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -522875.093750 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -522875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -522878.281250 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -522878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -522881.468750 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -522881.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -522887.687500 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -522887.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -522890.968750 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -522891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -522892.218750 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -522892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -522894.218750 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -522894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -522897.125000 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -522897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -522899.156250 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -522899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -522901.500000 Penalty: 4208.395996
	Iteration 56Q: 3 clusters Score -522901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -522902.187500 Penalty: 4208.395996
	Iteration 57Q: 3 clusters Score -522902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -522903.218750 Penalty: 4208.395996
	Iteration 58Q: 3 clusters Score -522903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -522905.875000 Penalty: 4208.395996
	Iteration 59Q: 3 clusters Score -522905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -522908.062500 Penalty: 4208.395996
	Iteration 60F: 3 clusters Score -522908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -522908.312500 Penalty: 4208.395996
	Iteration 61Q: 3 clusters Score -522908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -522908.531250 Penalty: 4208.395996
	Iteration 62Q: 3 clusters Score -522908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -522908.937500 Penalty: 4208.395996
	Iteration 63Q: 3 clusters Score -522908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -522910.562500 Penalty: 4208.395996
	Iteration 64Q: 3 clusters Score -522910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -522910.062500 Penalty: 4208.395996
	Iteration 65Q: 3 clusters Score -522910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -522910.062500 Penalty: 4208.395996
	Iteration 66F: 3 clusters Score -522910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Entering Unmasked Estep 
Score: -1274786.750000 Penalty: 2283.916260
	Iteration 0F: 2 clusters Score -1274787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1267063.000000 Penalty: 4567.832520
	Iteration 0F: 3 clusters Score -1267063 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1269241.125000 Penalty: 4567.832520
	Iteration 1F: 3 clusters Score -1269241 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1269543.625000 Penalty: 4567.832520
	Iteration 2F: 3 clusters Score -1269544 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1269762.375000 Penalty: 4567.832520
	Iteration 3F: 3 clusters Score -1269762 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1269916.000000 Penalty: 4567.832520
	Iteration 4Q: 3 clusters Score -1269916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1270042.375000 Penalty: 4567.832520
	Iteration 5Q: 3 clusters Score -1270042 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1270137.875000 Penalty: 4567.832520
	Iteration 6Q: 3 clusters Score -1270138 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1270219.625000 Penalty: 4567.832520
	Iteration 7Q: 3 clusters Score -1270220 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1270283.125000 Penalty: 4567.832520
	Iteration 8Q: 3 clusters Score -1270283 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1270350.875000 Penalty: 4567.832520
	Iteration 9Q: 3 clusters Score -1270351 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1270397.875000 Penalty: 4567.832520
	Iteration 10Q: 3 clusters Score -1270398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1270455.000000 Penalty: 4567.832520
	Iteration 11Q: 3 clusters Score -1270455 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1270500.625000 Penalty: 4567.832520
	Iteration 12Q: 3 clusters Score -1270501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1270559.125000 Penalty: 4567.832520
	Iteration 13Q: 3 clusters Score -1270559 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1270626.250000 Penalty: 4567.832520
	Iteration 14Q: 3 clusters Score -1270626 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1270699.125000 Penalty: 4567.832520
	Iteration 15Q: 3 clusters Score -1270699 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1270787.625000 Penalty: 4567.832520
	Iteration 16Q: 3 clusters Score -1270788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1270876.625000 Penalty: 4567.832520
	Iteration 17Q: 3 clusters Score -1270877 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1270998.250000 Penalty: 4567.832520
	Iteration 18Q: 3 clusters Score -1270998 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1271126.000000 Penalty: 4567.832520
	Iteration 19Q: 3 clusters Score -1271126 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1271278.750000 Penalty: 4567.832520
	Iteration 20F: 3 clusters Score -1271279 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1271448.625000 Penalty: 4567.832520
	Iteration 21Q: 3 clusters Score -1271449 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1271633.500000 Penalty: 4567.832520
	Iteration 22Q: 3 clusters Score -1271634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1271838.500000 Penalty: 4567.832520
	Iteration 23Q: 3 clusters Score -1271838 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1272047.250000 Penalty: 4567.832520
	Iteration 24Q: 3 clusters Score -1272047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1272215.875000 Penalty: 4567.832520
	Iteration 25Q: 3 clusters Score -1272216 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1272358.500000 Penalty: 4567.832520
	Iteration 26Q: 3 clusters Score -1272358 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1272481.875000 Penalty: 4567.832520
	Iteration 27Q: 3 clusters Score -1272482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1272565.750000 Penalty: 4567.832520
	Iteration 28Q: 3 clusters Score -1272566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1272651.750000 Penalty: 4567.832520
	Iteration 29Q: 3 clusters Score -1272652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1272742.500000 Penalty: 4567.832520
	Iteration 30Q: 3 clusters Score -1272742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 4567.832520
	Iteration 31Q: 3 clusters Score -1272843 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1272947.625000 Penalty: 4567.832520
	Iteration 32Q: 3 clusters Score -1272948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1273048.500000 Penalty: 4567.832520
	Iteration 33Q: 3 clusters Score -1273048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1273128.750000 Penalty: 4567.832520
	Iteration 34Q: 3 clusters Score -1273129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1273190.250000 Penalty: 4567.832520
	Iteration 35Q: 3 clusters Score -1273190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1273235.500000 Penalty: 4567.832520
	Iteration 36Q: 3 clusters Score -1273236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1273273.875000 Penalty: 4567.832520
	Iteration 37Q: 3 clusters Score -1273274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1273302.625000 Penalty: 4567.832520
	Iteration 38Q: 3 clusters Score -1273303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1273323.000000 Penalty: 4567.832520
	Iteration 39Q: 3 clusters Score -1273323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1273334.500000 Penalty: 4567.832520
	Iteration 40F: 3 clusters Score -1273334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1273338.000000 Penalty: 4567.832520
	Iteration 41Q: 3 clusters Score -1273338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1273344.500000 Penalty: 4567.832520
	Iteration 42Q: 3 clusters Score -1273344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1273345.125000 Penalty: 4567.832520
	Iteration 43Q: 3 clusters Score -1273345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1273348.625000 Penalty: 4567.832520
	Iteration 44Q: 3 clusters Score -1273349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1273350.500000 Penalty: 4567.832520
	Iteration 45Q: 3 clusters Score -1273350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1273351.500000 Penalty: 4567.832520
	Iteration 46Q: 3 clusters Score -1273352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1273353.000000 Penalty: 4567.832520
	Iteration 47Q: 3 clusters Score -1273353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1273351.750000 Penalty: 4567.832520
	Iteration 48Q: 3 clusters Score -1273352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1273357.250000 Penalty: 4567.832520
	Iteration 49Q: 3 clusters Score -1273357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1273357.750000 Penalty: 4567.832520
	Iteration 50Q: 3 clusters Score -1273358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1273361.625000 Penalty: 4567.832520
	Iteration 51Q: 3 clusters Score -1273362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1273359.500000 Penalty: 4567.832520
	Iteration 52Q: 3 clusters Score -1273360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1273359.000000 Penalty: 4567.832520
	Iteration 53Q: 3 clusters Score -1273359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1273360.125000 Penalty: 4567.832520
	Iteration 54Q: 3 clusters Score -1273360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1273361.125000 Penalty: 4567.832520
	Iteration 55Q: 3 clusters Score -1273361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1273361.125000 Penalty: 4567.832520
	Iteration 56Q: 3 clusters Score -1273361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1273361.875000 Penalty: 4567.832520
	Iteration 57Q: 3 clusters Score -1273362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1273364.750000 Penalty: 4567.832520
	Iteration 58Q: 3 clusters Score -1273365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1273363.750000 Penalty: 4567.832520
	Iteration 59Q: 3 clusters Score -1273364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1273366.250000 Penalty: 4567.832520
	Iteration 60F: 3 clusters Score -1273366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1273365.000000 Penalty: 4567.832520
	Iteration 61Q: 3 clusters Score -1273365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1273364.625000 Penalty: 4567.832520
	Iteration 62Q: 3 clusters Score -1273365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1273365.750000 Penalty: 4567.832520
	Iteration 63Q: 3 clusters Score -1273366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1273364.375000 Penalty: 4567.832520
	Iteration 64Q: 3 clusters Score -1273364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1273364.375000 Penalty: 4567.832520
	Iteration 65F: 3 clusters Score -1273364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -508371.750000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -508371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -504394.875000 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -504394.9 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -505254.031250 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -505254 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -505433.406250 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -505433.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -505571.406250 Penalty: 4132.705566
	Iteration 3Q: 3 clusters Score -505571.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -505687.875000 Penalty: 4132.705566
	Iteration 4Q: 3 clusters Score -505687.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -505807.281250 Penalty: 4132.705566
	Iteration 5Q: 3 clusters Score -505807.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -505914.375000 Penalty: 4132.705566
	Iteration 6Q: 3 clusters Score -505914.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -506022.406250 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -506022.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -506109.218750 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -506109.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -506178.468750 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -506178.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -506234.812500 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -506234.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -506291.437500 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -506291.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -506356.093750 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -506356.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -506428.906250 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -506428.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -506493.562500 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -506493.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -506568.531250 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -506568.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -506636.406250 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -506636.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -506702.593750 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -506702.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -506753.093750 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -506753.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -506799.437500 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -506799.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506827.093750 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -506827.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -506869.812500 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -506869.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -506909.531250 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -506909.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -506942.500000 Penalty: 4132.705566
	Iteration 23Q: 3 clusters Score -506942.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -506977.968750 Penalty: 4132.705566
	Iteration 24Q: 3 clusters Score -506978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -507011.906250 Penalty: 4132.705566
	Iteration 25Q: 3 clusters Score -507011.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -507039.093750 Penalty: 4132.705566
	Iteration 26Q: 3 clusters Score -507039.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -507066.218750 Penalty: 4132.705566
	Iteration 27Q: 3 clusters Score -507066.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -507085.781250 Penalty: 4132.705566
	Iteration 28Q: 3 clusters Score -507085.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -507097.625000 Penalty: 4132.705566
	Iteration 29Q: 3 clusters Score -507097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -507110.437500 Penalty: 4132.705566
	Iteration 30Q: 3 clusters Score -507110.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -507125.843750 Penalty: 4132.705566
	Iteration 31Q: 3 clusters Score -507125.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -507141.250000 Penalty: 4132.705566
	Iteration 32Q: 3 clusters Score -507141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -507153.187500 Penalty: 4132.705566
	Iteration 33Q: 3 clusters Score -507153.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -507162.968750 Penalty: 4132.705566
	Iteration 34Q: 3 clusters Score -507163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -507174.781250 Penalty: 4132.705566
	Iteration 35Q: 3 clusters Score -507174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -507184.687500 Penalty: 4132.705566
	Iteration 36Q: 3 clusters Score -507184.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -507196.187500 Penalty: 4132.705566
	Iteration 37Q: 3 clusters Score -507196.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -507207.625000 Penalty: 4132.705566
	Iteration 38Q: 3 clusters Score -507207.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -507218.906250 Penalty: 4132.705566
	Iteration 39Q: 3 clusters Score -507218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -507224.875000 Penalty: 4132.705566
	Iteration 40F: 3 clusters Score -507224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -507228.406250 Penalty: 4132.705566
	Iteration 41Q: 3 clusters Score -507228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -507230.281250 Penalty: 4132.705566
	Iteration 42Q: 3 clusters Score -507230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -507230.000000 Penalty: 4132.705566
	Iteration 43Q: 3 clusters Score -507230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -507230.000000 Penalty: 4132.705566
	Iteration 44F: 3 clusters Score -507230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Entering Unmasked Estep 
Score: -4664815.500000 Penalty: 2601.159912
	Iteration 0F: 2 clusters Score -4664816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4640472.000000 Penalty: 5202.319824
	Iteration 0F: 3 clusters Score -4640472 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4649253.500000 Penalty: 5202.319824
	Iteration 1F: 3 clusters Score -4649254 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4649678.500000 Penalty: 5202.319824
	Iteration 2Q: 3 clusters Score -4649678 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4650055.500000 Penalty: 5202.319824
	Iteration 3Q: 3 clusters Score -4650056 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4650454.500000 Penalty: 5202.319824
	Iteration 4Q: 3 clusters Score -4650454 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4650760.000000 Penalty: 5202.319824
	Iteration 5Q: 3 clusters Score -4650760 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4651068.500000 Penalty: 5202.319824
	Iteration 6Q: 3 clusters Score -4651068 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4651438.000000 Penalty: 5202.319824
	Iteration 7Q: 3 clusters Score -4651438 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4651829.500000 Penalty: 5202.319824
	Iteration 8Q: 3 clusters Score -4651830 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4652351.500000 Penalty: 5202.319824
	Iteration 9Q: 3 clusters Score -4652352 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4652947.500000 Penalty: 5202.319824
	Iteration 10Q: 3 clusters Score -4652948 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4653774.500000 Penalty: 5202.319824
	Iteration 11Q: 3 clusters Score -4653774 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4654887.000000 Penalty: 5202.319824
	Iteration 12Q: 3 clusters Score -4654887 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4656304.000000 Penalty: 5202.319824
	Iteration 13F: 3 clusters Score -4656304 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4657657.500000 Penalty: 5202.319824
	Iteration 14F: 3 clusters Score -4657658 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4658586.000000 Penalty: 5202.319824
	Iteration 15Q: 3 clusters Score -4658586 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4659201.500000 Penalty: 5202.319824
	Iteration 16Q: 3 clusters Score -4659202 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4659698.000000 Penalty: 5202.319824
	Iteration 17Q: 3 clusters Score -4659698 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4660058.000000 Penalty: 5202.319824
	Iteration 18Q: 3 clusters Score -4660058 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4660366.500000 Penalty: 5202.319824
	Iteration 19Q: 3 clusters Score -4660366 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4660626.000000 Penalty: 5202.319824
	Iteration 20F: 3 clusters Score -4660626 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4660827.000000 Penalty: 5202.319824
	Iteration 21Q: 3 clusters Score -4660827 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4660971.500000 Penalty: 5202.319824
	Iteration 22Q: 3 clusters Score -4660972 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4661066.500000 Penalty: 5202.319824
	Iteration 23Q: 3 clusters Score -4661066 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4661139.000000 Penalty: 5202.319824
	Iteration 24Q: 3 clusters Score -4661139 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4661211.500000 Penalty: 5202.319824
	Iteration 25Q: 3 clusters Score -4661212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4661275.500000 Penalty: 5202.319824
	Iteration 26Q: 3 clusters Score -4661276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4661354.000000 Penalty: 5202.319824
	Iteration 27Q: 3 clusters Score -4661354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4661395.500000 Penalty: 5202.319824
	Iteration 28Q: 3 clusters Score -4661396 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4661419.500000 Penalty: 5202.319824
	Iteration 29Q: 3 clusters Score -4661420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4661459.500000 Penalty: 5202.319824
	Iteration 30Q: 3 clusters Score -4661460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4661485.000000 Penalty: 5202.319824
	Iteration 31Q: 3 clusters Score -4661485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4661518.000000 Penalty: 5202.319824
	Iteration 32Q: 3 clusters Score -4661518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4661535.000000 Penalty: 5202.319824
	Iteration 33Q: 3 clusters Score -4661535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4661556.000000 Penalty: 5202.319824
	Iteration 34Q: 3 clusters Score -4661556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4661590.000000 Penalty: 5202.319824
	Iteration 35Q: 3 clusters Score -4661590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4661609.000000 Penalty: 5202.319824
	Iteration 36Q: 3 clusters Score -4661609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4661641.000000 Penalty: 5202.319824
	Iteration 37Q: 3 clusters Score -4661641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4661664.000000 Penalty: 5202.319824
	Iteration 38Q: 3 clusters Score -4661664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4661682.000000 Penalty: 5202.319824
	Iteration 39Q: 3 clusters Score -4661682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4661697.000000 Penalty: 5202.319824
	Iteration 40F: 3 clusters Score -4661697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4661711.000000 Penalty: 5202.319824
	Iteration 41Q: 3 clusters Score -4661711 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4661742.000000 Penalty: 5202.319824
	Iteration 42Q: 3 clusters Score -4661742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4661760.000000 Penalty: 5202.319824
	Iteration 43Q: 3 clusters Score -4661760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4661772.000000 Penalty: 5202.319824
	Iteration 44Q: 3 clusters Score -4661772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4661794.500000 Penalty: 5202.319824
	Iteration 45Q: 3 clusters Score -4661794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4661805.000000 Penalty: 5202.319824
	Iteration 46Q: 3 clusters Score -4661805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4661829.500000 Penalty: 5202.319824
	Iteration 47Q: 3 clusters Score -4661830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4661860.000000 Penalty: 5202.319824
	Iteration 48Q: 3 clusters Score -4661860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4661878.500000 Penalty: 5202.319824
	Iteration 49Q: 3 clusters Score -4661878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4661897.500000 Penalty: 5202.319824
	Iteration 50Q: 3 clusters Score -4661898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4661914.000000 Penalty: 5202.319824
	Iteration 51Q: 3 clusters Score -4661914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4661933.500000 Penalty: 5202.319824
	Iteration 52Q: 3 clusters Score -4661934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4661949.000000 Penalty: 5202.319824
	Iteration 53Q: 3 clusters Score -4661949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4661954.500000 Penalty: 5202.319824
	Iteration 54Q: 3 clusters Score -4661954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4661969.000000 Penalty: 5202.319824
	Iteration 55Q: 3 clusters Score -4661969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4661992.500000 Penalty: 5202.319824
	Iteration 56Q: 3 clusters Score -4661992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4662009.000000 Penalty: 5202.319824
	Iteration 57Q: 3 clusters Score -4662009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4662017.500000 Penalty: 5202.319824
	Iteration 58Q: 3 clusters Score -4662018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4662029.000000 Penalty: 5202.319824
	Iteration 59Q: 3 clusters Score -4662029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4662036.000000 Penalty: 5202.319824
	Iteration 60F: 3 clusters Score -4662036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4662043.000000 Penalty: 5202.319824
	Iteration 61Q: 3 clusters Score -4662043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4662052.000000 Penalty: 5202.319824
	Iteration 62Q: 3 clusters Score -4662052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4662056.000000 Penalty: 5202.319824
	Iteration 63Q: 3 clusters Score -4662056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4662055.500000 Penalty: 5202.319824
	Iteration 64Q: 3 clusters Score -4662056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4662063.000000 Penalty: 5202.319824
	Iteration 65Q: 3 clusters Score -4662063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4662062.500000 Penalty: 5202.319824
	Iteration 66Q: 3 clusters Score -4662062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4662064.500000 Penalty: 5202.319824
	Iteration 67Q: 3 clusters Score -4662064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4662072.000000 Penalty: 5202.319824
	Iteration 68Q: 3 clusters Score -4662072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4662085.500000 Penalty: 5202.319824
	Iteration 69Q: 3 clusters Score -4662086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4662085.500000 Penalty: 5202.319824
	Iteration 70Q: 3 clusters Score -4662086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4662084.000000 Penalty: 5202.319824
	Iteration 71Q: 3 clusters Score -4662084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4662092.000000 Penalty: 5202.319824
	Iteration 72Q: 3 clusters Score -4662092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4662091.500000 Penalty: 5202.319824
	Iteration 73Q: 3 clusters Score -4662092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4662096.500000 Penalty: 5202.319824
	Iteration 74Q: 3 clusters Score -4662096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4662101.500000 Penalty: 5202.319824
	Iteration 75Q: 3 clusters Score -4662102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4662105.500000 Penalty: 5202.319824
	Iteration 76Q: 3 clusters Score -4662106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4662122.000000 Penalty: 5202.319824
	Iteration 77Q: 3 clusters Score -4662122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4662124.000000 Penalty: 5202.319824
	Iteration 78Q: 3 clusters Score -4662124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4662134.500000 Penalty: 5202.319824
	Iteration 79Q: 3 clusters Score -4662134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4662141.000000 Penalty: 5202.319824
	Iteration 80F: 3 clusters Score -4662141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4662146.000000 Penalty: 5202.319824
	Iteration 81Q: 3 clusters Score -4662146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4662149.500000 Penalty: 5202.319824
	Iteration 82Q: 3 clusters Score -4662150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4662150.000000 Penalty: 5202.319824
	Iteration 83Q: 3 clusters Score -4662150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4662167.000000 Penalty: 5202.319824
	Iteration 84Q: 3 clusters Score -4662167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4662171.500000 Penalty: 5202.319824
	Iteration 85Q: 3 clusters Score -4662172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4662181.000000 Penalty: 5202.319824
	Iteration 86Q: 3 clusters Score -4662181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4662197.000000 Penalty: 5202.319824
	Iteration 87Q: 3 clusters Score -4662197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4662196.000000 Penalty: 5202.319824
	Iteration 88Q: 3 clusters Score -4662196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4662199.500000 Penalty: 5202.319824
	Iteration 89Q: 3 clusters Score -4662200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4662200.000000 Penalty: 5202.319824
	Iteration 90Q: 3 clusters Score -4662200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4662201.000000 Penalty: 5202.319824
	Iteration 91Q: 3 clusters Score -4662201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4662207.000000 Penalty: 5202.319824
	Iteration 92Q: 3 clusters Score -4662207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4662220.500000 Penalty: 5202.319824
	Iteration 93Q: 3 clusters Score -4662220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4662217.500000 Penalty: 5202.319824
	Iteration 94Q: 3 clusters Score -4662218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4662225.500000 Penalty: 5202.319824
	Iteration 95Q: 3 clusters Score -4662226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4662221.000000 Penalty: 5202.319824
	Iteration 96Q: 3 clusters Score -4662221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4662217.500000 Penalty: 5202.319824
	Iteration 97Q: 3 clusters Score -4662218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4662221.000000 Penalty: 5202.319824
	Iteration 98Q: 3 clusters Score -4662221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4662227.000000 Penalty: 5202.319824
	Iteration 99Q: 3 clusters Score -4662227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4662238.000000 Penalty: 5202.319824
	Iteration 100F: 3 clusters Score -4662238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4662236.000000 Penalty: 5202.319824
	Iteration 101Q: 3 clusters Score -4662236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4662248.000000 Penalty: 5202.319824
	Iteration 102Q: 3 clusters Score -4662248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4662246.500000 Penalty: 5202.319824
	Iteration 103Q: 3 clusters Score -4662246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4662245.000000 Penalty: 5202.319824
	Iteration 104Q: 3 clusters Score -4662245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4662248.000000 Penalty: 5202.319824
	Iteration 105Q: 3 clusters Score -4662248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -4662249.000000 Penalty: 5202.319824
	Iteration 106Q: 3 clusters Score -4662249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4662251.500000 Penalty: 5202.319824
	Iteration 107Q: 3 clusters Score -4662252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4662249.000000 Penalty: 5202.319824
	Iteration 108Q: 3 clusters Score -4662249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4662256.500000 Penalty: 5202.319824
	Iteration 109Q: 3 clusters Score -4662256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4662262.000000 Penalty: 5202.319824
	Iteration 110Q: 3 clusters Score -4662262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4662258.500000 Penalty: 5202.319824
	Iteration 111Q: 3 clusters Score -4662258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4662263.000000 Penalty: 5202.319824
	Iteration 112Q: 3 clusters Score -4662263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4662270.000000 Penalty: 5202.319824
	Iteration 113Q: 3 clusters Score -4662270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4662264.500000 Penalty: 5202.319824
	Iteration 114Q: 3 clusters Score -4662264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4662267.500000 Penalty: 5202.319824
	Iteration 115Q: 3 clusters Score -4662268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4662267.500000 Penalty: 5202.319824
	Iteration 116Q: 3 clusters Score -4662268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4662270.000000 Penalty: 5202.319824
	Iteration 117Q: 3 clusters Score -4662270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4662268.000000 Penalty: 5202.319824
	Iteration 118Q: 3 clusters Score -4662268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4662262.500000 Penalty: 5202.319824
	Iteration 119Q: 3 clusters Score -4662262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4662260.500000 Penalty: 5202.319824
	Iteration 120F: 3 clusters Score -4662260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4662260.500000 Penalty: 5202.319824
	Iteration 121Q: 3 clusters Score -4662260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4662271.500000 Penalty: 5202.319824
	Iteration 122Q: 3 clusters Score -4662272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4662274.500000 Penalty: 5202.319824
	Iteration 123Q: 3 clusters Score -4662274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4662267.500000 Penalty: 5202.319824
	Iteration 124Q: 3 clusters Score -4662268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4662270.500000 Penalty: 5202.319824
	Iteration 125Q: 3 clusters Score -4662270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4662274.000000 Penalty: 5202.319824
	Iteration 126Q: 3 clusters Score -4662274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4662280.500000 Penalty: 5202.319824
	Iteration 127Q: 3 clusters Score -4662280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4662280.000000 Penalty: 5202.319824
	Iteration 128Q: 3 clusters Score -4662280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4662285.000000 Penalty: 5202.319824
	Iteration 129Q: 3 clusters Score -4662285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4662298.000000 Penalty: 5202.319824
	Iteration 130Q: 3 clusters Score -4662298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4662291.500000 Penalty: 5202.319824
	Iteration 131Q: 3 clusters Score -4662292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4662291.500000 Penalty: 5202.319824
	Iteration 132F: 3 clusters Score -4662292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -953376.687500 Penalty: 2218.216064
	Iteration 0F: 2 clusters Score -953376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -947184.187500 Penalty: 4436.432129
	Iteration 0F: 3 clusters Score -947184.2 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -948887.500000 Penalty: 4436.432129
	Iteration 1F: 3 clusters Score -948887.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -949165.250000 Penalty: 4436.432129
	Iteration 2F: 3 clusters Score -949165.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -949380.687500 Penalty: 4436.432129
	Iteration 3F: 3 clusters Score -949380.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -949542.250000 Penalty: 4436.432129
	Iteration 4Q: 3 clusters Score -949542.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -949677.437500 Penalty: 4436.432129
	Iteration 5Q: 3 clusters Score -949677.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -949799.125000 Penalty: 4436.432129
	Iteration 6Q: 3 clusters Score -949799.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -949912.125000 Penalty: 4436.432129
	Iteration 7Q: 3 clusters Score -949912.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -950006.562500 Penalty: 4436.432129
	Iteration 8Q: 3 clusters Score -950006.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -950096.312500 Penalty: 4436.432129
	Iteration 9Q: 3 clusters Score -950096.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -950180.500000 Penalty: 4436.432129
	Iteration 10Q: 3 clusters Score -950180.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -950288.375000 Penalty: 4436.432129
	Iteration 11Q: 3 clusters Score -950288.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -950427.187500 Penalty: 4436.432129
	Iteration 12Q: 3 clusters Score -950427.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -950560.937500 Penalty: 4436.432129
	Iteration 13Q: 3 clusters Score -950560.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -950697.375000 Penalty: 4436.432129
	Iteration 14Q: 3 clusters Score -950697.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -950837.625000 Penalty: 4436.432129
	Iteration 15Q: 3 clusters Score -950837.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -950957.562500 Penalty: 4436.432129
	Iteration 16Q: 3 clusters Score -950957.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -951044.125000 Penalty: 4436.432129
	Iteration 17Q: 3 clusters Score -951044.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -951122.625000 Penalty: 4436.432129
	Iteration 18Q: 3 clusters Score -951122.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -951198.250000 Penalty: 4436.432129
	Iteration 19Q: 3 clusters Score -951198.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -951256.750000 Penalty: 4436.432129
	Iteration 20F: 3 clusters Score -951256.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -951304.812500 Penalty: 4436.432129
	Iteration 21Q: 3 clusters Score -951304.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -951347.187500 Penalty: 4436.432129
	Iteration 22Q: 3 clusters Score -951347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -951376.500000 Penalty: 4436.432129
	Iteration 23Q: 3 clusters Score -951376.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -951401.000000 Penalty: 4436.432129
	Iteration 24Q: 3 clusters Score -951401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -951420.812500 Penalty: 4436.432129
	Iteration 25Q: 3 clusters Score -951420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -951441.812500 Penalty: 4436.432129
	Iteration 26Q: 3 clusters Score -951441.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -951462.625000 Penalty: 4436.432129
	Iteration 27Q: 3 clusters Score -951462.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -951481.312500 Penalty: 4436.432129
	Iteration 28Q: 3 clusters Score -951481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -951493.625000 Penalty: 4436.432129
	Iteration 29Q: 3 clusters Score -951493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -951497.125000 Penalty: 4436.432129
	Iteration 30Q: 3 clusters Score -951497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -951505.250000 Penalty: 4436.432129
	Iteration 31Q: 3 clusters Score -951505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -951510.750000 Penalty: 4436.432129
	Iteration 32Q: 3 clusters Score -951510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -951514.312500 Penalty: 4436.432129
	Iteration 33Q: 3 clusters Score -951514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -951517.500000 Penalty: 4436.432129
	Iteration 34Q: 3 clusters Score -951517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -951525.125000 Penalty: 4436.432129
	Iteration 35Q: 3 clusters Score -951525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -951527.812500 Penalty: 4436.432129
	Iteration 36Q: 3 clusters Score -951527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -951531.750000 Penalty: 4436.432129
	Iteration 37Q: 3 clusters Score -951531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -951532.937500 Penalty: 4436.432129
	Iteration 38Q: 3 clusters Score -951532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -951534.437500 Penalty: 4436.432129
	Iteration 39Q: 3 clusters Score -951534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -951536.312500 Penalty: 4436.432129
	Iteration 40F: 3 clusters Score -951536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -951536.312500 Penalty: 4436.432129
	Iteration 41Q: 3 clusters Score -951536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -951538.312500 Penalty: 4436.432129
	Iteration 42Q: 3 clusters Score -951538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -951541.000000 Penalty: 4436.432129
	Iteration 43Q: 3 clusters Score -951541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -951541.000000 Penalty: 4436.432129
	Iteration 44F: 3 clusters Score -951541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -520243.937500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -520243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -516319.000000 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -516319 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -517355.875000 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -517355.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -517652.812500 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -517652.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -517882.750000 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -517882.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -518058.781250 Penalty: 4135.206543
	Iteration 4F: 3 clusters Score -518058.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -518218.468750 Penalty: 4135.206543
	Iteration 5Q: 3 clusters Score -518218.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -518366.781250 Penalty: 4135.206543
	Iteration 6Q: 3 clusters Score -518366.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -518518.531250 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -518518.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -518638.625000 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -518638.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -518717.593750 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -518717.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -518773.593750 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -518773.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -518811.156250 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -518811.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -518839.156250 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -518839.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -518863.375000 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -518863.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -518881.093750 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -518881.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -518890.718750 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -518890.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -518900.250000 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -518900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -518906.843750 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -518906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -518911.156250 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -518911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -518913.687500 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -518913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -518913.937500 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -518913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -518914.968750 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -518915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -518917.750000 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -518917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -518916.718750 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -518916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -518916.718750 Penalty: 4135.206543
	Iteration 24F: 3 clusters Score -518916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (354273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354273 members 
Entering Unmasked Estep 
Score: -45884796.000000 Penalty: 3168.900146
	Iteration 0F: 2 clusters Score -4.58848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177188 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -45676604.000000 Penalty: 6337.800293
	Iteration 0F: 3 clusters Score -4.56766e+07 nChanged 172072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -45777400.000000 Penalty: 6337.800293
	Iteration 1F: 3 clusters Score -4.57774e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178959 members 
Mstep: Class 2 contains 175314 members 
Entering Unmasked Estep 
Score: -45778216.000000 Penalty: 6337.800293
	Iteration 2Q: 3 clusters Score -4.577822e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 174356 members 
Entering Unmasked Estep 
Score: -45779152.000000 Penalty: 6337.800293
	Iteration 3Q: 3 clusters Score -4.577915e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -45780324.000000 Penalty: 6337.800293
	Iteration 4Q: 3 clusters Score -4.578032e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183773 members 
Mstep: Class 2 contains 170500 members 
Entering Unmasked Estep 
Score: -45781328.000000 Penalty: 6337.800293
	Iteration 5Q: 3 clusters Score -4.578133e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187380 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -45782532.000000 Penalty: 6337.800293
	Iteration 6Q: 3 clusters Score -4.578253e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192795 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -45784652.000000 Penalty: 6337.800293
	Iteration 7Q: 3 clusters Score -4.578465e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200831 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -45788112.000000 Penalty: 6337.800293
	Iteration 8Q: 3 clusters Score -4.578811e+07 nChanged 15462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 142498 members 
Entering Unmasked Estep 
Score: -45792888.000000 Penalty: 6337.800293
	Iteration 9Q: 3 clusters Score -4.579289e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224948 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -45800732.000000 Penalty: 6337.800293
	Iteration 10F: 3 clusters Score -4.580073e+07 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238061 members 
Mstep: Class 2 contains 116212 members 
Entering Unmasked Estep 
Score: -45812908.000000 Penalty: 6337.800293
	Iteration 11F: 3 clusters Score -4.581291e+07 nChanged 22135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247318 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -45826356.000000 Penalty: 6337.800293
	Iteration 12F: 3 clusters Score -4.582636e+07 nChanged 19946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250694 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -45836108.000000 Penalty: 6337.800293
	Iteration 13F: 3 clusters Score -4.583611e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250104 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -45840120.000000 Penalty: 6337.800293
	Iteration 14Q: 3 clusters Score -4.584012e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247768 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -45840824.000000 Penalty: 6337.800293
	Iteration 15Q: 3 clusters Score -4.584082e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245063 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -45840916.000000 Penalty: 6337.800293
	Iteration 16Q: 3 clusters Score -4.584092e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241982 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -45840572.000000 Penalty: 6337.800293
	Iteration 17Q: 3 clusters Score -4.584057e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238439 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -45840324.000000 Penalty: 6337.800293
	Iteration 18Q: 3 clusters Score -4.584032e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234608 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -45840384.000000 Penalty: 6337.800293
	Iteration 19Q: 3 clusters Score -4.584038e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230481 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -45840444.000000 Penalty: 6337.800293
	Iteration 20F: 3 clusters Score -4.584044e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226050 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
Score: -45840592.000000 Penalty: 6337.800293
	Iteration 21Q: 3 clusters Score -4.584059e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221365 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -45841052.000000 Penalty: 6337.800293
	Iteration 22Q: 3 clusters Score -4.584105e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216605 members 
Mstep: Class 2 contains 137668 members 
Entering Unmasked Estep 
Score: -45841748.000000 Penalty: 6337.800293
	Iteration 23Q: 3 clusters Score -4.584175e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 142468 members 
Entering Unmasked Estep 
Score: -45842320.000000 Penalty: 6337.800293
	Iteration 24Q: 3 clusters Score -4.584232e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207167 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -45843088.000000 Penalty: 6337.800293
	Iteration 25Q: 3 clusters Score -4.584309e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202857 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -45843604.000000 Penalty: 6337.800293
	Iteration 26Q: 3 clusters Score -4.58436e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198963 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -45843976.000000 Penalty: 6337.800293
	Iteration 27Q: 3 clusters Score -4.584398e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195336 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -45844152.000000 Penalty: 6337.800293
	Iteration 28Q: 3 clusters Score -4.584415e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -45844412.000000 Penalty: 6337.800293
	Iteration 29Q: 3 clusters Score -4.584441e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -45844612.000000 Penalty: 6337.800293
	Iteration 30Q: 3 clusters Score -4.584461e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186204 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -45844992.000000 Penalty: 6337.800293
	Iteration 31Q: 3 clusters Score -4.584499e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -45845108.000000 Penalty: 6337.800293
	Iteration 32Q: 3 clusters Score -4.584511e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 173796 members 
Entering Unmasked Estep 
Score: -45845432.000000 Penalty: 6337.800293
	Iteration 33Q: 3 clusters Score -4.584543e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -45845640.000000 Penalty: 6337.800293
	Iteration 34Q: 3 clusters Score -4.584564e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174331 members 
Mstep: Class 2 contains 179942 members 
Entering Unmasked Estep 
Score: -45845660.000000 Penalty: 6337.800293
	Iteration 35Q: 3 clusters Score -4.584566e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 183286 members 
Entering Unmasked Estep 
Score: -45845636.000000 Penalty: 6337.800293
	Iteration 36Q: 3 clusters Score -4.584564e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 186805 members 
Entering Unmasked Estep 
Score: -45845844.000000 Penalty: 6337.800293
	Iteration 37Q: 3 clusters Score -4.584584e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 190735 members 
Entering Unmasked Estep 
Score: -45845996.000000 Penalty: 6337.800293
	Iteration 38Q: 3 clusters Score -4.5846e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 195610 members 
Entering Unmasked Estep 
Score: -45846496.000000 Penalty: 6337.800293
	Iteration 39Q: 3 clusters Score -4.58465e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 201631 members 
Entering Unmasked Estep 
Score: -45846948.000000 Penalty: 6337.800293
	Iteration 40F: 3 clusters Score -4.584695e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 209140 members 
Entering Unmasked Estep 
Score: -45847212.000000 Penalty: 6337.800293
	Iteration 41Q: 3 clusters Score -4.584721e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135435 members 
Mstep: Class 2 contains 218838 members 
Entering Unmasked Estep 
Score: -45847116.000000 Penalty: 6337.800293
	Iteration 42Q: 3 clusters Score -4.584712e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 230952 members 
Entering Unmasked Estep 
Score: -45847484.000000 Penalty: 6337.800293
	Iteration 43Q: 3 clusters Score -4.584748e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 245008 members 
Entering Unmasked Estep 
Score: -45849196.000000 Penalty: 6337.800293
	Iteration 44Q: 3 clusters Score -4.58492e+07 nChanged 15382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 260322 members 
Entering Unmasked Estep 
Score: -45851848.000000 Penalty: 6337.800293
	Iteration 45Q: 3 clusters Score -4.585185e+07 nChanged 15656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 275910 members 
Entering Unmasked Estep 
Score: -45854580.000000 Penalty: 6337.800293
	Iteration 46Q: 3 clusters Score -4.585458e+07 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 291039 members 
Entering Unmasked Estep 
Score: -45857988.000000 Penalty: 6337.800293
	Iteration 47Q: 3 clusters Score -4.585799e+07 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 305237 members 
Entering Unmasked Estep 
Score: -45860504.000000 Penalty: 6337.800293
	Iteration 48Q: 3 clusters Score -4.58605e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 317442 members 
Entering Unmasked Estep 
Score: -45862592.000000 Penalty: 6337.800293
	Iteration 49Q: 3 clusters Score -4.586259e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 327224 members 
Entering Unmasked Estep 
Score: -45865628.000000 Penalty: 6337.800293
	Iteration 50Q: 3 clusters Score -4.586563e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 334732 members 
Entering Unmasked Estep 
Score: -45869380.000000 Penalty: 6337.800293
	Iteration 51Q: 3 clusters Score -4.586938e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 340208 members 
Entering Unmasked Estep 
Score: -45871040.000000 Penalty: 6337.800293
	Iteration 52Q: 3 clusters Score -4.587104e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 344182 members 
Entering Unmasked Estep 
Score: -45873460.000000 Penalty: 6337.800293
	Iteration 53Q: 3 clusters Score -4.587346e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 347008 members 
Entering Unmasked Estep 
Score: -45875796.000000 Penalty: 6337.800293
	Iteration 54Q: 3 clusters Score -4.58758e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 348907 members 
Entering Unmasked Estep 
Score: -45877240.000000 Penalty: 6337.800293
	Iteration 55Q: 3 clusters Score -4.587724e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 350088 members 
Entering Unmasked Estep 
Score: -45878120.000000 Penalty: 6337.800293
	Iteration 56Q: 3 clusters Score -4.587812e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 350740 members 
Entering Unmasked Estep 
Score: -45878808.000000 Penalty: 6337.800293
	Iteration 57Q: 3 clusters Score -4.587881e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 351123 members 
Entering Unmasked Estep 
Score: -45879148.000000 Penalty: 6337.800293
	Iteration 58Q: 3 clusters Score -4.587915e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 351343 members 
Entering Unmasked Estep 
Score: -45879368.000000 Penalty: 6337.800293
	Iteration 59Q: 3 clusters Score -4.587937e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 351495 members 
Entering Unmasked Estep 
Score: -45881320.000000 Penalty: 6337.800293
	Iteration 60F: 3 clusters Score -4.588132e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 353462 members 
Entering Unmasked Estep 
Score: -45881664.000000 Penalty: 6337.800293
	Iteration 61Q: 3 clusters Score -4.588166e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 353932 members 
Entering Unmasked Estep 
Score: -45881728.000000 Penalty: 6337.800293
	Iteration 62Q: 3 clusters Score -4.588173e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354040 members 
Entering Unmasked Estep 
Score: -45881824.000000 Penalty: 6337.800293
	Iteration 63Q: 3 clusters Score -4.588182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 354077 members 
Entering Unmasked Estep 
Score: -45881876.000000 Penalty: 6337.800293
	Iteration 64Q: 3 clusters Score -4.588188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354091 members 
Entering Unmasked Estep 
Score: -45881928.000000 Penalty: 6337.800293
	Iteration 65Q: 3 clusters Score -4.588193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354097 members 
Entering Unmasked Estep 
Score: -45881940.000000 Penalty: 6337.800293
	Iteration 66Q: 3 clusters Score -4.588194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 354103 members 
Entering Unmasked Estep 
Score: -45881952.000000 Penalty: 6337.800293
	Iteration 67Q: 3 clusters Score -4.588195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 354107 members 
Entering Unmasked Estep 
Score: -45881956.000000 Penalty: 6337.800293
	Iteration 68Q: 3 clusters Score -4.588196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 354113 members 
Entering Unmasked Estep 
Score: -45881972.000000 Penalty: 6337.800293
	Iteration 69Q: 3 clusters Score -4.588197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 354115 members 
Entering Unmasked Estep 
Score: -45881988.000000 Penalty: 6337.800293
	Iteration 70Q: 3 clusters Score -4.588199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354116 members 
Entering Unmasked Estep 
Score: -45881984.000000 Penalty: 6337.800293
	Iteration 71Q: 3 clusters Score -4.588198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354116 members 
Entering Unmasked Estep 
Score: -45881984.000000 Penalty: 6337.800293
	Iteration 72F: 3 clusters Score -4.588198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -80099.851562 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -80099.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78465.000000 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -78465 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79176.109375 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79176.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79767.835938 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79767.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80174.703125 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -80174.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80500.015625 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -80500.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80615.234375 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80615.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80644.851562 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80644.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80668.476562 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80668.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80677.734375 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80677.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80677.734375 Penalty: 3270.149902
	Iteration 9F: 3 clusters Score -80677.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 485 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 245 members 
Entering Unmasked Estep 
Score: -104963320.000000 Penalty: 118401.421875
Splitting cluster 28 changes total score from -104964512.000000 to -104963320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1394716.000000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -1394716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1386265.625000 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -1386266 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1388898.375000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -1388898 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1389272.750000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -1389273 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1389607.875000 Penalty: 4617.807129
	Iteration 3F: 3 clusters Score -1389608 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1389849.875000 Penalty: 4617.807129
	Iteration 4Q: 3 clusters Score -1389850 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1390026.625000 Penalty: 4617.807129
	Iteration 5Q: 3 clusters Score -1390027 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1390161.375000 Penalty: 4617.807129
	Iteration 6Q: 3 clusters Score -1390161 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1390256.750000 Penalty: 4617.807129
	Iteration 7Q: 3 clusters Score -1390257 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1390358.875000 Penalty: 4617.807129
	Iteration 8Q: 3 clusters Score -1390359 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1390453.500000 Penalty: 4617.807129
	Iteration 9Q: 3 clusters Score -1390454 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1390556.000000 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -1390556 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1390648.375000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -1390648 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1390756.000000 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -1390756 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1390884.750000 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -1390885 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1391057.375000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -1391057 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1391248.000000 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -1391248 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1391480.000000 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -1391480 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1391687.375000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -1391687 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1391889.750000 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -1391890 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1392088.750000 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -1392089 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1392314.500000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -1392314 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1392561.500000 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -1392562 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1392822.875000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -1392823 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1393077.750000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -1393078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1393365.875000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -1393366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1393648.875000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -1393649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1393909.375000 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -1393909 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1394093.750000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -1394094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1394222.125000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -1394222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1394287.500000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -1394288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1394318.625000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -1394319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1394340.750000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -1394341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1394355.875000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -1394356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1394365.750000 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -1394366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1394370.750000 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -1394371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1394372.375000 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -1394372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1394376.500000 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -1394376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1394379.750000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -1394380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1394380.625000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -1394381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1394386.000000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -1394386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1394387.000000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -1394387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1394388.250000 Penalty: 4617.807129
	Iteration 41Q: 3 clusters Score -1394388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1394388.750000 Penalty: 4617.807129
	Iteration 42Q: 3 clusters Score -1394389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1394388.750000 Penalty: 4617.807129
	Iteration 43F: 3 clusters Score -1394389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Entering Unmasked Estep 
Score: -719435.687500 Penalty: 2173.717529
	Iteration 0F: 2 clusters Score -719435.7 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 3197 members 
Entering Unmasked Estep 
Score: -714080.500000 Penalty: 4347.435059
	Iteration 0F: 3 clusters Score -714080.5 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -715579.875000 Penalty: 4347.435059
	Iteration 1F: 3 clusters Score -715579.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -715834.562500 Penalty: 4347.435059
	Iteration 2F: 3 clusters Score -715834.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -716006.812500 Penalty: 4347.435059
	Iteration 3F: 3 clusters Score -716006.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -716144.125000 Penalty: 4347.435059
	Iteration 4Q: 3 clusters Score -716144.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -716260.562500 Penalty: 4347.435059
	Iteration 5Q: 3 clusters Score -716260.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -716357.187500 Penalty: 4347.435059
	Iteration 6Q: 3 clusters Score -716357.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -716445.687500 Penalty: 4347.435059
	Iteration 7Q: 3 clusters Score -716445.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -716549.937500 Penalty: 4347.435059
	Iteration 8Q: 3 clusters Score -716549.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -716648.750000 Penalty: 4347.435059
	Iteration 9Q: 3 clusters Score -716648.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -716737.125000 Penalty: 4347.435059
	Iteration 10Q: 3 clusters Score -716737.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -716807.875000 Penalty: 4347.435059
	Iteration 11Q: 3 clusters Score -716807.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -716869.875000 Penalty: 4347.435059
	Iteration 12Q: 3 clusters Score -716869.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -716929.500000 Penalty: 4347.435059
	Iteration 13Q: 3 clusters Score -716929.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -716982.687500 Penalty: 4347.435059
	Iteration 14Q: 3 clusters Score -716982.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -717032.062500 Penalty: 4347.435059
	Iteration 15Q: 3 clusters Score -717032.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -717077.937500 Penalty: 4347.435059
	Iteration 16Q: 3 clusters Score -717077.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -717113.812500 Penalty: 4347.435059
	Iteration 17Q: 3 clusters Score -717113.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -717152.437500 Penalty: 4347.435059
	Iteration 18Q: 3 clusters Score -717152.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -717178.875000 Penalty: 4347.435059
	Iteration 19Q: 3 clusters Score -717178.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -717201.187500 Penalty: 4347.435059
	Iteration 20F: 3 clusters Score -717201.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -717219.000000 Penalty: 4347.435059
	Iteration 21Q: 3 clusters Score -717219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -717235.437500 Penalty: 4347.435059
	Iteration 22Q: 3 clusters Score -717235.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -717255.562500 Penalty: 4347.435059
	Iteration 23Q: 3 clusters Score -717255.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -717272.500000 Penalty: 4347.435059
	Iteration 24Q: 3 clusters Score -717272.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -717289.125000 Penalty: 4347.435059
	Iteration 25Q: 3 clusters Score -717289.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -717306.750000 Penalty: 4347.435059
	Iteration 26Q: 3 clusters Score -717306.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -717331.375000 Penalty: 4347.435059
	Iteration 27Q: 3 clusters Score -717331.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -717360.500000 Penalty: 4347.435059
	Iteration 28Q: 3 clusters Score -717360.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -717397.875000 Penalty: 4347.435059
	Iteration 29Q: 3 clusters Score -717397.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -717429.187500 Penalty: 4347.435059
	Iteration 30Q: 3 clusters Score -717429.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -717467.812500 Penalty: 4347.435059
	Iteration 31Q: 3 clusters Score -717467.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -717493.312500 Penalty: 4347.435059
	Iteration 32Q: 3 clusters Score -717493.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -717512.000000 Penalty: 4347.435059
	Iteration 33Q: 3 clusters Score -717512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -717525.875000 Penalty: 4347.435059
	Iteration 34Q: 3 clusters Score -717525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -717537.125000 Penalty: 4347.435059
	Iteration 35Q: 3 clusters Score -717537.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -717545.062500 Penalty: 4347.435059
	Iteration 36Q: 3 clusters Score -717545.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -717554.750000 Penalty: 4347.435059
	Iteration 37Q: 3 clusters Score -717554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -717562.250000 Penalty: 4347.435059
	Iteration 38Q: 3 clusters Score -717562.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -717567.375000 Penalty: 4347.435059
	Iteration 39Q: 3 clusters Score -717567.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -717570.125000 Penalty: 4347.435059
	Iteration 40F: 3 clusters Score -717570.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -717576.812500 Penalty: 4347.435059
	Iteration 41Q: 3 clusters Score -717576.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -717584.500000 Penalty: 4347.435059
	Iteration 42Q: 3 clusters Score -717584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -717590.062500 Penalty: 4347.435059
	Iteration 43Q: 3 clusters Score -717590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -717595.312500 Penalty: 4347.435059
	Iteration 44Q: 3 clusters Score -717595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -717601.375000 Penalty: 4347.435059
	Iteration 45Q: 3 clusters Score -717601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -717601.062500 Penalty: 4347.435059
	Iteration 46Q: 3 clusters Score -717601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -717602.812500 Penalty: 4347.435059
	Iteration 47Q: 3 clusters Score -717602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -717606.812500 Penalty: 4347.435059
	Iteration 48Q: 3 clusters Score -717606.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -717612.250000 Penalty: 4347.435059
	Iteration 49Q: 3 clusters Score -717612.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -717616.937500 Penalty: 4347.435059
	Iteration 50Q: 3 clusters Score -717616.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -717621.937500 Penalty: 4347.435059
	Iteration 51Q: 3 clusters Score -717621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -717626.250000 Penalty: 4347.435059
	Iteration 52Q: 3 clusters Score -717626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -717629.125000 Penalty: 4347.435059
	Iteration 53Q: 3 clusters Score -717629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -717632.312500 Penalty: 4347.435059
	Iteration 54Q: 3 clusters Score -717632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -717631.937500 Penalty: 4347.435059
	Iteration 55Q: 3 clusters Score -717631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -717637.250000 Penalty: 4347.435059
	Iteration 56Q: 3 clusters Score -717637.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -717640.312500 Penalty: 4347.435059
	Iteration 57Q: 3 clusters Score -717640.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -717646.187500 Penalty: 4347.435059
	Iteration 58Q: 3 clusters Score -717646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -717645.812500 Penalty: 4347.435059
	Iteration 59Q: 3 clusters Score -717645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -717647.375000 Penalty: 4347.435059
	Iteration 60F: 3 clusters Score -717647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -717648.000000 Penalty: 4347.435059
	Iteration 61Q: 3 clusters Score -717648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -717647.000000 Penalty: 4347.435059
	Iteration 62Q: 3 clusters Score -717647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -717647.687500 Penalty: 4347.435059
	Iteration 63Q: 3 clusters Score -717647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -717647.687500 Penalty: 4347.435059
	Iteration 64F: 3 clusters Score -717647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Entering Unmasked Estep 
Score: -3201908.500000 Penalty: 2505.745605
	Iteration 0F: 2 clusters Score -3201908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3184926.000000 Penalty: 5011.491211
	Iteration 0F: 3 clusters Score -3184926 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3190940.500000 Penalty: 5011.491211
	Iteration 1F: 3 clusters Score -3190940 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3191328.750000 Penalty: 5011.491211
	Iteration 2Q: 3 clusters Score -3191329 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3191633.250000 Penalty: 5011.491211
	Iteration 3Q: 3 clusters Score -3191633 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3191906.000000 Penalty: 5011.491211
	Iteration 4Q: 3 clusters Score -3191906 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3192110.750000 Penalty: 5011.491211
	Iteration 5Q: 3 clusters Score -3192111 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3192309.000000 Penalty: 5011.491211
	Iteration 6Q: 3 clusters Score -3192309 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3192469.500000 Penalty: 5011.491211
	Iteration 7Q: 3 clusters Score -3192470 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3192680.500000 Penalty: 5011.491211
	Iteration 8Q: 3 clusters Score -3192680 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3192967.750000 Penalty: 5011.491211
	Iteration 9Q: 3 clusters Score -3192968 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3193373.500000 Penalty: 5011.491211
	Iteration 10Q: 3 clusters Score -3193374 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3193989.000000 Penalty: 5011.491211
	Iteration 11Q: 3 clusters Score -3193989 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3194898.250000 Penalty: 5011.491211
	Iteration 12F: 3 clusters Score -3194898 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3196021.250000 Penalty: 5011.491211
	Iteration 13F: 3 clusters Score -3196021 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3197247.000000 Penalty: 5011.491211
	Iteration 14F: 3 clusters Score -3197247 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3198203.750000 Penalty: 5011.491211
	Iteration 15Q: 3 clusters Score -3198204 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3198830.500000 Penalty: 5011.491211
	Iteration 16Q: 3 clusters Score -3198830 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3199170.000000 Penalty: 5011.491211
	Iteration 17Q: 3 clusters Score -3199170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3199350.750000 Penalty: 5011.491211
	Iteration 18Q: 3 clusters Score -3199351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3199447.750000 Penalty: 5011.491211
	Iteration 19Q: 3 clusters Score -3199448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3199527.000000 Penalty: 5011.491211
	Iteration 20F: 3 clusters Score -3199527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3199567.500000 Penalty: 5011.491211
	Iteration 21Q: 3 clusters Score -3199568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3199594.500000 Penalty: 5011.491211
	Iteration 22Q: 3 clusters Score -3199594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3199633.500000 Penalty: 5011.491211
	Iteration 23Q: 3 clusters Score -3199634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3199665.000000 Penalty: 5011.491211
	Iteration 24Q: 3 clusters Score -3199665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3199674.750000 Penalty: 5011.491211
	Iteration 25Q: 3 clusters Score -3199675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3199685.250000 Penalty: 5011.491211
	Iteration 26Q: 3 clusters Score -3199685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3199698.750000 Penalty: 5011.491211
	Iteration 27Q: 3 clusters Score -3199699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3199709.000000 Penalty: 5011.491211
	Iteration 28Q: 3 clusters Score -3199709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3199715.000000 Penalty: 5011.491211
	Iteration 29Q: 3 clusters Score -3199715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3199729.500000 Penalty: 5011.491211
	Iteration 30Q: 3 clusters Score -3199730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3199734.000000 Penalty: 5011.491211
	Iteration 31Q: 3 clusters Score -3199734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3199735.500000 Penalty: 5011.491211
	Iteration 32Q: 3 clusters Score -3199736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3199737.500000 Penalty: 5011.491211
	Iteration 33Q: 3 clusters Score -3199738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3199738.750000 Penalty: 5011.491211
	Iteration 34Q: 3 clusters Score -3199739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3199738.750000 Penalty: 5011.491211
	Iteration 35F: 3 clusters Score -3199739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -320047.843750 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -320047.8 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 1241 members 
Entering Unmasked Estep 
Score: -317046.000000 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -317046 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -317637.250000 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -317637.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -317806.093750 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -317806.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -317895.343750 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -317895.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -317940.125000 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -317940.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -317963.687500 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -317963.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -317979.468750 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -317979.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -317996.062500 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -317996.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -318007.375000 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -318007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -318012.406250 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -318012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -318016.968750 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -318017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -318019.187500 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -318019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -318022.218750 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -318022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -318025.875000 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -318025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -318028.187500 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -318028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -318029.062500 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -318029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -318029.062500 Penalty: 3886.054932
	Iteration 16F: 3 clusters Score -318029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -78427.617188 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -78427.62 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 360 members 
Entering Unmasked Estep 
Score: -76799.312500 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -76799.31 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77166.328125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77166.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77347.453125 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -77347.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77448.046875 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -77448.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77508.351562 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -77508.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77563.226562 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -77563.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77595.304688 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -77595.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77630.062500 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -77630.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77670.187500 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -77670.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77740.546875 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -77740.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77858.703125 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -77858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77905.328125 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -77905.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77954.804688 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -77954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78032.531250 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78032.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78116.968750 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78116.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78191.296875 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -78191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78234.968750 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -78234.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78265.921875 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -78265.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78340.812500 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -78340.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78582.601562 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -78582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78607.843750 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -78607.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 303 members 
Entering Unmasked Estep 
Score: -104963056.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104964512.000000 to -104963056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36473.527344 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36473.53 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 177 members 
Entering Unmasked Estep 
Score: -35179.292969 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -35179.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35611.382812 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35611.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35884.445312 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -35884.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36107.660156 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -36107.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36178.882812 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36178.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36241.078125 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36241.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36259.507812 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36259.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36272.421875 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36272.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36275.785156 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36275.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36275.785156 Penalty: 2943.707520
	Iteration 9F: 3 clusters Score -36275.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354273 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 239Q: 35 clusters Score -1.049645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964544.000000 Penalty: 115018.523438
Iteration 240F: 35 clusters Score -1.049645e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38101 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964560.000000 Penalty: 115018.523438
Iteration 241Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 38102 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 242Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43581 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14316 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 38103 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354272 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24436 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 243Q: 35 clusters Score -1.049646e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43579 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354274 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24437 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964584.000000 Penalty: 115018.523438
Iteration 244Q: 35 clusters Score -1.049646e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43575 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34024 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18809 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38110 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35904 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354276 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24440 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964528.000000 Penalty: 115018.523438
Iteration 245Q: 35 clusters Score -1.049645e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43569 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28391 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18807 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35905 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354276 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24443 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964608.000000 Penalty: 115018.523438
Iteration 246Q: 35 clusters Score -1.049646e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43565 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35905 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354279 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24446 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 247Q: 35 clusters Score -1.049646e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43561 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354283 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24447 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 248Q: 35 clusters Score -1.049646e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43557 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14316 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28392 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354281 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24450 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964568.000000 Penalty: 115018.523438
Iteration 249Q: 35 clusters Score -1.049646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43554 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38114 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354279 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24451 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 250Q: 35 clusters Score -1.049646e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43550 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354280 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24453 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 115018.523438
Iteration 251Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43548 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28393 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34022 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7663 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354281 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24456 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964576.000000 Penalty: 115018.523438
Iteration 252Q: 35 clusters Score -1.049646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43545 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354282 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24460 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 115018.523438
Iteration 253Q: 35 clusters Score -1.049646e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43541 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28393 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354283 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24464 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 115018.523438
Iteration 254Q: 35 clusters Score -1.049646e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43540 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28392 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38115 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354285 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24464 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964624.000000 Penalty: 115018.523438
Iteration 255Q: 35 clusters Score -1.049646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43539 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38116 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354288 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24464 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 256Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43538 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18804 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38118 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354290 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24465 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964592.000000 Penalty: 115018.523438
Iteration 257Q: 35 clusters Score -1.049646e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18804 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38119 members 
Mstep: Class 17 contains 48041 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35903 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354289 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24467 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964632.000000 Penalty: 115018.523438
Iteration 258Q: 35 clusters Score -1.049646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43535 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18802 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354291 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24469 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964624.000000 Penalty: 115018.523438
Iteration 259Q: 35 clusters Score -1.049646e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18802 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35901 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354292 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24470 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964616.000000 Penalty: 115018.523438
Iteration 260F: 35 clusters Score -1.049646e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 115018.523438
Iteration 261Q: 35 clusters Score -1.049646e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104964600.000000 Penalty: 115018.523438
Iteration 262F: 35 clusters Score -1.049646e+08 nChanged 0
Entering ConstructFrom: 
Score: -104964600.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -604147.812500 Penalty: 2142.661621
	Iteration 0F: 2 clusters Score -604147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -599238.375000 Penalty: 4285.323242
	Iteration 0F: 3 clusters Score -599238.4 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -600730.250000 Penalty: 4285.323242
	Iteration 1F: 3 clusters Score -600730.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -601312.937500 Penalty: 4285.323242
	Iteration 2F: 3 clusters Score -601312.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -601745.812500 Penalty: 4285.323242
	Iteration 3F: 3 clusters Score -601745.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -602023.875000 Penalty: 4285.323242
	Iteration 4F: 3 clusters Score -602023.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -602174.812500 Penalty: 4285.323242
	Iteration 5Q: 3 clusters Score -602174.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -602275.187500 Penalty: 4285.323242
	Iteration 6Q: 3 clusters Score -602275.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -602346.187500 Penalty: 4285.323242
	Iteration 7Q: 3 clusters Score -602346.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -602386.437500 Penalty: 4285.323242
	Iteration 8Q: 3 clusters Score -602386.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -602415.187500 Penalty: 4285.323242
	Iteration 9Q: 3 clusters Score -602415.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -602430.562500 Penalty: 4285.323242
	Iteration 10Q: 3 clusters Score -602430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -602444.687500 Penalty: 4285.323242
	Iteration 11Q: 3 clusters Score -602444.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -602452.437500 Penalty: 4285.323242
	Iteration 12Q: 3 clusters Score -602452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -602460.375000 Penalty: 4285.323242
	Iteration 13Q: 3 clusters Score -602460.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -602467.500000 Penalty: 4285.323242
	Iteration 14Q: 3 clusters Score -602467.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -602477.000000 Penalty: 4285.323242
	Iteration 15Q: 3 clusters Score -602477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -602483.062500 Penalty: 4285.323242
	Iteration 16Q: 3 clusters Score -602483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -602490.250000 Penalty: 4285.323242
	Iteration 17Q: 3 clusters Score -602490.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -602499.562500 Penalty: 4285.323242
	Iteration 18Q: 3 clusters Score -602499.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -602509.375000 Penalty: 4285.323242
	Iteration 19Q: 3 clusters Score -602509.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -602521.625000 Penalty: 4285.323242
	Iteration 20F: 3 clusters Score -602521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -602531.000000 Penalty: 4285.323242
	Iteration 21Q: 3 clusters Score -602531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -602540.812500 Penalty: 4285.323242
	Iteration 22Q: 3 clusters Score -602540.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -602546.500000 Penalty: 4285.323242
	Iteration 23Q: 3 clusters Score -602546.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -602555.125000 Penalty: 4285.323242
	Iteration 24Q: 3 clusters Score -602555.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -602567.062500 Penalty: 4285.323242
	Iteration 25Q: 3 clusters Score -602567.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -602575.250000 Penalty: 4285.323242
	Iteration 26Q: 3 clusters Score -602575.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -602582.500000 Penalty: 4285.323242
	Iteration 27Q: 3 clusters Score -602582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -602584.312500 Penalty: 4285.323242
	Iteration 28Q: 3 clusters Score -602584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -602587.875000 Penalty: 4285.323242
	Iteration 29Q: 3 clusters Score -602587.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -602591.625000 Penalty: 4285.323242
	Iteration 30Q: 3 clusters Score -602591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -602594.500000 Penalty: 4285.323242
	Iteration 31Q: 3 clusters Score -602594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -602597.750000 Penalty: 4285.323242
	Iteration 32Q: 3 clusters Score -602597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -602599.125000 Penalty: 4285.323242
	Iteration 33Q: 3 clusters Score -602599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -602601.687500 Penalty: 4285.323242
	Iteration 34Q: 3 clusters Score -602601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -602602.375000 Penalty: 4285.323242
	Iteration 35Q: 3 clusters Score -602602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -602607.625000 Penalty: 4285.323242
	Iteration 36Q: 3 clusters Score -602607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -602611.687500 Penalty: 4285.323242
	Iteration 37Q: 3 clusters Score -602611.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -602619.500000 Penalty: 4285.323242
	Iteration 38Q: 3 clusters Score -602619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -602620.000000 Penalty: 4285.323242
	Iteration 39Q: 3 clusters Score -602620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -602624.187500 Penalty: 4285.323242
	Iteration 40F: 3 clusters Score -602624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -602625.375000 Penalty: 4285.323242
	Iteration 41Q: 3 clusters Score -602625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -602626.875000 Penalty: 4285.323242
	Iteration 42Q: 3 clusters Score -602626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -602626.625000 Penalty: 4285.323242
	Iteration 43Q: 3 clusters Score -602626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -602628.312500 Penalty: 4285.323242
	Iteration 44Q: 3 clusters Score -602628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -602629.687500 Penalty: 4285.323242
	Iteration 45Q: 3 clusters Score -602629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -602630.312500 Penalty: 4285.323242
	Iteration 46Q: 3 clusters Score -602630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -602632.250000 Penalty: 4285.323242
	Iteration 47Q: 3 clusters Score -602632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -602636.875000 Penalty: 4285.323242
	Iteration 48Q: 3 clusters Score -602636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -602641.625000 Penalty: 4285.323242
	Iteration 49Q: 3 clusters Score -602641.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -602647.500000 Penalty: 4285.323242
	Iteration 50Q: 3 clusters Score -602647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602654.187500 Penalty: 4285.323242
	Iteration 51Q: 3 clusters Score -602654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602656.062500 Penalty: 4285.323242
	Iteration 52Q: 3 clusters Score -602656.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -602658.375000 Penalty: 4285.323242
	Iteration 53Q: 3 clusters Score -602658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -602662.562500 Penalty: 4285.323242
	Iteration 54Q: 3 clusters Score -602662.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -602666.750000 Penalty: 4285.323242
	Iteration 55Q: 3 clusters Score -602666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -602670.125000 Penalty: 4285.323242
	Iteration 56Q: 3 clusters Score -602670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -602673.437500 Penalty: 4285.323242
	Iteration 57Q: 3 clusters Score -602673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -602676.000000 Penalty: 4285.323242
	Iteration 58Q: 3 clusters Score -602676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -602679.000000 Penalty: 4285.323242
	Iteration 59Q: 3 clusters Score -602679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -602683.125000 Penalty: 4285.323242
	Iteration 60F: 3 clusters Score -602683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -602684.437500 Penalty: 4285.323242
	Iteration 61Q: 3 clusters Score -602684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -602688.625000 Penalty: 4285.323242
	Iteration 62Q: 3 clusters Score -602688.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -602691.125000 Penalty: 4285.323242
	Iteration 63Q: 3 clusters Score -602691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -602693.187500 Penalty: 4285.323242
	Iteration 64Q: 3 clusters Score -602693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -602696.125000 Penalty: 4285.323242
	Iteration 65Q: 3 clusters Score -602696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -602698.375000 Penalty: 4285.323242
	Iteration 66Q: 3 clusters Score -602698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -602701.750000 Penalty: 4285.323242
	Iteration 67Q: 3 clusters Score -602701.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -602704.187500 Penalty: 4285.323242
	Iteration 68Q: 3 clusters Score -602704.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -602710.625000 Penalty: 4285.323242
	Iteration 69Q: 3 clusters Score -602710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -602714.750000 Penalty: 4285.323242
	Iteration 70Q: 3 clusters Score -602714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -602717.250000 Penalty: 4285.323242
	Iteration 71Q: 3 clusters Score -602717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -602719.812500 Penalty: 4285.323242
	Iteration 72Q: 3 clusters Score -602719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -602720.312500 Penalty: 4285.323242
	Iteration 73Q: 3 clusters Score -602720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -602721.062500 Penalty: 4285.323242
	Iteration 74Q: 3 clusters Score -602721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -602722.812500 Penalty: 4285.323242
	Iteration 75Q: 3 clusters Score -602722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -602724.187500 Penalty: 4285.323242
	Iteration 76Q: 3 clusters Score -602724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -602726.500000 Penalty: 4285.323242
	Iteration 77Q: 3 clusters Score -602726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -602727.875000 Penalty: 4285.323242
	Iteration 78Q: 3 clusters Score -602727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -602733.125000 Penalty: 4285.323242
	Iteration 79Q: 3 clusters Score -602733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -602740.500000 Penalty: 4285.323242
	Iteration 80F: 3 clusters Score -602740.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -602746.937500 Penalty: 4285.323242
	Iteration 81Q: 3 clusters Score -602746.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -602751.937500 Penalty: 4285.323242
	Iteration 82Q: 3 clusters Score -602751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -602761.187500 Penalty: 4285.323242
	Iteration 83Q: 3 clusters Score -602761.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -602771.812500 Penalty: 4285.323242
	Iteration 84Q: 3 clusters Score -602771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -602784.437500 Penalty: 4285.323242
	Iteration 85Q: 3 clusters Score -602784.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -602792.937500 Penalty: 4285.323242
	Iteration 86Q: 3 clusters Score -602792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -602804.125000 Penalty: 4285.323242
	Iteration 87Q: 3 clusters Score -602804.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -602814.375000 Penalty: 4285.323242
	Iteration 88Q: 3 clusters Score -602814.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -602826.062500 Penalty: 4285.323242
	Iteration 89Q: 3 clusters Score -602826.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -602843.000000 Penalty: 4285.323242
	Iteration 90Q: 3 clusters Score -602843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -602860.000000 Penalty: 4285.323242
	Iteration 91Q: 3 clusters Score -602860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -602876.437500 Penalty: 4285.323242
	Iteration 92Q: 3 clusters Score -602876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -602891.937500 Penalty: 4285.323242
	Iteration 93Q: 3 clusters Score -602891.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -602902.000000 Penalty: 4285.323242
	Iteration 94Q: 3 clusters Score -602902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -602906.875000 Penalty: 4285.323242
	Iteration 95Q: 3 clusters Score -602906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -602908.750000 Penalty: 4285.323242
	Iteration 96Q: 3 clusters Score -602908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -602913.937500 Penalty: 4285.323242
	Iteration 97Q: 3 clusters Score -602913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -602919.562500 Penalty: 4285.323242
	Iteration 98Q: 3 clusters Score -602919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -602924.687500 Penalty: 4285.323242
	Iteration 99Q: 3 clusters Score -602924.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -602931.312500 Penalty: 4285.323242
	Iteration 100F: 3 clusters Score -602931.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -602937.625000 Penalty: 4285.323242
	Iteration 101Q: 3 clusters Score -602937.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -602943.312500 Penalty: 4285.323242
	Iteration 102Q: 3 clusters Score -602943.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -602954.687500 Penalty: 4285.323242
	Iteration 103Q: 3 clusters Score -602954.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -602971.187500 Penalty: 4285.323242
	Iteration 104Q: 3 clusters Score -602971.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -602991.125000 Penalty: 4285.323242
	Iteration 105Q: 3 clusters Score -602991.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -603016.625000 Penalty: 4285.323242
	Iteration 106Q: 3 clusters Score -603016.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -603040.375000 Penalty: 4285.323242
	Iteration 107Q: 3 clusters Score -603040.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -603052.750000 Penalty: 4285.323242
	Iteration 108Q: 3 clusters Score -603052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -603068.750000 Penalty: 4285.323242
	Iteration 109Q: 3 clusters Score -603068.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -603079.250000 Penalty: 4285.323242
	Iteration 110Q: 3 clusters Score -603079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -603083.437500 Penalty: 4285.323242
	Iteration 111Q: 3 clusters Score -603083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -603086.500000 Penalty: 4285.323242
	Iteration 112Q: 3 clusters Score -603086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -603089.187500 Penalty: 4285.323242
	Iteration 113Q: 3 clusters Score -603089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -603091.062500 Penalty: 4285.323242
	Iteration 114Q: 3 clusters Score -603091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -603095.625000 Penalty: 4285.323242
	Iteration 115Q: 3 clusters Score -603095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -603101.250000 Penalty: 4285.323242
	Iteration 116Q: 3 clusters Score -603101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -603105.625000 Penalty: 4285.323242
	Iteration 117Q: 3 clusters Score -603105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -603107.187500 Penalty: 4285.323242
	Iteration 118Q: 3 clusters Score -603107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -603111.125000 Penalty: 4285.323242
	Iteration 119Q: 3 clusters Score -603111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -603111.812500 Penalty: 4285.323242
	Iteration 120F: 3 clusters Score -603111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -603114.187500 Penalty: 4285.323242
	Iteration 121Q: 3 clusters Score -603114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -603112.750000 Penalty: 4285.323242
	Iteration 122Q: 3 clusters Score -603112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -603112.750000 Penalty: 4285.323242
	Iteration 123F: 3 clusters Score -603112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Entering Unmasked Estep 
Score: -5430102.000000 Penalty: 2648.961670
	Iteration 0F: 2 clusters Score -5430102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5400777.500000 Penalty: 5297.923340
	Iteration 0F: 3 clusters Score -5400778 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5411930.000000 Penalty: 5297.923340
	Iteration 1F: 3 clusters Score -5411930 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5412928.000000 Penalty: 5297.923340
	Iteration 2F: 3 clusters Score -5412928 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5414063.000000 Penalty: 5297.923340
	Iteration 3F: 3 clusters Score -5414063 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5415414.500000 Penalty: 5297.923340
	Iteration 4F: 3 clusters Score -5415414 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5416776.000000 Penalty: 5297.923340
	Iteration 5F: 3 clusters Score -5416776 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -5418372.500000 Penalty: 5297.923340
	Iteration 6F: 3 clusters Score -5418372 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -5420127.500000 Penalty: 5297.923340
	Iteration 7F: 3 clusters Score -5420128 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -5421875.000000 Penalty: 5297.923340
	Iteration 8F: 3 clusters Score -5421875 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -5423588.500000 Penalty: 5297.923340
	Iteration 9F: 3 clusters Score -5423588 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -5425265.000000 Penalty: 5297.923340
	Iteration 10Q: 3 clusters Score -5425265 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5426675.000000 Penalty: 5297.923340
	Iteration 11Q: 3 clusters Score -5426675 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5427622.000000 Penalty: 5297.923340
	Iteration 12Q: 3 clusters Score -5427622 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -5428223.000000 Penalty: 5297.923340
	Iteration 13Q: 3 clusters Score -5428223 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5428655.000000 Penalty: 5297.923340
	Iteration 14Q: 3 clusters Score -5428655 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5429060.000000 Penalty: 5297.923340
	Iteration 15Q: 3 clusters Score -5429060 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5429382.000000 Penalty: 5297.923340
	Iteration 16Q: 3 clusters Score -5429382 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5429643.000000 Penalty: 5297.923340
	Iteration 17Q: 3 clusters Score -5429643 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5429824.000000 Penalty: 5297.923340
	Iteration 18Q: 3 clusters Score -5429824 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5429980.500000 Penalty: 5297.923340
	Iteration 19Q: 3 clusters Score -5429980 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5430093.000000 Penalty: 5297.923340
	Iteration 20F: 3 clusters Score -5430093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5430177.500000 Penalty: 5297.923340
	Iteration 21Q: 3 clusters Score -5430178 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5430238.000000 Penalty: 5297.923340
	Iteration 22Q: 3 clusters Score -5430238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5430280.500000 Penalty: 5297.923340
	Iteration 23Q: 3 clusters Score -5430280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5430339.500000 Penalty: 5297.923340
	Iteration 24Q: 3 clusters Score -5430340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5430365.500000 Penalty: 5297.923340
	Iteration 25Q: 3 clusters Score -5430366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5430382.500000 Penalty: 5297.923340
	Iteration 26Q: 3 clusters Score -5430382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5430401.500000 Penalty: 5297.923340
	Iteration 27Q: 3 clusters Score -5430402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5430420.000000 Penalty: 5297.923340
	Iteration 28Q: 3 clusters Score -5430420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5430423.000000 Penalty: 5297.923340
	Iteration 29Q: 3 clusters Score -5430423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5430425.000000 Penalty: 5297.923340
	Iteration 30Q: 3 clusters Score -5430425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5430433.000000 Penalty: 5297.923340
	Iteration 31Q: 3 clusters Score -5430433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5430448.000000 Penalty: 5297.923340
	Iteration 32Q: 3 clusters Score -5430448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5430456.500000 Penalty: 5297.923340
	Iteration 33Q: 3 clusters Score -5430456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5430468.500000 Penalty: 5297.923340
	Iteration 34Q: 3 clusters Score -5430468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5430462.500000 Penalty: 5297.923340
	Iteration 35Q: 3 clusters Score -5430462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5430470.500000 Penalty: 5297.923340
	Iteration 36Q: 3 clusters Score -5430470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5430468.000000 Penalty: 5297.923340
	Iteration 37Q: 3 clusters Score -5430468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5430469.500000 Penalty: 5297.923340
	Iteration 38Q: 3 clusters Score -5430470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -5430454.000000 Penalty: 5297.923340
	Iteration 39Q: 3 clusters Score -5430454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5430461.500000 Penalty: 5297.923340
	Iteration 40F: 3 clusters Score -5430462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5430465.500000 Penalty: 5297.923340
	Iteration 41Q: 3 clusters Score -5430466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5430469.500000 Penalty: 5297.923340
	Iteration 42Q: 3 clusters Score -5430470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5430470.000000 Penalty: 5297.923340
	Iteration 43Q: 3 clusters Score -5430470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5430468.000000 Penalty: 5297.923340
	Iteration 44Q: 3 clusters Score -5430468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5430467.000000 Penalty: 5297.923340
	Iteration 45Q: 3 clusters Score -5430467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5430471.500000 Penalty: 5297.923340
	Iteration 46Q: 3 clusters Score -5430472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5430472.000000 Penalty: 5297.923340
	Iteration 47Q: 3 clusters Score -5430472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5430472.000000 Penalty: 5297.923340
	Iteration 48F: 3 clusters Score -5430472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 40312 members 
Entering Unmasked Estep 
Score: -104963968.000000 Penalty: 118401.421875
Splitting cluster 2 changes total score from -104964600.000000 to -104963968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -759581.750000 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -759581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -754348.625000 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -754348.6 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -755667.437500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -755667.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -755860.687500 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -755860.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -755991.875000 Penalty: 4327.045410
	Iteration 3Q: 3 clusters Score -755991.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -756080.500000 Penalty: 4327.045410
	Iteration 4Q: 3 clusters Score -756080.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -756151.125000 Penalty: 4327.045410
	Iteration 5Q: 3 clusters Score -756151.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -756201.750000 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -756201.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -756244.750000 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -756244.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -756282.687500 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -756282.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -756319.625000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -756319.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -756364.437500 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -756364.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -756404.375000 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -756404.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -756447.937500 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -756447.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -756491.250000 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -756491.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -756532.687500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -756532.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -756582.687500 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -756582.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -756639.687500 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -756639.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -756707.125000 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -756707.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -756773.000000 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -756773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -756839.250000 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -756839.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -756907.062500 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -756907.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -756987.312500 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -756987.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -757067.062500 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -757067.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -757150.500000 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -757150.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -757216.187500 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -757216.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -757277.875000 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -757277.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -757337.687500 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -757337.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -757394.312500 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -757394.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -757441.437500 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -757441.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -757478.812500 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -757478.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -757501.625000 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -757501.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -757520.875000 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -757520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -757527.187500 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -757527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -757536.187500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -757536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -757550.062500 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -757550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -757566.875000 Penalty: 4327.045410
	Iteration 35Q: 3 clusters Score -757566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -757578.937500 Penalty: 4327.045410
	Iteration 36Q: 3 clusters Score -757578.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -757588.562500 Penalty: 4327.045410
	Iteration 37Q: 3 clusters Score -757588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -757594.000000 Penalty: 4327.045410
	Iteration 38Q: 3 clusters Score -757594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -757602.437500 Penalty: 4327.045410
	Iteration 39Q: 3 clusters Score -757602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -757605.937500 Penalty: 4327.045410
	Iteration 40F: 3 clusters Score -757605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -757609.812500 Penalty: 4327.045410
	Iteration 41Q: 3 clusters Score -757609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -757613.937500 Penalty: 4327.045410
	Iteration 42Q: 3 clusters Score -757613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -757624.125000 Penalty: 4327.045410
	Iteration 43Q: 3 clusters Score -757624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -757629.875000 Penalty: 4327.045410
	Iteration 44Q: 3 clusters Score -757629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -757634.437500 Penalty: 4327.045410
	Iteration 45Q: 3 clusters Score -757634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -757637.250000 Penalty: 4327.045410
	Iteration 46Q: 3 clusters Score -757637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -757641.187500 Penalty: 4327.045410
	Iteration 47Q: 3 clusters Score -757641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -757642.937500 Penalty: 4327.045410
	Iteration 48Q: 3 clusters Score -757642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -757645.125000 Penalty: 4327.045410
	Iteration 49Q: 3 clusters Score -757645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -757645.562500 Penalty: 4327.045410
	Iteration 50Q: 3 clusters Score -757645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -757648.375000 Penalty: 4327.045410
	Iteration 51Q: 3 clusters Score -757648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -757648.375000 Penalty: 4327.045410
	Iteration 52F: 3 clusters Score -757648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Entering Unmasked Estep 
Score: -1805045.125000 Penalty: 2373.162354
	Iteration 0F: 2 clusters Score -1805045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1794698.500000 Penalty: 4746.324707
	Iteration 0F: 3 clusters Score -1794698 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1797934.000000 Penalty: 4746.324707
	Iteration 1F: 3 clusters Score -1797934 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1798361.375000 Penalty: 4746.324707
	Iteration 2F: 3 clusters Score -1798361 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1798737.375000 Penalty: 4746.324707
	Iteration 3F: 3 clusters Score -1798737 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1799092.125000 Penalty: 4746.324707
	Iteration 4Q: 3 clusters Score -1799092 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1799461.000000 Penalty: 4746.324707
	Iteration 5Q: 3 clusters Score -1799461 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1799842.000000 Penalty: 4746.324707
	Iteration 6Q: 3 clusters Score -1799842 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1800204.375000 Penalty: 4746.324707
	Iteration 7Q: 3 clusters Score -1800204 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1800537.500000 Penalty: 4746.324707
	Iteration 8Q: 3 clusters Score -1800538 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1800874.375000 Penalty: 4746.324707
	Iteration 9Q: 3 clusters Score -1800874 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1801174.875000 Penalty: 4746.324707
	Iteration 10Q: 3 clusters Score -1801175 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1801446.750000 Penalty: 4746.324707
	Iteration 11Q: 3 clusters Score -1801447 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1801691.000000 Penalty: 4746.324707
	Iteration 12Q: 3 clusters Score -1801691 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1801851.750000 Penalty: 4746.324707
	Iteration 13Q: 3 clusters Score -1801852 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1802005.875000 Penalty: 4746.324707
	Iteration 14Q: 3 clusters Score -1802006 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1802105.375000 Penalty: 4746.324707
	Iteration 15Q: 3 clusters Score -1802105 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1802218.375000 Penalty: 4746.324707
	Iteration 16Q: 3 clusters Score -1802218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1802334.125000 Penalty: 4746.324707
	Iteration 17Q: 3 clusters Score -1802334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1802423.125000 Penalty: 4746.324707
	Iteration 18Q: 3 clusters Score -1802423 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1802513.500000 Penalty: 4746.324707
	Iteration 19Q: 3 clusters Score -1802514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1802589.875000 Penalty: 4746.324707
	Iteration 20F: 3 clusters Score -1802590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1802658.375000 Penalty: 4746.324707
	Iteration 21Q: 3 clusters Score -1802658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1802703.875000 Penalty: 4746.324707
	Iteration 22Q: 3 clusters Score -1802704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1802741.375000 Penalty: 4746.324707
	Iteration 23Q: 3 clusters Score -1802741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1802774.125000 Penalty: 4746.324707
	Iteration 24Q: 3 clusters Score -1802774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1802806.875000 Penalty: 4746.324707
	Iteration 25Q: 3 clusters Score -1802807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1802824.500000 Penalty: 4746.324707
	Iteration 26Q: 3 clusters Score -1802824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1802836.750000 Penalty: 4746.324707
	Iteration 27Q: 3 clusters Score -1802837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1802846.250000 Penalty: 4746.324707
	Iteration 28Q: 3 clusters Score -1802846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1802849.500000 Penalty: 4746.324707
	Iteration 29Q: 3 clusters Score -1802850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1802862.500000 Penalty: 4746.324707
	Iteration 30Q: 3 clusters Score -1802862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1802878.500000 Penalty: 4746.324707
	Iteration 31Q: 3 clusters Score -1802878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1802891.500000 Penalty: 4746.324707
	Iteration 32Q: 3 clusters Score -1802892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1802896.250000 Penalty: 4746.324707
	Iteration 33Q: 3 clusters Score -1802896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1802904.875000 Penalty: 4746.324707
	Iteration 34Q: 3 clusters Score -1802905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1802914.875000 Penalty: 4746.324707
	Iteration 35Q: 3 clusters Score -1802915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1802917.500000 Penalty: 4746.324707
	Iteration 36Q: 3 clusters Score -1802918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1802923.625000 Penalty: 4746.324707
	Iteration 37Q: 3 clusters Score -1802924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1802926.375000 Penalty: 4746.324707
	Iteration 38Q: 3 clusters Score -1802926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1802925.000000 Penalty: 4746.324707
	Iteration 39Q: 3 clusters Score -1802925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1802926.125000 Penalty: 4746.324707
	Iteration 40F: 3 clusters Score -1802926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1802929.625000 Penalty: 4746.324707
	Iteration 41Q: 3 clusters Score -1802930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1802935.250000 Penalty: 4746.324707
	Iteration 42Q: 3 clusters Score -1802935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1802935.750000 Penalty: 4746.324707
	Iteration 43Q: 3 clusters Score -1802936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1802938.250000 Penalty: 4746.324707
	Iteration 44Q: 3 clusters Score -1802938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1802938.750000 Penalty: 4746.324707
	Iteration 45Q: 3 clusters Score -1802939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1802937.625000 Penalty: 4746.324707
	Iteration 46Q: 3 clusters Score -1802938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1802942.500000 Penalty: 4746.324707
	Iteration 47Q: 3 clusters Score -1802942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1802942.500000 Penalty: 4746.324707
	Iteration 48Q: 3 clusters Score -1802942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1802947.000000 Penalty: 4746.324707
	Iteration 49Q: 3 clusters Score -1802947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1802947.000000 Penalty: 4746.324707
	Iteration 50F: 3 clusters Score -1802947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -252548.156250 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -252548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249713.062500 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -249713.1 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -250869.765625 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -250869.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -251856.296875 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -251856.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -252568.390625 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -252568.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -252845.843750 Penalty: 3885.465576
	Iteration 4F: 3 clusters Score -252845.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -252960.203125 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -252960.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -253003.031250 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -253003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -253033.828125 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -253033.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -253057.890625 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -253057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -253071.421875 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -253071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -253077.781250 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -253077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -253080.281250 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -253080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -253083.390625 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -253083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -253084.718750 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -253084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -253084.718750 Penalty: 3885.465576
	Iteration 14F: 3 clusters Score -253084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2017 members 
Entering Unmasked Estep 
Score: -104963696.000000 Penalty: 118401.421875
Splitting cluster 5 changes total score from -104964600.000000 to -104963696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Entering Unmasked Estep 
Score: -3738065.000000 Penalty: 2542.923096
	Iteration 0F: 2 clusters Score -3738065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3718586.250000 Penalty: 5085.846191
	Iteration 0F: 3 clusters Score -3718586 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3725313.500000 Penalty: 5085.846191
	Iteration 1F: 3 clusters Score -3725314 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3725720.000000 Penalty: 5085.846191
	Iteration 2Q: 3 clusters Score -3725720 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3726075.000000 Penalty: 5085.846191
	Iteration 3Q: 3 clusters Score -3726075 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3726456.250000 Penalty: 5085.846191
	Iteration 4Q: 3 clusters Score -3726456 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3726910.750000 Penalty: 5085.846191
	Iteration 5Q: 3 clusters Score -3726911 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3727510.500000 Penalty: 5085.846191
	Iteration 6Q: 3 clusters Score -3727510 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3728419.750000 Penalty: 5085.846191
	Iteration 7F: 3 clusters Score -3728420 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3729712.250000 Penalty: 5085.846191
	Iteration 8F: 3 clusters Score -3729712 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3731382.250000 Penalty: 5085.846191
	Iteration 9F: 3 clusters Score -3731382 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3733077.500000 Penalty: 5085.846191
	Iteration 10F: 3 clusters Score -3733078 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3734295.500000 Penalty: 5085.846191
	Iteration 11Q: 3 clusters Score -3734296 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3735040.500000 Penalty: 5085.846191
	Iteration 12Q: 3 clusters Score -3735040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3735403.000000 Penalty: 5085.846191
	Iteration 13Q: 3 clusters Score -3735403 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3735579.250000 Penalty: 5085.846191
	Iteration 14Q: 3 clusters Score -3735579 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3735691.500000 Penalty: 5085.846191
	Iteration 15Q: 3 clusters Score -3735692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3735741.000000 Penalty: 5085.846191
	Iteration 16Q: 3 clusters Score -3735741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3735766.750000 Penalty: 5085.846191
	Iteration 17Q: 3 clusters Score -3735767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3735783.000000 Penalty: 5085.846191
	Iteration 18Q: 3 clusters Score -3735783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3735798.500000 Penalty: 5085.846191
	Iteration 19Q: 3 clusters Score -3735798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3735806.750000 Penalty: 5085.846191
	Iteration 20F: 3 clusters Score -3735807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3735815.250000 Penalty: 5085.846191
	Iteration 21Q: 3 clusters Score -3735815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3735830.000000 Penalty: 5085.846191
	Iteration 22Q: 3 clusters Score -3735830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3735839.250000 Penalty: 5085.846191
	Iteration 23Q: 3 clusters Score -3735839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3735843.500000 Penalty: 5085.846191
	Iteration 24Q: 3 clusters Score -3735844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3735845.500000 Penalty: 5085.846191
	Iteration 25Q: 3 clusters Score -3735846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3735845.750000 Penalty: 5085.846191
	Iteration 26Q: 3 clusters Score -3735846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3735848.750000 Penalty: 5085.846191
	Iteration 27Q: 3 clusters Score -3735849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3735852.000000 Penalty: 5085.846191
	Iteration 28Q: 3 clusters Score -3735852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3735857.000000 Penalty: 5085.846191
	Iteration 29Q: 3 clusters Score -3735857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3735860.000000 Penalty: 5085.846191
	Iteration 30Q: 3 clusters Score -3735860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3735858.250000 Penalty: 5085.846191
	Iteration 31Q: 3 clusters Score -3735858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3735858.250000 Penalty: 5085.846191
	Iteration 32F: 3 clusters Score -3735858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -529705.187500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -529705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -525614.625000 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -525614.6 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -526650.687500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -526650.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -527134.437500 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -527134.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -527757.875000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -527757.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -528362.250000 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -528362.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -528889.125000 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -528889.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -529263.312500 Penalty: 4162.697754
	Iteration 6F: 3 clusters Score -529263.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -529465.375000 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -529465.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -529579.125000 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -529579.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -529642.125000 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -529642.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -529678.500000 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -529678.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -529697.375000 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -529697.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -529711.312500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -529711.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -529720.750000 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -529720.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -529727.812500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -529727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -529735.937500 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -529735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -529742.125000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -529742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -529745.750000 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -529745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -529751.000000 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -529751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -529757.625000 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -529757.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -529763.250000 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -529763.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -529767.812500 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -529767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -529769.750000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -529769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -529770.125000 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -529770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -529771.437500 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -529771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -529771.437500 Penalty: 4162.697754
	Iteration 25F: 3 clusters Score -529771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2340 members 
Entering Unmasked Estep 
Score: -104963576.000000 Penalty: 118401.421875
Splitting cluster 7 changes total score from -104964600.000000 to -104963576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (34021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Entering Unmasked Estep 
Score: -4477708.500000 Penalty: 2587.813965
	Iteration 0F: 2 clusters Score -4477708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4454601.000000 Penalty: 5175.627930
	Iteration 0F: 3 clusters Score -4454601 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4462792.000000 Penalty: 5175.627930
	Iteration 1F: 3 clusters Score -4462792 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4463211.000000 Penalty: 5175.627930
	Iteration 2Q: 3 clusters Score -4463211 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4463567.500000 Penalty: 5175.627930
	Iteration 3Q: 3 clusters Score -4463568 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4463959.000000 Penalty: 5175.627930
	Iteration 4Q: 3 clusters Score -4463959 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4464422.500000 Penalty: 5175.627930
	Iteration 5Q: 3 clusters Score -4464422 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4465069.000000 Penalty: 5175.627930
	Iteration 6Q: 3 clusters Score -4465069 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4465983.500000 Penalty: 5175.627930
	Iteration 7F: 3 clusters Score -4465984 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4467280.000000 Penalty: 5175.627930
	Iteration 8F: 3 clusters Score -4467280 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4468916.500000 Penalty: 5175.627930
	Iteration 9F: 3 clusters Score -4468916 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4470791.500000 Penalty: 5175.627930
	Iteration 10F: 3 clusters Score -4470792 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4472397.500000 Penalty: 5175.627930
	Iteration 11F: 3 clusters Score -4472398 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4473437.500000 Penalty: 5175.627930
	Iteration 12Q: 3 clusters Score -4473438 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4474094.000000 Penalty: 5175.627930
	Iteration 13Q: 3 clusters Score -4474094 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4474465.000000 Penalty: 5175.627930
	Iteration 14Q: 3 clusters Score -4474465 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4474764.000000 Penalty: 5175.627930
	Iteration 15Q: 3 clusters Score -4474764 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4474991.500000 Penalty: 5175.627930
	Iteration 16Q: 3 clusters Score -4474992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4475137.500000 Penalty: 5175.627930
	Iteration 17Q: 3 clusters Score -4475138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4475241.500000 Penalty: 5175.627930
	Iteration 18Q: 3 clusters Score -4475242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4475321.000000 Penalty: 5175.627930
	Iteration 19Q: 3 clusters Score -4475321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4475379.000000 Penalty: 5175.627930
	Iteration 20F: 3 clusters Score -4475379 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4475433.000000 Penalty: 5175.627930
	Iteration 21Q: 3 clusters Score -4475433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4475472.000000 Penalty: 5175.627930
	Iteration 22Q: 3 clusters Score -4475472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4475515.500000 Penalty: 5175.627930
	Iteration 23Q: 3 clusters Score -4475516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4475561.000000 Penalty: 5175.627930
	Iteration 24Q: 3 clusters Score -4475561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4475584.000000 Penalty: 5175.627930
	Iteration 25Q: 3 clusters Score -4475584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4475606.500000 Penalty: 5175.627930
	Iteration 26Q: 3 clusters Score -4475606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4475626.500000 Penalty: 5175.627930
	Iteration 27Q: 3 clusters Score -4475626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4475636.500000 Penalty: 5175.627930
	Iteration 28Q: 3 clusters Score -4475636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4475644.500000 Penalty: 5175.627930
	Iteration 29Q: 3 clusters Score -4475644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4475657.000000 Penalty: 5175.627930
	Iteration 30Q: 3 clusters Score -4475657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4475677.000000 Penalty: 5175.627930
	Iteration 31Q: 3 clusters Score -4475677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4475698.500000 Penalty: 5175.627930
	Iteration 32Q: 3 clusters Score -4475698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4475703.500000 Penalty: 5175.627930
	Iteration 33Q: 3 clusters Score -4475704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4475713.500000 Penalty: 5175.627930
	Iteration 34Q: 3 clusters Score -4475714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4475734.000000 Penalty: 5175.627930
	Iteration 35Q: 3 clusters Score -4475734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4475741.000000 Penalty: 5175.627930
	Iteration 36Q: 3 clusters Score -4475741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4475740.500000 Penalty: 5175.627930
	Iteration 37Q: 3 clusters Score -4475740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4475746.500000 Penalty: 5175.627930
	Iteration 38Q: 3 clusters Score -4475746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4475745.000000 Penalty: 5175.627930
	Iteration 39Q: 3 clusters Score -4475745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4475748.000000 Penalty: 5175.627930
	Iteration 40F: 3 clusters Score -4475748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4475749.000000 Penalty: 5175.627930
	Iteration 41Q: 3 clusters Score -4475749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4475746.500000 Penalty: 5175.627930
	Iteration 42Q: 3 clusters Score -4475746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4475748.000000 Penalty: 5175.627930
	Iteration 43Q: 3 clusters Score -4475748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4475747.500000 Penalty: 5175.627930
	Iteration 44Q: 3 clusters Score -4475748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4475746.000000 Penalty: 5175.627930
	Iteration 45Q: 3 clusters Score -4475746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4475750.500000 Penalty: 5175.627930
	Iteration 46Q: 3 clusters Score -4475750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4475752.500000 Penalty: 5175.627930
	Iteration 47Q: 3 clusters Score -4475752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4475752.500000 Penalty: 5175.627930
	Iteration 48F: 3 clusters Score -4475752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -488936.531250 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -488936.5 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 1972 members 
Entering Unmasked Estep 
Score: -485061.625000 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -485061.6 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -485891.000000 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -485891 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -486078.968750 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -486079 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -486189.468750 Penalty: 4106.352539
	Iteration 3F: 3 clusters Score -486189.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -486257.937500 Penalty: 4106.352539
	Iteration 4Q: 3 clusters Score -486257.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -486297.375000 Penalty: 4106.352539
	Iteration 5Q: 3 clusters Score -486297.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -486321.937500 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -486321.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -486338.187500 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -486338.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -486355.062500 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -486355.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486371.500000 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -486371.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -486388.375000 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -486388.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -486401.906250 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -486401.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -486416.843750 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -486416.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -486431.781250 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -486431.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -486444.125000 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -486444.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -486455.718750 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -486455.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -486465.750000 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -486465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -486479.500000 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -486479.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -486493.000000 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -486493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -486504.312500 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -486504.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -486515.781250 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -486515.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -486528.500000 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -486528.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -486540.218750 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -486540.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -486552.687500 Penalty: 4106.352539
	Iteration 23Q: 3 clusters Score -486552.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -486562.656250 Penalty: 4106.352539
	Iteration 24Q: 3 clusters Score -486562.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -486573.125000 Penalty: 4106.352539
	Iteration 25Q: 3 clusters Score -486573.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -486583.062500 Penalty: 4106.352539
	Iteration 26Q: 3 clusters Score -486583.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -486592.687500 Penalty: 4106.352539
	Iteration 27Q: 3 clusters Score -486592.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -486597.750000 Penalty: 4106.352539
	Iteration 28Q: 3 clusters Score -486597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -486603.562500 Penalty: 4106.352539
	Iteration 29Q: 3 clusters Score -486603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -486611.875000 Penalty: 4106.352539
	Iteration 30Q: 3 clusters Score -486611.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -486624.218750 Penalty: 4106.352539
	Iteration 31Q: 3 clusters Score -486624.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -486632.000000 Penalty: 4106.352539
	Iteration 32Q: 3 clusters Score -486632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -486641.000000 Penalty: 4106.352539
	Iteration 33Q: 3 clusters Score -486641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -486646.218750 Penalty: 4106.352539
	Iteration 34Q: 3 clusters Score -486646.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -486654.125000 Penalty: 4106.352539
	Iteration 35Q: 3 clusters Score -486654.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -486666.000000 Penalty: 4106.352539
	Iteration 36Q: 3 clusters Score -486666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -486674.968750 Penalty: 4106.352539
	Iteration 37Q: 3 clusters Score -486675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -486681.218750 Penalty: 4106.352539
	Iteration 38Q: 3 clusters Score -486681.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -486691.968750 Penalty: 4106.352539
	Iteration 39Q: 3 clusters Score -486692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -486700.968750 Penalty: 4106.352539
	Iteration 40F: 3 clusters Score -486701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -486708.187500 Penalty: 4106.352539
	Iteration 41Q: 3 clusters Score -486708.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -486713.656250 Penalty: 4106.352539
	Iteration 42Q: 3 clusters Score -486713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -486717.312500 Penalty: 4106.352539
	Iteration 43Q: 3 clusters Score -486717.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -486722.906250 Penalty: 4106.352539
	Iteration 44Q: 3 clusters Score -486722.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -486731.781250 Penalty: 4106.352539
	Iteration 45Q: 3 clusters Score -486731.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -486740.250000 Penalty: 4106.352539
	Iteration 46Q: 3 clusters Score -486740.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -486754.562500 Penalty: 4106.352539
	Iteration 47Q: 3 clusters Score -486754.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -486769.062500 Penalty: 4106.352539
	Iteration 48Q: 3 clusters Score -486769.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -486778.812500 Penalty: 4106.352539
	Iteration 49Q: 3 clusters Score -486778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -486788.000000 Penalty: 4106.352539
	Iteration 50Q: 3 clusters Score -486788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -486798.312500 Penalty: 4106.352539
	Iteration 51Q: 3 clusters Score -486798.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -486807.906250 Penalty: 4106.352539
	Iteration 52Q: 3 clusters Score -486807.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -486817.062500 Penalty: 4106.352539
	Iteration 53Q: 3 clusters Score -486817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -486826.500000 Penalty: 4106.352539
	Iteration 54Q: 3 clusters Score -486826.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -486835.937500 Penalty: 4106.352539
	Iteration 55Q: 3 clusters Score -486835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -486841.000000 Penalty: 4106.352539
	Iteration 56Q: 3 clusters Score -486841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -486848.218750 Penalty: 4106.352539
	Iteration 57Q: 3 clusters Score -486848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -486851.218750 Penalty: 4106.352539
	Iteration 58Q: 3 clusters Score -486851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -486855.531250 Penalty: 4106.352539
	Iteration 59Q: 3 clusters Score -486855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -486859.562500 Penalty: 4106.352539
	Iteration 60F: 3 clusters Score -486859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -486862.500000 Penalty: 4106.352539
	Iteration 61Q: 3 clusters Score -486862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -486865.625000 Penalty: 4106.352539
	Iteration 62Q: 3 clusters Score -486865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -486868.468750 Penalty: 4106.352539
	Iteration 63Q: 3 clusters Score -486868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -486873.625000 Penalty: 4106.352539
	Iteration 64Q: 3 clusters Score -486873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -486878.843750 Penalty: 4106.352539
	Iteration 65Q: 3 clusters Score -486878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -486883.156250 Penalty: 4106.352539
	Iteration 66Q: 3 clusters Score -486883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -486886.562500 Penalty: 4106.352539
	Iteration 67Q: 3 clusters Score -486886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -486890.000000 Penalty: 4106.352539
	Iteration 68Q: 3 clusters Score -486890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -486892.687500 Penalty: 4106.352539
	Iteration 69Q: 3 clusters Score -486892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -486893.593750 Penalty: 4106.352539
	Iteration 70Q: 3 clusters Score -486893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -486896.781250 Penalty: 4106.352539
	Iteration 71Q: 3 clusters Score -486896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -486898.843750 Penalty: 4106.352539
	Iteration 72Q: 3 clusters Score -486898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -486901.000000 Penalty: 4106.352539
	Iteration 73Q: 3 clusters Score -486901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -486906.000000 Penalty: 4106.352539
	Iteration 74Q: 3 clusters Score -486906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -486914.312500 Penalty: 4106.352539
	Iteration 75Q: 3 clusters Score -486914.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -486920.937500 Penalty: 4106.352539
	Iteration 76Q: 3 clusters Score -486920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -486924.718750 Penalty: 4106.352539
	Iteration 77Q: 3 clusters Score -486924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -486928.218750 Penalty: 4106.352539
	Iteration 78Q: 3 clusters Score -486928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -486930.031250 Penalty: 4106.352539
	Iteration 79Q: 3 clusters Score -486930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -486932.468750 Penalty: 4106.352539
	Iteration 80F: 3 clusters Score -486932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -486934.156250 Penalty: 4106.352539
	Iteration 81Q: 3 clusters Score -486934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -486935.687500 Penalty: 4106.352539
	Iteration 82Q: 3 clusters Score -486935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -486939.875000 Penalty: 4106.352539
	Iteration 83Q: 3 clusters Score -486939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -486941.625000 Penalty: 4106.352539
	Iteration 84Q: 3 clusters Score -486941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -486941.625000 Penalty: 4106.352539
	Iteration 85Q: 3 clusters Score -486941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -486943.062500 Penalty: 4106.352539
	Iteration 86Q: 3 clusters Score -486943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -486943.343750 Penalty: 4106.352539
	Iteration 87Q: 3 clusters Score -486943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -486943.343750 Penalty: 4106.352539
	Iteration 88F: 3 clusters Score -486943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Entering Unmasked Estep 
Score: -5634859.500000 Penalty: 2652.485840
	Iteration 0F: 2 clusters Score -5634860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5605156.000000 Penalty: 5304.971680
	Iteration 0F: 3 clusters Score -5605156 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5616116.500000 Penalty: 5304.971680
	Iteration 1F: 3 clusters Score -5616116 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5616597.500000 Penalty: 5304.971680
	Iteration 2Q: 3 clusters Score -5616598 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5617187.500000 Penalty: 5304.971680
	Iteration 3Q: 3 clusters Score -5617188 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5617930.000000 Penalty: 5304.971680
	Iteration 4Q: 3 clusters Score -5617930 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5618857.500000 Penalty: 5304.971680
	Iteration 5Q: 3 clusters Score -5618858 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5620070.500000 Penalty: 5304.971680
	Iteration 6F: 3 clusters Score -5620070 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5621409.000000 Penalty: 5304.971680
	Iteration 7F: 3 clusters Score -5621409 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5622901.000000 Penalty: 5304.971680
	Iteration 8F: 3 clusters Score -5622901 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -5624503.500000 Penalty: 5304.971680
	Iteration 9F: 3 clusters Score -5624504 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5626107.000000 Penalty: 5304.971680
	Iteration 10F: 3 clusters Score -5626107 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5627704.500000 Penalty: 5304.971680
	Iteration 11Q: 3 clusters Score -5627704 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5629185.000000 Penalty: 5304.971680
	Iteration 12Q: 3 clusters Score -5629185 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5630582.000000 Penalty: 5304.971680
	Iteration 13Q: 3 clusters Score -5630582 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5631595.000000 Penalty: 5304.971680
	Iteration 14Q: 3 clusters Score -5631595 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5632125.500000 Penalty: 5304.971680
	Iteration 15Q: 3 clusters Score -5632126 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5632317.500000 Penalty: 5304.971680
	Iteration 16Q: 3 clusters Score -5632318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5632415.500000 Penalty: 5304.971680
	Iteration 17Q: 3 clusters Score -5632416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5632478.000000 Penalty: 5304.971680
	Iteration 18Q: 3 clusters Score -5632478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5632505.000000 Penalty: 5304.971680
	Iteration 19Q: 3 clusters Score -5632505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5632516.500000 Penalty: 5304.971680
	Iteration 20F: 3 clusters Score -5632516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5632529.000000 Penalty: 5304.971680
	Iteration 21Q: 3 clusters Score -5632529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5632542.500000 Penalty: 5304.971680
	Iteration 22Q: 3 clusters Score -5632542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5632555.500000 Penalty: 5304.971680
	Iteration 23Q: 3 clusters Score -5632556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5632556.500000 Penalty: 5304.971680
	Iteration 24Q: 3 clusters Score -5632556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5632557.000000 Penalty: 5304.971680
	Iteration 25Q: 3 clusters Score -5632557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5632562.000000 Penalty: 5304.971680
	Iteration 26Q: 3 clusters Score -5632562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5632566.500000 Penalty: 5304.971680
	Iteration 27Q: 3 clusters Score -5632566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5632568.500000 Penalty: 5304.971680
	Iteration 28Q: 3 clusters Score -5632568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5632568.500000 Penalty: 5304.971680
	Iteration 29F: 3 clusters Score -5632568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Entering Unmasked Estep 
Score: -2126524.000000 Penalty: 2440.732910
	Iteration 0F: 2 clusters Score -2126524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2113136.750000 Penalty: 4881.465820
	Iteration 0F: 3 clusters Score -2113137 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2117727.250000 Penalty: 4881.465820
	Iteration 1F: 3 clusters Score -2117727 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2118256.750000 Penalty: 4881.465820
	Iteration 2F: 3 clusters Score -2118257 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2118742.500000 Penalty: 4881.465820
	Iteration 3F: 3 clusters Score -2118742 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2119199.000000 Penalty: 4881.465820
	Iteration 4F: 3 clusters Score -2119199 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2119609.500000 Penalty: 4881.465820
	Iteration 5Q: 3 clusters Score -2119610 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2119987.250000 Penalty: 4881.465820
	Iteration 6Q: 3 clusters Score -2119987 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2120351.250000 Penalty: 4881.465820
	Iteration 7Q: 3 clusters Score -2120351 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2120682.500000 Penalty: 4881.465820
	Iteration 8Q: 3 clusters Score -2120682 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2121028.750000 Penalty: 4881.465820
	Iteration 9Q: 3 clusters Score -2121029 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2121372.500000 Penalty: 4881.465820
	Iteration 10Q: 3 clusters Score -2121372 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2121733.500000 Penalty: 4881.465820
	Iteration 11Q: 3 clusters Score -2121734 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2122064.250000 Penalty: 4881.465820
	Iteration 12Q: 3 clusters Score -2122064 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2122357.000000 Penalty: 4881.465820
	Iteration 13Q: 3 clusters Score -2122357 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2122615.750000 Penalty: 4881.465820
	Iteration 14Q: 3 clusters Score -2122616 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2122807.500000 Penalty: 4881.465820
	Iteration 15Q: 3 clusters Score -2122808 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2122943.500000 Penalty: 4881.465820
	Iteration 16Q: 3 clusters Score -2122944 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2123036.750000 Penalty: 4881.465820
	Iteration 17Q: 3 clusters Score -2123037 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2123100.250000 Penalty: 4881.465820
	Iteration 18Q: 3 clusters Score -2123100 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2123158.500000 Penalty: 4881.465820
	Iteration 19Q: 3 clusters Score -2123158 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2123221.500000 Penalty: 4881.465820
	Iteration 20F: 3 clusters Score -2123222 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2123275.250000 Penalty: 4881.465820
	Iteration 21Q: 3 clusters Score -2123275 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2123314.750000 Penalty: 4881.465820
	Iteration 22Q: 3 clusters Score -2123315 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2123363.750000 Penalty: 4881.465820
	Iteration 23Q: 3 clusters Score -2123364 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2123401.500000 Penalty: 4881.465820
	Iteration 24Q: 3 clusters Score -2123402 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2123435.250000 Penalty: 4881.465820
	Iteration 25Q: 3 clusters Score -2123435 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2123483.000000 Penalty: 4881.465820
	Iteration 26Q: 3 clusters Score -2123483 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2123549.250000 Penalty: 4881.465820
	Iteration 27Q: 3 clusters Score -2123549 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2123600.250000 Penalty: 4881.465820
	Iteration 28Q: 3 clusters Score -2123600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2123666.500000 Penalty: 4881.465820
	Iteration 29Q: 3 clusters Score -2123666 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2123735.250000 Penalty: 4881.465820
	Iteration 30Q: 3 clusters Score -2123735 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2123785.750000 Penalty: 4881.465820
	Iteration 31Q: 3 clusters Score -2123786 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2123840.500000 Penalty: 4881.465820
	Iteration 32Q: 3 clusters Score -2123840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2123900.000000 Penalty: 4881.465820
	Iteration 33Q: 3 clusters Score -2123900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2123956.250000 Penalty: 4881.465820
	Iteration 34Q: 3 clusters Score -2123956 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2124020.750000 Penalty: 4881.465820
	Iteration 35Q: 3 clusters Score -2124021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2124096.250000 Penalty: 4881.465820
	Iteration 36Q: 3 clusters Score -2124096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2124158.250000 Penalty: 4881.465820
	Iteration 37Q: 3 clusters Score -2124158 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2124213.000000 Penalty: 4881.465820
	Iteration 38Q: 3 clusters Score -2124213 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2124267.750000 Penalty: 4881.465820
	Iteration 39Q: 3 clusters Score -2124268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2124312.500000 Penalty: 4881.465820
	Iteration 40F: 3 clusters Score -2124312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2124350.250000 Penalty: 4881.465820
	Iteration 41Q: 3 clusters Score -2124350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2124372.750000 Penalty: 4881.465820
	Iteration 42Q: 3 clusters Score -2124373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2124403.250000 Penalty: 4881.465820
	Iteration 43Q: 3 clusters Score -2124403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2124424.750000 Penalty: 4881.465820
	Iteration 44Q: 3 clusters Score -2124425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2124442.500000 Penalty: 4881.465820
	Iteration 45Q: 3 clusters Score -2124442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2124456.000000 Penalty: 4881.465820
	Iteration 46Q: 3 clusters Score -2124456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2124466.500000 Penalty: 4881.465820
	Iteration 47Q: 3 clusters Score -2124466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2124482.750000 Penalty: 4881.465820
	Iteration 48Q: 3 clusters Score -2124483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2124485.750000 Penalty: 4881.465820
	Iteration 49Q: 3 clusters Score -2124486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2124494.750000 Penalty: 4881.465820
	Iteration 50Q: 3 clusters Score -2124495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2124508.000000 Penalty: 4881.465820
	Iteration 51Q: 3 clusters Score -2124508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2124516.750000 Penalty: 4881.465820
	Iteration 52Q: 3 clusters Score -2124517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2124528.750000 Penalty: 4881.465820
	Iteration 53Q: 3 clusters Score -2124529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2124537.500000 Penalty: 4881.465820
	Iteration 54Q: 3 clusters Score -2124538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2124547.250000 Penalty: 4881.465820
	Iteration 55Q: 3 clusters Score -2124547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2124555.000000 Penalty: 4881.465820
	Iteration 56Q: 3 clusters Score -2124555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2124564.500000 Penalty: 4881.465820
	Iteration 57Q: 3 clusters Score -2124564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2124570.000000 Penalty: 4881.465820
	Iteration 58Q: 3 clusters Score -2124570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2124574.500000 Penalty: 4881.465820
	Iteration 59Q: 3 clusters Score -2124574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2124580.500000 Penalty: 4881.465820
	Iteration 60F: 3 clusters Score -2124580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2124582.500000 Penalty: 4881.465820
	Iteration 61Q: 3 clusters Score -2124582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2124586.250000 Penalty: 4881.465820
	Iteration 62Q: 3 clusters Score -2124586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2124587.500000 Penalty: 4881.465820
	Iteration 63Q: 3 clusters Score -2124588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2124595.500000 Penalty: 4881.465820
	Iteration 64Q: 3 clusters Score -2124596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2124598.000000 Penalty: 4881.465820
	Iteration 65Q: 3 clusters Score -2124598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2124600.500000 Penalty: 4881.465820
	Iteration 66Q: 3 clusters Score -2124600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2124602.750000 Penalty: 4881.465820
	Iteration 67Q: 3 clusters Score -2124603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2124606.500000 Penalty: 4881.465820
	Iteration 68Q: 3 clusters Score -2124606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2124610.750000 Penalty: 4881.465820
	Iteration 69Q: 3 clusters Score -2124611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2124617.000000 Penalty: 4881.465820
	Iteration 70Q: 3 clusters Score -2124617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2124618.750000 Penalty: 4881.465820
	Iteration 71Q: 3 clusters Score -2124619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2124617.500000 Penalty: 4881.465820
	Iteration 72Q: 3 clusters Score -2124618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2124622.500000 Penalty: 4881.465820
	Iteration 73Q: 3 clusters Score -2124622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2124628.000000 Penalty: 4881.465820
	Iteration 74Q: 3 clusters Score -2124628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2124632.250000 Penalty: 4881.465820
	Iteration 75Q: 3 clusters Score -2124632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2124630.250000 Penalty: 4881.465820
	Iteration 76Q: 3 clusters Score -2124630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2124635.500000 Penalty: 4881.465820
	Iteration 77Q: 3 clusters Score -2124636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2124638.750000 Penalty: 4881.465820
	Iteration 78Q: 3 clusters Score -2124639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2124643.500000 Penalty: 4881.465820
	Iteration 79Q: 3 clusters Score -2124644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2124641.250000 Penalty: 4881.465820
	Iteration 80F: 3 clusters Score -2124641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2124644.250000 Penalty: 4881.465820
	Iteration 81Q: 3 clusters Score -2124644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2124646.250000 Penalty: 4881.465820
	Iteration 82Q: 3 clusters Score -2124646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2124646.750000 Penalty: 4881.465820
	Iteration 83Q: 3 clusters Score -2124647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2124646.750000 Penalty: 4881.465820
	Iteration 84F: 3 clusters Score -2124647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Entering Unmasked Estep 
Score: -3206393.500000 Penalty: 2503.215820
	Iteration 0F: 2 clusters Score -3206394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3189655.500000 Penalty: 5006.431641
	Iteration 0F: 3 clusters Score -3189656 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3195377.000000 Penalty: 5006.431641
	Iteration 1F: 3 clusters Score -3195377 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3195688.500000 Penalty: 5006.431641
	Iteration 2Q: 3 clusters Score -3195688 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3195951.750000 Penalty: 5006.431641
	Iteration 3Q: 3 clusters Score -3195952 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3196197.250000 Penalty: 5006.431641
	Iteration 4Q: 3 clusters Score -3196197 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3196492.250000 Penalty: 5006.431641
	Iteration 5Q: 3 clusters Score -3196492 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3196875.000000 Penalty: 5006.431641
	Iteration 6Q: 3 clusters Score -3196875 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3197361.250000 Penalty: 5006.431641
	Iteration 7Q: 3 clusters Score -3197361 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3198193.750000 Penalty: 5006.431641
	Iteration 8F: 3 clusters Score -3198194 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3199349.750000 Penalty: 5006.431641
	Iteration 9F: 3 clusters Score -3199350 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3200793.250000 Penalty: 5006.431641
	Iteration 10F: 3 clusters Score -3200793 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3202225.750000 Penalty: 5006.431641
	Iteration 11F: 3 clusters Score -3202226 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3203168.000000 Penalty: 5006.431641
	Iteration 12Q: 3 clusters Score -3203168 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3203624.000000 Penalty: 5006.431641
	Iteration 13Q: 3 clusters Score -3203624 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3203844.750000 Penalty: 5006.431641
	Iteration 14Q: 3 clusters Score -3203845 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3203995.250000 Penalty: 5006.431641
	Iteration 15Q: 3 clusters Score -3203995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3204080.000000 Penalty: 5006.431641
	Iteration 16Q: 3 clusters Score -3204080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3204141.000000 Penalty: 5006.431641
	Iteration 17Q: 3 clusters Score -3204141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3204187.500000 Penalty: 5006.431641
	Iteration 18Q: 3 clusters Score -3204188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3204205.000000 Penalty: 5006.431641
	Iteration 19Q: 3 clusters Score -3204205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3204217.500000 Penalty: 5006.431641
	Iteration 20F: 3 clusters Score -3204218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3204223.500000 Penalty: 5006.431641
	Iteration 21Q: 3 clusters Score -3204224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3204229.750000 Penalty: 5006.431641
	Iteration 22Q: 3 clusters Score -3204230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3204239.000000 Penalty: 5006.431641
	Iteration 23Q: 3 clusters Score -3204239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3204243.500000 Penalty: 5006.431641
	Iteration 24Q: 3 clusters Score -3204244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3204245.750000 Penalty: 5006.431641
	Iteration 25Q: 3 clusters Score -3204246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3204244.250000 Penalty: 5006.431641
	Iteration 26Q: 3 clusters Score -3204244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3204244.250000 Penalty: 5006.431641
	Iteration 27F: 3 clusters Score -3204244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1349841.625000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1349842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1341409.250000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1341409 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1343890.875000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1343891 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1344282.750000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1344283 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1344594.375000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1344594 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1344829.250000 Penalty: 4619.957520
	Iteration 4Q: 3 clusters Score -1344829 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1345015.750000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1345016 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1345167.750000 Penalty: 4619.957520
	Iteration 6Q: 3 clusters Score -1345168 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1345296.000000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1345296 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1345421.750000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1345422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1345526.875000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1345527 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1345620.250000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1345620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1345710.125000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1345710 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1345820.750000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1345821 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1345959.875000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1345960 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1346101.000000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1346101 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1346269.750000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1346270 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1346458.250000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1346458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1346614.250000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1346614 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1346786.125000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1346786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1346975.875000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1346976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1347167.875000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1347168 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1347371.500000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1347372 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1347633.250000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1347633 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1347935.875000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1347936 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1348260.750000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1348261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1348508.500000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1348508 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1348650.125000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1348650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1348750.750000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1348751 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1348812.125000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1348812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1348855.750000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1348856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1348890.250000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1348890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1348921.500000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1348922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1348944.625000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1348945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1348959.125000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1348959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1348982.250000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1348982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1349006.500000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1349006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1349020.125000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1349020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1349034.250000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1349034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1349049.125000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1349049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1349064.250000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1349064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1349097.125000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1349097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1349116.625000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1349117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1349139.750000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1349140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1349154.625000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1349155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1349166.500000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1349166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1349169.375000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1349169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1349170.125000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1349170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1349171.250000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1349171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1349176.500000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1349176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1349174.500000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1349174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1349175.500000 Penalty: 4619.957520
	Iteration 50Q: 3 clusters Score -1349176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1349176.750000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1349177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1349174.625000 Penalty: 4619.957520
	Iteration 52Q: 3 clusters Score -1349175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1349176.375000 Penalty: 4619.957520
	Iteration 53Q: 3 clusters Score -1349176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1349176.375000 Penalty: 4619.957520
	Iteration 54F: 3 clusters Score -1349176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -1464507.500000 Penalty: 2318.587891
	Iteration 0F: 2 clusters Score -1464508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1455934.500000 Penalty: 4637.175781
	Iteration 0F: 3 clusters Score -1455934 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1458405.875000 Penalty: 4637.175781
	Iteration 1F: 3 clusters Score -1458406 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1458719.375000 Penalty: 4637.175781
	Iteration 2F: 3 clusters Score -1458719 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1458972.125000 Penalty: 4637.175781
	Iteration 3Q: 3 clusters Score -1458972 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1459207.125000 Penalty: 4637.175781
	Iteration 4Q: 3 clusters Score -1459207 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1459452.500000 Penalty: 4637.175781
	Iteration 5Q: 3 clusters Score -1459452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1459706.000000 Penalty: 4637.175781
	Iteration 6Q: 3 clusters Score -1459706 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1460023.375000 Penalty: 4637.175781
	Iteration 7Q: 3 clusters Score -1460023 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1460433.375000 Penalty: 4637.175781
	Iteration 8Q: 3 clusters Score -1460433 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1460856.625000 Penalty: 4637.175781
	Iteration 9Q: 3 clusters Score -1460857 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1461203.625000 Penalty: 4637.175781
	Iteration 10Q: 3 clusters Score -1461204 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1461447.875000 Penalty: 4637.175781
	Iteration 11Q: 3 clusters Score -1461448 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1461624.375000 Penalty: 4637.175781
	Iteration 12Q: 3 clusters Score -1461624 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1461785.375000 Penalty: 4637.175781
	Iteration 13Q: 3 clusters Score -1461785 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1461929.250000 Penalty: 4637.175781
	Iteration 14Q: 3 clusters Score -1461929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1462066.500000 Penalty: 4637.175781
	Iteration 15Q: 3 clusters Score -1462066 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1462204.375000 Penalty: 4637.175781
	Iteration 16Q: 3 clusters Score -1462204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1462403.750000 Penalty: 4637.175781
	Iteration 17Q: 3 clusters Score -1462404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1462664.875000 Penalty: 4637.175781
	Iteration 18Q: 3 clusters Score -1462665 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1463003.250000 Penalty: 4637.175781
	Iteration 19Q: 3 clusters Score -1463003 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1463409.875000 Penalty: 4637.175781
	Iteration 20F: 3 clusters Score -1463410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1463747.250000 Penalty: 4637.175781
	Iteration 21Q: 3 clusters Score -1463747 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1463965.125000 Penalty: 4637.175781
	Iteration 22Q: 3 clusters Score -1463965 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1464107.250000 Penalty: 4637.175781
	Iteration 23Q: 3 clusters Score -1464107 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1464167.500000 Penalty: 4637.175781
	Iteration 24Q: 3 clusters Score -1464168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1464197.125000 Penalty: 4637.175781
	Iteration 25Q: 3 clusters Score -1464197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1464217.750000 Penalty: 4637.175781
	Iteration 26Q: 3 clusters Score -1464218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1464229.250000 Penalty: 4637.175781
	Iteration 27Q: 3 clusters Score -1464229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1464234.375000 Penalty: 4637.175781
	Iteration 28Q: 3 clusters Score -1464234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1464235.375000 Penalty: 4637.175781
	Iteration 29Q: 3 clusters Score -1464235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1464240.250000 Penalty: 4637.175781
	Iteration 30Q: 3 clusters Score -1464240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1464240.250000 Penalty: 4637.175781
	Iteration 31Q: 3 clusters Score -1464240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1464241.375000 Penalty: 4637.175781
	Iteration 32Q: 3 clusters Score -1464241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1464240.625000 Penalty: 4637.175781
	Iteration 33Q: 3 clusters Score -1464241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1464240.625000 Penalty: 4637.175781
	Iteration 34F: 3 clusters Score -1464241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -316077.093750 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -316077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -313026.906250 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -313026.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -313739.593750 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -313739.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313983.156250 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -313983.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -314148.906250 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -314148.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -314264.718750 Penalty: 3921.830078
	Iteration 4Q: 3 clusters Score -314264.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314360.125000 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -314360.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -314444.750000 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -314444.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -314522.125000 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -314522.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -314595.718750 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -314595.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -314676.156250 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -314676.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -314748.375000 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -314748.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -314816.968750 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -314817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -314877.218750 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -314877.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -314951.156250 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -314951.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -315025.062500 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -315025.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -315087.593750 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -315087.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -315125.187500 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -315125.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -315161.812500 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -315161.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -315183.375000 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -315183.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -315195.093750 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -315195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315202.843750 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -315202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -315209.156250 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -315209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315213.187500 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -315213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -315214.625000 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -315214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -315214.625000 Penalty: 3921.830078
	Iteration 24F: 3 clusters Score -315214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Entering Unmasked Estep 
Score: -4524876.500000 Penalty: 2616.026611
	Iteration 0F: 2 clusters Score -4524876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4499073.000000 Penalty: 5232.053223
	Iteration 0F: 3 clusters Score -4499073 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4509182.000000 Penalty: 5232.053223
	Iteration 1F: 3 clusters Score -4509182 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4510210.500000 Penalty: 5232.053223
	Iteration 2F: 3 clusters Score -4510210 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4511600.000000 Penalty: 5232.053223
	Iteration 3F: 3 clusters Score -4511600 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4513084.500000 Penalty: 5232.053223
	Iteration 4F: 3 clusters Score -4513084 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4514605.000000 Penalty: 5232.053223
	Iteration 5F: 3 clusters Score -4514605 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4516047.000000 Penalty: 5232.053223
	Iteration 6F: 3 clusters Score -4516047 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4517149.500000 Penalty: 5232.053223
	Iteration 7F: 3 clusters Score -4517150 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4518020.500000 Penalty: 5232.053223
	Iteration 8Q: 3 clusters Score -4518020 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -4518505.500000 Penalty: 5232.053223
	Iteration 9Q: 3 clusters Score -4518506 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4518847.000000 Penalty: 5232.053223
	Iteration 10Q: 3 clusters Score -4518847 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4519039.500000 Penalty: 5232.053223
	Iteration 11Q: 3 clusters Score -4519040 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4519182.500000 Penalty: 5232.053223
	Iteration 12Q: 3 clusters Score -4519182 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4519321.000000 Penalty: 5232.053223
	Iteration 13Q: 3 clusters Score -4519321 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -4519432.000000 Penalty: 5232.053223
	Iteration 14Q: 3 clusters Score -4519432 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4519521.500000 Penalty: 5232.053223
	Iteration 15Q: 3 clusters Score -4519522 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -4519621.500000 Penalty: 5232.053223
	Iteration 16Q: 3 clusters Score -4519622 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4519715.000000 Penalty: 5232.053223
	Iteration 17Q: 3 clusters Score -4519715 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4519783.500000 Penalty: 5232.053223
	Iteration 18Q: 3 clusters Score -4519784 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4519895.500000 Penalty: 5232.053223
	Iteration 19Q: 3 clusters Score -4519896 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4519948.500000 Penalty: 5232.053223
	Iteration 20F: 3 clusters Score -4519948 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4520032.500000 Penalty: 5232.053223
	Iteration 21Q: 3 clusters Score -4520032 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4520126.000000 Penalty: 5232.053223
	Iteration 22Q: 3 clusters Score -4520126 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4520212.000000 Penalty: 5232.053223
	Iteration 23Q: 3 clusters Score -4520212 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -4520302.000000 Penalty: 5232.053223
	Iteration 24Q: 3 clusters Score -4520302 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4520373.000000 Penalty: 5232.053223
	Iteration 25Q: 3 clusters Score -4520373 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4520441.500000 Penalty: 5232.053223
	Iteration 26Q: 3 clusters Score -4520442 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4520506.500000 Penalty: 5232.053223
	Iteration 27Q: 3 clusters Score -4520506 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4520596.500000 Penalty: 5232.053223
	Iteration 28Q: 3 clusters Score -4520596 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4520689.500000 Penalty: 5232.053223
	Iteration 29Q: 3 clusters Score -4520690 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4520770.500000 Penalty: 5232.053223
	Iteration 30Q: 3 clusters Score -4520770 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4520837.500000 Penalty: 5232.053223
	Iteration 31Q: 3 clusters Score -4520838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4520906.000000 Penalty: 5232.053223
	Iteration 32Q: 3 clusters Score -4520906 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4520971.000000 Penalty: 5232.053223
	Iteration 33Q: 3 clusters Score -4520971 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4521039.500000 Penalty: 5232.053223
	Iteration 34Q: 3 clusters Score -4521040 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4521110.000000 Penalty: 5232.053223
	Iteration 35Q: 3 clusters Score -4521110 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4521168.500000 Penalty: 5232.053223
	Iteration 36Q: 3 clusters Score -4521168 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4521218.500000 Penalty: 5232.053223
	Iteration 37Q: 3 clusters Score -4521218 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4521285.000000 Penalty: 5232.053223
	Iteration 38Q: 3 clusters Score -4521285 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4521358.000000 Penalty: 5232.053223
	Iteration 39Q: 3 clusters Score -4521358 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4521419.500000 Penalty: 5232.053223
	Iteration 40F: 3 clusters Score -4521420 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4521477.500000 Penalty: 5232.053223
	Iteration 41Q: 3 clusters Score -4521478 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4521542.000000 Penalty: 5232.053223
	Iteration 42Q: 3 clusters Score -4521542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4521612.500000 Penalty: 5232.053223
	Iteration 43Q: 3 clusters Score -4521612 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4521684.500000 Penalty: 5232.053223
	Iteration 44Q: 3 clusters Score -4521684 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4521729.000000 Penalty: 5232.053223
	Iteration 45Q: 3 clusters Score -4521729 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4521803.000000 Penalty: 5232.053223
	Iteration 46Q: 3 clusters Score -4521803 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4521874.000000 Penalty: 5232.053223
	Iteration 47Q: 3 clusters Score -4521874 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4521927.500000 Penalty: 5232.053223
	Iteration 48Q: 3 clusters Score -4521928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4522003.000000 Penalty: 5232.053223
	Iteration 49Q: 3 clusters Score -4522003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4522085.500000 Penalty: 5232.053223
	Iteration 50Q: 3 clusters Score -4522086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4522146.000000 Penalty: 5232.053223
	Iteration 51Q: 3 clusters Score -4522146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4522215.000000 Penalty: 5232.053223
	Iteration 52Q: 3 clusters Score -4522215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4522296.000000 Penalty: 5232.053223
	Iteration 53Q: 3 clusters Score -4522296 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4522413.500000 Penalty: 5232.053223
	Iteration 54Q: 3 clusters Score -4522414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4522556.500000 Penalty: 5232.053223
	Iteration 55Q: 3 clusters Score -4522556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4522679.000000 Penalty: 5232.053223
	Iteration 56Q: 3 clusters Score -4522679 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4522790.500000 Penalty: 5232.053223
	Iteration 57Q: 3 clusters Score -4522790 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4522860.500000 Penalty: 5232.053223
	Iteration 58Q: 3 clusters Score -4522860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4522937.500000 Penalty: 5232.053223
	Iteration 59Q: 3 clusters Score -4522938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4522985.000000 Penalty: 5232.053223
	Iteration 60F: 3 clusters Score -4522985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4523028.500000 Penalty: 5232.053223
	Iteration 61Q: 3 clusters Score -4523028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4523070.500000 Penalty: 5232.053223
	Iteration 62Q: 3 clusters Score -4523070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4523091.500000 Penalty: 5232.053223
	Iteration 63Q: 3 clusters Score -4523092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4523103.500000 Penalty: 5232.053223
	Iteration 64Q: 3 clusters Score -4523104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4523107.000000 Penalty: 5232.053223
	Iteration 65Q: 3 clusters Score -4523107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4523107.000000 Penalty: 5232.053223
	Iteration 66Q: 3 clusters Score -4523107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4523106.500000 Penalty: 5232.053223
	Iteration 67Q: 3 clusters Score -4523106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4523106.500000 Penalty: 5232.053223
	Iteration 68Q: 3 clusters Score -4523106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4523106.000000 Penalty: 5232.053223
	Iteration 69Q: 3 clusters Score -4523106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4523117.000000 Penalty: 5232.053223
	Iteration 70Q: 3 clusters Score -4523117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4523117.000000 Penalty: 5232.053223
	Iteration 71Q: 3 clusters Score -4523117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4523116.500000 Penalty: 5232.053223
	Iteration 72Q: 3 clusters Score -4523116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4523118.000000 Penalty: 5232.053223
	Iteration 73Q: 3 clusters Score -4523118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4523119.500000 Penalty: 5232.053223
	Iteration 74Q: 3 clusters Score -4523120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4523119.000000 Penalty: 5232.053223
	Iteration 75Q: 3 clusters Score -4523119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4523117.500000 Penalty: 5232.053223
	Iteration 76Q: 3 clusters Score -4523118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4523119.000000 Penalty: 5232.053223
	Iteration 77Q: 3 clusters Score -4523119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4523117.500000 Penalty: 5232.053223
	Iteration 78Q: 3 clusters Score -4523118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4523125.000000 Penalty: 5232.053223
	Iteration 79Q: 3 clusters Score -4523125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4523124.500000 Penalty: 5232.053223
	Iteration 80F: 3 clusters Score -4523124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4523122.000000 Penalty: 5232.053223
	Iteration 81Q: 3 clusters Score -4523122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4523125.500000 Penalty: 5232.053223
	Iteration 82Q: 3 clusters Score -4523126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4523131.500000 Penalty: 5232.053223
	Iteration 83Q: 3 clusters Score -4523132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4523132.000000 Penalty: 5232.053223
	Iteration 84Q: 3 clusters Score -4523132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4523127.500000 Penalty: 5232.053223
	Iteration 85Q: 3 clusters Score -4523128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4523130.000000 Penalty: 5232.053223
	Iteration 86Q: 3 clusters Score -4523130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4523131.000000 Penalty: 5232.053223
	Iteration 87Q: 3 clusters Score -4523131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4523132.000000 Penalty: 5232.053223
	Iteration 88Q: 3 clusters Score -4523132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4523128.000000 Penalty: 5232.053223
	Iteration 89Q: 3 clusters Score -4523128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4523129.000000 Penalty: 5232.053223
	Iteration 90Q: 3 clusters Score -4523129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4523128.000000 Penalty: 5232.053223
	Iteration 91Q: 3 clusters Score -4523128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4523128.500000 Penalty: 5232.053223
	Iteration 92Q: 3 clusters Score -4523128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4523128.500000 Penalty: 5232.053223
	Iteration 93F: 3 clusters Score -4523128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Entering Unmasked Estep 
Score: -6309246.500000 Penalty: 2673.387695
	Iteration 0F: 2 clusters Score -6309246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6276789.000000 Penalty: 5346.775391
	Iteration 0F: 3 clusters Score -6276789 nChanged 22084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -6289584.000000 Penalty: 5346.775391
	Iteration 1F: 3 clusters Score -6289584 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6290575.000000 Penalty: 5346.775391
	Iteration 2F: 3 clusters Score -6290575 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6291742.000000 Penalty: 5346.775391
	Iteration 3F: 3 clusters Score -6291742 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6293117.500000 Penalty: 5346.775391
	Iteration 4F: 3 clusters Score -6293118 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6294936.000000 Penalty: 5346.775391
	Iteration 5F: 3 clusters Score -6294936 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -6297072.000000 Penalty: 5346.775391
	Iteration 6F: 3 clusters Score -6297072 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -6299376.500000 Penalty: 5346.775391
	Iteration 7F: 3 clusters Score -6299376 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -6301577.500000 Penalty: 5346.775391
	Iteration 8F: 3 clusters Score -6301578 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -6302978.500000 Penalty: 5346.775391
	Iteration 9Q: 3 clusters Score -6302978 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -6303810.500000 Penalty: 5346.775391
	Iteration 10Q: 3 clusters Score -6303810 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -6304258.000000 Penalty: 5346.775391
	Iteration 11Q: 3 clusters Score -6304258 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -6304573.000000 Penalty: 5346.775391
	Iteration 12Q: 3 clusters Score -6304573 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -6304820.500000 Penalty: 5346.775391
	Iteration 13Q: 3 clusters Score -6304820 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -6305028.000000 Penalty: 5346.775391
	Iteration 14Q: 3 clusters Score -6305028 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -6305200.500000 Penalty: 5346.775391
	Iteration 15Q: 3 clusters Score -6305200 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6305375.000000 Penalty: 5346.775391
	Iteration 16Q: 3 clusters Score -6305375 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -6305519.000000 Penalty: 5346.775391
	Iteration 17Q: 3 clusters Score -6305519 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -6305619.000000 Penalty: 5346.775391
	Iteration 18Q: 3 clusters Score -6305619 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6305727.500000 Penalty: 5346.775391
	Iteration 19Q: 3 clusters Score -6305728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -6305846.000000 Penalty: 5346.775391
	Iteration 20F: 3 clusters Score -6305846 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6305973.000000 Penalty: 5346.775391
	Iteration 21Q: 3 clusters Score -6305973 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6306068.500000 Penalty: 5346.775391
	Iteration 22Q: 3 clusters Score -6306068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6306171.000000 Penalty: 5346.775391
	Iteration 23Q: 3 clusters Score -6306171 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6306259.000000 Penalty: 5346.775391
	Iteration 24Q: 3 clusters Score -6306259 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6306350.500000 Penalty: 5346.775391
	Iteration 25Q: 3 clusters Score -6306350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6306398.500000 Penalty: 5346.775391
	Iteration 26Q: 3 clusters Score -6306398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6306474.000000 Penalty: 5346.775391
	Iteration 27Q: 3 clusters Score -6306474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6306512.500000 Penalty: 5346.775391
	Iteration 28Q: 3 clusters Score -6306512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6306562.500000 Penalty: 5346.775391
	Iteration 29Q: 3 clusters Score -6306562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -6306602.000000 Penalty: 5346.775391
	Iteration 30Q: 3 clusters Score -6306602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -6306635.000000 Penalty: 5346.775391
	Iteration 31Q: 3 clusters Score -6306635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6306659.500000 Penalty: 5346.775391
	Iteration 32Q: 3 clusters Score -6306660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -6306689.500000 Penalty: 5346.775391
	Iteration 33Q: 3 clusters Score -6306690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -6306725.500000 Penalty: 5346.775391
	Iteration 34Q: 3 clusters Score -6306726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6306750.000000 Penalty: 5346.775391
	Iteration 35Q: 3 clusters Score -6306750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6306778.000000 Penalty: 5346.775391
	Iteration 36Q: 3 clusters Score -6306778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6306799.000000 Penalty: 5346.775391
	Iteration 37Q: 3 clusters Score -6306799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -6306808.500000 Penalty: 5346.775391
	Iteration 38Q: 3 clusters Score -6306808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -6306832.000000 Penalty: 5346.775391
	Iteration 39Q: 3 clusters Score -6306832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6306857.500000 Penalty: 5346.775391
	Iteration 40F: 3 clusters Score -6306858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6306890.500000 Penalty: 5346.775391
	Iteration 41Q: 3 clusters Score -6306890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6306907.500000 Penalty: 5346.775391
	Iteration 42Q: 3 clusters Score -6306908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -6306926.500000 Penalty: 5346.775391
	Iteration 43Q: 3 clusters Score -6306926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6306967.000000 Penalty: 5346.775391
	Iteration 44Q: 3 clusters Score -6306967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6306965.000000 Penalty: 5346.775391
	Iteration 45Q: 3 clusters Score -6306965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6306971.000000 Penalty: 5346.775391
	Iteration 46Q: 3 clusters Score -6306971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6306974.000000 Penalty: 5346.775391
	Iteration 47Q: 3 clusters Score -6306974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6306987.500000 Penalty: 5346.775391
	Iteration 48Q: 3 clusters Score -6306988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6307000.500000 Penalty: 5346.775391
	Iteration 49Q: 3 clusters Score -6307000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6307004.500000 Penalty: 5346.775391
	Iteration 50Q: 3 clusters Score -6307004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6307005.500000 Penalty: 5346.775391
	Iteration 51Q: 3 clusters Score -6307006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6307008.500000 Penalty: 5346.775391
	Iteration 52Q: 3 clusters Score -6307008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -6307007.000000 Penalty: 5346.775391
	Iteration 53Q: 3 clusters Score -6307007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6307024.500000 Penalty: 5346.775391
	Iteration 54Q: 3 clusters Score -6307024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -6307031.500000 Penalty: 5346.775391
	Iteration 55Q: 3 clusters Score -6307032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6307039.500000 Penalty: 5346.775391
	Iteration 56Q: 3 clusters Score -6307040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6307044.000000 Penalty: 5346.775391
	Iteration 57Q: 3 clusters Score -6307044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -6307045.500000 Penalty: 5346.775391
	Iteration 58Q: 3 clusters Score -6307046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6307060.500000 Penalty: 5346.775391
	Iteration 59Q: 3 clusters Score -6307060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -6307050.500000 Penalty: 5346.775391
	Iteration 60F: 3 clusters Score -6307050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6307051.500000 Penalty: 5346.775391
	Iteration 61Q: 3 clusters Score -6307052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6307054.500000 Penalty: 5346.775391
	Iteration 62Q: 3 clusters Score -6307054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6307056.500000 Penalty: 5346.775391
	Iteration 63Q: 3 clusters Score -6307056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -6307059.500000 Penalty: 5346.775391
	Iteration 64Q: 3 clusters Score -6307060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -6307068.500000 Penalty: 5346.775391
	Iteration 65Q: 3 clusters Score -6307068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6307072.000000 Penalty: 5346.775391
	Iteration 66Q: 3 clusters Score -6307072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6307080.500000 Penalty: 5346.775391
	Iteration 67Q: 3 clusters Score -6307080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6307085.000000 Penalty: 5346.775391
	Iteration 68Q: 3 clusters Score -6307085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -6307095.000000 Penalty: 5346.775391
	Iteration 69Q: 3 clusters Score -6307095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6307105.000000 Penalty: 5346.775391
	Iteration 70Q: 3 clusters Score -6307105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -6307109.500000 Penalty: 5346.775391
	Iteration 71Q: 3 clusters Score -6307110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6307118.000000 Penalty: 5346.775391
	Iteration 72Q: 3 clusters Score -6307118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6307110.500000 Penalty: 5346.775391
	Iteration 73Q: 3 clusters Score -6307110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6307117.500000 Penalty: 5346.775391
	Iteration 74Q: 3 clusters Score -6307118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -6307125.500000 Penalty: 5346.775391
	Iteration 75Q: 3 clusters Score -6307126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6307132.500000 Penalty: 5346.775391
	Iteration 76Q: 3 clusters Score -6307132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6307129.000000 Penalty: 5346.775391
	Iteration 77Q: 3 clusters Score -6307129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6307135.000000 Penalty: 5346.775391
	Iteration 78Q: 3 clusters Score -6307135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6307139.500000 Penalty: 5346.775391
	Iteration 79Q: 3 clusters Score -6307140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6307132.500000 Penalty: 5346.775391
	Iteration 80F: 3 clusters Score -6307132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6307132.500000 Penalty: 5346.775391
	Iteration 81Q: 3 clusters Score -6307132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -6307143.500000 Penalty: 5346.775391
	Iteration 82Q: 3 clusters Score -6307144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6307141.500000 Penalty: 5346.775391
	Iteration 83Q: 3 clusters Score -6307142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6307144.000000 Penalty: 5346.775391
	Iteration 84Q: 3 clusters Score -6307144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6307143.500000 Penalty: 5346.775391
	Iteration 85Q: 3 clusters Score -6307144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6307145.500000 Penalty: 5346.775391
	Iteration 86Q: 3 clusters Score -6307146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6307145.500000 Penalty: 5346.775391
	Iteration 87F: 3 clusters Score -6307146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -89496.81 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 426 members 
Entering Unmasked Estep 
Score: -87786.414062 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -87786.41 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88200.289062 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -88200.29 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88503.828125 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -88503.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88848.937500 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -88848.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89145.171875 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -89145.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89484.023438 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -89484.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89866.257812 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -89866.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90013.109375 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -90013.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90079.976562 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -90079.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90125.945312 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -90125.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90140.812500 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -90140.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90149.023438 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -90149.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90154.820312 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -90154.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90163.171875 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -90163.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90165.554688 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -90165.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90168.164062 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -90168.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90170.257812 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -90170.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90171.953125 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -90171.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90171.953125 Penalty: 3335.616699
	Iteration 18F: 3 clusters Score -90171.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 410 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 423 members 
Entering Unmasked Estep 
Score: -104963568.000000 Penalty: 118401.421875
Splitting cluster 18 changes total score from -104964600.000000 to -104963568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -2783424.250000 Penalty: 2472.299072
	Iteration 0F: 2 clusters Score -2783424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2768558.750000 Penalty: 4944.598145
	Iteration 0F: 3 clusters Score -2768559 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2773517.500000 Penalty: 4944.598145
	Iteration 1F: 3 clusters Score -2773518 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2773955.250000 Penalty: 4944.598145
	Iteration 2F: 3 clusters Score -2773955 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2774381.750000 Penalty: 4944.598145
	Iteration 3Q: 3 clusters Score -2774382 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2774860.500000 Penalty: 4944.598145
	Iteration 4Q: 3 clusters Score -2774860 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2775386.000000 Penalty: 4944.598145
	Iteration 5Q: 3 clusters Score -2775386 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2775881.250000 Penalty: 4944.598145
	Iteration 6Q: 3 clusters Score -2775881 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2776397.000000 Penalty: 4944.598145
	Iteration 7Q: 3 clusters Score -2776397 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2776895.750000 Penalty: 4944.598145
	Iteration 8Q: 3 clusters Score -2776896 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2777304.000000 Penalty: 4944.598145
	Iteration 9Q: 3 clusters Score -2777304 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2777638.500000 Penalty: 4944.598145
	Iteration 10Q: 3 clusters Score -2777638 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2777912.750000 Penalty: 4944.598145
	Iteration 11Q: 3 clusters Score -2777913 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2778137.000000 Penalty: 4944.598145
	Iteration 12Q: 3 clusters Score -2778137 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2778302.000000 Penalty: 4944.598145
	Iteration 13Q: 3 clusters Score -2778302 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2778421.250000 Penalty: 4944.598145
	Iteration 14Q: 3 clusters Score -2778421 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2778515.750000 Penalty: 4944.598145
	Iteration 15Q: 3 clusters Score -2778516 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2778595.000000 Penalty: 4944.598145
	Iteration 16Q: 3 clusters Score -2778595 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2778658.000000 Penalty: 4944.598145
	Iteration 17Q: 3 clusters Score -2778658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2778723.000000 Penalty: 4944.598145
	Iteration 18Q: 3 clusters Score -2778723 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2778771.500000 Penalty: 4944.598145
	Iteration 19Q: 3 clusters Score -2778772 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2778819.750000 Penalty: 4944.598145
	Iteration 20F: 3 clusters Score -2778820 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2778859.750000 Penalty: 4944.598145
	Iteration 21Q: 3 clusters Score -2778860 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2778897.750000 Penalty: 4944.598145
	Iteration 22Q: 3 clusters Score -2778898 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2778936.000000 Penalty: 4944.598145
	Iteration 23Q: 3 clusters Score -2778936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2778983.500000 Penalty: 4944.598145
	Iteration 24Q: 3 clusters Score -2778984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2779030.250000 Penalty: 4944.598145
	Iteration 25Q: 3 clusters Score -2779030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2779064.500000 Penalty: 4944.598145
	Iteration 26Q: 3 clusters Score -2779064 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2779096.000000 Penalty: 4944.598145
	Iteration 27Q: 3 clusters Score -2779096 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2779141.250000 Penalty: 4944.598145
	Iteration 28Q: 3 clusters Score -2779141 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2779185.000000 Penalty: 4944.598145
	Iteration 29Q: 3 clusters Score -2779185 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2779226.500000 Penalty: 4944.598145
	Iteration 30Q: 3 clusters Score -2779226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2779271.000000 Penalty: 4944.598145
	Iteration 31Q: 3 clusters Score -2779271 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2779307.000000 Penalty: 4944.598145
	Iteration 32Q: 3 clusters Score -2779307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2779348.000000 Penalty: 4944.598145
	Iteration 33Q: 3 clusters Score -2779348 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2779416.500000 Penalty: 4944.598145
	Iteration 34Q: 3 clusters Score -2779416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2779457.750000 Penalty: 4944.598145
	Iteration 35Q: 3 clusters Score -2779458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2779510.000000 Penalty: 4944.598145
	Iteration 36Q: 3 clusters Score -2779510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2779560.750000 Penalty: 4944.598145
	Iteration 37Q: 3 clusters Score -2779561 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2779612.250000 Penalty: 4944.598145
	Iteration 38Q: 3 clusters Score -2779612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2779683.000000 Penalty: 4944.598145
	Iteration 39Q: 3 clusters Score -2779683 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2779748.000000 Penalty: 4944.598145
	Iteration 40F: 3 clusters Score -2779748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2779826.250000 Penalty: 4944.598145
	Iteration 41Q: 3 clusters Score -2779826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2779893.000000 Penalty: 4944.598145
	Iteration 42Q: 3 clusters Score -2779893 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2779957.750000 Penalty: 4944.598145
	Iteration 43Q: 3 clusters Score -2779958 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2780030.750000 Penalty: 4944.598145
	Iteration 44Q: 3 clusters Score -2780031 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2780121.000000 Penalty: 4944.598145
	Iteration 45Q: 3 clusters Score -2780121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2780194.000000 Penalty: 4944.598145
	Iteration 46Q: 3 clusters Score -2780194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2780277.750000 Penalty: 4944.598145
	Iteration 47Q: 3 clusters Score -2780278 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2780370.750000 Penalty: 4944.598145
	Iteration 48Q: 3 clusters Score -2780371 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2780439.500000 Penalty: 4944.598145
	Iteration 49Q: 3 clusters Score -2780440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2780520.000000 Penalty: 4944.598145
	Iteration 50Q: 3 clusters Score -2780520 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2780605.250000 Penalty: 4944.598145
	Iteration 51Q: 3 clusters Score -2780605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2780688.750000 Penalty: 4944.598145
	Iteration 52Q: 3 clusters Score -2780689 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2780771.750000 Penalty: 4944.598145
	Iteration 53Q: 3 clusters Score -2780772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2780846.000000 Penalty: 4944.598145
	Iteration 54Q: 3 clusters Score -2780846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2780896.000000 Penalty: 4944.598145
	Iteration 55Q: 3 clusters Score -2780896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2780959.250000 Penalty: 4944.598145
	Iteration 56Q: 3 clusters Score -2780959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2781003.000000 Penalty: 4944.598145
	Iteration 57Q: 3 clusters Score -2781003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2781042.500000 Penalty: 4944.598145
	Iteration 58Q: 3 clusters Score -2781042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2781074.500000 Penalty: 4944.598145
	Iteration 59Q: 3 clusters Score -2781074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2781115.500000 Penalty: 4944.598145
	Iteration 60F: 3 clusters Score -2781116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2781138.250000 Penalty: 4944.598145
	Iteration 61Q: 3 clusters Score -2781138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2781160.000000 Penalty: 4944.598145
	Iteration 62Q: 3 clusters Score -2781160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2781178.500000 Penalty: 4944.598145
	Iteration 63Q: 3 clusters Score -2781178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2781210.000000 Penalty: 4944.598145
	Iteration 64Q: 3 clusters Score -2781210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2781222.500000 Penalty: 4944.598145
	Iteration 65Q: 3 clusters Score -2781222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2781230.750000 Penalty: 4944.598145
	Iteration 66Q: 3 clusters Score -2781231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2781247.000000 Penalty: 4944.598145
	Iteration 67Q: 3 clusters Score -2781247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2781256.750000 Penalty: 4944.598145
	Iteration 68Q: 3 clusters Score -2781257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2781268.000000 Penalty: 4944.598145
	Iteration 69Q: 3 clusters Score -2781268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2781288.250000 Penalty: 4944.598145
	Iteration 70Q: 3 clusters Score -2781288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2781302.000000 Penalty: 4944.598145
	Iteration 71Q: 3 clusters Score -2781302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2781307.250000 Penalty: 4944.598145
	Iteration 72Q: 3 clusters Score -2781307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2781313.250000 Penalty: 4944.598145
	Iteration 73Q: 3 clusters Score -2781313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2781316.750000 Penalty: 4944.598145
	Iteration 74Q: 3 clusters Score -2781317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2781319.500000 Penalty: 4944.598145
	Iteration 75Q: 3 clusters Score -2781320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2781334.500000 Penalty: 4944.598145
	Iteration 76Q: 3 clusters Score -2781334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2781337.500000 Penalty: 4944.598145
	Iteration 77Q: 3 clusters Score -2781338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2781347.000000 Penalty: 4944.598145
	Iteration 78Q: 3 clusters Score -2781347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2781358.000000 Penalty: 4944.598145
	Iteration 79Q: 3 clusters Score -2781358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2781362.250000 Penalty: 4944.598145
	Iteration 80F: 3 clusters Score -2781362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2781371.500000 Penalty: 4944.598145
	Iteration 81Q: 3 clusters Score -2781372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2781374.750000 Penalty: 4944.598145
	Iteration 82Q: 3 clusters Score -2781375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2781380.750000 Penalty: 4944.598145
	Iteration 83Q: 3 clusters Score -2781381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2781381.750000 Penalty: 4944.598145
	Iteration 84Q: 3 clusters Score -2781382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2781381.750000 Penalty: 4944.598145
	Iteration 85Q: 3 clusters Score -2781382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2781381.750000 Penalty: 4944.598145
	Iteration 86Q: 3 clusters Score -2781382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2781381.750000 Penalty: 4944.598145
	Iteration 87Q: 3 clusters Score -2781382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2781381.750000 Penalty: 4944.598145
	Iteration 88F: 3 clusters Score -2781382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Entering Unmasked Estep 
Score: -1006853.687500 Penalty: 2246.327393
	Iteration 0F: 2 clusters Score -1006854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1000103.250000 Penalty: 4492.654785
	Iteration 0F: 3 clusters Score -1000103 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1002226.312500 Penalty: 4492.654785
	Iteration 1F: 3 clusters Score -1002226 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1002673.625000 Penalty: 4492.654785
	Iteration 2F: 3 clusters Score -1002674 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1002945.875000 Penalty: 4492.654785
	Iteration 3F: 3 clusters Score -1002946 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1003159.750000 Penalty: 4492.654785
	Iteration 4Q: 3 clusters Score -1003160 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1003386.125000 Penalty: 4492.654785
	Iteration 5Q: 3 clusters Score -1003386 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1003636.375000 Penalty: 4492.654785
	Iteration 6Q: 3 clusters Score -1003636 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1003959.500000 Penalty: 4492.654785
	Iteration 7Q: 3 clusters Score -1003960 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1004375.375000 Penalty: 4492.654785
	Iteration 8F: 3 clusters Score -1004375 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1004806.187500 Penalty: 4492.654785
	Iteration 9F: 3 clusters Score -1004806 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1005178.062500 Penalty: 4492.654785
	Iteration 10Q: 3 clusters Score -1005178 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1005466.750000 Penalty: 4492.654785
	Iteration 11Q: 3 clusters Score -1005467 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1005672.375000 Penalty: 4492.654785
	Iteration 12Q: 3 clusters Score -1005672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1005816.125000 Penalty: 4492.654785
	Iteration 13Q: 3 clusters Score -1005816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1005913.000000 Penalty: 4492.654785
	Iteration 14Q: 3 clusters Score -1005913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1005989.812500 Penalty: 4492.654785
	Iteration 15Q: 3 clusters Score -1005990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1006050.375000 Penalty: 4492.654785
	Iteration 16Q: 3 clusters Score -1006050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1006094.000000 Penalty: 4492.654785
	Iteration 17Q: 3 clusters Score -1006094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1006124.812500 Penalty: 4492.654785
	Iteration 18Q: 3 clusters Score -1006125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1006160.625000 Penalty: 4492.654785
	Iteration 19Q: 3 clusters Score -1006161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1006197.250000 Penalty: 4492.654785
	Iteration 20F: 3 clusters Score -1006197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1006219.000000 Penalty: 4492.654785
	Iteration 21Q: 3 clusters Score -1006219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1006239.750000 Penalty: 4492.654785
	Iteration 22Q: 3 clusters Score -1006240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1006254.312500 Penalty: 4492.654785
	Iteration 23Q: 3 clusters Score -1006254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1006260.562500 Penalty: 4492.654785
	Iteration 24Q: 3 clusters Score -1006261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1006264.875000 Penalty: 4492.654785
	Iteration 25Q: 3 clusters Score -1006265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1006275.312500 Penalty: 4492.654785
	Iteration 26Q: 3 clusters Score -1006275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1006285.437500 Penalty: 4492.654785
	Iteration 27Q: 3 clusters Score -1006285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1006298.750000 Penalty: 4492.654785
	Iteration 28Q: 3 clusters Score -1006299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1006307.375000 Penalty: 4492.654785
	Iteration 29Q: 3 clusters Score -1006307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1006321.625000 Penalty: 4492.654785
	Iteration 30Q: 3 clusters Score -1006322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1006334.000000 Penalty: 4492.654785
	Iteration 31Q: 3 clusters Score -1006334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1006348.687500 Penalty: 4492.654785
	Iteration 32Q: 3 clusters Score -1006349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1006358.625000 Penalty: 4492.654785
	Iteration 33Q: 3 clusters Score -1006359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1006368.687500 Penalty: 4492.654785
	Iteration 34Q: 3 clusters Score -1006369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1006383.750000 Penalty: 4492.654785
	Iteration 35Q: 3 clusters Score -1006384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1006396.187500 Penalty: 4492.654785
	Iteration 36Q: 3 clusters Score -1006396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1006408.812500 Penalty: 4492.654785
	Iteration 37Q: 3 clusters Score -1006409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1006420.312500 Penalty: 4492.654785
	Iteration 38Q: 3 clusters Score -1006420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1006427.937500 Penalty: 4492.654785
	Iteration 39Q: 3 clusters Score -1006428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1006433.625000 Penalty: 4492.654785
	Iteration 40F: 3 clusters Score -1006434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1006437.812500 Penalty: 4492.654785
	Iteration 41Q: 3 clusters Score -1006438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1006442.312500 Penalty: 4492.654785
	Iteration 42Q: 3 clusters Score -1006442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1006444.812500 Penalty: 4492.654785
	Iteration 43Q: 3 clusters Score -1006445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1006449.937500 Penalty: 4492.654785
	Iteration 44Q: 3 clusters Score -1006450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1006451.312500 Penalty: 4492.654785
	Iteration 45Q: 3 clusters Score -1006451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1006451.312500 Penalty: 4492.654785
	Iteration 46F: 3 clusters Score -1006451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -523374.406250 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -523374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -519036.875000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -519036.9 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -520304.750000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -520304.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -520853.687500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -520853.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -521284.187500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -521284.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -521554.906250 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -521554.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -521746.031250 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -521746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -521900.312500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -521900.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -522028.562500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -522028.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -522134.718750 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -522134.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -522236.531250 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -522236.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -522341.812500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -522341.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -522451.093750 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -522451.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -522568.250000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -522568.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -522671.875000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -522671.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -522752.562500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -522752.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -522834.875000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -522834.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -522902.031250 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -522902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -522948.343750 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -522948.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -522975.187500 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -522975.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -522988.125000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -522988.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -522998.906250 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -522998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -523013.687500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -523013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -523024.968750 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -523025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -523036.562500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -523036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -523043.281250 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -523043.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -523046.437500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -523046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -523047.156250 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -523047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -523048.562500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -523048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -523049.718750 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -523049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -523049.718750 Penalty: 4208.395996
	Iteration 29F: 3 clusters Score -523049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Entering Unmasked Estep 
Score: -1274779.125000 Penalty: 2283.916260
	Iteration 0F: 2 clusters Score -1274779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1267183.875000 Penalty: 4567.832520
	Iteration 0F: 3 clusters Score -1267184 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1269422.625000 Penalty: 4567.832520
	Iteration 1F: 3 clusters Score -1269423 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1269689.000000 Penalty: 4567.832520
	Iteration 2F: 3 clusters Score -1269689 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1269853.375000 Penalty: 4567.832520
	Iteration 3Q: 3 clusters Score -1269853 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1269997.500000 Penalty: 4567.832520
	Iteration 4Q: 3 clusters Score -1269998 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1270127.125000 Penalty: 4567.832520
	Iteration 5Q: 3 clusters Score -1270127 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1270284.875000 Penalty: 4567.832520
	Iteration 6Q: 3 clusters Score -1270285 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1270447.000000 Penalty: 4567.832520
	Iteration 7Q: 3 clusters Score -1270447 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1270614.500000 Penalty: 4567.832520
	Iteration 8Q: 3 clusters Score -1270614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1270809.500000 Penalty: 4567.832520
	Iteration 9Q: 3 clusters Score -1270810 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1271017.750000 Penalty: 4567.832520
	Iteration 10Q: 3 clusters Score -1271018 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1271196.000000 Penalty: 4567.832520
	Iteration 11Q: 3 clusters Score -1271196 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1271423.125000 Penalty: 4567.832520
	Iteration 12Q: 3 clusters Score -1271423 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1271625.250000 Penalty: 4567.832520
	Iteration 13Q: 3 clusters Score -1271625 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1271822.250000 Penalty: 4567.832520
	Iteration 14Q: 3 clusters Score -1271822 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1272016.125000 Penalty: 4567.832520
	Iteration 15Q: 3 clusters Score -1272016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1272159.625000 Penalty: 4567.832520
	Iteration 16Q: 3 clusters Score -1272160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1272281.000000 Penalty: 4567.832520
	Iteration 17Q: 3 clusters Score -1272281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1272384.750000 Penalty: 4567.832520
	Iteration 18Q: 3 clusters Score -1272385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1272458.875000 Penalty: 4567.832520
	Iteration 19Q: 3 clusters Score -1272459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1272521.625000 Penalty: 4567.832520
	Iteration 20F: 3 clusters Score -1272522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1272572.500000 Penalty: 4567.832520
	Iteration 21Q: 3 clusters Score -1272572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1272606.750000 Penalty: 4567.832520
	Iteration 22Q: 3 clusters Score -1272607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1272632.000000 Penalty: 4567.832520
	Iteration 23Q: 3 clusters Score -1272632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1272655.125000 Penalty: 4567.832520
	Iteration 24Q: 3 clusters Score -1272655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1272678.375000 Penalty: 4567.832520
	Iteration 25Q: 3 clusters Score -1272678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1272696.500000 Penalty: 4567.832520
	Iteration 26Q: 3 clusters Score -1272696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1272709.875000 Penalty: 4567.832520
	Iteration 27Q: 3 clusters Score -1272710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1272722.750000 Penalty: 4567.832520
	Iteration 28Q: 3 clusters Score -1272723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1272740.750000 Penalty: 4567.832520
	Iteration 29Q: 3 clusters Score -1272741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1272752.500000 Penalty: 4567.832520
	Iteration 30Q: 3 clusters Score -1272752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1272763.625000 Penalty: 4567.832520
	Iteration 31Q: 3 clusters Score -1272764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1272770.375000 Penalty: 4567.832520
	Iteration 32Q: 3 clusters Score -1272770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1272777.125000 Penalty: 4567.832520
	Iteration 33Q: 3 clusters Score -1272777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1272779.125000 Penalty: 4567.832520
	Iteration 34Q: 3 clusters Score -1272779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1272783.375000 Penalty: 4567.832520
	Iteration 35Q: 3 clusters Score -1272783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1272789.250000 Penalty: 4567.832520
	Iteration 36Q: 3 clusters Score -1272789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1272794.875000 Penalty: 4567.832520
	Iteration 37Q: 3 clusters Score -1272795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1272798.500000 Penalty: 4567.832520
	Iteration 38Q: 3 clusters Score -1272798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1272800.375000 Penalty: 4567.832520
	Iteration 39Q: 3 clusters Score -1272800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1272803.875000 Penalty: 4567.832520
	Iteration 40F: 3 clusters Score -1272804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1272806.375000 Penalty: 4567.832520
	Iteration 41Q: 3 clusters Score -1272806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1272809.000000 Penalty: 4567.832520
	Iteration 42Q: 3 clusters Score -1272809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1272809.375000 Penalty: 4567.832520
	Iteration 43Q: 3 clusters Score -1272809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1272809.375000 Penalty: 4567.832520
	Iteration 44F: 3 clusters Score -1272809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -508371.750000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -508371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -504389.250000 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -504389.2 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -505369.250000 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -505369.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -505650.531250 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -505650.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -505917.656250 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -505917.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -506121.625000 Penalty: 4132.705566
	Iteration 4F: 3 clusters Score -506121.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -506324.062500 Penalty: 4132.705566
	Iteration 5F: 3 clusters Score -506324.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -506505.593750 Penalty: 4132.705566
	Iteration 6Q: 3 clusters Score -506505.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -506631.343750 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -506631.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -506730.968750 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -506731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -506808.125000 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -506808.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -506862.062500 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -506862.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -506914.250000 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -506914.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -506961.656250 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -506961.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -506999.968750 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -507000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -507029.437500 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -507029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -507045.187500 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -507045.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -507053.937500 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -507053.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -507060.187500 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -507060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -507062.968750 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -507063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -507065.843750 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -507065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -507067.593750 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -507067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -507070.687500 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -507070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -507071.156250 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -507071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -507071.156250 Penalty: 4132.705566
	Iteration 23F: 3 clusters Score -507071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Entering Unmasked Estep 
Score: -4664572.500000 Penalty: 2601.146240
	Iteration 0F: 2 clusters Score -4664572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4640121.500000 Penalty: 5202.292480
	Iteration 0F: 3 clusters Score -4640122 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4649044.500000 Penalty: 5202.292480
	Iteration 1F: 3 clusters Score -4649044 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4649457.000000 Penalty: 5202.292480
	Iteration 2Q: 3 clusters Score -4649457 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4649910.000000 Penalty: 5202.292480
	Iteration 3Q: 3 clusters Score -4649910 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4650389.500000 Penalty: 5202.292480
	Iteration 4Q: 3 clusters Score -4650390 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4651011.500000 Penalty: 5202.292480
	Iteration 5Q: 3 clusters Score -4651012 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4651819.000000 Penalty: 5202.292480
	Iteration 6Q: 3 clusters Score -4651819 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4652823.000000 Penalty: 5202.292480
	Iteration 7F: 3 clusters Score -4652823 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4653871.500000 Penalty: 5202.292480
	Iteration 8F: 3 clusters Score -4653872 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4654983.500000 Penalty: 5202.292480
	Iteration 9F: 3 clusters Score -4654984 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4655971.000000 Penalty: 5202.292480
	Iteration 10Q: 3 clusters Score -4655971 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4656911.500000 Penalty: 5202.292480
	Iteration 11Q: 3 clusters Score -4656912 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4657750.000000 Penalty: 5202.292480
	Iteration 12Q: 3 clusters Score -4657750 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4658426.000000 Penalty: 5202.292480
	Iteration 13Q: 3 clusters Score -4658426 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4659016.500000 Penalty: 5202.292480
	Iteration 14Q: 3 clusters Score -4659016 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4659473.500000 Penalty: 5202.292480
	Iteration 15Q: 3 clusters Score -4659474 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4659836.500000 Penalty: 5202.292480
	Iteration 16Q: 3 clusters Score -4659836 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4660127.000000 Penalty: 5202.292480
	Iteration 17Q: 3 clusters Score -4660127 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4660368.000000 Penalty: 5202.292480
	Iteration 18Q: 3 clusters Score -4660368 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4660613.500000 Penalty: 5202.292480
	Iteration 19Q: 3 clusters Score -4660614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4660742.500000 Penalty: 5202.292480
	Iteration 20F: 3 clusters Score -4660742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4660864.500000 Penalty: 5202.292480
	Iteration 21Q: 3 clusters Score -4660864 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4660955.500000 Penalty: 5202.292480
	Iteration 22Q: 3 clusters Score -4660956 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4661053.500000 Penalty: 5202.292480
	Iteration 23Q: 3 clusters Score -4661054 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4661134.500000 Penalty: 5202.292480
	Iteration 24Q: 3 clusters Score -4661134 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4661210.000000 Penalty: 5202.292480
	Iteration 25Q: 3 clusters Score -4661210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4661276.000000 Penalty: 5202.292480
	Iteration 26Q: 3 clusters Score -4661276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4661324.000000 Penalty: 5202.292480
	Iteration 27Q: 3 clusters Score -4661324 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4661376.000000 Penalty: 5202.292480
	Iteration 28Q: 3 clusters Score -4661376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4661412.500000 Penalty: 5202.292480
	Iteration 29Q: 3 clusters Score -4661412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4661463.500000 Penalty: 5202.292480
	Iteration 30Q: 3 clusters Score -4661464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4661487.500000 Penalty: 5202.292480
	Iteration 31Q: 3 clusters Score -4661488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4661542.000000 Penalty: 5202.292480
	Iteration 32Q: 3 clusters Score -4661542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4661600.500000 Penalty: 5202.292480
	Iteration 33Q: 3 clusters Score -4661600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4661640.000000 Penalty: 5202.292480
	Iteration 34Q: 3 clusters Score -4661640 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4661671.500000 Penalty: 5202.292480
	Iteration 35Q: 3 clusters Score -4661672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4661715.000000 Penalty: 5202.292480
	Iteration 36Q: 3 clusters Score -4661715 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4661741.500000 Penalty: 5202.292480
	Iteration 37Q: 3 clusters Score -4661742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4661758.000000 Penalty: 5202.292480
	Iteration 38Q: 3 clusters Score -4661758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4661786.500000 Penalty: 5202.292480
	Iteration 39Q: 3 clusters Score -4661786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4661793.500000 Penalty: 5202.292480
	Iteration 40F: 3 clusters Score -4661794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4661798.500000 Penalty: 5202.292480
	Iteration 41Q: 3 clusters Score -4661798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4661834.000000 Penalty: 5202.292480
	Iteration 42Q: 3 clusters Score -4661834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4661852.000000 Penalty: 5202.292480
	Iteration 43Q: 3 clusters Score -4661852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4661886.000000 Penalty: 5202.292480
	Iteration 44Q: 3 clusters Score -4661886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4661899.000000 Penalty: 5202.292480
	Iteration 45Q: 3 clusters Score -4661899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4661913.500000 Penalty: 5202.292480
	Iteration 46Q: 3 clusters Score -4661914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4661924.500000 Penalty: 5202.292480
	Iteration 47Q: 3 clusters Score -4661924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4661934.000000 Penalty: 5202.292480
	Iteration 48Q: 3 clusters Score -4661934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4661941.500000 Penalty: 5202.292480
	Iteration 49Q: 3 clusters Score -4661942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4661950.500000 Penalty: 5202.292480
	Iteration 50Q: 3 clusters Score -4661950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4661967.500000 Penalty: 5202.292480
	Iteration 51Q: 3 clusters Score -4661968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4661985.500000 Penalty: 5202.292480
	Iteration 52Q: 3 clusters Score -4661986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4661998.000000 Penalty: 5202.292480
	Iteration 53Q: 3 clusters Score -4661998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4662005.500000 Penalty: 5202.292480
	Iteration 54Q: 3 clusters Score -4662006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4662022.500000 Penalty: 5202.292480
	Iteration 55Q: 3 clusters Score -4662022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4662042.000000 Penalty: 5202.292480
	Iteration 56Q: 3 clusters Score -4662042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4662053.000000 Penalty: 5202.292480
	Iteration 57Q: 3 clusters Score -4662053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4662067.500000 Penalty: 5202.292480
	Iteration 58Q: 3 clusters Score -4662068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4662086.500000 Penalty: 5202.292480
	Iteration 59Q: 3 clusters Score -4662086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4662110.000000 Penalty: 5202.292480
	Iteration 60F: 3 clusters Score -4662110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4662138.500000 Penalty: 5202.292480
	Iteration 61Q: 3 clusters Score -4662138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4662158.500000 Penalty: 5202.292480
	Iteration 62Q: 3 clusters Score -4662158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4662167.000000 Penalty: 5202.292480
	Iteration 63Q: 3 clusters Score -4662167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4662170.500000 Penalty: 5202.292480
	Iteration 64Q: 3 clusters Score -4662170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4662166.500000 Penalty: 5202.292480
	Iteration 65Q: 3 clusters Score -4662166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4662177.000000 Penalty: 5202.292480
	Iteration 66Q: 3 clusters Score -4662177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4662190.000000 Penalty: 5202.292480
	Iteration 67Q: 3 clusters Score -4662190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4662197.000000 Penalty: 5202.292480
	Iteration 68Q: 3 clusters Score -4662197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4662197.000000 Penalty: 5202.292480
	Iteration 69Q: 3 clusters Score -4662197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4662206.000000 Penalty: 5202.292480
	Iteration 70Q: 3 clusters Score -4662206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4662212.500000 Penalty: 5202.292480
	Iteration 71Q: 3 clusters Score -4662212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4662212.000000 Penalty: 5202.292480
	Iteration 72Q: 3 clusters Score -4662212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4662213.000000 Penalty: 5202.292480
	Iteration 73Q: 3 clusters Score -4662213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4662218.000000 Penalty: 5202.292480
	Iteration 74Q: 3 clusters Score -4662218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4662219.000000 Penalty: 5202.292480
	Iteration 75Q: 3 clusters Score -4662219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4662211.500000 Penalty: 5202.292480
	Iteration 76Q: 3 clusters Score -4662212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4662223.500000 Penalty: 5202.292480
	Iteration 77Q: 3 clusters Score -4662224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4662226.500000 Penalty: 5202.292480
	Iteration 78Q: 3 clusters Score -4662226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4662229.000000 Penalty: 5202.292480
	Iteration 79Q: 3 clusters Score -4662229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4662237.500000 Penalty: 5202.292480
	Iteration 80F: 3 clusters Score -4662238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4662235.500000 Penalty: 5202.292480
	Iteration 81Q: 3 clusters Score -4662236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4662236.500000 Penalty: 5202.292480
	Iteration 82Q: 3 clusters Score -4662236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4662240.500000 Penalty: 5202.292480
	Iteration 83Q: 3 clusters Score -4662240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4662247.500000 Penalty: 5202.292480
	Iteration 84Q: 3 clusters Score -4662248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4662246.000000 Penalty: 5202.292480
	Iteration 85Q: 3 clusters Score -4662246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4662246.000000 Penalty: 5202.292480
	Iteration 86F: 3 clusters Score -4662246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Entering Unmasked Estep 
Score: -952999.000000 Penalty: 2218.118896
	Iteration 0F: 2 clusters Score -952999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -946808.750000 Penalty: 4436.237793
	Iteration 0F: 3 clusters Score -946808.8 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -948422.062500 Penalty: 4436.237793
	Iteration 1F: 3 clusters Score -948422.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -948662.000000 Penalty: 4436.237793
	Iteration 2F: 3 clusters Score -948662 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -948816.062500 Penalty: 4436.237793
	Iteration 3Q: 3 clusters Score -948816.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -948912.125000 Penalty: 4436.237793
	Iteration 4Q: 3 clusters Score -948912.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -948975.187500 Penalty: 4436.237793
	Iteration 5Q: 3 clusters Score -948975.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -949030.687500 Penalty: 4436.237793
	Iteration 6Q: 3 clusters Score -949030.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -949084.000000 Penalty: 4436.237793
	Iteration 7Q: 3 clusters Score -949084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -949133.187500 Penalty: 4436.237793
	Iteration 8Q: 3 clusters Score -949133.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -949176.750000 Penalty: 4436.237793
	Iteration 9Q: 3 clusters Score -949176.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -949215.250000 Penalty: 4436.237793
	Iteration 10Q: 3 clusters Score -949215.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -949250.625000 Penalty: 4436.237793
	Iteration 11Q: 3 clusters Score -949250.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -949283.500000 Penalty: 4436.237793
	Iteration 12Q: 3 clusters Score -949283.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -949316.250000 Penalty: 4436.237793
	Iteration 13Q: 3 clusters Score -949316.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -949341.875000 Penalty: 4436.237793
	Iteration 14Q: 3 clusters Score -949341.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -949369.312500 Penalty: 4436.237793
	Iteration 15Q: 3 clusters Score -949369.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -949397.812500 Penalty: 4436.237793
	Iteration 16Q: 3 clusters Score -949397.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -949435.062500 Penalty: 4436.237793
	Iteration 17Q: 3 clusters Score -949435.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -949464.937500 Penalty: 4436.237793
	Iteration 18Q: 3 clusters Score -949464.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -949496.687500 Penalty: 4436.237793
	Iteration 19Q: 3 clusters Score -949496.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -949530.500000 Penalty: 4436.237793
	Iteration 20F: 3 clusters Score -949530.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -949567.875000 Penalty: 4436.237793
	Iteration 21Q: 3 clusters Score -949567.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -949615.250000 Penalty: 4436.237793
	Iteration 22Q: 3 clusters Score -949615.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -949654.125000 Penalty: 4436.237793
	Iteration 23Q: 3 clusters Score -949654.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -949690.000000 Penalty: 4436.237793
	Iteration 24Q: 3 clusters Score -949690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -949728.875000 Penalty: 4436.237793
	Iteration 25Q: 3 clusters Score -949728.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -949764.062500 Penalty: 4436.237793
	Iteration 26Q: 3 clusters Score -949764.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -949811.062500 Penalty: 4436.237793
	Iteration 27Q: 3 clusters Score -949811.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -949863.875000 Penalty: 4436.237793
	Iteration 28Q: 3 clusters Score -949863.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -949922.187500 Penalty: 4436.237793
	Iteration 29Q: 3 clusters Score -949922.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -949972.625000 Penalty: 4436.237793
	Iteration 30Q: 3 clusters Score -949972.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -950021.250000 Penalty: 4436.237793
	Iteration 31Q: 3 clusters Score -950021.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -950074.875000 Penalty: 4436.237793
	Iteration 32Q: 3 clusters Score -950074.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -950126.000000 Penalty: 4436.237793
	Iteration 33Q: 3 clusters Score -950126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -950171.687500 Penalty: 4436.237793
	Iteration 34Q: 3 clusters Score -950171.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -950219.437500 Penalty: 4436.237793
	Iteration 35Q: 3 clusters Score -950219.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -950257.437500 Penalty: 4436.237793
	Iteration 36Q: 3 clusters Score -950257.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -950294.062500 Penalty: 4436.237793
	Iteration 37Q: 3 clusters Score -950294.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -950326.125000 Penalty: 4436.237793
	Iteration 38Q: 3 clusters Score -950326.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -950346.562500 Penalty: 4436.237793
	Iteration 39Q: 3 clusters Score -950346.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -950365.437500 Penalty: 4436.237793
	Iteration 40F: 3 clusters Score -950365.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -950391.375000 Penalty: 4436.237793
	Iteration 41Q: 3 clusters Score -950391.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -950417.250000 Penalty: 4436.237793
	Iteration 42Q: 3 clusters Score -950417.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -950454.687500 Penalty: 4436.237793
	Iteration 43Q: 3 clusters Score -950454.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -950499.625000 Penalty: 4436.237793
	Iteration 44Q: 3 clusters Score -950499.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -950544.312500 Penalty: 4436.237793
	Iteration 45Q: 3 clusters Score -950544.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -950599.750000 Penalty: 4436.237793
	Iteration 46Q: 3 clusters Score -950599.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -950676.000000 Penalty: 4436.237793
	Iteration 47Q: 3 clusters Score -950676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -950735.312500 Penalty: 4436.237793
	Iteration 48Q: 3 clusters Score -950735.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -950773.250000 Penalty: 4436.237793
	Iteration 49Q: 3 clusters Score -950773.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -950800.000000 Penalty: 4436.237793
	Iteration 50Q: 3 clusters Score -950800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -950814.562500 Penalty: 4436.237793
	Iteration 51Q: 3 clusters Score -950814.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -950825.687500 Penalty: 4436.237793
	Iteration 52Q: 3 clusters Score -950825.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -950835.687500 Penalty: 4436.237793
	Iteration 53Q: 3 clusters Score -950835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -950836.937500 Penalty: 4436.237793
	Iteration 54Q: 3 clusters Score -950836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -950838.875000 Penalty: 4436.237793
	Iteration 55Q: 3 clusters Score -950838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -950840.500000 Penalty: 4436.237793
	Iteration 56Q: 3 clusters Score -950840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -950842.937500 Penalty: 4436.237793
	Iteration 57Q: 3 clusters Score -950842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -950841.625000 Penalty: 4436.237793
	Iteration 58Q: 3 clusters Score -950841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -950841.562500 Penalty: 4436.237793
	Iteration 59Q: 3 clusters Score -950841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -950841.562500 Penalty: 4436.237793
	Iteration 60F: 3 clusters Score -950841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -520243.937500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -520243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -516234.156250 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -516234.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -517106.281250 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -517106.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -517402.812500 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -517402.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -517691.062500 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -517691.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -517948.218750 Penalty: 4135.206543
	Iteration 4F: 3 clusters Score -517948.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -518180.812500 Penalty: 4135.206543
	Iteration 5F: 3 clusters Score -518180.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -518390.375000 Penalty: 4135.206543
	Iteration 6F: 3 clusters Score -518390.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -518567.406250 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -518567.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -518692.812500 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -518692.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -518782.375000 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -518782.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -518844.562500 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -518844.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -518890.781250 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -518890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -518913.968750 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -518914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518931.531250 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -518931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -518941.093750 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -518941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -518949.750000 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -518949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -518958.812500 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -518958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -518965.125000 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -518965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -518971.187500 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -518971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -518974.468750 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -518974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -518976.125000 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -518976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -518977.406250 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -518977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -518977.468750 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -518977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -518978.343750 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -518978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -518977.625000 Penalty: 4135.206543
	Iteration 24Q: 3 clusters Score -518977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -518977.625000 Penalty: 4135.206543
	Iteration 25F: 3 clusters Score -518977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (354293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354293 members 
Entering Unmasked Estep 
Score: -45887360.000000 Penalty: 3168.914062
	Iteration 0F: 2 clusters Score -4.588736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -45679028.000000 Penalty: 6337.828125
	Iteration 0F: 3 clusters Score -4.567903e+07 nChanged 172233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -45781384.000000 Penalty: 6337.828125
	Iteration 1F: 3 clusters Score -4.578138e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 196671 members 
Entering Unmasked Estep 
Score: -45783944.000000 Penalty: 6337.828125
	Iteration 2Q: 3 clusters Score -4.578394e+07 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 207176 members 
Entering Unmasked Estep 
Score: -45788116.000000 Penalty: 6337.828125
	Iteration 3Q: 3 clusters Score -4.578812e+07 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132796 members 
Mstep: Class 2 contains 221497 members 
Entering Unmasked Estep 
Score: -45794944.000000 Penalty: 6337.828125
	Iteration 4F: 3 clusters Score -4.579494e+07 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 238183 members 
Entering Unmasked Estep 
Score: -45805484.000000 Penalty: 6337.828125
	Iteration 5F: 3 clusters Score -4.580548e+07 nChanged 23519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 253842 members 
Entering Unmasked Estep 
Score: -45820904.000000 Penalty: 6337.828125
	Iteration 6F: 3 clusters Score -4.58209e+07 nChanged 22386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 263860 members 
Entering Unmasked Estep 
Score: -45836604.000000 Penalty: 6337.828125
	Iteration 7F: 3 clusters Score -4.58366e+07 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 266877 members 
Entering Unmasked Estep 
Score: -45846060.000000 Penalty: 6337.828125
	Iteration 8F: 3 clusters Score -4.584606e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 266443 members 
Entering Unmasked Estep 
Score: -45848392.000000 Penalty: 6337.828125
	Iteration 9Q: 3 clusters Score -4.584839e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 265320 members 
Entering Unmasked Estep 
Score: -45848864.000000 Penalty: 6337.828125
	Iteration 10Q: 3 clusters Score -4.584886e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 264019 members 
Entering Unmasked Estep 
Score: -45848380.000000 Penalty: 6337.828125
	Iteration 11Q: 3 clusters Score -4.584838e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 262524 members 
Entering Unmasked Estep 
Score: -45848052.000000 Penalty: 6337.828125
	Iteration 12Q: 3 clusters Score -4.584805e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 260960 members 
Entering Unmasked Estep 
Score: -45847764.000000 Penalty: 6337.828125
	Iteration 13Q: 3 clusters Score -4.584776e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 259195 members 
Entering Unmasked Estep 
Score: -45847376.000000 Penalty: 6337.828125
	Iteration 14Q: 3 clusters Score -4.584738e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 257175 members 
Entering Unmasked Estep 
Score: -45846912.000000 Penalty: 6337.828125
	Iteration 15Q: 3 clusters Score -4.584691e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 254916 members 
Entering Unmasked Estep 
Score: -45846540.000000 Penalty: 6337.828125
	Iteration 16Q: 3 clusters Score -4.584654e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 252305 members 
Entering Unmasked Estep 
Score: -45846232.000000 Penalty: 6337.828125
	Iteration 17Q: 3 clusters Score -4.584623e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 249487 members 
Entering Unmasked Estep 
Score: -45845816.000000 Penalty: 6337.828125
	Iteration 18Q: 3 clusters Score -4.584582e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 246403 members 
Entering Unmasked Estep 
Score: -45845604.000000 Penalty: 6337.828125
	Iteration 19Q: 3 clusters Score -4.58456e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 243084 members 
Entering Unmasked Estep 
Score: -45845264.000000 Penalty: 6337.828125
	Iteration 20F: 3 clusters Score -4.584526e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 239450 members 
Entering Unmasked Estep 
Score: -45845228.000000 Penalty: 6337.828125
	Iteration 21Q: 3 clusters Score -4.584523e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 235641 members 
Entering Unmasked Estep 
Score: -45845072.000000 Penalty: 6337.828125
	Iteration 22Q: 3 clusters Score -4.584507e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122698 members 
Mstep: Class 2 contains 231595 members 
Entering Unmasked Estep 
Score: -45844972.000000 Penalty: 6337.828125
	Iteration 23Q: 3 clusters Score -4.584497e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 227448 members 
Entering Unmasked Estep 
Score: -45845196.000000 Penalty: 6337.828125
	Iteration 24Q: 3 clusters Score -4.58452e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 223221 members 
Entering Unmasked Estep 
Score: -45845448.000000 Penalty: 6337.828125
	Iteration 25Q: 3 clusters Score -4.584545e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 218850 members 
Entering Unmasked Estep 
Score: -45846004.000000 Penalty: 6337.828125
	Iteration 26Q: 3 clusters Score -4.5846e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 214585 members 
Entering Unmasked Estep 
Score: -45846632.000000 Penalty: 6337.828125
	Iteration 27Q: 3 clusters Score -4.584663e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 210498 members 
Entering Unmasked Estep 
Score: -45846856.000000 Penalty: 6337.828125
	Iteration 28Q: 3 clusters Score -4.584686e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147741 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -45847032.000000 Penalty: 6337.828125
	Iteration 29Q: 3 clusters Score -4.584703e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 202952 members 
Entering Unmasked Estep 
Score: -45847400.000000 Penalty: 6337.828125
	Iteration 30Q: 3 clusters Score -4.58474e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 199698 members 
Entering Unmasked Estep 
Score: -45847732.000000 Penalty: 6337.828125
	Iteration 31Q: 3 clusters Score -4.584773e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 196677 members 
Entering Unmasked Estep 
Score: -45848080.000000 Penalty: 6337.828125
	Iteration 32Q: 3 clusters Score -4.584808e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 193819 members 
Entering Unmasked Estep 
Score: -45848216.000000 Penalty: 6337.828125
	Iteration 33Q: 3 clusters Score -4.584822e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 191196 members 
Entering Unmasked Estep 
Score: -45848336.000000 Penalty: 6337.828125
	Iteration 34Q: 3 clusters Score -4.584834e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 188676 members 
Entering Unmasked Estep 
Score: -45848656.000000 Penalty: 6337.828125
	Iteration 35Q: 3 clusters Score -4.584866e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 186352 members 
Entering Unmasked Estep 
Score: -45848832.000000 Penalty: 6337.828125
	Iteration 36Q: 3 clusters Score -4.584883e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 184069 members 
Entering Unmasked Estep 
Score: -45848904.000000 Penalty: 6337.828125
	Iteration 37Q: 3 clusters Score -4.58489e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 181705 members 
Entering Unmasked Estep 
Score: -45849008.000000 Penalty: 6337.828125
	Iteration 38Q: 3 clusters Score -4.584901e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 179145 members 
Entering Unmasked Estep 
Score: -45849244.000000 Penalty: 6337.828125
	Iteration 39Q: 3 clusters Score -4.584924e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -45849404.000000 Penalty: 6337.828125
	Iteration 40F: 3 clusters Score -4.58494e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -45849480.000000 Penalty: 6337.828125
	Iteration 41Q: 3 clusters Score -4.584948e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183580 members 
Mstep: Class 2 contains 170713 members 
Entering Unmasked Estep 
Score: -45849380.000000 Penalty: 6337.828125
	Iteration 42Q: 3 clusters Score -4.584938e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -45849528.000000 Penalty: 6337.828125
	Iteration 43Q: 3 clusters Score -4.584953e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190599 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -45849460.000000 Penalty: 6337.828125
	Iteration 44Q: 3 clusters Score -4.584946e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195260 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -45849656.000000 Penalty: 6337.828125
	Iteration 45Q: 3 clusters Score -4.584966e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201160 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -45850088.000000 Penalty: 6337.828125
	Iteration 46Q: 3 clusters Score -4.585009e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208411 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -45849904.000000 Penalty: 6337.828125
	Iteration 47Q: 3 clusters Score -4.58499e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217417 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -45849688.000000 Penalty: 6337.828125
	Iteration 48Q: 3 clusters Score -4.584969e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228956 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -45849704.000000 Penalty: 6337.828125
	Iteration 49Q: 3 clusters Score -4.58497e+07 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242658 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -45850964.000000 Penalty: 6337.828125
	Iteration 50Q: 3 clusters Score -4.585096e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257885 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -45853392.000000 Penalty: 6337.828125
	Iteration 51Q: 3 clusters Score -4.585339e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274155 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -45856236.000000 Penalty: 6337.828125
	Iteration 52Q: 3 clusters Score -4.585624e+07 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290220 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -45858724.000000 Penalty: 6337.828125
	Iteration 53Q: 3 clusters Score -4.585872e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304274 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -45860484.000000 Penalty: 6337.828125
	Iteration 54Q: 3 clusters Score -4.586048e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316062 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -45862316.000000 Penalty: 6337.828125
	Iteration 55Q: 3 clusters Score -4.586232e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325150 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -45864780.000000 Penalty: 6337.828125
	Iteration 56Q: 3 clusters Score -4.586478e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332156 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -45868020.000000 Penalty: 6337.828125
	Iteration 57Q: 3 clusters Score -4.586802e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337191 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -45870964.000000 Penalty: 6337.828125
	Iteration 58Q: 3 clusters Score -4.587096e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340383 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -45872480.000000 Penalty: 6337.828125
	Iteration 59Q: 3 clusters Score -4.587248e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342286 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -45879408.000000 Penalty: 6337.828125
	Iteration 60F: 3 clusters Score -4.587941e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350298 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -45883432.000000 Penalty: 6337.828125
	Iteration 61Q: 3 clusters Score -4.588343e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352923 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -45884072.000000 Penalty: 6337.828125
	Iteration 62Q: 3 clusters Score -4.588407e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353725 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -45884380.000000 Penalty: 6337.828125
	Iteration 63Q: 3 clusters Score -4.588438e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353952 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45884496.000000 Penalty: 6337.828125
	Iteration 64Q: 3 clusters Score -4.58845e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354022 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45884572.000000 Penalty: 6337.828125
	Iteration 65Q: 3 clusters Score -4.588457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45884592.000000 Penalty: 6337.828125
	Iteration 66Q: 3 clusters Score -4.588459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354058 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45884616.000000 Penalty: 6337.828125
	Iteration 67Q: 3 clusters Score -4.588462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354062 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45884628.000000 Penalty: 6337.828125
	Iteration 68Q: 3 clusters Score -4.588463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354069 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45884640.000000 Penalty: 6337.828125
	Iteration 69Q: 3 clusters Score -4.588464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354069 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45884652.000000 Penalty: 6337.828125
	Iteration 70Q: 3 clusters Score -4.588465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354070 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45884648.000000 Penalty: 6337.828125
	Iteration 71Q: 3 clusters Score -4.588465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354071 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45884636.000000 Penalty: 6337.828125
	Iteration 72Q: 3 clusters Score -4.588464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354072 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45884660.000000 Penalty: 6337.828125
	Iteration 73Q: 3 clusters Score -4.588466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354072 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45884660.000000 Penalty: 6337.828125
	Iteration 74F: 3 clusters Score -4.588466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -80099.851562 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -80099.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78488.289062 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -78488.29 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79027.945312 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79027.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79301.929688 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79301.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79522.843750 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -79522.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79770.734375 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -79770.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79989.789062 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -79989.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80144.671875 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80144.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80193.929688 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80193.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80221.351562 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80221.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80243.726562 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80243.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80263.015625 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80263.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80274.460938 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80274.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80276.398438 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80277.390625 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80277.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80277.390625 Penalty: 3270.149902
	Iteration 14F: 3 clusters Score -80277.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 410 members 
Entering Unmasked Estep 
Score: -104963016.000000 Penalty: 118401.421875
Splitting cluster 28 changes total score from -104964600.000000 to -104963016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1394716.000000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -1394716 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 5455 members 
Entering Unmasked Estep 
Score: -1386367.500000 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -1386368 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1388880.750000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -1388881 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1389254.375000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -1389254 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1389570.625000 Penalty: 4617.807129
	Iteration 3F: 3 clusters Score -1389571 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1389915.750000 Penalty: 4617.807129
	Iteration 4Q: 3 clusters Score -1389916 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1390379.125000 Penalty: 4617.807129
	Iteration 5Q: 3 clusters Score -1390379 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1390960.500000 Penalty: 4617.807129
	Iteration 6F: 3 clusters Score -1390960 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1391576.625000 Penalty: 4617.807129
	Iteration 7F: 3 clusters Score -1391577 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1392183.500000 Penalty: 4617.807129
	Iteration 8F: 3 clusters Score -1392184 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1392699.375000 Penalty: 4617.807129
	Iteration 9Q: 3 clusters Score -1392699 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1393101.625000 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -1393102 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1393378.500000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -1393378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1393562.875000 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -1393563 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1393700.125000 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -1393700 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1393819.375000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -1393819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1393900.125000 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -1393900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1393955.750000 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -1393956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1393999.125000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -1393999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1394046.875000 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -1394047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1394088.125000 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -1394088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1394121.875000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -1394122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1394161.000000 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -1394161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1394193.125000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -1394193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1394235.875000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -1394236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1394273.875000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -1394274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1394310.500000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -1394310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1394328.000000 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -1394328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1394336.250000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -1394336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1394349.250000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -1394349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1394359.875000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -1394360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1394366.250000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -1394366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1394367.375000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -1394367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1394370.625000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -1394371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1394372.250000 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -1394372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1394375.250000 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -1394375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1394377.750000 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -1394378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1394379.125000 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -1394379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1394384.000000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -1394384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1394383.875000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -1394384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1394383.500000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -1394384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1394383.875000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -1394384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1394384.500000 Penalty: 4617.807129
	Iteration 41Q: 3 clusters Score -1394384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1394384.500000 Penalty: 4617.807129
	Iteration 42F: 3 clusters Score -1394384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Entering Unmasked Estep 
Score: -719435.687500 Penalty: 2173.717529
	Iteration 0F: 2 clusters Score -719435.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -714066.000000 Penalty: 4347.435059
	Iteration 0F: 3 clusters Score -714066 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -715567.687500 Penalty: 4347.435059
	Iteration 1F: 3 clusters Score -715567.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715957.875000 Penalty: 4347.435059
	Iteration 2F: 3 clusters Score -715957.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -716256.937500 Penalty: 4347.435059
	Iteration 3F: 3 clusters Score -716256.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -716480.375000 Penalty: 4347.435059
	Iteration 4F: 3 clusters Score -716480.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -716656.812500 Penalty: 4347.435059
	Iteration 5Q: 3 clusters Score -716656.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -716812.062500 Penalty: 4347.435059
	Iteration 6Q: 3 clusters Score -716812.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -716943.062500 Penalty: 4347.435059
	Iteration 7Q: 3 clusters Score -716943.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -717062.000000 Penalty: 4347.435059
	Iteration 8Q: 3 clusters Score -717062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -717164.062500 Penalty: 4347.435059
	Iteration 9Q: 3 clusters Score -717164.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -717260.437500 Penalty: 4347.435059
	Iteration 10Q: 3 clusters Score -717260.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -717331.500000 Penalty: 4347.435059
	Iteration 11Q: 3 clusters Score -717331.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -717375.750000 Penalty: 4347.435059
	Iteration 12Q: 3 clusters Score -717375.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -717422.187500 Penalty: 4347.435059
	Iteration 13Q: 3 clusters Score -717422.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -717470.937500 Penalty: 4347.435059
	Iteration 14Q: 3 clusters Score -717470.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -717516.187500 Penalty: 4347.435059
	Iteration 15Q: 3 clusters Score -717516.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -717550.312500 Penalty: 4347.435059
	Iteration 16Q: 3 clusters Score -717550.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -717573.750000 Penalty: 4347.435059
	Iteration 17Q: 3 clusters Score -717573.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -717591.250000 Penalty: 4347.435059
	Iteration 18Q: 3 clusters Score -717591.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -717604.750000 Penalty: 4347.435059
	Iteration 19Q: 3 clusters Score -717604.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -717625.937500 Penalty: 4347.435059
	Iteration 20F: 3 clusters Score -717625.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -717643.562500 Penalty: 4347.435059
	Iteration 21Q: 3 clusters Score -717643.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -717664.875000 Penalty: 4347.435059
	Iteration 22Q: 3 clusters Score -717664.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -717691.500000 Penalty: 4347.435059
	Iteration 23Q: 3 clusters Score -717691.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -717708.000000 Penalty: 4347.435059
	Iteration 24Q: 3 clusters Score -717708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -717726.062500 Penalty: 4347.435059
	Iteration 25Q: 3 clusters Score -717726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -717736.312500 Penalty: 4347.435059
	Iteration 26Q: 3 clusters Score -717736.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -717743.625000 Penalty: 4347.435059
	Iteration 27Q: 3 clusters Score -717743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -717750.000000 Penalty: 4347.435059
	Iteration 28Q: 3 clusters Score -717750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -717758.687500 Penalty: 4347.435059
	Iteration 29Q: 3 clusters Score -717758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -717762.875000 Penalty: 4347.435059
	Iteration 30Q: 3 clusters Score -717762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -717766.187500 Penalty: 4347.435059
	Iteration 31Q: 3 clusters Score -717766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -717769.062500 Penalty: 4347.435059
	Iteration 32Q: 3 clusters Score -717769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -717772.125000 Penalty: 4347.435059
	Iteration 33Q: 3 clusters Score -717772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -717773.750000 Penalty: 4347.435059
	Iteration 34Q: 3 clusters Score -717773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -717777.187500 Penalty: 4347.435059
	Iteration 35Q: 3 clusters Score -717777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -717780.187500 Penalty: 4347.435059
	Iteration 36Q: 3 clusters Score -717780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -717782.937500 Penalty: 4347.435059
	Iteration 37Q: 3 clusters Score -717782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -717785.250000 Penalty: 4347.435059
	Iteration 38Q: 3 clusters Score -717785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -717785.437500 Penalty: 4347.435059
	Iteration 39Q: 3 clusters Score -717785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717784.437500 Penalty: 4347.435059
	Iteration 40F: 3 clusters Score -717784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717786.562500 Penalty: 4347.435059
	Iteration 41Q: 3 clusters Score -717786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717787.687500 Penalty: 4347.435059
	Iteration 42Q: 3 clusters Score -717787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -717789.562500 Penalty: 4347.435059
	Iteration 43Q: 3 clusters Score -717789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717789.062500 Penalty: 4347.435059
	Iteration 44Q: 3 clusters Score -717789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717789.062500 Penalty: 4347.435059
	Iteration 45F: 3 clusters Score -717789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -3206328.000000 Penalty: 2506.100342
	Iteration 0F: 2 clusters Score -3206328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3189342.250000 Penalty: 5012.200684
	Iteration 0F: 3 clusters Score -3189342 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3195122.000000 Penalty: 5012.200684
	Iteration 1F: 3 clusters Score -3195122 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3195587.500000 Penalty: 5012.200684
	Iteration 2F: 3 clusters Score -3195588 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3196084.500000 Penalty: 5012.200684
	Iteration 3F: 3 clusters Score -3196084 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3196661.750000 Penalty: 5012.200684
	Iteration 4F: 3 clusters Score -3196662 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3197363.000000 Penalty: 5012.200684
	Iteration 5F: 3 clusters Score -3197363 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3198234.000000 Penalty: 5012.200684
	Iteration 6F: 3 clusters Score -3198234 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3199287.250000 Penalty: 5012.200684
	Iteration 7F: 3 clusters Score -3199287 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3200570.500000 Penalty: 5012.200684
	Iteration 8F: 3 clusters Score -3200570 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3201723.250000 Penalty: 5012.200684
	Iteration 9F: 3 clusters Score -3201723 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3202593.250000 Penalty: 5012.200684
	Iteration 10Q: 3 clusters Score -3202593 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3203171.000000 Penalty: 5012.200684
	Iteration 11Q: 3 clusters Score -3203171 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3203520.250000 Penalty: 5012.200684
	Iteration 12Q: 3 clusters Score -3203520 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3203720.750000 Penalty: 5012.200684
	Iteration 13Q: 3 clusters Score -3203721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3203853.500000 Penalty: 5012.200684
	Iteration 14Q: 3 clusters Score -3203854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3203946.750000 Penalty: 5012.200684
	Iteration 15Q: 3 clusters Score -3203947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3204015.000000 Penalty: 5012.200684
	Iteration 16Q: 3 clusters Score -3204015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3204043.250000 Penalty: 5012.200684
	Iteration 17Q: 3 clusters Score -3204043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3204059.500000 Penalty: 5012.200684
	Iteration 18Q: 3 clusters Score -3204060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3204088.750000 Penalty: 5012.200684
	Iteration 19Q: 3 clusters Score -3204089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3204114.000000 Penalty: 5012.200684
	Iteration 20F: 3 clusters Score -3204114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3204132.250000 Penalty: 5012.200684
	Iteration 21Q: 3 clusters Score -3204132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3204139.000000 Penalty: 5012.200684
	Iteration 22Q: 3 clusters Score -3204139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3204140.750000 Penalty: 5012.200684
	Iteration 23Q: 3 clusters Score -3204141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3204139.000000 Penalty: 5012.200684
	Iteration 24Q: 3 clusters Score -3204139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3204142.500000 Penalty: 5012.200684
	Iteration 25Q: 3 clusters Score -3204142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3204147.500000 Penalty: 5012.200684
	Iteration 26Q: 3 clusters Score -3204148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3204155.500000 Penalty: 5012.200684
	Iteration 27Q: 3 clusters Score -3204156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3204165.000000 Penalty: 5012.200684
	Iteration 28Q: 3 clusters Score -3204165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3204166.500000 Penalty: 5012.200684
	Iteration 29Q: 3 clusters Score -3204166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3204173.250000 Penalty: 5012.200684
	Iteration 30Q: 3 clusters Score -3204173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3204174.500000 Penalty: 5012.200684
	Iteration 31Q: 3 clusters Score -3204174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3204180.750000 Penalty: 5012.200684
	Iteration 32Q: 3 clusters Score -3204181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3204183.750000 Penalty: 5012.200684
	Iteration 33Q: 3 clusters Score -3204184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3204188.500000 Penalty: 5012.200684
	Iteration 34Q: 3 clusters Score -3204188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3204189.500000 Penalty: 5012.200684
	Iteration 35Q: 3 clusters Score -3204190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3204188.000000 Penalty: 5012.200684
	Iteration 36Q: 3 clusters Score -3204188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3204193.500000 Penalty: 5012.200684
	Iteration 37Q: 3 clusters Score -3204194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3204189.750000 Penalty: 5012.200684
	Iteration 38Q: 3 clusters Score -3204190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3204195.000000 Penalty: 5012.200684
	Iteration 39Q: 3 clusters Score -3204195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3204196.750000 Penalty: 5012.200684
	Iteration 40F: 3 clusters Score -3204197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3204198.000000 Penalty: 5012.200684
	Iteration 41Q: 3 clusters Score -3204198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3204199.000000 Penalty: 5012.200684
	Iteration 42Q: 3 clusters Score -3204199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3204198.500000 Penalty: 5012.200684
	Iteration 43Q: 3 clusters Score -3204198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3204198.500000 Penalty: 5012.200684
	Iteration 44F: 3 clusters Score -3204198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -320047.843750 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -320047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317090.500000 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -317090.5 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -317631.281250 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -317631.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -317756.062500 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -317756.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -317831.531250 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -317831.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -317873.906250 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -317873.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -317900.093750 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -317900.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -317915.750000 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -317915.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -317930.968750 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -317931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -317944.343750 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -317944.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -317955.375000 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -317955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -317962.312500 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -317962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -317969.406250 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -317969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -317978.406250 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -317978.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -317989.156250 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -317989.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -317996.437500 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -317996.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -318001.906250 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -318001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -318007.937500 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -318007.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -318016.125000 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -318016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -318020.906250 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -318020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -318027.406250 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -318027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -318031.437500 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -318031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -318036.906250 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -318036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -318040.687500 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -318040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -318044.312500 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -318044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318047.187500 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -318047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -318048.406250 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -318048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -318049.437500 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -318049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -318051.250000 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -318051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -318053.843750 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -318053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318057.937500 Penalty: 3886.054932
	Iteration 29Q: 3 clusters Score -318057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -318062.031250 Penalty: 3886.054932
	Iteration 30Q: 3 clusters Score -318062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -318063.906250 Penalty: 3886.054932
	Iteration 31Q: 3 clusters Score -318063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -318063.906250 Penalty: 3886.054932
	Iteration 32F: 3 clusters Score -318063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -78427.617188 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -78427.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76795.835938 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -76795.84 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77216.242188 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77216.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77555.687500 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -77555.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77977.773438 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -77977.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78533.812500 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -78533.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78872.328125 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78872.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79190.750000 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -79190.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79271.070312 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -79271.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79329.187500 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -79329.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79498.054688 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -79498.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79537.750000 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -79537.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79537.750000 Penalty: 3245.780273
	Iteration 11F: 3 clusters Score -79537.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 212 members 
Entering Unmasked Estep 
Score: -104964000.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104964600.000000 to -104964000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -36473.527344 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -36473.53 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 193 members 
Entering Unmasked Estep 
Score: -35341.515625 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -35341.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35815.273438 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -35815.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36089.898438 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -36089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36223.535156 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -36223.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36249.929688 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36249.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36293.375000 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36293.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36331.359375 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36331.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36411.640625 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36411.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36429.804688 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36433.765625 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -36433.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36441.195312 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -36441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36442.707031 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -36442.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36449.605469 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -36449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36516.242188 Penalty: 2943.707520
	Iteration 13Q: 3 clusters Score -36516.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36538.148438 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -36538.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36601.417969 Penalty: 2943.707520
	Iteration 15Q: 3 clusters Score -36601.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36733.796875 Penalty: 2943.707520
	Iteration 16Q: 3 clusters Score -36733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36770.429688 Penalty: 2943.707520
	Iteration 17Q: 3 clusters Score -36770.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36815.386719 Penalty: 2943.707520
	Iteration 18Q: 3 clusters Score -36815.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36849.726562 Penalty: 2943.707520
	Iteration 19Q: 3 clusters Score -36849.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36910.652344 Penalty: 2943.707520
	Iteration 20F: 3 clusters Score -36910.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36930.808594 Penalty: 2943.707520
	Iteration 21Q: 3 clusters Score -36930.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36963.308594 Penalty: 2943.707520
	Iteration 22Q: 3 clusters Score -36963.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36971.359375 Penalty: 2943.707520
	Iteration 23Q: 3 clusters Score -36971.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36971.359375 Penalty: 2943.707520
	Iteration 24F: 3 clusters Score -36971.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43534 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 354293 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 122 members 
Entering Unmasked Estep 
Score: -104963224.000000 Penalty: 118401.421875
Splitting cluster 34 changes total score from -104964600.000000 to -104963224.000000
So it's not getting split.
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -314681792.000000 Penalty: 124282.023438
23->35 Clusters: Score -314681792.000000, best is -315005824.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 36541 members 
Mstep: Class 3 contains 36502 members 
Mstep: Class 4 contains 36477 members 
Mstep: Class 5 contains 36612 members 
Mstep: Class 6 contains 35901 members 
Mstep: Class 7 contains 36514 members 
Mstep: Class 8 contains 36277 members 
Mstep: Class 9 contains 36614 members 
Mstep: Class 10 contains 36742 members 
Mstep: Class 11 contains 36164 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 36271 members 
Mstep: Class 14 contains 36579 members 
Mstep: Class 15 contains 36583 members 
Mstep: Class 16 contains 36723 members 
Mstep: Class 17 contains 36290 members 
Mstep: Class 18 contains 36577 members 
Mstep: Class 19 contains 36519 members 
Mstep: Class 20 contains 36630 members 
Mstep: Class 21 contains 36819 members 
Mstep: Class 22 contains 36607 members 
Mstep: Class 23 contains 36581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 538.761719 but Gain 3382.898438
Score: -98782560.000000 Penalty: 74423.750000
Iteration 0F: 23 clusters Score -9.878256e+07 nChanged 800240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 3 contains 25873 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 79402 members 
Mstep: Class 6 contains 65260 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 55089 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 27630 members 
Mstep: Class 12 contains 216395 members 
Mstep: Class 13 contains 22670 members 
Mstep: Class 14 contains 44876 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 28581 members 
Mstep: Class 18 contains 12418 members 
Mstep: Class 19 contains 32214 members 
Mstep: Class 20 contains 46047 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 66854 members 
Mstep: Class 23 contains 35439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103065064.000000 Penalty: 74423.750000
Iteration 1F: 23 clusters Score -1.030651e+08 nChanged 374720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2104 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 89197 members 
Mstep: Class 6 contains 35267 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 65707 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 348477 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 32864 members 
Mstep: Class 15 contains 18762 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 13843 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 58825 members 
Mstep: Class 23 contains 19483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103978040.000000 Penalty: 74423.750000
Iteration 2F: 23 clusters Score -1.03978e+08 nChanged 205412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1621 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 3 contains 16769 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 74337 members 
Mstep: Class 6 contains 48221 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 54608 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 12224 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 397231 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 26868 members 
Mstep: Class 15 contains 33042 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 12506 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 12557 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 46015 members 
Mstep: Class 23 contains 18373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2567.675049 but Gain 3382.898438
Score: -104291760.000000 Penalty: 71040.851562
Iteration 3F: 22 clusters Score -1.042918e+08 nChanged 137347
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 3 contains 17965 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 65366 members 
Mstep: Class 6 contains 58070 members 
Mstep: Class 7 contains 9701 members 
Mstep: Class 8 contains 47306 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 11503 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 408706 members 
Mstep: Class 13 contains 13313 members 
Mstep: Class 14 contains 22257 members 
Mstep: Class 15 contains 42051 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 10944 members 
Mstep: Class 19 contains 19680 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 22 contains 42641 members 
Mstep: Class 23 contains 21803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104471624.000000 Penalty: 71040.851562
Iteration 4F: 22 clusters Score -1.044716e+08 nChanged 89069
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 3 contains 17897 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 63352 members 
Mstep: Class 6 contains 61348 members 
Mstep: Class 7 contains 9989 members 
Mstep: Class 8 contains 45568 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 402686 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 48213 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 20191 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 22 contains 43839 members 
Mstep: Class 23 contains 25852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104587392.000000 Penalty: 71040.851562
Iteration 5F: 22 clusters Score -1.045874e+08 nChanged 63519
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 3 contains 17755 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 62739 members 
Mstep: Class 6 contains 61448 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 396587 members 
Mstep: Class 13 contains 17035 members 
Mstep: Class 14 contains 16470 members 
Mstep: Class 15 contains 51351 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 14944 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 22 contains 45865 members 
Mstep: Class 23 contains 28596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104664616.000000 Penalty: 71040.851562
Iteration 6F: 22 clusters Score -1.046646e+08 nChanged 48765
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 63004 members 
Mstep: Class 6 contains 60446 members 
Mstep: Class 7 contains 10078 members 
Mstep: Class 8 contains 46654 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 391070 members 
Mstep: Class 13 contains 17705 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 15 contains 52578 members 
Mstep: Class 16 contains 7009 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 20354 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 22 contains 48075 members 
Mstep: Class 23 contains 30317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104716160.000000 Penalty: 71040.851562
Iteration 7F: 22 clusters Score -1.047162e+08 nChanged 39010
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 3 contains 17571 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 63556 members 
Mstep: Class 6 contains 59124 members 
Mstep: Class 7 contains 10009 members 
Mstep: Class 8 contains 47768 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 386111 members 
Mstep: Class 13 contains 17679 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 52837 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 17 contains 16495 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 20257 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 22 contains 50472 members 
Mstep: Class 23 contains 31397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104754656.000000 Penalty: 71040.851562
Iteration 8Q: 22 clusters Score -1.047547e+08 nChanged 31389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 4812 members 
Mstep: Class 5 contains 63779 members 
Mstep: Class 6 contains 58021 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 8 contains 48692 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 382129 members 
Mstep: Class 13 contains 17348 members 
Mstep: Class 14 contains 15250 members 
Mstep: Class 15 contains 52645 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 17098 members 
Mstep: Class 18 contains 10475 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 22 contains 52777 members 
Mstep: Class 23 contains 32043 members 
Entering Unmasked Estep 
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Score: -104782024.000000 Penalty: 71040.851562
Iteration 9Q: 22 clusters Score -1.04782e+08 nChanged 25080
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 63855 members 
Mstep: Class 6 contains 56861 members 
Mstep: Class 7 contains 9897 members 
Mstep: Class 8 contains 49615 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 10763 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 378522 members 
Mstep: Class 13 contains 17153 members 
Mstep: Class 14 contains 15627 members 
Mstep: Class 15 contains 52309 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 17740 members 
Mstep: Class 18 contains 10152 members 
Mstep: Class 19 contains 20527 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 22 contains 54831 members 
Mstep: Class 23 contains 32475 members 
Entering Unmasked Estep 
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Iteration 10Q: 22 clusters Score -1.048011e+08 nChanged 20489
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 63714 members 
Mstep: Class 6 contains 55708 members 
Mstep: Class 7 contains 9889 members 
Mstep: Class 8 contains 50538 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 375442 members 
Mstep: Class 13 contains 16971 members 
Mstep: Class 14 contains 16014 members 
Mstep: Class 15 contains 51906 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 18194 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 22 contains 56531 members 
Mstep: Class 23 contains 32684 members 
Entering Unmasked Estep 
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Iteration 11Q: 22 clusters Score -1.048156e+08 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 3 contains 17578 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 63320 members 
Mstep: Class 6 contains 54625 members 
Mstep: Class 7 contains 9895 members 
Mstep: Class 8 contains 51431 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 10764 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 372837 members 
Mstep: Class 13 contains 16811 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 15 contains 51430 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 18541 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 21472 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 22 contains 58040 members 
Mstep: Class 23 contains 32789 members 
Entering Unmasked Estep 
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Iteration 12Q: 22 clusters Score -1.048277e+08 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 62903 members 
Mstep: Class 6 contains 53666 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 52318 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 9602 members 
Mstep: Class 12 contains 370654 members 
Mstep: Class 13 contains 16698 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 50961 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 18756 members 
Mstep: Class 18 contains 9484 members 
Mstep: Class 19 contains 22047 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 22 contains 59357 members 
Mstep: Class 23 contains 32639 members 
Entering Unmasked Estep 
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Iteration 13Q: 22 clusters Score -1.048378e+08 nChanged 14751
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 3 contains 17671 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 62468 members 
Mstep: Class 6 contains 52756 members 
Mstep: Class 7 contains 9945 members 
Mstep: Class 8 contains 53162 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 10847 members 
Mstep: Class 11 contains 10390 members 
Mstep: Class 12 contains 368814 members 
Mstep: Class 13 contains 16634 members 
Mstep: Class 14 contains 17014 members 
Mstep: Class 15 contains 50501 members 
Mstep: Class 16 contains 10508 members 
Mstep: Class 17 contains 18885 members 
Mstep: Class 18 contains 9311 members 
Mstep: Class 19 contains 22703 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 22 contains 60476 members 
Mstep: Class 23 contains 32407 members 
Entering Unmasked Estep 
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Iteration 14Q: 22 clusters Score -1.048459e+08 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 3 contains 17719 members 
Mstep: Class 4 contains 4134 members 
Mstep: Class 5 contains 62049 members 
Mstep: Class 6 contains 51886 members 
Mstep: Class 7 contains 9985 members 
Mstep: Class 8 contains 54037 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 10939 members 
Mstep: Class 11 contains 11067 members 
Mstep: Class 12 contains 367075 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 17211 members 
Mstep: Class 15 contains 50055 members 
Mstep: Class 16 contains 10667 members 
Mstep: Class 17 contains 18963 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 23398 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 22 contains 61543 members 
Mstep: Class 23 contains 32179 members 
Entering Unmasked Estep 
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Iteration 15Q: 22 clusters Score -1.048522e+08 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 3 contains 17732 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 61697 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 55013 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 11038 members 
Mstep: Class 11 contains 11513 members 
Mstep: Class 12 contains 365460 members 
Mstep: Class 13 contains 16582 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 49614 members 
Mstep: Class 16 contains 10809 members 
Mstep: Class 17 contains 19007 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 24114 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 22 contains 62573 members 
Mstep: Class 23 contains 31899 members 
Entering Unmasked Estep 
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Iteration 16Q: 22 clusters Score -1.04857e+08 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 3 contains 17776 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 61307 members 
Mstep: Class 6 contains 50062 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 8 contains 55997 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 364115 members 
Mstep: Class 13 contains 16554 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 49218 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 22 contains 63477 members 
Mstep: Class 23 contains 31560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104861984.000000 Penalty: 71040.851562
Iteration 17Q: 22 clusters Score -1.04862e+08 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 3 contains 17821 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 60984 members 
Mstep: Class 6 contains 49177 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 57011 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 11885 members 
Mstep: Class 12 contains 362975 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 18068 members 
Mstep: Class 15 contains 48805 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 19005 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 25629 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 22 contains 64338 members 
Mstep: Class 23 contains 31160 members 
Entering Unmasked Estep 
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Score: -104866152.000000 Penalty: 71040.851562
Iteration 18Q: 22 clusters Score -1.048662e+08 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 3 contains 17865 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 60687 members 
Mstep: Class 6 contains 48255 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 57989 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 12000 members 
Mstep: Class 12 contains 361922 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 18414 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 18994 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 22 contains 65067 members 
Mstep: Class 23 contains 30767 members 
Entering Unmasked Estep 
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Score: -104870120.000000 Penalty: 71040.851562
Iteration 19Q: 22 clusters Score -1.048701e+08 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 3 contains 17886 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 60451 members 
Mstep: Class 6 contains 47280 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 58963 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 12112 members 
Mstep: Class 12 contains 361103 members 
Mstep: Class 13 contains 16534 members 
Mstep: Class 14 contains 18720 members 
Mstep: Class 15 contains 48099 members 
Mstep: Class 16 contains 11195 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 8518 members 
Mstep: Class 19 contains 27222 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 22 contains 65636 members 
Mstep: Class 23 contains 30368 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -1.048724e+08 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 3 contains 17897 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 60258 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 59816 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 12504 members 
Mstep: Class 12 contains 360243 members 
Mstep: Class 13 contains 16524 members 
Mstep: Class 14 contains 19107 members 
Mstep: Class 15 contains 47681 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 17 contains 18956 members 
Mstep: Class 18 contains 8327 members 
Mstep: Class 19 contains 28133 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 22 contains 66087 members 
Mstep: Class 23 contains 29915 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -1.04875e+08 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 3 contains 17895 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 60140 members 
Mstep: Class 6 contains 45189 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 60499 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11464 members 
Mstep: Class 11 contains 12814 members 
Mstep: Class 12 contains 359635 members 
Mstep: Class 13 contains 16519 members 
Mstep: Class 14 contains 19419 members 
Mstep: Class 15 contains 47341 members 
Mstep: Class 16 contains 11281 members 
Mstep: Class 17 contains 18916 members 
Mstep: Class 18 contains 8146 members 
Mstep: Class 19 contains 29061 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 22 contains 66398 members 
Mstep: Class 23 contains 29441 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -1.048766e+08 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 3 contains 17897 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 60106 members 
Mstep: Class 6 contains 44175 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 61141 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 11514 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 359042 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 47046 members 
Mstep: Class 16 contains 11320 members 
Mstep: Class 17 contains 18888 members 
Mstep: Class 18 contains 7940 members 
Mstep: Class 19 contains 29948 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 22 contains 66643 members 
Mstep: Class 23 contains 28976 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -1.048781e+08 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 60103 members 
Mstep: Class 6 contains 43142 members 
Mstep: Class 7 contains 10184 members 
Mstep: Class 8 contains 61745 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 13403 members 
Mstep: Class 12 contains 358461 members 
Mstep: Class 13 contains 16548 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 46806 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 18868 members 
Mstep: Class 18 contains 7710 members 
Mstep: Class 19 contains 30843 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 22 contains 66869 members 
Mstep: Class 23 contains 28473 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -1.048794e+08 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 60138 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 62319 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11642 members 
Mstep: Class 11 contains 13646 members 
Mstep: Class 12 contains 357935 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 20554 members 
Mstep: Class 15 contains 46605 members 
Mstep: Class 16 contains 11341 members 
Mstep: Class 17 contains 18846 members 
Mstep: Class 18 contains 7478 members 
Mstep: Class 19 contains 31691 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 22 contains 67041 members 
Mstep: Class 23 contains 27959 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -1.048805e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 60170 members 
Mstep: Class 6 contains 41223 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 62786 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 11719 members 
Mstep: Class 11 contains 13836 members 
Mstep: Class 12 contains 357522 members 
Mstep: Class 13 contains 16554 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 46448 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 18846 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 19 contains 32547 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 22 contains 67167 members 
Mstep: Class 23 contains 27453 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -1.048821e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 3 contains 17872 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 60197 members 
Mstep: Class 6 contains 40257 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 63207 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 11792 members 
Mstep: Class 11 contains 13974 members 
Mstep: Class 12 contains 357200 members 
Mstep: Class 13 contains 16557 members 
Mstep: Class 14 contains 21548 members 
Mstep: Class 15 contains 46326 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 18848 members 
Mstep: Class 18 contains 6927 members 
Mstep: Class 19 contains 33389 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 22 contains 67233 members 
Mstep: Class 23 contains 26952 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.048836e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 60224 members 
Mstep: Class 6 contains 39309 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 63624 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 11851 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 356836 members 
Mstep: Class 13 contains 16547 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 46223 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 18845 members 
Mstep: Class 18 contains 6599 members 
Mstep: Class 19 contains 34292 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 22 contains 67278 members 
Mstep: Class 23 contains 26472 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -1.048854e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 3 contains 17826 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 60284 members 
Mstep: Class 6 contains 38387 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 63965 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 11906 members 
Mstep: Class 11 contains 14173 members 
Mstep: Class 12 contains 356544 members 
Mstep: Class 13 contains 16561 members 
Mstep: Class 14 contains 22657 members 
Mstep: Class 15 contains 46133 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 18844 members 
Mstep: Class 18 contains 6294 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 3662 members 
Mstep: Class 22 contains 67306 members 
Mstep: Class 23 contains 25940 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.048864e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 3 contains 17796 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 60333 members 
Mstep: Class 6 contains 37438 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 64252 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 14270 members 
Mstep: Class 12 contains 356324 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 23162 members 
Mstep: Class 15 contains 46058 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 18843 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 22 contains 67304 members 
Mstep: Class 23 contains 25369 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.04887e+08 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 60398 members 
Mstep: Class 6 contains 36541 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 64509 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 11992 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 356165 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 23576 members 
Mstep: Class 15 contains 46013 members 
Mstep: Class 16 contains 11401 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 3761 members 
Mstep: Class 22 contains 67273 members 
Mstep: Class 23 contains 24758 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.048876e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 3 contains 17677 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 60497 members 
Mstep: Class 6 contains 35669 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 64710 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 14414 members 
Mstep: Class 12 contains 356018 members 
Mstep: Class 13 contains 16533 members 
Mstep: Class 14 contains 23911 members 
Mstep: Class 15 contains 46001 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 38173 members 
Mstep: Class 20 contains 3786 members 
Mstep: Class 22 contains 67233 members 
Mstep: Class 23 contains 24144 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.048888e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 5 contains 60671 members 
Mstep: Class 6 contains 34875 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 64902 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 12096 members 
Mstep: Class 11 contains 14443 members 
Mstep: Class 12 contains 355874 members 
Mstep: Class 13 contains 16544 members 
Mstep: Class 14 contains 24165 members 
Mstep: Class 15 contains 46001 members 
Mstep: Class 16 contains 11384 members 
Mstep: Class 17 contains 18808 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 39171 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 22 contains 67196 members 
Mstep: Class 23 contains 23441 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.048891e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 60850 members 
Mstep: Class 6 contains 34183 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 65079 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 12 contains 355765 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 24350 members 
Mstep: Class 15 contains 46004 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 18798 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 22 contains 67154 members 
Mstep: Class 23 contains 22689 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -1.048898e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 61053 members 
Mstep: Class 6 contains 33526 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 65281 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 14509 members 
Mstep: Class 12 contains 355658 members 
Mstep: Class 13 contains 16548 members 
Mstep: Class 14 contains 24478 members 
Mstep: Class 15 contains 46024 members 
Mstep: Class 16 contains 11324 members 
Mstep: Class 17 contains 18795 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 41170 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 22 contains 67108 members 
Mstep: Class 23 contains 21888 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -1.048902e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 61267 members 
Mstep: Class 6 contains 32915 members 
Mstep: Class 7 contains 10825 members 
Mstep: Class 8 contains 65453 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 12208 members 
Mstep: Class 11 contains 14543 members 
Mstep: Class 12 contains 355576 members 
Mstep: Class 13 contains 16521 members 
Mstep: Class 14 contains 24595 members 
Mstep: Class 15 contains 46032 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 18793 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 42133 members 
Mstep: Class 20 contains 3893 members 
Mstep: Class 22 contains 67077 members 
Mstep: Class 23 contains 21091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104890432.000000 Penalty: 71040.851562
Iteration 36Q: 22 clusters Score -1.048904e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 3 contains 17361 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 61460 members 
Mstep: Class 6 contains 32339 members 
Mstep: Class 7 contains 10860 members 
Mstep: Class 8 contains 65648 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 12241 members 
Mstep: Class 11 contains 14572 members 
Mstep: Class 12 contains 355488 members 
Mstep: Class 13 contains 16487 members 
Mstep: Class 14 contains 24663 members 
Mstep: Class 15 contains 46013 members 
Mstep: Class 16 contains 11252 members 
Mstep: Class 17 contains 18799 members 
Mstep: Class 18 contains 5162 members 
Mstep: Class 19 contains 43005 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 22 contains 67069 members 
Mstep: Class 23 contains 20380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104891240.000000 Penalty: 71040.851562
Iteration 37Q: 22 clusters Score -1.048912e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 3 contains 17305 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 61656 members 
Mstep: Class 6 contains 31779 members 
Mstep: Class 7 contains 10893 members 
Mstep: Class 8 contains 65814 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 14608 members 
Mstep: Class 12 contains 355414 members 
Mstep: Class 13 contains 16444 members 
Mstep: Class 14 contains 24654 members 
Mstep: Class 15 contains 46021 members 
Mstep: Class 16 contains 11239 members 
Mstep: Class 17 contains 18805 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 43835 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 22 contains 67078 members 
Mstep: Class 23 contains 19739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104892104.000000 Penalty: 71040.851562
Iteration 38Q: 22 clusters Score -1.048921e+08 nChanged 3122
Entering ConstructFrom: 
Score: -104892104.000000 Penalty: 71040.851562
Entering ConstructFrom: 
Trying to split cluster 1 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -760424.437500 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -760424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -755377.562500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -755377.6 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -756646.750000 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -756646.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -756866.562500 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -756866.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -756993.687500 Penalty: 4310.057617
	Iteration 3Q: 3 clusters Score -756993.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -757090.937500 Penalty: 4310.057617
	Iteration 4Q: 3 clusters Score -757090.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -757164.437500 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -757164.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -757220.687500 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -757220.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -757276.625000 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -757276.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -757318.375000 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -757318.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -757363.250000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -757363.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -757421.375000 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -757421.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -757489.375000 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -757489.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -757563.312500 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -757563.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -757633.625000 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -757633.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -757723.312500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -757723.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -757872.875000 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -757872.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -758152.687500 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -758152.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -758493.437500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -758493.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -758771.687500 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -758771.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -758961.312500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -758961.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -759114.187500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -759114.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -759250.125000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -759250.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -759371.875000 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -759371.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -759492.812500 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -759492.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -759606.437500 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -759606.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -759716.062500 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -759716.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -759851.750000 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -759851.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -759997.500000 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -759997.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -760119.812500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -760119.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -760202.125000 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -760202.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -760260.125000 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -760260.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -760292.937500 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -760292.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -760310.312500 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -760310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -760317.937500 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -760317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -760320.937500 Penalty: 4310.057617
	Iteration 34Q: 3 clusters Score -760320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -760322.250000 Penalty: 4310.057617
	Iteration 35Q: 3 clusters Score -760322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -760322.875000 Penalty: 4310.057617
	Iteration 36Q: 3 clusters Score -760322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -760324.687500 Penalty: 4310.057617
	Iteration 37Q: 3 clusters Score -760324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -760327.000000 Penalty: 4310.057617
	Iteration 38Q: 3 clusters Score -760327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -760326.312500 Penalty: 4310.057617
	Iteration 39Q: 3 clusters Score -760326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -760327.062500 Penalty: 4310.057617
	Iteration 40F: 3 clusters Score -760327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -760328.750000 Penalty: 4310.057617
	Iteration 41Q: 3 clusters Score -760328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -760328.500000 Penalty: 4310.057617
	Iteration 42Q: 3 clusters Score -760328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -760328.500000 Penalty: 4310.057617
	Iteration 43F: 3 clusters Score -760328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2083022.500000 Penalty: 2419.265625
	Iteration 0F: 2 clusters Score -2083022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2070724.375000 Penalty: 4838.531250
	Iteration 0F: 3 clusters Score -2070724 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2074971.125000 Penalty: 4838.531250
	Iteration 1F: 3 clusters Score -2074971 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2075936.750000 Penalty: 4838.531250
	Iteration 2F: 3 clusters Score -2075937 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2077269.000000 Penalty: 4838.531250
	Iteration 3F: 3 clusters Score -2077269 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2078648.750000 Penalty: 4838.531250
	Iteration 4F: 3 clusters Score -2078649 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2079819.750000 Penalty: 4838.531250
	Iteration 5F: 3 clusters Score -2079820 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2080886.125000 Penalty: 4838.531250
	Iteration 6F: 3 clusters Score -2080886 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2081979.750000 Penalty: 4838.531250
	Iteration 7Q: 3 clusters Score -2081980 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2083047.250000 Penalty: 4838.531250
	Iteration 8Q: 3 clusters Score -2083047 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2083697.250000 Penalty: 4838.531250
	Iteration 9Q: 3 clusters Score -2083697 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2083920.875000 Penalty: 4838.531250
	Iteration 10Q: 3 clusters Score -2083921 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2083990.000000 Penalty: 4838.531250
	Iteration 11Q: 3 clusters Score -2083990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2084023.000000 Penalty: 4838.531250
	Iteration 12Q: 3 clusters Score -2084023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2084040.375000 Penalty: 4838.531250
	Iteration 13Q: 3 clusters Score -2084040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2084057.625000 Penalty: 4838.531250
	Iteration 14Q: 3 clusters Score -2084058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2084072.000000 Penalty: 4838.531250
	Iteration 15Q: 3 clusters Score -2084072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2084069.625000 Penalty: 4838.531250
	Iteration 16Q: 3 clusters Score -2084070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2084068.750000 Penalty: 4838.531250
	Iteration 17Q: 3 clusters Score -2084069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2084069.125000 Penalty: 4838.531250
	Iteration 18Q: 3 clusters Score -2084069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2084077.375000 Penalty: 4838.531250
	Iteration 19Q: 3 clusters Score -2084077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2084083.250000 Penalty: 4838.531250
	Iteration 20F: 3 clusters Score -2084083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2084087.000000 Penalty: 4838.531250
	Iteration 21Q: 3 clusters Score -2084087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2084090.875000 Penalty: 4838.531250
	Iteration 22Q: 3 clusters Score -2084091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2084092.250000 Penalty: 4838.531250
	Iteration 23Q: 3 clusters Score -2084092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2084090.750000 Penalty: 4838.531250
	Iteration 24Q: 3 clusters Score -2084091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2084100.625000 Penalty: 4838.531250
	Iteration 25Q: 3 clusters Score -2084101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2084097.250000 Penalty: 4838.531250
	Iteration 26Q: 3 clusters Score -2084097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2084097.875000 Penalty: 4838.531250
	Iteration 27Q: 3 clusters Score -2084098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2084095.625000 Penalty: 4838.531250
	Iteration 28Q: 3 clusters Score -2084096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2084095.000000 Penalty: 4838.531250
	Iteration 29Q: 3 clusters Score -2084095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2084097.625000 Penalty: 4838.531250
	Iteration 30Q: 3 clusters Score -2084098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2084093.875000 Penalty: 4838.531250
	Iteration 31Q: 3 clusters Score -2084094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2084098.125000 Penalty: 4838.531250
	Iteration 32Q: 3 clusters Score -2084098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2084100.000000 Penalty: 4838.531250
	Iteration 33Q: 3 clusters Score -2084100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2084101.500000 Penalty: 4838.531250
	Iteration 34Q: 3 clusters Score -2084102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2084098.625000 Penalty: 4838.531250
	Iteration 35Q: 3 clusters Score -2084099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2084098.625000 Penalty: 4838.531250
	Iteration 36F: 3 clusters Score -2084099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 65974 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Entering Unmasked Estep 
Score: -104892600.000000 Penalty: 74423.750000
Splitting cluster 3 changes total score from -104892104.000000 to -104892600.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -546147.625000 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -546147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -541932.937500 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -541932.9 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -543412.562500 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -543412.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -544414.812500 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -544414.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -545263.625000 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -545263.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -546107.500000 Penalty: 4179.490723
	Iteration 4F: 3 clusters Score -546107.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -546757.187500 Penalty: 4179.490723
	Iteration 5F: 3 clusters Score -546757.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -547070.875000 Penalty: 4179.490723
	Iteration 6F: 3 clusters Score -547070.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -547203.562500 Penalty: 4179.490723
	Iteration 7Q: 3 clusters Score -547203.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -547273.125000 Penalty: 4179.490723
	Iteration 8Q: 3 clusters Score -547273.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -547308.062500 Penalty: 4179.490723
	Iteration 9Q: 3 clusters Score -547308.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -547331.437500 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -547331.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -547351.687500 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -547351.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -547367.437500 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -547367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -547372.062500 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -547372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -547375.625000 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -547375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -547381.062500 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -547381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -547392.750000 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -547392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -547399.250000 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -547399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -547404.375000 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -547404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -547405.375000 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -547405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -547406.187500 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -547406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -547406.937500 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -547406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -547408.437500 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -547408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -547410.875000 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -547410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -547411.125000 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -547411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -547412.437500 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -547412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -547414.312500 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -547414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -547414.625000 Penalty: 4179.490723
	Iteration 27Q: 3 clusters Score -547414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -547414.625000 Penalty: 4179.490723
	Iteration 28F: 3 clusters Score -547414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 65974 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Entering Unmasked Estep 
Score: -104892512.000000 Penalty: 77806.648438
Splitting cluster 4 changes total score from -104892104.000000 to -104892512.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (61774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Entering Unmasked Estep 
Score: -8010955.000000 Penalty: 2735.746826
	Iteration 0F: 2 clusters Score -8010955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -7969436.000000 Penalty: 5471.493652
	Iteration 0F: 3 clusters Score -7969436 nChanged 28667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -7985590.500000 Penalty: 5471.493652
	Iteration 1F: 3 clusters Score -7985590 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7986438.000000 Penalty: 5471.493652
	Iteration 2Q: 3 clusters Score -7986438 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7987450.000000 Penalty: 5471.493652
	Iteration 3Q: 3 clusters Score -7987450 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -7988922.500000 Penalty: 5471.493652
	Iteration 4Q: 3 clusters Score -7988922 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7991029.000000 Penalty: 5471.493652
	Iteration 5F: 3 clusters Score -7991029 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -7994147.000000 Penalty: 5471.493652
	Iteration 6F: 3 clusters Score -7994147 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -7997943.000000 Penalty: 5471.493652
	Iteration 7F: 3 clusters Score -7997943 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -8001820.000000 Penalty: 5471.493652
	Iteration 8F: 3 clusters Score -8001820 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -8004880.000000 Penalty: 5471.493652
	Iteration 9F: 3 clusters Score -8004880 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -8006745.000000 Penalty: 5471.493652
	Iteration 10Q: 3 clusters Score -8006745 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -8007692.000000 Penalty: 5471.493652
	Iteration 11Q: 3 clusters Score -8007692 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -8008072.000000 Penalty: 5471.493652
	Iteration 12Q: 3 clusters Score -8008072 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -8008286.500000 Penalty: 5471.493652
	Iteration 13Q: 3 clusters Score -8008286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -8008391.000000 Penalty: 5471.493652
	Iteration 14Q: 3 clusters Score -8008391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8008464.000000 Penalty: 5471.493652
	Iteration 15Q: 3 clusters Score -8008464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -8008513.000000 Penalty: 5471.493652
	Iteration 16Q: 3 clusters Score -8008513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8008536.000000 Penalty: 5471.493652
	Iteration 17Q: 3 clusters Score -8008536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -8008544.000000 Penalty: 5471.493652
	Iteration 18Q: 3 clusters Score -8008544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -8008549.000000 Penalty: 5471.493652
	Iteration 19Q: 3 clusters Score -8008549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -8008559.500000 Penalty: 5471.493652
	Iteration 20F: 3 clusters Score -8008560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8008578.000000 Penalty: 5471.493652
	Iteration 21Q: 3 clusters Score -8008578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8008582.500000 Penalty: 5471.493652
	Iteration 22Q: 3 clusters Score -8008582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -8008584.500000 Penalty: 5471.493652
	Iteration 23Q: 3 clusters Score -8008584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8008582.000000 Penalty: 5471.493652
	Iteration 24Q: 3 clusters Score -8008582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -8008588.000000 Penalty: 5471.493652
	Iteration 25Q: 3 clusters Score -8008588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -8008586.000000 Penalty: 5471.493652
	Iteration 26Q: 3 clusters Score -8008586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8008591.000000 Penalty: 5471.493652
	Iteration 27Q: 3 clusters Score -8008591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8008591.500000 Penalty: 5471.493652
	Iteration 28Q: 3 clusters Score -8008592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -8008594.500000 Penalty: 5471.493652
	Iteration 29Q: 3 clusters Score -8008594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -8008599.000000 Penalty: 5471.493652
	Iteration 30Q: 3 clusters Score -8008599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8008603.000000 Penalty: 5471.493652
	Iteration 31Q: 3 clusters Score -8008603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -8008606.500000 Penalty: 5471.493652
	Iteration 32Q: 3 clusters Score -8008606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -8008605.000000 Penalty: 5471.493652
	Iteration 33Q: 3 clusters Score -8008605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8008606.000000 Penalty: 5471.493652
	Iteration 34Q: 3 clusters Score -8008606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8008606.000000 Penalty: 5471.493652
	Iteration 35F: 3 clusters Score -8008606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Entering Unmasked Estep 
Score: -3923635.500000 Penalty: 2566.886963
	Iteration 0F: 2 clusters Score -3923636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3902174.250000 Penalty: 5133.773926
	Iteration 0F: 3 clusters Score -3902174 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3910358.000000 Penalty: 5133.773926
	Iteration 1F: 3 clusters Score -3910358 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3911440.000000 Penalty: 5133.773926
	Iteration 2F: 3 clusters Score -3911440 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3912712.750000 Penalty: 5133.773926
	Iteration 3F: 3 clusters Score -3912713 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3914088.000000 Penalty: 5133.773926
	Iteration 4F: 3 clusters Score -3914088 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3915366.500000 Penalty: 5133.773926
	Iteration 5F: 3 clusters Score -3915366 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3916389.750000 Penalty: 5133.773926
	Iteration 6F: 3 clusters Score -3916390 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3917096.000000 Penalty: 5133.773926
	Iteration 7Q: 3 clusters Score -3917096 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3917525.000000 Penalty: 5133.773926
	Iteration 8Q: 3 clusters Score -3917525 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3917832.250000 Penalty: 5133.773926
	Iteration 9Q: 3 clusters Score -3917832 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3918038.500000 Penalty: 5133.773926
	Iteration 10Q: 3 clusters Score -3918038 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3918170.000000 Penalty: 5133.773926
	Iteration 11Q: 3 clusters Score -3918170 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3918294.250000 Penalty: 5133.773926
	Iteration 12Q: 3 clusters Score -3918294 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3918371.000000 Penalty: 5133.773926
	Iteration 13Q: 3 clusters Score -3918371 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3918437.750000 Penalty: 5133.773926
	Iteration 14Q: 3 clusters Score -3918438 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3918479.750000 Penalty: 5133.773926
	Iteration 15Q: 3 clusters Score -3918480 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3918524.000000 Penalty: 5133.773926
	Iteration 16Q: 3 clusters Score -3918524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3918576.250000 Penalty: 5133.773926
	Iteration 17Q: 3 clusters Score -3918576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3918630.000000 Penalty: 5133.773926
	Iteration 18Q: 3 clusters Score -3918630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3918671.500000 Penalty: 5133.773926
	Iteration 19Q: 3 clusters Score -3918672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3918718.750000 Penalty: 5133.773926
	Iteration 20F: 3 clusters Score -3918719 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3918790.250000 Penalty: 5133.773926
	Iteration 21Q: 3 clusters Score -3918790 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3918850.750000 Penalty: 5133.773926
	Iteration 22Q: 3 clusters Score -3918851 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3918902.250000 Penalty: 5133.773926
	Iteration 23Q: 3 clusters Score -3918902 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3918980.750000 Penalty: 5133.773926
	Iteration 24Q: 3 clusters Score -3918981 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3919054.250000 Penalty: 5133.773926
	Iteration 25Q: 3 clusters Score -3919054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3919177.000000 Penalty: 5133.773926
	Iteration 26Q: 3 clusters Score -3919177 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3919295.500000 Penalty: 5133.773926
	Iteration 27Q: 3 clusters Score -3919296 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3919473.250000 Penalty: 5133.773926
	Iteration 28Q: 3 clusters Score -3919473 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3919696.250000 Penalty: 5133.773926
	Iteration 29Q: 3 clusters Score -3919696 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3919925.000000 Penalty: 5133.773926
	Iteration 30Q: 3 clusters Score -3919925 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3920188.750000 Penalty: 5133.773926
	Iteration 31Q: 3 clusters Score -3920189 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3920463.500000 Penalty: 5133.773926
	Iteration 32Q: 3 clusters Score -3920464 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3920718.250000 Penalty: 5133.773926
	Iteration 33Q: 3 clusters Score -3920718 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3920999.250000 Penalty: 5133.773926
	Iteration 34Q: 3 clusters Score -3920999 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3921278.000000 Penalty: 5133.773926
	Iteration 35Q: 3 clusters Score -3921278 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3921535.500000 Penalty: 5133.773926
	Iteration 36Q: 3 clusters Score -3921536 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3921763.000000 Penalty: 5133.773926
	Iteration 37Q: 3 clusters Score -3921763 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3921919.750000 Penalty: 5133.773926
	Iteration 38Q: 3 clusters Score -3921920 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3922059.250000 Penalty: 5133.773926
	Iteration 39Q: 3 clusters Score -3922059 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3922164.250000 Penalty: 5133.773926
	Iteration 40F: 3 clusters Score -3922164 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3922276.750000 Penalty: 5133.773926
	Iteration 41Q: 3 clusters Score -3922277 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3922373.750000 Penalty: 5133.773926
	Iteration 42Q: 3 clusters Score -3922374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3922465.000000 Penalty: 5133.773926
	Iteration 43Q: 3 clusters Score -3922465 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3922532.750000 Penalty: 5133.773926
	Iteration 44Q: 3 clusters Score -3922533 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3922614.250000 Penalty: 5133.773926
	Iteration 45Q: 3 clusters Score -3922614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3922682.750000 Penalty: 5133.773926
	Iteration 46Q: 3 clusters Score -3922683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3922754.750000 Penalty: 5133.773926
	Iteration 47Q: 3 clusters Score -3922755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3922806.500000 Penalty: 5133.773926
	Iteration 48Q: 3 clusters Score -3922806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3922829.250000 Penalty: 5133.773926
	Iteration 49Q: 3 clusters Score -3922829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3922857.500000 Penalty: 5133.773926
	Iteration 50Q: 3 clusters Score -3922858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3922870.250000 Penalty: 5133.773926
	Iteration 51Q: 3 clusters Score -3922870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3922874.000000 Penalty: 5133.773926
	Iteration 52Q: 3 clusters Score -3922874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3922879.750000 Penalty: 5133.773926
	Iteration 53Q: 3 clusters Score -3922880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3922878.250000 Penalty: 5133.773926
	Iteration 54Q: 3 clusters Score -3922878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3922887.500000 Penalty: 5133.773926
	Iteration 55Q: 3 clusters Score -3922888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3922887.500000 Penalty: 5133.773926
	Iteration 56Q: 3 clusters Score -3922888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3922893.750000 Penalty: 5133.773926
	Iteration 57Q: 3 clusters Score -3922894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3922901.750000 Penalty: 5133.773926
	Iteration 58Q: 3 clusters Score -3922902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3922902.750000 Penalty: 5133.773926
	Iteration 59Q: 3 clusters Score -3922903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3922902.000000 Penalty: 5133.773926
	Iteration 60F: 3 clusters Score -3922902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3922902.000000 Penalty: 5133.773926
	Iteration 61Q: 3 clusters Score -3922902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3922906.500000 Penalty: 5133.773926
	Iteration 62Q: 3 clusters Score -3922906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3922907.250000 Penalty: 5133.773926
	Iteration 63Q: 3 clusters Score -3922907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3922910.250000 Penalty: 5133.773926
	Iteration 64Q: 3 clusters Score -3922910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3922907.250000 Penalty: 5133.773926
	Iteration 65Q: 3 clusters Score -3922907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -3922904.250000 Penalty: 5133.773926
	Iteration 66Q: 3 clusters Score -3922904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3922906.500000 Penalty: 5133.773926
	Iteration 67Q: 3 clusters Score -3922906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3922914.250000 Penalty: 5133.773926
	Iteration 68Q: 3 clusters Score -3922914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3922916.000000 Penalty: 5133.773926
	Iteration 69Q: 3 clusters Score -3922916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3922911.000000 Penalty: 5133.773926
	Iteration 70Q: 3 clusters Score -3922911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3922914.250000 Penalty: 5133.773926
	Iteration 71Q: 3 clusters Score -3922914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3922914.250000 Penalty: 5133.773926
	Iteration 72F: 3 clusters Score -3922914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Entering Unmasked Estep 
Score: -1310026.625000 Penalty: 2305.991211
	Iteration 0F: 2 clusters Score -1310027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1301716.750000 Penalty: 4611.982422
	Iteration 0F: 3 clusters Score -1301717 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1304287.125000 Penalty: 4611.982422
	Iteration 1F: 3 clusters Score -1304287 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1304774.500000 Penalty: 4611.982422
	Iteration 2F: 3 clusters Score -1304774 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1305422.125000 Penalty: 4611.982422
	Iteration 3F: 3 clusters Score -1305422 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1306209.500000 Penalty: 4611.982422
	Iteration 4F: 3 clusters Score -1306210 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1306945.500000 Penalty: 4611.982422
	Iteration 5F: 3 clusters Score -1306946 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1307497.250000 Penalty: 4611.982422
	Iteration 6F: 3 clusters Score -1307497 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1307938.500000 Penalty: 4611.982422
	Iteration 7F: 3 clusters Score -1307938 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1308238.250000 Penalty: 4611.982422
	Iteration 8Q: 3 clusters Score -1308238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1308410.250000 Penalty: 4611.982422
	Iteration 9Q: 3 clusters Score -1308410 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1308524.875000 Penalty: 4611.982422
	Iteration 10Q: 3 clusters Score -1308525 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1308628.750000 Penalty: 4611.982422
	Iteration 11Q: 3 clusters Score -1308629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1308717.500000 Penalty: 4611.982422
	Iteration 12Q: 3 clusters Score -1308718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1308801.000000 Penalty: 4611.982422
	Iteration 13Q: 3 clusters Score -1308801 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1308879.125000 Penalty: 4611.982422
	Iteration 14Q: 3 clusters Score -1308879 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1308952.750000 Penalty: 4611.982422
	Iteration 15Q: 3 clusters Score -1308953 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1309032.875000 Penalty: 4611.982422
	Iteration 16Q: 3 clusters Score -1309033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1309102.250000 Penalty: 4611.982422
	Iteration 17Q: 3 clusters Score -1309102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1309180.375000 Penalty: 4611.982422
	Iteration 18Q: 3 clusters Score -1309180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1309227.750000 Penalty: 4611.982422
	Iteration 19Q: 3 clusters Score -1309228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1309272.625000 Penalty: 4611.982422
	Iteration 20F: 3 clusters Score -1309273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1309310.125000 Penalty: 4611.982422
	Iteration 21Q: 3 clusters Score -1309310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1309339.125000 Penalty: 4611.982422
	Iteration 22Q: 3 clusters Score -1309339 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1309367.125000 Penalty: 4611.982422
	Iteration 23Q: 3 clusters Score -1309367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1309399.875000 Penalty: 4611.982422
	Iteration 24Q: 3 clusters Score -1309400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1309441.875000 Penalty: 4611.982422
	Iteration 25Q: 3 clusters Score -1309442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1309500.500000 Penalty: 4611.982422
	Iteration 26Q: 3 clusters Score -1309500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1309560.750000 Penalty: 4611.982422
	Iteration 27Q: 3 clusters Score -1309561 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1309604.125000 Penalty: 4611.982422
	Iteration 28Q: 3 clusters Score -1309604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1309624.125000 Penalty: 4611.982422
	Iteration 29Q: 3 clusters Score -1309624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1309635.500000 Penalty: 4611.982422
	Iteration 30Q: 3 clusters Score -1309636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1309649.500000 Penalty: 4611.982422
	Iteration 31Q: 3 clusters Score -1309650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1309659.500000 Penalty: 4611.982422
	Iteration 32Q: 3 clusters Score -1309660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1309664.750000 Penalty: 4611.982422
	Iteration 33Q: 3 clusters Score -1309665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1309669.750000 Penalty: 4611.982422
	Iteration 34Q: 3 clusters Score -1309670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1309676.125000 Penalty: 4611.982422
	Iteration 35Q: 3 clusters Score -1309676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1309677.625000 Penalty: 4611.982422
	Iteration 36Q: 3 clusters Score -1309678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1309678.375000 Penalty: 4611.982422
	Iteration 37Q: 3 clusters Score -1309678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1309680.500000 Penalty: 4611.982422
	Iteration 38Q: 3 clusters Score -1309680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1309680.625000 Penalty: 4611.982422
	Iteration 39Q: 3 clusters Score -1309681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1309679.875000 Penalty: 4611.982422
	Iteration 40F: 3 clusters Score -1309680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1309679.625000 Penalty: 4611.982422
	Iteration 41Q: 3 clusters Score -1309680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1309681.375000 Penalty: 4611.982422
	Iteration 42Q: 3 clusters Score -1309681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1309681.500000 Penalty: 4611.982422
	Iteration 43Q: 3 clusters Score -1309682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1309684.500000 Penalty: 4611.982422
	Iteration 44Q: 3 clusters Score -1309684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1309684.125000 Penalty: 4611.982422
	Iteration 45Q: 3 clusters Score -1309684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1309683.375000 Penalty: 4611.982422
	Iteration 46Q: 3 clusters Score -1309683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1309685.125000 Penalty: 4611.982422
	Iteration 47Q: 3 clusters Score -1309685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1309686.875000 Penalty: 4611.982422
	Iteration 48Q: 3 clusters Score -1309687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1309686.250000 Penalty: 4611.982422
	Iteration 49Q: 3 clusters Score -1309686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1309687.625000 Penalty: 4611.982422
	Iteration 50Q: 3 clusters Score -1309688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1309685.875000 Penalty: 4611.982422
	Iteration 51Q: 3 clusters Score -1309686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1309685.875000 Penalty: 4611.982422
	Iteration 52F: 3 clusters Score -1309686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Entering Unmasked Estep 
Score: -8605816.000000 Penalty: 2752.060059
	Iteration 0F: 2 clusters Score -8605816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -8561575.000000 Penalty: 5504.120117
	Iteration 0F: 3 clusters Score -8561575 nChanged 30668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -8578632.000000 Penalty: 5504.120117
	Iteration 1F: 3 clusters Score -8578632 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -8579199.000000 Penalty: 5504.120117
	Iteration 2Q: 3 clusters Score -8579199 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -8579792.000000 Penalty: 5504.120117
	Iteration 3Q: 3 clusters Score -8579792 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -8580418.000000 Penalty: 5504.120117
	Iteration 4Q: 3 clusters Score -8580418 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -8581136.000000 Penalty: 5504.120117
	Iteration 5Q: 3 clusters Score -8581136 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -8582124.000000 Penalty: 5504.120117
	Iteration 6Q: 3 clusters Score -8582124 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -8583710.000000 Penalty: 5504.120117
	Iteration 7Q: 3 clusters Score -8583710 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -8586024.000000 Penalty: 5504.120117
	Iteration 8F: 3 clusters Score -8586024 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -8589126.000000 Penalty: 5504.120117
	Iteration 9F: 3 clusters Score -8589126 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8592808.000000 Penalty: 5504.120117
	Iteration 10F: 3 clusters Score -8592808 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -8596277.000000 Penalty: 5504.120117
	Iteration 11F: 3 clusters Score -8596277 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -8598765.000000 Penalty: 5504.120117
	Iteration 12Q: 3 clusters Score -8598765 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -8600183.000000 Penalty: 5504.120117
	Iteration 13Q: 3 clusters Score -8600183 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -8601034.000000 Penalty: 5504.120117
	Iteration 14Q: 3 clusters Score -8601034 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -8601630.000000 Penalty: 5504.120117
	Iteration 15Q: 3 clusters Score -8601630 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -8602043.000000 Penalty: 5504.120117
	Iteration 16Q: 3 clusters Score -8602043 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -8602366.000000 Penalty: 5504.120117
	Iteration 17Q: 3 clusters Score -8602366 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -8602742.000000 Penalty: 5504.120117
	Iteration 18Q: 3 clusters Score -8602742 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -8603070.000000 Penalty: 5504.120117
	Iteration 19Q: 3 clusters Score -8603070 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -8603349.000000 Penalty: 5504.120117
	Iteration 20F: 3 clusters Score -8603349 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -8603647.000000 Penalty: 5504.120117
	Iteration 21Q: 3 clusters Score -8603647 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -8603914.000000 Penalty: 5504.120117
	Iteration 22Q: 3 clusters Score -8603914 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -8604184.000000 Penalty: 5504.120117
	Iteration 23Q: 3 clusters Score -8604184 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -8604434.000000 Penalty: 5504.120117
	Iteration 24Q: 3 clusters Score -8604434 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -8604677.000000 Penalty: 5504.120117
	Iteration 25Q: 3 clusters Score -8604677 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -8604899.000000 Penalty: 5504.120117
	Iteration 26Q: 3 clusters Score -8604899 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -8605072.000000 Penalty: 5504.120117
	Iteration 27Q: 3 clusters Score -8605072 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -8605243.000000 Penalty: 5504.120117
	Iteration 28Q: 3 clusters Score -8605243 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -8605401.000000 Penalty: 5504.120117
	Iteration 29Q: 3 clusters Score -8605401 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -8605507.000000 Penalty: 5504.120117
	Iteration 30Q: 3 clusters Score -8605507 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -8605592.000000 Penalty: 5504.120117
	Iteration 31Q: 3 clusters Score -8605592 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -8605644.000000 Penalty: 5504.120117
	Iteration 32Q: 3 clusters Score -8605644 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -8605695.000000 Penalty: 5504.120117
	Iteration 33Q: 3 clusters Score -8605695 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -8605761.000000 Penalty: 5504.120117
	Iteration 34Q: 3 clusters Score -8605761 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -8605807.000000 Penalty: 5504.120117
	Iteration 35Q: 3 clusters Score -8605807 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -8605821.000000 Penalty: 5504.120117
	Iteration 36Q: 3 clusters Score -8605821 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -8605846.000000 Penalty: 5504.120117
	Iteration 37Q: 3 clusters Score -8605846 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -8605848.000000 Penalty: 5504.120117
	Iteration 38Q: 3 clusters Score -8605848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -8605889.000000 Penalty: 5504.120117
	Iteration 39Q: 3 clusters Score -8605889 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -8605895.000000 Penalty: 5504.120117
	Iteration 40F: 3 clusters Score -8605895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8605894.000000 Penalty: 5504.120117
	Iteration 41Q: 3 clusters Score -8605894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -8605911.000000 Penalty: 5504.120117
	Iteration 42Q: 3 clusters Score -8605911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -8605925.000000 Penalty: 5504.120117
	Iteration 43Q: 3 clusters Score -8605925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -8605932.000000 Penalty: 5504.120117
	Iteration 44Q: 3 clusters Score -8605932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -8605936.000000 Penalty: 5504.120117
	Iteration 45Q: 3 clusters Score -8605936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -8605933.000000 Penalty: 5504.120117
	Iteration 46Q: 3 clusters Score -8605933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -8605940.000000 Penalty: 5504.120117
	Iteration 47Q: 3 clusters Score -8605940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -8605943.000000 Penalty: 5504.120117
	Iteration 48Q: 3 clusters Score -8605943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -8605932.000000 Penalty: 5504.120117
	Iteration 49Q: 3 clusters Score -8605932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -8605948.000000 Penalty: 5504.120117
	Iteration 50Q: 3 clusters Score -8605948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -8605949.000000 Penalty: 5504.120117
	Iteration 51Q: 3 clusters Score -8605949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -8605947.000000 Penalty: 5504.120117
	Iteration 52Q: 3 clusters Score -8605947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -8605959.000000 Penalty: 5504.120117
	Iteration 53Q: 3 clusters Score -8605959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -8605952.000000 Penalty: 5504.120117
	Iteration 54Q: 3 clusters Score -8605952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -8605944.000000 Penalty: 5504.120117
	Iteration 55Q: 3 clusters Score -8605944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8605944.000000 Penalty: 5504.120117
	Iteration 56Q: 3 clusters Score -8605944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -8605949.000000 Penalty: 5504.120117
	Iteration 57Q: 3 clusters Score -8605949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -8605945.000000 Penalty: 5504.120117
	Iteration 58Q: 3 clusters Score -8605945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -8605945.000000 Penalty: 5504.120117
	Iteration 59Q: 3 clusters Score -8605945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -8605942.000000 Penalty: 5504.120117
	Iteration 60F: 3 clusters Score -8605942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -8605946.000000 Penalty: 5504.120117
	Iteration 61Q: 3 clusters Score -8605946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -8605942.000000 Penalty: 5504.120117
	Iteration 62Q: 3 clusters Score -8605942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -8605951.000000 Penalty: 5504.120117
	Iteration 63Q: 3 clusters Score -8605951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -8605947.000000 Penalty: 5504.120117
	Iteration 64Q: 3 clusters Score -8605947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -8605947.000000 Penalty: 5504.120117
	Iteration 65F: 3 clusters Score -8605947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Entering Unmasked Estep 
Score: -104892544.000000 Penalty: 81189.546875
Splitting cluster 8 changes total score from -104892104.000000 to -104892544.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -248287.343750 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -248287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -245795.718750 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -245795.7 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249165.937500 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -249165.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -251160.171875 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -251160.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -252078.109375 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -252078.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -252898.437500 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -252898.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -253521.734375 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -253521.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253715.390625 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -253715.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -253870.234375 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -253870.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254151.890625 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -254151.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254434.781250 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -254434.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -254519.031250 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -254519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -254554.937500 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -254554.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254592.968750 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -254593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -254660.718750 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -254660.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -254884.359375 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -254884.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -255221.343750 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -255221.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -255551.312500 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -255551.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -255767.921875 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -255767.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -255932.640625 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -255932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -256166.734375 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -256166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -256790.921875 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -256790.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -258197.296875 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -258197.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -258479.125000 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -258479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258630.234375 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -258630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -258797.281250 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -258797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -259066.703125 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -259066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -259485.265625 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -259485.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -259770.406250 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -259770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -259875.640625 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -259875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259906.031250 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -259906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -259910.671875 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -259910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -259910.671875 Penalty: 3880.925049
	Iteration 31F: 3 clusters Score -259910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Entering Unmasked Estep 
Score: -104902808.000000 Penalty: 84572.445312
Splitting cluster 9 changes total score from -104892104.000000 to -104902808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -1315796.375000 Penalty: 2335.140625
	Iteration 0F: 2 clusters Score -1315796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1306671.125000 Penalty: 4670.281250
	Iteration 0F: 3 clusters Score -1306671 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1309843.875000 Penalty: 4670.281250
	Iteration 1F: 3 clusters Score -1309844 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1310758.375000 Penalty: 4670.281250
	Iteration 2F: 3 clusters Score -1310758 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1311749.375000 Penalty: 4670.281250
	Iteration 3F: 3 clusters Score -1311749 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1312681.125000 Penalty: 4670.281250
	Iteration 4F: 3 clusters Score -1312681 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1313340.500000 Penalty: 4670.281250
	Iteration 5F: 3 clusters Score -1313340 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1313838.625000 Penalty: 4670.281250
	Iteration 6F: 3 clusters Score -1313839 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1314160.750000 Penalty: 4670.281250
	Iteration 7Q: 3 clusters Score -1314161 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1314398.000000 Penalty: 4670.281250
	Iteration 8Q: 3 clusters Score -1314398 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1314585.875000 Penalty: 4670.281250
	Iteration 9Q: 3 clusters Score -1314586 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1314784.375000 Penalty: 4670.281250
	Iteration 10Q: 3 clusters Score -1314784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1314945.875000 Penalty: 4670.281250
	Iteration 11Q: 3 clusters Score -1314946 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1315065.000000 Penalty: 4670.281250
	Iteration 12Q: 3 clusters Score -1315065 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1315191.875000 Penalty: 4670.281250
	Iteration 13Q: 3 clusters Score -1315192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1315323.750000 Penalty: 4670.281250
	Iteration 14Q: 3 clusters Score -1315324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1315443.250000 Penalty: 4670.281250
	Iteration 15Q: 3 clusters Score -1315443 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1315568.000000 Penalty: 4670.281250
	Iteration 16Q: 3 clusters Score -1315568 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1315723.500000 Penalty: 4670.281250
	Iteration 17Q: 3 clusters Score -1315724 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1315897.375000 Penalty: 4670.281250
	Iteration 18Q: 3 clusters Score -1315897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1316135.875000 Penalty: 4670.281250
	Iteration 19Q: 3 clusters Score -1316136 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1316547.000000 Penalty: 4670.281250
	Iteration 20F: 3 clusters Score -1316547 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1317195.750000 Penalty: 4670.281250
	Iteration 21Q: 3 clusters Score -1317196 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1318222.250000 Penalty: 4670.281250
	Iteration 22Q: 3 clusters Score -1318222 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1319532.500000 Penalty: 4670.281250
	Iteration 23Q: 3 clusters Score -1319532 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1320425.875000 Penalty: 4670.281250
	Iteration 24Q: 3 clusters Score -1320426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1320705.500000 Penalty: 4670.281250
	Iteration 25Q: 3 clusters Score -1320706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1320779.750000 Penalty: 4670.281250
	Iteration 26Q: 3 clusters Score -1320780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1320802.500000 Penalty: 4670.281250
	Iteration 27Q: 3 clusters Score -1320802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1320810.750000 Penalty: 4670.281250
	Iteration 28Q: 3 clusters Score -1320811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1320816.000000 Penalty: 4670.281250
	Iteration 29Q: 3 clusters Score -1320816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1320816.250000 Penalty: 4670.281250
	Iteration 30Q: 3 clusters Score -1320816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1320818.500000 Penalty: 4670.281250
	Iteration 31Q: 3 clusters Score -1320818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1320820.625000 Penalty: 4670.281250
	Iteration 32Q: 3 clusters Score -1320821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1320821.375000 Penalty: 4670.281250
	Iteration 33Q: 3 clusters Score -1320821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1320819.250000 Penalty: 4670.281250
	Iteration 34Q: 3 clusters Score -1320819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1320821.500000 Penalty: 4670.281250
	Iteration 35F: 3 clusters Score -1320822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1320823.625000 Penalty: 4670.281250
	Iteration 36Q: 3 clusters Score -1320824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1320823.500000 Penalty: 4670.281250
	Iteration 37Q: 3 clusters Score -1320824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1320825.250000 Penalty: 4670.281250
	Iteration 38Q: 3 clusters Score -1320825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1320828.875000 Penalty: 4670.281250
	Iteration 39Q: 3 clusters Score -1320829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1320827.750000 Penalty: 4670.281250
	Iteration 40F: 3 clusters Score -1320828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1320831.375000 Penalty: 4670.281250
	Iteration 41Q: 3 clusters Score -1320831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1320830.875000 Penalty: 4670.281250
	Iteration 42Q: 3 clusters Score -1320831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1320829.500000 Penalty: 4670.281250
	Iteration 43Q: 3 clusters Score -1320830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1320829.500000 Penalty: 4670.281250
	Iteration 44F: 3 clusters Score -1320830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Entering Unmasked Estep 
Score: -104906824.000000 Penalty: 87955.343750
Splitting cluster 10 changes total score from -104892104.000000 to -104906824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1932143.500000 Penalty: 2378.762939
	Iteration 0F: 2 clusters Score -1932144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1921454.750000 Penalty: 4757.525879
	Iteration 0F: 3 clusters Score -1921455 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1924967.000000 Penalty: 4757.525879
	Iteration 1F: 3 clusters Score -1924967 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1925368.000000 Penalty: 4757.525879
	Iteration 2F: 3 clusters Score -1925368 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1925695.750000 Penalty: 4757.525879
	Iteration 3Q: 3 clusters Score -1925696 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1926057.250000 Penalty: 4757.525879
	Iteration 4Q: 3 clusters Score -1926057 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1926485.000000 Penalty: 4757.525879
	Iteration 5Q: 3 clusters Score -1926485 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1926968.375000 Penalty: 4757.525879
	Iteration 6F: 3 clusters Score -1926968 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1927503.375000 Penalty: 4757.525879
	Iteration 7F: 3 clusters Score -1927503 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1928091.250000 Penalty: 4757.525879
	Iteration 8F: 3 clusters Score -1928091 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1928633.250000 Penalty: 4757.525879
	Iteration 9Q: 3 clusters Score -1928633 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1929070.625000 Penalty: 4757.525879
	Iteration 10Q: 3 clusters Score -1929071 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1929403.125000 Penalty: 4757.525879
	Iteration 11Q: 3 clusters Score -1929403 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1929646.250000 Penalty: 4757.525879
	Iteration 12Q: 3 clusters Score -1929646 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1929841.000000 Penalty: 4757.525879
	Iteration 13Q: 3 clusters Score -1929841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1929977.375000 Penalty: 4757.525879
	Iteration 14Q: 3 clusters Score -1929977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1930074.000000 Penalty: 4757.525879
	Iteration 15Q: 3 clusters Score -1930074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1930155.250000 Penalty: 4757.525879
	Iteration 16Q: 3 clusters Score -1930155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1930209.500000 Penalty: 4757.525879
	Iteration 17Q: 3 clusters Score -1930210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1930235.500000 Penalty: 4757.525879
	Iteration 18Q: 3 clusters Score -1930236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1930251.125000 Penalty: 4757.525879
	Iteration 19Q: 3 clusters Score -1930251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1930266.625000 Penalty: 4757.525879
	Iteration 20F: 3 clusters Score -1930267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1930274.250000 Penalty: 4757.525879
	Iteration 21Q: 3 clusters Score -1930274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1930280.500000 Penalty: 4757.525879
	Iteration 22Q: 3 clusters Score -1930280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1930280.250000 Penalty: 4757.525879
	Iteration 23Q: 3 clusters Score -1930280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1930282.500000 Penalty: 4757.525879
	Iteration 24Q: 3 clusters Score -1930282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1930288.125000 Penalty: 4757.525879
	Iteration 25Q: 3 clusters Score -1930288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1930292.625000 Penalty: 4757.525879
	Iteration 26Q: 3 clusters Score -1930293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1930295.500000 Penalty: 4757.525879
	Iteration 27Q: 3 clusters Score -1930296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1930300.375000 Penalty: 4757.525879
	Iteration 28Q: 3 clusters Score -1930300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1930300.000000 Penalty: 4757.525879
	Iteration 29Q: 3 clusters Score -1930300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1930303.000000 Penalty: 4757.525879
	Iteration 30Q: 3 clusters Score -1930303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1930302.375000 Penalty: 4757.525879
	Iteration 31Q: 3 clusters Score -1930302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1930302.375000 Penalty: 4757.525879
	Iteration 32F: 3 clusters Score -1930302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355350 members 
Entering Unmasked Estep 
Score: -46037252.000000 Penalty: 3169.652832
	Iteration 0F: 2 clusters Score -4.603725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -45829020.000000 Penalty: 6339.305664
	Iteration 0F: 3 clusters Score -4.582902e+07 nChanged 172792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 190094 members 
Entering Unmasked Estep 
Score: -45932872.000000 Penalty: 6339.305664
	Iteration 1F: 3 clusters Score -4.593287e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 196846 members 
Entering Unmasked Estep 
Score: -45936252.000000 Penalty: 6339.305664
	Iteration 2Q: 3 clusters Score -4.593625e+07 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 206748 members 
Entering Unmasked Estep 
Score: -45941132.000000 Penalty: 6339.305664
	Iteration 3Q: 3 clusters Score -4.594113e+07 nChanged 18904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 220430 members 
Entering Unmasked Estep 
Score: -45948836.000000 Penalty: 6339.305664
	Iteration 4F: 3 clusters Score -4.594884e+07 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 237050 members 
Entering Unmasked Estep 
Score: -45960944.000000 Penalty: 6339.305664
	Iteration 5F: 3 clusters Score -4.596094e+07 nChanged 24233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 253813 members 
Entering Unmasked Estep 
Score: -45976304.000000 Penalty: 6339.305664
	Iteration 6F: 3 clusters Score -4.59763e+07 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 266222 members 
Entering Unmasked Estep 
Score: -45990892.000000 Penalty: 6339.305664
	Iteration 7F: 3 clusters Score -4.599089e+07 nChanged 18236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 272716 members 
Entering Unmasked Estep 
Score: -46000392.000000 Penalty: 6339.305664
	Iteration 8F: 3 clusters Score -4.600039e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 275119 members 
Entering Unmasked Estep 
Score: -46004884.000000 Penalty: 6339.305664
	Iteration 9Q: 3 clusters Score -4.600488e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 275879 members 
Entering Unmasked Estep 
Score: -46006368.000000 Penalty: 6339.305664
	Iteration 10Q: 3 clusters Score -4.600637e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 276025 members 
Entering Unmasked Estep 
Score: -46006616.000000 Penalty: 6339.305664
	Iteration 11Q: 3 clusters Score -4.600662e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 275898 members 
Entering Unmasked Estep 
Score: -46006624.000000 Penalty: 6339.305664
	Iteration 12Q: 3 clusters Score -4.600662e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 275503 members 
Entering Unmasked Estep 
Score: -46006692.000000 Penalty: 6339.305664
	Iteration 13Q: 3 clusters Score -4.600669e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 274948 members 
Entering Unmasked Estep 
Score: -46006268.000000 Penalty: 6339.305664
	Iteration 14Q: 3 clusters Score -4.600627e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 274174 members 
Entering Unmasked Estep 
Score: -46006036.000000 Penalty: 6339.305664
	Iteration 15Q: 3 clusters Score -4.600604e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 273278 members 
Entering Unmasked Estep 
Score: -46005772.000000 Penalty: 6339.305664
	Iteration 16Q: 3 clusters Score -4.600577e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 272285 members 
Entering Unmasked Estep 
Score: -46005544.000000 Penalty: 6339.305664
	Iteration 17Q: 3 clusters Score -4.600554e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 271246 members 
Entering Unmasked Estep 
Score: -46005428.000000 Penalty: 6339.305664
	Iteration 18Q: 3 clusters Score -4.600543e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 270072 members 
Entering Unmasked Estep 
Score: -46005208.000000 Penalty: 6339.305664
	Iteration 19Q: 3 clusters Score -4.600521e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 268850 members 
Entering Unmasked Estep 
Score: -46005104.000000 Penalty: 6339.305664
	Iteration 20F: 3 clusters Score -4.60051e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 267563 members 
Entering Unmasked Estep 
Score: -46004760.000000 Penalty: 6339.305664
	Iteration 21Q: 3 clusters Score -4.600476e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 266169 members 
Entering Unmasked Estep 
Score: -46004680.000000 Penalty: 6339.305664
	Iteration 22Q: 3 clusters Score -4.600468e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 264694 members 
Entering Unmasked Estep 
Score: -46004496.000000 Penalty: 6339.305664
	Iteration 23Q: 3 clusters Score -4.60045e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 263087 members 
Entering Unmasked Estep 
Score: -46004444.000000 Penalty: 6339.305664
	Iteration 24Q: 3 clusters Score -4.600444e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 261382 members 
Entering Unmasked Estep 
Score: -46004356.000000 Penalty: 6339.305664
	Iteration 25Q: 3 clusters Score -4.600436e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 259551 members 
Entering Unmasked Estep 
Score: -46003872.000000 Penalty: 6339.305664
	Iteration 26Q: 3 clusters Score -4.600387e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 257671 members 
Entering Unmasked Estep 
Score: -46003624.000000 Penalty: 6339.305664
	Iteration 27Q: 3 clusters Score -4.600362e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 255674 members 
Entering Unmasked Estep 
Score: -46003464.000000 Penalty: 6339.305664
	Iteration 28Q: 3 clusters Score -4.600346e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 253633 members 
Entering Unmasked Estep 
Score: -46003200.000000 Penalty: 6339.305664
	Iteration 29Q: 3 clusters Score -4.60032e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 251399 members 
Entering Unmasked Estep 
Score: -46003172.000000 Penalty: 6339.305664
	Iteration 30Q: 3 clusters Score -4.600317e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 248972 members 
Entering Unmasked Estep 
Score: -46003096.000000 Penalty: 6339.305664
	Iteration 31Q: 3 clusters Score -4.60031e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 246471 members 
Entering Unmasked Estep 
Score: -46002824.000000 Penalty: 6339.305664
	Iteration 32Q: 3 clusters Score -4.600282e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -46002864.000000 Penalty: 6339.305664
	Iteration 33Q: 3 clusters Score -4.600286e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 241150 members 
Entering Unmasked Estep 
Score: -46002932.000000 Penalty: 6339.305664
	Iteration 34Q: 3 clusters Score -4.600293e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 238541 members 
Entering Unmasked Estep 
Score: -46002828.000000 Penalty: 6339.305664
	Iteration 35Q: 3 clusters Score -4.600283e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 235832 members 
Entering Unmasked Estep 
Score: -46002728.000000 Penalty: 6339.305664
	Iteration 36Q: 3 clusters Score -4.600273e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 233136 members 
Entering Unmasked Estep 
Score: -46002608.000000 Penalty: 6339.305664
	Iteration 37Q: 3 clusters Score -4.600261e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124997 members 
Mstep: Class 2 contains 230353 members 
Entering Unmasked Estep 
Score: -46002804.000000 Penalty: 6339.305664
	Iteration 38Q: 3 clusters Score -4.60028e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 227601 members 
Entering Unmasked Estep 
Score: -46002844.000000 Penalty: 6339.305664
	Iteration 39Q: 3 clusters Score -4.600284e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130539 members 
Mstep: Class 2 contains 224811 members 
Entering Unmasked Estep 
Score: -46002956.000000 Penalty: 6339.305664
	Iteration 40F: 3 clusters Score -4.600296e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133305 members 
Mstep: Class 2 contains 222045 members 
Entering Unmasked Estep 
Score: -46003064.000000 Penalty: 6339.305664
	Iteration 41Q: 3 clusters Score -4.600306e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136038 members 
Mstep: Class 2 contains 219312 members 
Entering Unmasked Estep 
Score: -46003364.000000 Penalty: 6339.305664
	Iteration 42Q: 3 clusters Score -4.600336e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -46003416.000000 Penalty: 6339.305664
	Iteration 43Q: 3 clusters Score -4.600342e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141223 members 
Mstep: Class 2 contains 214127 members 
Entering Unmasked Estep 
Score: -46003672.000000 Penalty: 6339.305664
	Iteration 44Q: 3 clusters Score -4.600367e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 211703 members 
Entering Unmasked Estep 
Score: -46003892.000000 Penalty: 6339.305664
	Iteration 45Q: 3 clusters Score -4.600389e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 209384 members 
Entering Unmasked Estep 
Score: -46004064.000000 Penalty: 6339.305664
	Iteration 46Q: 3 clusters Score -4.600406e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148122 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -46004244.000000 Penalty: 6339.305664
	Iteration 47Q: 3 clusters Score -4.600424e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 205276 members 
Entering Unmasked Estep 
Score: -46004260.000000 Penalty: 6339.305664
	Iteration 48Q: 3 clusters Score -4.600426e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 203433 members 
Entering Unmasked Estep 
Score: -46004540.000000 Penalty: 6339.305664
	Iteration 49Q: 3 clusters Score -4.600454e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 201711 members 
Entering Unmasked Estep 
Score: -46004704.000000 Penalty: 6339.305664
	Iteration 50Q: 3 clusters Score -4.60047e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 200125 members 
Entering Unmasked Estep 
Score: -46004804.000000 Penalty: 6339.305664
	Iteration 51Q: 3 clusters Score -4.60048e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156768 members 
Mstep: Class 2 contains 198582 members 
Entering Unmasked Estep 
Score: -46004884.000000 Penalty: 6339.305664
	Iteration 52Q: 3 clusters Score -4.600488e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -46004964.000000 Penalty: 6339.305664
	Iteration 53Q: 3 clusters Score -4.600496e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 195821 members 
Entering Unmasked Estep 
Score: -46005204.000000 Penalty: 6339.305664
	Iteration 54Q: 3 clusters Score -4.60052e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 194543 members 
Entering Unmasked Estep 
Score: -46005280.000000 Penalty: 6339.305664
	Iteration 55Q: 3 clusters Score -4.600528e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 193394 members 
Entering Unmasked Estep 
Score: -46005448.000000 Penalty: 6339.305664
	Iteration 56Q: 3 clusters Score -4.600545e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163071 members 
Mstep: Class 2 contains 192279 members 
Entering Unmasked Estep 
Score: -46005648.000000 Penalty: 6339.305664
	Iteration 57Q: 3 clusters Score -4.600565e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -46005820.000000 Penalty: 6339.305664
	Iteration 58Q: 3 clusters Score -4.600582e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 190393 members 
Entering Unmasked Estep 
Score: -46005864.000000 Penalty: 6339.305664
	Iteration 59Q: 3 clusters Score -4.600586e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 189564 members 
Entering Unmasked Estep 
Score: -46006044.000000 Penalty: 6339.305664
	Iteration 60F: 3 clusters Score -4.600604e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 188789 members 
Entering Unmasked Estep 
Score: -46006168.000000 Penalty: 6339.305664
	Iteration 61Q: 3 clusters Score -4.600617e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 188053 members 
Entering Unmasked Estep 
Score: -46006284.000000 Penalty: 6339.305664
	Iteration 62Q: 3 clusters Score -4.600628e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 187297 members 
Entering Unmasked Estep 
Score: -46006444.000000 Penalty: 6339.305664
	Iteration 63Q: 3 clusters Score -4.600644e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 186547 members 
Entering Unmasked Estep 
Score: -46006336.000000 Penalty: 6339.305664
	Iteration 64Q: 3 clusters Score -4.600634e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 185819 members 
Entering Unmasked Estep 
Score: -46006476.000000 Penalty: 6339.305664
	Iteration 65Q: 3 clusters Score -4.600648e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -46006732.000000 Penalty: 6339.305664
	Iteration 66Q: 3 clusters Score -4.600673e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 184400 members 
Entering Unmasked Estep 
Score: -46006992.000000 Penalty: 6339.305664
	Iteration 67Q: 3 clusters Score -4.600699e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 183675 members 
Entering Unmasked Estep 
Score: -46007132.000000 Penalty: 6339.305664
	Iteration 68Q: 3 clusters Score -4.600713e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 182883 members 
Entering Unmasked Estep 
Score: -46007124.000000 Penalty: 6339.305664
	Iteration 69Q: 3 clusters Score -4.600712e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 182064 members 
Entering Unmasked Estep 
Score: -46007472.000000 Penalty: 6339.305664
	Iteration 70Q: 3 clusters Score -4.600747e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174103 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -46007632.000000 Penalty: 6339.305664
	Iteration 71Q: 3 clusters Score -4.600763e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 180431 members 
Entering Unmasked Estep 
Score: -46007608.000000 Penalty: 6339.305664
	Iteration 72Q: 3 clusters Score -4.600761e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 179696 members 
Entering Unmasked Estep 
Score: -46007708.000000 Penalty: 6339.305664
	Iteration 73Q: 3 clusters Score -4.600771e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -46007768.000000 Penalty: 6339.305664
	Iteration 74Q: 3 clusters Score -4.600777e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 178334 members 
Entering Unmasked Estep 
Score: -46007872.000000 Penalty: 6339.305664
	Iteration 75Q: 3 clusters Score -4.600787e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177636 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -46008164.000000 Penalty: 6339.305664
	Iteration 76Q: 3 clusters Score -4.600816e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -46008416.000000 Penalty: 6339.305664
	Iteration 77Q: 3 clusters Score -4.600842e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -46008704.000000 Penalty: 6339.305664
	Iteration 78Q: 3 clusters Score -4.60087e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -46008996.000000 Penalty: 6339.305664
	Iteration 79Q: 3 clusters Score -4.6009e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 175895 members 
Entering Unmasked Estep 
Score: -46009204.000000 Penalty: 6339.305664
	Iteration 80F: 3 clusters Score -4.60092e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -46009388.000000 Penalty: 6339.305664
	Iteration 81Q: 3 clusters Score -4.600939e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180138 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -46009336.000000 Penalty: 6339.305664
	Iteration 82Q: 3 clusters Score -4.600934e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 174827 members 
Entering Unmasked Estep 
Score: -46009324.000000 Penalty: 6339.305664
	Iteration 83Q: 3 clusters Score -4.600932e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -46009452.000000 Penalty: 6339.305664
	Iteration 84Q: 3 clusters Score -4.600945e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181302 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -46009716.000000 Penalty: 6339.305664
	Iteration 85Q: 3 clusters Score -4.600972e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -46009776.000000 Penalty: 6339.305664
	Iteration 86Q: 3 clusters Score -4.600978e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 173415 members 
Entering Unmasked Estep 
Score: -46009768.000000 Penalty: 6339.305664
	Iteration 87Q: 3 clusters Score -4.600977e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -46009936.000000 Penalty: 6339.305664
	Iteration 88Q: 3 clusters Score -4.600994e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182407 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -46010144.000000 Penalty: 6339.305664
	Iteration 89Q: 3 clusters Score -4.601014e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -46010140.000000 Penalty: 6339.305664
	Iteration 90Q: 3 clusters Score -4.601014e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -46010212.000000 Penalty: 6339.305664
	Iteration 91Q: 3 clusters Score -4.601021e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182517 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -46010104.000000 Penalty: 6339.305664
	Iteration 92Q: 3 clusters Score -4.60101e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182495 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -46010096.000000 Penalty: 6339.305664
	Iteration 93Q: 3 clusters Score -4.60101e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -46010324.000000 Penalty: 6339.305664
	Iteration 94Q: 3 clusters Score -4.601032e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182178 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -46010308.000000 Penalty: 6339.305664
	Iteration 95Q: 3 clusters Score -4.601031e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -46010660.000000 Penalty: 6339.305664
	Iteration 96Q: 3 clusters Score -4.601066e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181478 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -46010732.000000 Penalty: 6339.305664
	Iteration 97Q: 3 clusters Score -4.601073e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181013 members 
Mstep: Class 2 contains 174337 members 
Entering Unmasked Estep 
Score: -46010884.000000 Penalty: 6339.305664
	Iteration 98Q: 3 clusters Score -4.601088e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180421 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -46010916.000000 Penalty: 6339.305664
	Iteration 99Q: 3 clusters Score -4.601092e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179763 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -46010852.000000 Penalty: 6339.305664
	Iteration 100F: 3 clusters Score -4.601085e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 176337 members 
Entering Unmasked Estep 
Score: -46010976.000000 Penalty: 6339.305664
	Iteration 101Q: 3 clusters Score -4.601098e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 177159 members 
Entering Unmasked Estep 
Score: -46010880.000000 Penalty: 6339.305664
	Iteration 102Q: 3 clusters Score -4.601088e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -46010992.000000 Penalty: 6339.305664
	Iteration 103Q: 3 clusters Score -4.601099e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -46011224.000000 Penalty: 6339.305664
	Iteration 104Q: 3 clusters Score -4.601122e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 180167 members 
Entering Unmasked Estep 
Score: -46011388.000000 Penalty: 6339.305664
	Iteration 105Q: 3 clusters Score -4.601139e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174113 members 
Mstep: Class 2 contains 181237 members 
Entering Unmasked Estep 
Score: -46011456.000000 Penalty: 6339.305664
	Iteration 106Q: 3 clusters Score -4.601146e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 182364 members 
Entering Unmasked Estep 
Score: -46011616.000000 Penalty: 6339.305664
	Iteration 107Q: 3 clusters Score -4.601162e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -46011624.000000 Penalty: 6339.305664
	Iteration 108Q: 3 clusters Score -4.601162e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 184841 members 
Entering Unmasked Estep 
Score: -46011728.000000 Penalty: 6339.305664
	Iteration 109Q: 3 clusters Score -4.601173e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 186213 members 
Entering Unmasked Estep 
Score: -46011668.000000 Penalty: 6339.305664
	Iteration 110Q: 3 clusters Score -4.601167e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 187678 members 
Entering Unmasked Estep 
Score: -46011716.000000 Penalty: 6339.305664
	Iteration 111Q: 3 clusters Score -4.601172e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166188 members 
Mstep: Class 2 contains 189162 members 
Entering Unmasked Estep 
Score: -46011824.000000 Penalty: 6339.305664
	Iteration 112Q: 3 clusters Score -4.601182e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 190646 members 
Entering Unmasked Estep 
Score: -46011800.000000 Penalty: 6339.305664
	Iteration 113Q: 3 clusters Score -4.60118e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 192170 members 
Entering Unmasked Estep 
Score: -46011756.000000 Penalty: 6339.305664
	Iteration 114Q: 3 clusters Score -4.601176e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 193667 members 
Entering Unmasked Estep 
Score: -46011776.000000 Penalty: 6339.305664
	Iteration 115Q: 3 clusters Score -4.601178e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 195178 members 
Entering Unmasked Estep 
Score: -46011744.000000 Penalty: 6339.305664
	Iteration 116Q: 3 clusters Score -4.601174e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -46011800.000000 Penalty: 6339.305664
	Iteration 117Q: 3 clusters Score -4.60118e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 198078 members 
Entering Unmasked Estep 
Score: -46011808.000000 Penalty: 6339.305664
	Iteration 118Q: 3 clusters Score -4.601181e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 199436 members 
Entering Unmasked Estep 
Score: -46011768.000000 Penalty: 6339.305664
	Iteration 119Q: 3 clusters Score -4.601177e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 200755 members 
Entering Unmasked Estep 
Score: -46011732.000000 Penalty: 6339.305664
	Iteration 120F: 3 clusters Score -4.601173e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 202063 members 
Entering Unmasked Estep 
Score: -46011708.000000 Penalty: 6339.305664
	Iteration 121Q: 3 clusters Score -4.601171e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 203265 members 
Entering Unmasked Estep 
Score: -46011548.000000 Penalty: 6339.305664
	Iteration 122Q: 3 clusters Score -4.601155e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 204387 members 
Entering Unmasked Estep 
Score: -46011452.000000 Penalty: 6339.305664
	Iteration 123Q: 3 clusters Score -4.601145e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 205526 members 
Entering Unmasked Estep 
Score: -46011532.000000 Penalty: 6339.305664
	Iteration 124Q: 3 clusters Score -4.601153e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 206561 members 
Entering Unmasked Estep 
Score: -46011300.000000 Penalty: 6339.305664
	Iteration 125Q: 3 clusters Score -4.60113e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 207521 members 
Entering Unmasked Estep 
Score: -46011224.000000 Penalty: 6339.305664
	Iteration 126Q: 3 clusters Score -4.601122e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146982 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -46011096.000000 Penalty: 6339.305664
	Iteration 127Q: 3 clusters Score -4.60111e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 209136 members 
Entering Unmasked Estep 
Score: -46011040.000000 Penalty: 6339.305664
	Iteration 128Q: 3 clusters Score -4.601104e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145467 members 
Mstep: Class 2 contains 209883 members 
Entering Unmasked Estep 
Score: -46011136.000000 Penalty: 6339.305664
	Iteration 129Q: 3 clusters Score -4.601114e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144817 members 
Mstep: Class 2 contains 210533 members 
Entering Unmasked Estep 
Score: -46011152.000000 Penalty: 6339.305664
	Iteration 130Q: 3 clusters Score -4.601115e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144282 members 
Mstep: Class 2 contains 211068 members 
Entering Unmasked Estep 
Score: -46011048.000000 Penalty: 6339.305664
	Iteration 131Q: 3 clusters Score -4.601105e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -46010916.000000 Penalty: 6339.305664
	Iteration 132Q: 3 clusters Score -4.601092e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 212024 members 
Entering Unmasked Estep 
Score: -46010884.000000 Penalty: 6339.305664
	Iteration 133Q: 3 clusters Score -4.601088e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 212364 members 
Entering Unmasked Estep 
Score: -46010816.000000 Penalty: 6339.305664
	Iteration 134Q: 3 clusters Score -4.601082e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 212682 members 
Entering Unmasked Estep 
Score: -46010808.000000 Penalty: 6339.305664
	Iteration 135Q: 3 clusters Score -4.601081e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 212960 members 
Entering Unmasked Estep 
Score: -46010672.000000 Penalty: 6339.305664
	Iteration 136Q: 3 clusters Score -4.601067e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 213212 members 
Entering Unmasked Estep 
Score: -46010504.000000 Penalty: 6339.305664
	Iteration 137Q: 3 clusters Score -4.60105e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Mstep: Class 2 contains 213397 members 
Entering Unmasked Estep 
Score: -46010392.000000 Penalty: 6339.305664
	Iteration 138Q: 3 clusters Score -4.601039e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 213534 members 
Entering Unmasked Estep 
Score: -46010368.000000 Penalty: 6339.305664
	Iteration 139Q: 3 clusters Score -4.601037e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 213656 members 
Entering Unmasked Estep 
Score: -46010244.000000 Penalty: 6339.305664
	Iteration 140F: 3 clusters Score -4.601024e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 213693 members 
Entering Unmasked Estep 
Score: -46010184.000000 Penalty: 6339.305664
	Iteration 141Q: 3 clusters Score -4.601018e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 213679 members 
Entering Unmasked Estep 
Score: -46010080.000000 Penalty: 6339.305664
	Iteration 142Q: 3 clusters Score -4.601008e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -46009968.000000 Penalty: 6339.305664
	Iteration 143Q: 3 clusters Score -4.600997e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141794 members 
Mstep: Class 2 contains 213556 members 
Entering Unmasked Estep 
Score: -46010012.000000 Penalty: 6339.305664
	Iteration 144Q: 3 clusters Score -4.601001e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141908 members 
Mstep: Class 2 contains 213442 members 
Entering Unmasked Estep 
Score: -46009968.000000 Penalty: 6339.305664
	Iteration 145Q: 3 clusters Score -4.600997e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141997 members 
Mstep: Class 2 contains 213353 members 
Entering Unmasked Estep 
Score: -46009948.000000 Penalty: 6339.305664
	Iteration 146Q: 3 clusters Score -4.600995e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 213248 members 
Entering Unmasked Estep 
Score: -46009808.000000 Penalty: 6339.305664
	Iteration 147Q: 3 clusters Score -4.600981e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 213086 members 
Entering Unmasked Estep 
Score: -46009824.000000 Penalty: 6339.305664
	Iteration 148Q: 3 clusters Score -4.600982e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 212911 members 
Entering Unmasked Estep 
Score: -46009780.000000 Penalty: 6339.305664
	Iteration 149Q: 3 clusters Score -4.600978e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142627 members 
Mstep: Class 2 contains 212723 members 
Entering Unmasked Estep 
Score: -46009696.000000 Penalty: 6339.305664
	Iteration 150Q: 3 clusters Score -4.60097e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142901 members 
Mstep: Class 2 contains 212449 members 
Entering Unmasked Estep 
Score: -46009592.000000 Penalty: 6339.305664
	Iteration 151Q: 3 clusters Score -4.600959e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 212179 members 
Entering Unmasked Estep 
Score: -46009592.000000 Penalty: 6339.305664
	Iteration 152Q: 3 clusters Score -4.600959e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 211918 members 
Entering Unmasked Estep 
Score: -46009432.000000 Penalty: 6339.305664
	Iteration 153Q: 3 clusters Score -4.600943e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 211649 members 
Entering Unmasked Estep 
Score: -46009416.000000 Penalty: 6339.305664
	Iteration 154Q: 3 clusters Score -4.600942e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143977 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -46009456.000000 Penalty: 6339.305664
	Iteration 155Q: 3 clusters Score -4.600946e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 211106 members 
Entering Unmasked Estep 
Score: -46009404.000000 Penalty: 6339.305664
	Iteration 156Q: 3 clusters Score -4.60094e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144544 members 
Mstep: Class 2 contains 210806 members 
Entering Unmasked Estep 
Score: -46009336.000000 Penalty: 6339.305664
	Iteration 157Q: 3 clusters Score -4.600934e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 210522 members 
Entering Unmasked Estep 
Score: -46009296.000000 Penalty: 6339.305664
	Iteration 158Q: 3 clusters Score -4.60093e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 210279 members 
Entering Unmasked Estep 
Score: -46009324.000000 Penalty: 6339.305664
	Iteration 159Q: 3 clusters Score -4.600932e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145305 members 
Mstep: Class 2 contains 210045 members 
Entering Unmasked Estep 
Score: -46009352.000000 Penalty: 6339.305664
	Iteration 160F: 3 clusters Score -4.600935e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145550 members 
Mstep: Class 2 contains 209800 members 
Entering Unmasked Estep 
Score: -46009332.000000 Penalty: 6339.305664
	Iteration 161Q: 3 clusters Score -4.600933e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145782 members 
Mstep: Class 2 contains 209568 members 
Entering Unmasked Estep 
Score: -46009384.000000 Penalty: 6339.305664
	Iteration 162Q: 3 clusters Score -4.600938e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 209336 members 
Entering Unmasked Estep 
Score: -46009360.000000 Penalty: 6339.305664
	Iteration 163Q: 3 clusters Score -4.600936e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146249 members 
Mstep: Class 2 contains 209101 members 
Entering Unmasked Estep 
Score: -46009392.000000 Penalty: 6339.305664
	Iteration 164Q: 3 clusters Score -4.600939e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 208862 members 
Entering Unmasked Estep 
Score: -46009320.000000 Penalty: 6339.305664
	Iteration 165Q: 3 clusters Score -4.600932e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 208669 members 
Entering Unmasked Estep 
Score: -46009256.000000 Penalty: 6339.305664
	Iteration 166Q: 3 clusters Score -4.600926e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146856 members 
Mstep: Class 2 contains 208494 members 
Entering Unmasked Estep 
Score: -46009300.000000 Penalty: 6339.305664
	Iteration 167Q: 3 clusters Score -4.60093e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 168Q: 3 clusters Score -4.600924e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 208154 members 
Entering Unmasked Estep 
Score: -46009240.000000 Penalty: 6339.305664
	Iteration 169Q: 3 clusters Score -4.600924e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147380 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 170Q: 3 clusters Score -4.600921e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 207798 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 171Q: 3 clusters Score -4.600915e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 207631 members 
Entering Unmasked Estep 
Score: -46009180.000000 Penalty: 6339.305664
	Iteration 172Q: 3 clusters Score -4.600918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 207482 members 
Entering Unmasked Estep 
Score: -46009204.000000 Penalty: 6339.305664
	Iteration 173Q: 3 clusters Score -4.60092e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 207349 members 
Entering Unmasked Estep 
Score: -46009180.000000 Penalty: 6339.305664
	Iteration 174Q: 3 clusters Score -4.600918e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 207199 members 
Entering Unmasked Estep 
Score: -46009172.000000 Penalty: 6339.305664
	Iteration 175Q: 3 clusters Score -4.600917e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 207046 members 
Entering Unmasked Estep 
Score: -46009168.000000 Penalty: 6339.305664
	Iteration 176Q: 3 clusters Score -4.600917e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 206916 members 
Entering Unmasked Estep 
Score: -46009132.000000 Penalty: 6339.305664
	Iteration 177Q: 3 clusters Score -4.600913e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 206788 members 
Entering Unmasked Estep 
Score: -46009132.000000 Penalty: 6339.305664
	Iteration 178Q: 3 clusters Score -4.600913e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -46009060.000000 Penalty: 6339.305664
	Iteration 179Q: 3 clusters Score -4.600906e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 206603 members 
Entering Unmasked Estep 
Score: -46009104.000000 Penalty: 6339.305664
	Iteration 180F: 3 clusters Score -4.60091e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -46009056.000000 Penalty: 6339.305664
	Iteration 181Q: 3 clusters Score -4.600906e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 206396 members 
Entering Unmasked Estep 
Score: -46009084.000000 Penalty: 6339.305664
	Iteration 182Q: 3 clusters Score -4.600908e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 206281 members 
Entering Unmasked Estep 
Score: -46009108.000000 Penalty: 6339.305664
	Iteration 183Q: 3 clusters Score -4.600911e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 184Q: 3 clusters Score -4.600912e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 206053 members 
Entering Unmasked Estep 
Score: -46009124.000000 Penalty: 6339.305664
	Iteration 185Q: 3 clusters Score -4.600912e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 205952 members 
Entering Unmasked Estep 
Score: -46009052.000000 Penalty: 6339.305664
	Iteration 186Q: 3 clusters Score -4.600905e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 205866 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 187Q: 3 clusters Score -4.600911e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 205775 members 
Entering Unmasked Estep 
Score: -46009052.000000 Penalty: 6339.305664
	Iteration 188Q: 3 clusters Score -4.600905e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 205679 members 
Entering Unmasked Estep 
Score: -46009140.000000 Penalty: 6339.305664
	Iteration 189Q: 3 clusters Score -4.600914e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 205575 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 190Q: 3 clusters Score -4.600914e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149891 members 
Mstep: Class 2 contains 205459 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 191Q: 3 clusters Score -4.600914e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 205348 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 192Q: 3 clusters Score -4.600912e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -46009116.000000 Penalty: 6339.305664
	Iteration 193Q: 3 clusters Score -4.600912e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 205165 members 
Entering Unmasked Estep 
Score: -46009116.000000 Penalty: 6339.305664
	Iteration 194Q: 3 clusters Score -4.600912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 205094 members 
Entering Unmasked Estep 
Score: -46009116.000000 Penalty: 6339.305664
	Iteration 195Q: 3 clusters Score -4.600912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 205041 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 196Q: 3 clusters Score -4.600915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -46009160.000000 Penalty: 6339.305664
	Iteration 197Q: 3 clusters Score -4.600916e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 204936 members 
Entering Unmasked Estep 
Score: -46009116.000000 Penalty: 6339.305664
	Iteration 198Q: 3 clusters Score -4.600912e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 204872 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 199Q: 3 clusters Score -4.600919e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 204821 members 
Entering Unmasked Estep 
Score: -46009184.000000 Penalty: 6339.305664
	Iteration 200F: 3 clusters Score -4.600918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Mstep: Class 2 contains 204781 members 
Entering Unmasked Estep 
Score: -46009180.000000 Penalty: 6339.305664
	Iteration 201Q: 3 clusters Score -4.600918e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 204725 members 
Entering Unmasked Estep 
Score: -46009216.000000 Penalty: 6339.305664
	Iteration 202Q: 3 clusters Score -4.600922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 204668 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 203Q: 3 clusters Score -4.600921e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 204608 members 
Entering Unmasked Estep 
Score: -46009216.000000 Penalty: 6339.305664
	Iteration 204Q: 3 clusters Score -4.600922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 204548 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 205Q: 3 clusters Score -4.600921e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150869 members 
Mstep: Class 2 contains 204481 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 206Q: 3 clusters Score -4.600924e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150926 members 
Mstep: Class 2 contains 204424 members 
Entering Unmasked Estep 
Score: -46009208.000000 Penalty: 6339.305664
	Iteration 207Q: 3 clusters Score -4.600921e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 204360 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 208Q: 3 clusters Score -4.600921e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 204297 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 209Q: 3 clusters Score -4.600914e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 204230 members 
Entering Unmasked Estep 
Score: -46009108.000000 Penalty: 6339.305664
	Iteration 210Q: 3 clusters Score -4.600911e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -46009172.000000 Penalty: 6339.305664
	Iteration 211Q: 3 clusters Score -4.600917e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 204116 members 
Entering Unmasked Estep 
Score: -46009140.000000 Penalty: 6339.305664
	Iteration 212Q: 3 clusters Score -4.600914e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 204040 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 213Q: 3 clusters Score -4.600911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 203969 members 
Entering Unmasked Estep 
Score: -46009088.000000 Penalty: 6339.305664
	Iteration 214Q: 3 clusters Score -4.600909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 203905 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 215Q: 3 clusters Score -4.600911e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 203829 members 
Entering Unmasked Estep 
Score: -46009076.000000 Penalty: 6339.305664
	Iteration 216Q: 3 clusters Score -4.600908e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 203758 members 
Entering Unmasked Estep 
Score: -46009104.000000 Penalty: 6339.305664
	Iteration 217Q: 3 clusters Score -4.60091e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 203683 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 218Q: 3 clusters Score -4.600912e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 203610 members 
Entering Unmasked Estep 
Score: -46009124.000000 Penalty: 6339.305664
	Iteration 219Q: 3 clusters Score -4.600912e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151810 members 
Mstep: Class 2 contains 203540 members 
Entering Unmasked Estep 
Score: -46009104.000000 Penalty: 6339.305664
	Iteration 220F: 3 clusters Score -4.60091e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 203463 members 
Entering Unmasked Estep 
Score: -46009076.000000 Penalty: 6339.305664
	Iteration 221Q: 3 clusters Score -4.600908e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 203394 members 
Entering Unmasked Estep 
Score: -46009052.000000 Penalty: 6339.305664
	Iteration 222Q: 3 clusters Score -4.600905e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 203331 members 
Entering Unmasked Estep 
Score: -46009096.000000 Penalty: 6339.305664
	Iteration 223Q: 3 clusters Score -4.60091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 203292 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 224Q: 3 clusters Score -4.600912e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 203261 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 225Q: 3 clusters Score -4.600911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 203237 members 
Entering Unmasked Estep 
Score: -46009148.000000 Penalty: 6339.305664
	Iteration 226Q: 3 clusters Score -4.600915e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 203198 members 
Entering Unmasked Estep 
Score: -46009140.000000 Penalty: 6339.305664
	Iteration 227Q: 3 clusters Score -4.600914e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 203160 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 228Q: 3 clusters Score -4.600919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 203138 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 229Q: 3 clusters Score -4.600914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 203120 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 230Q: 3 clusters Score -4.600915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 203106 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 231Q: 3 clusters Score -4.600914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152258 members 
Mstep: Class 2 contains 203092 members 
Entering Unmasked Estep 
Score: -46009128.000000 Penalty: 6339.305664
	Iteration 232Q: 3 clusters Score -4.600913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 203076 members 
Entering Unmasked Estep 
Score: -46009124.000000 Penalty: 6339.305664
	Iteration 233Q: 3 clusters Score -4.600912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 203065 members 
Entering Unmasked Estep 
Score: -46009116.000000 Penalty: 6339.305664
	Iteration 234Q: 3 clusters Score -4.600912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 203047 members 
Entering Unmasked Estep 
Score: -46009148.000000 Penalty: 6339.305664
	Iteration 235Q: 3 clusters Score -4.600915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 203027 members 
Entering Unmasked Estep 
Score: -46009132.000000 Penalty: 6339.305664
	Iteration 236Q: 3 clusters Score -4.600913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 203013 members 
Entering Unmasked Estep 
Score: -46009088.000000 Penalty: 6339.305664
	Iteration 237Q: 3 clusters Score -4.600909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 203000 members 
Entering Unmasked Estep 
Score: -46009100.000000 Penalty: 6339.305664
	Iteration 238Q: 3 clusters Score -4.60091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 202989 members 
Entering Unmasked Estep 
Score: -46009108.000000 Penalty: 6339.305664
	Iteration 239Q: 3 clusters Score -4.600911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152369 members 
Mstep: Class 2 contains 202981 members 
Entering Unmasked Estep 
Score: -46009100.000000 Penalty: 6339.305664
	Iteration 240F: 3 clusters Score -4.60091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 202970 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 241Q: 3 clusters Score -4.600911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152386 members 
Mstep: Class 2 contains 202964 members 
Entering Unmasked Estep 
Score: -46009096.000000 Penalty: 6339.305664
	Iteration 242Q: 3 clusters Score -4.60091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 202958 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 243Q: 3 clusters Score -4.600912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 202953 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 244Q: 3 clusters Score -4.600912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 202948 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 245Q: 3 clusters Score -4.600914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 202940 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 246Q: 3 clusters Score -4.600915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 202931 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 247Q: 3 clusters Score -4.600914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152429 members 
Mstep: Class 2 contains 202921 members 
Entering Unmasked Estep 
Score: -46009148.000000 Penalty: 6339.305664
	Iteration 248Q: 3 clusters Score -4.600915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 202910 members 
Entering Unmasked Estep 
Score: -46009148.000000 Penalty: 6339.305664
	Iteration 249Q: 3 clusters Score -4.600915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 202891 members 
Entering Unmasked Estep 
Score: -46009184.000000 Penalty: 6339.305664
	Iteration 250Q: 3 clusters Score -4.600918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 202868 members 
Entering Unmasked Estep 
Score: -46009184.000000 Penalty: 6339.305664
	Iteration 251Q: 3 clusters Score -4.600918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 202852 members 
Entering Unmasked Estep 
Score: -46009164.000000 Penalty: 6339.305664
	Iteration 252Q: 3 clusters Score -4.600916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 202841 members 
Entering Unmasked Estep 
Score: -46009140.000000 Penalty: 6339.305664
	Iteration 253Q: 3 clusters Score -4.600914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152513 members 
Mstep: Class 2 contains 202837 members 
Entering Unmasked Estep 
Score: -46009192.000000 Penalty: 6339.305664
	Iteration 254Q: 3 clusters Score -4.600919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 202836 members 
Entering Unmasked Estep 
Score: -46009200.000000 Penalty: 6339.305664
	Iteration 255Q: 3 clusters Score -4.60092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 202838 members 
Entering Unmasked Estep 
Score: -46009180.000000 Penalty: 6339.305664
	Iteration 256Q: 3 clusters Score -4.600918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 202841 members 
Entering Unmasked Estep 
Score: -46009168.000000 Penalty: 6339.305664
	Iteration 257Q: 3 clusters Score -4.600917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 202835 members 
Entering Unmasked Estep 
Score: -46009180.000000 Penalty: 6339.305664
	Iteration 258Q: 3 clusters Score -4.600918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 202827 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 259Q: 3 clusters Score -4.600915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 202818 members 
Entering Unmasked Estep 
Score: -46009148.000000 Penalty: 6339.305664
	Iteration 260F: 3 clusters Score -4.600915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 202810 members 
Entering Unmasked Estep 
Score: -46009160.000000 Penalty: 6339.305664
	Iteration 261Q: 3 clusters Score -4.600916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152543 members 
Mstep: Class 2 contains 202807 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 262Q: 3 clusters Score -4.600912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 202799 members 
Entering Unmasked Estep 
Score: -46009124.000000 Penalty: 6339.305664
	Iteration 263Q: 3 clusters Score -4.600912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 202796 members 
Entering Unmasked Estep 
Score: -46009112.000000 Penalty: 6339.305664
	Iteration 264Q: 3 clusters Score -4.600911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 202792 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 265Q: 3 clusters Score -4.600914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 202786 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 266Q: 3 clusters Score -4.600914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 202773 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 267Q: 3 clusters Score -4.600921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152581 members 
Mstep: Class 2 contains 202769 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 268Q: 3 clusters Score -4.600919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 202759 members 
Entering Unmasked Estep 
Score: -46009152.000000 Penalty: 6339.305664
	Iteration 269Q: 3 clusters Score -4.600915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 202748 members 
Entering Unmasked Estep 
Score: -46009132.000000 Penalty: 6339.305664
	Iteration 270Q: 3 clusters Score -4.600913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 202745 members 
Entering Unmasked Estep 
Score: -46009120.000000 Penalty: 6339.305664
	Iteration 271Q: 3 clusters Score -4.600912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 202744 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 272Q: 3 clusters Score -4.600914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 202736 members 
Entering Unmasked Estep 
Score: -46009080.000000 Penalty: 6339.305664
	Iteration 273Q: 3 clusters Score -4.600908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 202739 members 
Entering Unmasked Estep 
Score: -46009136.000000 Penalty: 6339.305664
	Iteration 274Q: 3 clusters Score -4.600914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 202741 members 
Entering Unmasked Estep 
Score: -46009104.000000 Penalty: 6339.305664
	Iteration 275Q: 3 clusters Score -4.60091e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 202735 members 
Entering Unmasked Estep 
Score: -46009092.000000 Penalty: 6339.305664
	Iteration 276Q: 3 clusters Score -4.600909e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 202724 members 
Entering Unmasked Estep 
Score: -46009056.000000 Penalty: 6339.305664
	Iteration 277Q: 3 clusters Score -4.600906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 202716 members 
Entering Unmasked Estep 
Score: -46009036.000000 Penalty: 6339.305664
	Iteration 278Q: 3 clusters Score -4.600904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 202705 members 
Entering Unmasked Estep 
Score: -46009056.000000 Penalty: 6339.305664
	Iteration 279Q: 3 clusters Score -4.600906e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 202689 members 
Entering Unmasked Estep 
Score: -46009056.000000 Penalty: 6339.305664
	Iteration 280F: 3 clusters Score -4.600906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 202666 members 
Entering Unmasked Estep 
Score: -46009024.000000 Penalty: 6339.305664
	Iteration 281Q: 3 clusters Score -4.600902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 202638 members 
Entering Unmasked Estep 
Score: -46009060.000000 Penalty: 6339.305664
	Iteration 282Q: 3 clusters Score -4.600906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 202613 members 
Entering Unmasked Estep 
Score: -46009028.000000 Penalty: 6339.305664
	Iteration 283Q: 3 clusters Score -4.600903e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152757 members 
Mstep: Class 2 contains 202593 members 
Entering Unmasked Estep 
Score: -46009008.000000 Penalty: 6339.305664
	Iteration 284Q: 3 clusters Score -4.600901e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 202580 members 
Entering Unmasked Estep 
Score: -46008972.000000 Penalty: 6339.305664
	Iteration 285Q: 3 clusters Score -4.600897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 202569 members 
Entering Unmasked Estep 
Score: -46008960.000000 Penalty: 6339.305664
	Iteration 286Q: 3 clusters Score -4.600896e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 202554 members 
Entering Unmasked Estep 
Score: -46008960.000000 Penalty: 6339.305664
	Iteration 287Q: 3 clusters Score -4.600896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 202535 members 
Entering Unmasked Estep 
Score: -46009012.000000 Penalty: 6339.305664
	Iteration 288Q: 3 clusters Score -4.600901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152821 members 
Mstep: Class 2 contains 202529 members 
Entering Unmasked Estep 
Score: -46009028.000000 Penalty: 6339.305664
	Iteration 289Q: 3 clusters Score -4.600903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 202507 members 
Entering Unmasked Estep 
Score: -46009088.000000 Penalty: 6339.305664
	Iteration 290Q: 3 clusters Score -4.600909e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 202475 members 
Entering Unmasked Estep 
Score: -46009040.000000 Penalty: 6339.305664
	Iteration 291Q: 3 clusters Score -4.600904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 202442 members 
Entering Unmasked Estep 
Score: -46009108.000000 Penalty: 6339.305664
	Iteration 292Q: 3 clusters Score -4.600911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 202401 members 
Entering Unmasked Estep 
Score: -46009144.000000 Penalty: 6339.305664
	Iteration 293Q: 3 clusters Score -4.600914e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 202355 members 
Entering Unmasked Estep 
Score: -46009140.000000 Penalty: 6339.305664
	Iteration 294Q: 3 clusters Score -4.600914e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153047 members 
Mstep: Class 2 contains 202303 members 
Entering Unmasked Estep 
Score: -46009156.000000 Penalty: 6339.305664
	Iteration 295Q: 3 clusters Score -4.600916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 202267 members 
Entering Unmasked Estep 
Score: -46009196.000000 Penalty: 6339.305664
	Iteration 296Q: 3 clusters Score -4.60092e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 202240 members 
Entering Unmasked Estep 
Score: -46009200.000000 Penalty: 6339.305664
	Iteration 297Q: 3 clusters Score -4.60092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 202210 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 298Q: 3 clusters Score -4.600922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 202174 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 299Q: 3 clusters Score -4.600924e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 202146 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 300F: 3 clusters Score -4.600922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153232 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 301Q: 3 clusters Score -4.600924e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 202095 members 
Entering Unmasked Estep 
Score: -46009208.000000 Penalty: 6339.305664
	Iteration 302Q: 3 clusters Score -4.600921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 202067 members 
Entering Unmasked Estep 
Score: -46009272.000000 Penalty: 6339.305664
	Iteration 303Q: 3 clusters Score -4.600927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 202051 members 
Entering Unmasked Estep 
Score: -46009276.000000 Penalty: 6339.305664
	Iteration 304Q: 3 clusters Score -4.600928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 202039 members 
Entering Unmasked Estep 
Score: -46009292.000000 Penalty: 6339.305664
	Iteration 305Q: 3 clusters Score -4.600929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 202028 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 306Q: 3 clusters Score -4.600926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 202015 members 
Entering Unmasked Estep 
Score: -46009268.000000 Penalty: 6339.305664
	Iteration 307Q: 3 clusters Score -4.600927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 201997 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 308Q: 3 clusters Score -4.600926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 201992 members 
Entering Unmasked Estep 
Score: -46009288.000000 Penalty: 6339.305664
	Iteration 309Q: 3 clusters Score -4.600929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 201984 members 
Entering Unmasked Estep 
Score: -46009312.000000 Penalty: 6339.305664
	Iteration 310Q: 3 clusters Score -4.600931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -46009284.000000 Penalty: 6339.305664
	Iteration 311Q: 3 clusters Score -4.600928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 201963 members 
Entering Unmasked Estep 
Score: -46009304.000000 Penalty: 6339.305664
	Iteration 312Q: 3 clusters Score -4.60093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 201944 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 313Q: 3 clusters Score -4.600926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 201923 members 
Entering Unmasked Estep 
Score: -46009320.000000 Penalty: 6339.305664
	Iteration 314Q: 3 clusters Score -4.600932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 201901 members 
Entering Unmasked Estep 
Score: -46009304.000000 Penalty: 6339.305664
	Iteration 315Q: 3 clusters Score -4.60093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 201876 members 
Entering Unmasked Estep 
Score: -46009280.000000 Penalty: 6339.305664
	Iteration 316Q: 3 clusters Score -4.600928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 201846 members 
Entering Unmasked Estep 
Score: -46009280.000000 Penalty: 6339.305664
	Iteration 317Q: 3 clusters Score -4.600928e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 201823 members 
Entering Unmasked Estep 
Score: -46009272.000000 Penalty: 6339.305664
	Iteration 318Q: 3 clusters Score -4.600927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 201795 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 319Q: 3 clusters Score -4.600923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 201769 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 320F: 3 clusters Score -4.600919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 201741 members 
Entering Unmasked Estep 
Score: -46009208.000000 Penalty: 6339.305664
	Iteration 321Q: 3 clusters Score -4.600921e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 201711 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -4.60092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 201683 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 323Q: 3 clusters Score -4.600921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 201657 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 324Q: 3 clusters Score -4.600921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 201622 members 
Entering Unmasked Estep 
Score: -46009204.000000 Penalty: 6339.305664
	Iteration 325Q: 3 clusters Score -4.60092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 201603 members 
Entering Unmasked Estep 
Score: -46009192.000000 Penalty: 6339.305664
	Iteration 326Q: 3 clusters Score -4.600919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153763 members 
Mstep: Class 2 contains 201587 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -4.600919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 201561 members 
Entering Unmasked Estep 
Score: -46009216.000000 Penalty: 6339.305664
	Iteration 328Q: 3 clusters Score -4.600922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 201544 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 329Q: 3 clusters Score -4.600922e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 201528 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -4.600923e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 201512 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -4.600922e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 201497 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -4.600922e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 201487 members 
Entering Unmasked Estep 
Score: -46009172.000000 Penalty: 6339.305664
	Iteration 333Q: 3 clusters Score -4.600917e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 201470 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -4.60092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 201458 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -4.60092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153912 members 
Mstep: Class 2 contains 201438 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -4.600922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 201420 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -4.600923e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 201400 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -4.600922e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 201391 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -4.600922e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -4.600923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 201374 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -4.600923e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 201356 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -4.600924e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154008 members 
Mstep: Class 2 contains 201342 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -4.600926e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 201333 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -4.600926e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -4.600926e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201324 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -4.600924e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 201314 members 
Entering Unmasked Estep 
Score: -46009288.000000 Penalty: 6339.305664
	Iteration 347Q: 3 clusters Score -4.600929e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 201308 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -4.60093e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 201294 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -4.600928e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 201283 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -4.600923e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154071 members 
Mstep: Class 2 contains 201279 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -4.600926e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 201270 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -4.600925e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 201254 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 353Q: 3 clusters Score -4.600923e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 201232 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -4.600928e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -4.600924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 201181 members 
Entering Unmasked Estep 
Score: -46009268.000000 Penalty: 6339.305664
	Iteration 356Q: 3 clusters Score -4.600927e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 201167 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -4.60093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 201153 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -4.600936e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 201123 members 
Entering Unmasked Estep 
Score: -46009384.000000 Penalty: 6339.305664
	Iteration 359Q: 3 clusters Score -4.600938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -46009368.000000 Penalty: 6339.305664
	Iteration 360F: 3 clusters Score -4.600937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 201088 members 
Entering Unmasked Estep 
Score: -46009356.000000 Penalty: 6339.305664
	Iteration 361Q: 3 clusters Score -4.600936e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154277 members 
Mstep: Class 2 contains 201073 members 
Entering Unmasked Estep 
Score: -46009308.000000 Penalty: 6339.305664
	Iteration 362Q: 3 clusters Score -4.600931e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 201058 members 
Entering Unmasked Estep 
Score: -46009292.000000 Penalty: 6339.305664
	Iteration 363Q: 3 clusters Score -4.600929e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 201042 members 
Entering Unmasked Estep 
Score: -46009280.000000 Penalty: 6339.305664
	Iteration 364Q: 3 clusters Score -4.600928e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 201029 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -4.600924e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 366Q: 3 clusters Score -4.600924e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 201027 members 
Entering Unmasked Estep 
Score: -46009248.000000 Penalty: 6339.305664
	Iteration 367Q: 3 clusters Score -4.600925e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 201024 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -4.600924e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 201012 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 369Q: 3 clusters Score -4.600924e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 201006 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -4.600922e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 201000 members 
Entering Unmasked Estep 
Score: -46009192.000000 Penalty: 6339.305664
	Iteration 371Q: 3 clusters Score -4.600919e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154352 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -46009208.000000 Penalty: 6339.305664
	Iteration 372Q: 3 clusters Score -4.600921e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 200991 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -4.60092e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 374Q: 3 clusters Score -4.600921e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154361 members 
Mstep: Class 2 contains 200989 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -4.600922e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 200984 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -4.600925e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154371 members 
Mstep: Class 2 contains 200979 members 
Entering Unmasked Estep 
Score: -46009256.000000 Penalty: 6339.305664
	Iteration 377Q: 3 clusters Score -4.600926e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -4.600926e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -4.600926e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154401 members 
Mstep: Class 2 contains 200949 members 
Entering Unmasked Estep 
Score: -46009276.000000 Penalty: 6339.305664
	Iteration 380F: 3 clusters Score -4.600928e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154409 members 
Mstep: Class 2 contains 200941 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -4.600924e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -4.600923e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -4.600924e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -4.600924e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 200934 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -4.600924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 200931 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -4.600924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154421 members 
Mstep: Class 2 contains 200929 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -4.600925e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -4.600923e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -4.600927e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -4.600926e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -4.600924e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -4.600924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 200924 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -4.600924e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 200919 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 394Q: 3 clusters Score -4.600923e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -4.600925e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 200902 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -4.600925e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154452 members 
Mstep: Class 2 contains 200898 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -4.600926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 200897 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -4.600924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 200893 members 
Entering Unmasked Estep 
Score: -46009232.000000 Penalty: 6339.305664
	Iteration 399Q: 3 clusters Score -4.600923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 400F: 3 clusters Score -4.600922e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 200873 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -4.600924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 200860 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 402Q: 3 clusters Score -4.600924e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 200848 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -4.600925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 200840 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 404Q: 3 clusters Score -4.600924e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154521 members 
Mstep: Class 2 contains 200829 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -4.600924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 200812 members 
Entering Unmasked Estep 
Score: -46009200.000000 Penalty: 6339.305664
	Iteration 406Q: 3 clusters Score -4.60092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 200800 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -4.60092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 200791 members 
Entering Unmasked Estep 
Score: -46009176.000000 Penalty: 6339.305664
	Iteration 408Q: 3 clusters Score -4.600918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -46009172.000000 Penalty: 6339.305664
	Iteration 409Q: 3 clusters Score -4.600917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 200776 members 
Entering Unmasked Estep 
Score: -46009196.000000 Penalty: 6339.305664
	Iteration 410Q: 3 clusters Score -4.60092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 200773 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 411Q: 3 clusters Score -4.600919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 200777 members 
Entering Unmasked Estep 
Score: -46009188.000000 Penalty: 6339.305664
	Iteration 412Q: 3 clusters Score -4.600919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -46009240.000000 Penalty: 6339.305664
	Iteration 413Q: 3 clusters Score -4.600924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -46009248.000000 Penalty: 6339.305664
	Iteration 414Q: 3 clusters Score -4.600925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 200778 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 415Q: 3 clusters Score -4.600924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -46009260.000000 Penalty: 6339.305664
	Iteration 416Q: 3 clusters Score -4.600926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -46009248.000000 Penalty: 6339.305664
	Iteration 417Q: 3 clusters Score -4.600925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 200785 members 
Entering Unmasked Estep 
Score: -46009252.000000 Penalty: 6339.305664
	Iteration 418Q: 3 clusters Score -4.600925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 200789 members 
Entering Unmasked Estep 
Score: -46009244.000000 Penalty: 6339.305664
	Iteration 419Q: 3 clusters Score -4.600924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 200787 members 
Entering Unmasked Estep 
Score: -46009252.000000 Penalty: 6339.305664
	Iteration 420F: 3 clusters Score -4.600925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 200786 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 421Q: 3 clusters Score -4.600922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -46009256.000000 Penalty: 6339.305664
	Iteration 422Q: 3 clusters Score -4.600926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 200777 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 423Q: 3 clusters Score -4.600926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 200773 members 
Entering Unmasked Estep 
Score: -46009260.000000 Penalty: 6339.305664
	Iteration 424Q: 3 clusters Score -4.600926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154582 members 
Mstep: Class 2 contains 200768 members 
Entering Unmasked Estep 
Score: -46009260.000000 Penalty: 6339.305664
	Iteration 425Q: 3 clusters Score -4.600926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -46009284.000000 Penalty: 6339.305664
	Iteration 426Q: 3 clusters Score -4.600928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 200761 members 
Entering Unmasked Estep 
Score: -46009276.000000 Penalty: 6339.305664
	Iteration 427Q: 3 clusters Score -4.600928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -46009268.000000 Penalty: 6339.305664
	Iteration 428Q: 3 clusters Score -4.600927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 200757 members 
Entering Unmasked Estep 
Score: -46009268.000000 Penalty: 6339.305664
	Iteration 429Q: 3 clusters Score -4.600927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 200757 members 
Entering Unmasked Estep 
Score: -46009232.000000 Penalty: 6339.305664
	Iteration 430Q: 3 clusters Score -4.600923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 200752 members 
Entering Unmasked Estep 
Score: -46009220.000000 Penalty: 6339.305664
	Iteration 431Q: 3 clusters Score -4.600922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 200744 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 432Q: 3 clusters Score -4.600923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 200737 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 433Q: 3 clusters Score -4.600923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 200734 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 434Q: 3 clusters Score -4.600924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 200731 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 435Q: 3 clusters Score -4.600926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 200728 members 
Entering Unmasked Estep 
Score: -46009236.000000 Penalty: 6339.305664
	Iteration 436Q: 3 clusters Score -4.600924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 200713 members 
Entering Unmasked Estep 
Score: -46009268.000000 Penalty: 6339.305664
	Iteration 437Q: 3 clusters Score -4.600927e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 200701 members 
Entering Unmasked Estep 
Score: -46009248.000000 Penalty: 6339.305664
	Iteration 438Q: 3 clusters Score -4.600925e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 200703 members 
Entering Unmasked Estep 
Score: -46009224.000000 Penalty: 6339.305664
	Iteration 439Q: 3 clusters Score -4.600922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 200710 members 
Entering Unmasked Estep 
Score: -46009212.000000 Penalty: 6339.305664
	Iteration 440F: 3 clusters Score -4.600921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 200721 members 
Entering Unmasked Estep 
Score: -46009240.000000 Penalty: 6339.305664
	Iteration 441Q: 3 clusters Score -4.600924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154633 members 
Mstep: Class 2 contains 200717 members 
Entering Unmasked Estep 
Score: -46009248.000000 Penalty: 6339.305664
	Iteration 442Q: 3 clusters Score -4.600925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 443Q: 3 clusters Score -4.600923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -46009232.000000 Penalty: 6339.305664
	Iteration 444Q: 3 clusters Score -4.600923e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 200710 members 
Entering Unmasked Estep 
Score: -46009228.000000 Penalty: 6339.305664
	Iteration 445Q: 3 clusters Score -4.600923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 200695 members 
Entering Unmasked Estep 
Score: -46009252.000000 Penalty: 6339.305664
	Iteration 446Q: 3 clusters Score -4.600925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 200687 members 
Entering Unmasked Estep 
Score: -46009232.000000 Penalty: 6339.305664
	Iteration 447Q: 3 clusters Score -4.600923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 200663 members 
Entering Unmasked Estep 
Score: -46009264.000000 Penalty: 6339.305664
	Iteration 448Q: 3 clusters Score -4.600926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 200636 members 
Entering Unmasked Estep 
Score: -46009276.000000 Penalty: 6339.305664
	Iteration 449Q: 3 clusters Score -4.600928e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 200602 members 
Entering Unmasked Estep 
Score: -46009260.000000 Penalty: 6339.305664
	Iteration 450Q: 3 clusters Score -4.600926e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 200576 members 
Entering Unmasked Estep 
Score: -46009240.000000 Penalty: 6339.305664
	Iteration 451Q: 3 clusters Score -4.600924e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 200560 members 
Entering Unmasked Estep 
Score: -46009204.000000 Penalty: 6339.305664
	Iteration 452Q: 3 clusters Score -4.60092e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 200541 members 
Entering Unmasked Estep 
Score: -46009252.000000 Penalty: 6339.305664
	Iteration 453Q: 3 clusters Score -4.600925e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 200516 members 
Entering Unmasked Estep 
Score: -46009292.000000 Penalty: 6339.305664
	Iteration 454Q: 3 clusters Score -4.600929e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 200495 members 
Entering Unmasked Estep 
Score: -46009380.000000 Penalty: 6339.305664
	Iteration 455Q: 3 clusters Score -4.600938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 200485 members 
Entering Unmasked Estep 
Score: -46009400.000000 Penalty: 6339.305664
	Iteration 456Q: 3 clusters Score -4.60094e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 200461 members 
Entering Unmasked Estep 
Score: -46009364.000000 Penalty: 6339.305664
	Iteration 457Q: 3 clusters Score -4.600936e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 200437 members 
Entering Unmasked Estep 
Score: -46009304.000000 Penalty: 6339.305664
	Iteration 458Q: 3 clusters Score -4.60093e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 200412 members 
Entering Unmasked Estep 
Score: -46009300.000000 Penalty: 6339.305664
	Iteration 459Q: 3 clusters Score -4.60093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 200383 members 
Entering Unmasked Estep 
Score: -46009312.000000 Penalty: 6339.305664
	Iteration 460F: 3 clusters Score -4.600931e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 200361 members 
Entering Unmasked Estep 
Score: -46009356.000000 Penalty: 6339.305664
	Iteration 461Q: 3 clusters Score -4.600936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 200341 members 
Entering Unmasked Estep 
Score: -46009336.000000 Penalty: 6339.305664
	Iteration 462Q: 3 clusters Score -4.600934e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 200328 members 
Entering Unmasked Estep 
Score: -46009352.000000 Penalty: 6339.305664
	Iteration 463Q: 3 clusters Score -4.600935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155039 members 
Mstep: Class 2 contains 200311 members 
Entering Unmasked Estep 
Score: -46009364.000000 Penalty: 6339.305664
	Iteration 464Q: 3 clusters Score -4.600936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 200307 members 
Entering Unmasked Estep 
Score: -46009376.000000 Penalty: 6339.305664
	Iteration 465Q: 3 clusters Score -4.600938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 200303 members 
Entering Unmasked Estep 
Score: -46009400.000000 Penalty: 6339.305664
	Iteration 466Q: 3 clusters Score -4.60094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 200292 members 
Entering Unmasked Estep 
Score: -46009436.000000 Penalty: 6339.305664
	Iteration 467Q: 3 clusters Score -4.600944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155070 members 
Mstep: Class 2 contains 200280 members 
Entering Unmasked Estep 
Score: -46009424.000000 Penalty: 6339.305664
	Iteration 468Q: 3 clusters Score -4.600942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 200277 members 
Entering Unmasked Estep 
Score: -46009440.000000 Penalty: 6339.305664
	Iteration 469Q: 3 clusters Score -4.600944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 200272 members 
Entering Unmasked Estep 
Score: -46009444.000000 Penalty: 6339.305664
	Iteration 470Q: 3 clusters Score -4.600944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 200264 members 
Entering Unmasked Estep 
Score: -46009452.000000 Penalty: 6339.305664
	Iteration 471Q: 3 clusters Score -4.600945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
Score: -46009480.000000 Penalty: 6339.305664
	Iteration 472Q: 3 clusters Score -4.600948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 200253 members 
Entering Unmasked Estep 
Score: -46009468.000000 Penalty: 6339.305664
	Iteration 473Q: 3 clusters Score -4.600947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 200246 members 
Entering Unmasked Estep 
Score: -46009468.000000 Penalty: 6339.305664
	Iteration 474Q: 3 clusters Score -4.600947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 200233 members 
Entering Unmasked Estep 
Score: -46009456.000000 Penalty: 6339.305664
	Iteration 475Q: 3 clusters Score -4.600946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 200229 members 
Entering Unmasked Estep 
Score: -46009460.000000 Penalty: 6339.305664
	Iteration 476Q: 3 clusters Score -4.600946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 200223 members 
Entering Unmasked Estep 
Score: -46009456.000000 Penalty: 6339.305664
	Iteration 477Q: 3 clusters Score -4.600946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 200225 members 
Entering Unmasked Estep 
Score: -46009472.000000 Penalty: 6339.305664
	Iteration 478Q: 3 clusters Score -4.600947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 200223 members 
Entering Unmasked Estep 
Score: -46009448.000000 Penalty: 6339.305664
	Iteration 479Q: 3 clusters Score -4.600945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 200217 members 
Entering Unmasked Estep 
Score: -46009440.000000 Penalty: 6339.305664
	Iteration 480F: 3 clusters Score -4.600944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 200201 members 
Entering Unmasked Estep 
Score: -46009436.000000 Penalty: 6339.305664
	Iteration 481Q: 3 clusters Score -4.600944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 200190 members 
Entering Unmasked Estep 
Score: -46009444.000000 Penalty: 6339.305664
	Iteration 482Q: 3 clusters Score -4.600944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 200179 members 
Entering Unmasked Estep 
Score: -46009428.000000 Penalty: 6339.305664
	Iteration 483Q: 3 clusters Score -4.600943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 200161 members 
Entering Unmasked Estep 
Score: -46009404.000000 Penalty: 6339.305664
	Iteration 484Q: 3 clusters Score -4.60094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -46009384.000000 Penalty: 6339.305664
	Iteration 485Q: 3 clusters Score -4.600938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 200117 members 
Entering Unmasked Estep 
Score: -46009420.000000 Penalty: 6339.305664
	Iteration 486Q: 3 clusters Score -4.600942e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155261 members 
Mstep: Class 2 contains 200089 members 
Entering Unmasked Estep 
Score: -46009404.000000 Penalty: 6339.305664
	Iteration 487Q: 3 clusters Score -4.60094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 200052 members 
Entering Unmasked Estep 
Score: -46009384.000000 Penalty: 6339.305664
	Iteration 488Q: 3 clusters Score -4.600938e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 200022 members 
Entering Unmasked Estep 
Score: -46009368.000000 Penalty: 6339.305664
	Iteration 489Q: 3 clusters Score -4.600937e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 200004 members 
Entering Unmasked Estep 
Score: -46009400.000000 Penalty: 6339.305664
	Iteration 490Q: 3 clusters Score -4.60094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 199981 members 
Entering Unmasked Estep 
Score: -46009360.000000 Penalty: 6339.305664
	Iteration 491Q: 3 clusters Score -4.600936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 199961 members 
Entering Unmasked Estep 
Score: -46009332.000000 Penalty: 6339.305664
	Iteration 492Q: 3 clusters Score -4.600933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 199944 members 
Entering Unmasked Estep 
Score: -46009356.000000 Penalty: 6339.305664
	Iteration 493Q: 3 clusters Score -4.600936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155423 members 
Mstep: Class 2 contains 199927 members 
Entering Unmasked Estep 
Score: -46009312.000000 Penalty: 6339.305664
	Iteration 494Q: 3 clusters Score -4.600931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 199919 members 
Entering Unmasked Estep 
Score: -46009320.000000 Penalty: 6339.305664
	Iteration 495Q: 3 clusters Score -4.600932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155437 members 
Mstep: Class 2 contains 199913 members 
Entering Unmasked Estep 
Score: -46009320.000000 Penalty: 6339.305664
	Iteration 496Q: 3 clusters Score -4.600932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155447 members 
Mstep: Class 2 contains 199903 members 
Entering Unmasked Estep 
Score: -46009316.000000 Penalty: 6339.305664
	Iteration 497Q: 3 clusters Score -4.600932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 199889 members 
Entering Unmasked Estep 
Score: -46009336.000000 Penalty: 6339.305664
	Iteration 498Q: 3 clusters Score -4.600934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 199893 members 
Entering Unmasked Estep 
Score: -46009364.000000 Penalty: 6339.305664
	Iteration 499Q: 3 clusters Score -4.600936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 199882 members 
Entering Unmasked Estep 
Score: -46009356.000000 Penalty: 6339.305664
	Iteration 500F: 3 clusters Score -4.600936e+07 nChanged 36
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (16400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Entering Unmasked Estep 
Score: -2062554.125000 Penalty: 2406.848877
	Iteration 0F: 2 clusters Score -2062554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2050867.250000 Penalty: 4813.697754
	Iteration 0F: 3 clusters Score -2050867 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2054728.125000 Penalty: 4813.697754
	Iteration 1F: 3 clusters Score -2054728 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2055121.750000 Penalty: 4813.697754
	Iteration 2F: 3 clusters Score -2055122 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2055447.875000 Penalty: 4813.697754
	Iteration 3F: 3 clusters Score -2055448 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2055775.375000 Penalty: 4813.697754
	Iteration 4Q: 3 clusters Score -2055775 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2056156.375000 Penalty: 4813.697754
	Iteration 5Q: 3 clusters Score -2056156 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2056569.750000 Penalty: 4813.697754
	Iteration 6Q: 3 clusters Score -2056570 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2057001.000000 Penalty: 4813.697754
	Iteration 7Q: 3 clusters Score -2057001 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2057478.750000 Penalty: 4813.697754
	Iteration 8Q: 3 clusters Score -2057479 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2057982.000000 Penalty: 4813.697754
	Iteration 9Q: 3 clusters Score -2057982 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2058511.250000 Penalty: 4813.697754
	Iteration 10Q: 3 clusters Score -2058511 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2058997.500000 Penalty: 4813.697754
	Iteration 11Q: 3 clusters Score -2058998 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2059379.125000 Penalty: 4813.697754
	Iteration 12Q: 3 clusters Score -2059379 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2059670.250000 Penalty: 4813.697754
	Iteration 13Q: 3 clusters Score -2059670 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2059912.875000 Penalty: 4813.697754
	Iteration 14Q: 3 clusters Score -2059913 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2060142.000000 Penalty: 4813.697754
	Iteration 15Q: 3 clusters Score -2060142 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2060284.375000 Penalty: 4813.697754
	Iteration 16Q: 3 clusters Score -2060284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2060374.375000 Penalty: 4813.697754
	Iteration 17Q: 3 clusters Score -2060374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2060475.125000 Penalty: 4813.697754
	Iteration 18Q: 3 clusters Score -2060475 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2060581.750000 Penalty: 4813.697754
	Iteration 19Q: 3 clusters Score -2060582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2060681.750000 Penalty: 4813.697754
	Iteration 20F: 3 clusters Score -2060682 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2060763.750000 Penalty: 4813.697754
	Iteration 21Q: 3 clusters Score -2060764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2060817.125000 Penalty: 4813.697754
	Iteration 22Q: 3 clusters Score -2060817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2060858.375000 Penalty: 4813.697754
	Iteration 23Q: 3 clusters Score -2060858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2060885.625000 Penalty: 4813.697754
	Iteration 24Q: 3 clusters Score -2060886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2060918.000000 Penalty: 4813.697754
	Iteration 25Q: 3 clusters Score -2060918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2060945.250000 Penalty: 4813.697754
	Iteration 26Q: 3 clusters Score -2060945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2060960.500000 Penalty: 4813.697754
	Iteration 27Q: 3 clusters Score -2060960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2060986.125000 Penalty: 4813.697754
	Iteration 28Q: 3 clusters Score -2060986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2061008.000000 Penalty: 4813.697754
	Iteration 29Q: 3 clusters Score -2061008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2061028.625000 Penalty: 4813.697754
	Iteration 30Q: 3 clusters Score -2061029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2061047.875000 Penalty: 4813.697754
	Iteration 31Q: 3 clusters Score -2061048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2061070.875000 Penalty: 4813.697754
	Iteration 32Q: 3 clusters Score -2061071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2061095.000000 Penalty: 4813.697754
	Iteration 33Q: 3 clusters Score -2061095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2061126.750000 Penalty: 4813.697754
	Iteration 34Q: 3 clusters Score -2061127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2061155.625000 Penalty: 4813.697754
	Iteration 35Q: 3 clusters Score -2061156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2061177.625000 Penalty: 4813.697754
	Iteration 36Q: 3 clusters Score -2061178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2061199.625000 Penalty: 4813.697754
	Iteration 37Q: 3 clusters Score -2061200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2061212.750000 Penalty: 4813.697754
	Iteration 38Q: 3 clusters Score -2061213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2061214.375000 Penalty: 4813.697754
	Iteration 39Q: 3 clusters Score -2061214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2061249.250000 Penalty: 4813.697754
	Iteration 40F: 3 clusters Score -2061249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2061259.500000 Penalty: 4813.697754
	Iteration 41Q: 3 clusters Score -2061260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2061276.000000 Penalty: 4813.697754
	Iteration 42Q: 3 clusters Score -2061276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2061291.500000 Penalty: 4813.697754
	Iteration 43Q: 3 clusters Score -2061292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2061312.000000 Penalty: 4813.697754
	Iteration 44Q: 3 clusters Score -2061312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2061318.000000 Penalty: 4813.697754
	Iteration 45Q: 3 clusters Score -2061318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2061334.000000 Penalty: 4813.697754
	Iteration 46Q: 3 clusters Score -2061334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2061343.000000 Penalty: 4813.697754
	Iteration 47Q: 3 clusters Score -2061343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2061358.875000 Penalty: 4813.697754
	Iteration 48Q: 3 clusters Score -2061359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2061365.500000 Penalty: 4813.697754
	Iteration 49Q: 3 clusters Score -2061366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2061377.375000 Penalty: 4813.697754
	Iteration 50Q: 3 clusters Score -2061377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2061387.750000 Penalty: 4813.697754
	Iteration 51Q: 3 clusters Score -2061388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2061396.625000 Penalty: 4813.697754
	Iteration 52Q: 3 clusters Score -2061397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2061401.750000 Penalty: 4813.697754
	Iteration 53Q: 3 clusters Score -2061402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2061406.000000 Penalty: 4813.697754
	Iteration 54Q: 3 clusters Score -2061406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2061408.625000 Penalty: 4813.697754
	Iteration 55Q: 3 clusters Score -2061409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2061422.625000 Penalty: 4813.697754
	Iteration 56Q: 3 clusters Score -2061423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2061427.875000 Penalty: 4813.697754
	Iteration 57Q: 3 clusters Score -2061428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2061437.750000 Penalty: 4813.697754
	Iteration 58Q: 3 clusters Score -2061438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2061444.500000 Penalty: 4813.697754
	Iteration 59Q: 3 clusters Score -2061444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2061451.750000 Penalty: 4813.697754
	Iteration 60F: 3 clusters Score -2061452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2061459.875000 Penalty: 4813.697754
	Iteration 61Q: 3 clusters Score -2061460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2061468.500000 Penalty: 4813.697754
	Iteration 62Q: 3 clusters Score -2061468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2061480.250000 Penalty: 4813.697754
	Iteration 63Q: 3 clusters Score -2061480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2061482.250000 Penalty: 4813.697754
	Iteration 64Q: 3 clusters Score -2061482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2061497.125000 Penalty: 4813.697754
	Iteration 65Q: 3 clusters Score -2061497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2061503.375000 Penalty: 4813.697754
	Iteration 66Q: 3 clusters Score -2061503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2061512.000000 Penalty: 4813.697754
	Iteration 67Q: 3 clusters Score -2061512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2061510.625000 Penalty: 4813.697754
	Iteration 68Q: 3 clusters Score -2061511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2061517.625000 Penalty: 4813.697754
	Iteration 69Q: 3 clusters Score -2061518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2061526.875000 Penalty: 4813.697754
	Iteration 70Q: 3 clusters Score -2061527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2061530.625000 Penalty: 4813.697754
	Iteration 71Q: 3 clusters Score -2061531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2061529.750000 Penalty: 4813.697754
	Iteration 72Q: 3 clusters Score -2061530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2061538.125000 Penalty: 4813.697754
	Iteration 73Q: 3 clusters Score -2061538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2061546.125000 Penalty: 4813.697754
	Iteration 74Q: 3 clusters Score -2061546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2061550.625000 Penalty: 4813.697754
	Iteration 75Q: 3 clusters Score -2061551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2061558.750000 Penalty: 4813.697754
	Iteration 76Q: 3 clusters Score -2061559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2061586.000000 Penalty: 4813.697754
	Iteration 77Q: 3 clusters Score -2061586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2061619.375000 Penalty: 4813.697754
	Iteration 78Q: 3 clusters Score -2061619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2061662.750000 Penalty: 4813.697754
	Iteration 79Q: 3 clusters Score -2061663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2061714.375000 Penalty: 4813.697754
	Iteration 80F: 3 clusters Score -2061714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2061774.375000 Penalty: 4813.697754
	Iteration 81Q: 3 clusters Score -2061774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2061821.375000 Penalty: 4813.697754
	Iteration 82Q: 3 clusters Score -2061821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2061861.000000 Penalty: 4813.697754
	Iteration 83Q: 3 clusters Score -2061861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2061892.625000 Penalty: 4813.697754
	Iteration 84Q: 3 clusters Score -2061893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2061923.000000 Penalty: 4813.697754
	Iteration 85Q: 3 clusters Score -2061923 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2061960.625000 Penalty: 4813.697754
	Iteration 86Q: 3 clusters Score -2061961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2062001.625000 Penalty: 4813.697754
	Iteration 87Q: 3 clusters Score -2062002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2062045.875000 Penalty: 4813.697754
	Iteration 88Q: 3 clusters Score -2062046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2062077.750000 Penalty: 4813.697754
	Iteration 89Q: 3 clusters Score -2062078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2062104.125000 Penalty: 4813.697754
	Iteration 90Q: 3 clusters Score -2062104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2062124.625000 Penalty: 4813.697754
	Iteration 91Q: 3 clusters Score -2062125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2062141.500000 Penalty: 4813.697754
	Iteration 92Q: 3 clusters Score -2062142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2062159.500000 Penalty: 4813.697754
	Iteration 93Q: 3 clusters Score -2062160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2062174.250000 Penalty: 4813.697754
	Iteration 94Q: 3 clusters Score -2062174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2062196.625000 Penalty: 4813.697754
	Iteration 95Q: 3 clusters Score -2062197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2062217.500000 Penalty: 4813.697754
	Iteration 96Q: 3 clusters Score -2062218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2062231.500000 Penalty: 4813.697754
	Iteration 97Q: 3 clusters Score -2062232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2062242.250000 Penalty: 4813.697754
	Iteration 98Q: 3 clusters Score -2062242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2062253.250000 Penalty: 4813.697754
	Iteration 99Q: 3 clusters Score -2062253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2062262.000000 Penalty: 4813.697754
	Iteration 100F: 3 clusters Score -2062262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2062273.875000 Penalty: 4813.697754
	Iteration 101Q: 3 clusters Score -2062274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2062277.375000 Penalty: 4813.697754
	Iteration 102Q: 3 clusters Score -2062277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2062285.750000 Penalty: 4813.697754
	Iteration 103Q: 3 clusters Score -2062286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2062292.750000 Penalty: 4813.697754
	Iteration 104Q: 3 clusters Score -2062293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2062294.750000 Penalty: 4813.697754
	Iteration 105Q: 3 clusters Score -2062295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2062298.625000 Penalty: 4813.697754
	Iteration 106Q: 3 clusters Score -2062299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2062296.625000 Penalty: 4813.697754
	Iteration 107Q: 3 clusters Score -2062297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2062303.375000 Penalty: 4813.697754
	Iteration 108Q: 3 clusters Score -2062303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2062303.625000 Penalty: 4813.697754
	Iteration 109Q: 3 clusters Score -2062304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2062302.375000 Penalty: 4813.697754
	Iteration 110Q: 3 clusters Score -2062302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2062306.500000 Penalty: 4813.697754
	Iteration 111Q: 3 clusters Score -2062306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2062309.625000 Penalty: 4813.697754
	Iteration 112Q: 3 clusters Score -2062310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2062311.875000 Penalty: 4813.697754
	Iteration 113Q: 3 clusters Score -2062312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2062313.125000 Penalty: 4813.697754
	Iteration 114Q: 3 clusters Score -2062313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2062312.000000 Penalty: 4813.697754
	Iteration 115Q: 3 clusters Score -2062312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2062319.375000 Penalty: 4813.697754
	Iteration 116Q: 3 clusters Score -2062319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2062318.875000 Penalty: 4813.697754
	Iteration 117Q: 3 clusters Score -2062319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2062316.625000 Penalty: 4813.697754
	Iteration 118Q: 3 clusters Score -2062317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2062317.125000 Penalty: 4813.697754
	Iteration 119Q: 3 clusters Score -2062317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2062317.250000 Penalty: 4813.697754
	Iteration 120F: 3 clusters Score -2062317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2062318.500000 Penalty: 4813.697754
	Iteration 121Q: 3 clusters Score -2062318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2062317.250000 Penalty: 4813.697754
	Iteration 122Q: 3 clusters Score -2062317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2062317.875000 Penalty: 4813.697754
	Iteration 123Q: 3 clusters Score -2062318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2062318.250000 Penalty: 4813.697754
	Iteration 124Q: 3 clusters Score -2062318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2062320.125000 Penalty: 4813.697754
	Iteration 125Q: 3 clusters Score -2062320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2062321.875000 Penalty: 4813.697754
	Iteration 126Q: 3 clusters Score -2062322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2062321.000000 Penalty: 4813.697754
	Iteration 127Q: 3 clusters Score -2062321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2062324.000000 Penalty: 4813.697754
	Iteration 128Q: 3 clusters Score -2062324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2062325.250000 Penalty: 4813.697754
	Iteration 129Q: 3 clusters Score -2062325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2062325.500000 Penalty: 4813.697754
	Iteration 130Q: 3 clusters Score -2062326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2062324.125000 Penalty: 4813.697754
	Iteration 131Q: 3 clusters Score -2062324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2062325.625000 Penalty: 4813.697754
	Iteration 132Q: 3 clusters Score -2062326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2062325.500000 Penalty: 4813.697754
	Iteration 133Q: 3 clusters Score -2062326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2062329.500000 Penalty: 4813.697754
	Iteration 134Q: 3 clusters Score -2062330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2062328.750000 Penalty: 4813.697754
	Iteration 135Q: 3 clusters Score -2062329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2062326.625000 Penalty: 4813.697754
	Iteration 136Q: 3 clusters Score -2062327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2062328.250000 Penalty: 4813.697754
	Iteration 137Q: 3 clusters Score -2062328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2062327.500000 Penalty: 4813.697754
	Iteration 138Q: 3 clusters Score -2062328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2062326.125000 Penalty: 4813.697754
	Iteration 139Q: 3 clusters Score -2062326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2062326.125000 Penalty: 4813.697754
	Iteration 140F: 3 clusters Score -2062326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -2787209.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -2787209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2770069.500000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -2770070 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2776430.500000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -2776430 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2777562.750000 Penalty: 5015.574219
	Iteration 2F: 3 clusters Score -2777563 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2778869.750000 Penalty: 5015.574219
	Iteration 3F: 3 clusters Score -2778870 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2780164.500000 Penalty: 5015.574219
	Iteration 4F: 3 clusters Score -2780164 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2781346.500000 Penalty: 5015.574219
	Iteration 5F: 3 clusters Score -2781346 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2782427.750000 Penalty: 5015.574219
	Iteration 6F: 3 clusters Score -2782428 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2783318.250000 Penalty: 5015.574219
	Iteration 7F: 3 clusters Score -2783318 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2784035.500000 Penalty: 5015.574219
	Iteration 8Q: 3 clusters Score -2784036 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2784523.000000 Penalty: 5015.574219
	Iteration 9Q: 3 clusters Score -2784523 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2784878.250000 Penalty: 5015.574219
	Iteration 10Q: 3 clusters Score -2784878 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2785121.500000 Penalty: 5015.574219
	Iteration 11Q: 3 clusters Score -2785122 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2785331.250000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -2785331 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2785491.250000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -2785491 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2785632.000000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -2785632 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2785756.250000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -2785756 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2785870.750000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -2785871 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2785942.750000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -2785943 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2786030.000000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -2786030 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2786102.250000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -2786102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2786227.500000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -2786228 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2786362.750000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -2786363 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2786536.250000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -2786536 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2786782.500000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -2786782 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2787106.750000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -2787107 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2787459.500000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -2787460 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2787727.750000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -2787728 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2787845.250000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -2787845 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2787889.750000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -2787890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2787901.750000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -2787902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2787917.000000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -2787917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2787925.500000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -2787926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2787939.500000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -2787940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2787937.750000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -2787938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2787945.500000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -2787946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2787944.000000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -2787944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2787948.500000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -2787948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2787947.250000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -2787947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2787954.750000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -2787955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2787947.500000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -2787948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2787946.000000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -2787946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2787948.000000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -2787948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2787948.000000 Penalty: 5015.574219
	Iteration 42F: 3 clusters Score -2787948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 18775 members 
Entering Unmasked Estep 
Score: -104907120.000000 Penalty: 91338.234375
Splitting cluster 14 changes total score from -104892104.000000 to -104907120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (46045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Entering Unmasked Estep 
Score: -5866619.500000 Penalty: 2662.868896
	Iteration 0F: 2 clusters Score -5866620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5835362.000000 Penalty: 5325.737793
	Iteration 0F: 3 clusters Score -5835362 nChanged 21284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5847066.500000 Penalty: 5325.737793
	Iteration 1F: 3 clusters Score -5847066 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5847564.000000 Penalty: 5325.737793
	Iteration 2Q: 3 clusters Score -5847564 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5848047.500000 Penalty: 5325.737793
	Iteration 3Q: 3 clusters Score -5848048 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5848508.500000 Penalty: 5325.737793
	Iteration 4Q: 3 clusters Score -5848508 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5849068.000000 Penalty: 5325.737793
	Iteration 5Q: 3 clusters Score -5849068 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5849944.000000 Penalty: 5325.737793
	Iteration 6Q: 3 clusters Score -5849944 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5851336.500000 Penalty: 5325.737793
	Iteration 7F: 3 clusters Score -5851336 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5853525.500000 Penalty: 5325.737793
	Iteration 8F: 3 clusters Score -5853526 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -5856493.500000 Penalty: 5325.737793
	Iteration 9F: 3 clusters Score -5856494 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -5859667.000000 Penalty: 5325.737793
	Iteration 10F: 3 clusters Score -5859667 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5862119.000000 Penalty: 5325.737793
	Iteration 11F: 3 clusters Score -5862119 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5863345.000000 Penalty: 5325.737793
	Iteration 12Q: 3 clusters Score -5863345 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5863832.500000 Penalty: 5325.737793
	Iteration 13Q: 3 clusters Score -5863832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5864086.000000 Penalty: 5325.737793
	Iteration 14Q: 3 clusters Score -5864086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5864185.000000 Penalty: 5325.737793
	Iteration 15Q: 3 clusters Score -5864185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5864228.500000 Penalty: 5325.737793
	Iteration 16Q: 3 clusters Score -5864228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5864256.000000 Penalty: 5325.737793
	Iteration 17Q: 3 clusters Score -5864256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5864278.000000 Penalty: 5325.737793
	Iteration 18Q: 3 clusters Score -5864278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5864291.500000 Penalty: 5325.737793
	Iteration 19Q: 3 clusters Score -5864292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5864301.500000 Penalty: 5325.737793
	Iteration 20F: 3 clusters Score -5864302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5864305.500000 Penalty: 5325.737793
	Iteration 21Q: 3 clusters Score -5864306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5864307.500000 Penalty: 5325.737793
	Iteration 22Q: 3 clusters Score -5864308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5864307.500000 Penalty: 5325.737793
	Iteration 23F: 3 clusters Score -5864308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Entering Unmasked Estep 
Score: -1425802.125000 Penalty: 2312.822998
	Iteration 0F: 2 clusters Score -1425802 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 5608 members 
Entering Unmasked Estep 
Score: -1417278.875000 Penalty: 4625.645996
	Iteration 0F: 3 clusters Score -1417279 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1419816.875000 Penalty: 4625.645996
	Iteration 1F: 3 clusters Score -1419817 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1420247.125000 Penalty: 4625.645996
	Iteration 2F: 3 clusters Score -1420247 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1420790.125000 Penalty: 4625.645996
	Iteration 3F: 3 clusters Score -1420790 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1421544.125000 Penalty: 4625.645996
	Iteration 4F: 3 clusters Score -1421544 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1422575.000000 Penalty: 4625.645996
	Iteration 5F: 3 clusters Score -1422575 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1423562.250000 Penalty: 4625.645996
	Iteration 6F: 3 clusters Score -1423562 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1424174.750000 Penalty: 4625.645996
	Iteration 7F: 3 clusters Score -1424175 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1424464.500000 Penalty: 4625.645996
	Iteration 8Q: 3 clusters Score -1424464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1424589.625000 Penalty: 4625.645996
	Iteration 9Q: 3 clusters Score -1424590 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1424656.000000 Penalty: 4625.645996
	Iteration 10Q: 3 clusters Score -1424656 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1424693.750000 Penalty: 4625.645996
	Iteration 11Q: 3 clusters Score -1424694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1424721.250000 Penalty: 4625.645996
	Iteration 12Q: 3 clusters Score -1424721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1424734.625000 Penalty: 4625.645996
	Iteration 13Q: 3 clusters Score -1424735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1424743.125000 Penalty: 4625.645996
	Iteration 14Q: 3 clusters Score -1424743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1424753.375000 Penalty: 4625.645996
	Iteration 15Q: 3 clusters Score -1424753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1424768.750000 Penalty: 4625.645996
	Iteration 16Q: 3 clusters Score -1424769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1424771.500000 Penalty: 4625.645996
	Iteration 17Q: 3 clusters Score -1424772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1424771.625000 Penalty: 4625.645996
	Iteration 18Q: 3 clusters Score -1424772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1424777.875000 Penalty: 4625.645996
	Iteration 19Q: 3 clusters Score -1424778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1424780.250000 Penalty: 4625.645996
	Iteration 20F: 3 clusters Score -1424780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1424784.250000 Penalty: 4625.645996
	Iteration 21Q: 3 clusters Score -1424784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1424782.500000 Penalty: 4625.645996
	Iteration 22Q: 3 clusters Score -1424782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1424786.875000 Penalty: 4625.645996
	Iteration 23Q: 3 clusters Score -1424787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1424790.875000 Penalty: 4625.645996
	Iteration 24Q: 3 clusters Score -1424791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1424790.125000 Penalty: 4625.645996
	Iteration 25Q: 3 clusters Score -1424790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1424787.250000 Penalty: 4625.645996
	Iteration 26Q: 3 clusters Score -1424787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1424792.750000 Penalty: 4625.645996
	Iteration 27Q: 3 clusters Score -1424793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1424792.625000 Penalty: 4625.645996
	Iteration 28Q: 3 clusters Score -1424793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1424791.125000 Penalty: 4625.645996
	Iteration 29Q: 3 clusters Score -1424791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1424791.625000 Penalty: 4625.645996
	Iteration 30Q: 3 clusters Score -1424792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1424791.375000 Penalty: 4625.645996
	Iteration 31Q: 3 clusters Score -1424791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1424798.375000 Penalty: 4625.645996
	Iteration 32Q: 3 clusters Score -1424798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1424801.500000 Penalty: 4625.645996
	Iteration 33Q: 3 clusters Score -1424802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1424805.000000 Penalty: 4625.645996
	Iteration 34Q: 3 clusters Score -1424805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1424804.875000 Penalty: 4625.645996
	Iteration 35Q: 3 clusters Score -1424805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1424804.375000 Penalty: 4625.645996
	Iteration 36Q: 3 clusters Score -1424804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1424804.125000 Penalty: 4625.645996
	Iteration 37Q: 3 clusters Score -1424804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1424801.875000 Penalty: 4625.645996
	Iteration 38Q: 3 clusters Score -1424802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1424805.125000 Penalty: 4625.645996
	Iteration 39Q: 3 clusters Score -1424805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1424804.375000 Penalty: 4625.645996
	Iteration 40F: 3 clusters Score -1424804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1424804.875000 Penalty: 4625.645996
	Iteration 41Q: 3 clusters Score -1424805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1424808.000000 Penalty: 4625.645996
	Iteration 42Q: 3 clusters Score -1424808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1424808.125000 Penalty: 4625.645996
	Iteration 43Q: 3 clusters Score -1424808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1424808.000000 Penalty: 4625.645996
	Iteration 44Q: 3 clusters Score -1424808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1424809.375000 Penalty: 4625.645996
	Iteration 45Q: 3 clusters Score -1424809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1424807.250000 Penalty: 4625.645996
	Iteration 46Q: 3 clusters Score -1424807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1424811.625000 Penalty: 4625.645996
	Iteration 47Q: 3 clusters Score -1424812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1424810.625000 Penalty: 4625.645996
	Iteration 48Q: 3 clusters Score -1424811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1424809.000000 Penalty: 4625.645996
	Iteration 49Q: 3 clusters Score -1424809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1424811.125000 Penalty: 4625.645996
	Iteration 50Q: 3 clusters Score -1424811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1424809.125000 Penalty: 4625.645996
	Iteration 51Q: 3 clusters Score -1424809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1424809.125000 Penalty: 4625.645996
	Iteration 52Q: 3 clusters Score -1424809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1424812.875000 Penalty: 4625.645996
	Iteration 53Q: 3 clusters Score -1424813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1424812.625000 Penalty: 4625.645996
	Iteration 54Q: 3 clusters Score -1424813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1424812.500000 Penalty: 4625.645996
	Iteration 55Q: 3 clusters Score -1424812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1424811.000000 Penalty: 4625.645996
	Iteration 56Q: 3 clusters Score -1424811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1424811.500000 Penalty: 4625.645996
	Iteration 57Q: 3 clusters Score -1424812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1424811.500000 Penalty: 4625.645996
	Iteration 58F: 3 clusters Score -1424812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Entering Unmasked Estep 
Score: -2298504.250000 Penalty: 2440.930664
	Iteration 0F: 2 clusters Score -2298504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2285224.500000 Penalty: 4881.861328
	Iteration 0F: 3 clusters Score -2285224 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2289618.750000 Penalty: 4881.861328
	Iteration 1F: 3 clusters Score -2289619 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2290386.500000 Penalty: 4881.861328
	Iteration 2F: 3 clusters Score -2290386 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2291569.750000 Penalty: 4881.861328
	Iteration 3F: 3 clusters Score -2291570 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2293371.250000 Penalty: 4881.861328
	Iteration 4F: 3 clusters Score -2293371 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2295430.500000 Penalty: 4881.861328
	Iteration 5F: 3 clusters Score -2295430 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2296986.000000 Penalty: 4881.861328
	Iteration 6F: 3 clusters Score -2296986 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2297839.750000 Penalty: 4881.861328
	Iteration 7F: 3 clusters Score -2297840 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2298271.750000 Penalty: 4881.861328
	Iteration 8Q: 3 clusters Score -2298272 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2298529.250000 Penalty: 4881.861328
	Iteration 9Q: 3 clusters Score -2298529 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2298743.500000 Penalty: 4881.861328
	Iteration 10Q: 3 clusters Score -2298744 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2298911.500000 Penalty: 4881.861328
	Iteration 11Q: 3 clusters Score -2298912 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2299016.000000 Penalty: 4881.861328
	Iteration 12Q: 3 clusters Score -2299016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2299091.250000 Penalty: 4881.861328
	Iteration 13Q: 3 clusters Score -2299091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2299125.000000 Penalty: 4881.861328
	Iteration 14Q: 3 clusters Score -2299125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2299162.250000 Penalty: 4881.861328
	Iteration 15Q: 3 clusters Score -2299162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2299179.250000 Penalty: 4881.861328
	Iteration 16Q: 3 clusters Score -2299179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2299196.000000 Penalty: 4881.861328
	Iteration 17Q: 3 clusters Score -2299196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2299196.500000 Penalty: 4881.861328
	Iteration 18Q: 3 clusters Score -2299196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2299200.250000 Penalty: 4881.861328
	Iteration 19Q: 3 clusters Score -2299200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2299201.000000 Penalty: 4881.861328
	Iteration 20F: 3 clusters Score -2299201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2299207.000000 Penalty: 4881.861328
	Iteration 21Q: 3 clusters Score -2299207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2299207.250000 Penalty: 4881.861328
	Iteration 22Q: 3 clusters Score -2299207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2299217.750000 Penalty: 4881.861328
	Iteration 23Q: 3 clusters Score -2299218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2299221.250000 Penalty: 4881.861328
	Iteration 24Q: 3 clusters Score -2299221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2299220.500000 Penalty: 4881.861328
	Iteration 25Q: 3 clusters Score -2299220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2299224.750000 Penalty: 4881.861328
	Iteration 26Q: 3 clusters Score -2299225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2299221.000000 Penalty: 4881.861328
	Iteration 27Q: 3 clusters Score -2299221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2299220.500000 Penalty: 4881.861328
	Iteration 28Q: 3 clusters Score -2299220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2299223.750000 Penalty: 4881.861328
	Iteration 29Q: 3 clusters Score -2299224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2299223.500000 Penalty: 4881.861328
	Iteration 30Q: 3 clusters Score -2299224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2299222.750000 Penalty: 4881.861328
	Iteration 31Q: 3 clusters Score -2299223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2299230.750000 Penalty: 4881.861328
	Iteration 32Q: 3 clusters Score -2299231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2299232.750000 Penalty: 4881.861328
	Iteration 33Q: 3 clusters Score -2299233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2299231.500000 Penalty: 4881.861328
	Iteration 34Q: 3 clusters Score -2299232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2299235.250000 Penalty: 4881.861328
	Iteration 35Q: 3 clusters Score -2299235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2299238.500000 Penalty: 4881.861328
	Iteration 36Q: 3 clusters Score -2299238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2299238.500000 Penalty: 4881.861328
	Iteration 37Q: 3 clusters Score -2299238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2299235.750000 Penalty: 4881.861328
	Iteration 38Q: 3 clusters Score -2299236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2299236.000000 Penalty: 4881.861328
	Iteration 39Q: 3 clusters Score -2299236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2299232.750000 Penalty: 4881.861328
	Iteration 40F: 3 clusters Score -2299233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2299237.500000 Penalty: 4881.861328
	Iteration 41Q: 3 clusters Score -2299238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2299239.750000 Penalty: 4881.861328
	Iteration 42Q: 3 clusters Score -2299240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2299241.500000 Penalty: 4881.861328
	Iteration 43Q: 3 clusters Score -2299242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2299240.500000 Penalty: 4881.861328
	Iteration 44Q: 3 clusters Score -2299240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2299240.250000 Penalty: 4881.861328
	Iteration 45Q: 3 clusters Score -2299240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2299242.250000 Penalty: 4881.861328
	Iteration 46Q: 3 clusters Score -2299242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2299239.250000 Penalty: 4881.861328
	Iteration 47Q: 3 clusters Score -2299239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2299239.250000 Penalty: 4881.861328
	Iteration 48F: 3 clusters Score -2299239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 18775 members 
Mstep: Class 28 contains 8428 members 
Entering Unmasked Estep 
Score: -104907144.000000 Penalty: 94721.132812
Splitting cluster 17 changes total score from -104892104.000000 to -104907144.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -524839.437500 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -524839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -520496.687500 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -520496.7 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -522461.281250 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -522461.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -523556.062500 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -523556.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -524566.750000 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -524566.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -525378.562500 Penalty: 4234.252441
	Iteration 4F: 3 clusters Score -525378.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -525741.562500 Penalty: 4234.252441
	Iteration 5F: 3 clusters Score -525741.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -525944.937500 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -525944.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -526071.687500 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -526071.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -526176.125000 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -526176.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -526234.875000 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -526234.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -526257.875000 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -526257.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -526271.062500 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -526271.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -526275.812500 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -526275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -526280.000000 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -526280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -526282.750000 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -526282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -526288.187500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -526288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -526290.375000 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -526290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -526293.625000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -526293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -526294.187500 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -526294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -526297.000000 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -526297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -526297.750000 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -526297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -526299.250000 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -526299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -526300.375000 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -526300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -526301.750000 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -526301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -526304.250000 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -526304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -526305.187500 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -526305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -526306.625000 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -526306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -526307.625000 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -526307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -526308.812500 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -526308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -526308.937500 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -526308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -526309.187500 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -526309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -526308.437500 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -526308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -526309.625000 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -526309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -526309.812500 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -526309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -526309.750000 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -526309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -526309.750000 Penalty: 4234.252441
	Iteration 35F: 3 clusters Score -526309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 44577 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 18775 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 1711 members 
Entering Unmasked Estep 
Score: -104907080.000000 Penalty: 98104.031250
Splitting cluster 18 changes total score from -104892104.000000 to -104907080.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (44577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Entering Unmasked Estep 
Score: -5341790.000000 Penalty: 2654.833252
	Iteration 0F: 2 clusters Score -5341790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5311823.000000 Penalty: 5309.666504
	Iteration 0F: 3 clusters Score -5311823 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5323323.500000 Penalty: 5309.666504
	Iteration 1F: 3 clusters Score -5323324 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5324353.500000 Penalty: 5309.666504
	Iteration 2Q: 3 clusters Score -5324354 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5325719.500000 Penalty: 5309.666504
	Iteration 3F: 3 clusters Score -5325720 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5327258.000000 Penalty: 5309.666504
	Iteration 4F: 3 clusters Score -5327258 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5328785.500000 Penalty: 5309.666504
	Iteration 5F: 3 clusters Score -5328786 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -5330503.000000 Penalty: 5309.666504
	Iteration 6F: 3 clusters Score -5330503 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5332310.000000 Penalty: 5309.666504
	Iteration 7F: 3 clusters Score -5332310 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -5334120.000000 Penalty: 5309.666504
	Iteration 8F: 3 clusters Score -5334120 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -5335900.500000 Penalty: 5309.666504
	Iteration 9F: 3 clusters Score -5335900 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -5337197.500000 Penalty: 5309.666504
	Iteration 10Q: 3 clusters Score -5337198 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5338247.000000 Penalty: 5309.666504
	Iteration 11Q: 3 clusters Score -5338247 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5339089.500000 Penalty: 5309.666504
	Iteration 12Q: 3 clusters Score -5339090 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5339652.500000 Penalty: 5309.666504
	Iteration 13Q: 3 clusters Score -5339652 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5340086.500000 Penalty: 5309.666504
	Iteration 14Q: 3 clusters Score -5340086 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -5340478.000000 Penalty: 5309.666504
	Iteration 15Q: 3 clusters Score -5340478 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5340746.000000 Penalty: 5309.666504
	Iteration 16Q: 3 clusters Score -5340746 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5340998.000000 Penalty: 5309.666504
	Iteration 17Q: 3 clusters Score -5340998 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5341172.000000 Penalty: 5309.666504
	Iteration 18Q: 3 clusters Score -5341172 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5341358.000000 Penalty: 5309.666504
	Iteration 19Q: 3 clusters Score -5341358 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5341544.000000 Penalty: 5309.666504
	Iteration 20F: 3 clusters Score -5341544 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5341722.500000 Penalty: 5309.666504
	Iteration 21Q: 3 clusters Score -5341722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5341873.500000 Penalty: 5309.666504
	Iteration 22Q: 3 clusters Score -5341874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5342019.000000 Penalty: 5309.666504
	Iteration 23Q: 3 clusters Score -5342019 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5342136.000000 Penalty: 5309.666504
	Iteration 24Q: 3 clusters Score -5342136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5342223.500000 Penalty: 5309.666504
	Iteration 25Q: 3 clusters Score -5342224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5342280.000000 Penalty: 5309.666504
	Iteration 26Q: 3 clusters Score -5342280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5342308.000000 Penalty: 5309.666504
	Iteration 27Q: 3 clusters Score -5342308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5342333.500000 Penalty: 5309.666504
	Iteration 28Q: 3 clusters Score -5342334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5342352.500000 Penalty: 5309.666504
	Iteration 29Q: 3 clusters Score -5342352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5342381.000000 Penalty: 5309.666504
	Iteration 30Q: 3 clusters Score -5342381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5342404.500000 Penalty: 5309.666504
	Iteration 31Q: 3 clusters Score -5342404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5342416.000000 Penalty: 5309.666504
	Iteration 32Q: 3 clusters Score -5342416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5342429.000000 Penalty: 5309.666504
	Iteration 33Q: 3 clusters Score -5342429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5342431.000000 Penalty: 5309.666504
	Iteration 34Q: 3 clusters Score -5342431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5342449.500000 Penalty: 5309.666504
	Iteration 35Q: 3 clusters Score -5342450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5342454.500000 Penalty: 5309.666504
	Iteration 36Q: 3 clusters Score -5342454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5342453.500000 Penalty: 5309.666504
	Iteration 37Q: 3 clusters Score -5342454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5342465.000000 Penalty: 5309.666504
	Iteration 38Q: 3 clusters Score -5342465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5342471.500000 Penalty: 5309.666504
	Iteration 39Q: 3 clusters Score -5342472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5342472.000000 Penalty: 5309.666504
	Iteration 40F: 3 clusters Score -5342472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5342474.000000 Penalty: 5309.666504
	Iteration 41Q: 3 clusters Score -5342474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5342476.500000 Penalty: 5309.666504
	Iteration 42Q: 3 clusters Score -5342476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5342476.500000 Penalty: 5309.666504
	Iteration 43F: 3 clusters Score -5342476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 42287 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 67104 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 18775 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 1711 members 
Mstep: Class 30 contains 2290 members 
Entering Unmasked Estep 
Score: -104907200.000000 Penalty: 101486.929688
Splitting cluster 19 changes total score from -104892104.000000 to -104907200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -493620.562500 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -493620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -489791.937500 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -489791.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -490803.343750 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -490803.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -491208.468750 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -491208.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -491650.937500 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -491650.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -492143.500000 Penalty: 4116.569336
	Iteration 4F: 3 clusters Score -492143.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -492610.031250 Penalty: 4116.569336
	Iteration 5F: 3 clusters Score -492610 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -492933.875000 Penalty: 4116.569336
	Iteration 6F: 3 clusters Score -492933.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -493144.031250 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -493144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -493241.687500 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -493241.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -493276.218750 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -493276.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -493289.562500 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -493289.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -493297.843750 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -493297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -493301.656250 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -493301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -493302.437500 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -493302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -493303.468750 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -493303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -493303.468750 Penalty: 4116.569336
	Iteration 15F: 3 clusters Score -493303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Entering Unmasked Estep 
Score: -8790452.000000 Penalty: 2756.271729
	Iteration 0F: 2 clusters Score -8790452 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 33388 members 
Entering Unmasked Estep 
Score: -8745518.000000 Penalty: 5512.543457
	Iteration 0F: 3 clusters Score -8745518 nChanged 31324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -8762957.000000 Penalty: 5512.543457
	Iteration 1F: 3 clusters Score -8762957 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -8763836.000000 Penalty: 5512.543457
	Iteration 2Q: 3 clusters Score -8763836 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -8764909.000000 Penalty: 5512.543457
	Iteration 3Q: 3 clusters Score -8764909 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -8766566.000000 Penalty: 5512.543457
	Iteration 4F: 3 clusters Score -8766566 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8769233.000000 Penalty: 5512.543457
	Iteration 5F: 3 clusters Score -8769233 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -8773276.000000 Penalty: 5512.543457
	Iteration 6F: 3 clusters Score -8773276 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -8778273.000000 Penalty: 5512.543457
	Iteration 7F: 3 clusters Score -8778273 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -8783066.000000 Penalty: 5512.543457
	Iteration 8F: 3 clusters Score -8783066 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8786875.000000 Penalty: 5512.543457
	Iteration 9Q: 3 clusters Score -8786875 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8789510.000000 Penalty: 5512.543457
	Iteration 10Q: 3 clusters Score -8789510 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -8790898.000000 Penalty: 5512.543457
	Iteration 11Q: 3 clusters Score -8790898 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -8791454.000000 Penalty: 5512.543457
	Iteration 12Q: 3 clusters Score -8791454 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8791792.000000 Penalty: 5512.543457
	Iteration 13Q: 3 clusters Score -8791792 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8792082.000000 Penalty: 5512.543457
	Iteration 14Q: 3 clusters Score -8792082 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8792331.000000 Penalty: 5512.543457
	Iteration 15Q: 3 clusters Score -8792331 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -8792461.000000 Penalty: 5512.543457
	Iteration 16Q: 3 clusters Score -8792461 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -8792531.000000 Penalty: 5512.543457
	Iteration 17Q: 3 clusters Score -8792531 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -8792636.000000 Penalty: 5512.543457
	Iteration 18Q: 3 clusters Score -8792636 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -8792678.000000 Penalty: 5512.543457
	Iteration 19Q: 3 clusters Score -8792678 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -8792703.000000 Penalty: 5512.543457
	Iteration 20F: 3 clusters Score -8792703 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -8792748.000000 Penalty: 5512.543457
	Iteration 21Q: 3 clusters Score -8792748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -8792790.000000 Penalty: 5512.543457
	Iteration 22Q: 3 clusters Score -8792790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8792815.000000 Penalty: 5512.543457
	Iteration 23Q: 3 clusters Score -8792815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8792805.000000 Penalty: 5512.543457
	Iteration 24Q: 3 clusters Score -8792805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -8792794.000000 Penalty: 5512.543457
	Iteration 25Q: 3 clusters Score -8792794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -8792812.000000 Penalty: 5512.543457
	Iteration 26Q: 3 clusters Score -8792812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -8792836.000000 Penalty: 5512.543457
	Iteration 27Q: 3 clusters Score -8792836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -8792850.000000 Penalty: 5512.543457
	Iteration 28Q: 3 clusters Score -8792850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -8792840.000000 Penalty: 5512.543457
	Iteration 29Q: 3 clusters Score -8792840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -8792862.000000 Penalty: 5512.543457
	Iteration 30Q: 3 clusters Score -8792862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8792868.000000 Penalty: 5512.543457
	Iteration 31Q: 3 clusters Score -8792868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -8792875.000000 Penalty: 5512.543457
	Iteration 32Q: 3 clusters Score -8792875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8792867.000000 Penalty: 5512.543457
	Iteration 33Q: 3 clusters Score -8792867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8792859.000000 Penalty: 5512.543457
	Iteration 34Q: 3 clusters Score -8792859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -8792864.000000 Penalty: 5512.543457
	Iteration 35Q: 3 clusters Score -8792864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -8792857.000000 Penalty: 5512.543457
	Iteration 36Q: 3 clusters Score -8792857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8792860.000000 Penalty: 5512.543457
	Iteration 37Q: 3 clusters Score -8792860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8792876.000000 Penalty: 5512.543457
	Iteration 38Q: 3 clusters Score -8792876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -8792882.000000 Penalty: 5512.543457
	Iteration 39Q: 3 clusters Score -8792882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -8792889.000000 Penalty: 5512.543457
	Iteration 40F: 3 clusters Score -8792889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -8792871.000000 Penalty: 5512.543457
	Iteration 41Q: 3 clusters Score -8792871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -8792872.000000 Penalty: 5512.543457
	Iteration 42Q: 3 clusters Score -8792872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -8792871.000000 Penalty: 5512.543457
	Iteration 43Q: 3 clusters Score -8792871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8792856.000000 Penalty: 5512.543457
	Iteration 44Q: 3 clusters Score -8792856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -8792864.000000 Penalty: 5512.543457
	Iteration 45Q: 3 clusters Score -8792864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -8792868.000000 Penalty: 5512.543457
	Iteration 46Q: 3 clusters Score -8792868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -8792868.000000 Penalty: 5512.543457
	Iteration 47Q: 3 clusters Score -8792868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8792869.000000 Penalty: 5512.543457
	Iteration 48Q: 3 clusters Score -8792869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -8792862.000000 Penalty: 5512.543457
	Iteration 49Q: 3 clusters Score -8792862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -8792860.000000 Penalty: 5512.543457
	Iteration 50Q: 3 clusters Score -8792860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -8792852.000000 Penalty: 5512.543457
	Iteration 51Q: 3 clusters Score -8792852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8792859.000000 Penalty: 5512.543457
	Iteration 52Q: 3 clusters Score -8792859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -8792855.000000 Penalty: 5512.543457
	Iteration 53Q: 3 clusters Score -8792855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -8792849.000000 Penalty: 5512.543457
	Iteration 54Q: 3 clusters Score -8792849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -8792858.000000 Penalty: 5512.543457
	Iteration 55Q: 3 clusters Score -8792858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -8792851.000000 Penalty: 5512.543457
	Iteration 56Q: 3 clusters Score -8792851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -8792857.000000 Penalty: 5512.543457
	Iteration 57Q: 3 clusters Score -8792857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8792854.000000 Penalty: 5512.543457
	Iteration 58Q: 3 clusters Score -8792854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -8792862.000000 Penalty: 5512.543457
	Iteration 59Q: 3 clusters Score -8792862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -8792863.000000 Penalty: 5512.543457
	Iteration 60F: 3 clusters Score -8792863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -8792873.000000 Penalty: 5512.543457
	Iteration 61Q: 3 clusters Score -8792873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -8792869.000000 Penalty: 5512.543457
	Iteration 62Q: 3 clusters Score -8792869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -8792860.000000 Penalty: 5512.543457
	Iteration 63Q: 3 clusters Score -8792860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8792858.000000 Penalty: 5512.543457
	Iteration 64Q: 3 clusters Score -8792858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -8792860.000000 Penalty: 5512.543457
	Iteration 65Q: 3 clusters Score -8792860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -8792864.000000 Penalty: 5512.543457
	Iteration 66Q: 3 clusters Score -8792864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8792869.000000 Penalty: 5512.543457
	Iteration 67Q: 3 clusters Score -8792869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8792867.000000 Penalty: 5512.543457
	Iteration 68Q: 3 clusters Score -8792867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8792867.000000 Penalty: 5512.543457
	Iteration 69F: 3 clusters Score -8792867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 42287 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 50476 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 48557 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 18775 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 1711 members 
Mstep: Class 30 contains 2290 members 
Mstep: Class 31 contains 16628 members 
Entering Unmasked Estep 
Score: -104908944.000000 Penalty: 104869.828125
Splitting cluster 22 changes total score from -104892104.000000 to -104908944.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (19194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Entering Unmasked Estep 
Score: -2416989.250000 Penalty: 2445.863525
	Iteration 0F: 2 clusters Score -2416989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2403673.500000 Penalty: 4891.727051
	Iteration 0F: 3 clusters Score -2403674 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2407979.750000 Penalty: 4891.727051
	Iteration 1F: 3 clusters Score -2407980 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2408385.750000 Penalty: 4891.727051
	Iteration 2F: 3 clusters Score -2408386 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2408705.000000 Penalty: 4891.727051
	Iteration 3Q: 3 clusters Score -2408705 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2408964.000000 Penalty: 4891.727051
	Iteration 4Q: 3 clusters Score -2408964 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2409196.000000 Penalty: 4891.727051
	Iteration 5Q: 3 clusters Score -2409196 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2409389.000000 Penalty: 4891.727051
	Iteration 6Q: 3 clusters Score -2409389 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2409592.000000 Penalty: 4891.727051
	Iteration 7Q: 3 clusters Score -2409592 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2409755.250000 Penalty: 4891.727051
	Iteration 8Q: 3 clusters Score -2409755 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2409902.250000 Penalty: 4891.727051
	Iteration 9Q: 3 clusters Score -2409902 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2410040.750000 Penalty: 4891.727051
	Iteration 10Q: 3 clusters Score -2410041 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2410181.250000 Penalty: 4891.727051
	Iteration 11Q: 3 clusters Score -2410181 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2410311.250000 Penalty: 4891.727051
	Iteration 12Q: 3 clusters Score -2410311 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2410412.250000 Penalty: 4891.727051
	Iteration 13Q: 3 clusters Score -2410412 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2410537.750000 Penalty: 4891.727051
	Iteration 14Q: 3 clusters Score -2410538 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2410652.750000 Penalty: 4891.727051
	Iteration 15Q: 3 clusters Score -2410653 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2410773.500000 Penalty: 4891.727051
	Iteration 16Q: 3 clusters Score -2410774 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2410875.500000 Penalty: 4891.727051
	Iteration 17Q: 3 clusters Score -2410876 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2411001.000000 Penalty: 4891.727051
	Iteration 18Q: 3 clusters Score -2411001 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2411127.750000 Penalty: 4891.727051
	Iteration 19Q: 3 clusters Score -2411128 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2411292.500000 Penalty: 4891.727051
	Iteration 20F: 3 clusters Score -2411292 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2411480.000000 Penalty: 4891.727051
	Iteration 21Q: 3 clusters Score -2411480 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2411707.250000 Penalty: 4891.727051
	Iteration 22Q: 3 clusters Score -2411707 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2412004.750000 Penalty: 4891.727051
	Iteration 23Q: 3 clusters Score -2412005 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2412354.250000 Penalty: 4891.727051
	Iteration 24Q: 3 clusters Score -2412354 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2412715.750000 Penalty: 4891.727051
	Iteration 25Q: 3 clusters Score -2412716 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2413069.750000 Penalty: 4891.727051
	Iteration 26Q: 3 clusters Score -2413070 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2413417.000000 Penalty: 4891.727051
	Iteration 27Q: 3 clusters Score -2413417 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2413724.000000 Penalty: 4891.727051
	Iteration 28Q: 3 clusters Score -2413724 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2413971.000000 Penalty: 4891.727051
	Iteration 29Q: 3 clusters Score -2413971 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2414189.500000 Penalty: 4891.727051
	Iteration 30Q: 3 clusters Score -2414190 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2414357.000000 Penalty: 4891.727051
	Iteration 31Q: 3 clusters Score -2414357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2414455.000000 Penalty: 4891.727051
	Iteration 32Q: 3 clusters Score -2414455 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2414535.250000 Penalty: 4891.727051
	Iteration 33Q: 3 clusters Score -2414535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2414583.000000 Penalty: 4891.727051
	Iteration 34Q: 3 clusters Score -2414583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2414626.750000 Penalty: 4891.727051
	Iteration 35Q: 3 clusters Score -2414627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2414676.500000 Penalty: 4891.727051
	Iteration 36Q: 3 clusters Score -2414676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2414711.500000 Penalty: 4891.727051
	Iteration 37Q: 3 clusters Score -2414712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2414753.000000 Penalty: 4891.727051
	Iteration 38Q: 3 clusters Score -2414753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2414781.000000 Penalty: 4891.727051
	Iteration 39Q: 3 clusters Score -2414781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2414819.500000 Penalty: 4891.727051
	Iteration 40F: 3 clusters Score -2414820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2414846.500000 Penalty: 4891.727051
	Iteration 41Q: 3 clusters Score -2414846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2414874.000000 Penalty: 4891.727051
	Iteration 42Q: 3 clusters Score -2414874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2414884.250000 Penalty: 4891.727051
	Iteration 43Q: 3 clusters Score -2414884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2414899.750000 Penalty: 4891.727051
	Iteration 44Q: 3 clusters Score -2414900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2414912.750000 Penalty: 4891.727051
	Iteration 45Q: 3 clusters Score -2414913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2414920.750000 Penalty: 4891.727051
	Iteration 46Q: 3 clusters Score -2414921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2414928.750000 Penalty: 4891.727051
	Iteration 47Q: 3 clusters Score -2414929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2414934.500000 Penalty: 4891.727051
	Iteration 48Q: 3 clusters Score -2414934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2414935.250000 Penalty: 4891.727051
	Iteration 49Q: 3 clusters Score -2414935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2414940.500000 Penalty: 4891.727051
	Iteration 50Q: 3 clusters Score -2414940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2414947.750000 Penalty: 4891.727051
	Iteration 51Q: 3 clusters Score -2414948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2414948.250000 Penalty: 4891.727051
	Iteration 52Q: 3 clusters Score -2414948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2414952.000000 Penalty: 4891.727051
	Iteration 53Q: 3 clusters Score -2414952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2414958.750000 Penalty: 4891.727051
	Iteration 54Q: 3 clusters Score -2414959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2414961.500000 Penalty: 4891.727051
	Iteration 55Q: 3 clusters Score -2414962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2414964.500000 Penalty: 4891.727051
	Iteration 56Q: 3 clusters Score -2414964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2414968.750000 Penalty: 4891.727051
	Iteration 57Q: 3 clusters Score -2414969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2414971.500000 Penalty: 4891.727051
	Iteration 58Q: 3 clusters Score -2414972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2414976.750000 Penalty: 4891.727051
	Iteration 59Q: 3 clusters Score -2414977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2414978.000000 Penalty: 4891.727051
	Iteration 60F: 3 clusters Score -2414978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2414977.250000 Penalty: 4891.727051
	Iteration 61Q: 3 clusters Score -2414977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2414974.500000 Penalty: 4891.727051
	Iteration 62Q: 3 clusters Score -2414974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2414976.500000 Penalty: 4891.727051
	Iteration 63Q: 3 clusters Score -2414976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2414976.500000 Penalty: 4891.727051
	Iteration 64F: 3 clusters Score -2414976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 31268 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 355350 members 
Mstep: Class 13 contains 16400 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 42287 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 22 contains 50476 members 
Mstep: Class 23 contains 19194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2825.626221 but Gain 3382.898438
Score: -104919920.000000 Penalty: 101486.929688
Iteration 39Q: 31 clusters Score -1.049199e+08 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 62232 members 
Mstep: Class 6 contains 31029 members 
Mstep: Class 7 contains 10588 members 
Mstep: Class 8 contains 18244 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 14744 members 
Mstep: Class 12 contains 358988 members 
Mstep: Class 13 contains 16510 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 46054 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 43497 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 22 contains 50110 members 
Mstep: Class 23 contains 18687 members 
Mstep: Class 24 contains 45501 members 
Mstep: Class 25 contains 1297 members 
Mstep: Class 26 contains 4973 members 
Mstep: Class 27 contains 17896 members 
Mstep: Class 28 contains 8281 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 2286 members 
Mstep: Class 31 contains 15190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104927744.000000 Penalty: 101486.929688
Iteration 40F: 31 clusters Score -1.049277e+08 nChanged 16797
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 62263 members 
Mstep: Class 6 contains 30247 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 14780 members 
Mstep: Class 12 contains 358211 members 
Mstep: Class 13 contains 16125 members 
Mstep: Class 14 contains 6403 members 
Mstep: Class 15 contains 46166 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 44176 members 
Mstep: Class 20 contains 4118 members 
Mstep: Class 22 contains 49651 members 
Mstep: Class 23 contains 18036 members 
Mstep: Class 24 contains 45540 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 4971 members 
Mstep: Class 27 contains 18376 members 
Mstep: Class 28 contains 8395 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 2539 members 
Mstep: Class 31 contains 15955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104932616.000000 Penalty: 101486.929688
Iteration 41Q: 31 clusters Score -1.049326e+08 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 62140 members 
Mstep: Class 6 contains 29661 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 19088 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 14823 members 
Mstep: Class 12 contains 357942 members 
Mstep: Class 13 contains 15900 members 
Mstep: Class 14 contains 6473 members 
Mstep: Class 15 contains 46202 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 10744 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 44909 members 
Mstep: Class 20 contains 4150 members 
Mstep: Class 22 contains 49270 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 45464 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 18540 members 
Mstep: Class 28 contains 8448 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 16434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104934696.000000 Penalty: 101486.929688
Iteration 42Q: 31 clusters Score -1.049347e+08 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 5583 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 61943 members 
Mstep: Class 6 contains 29135 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 19370 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 357849 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 46209 members 
Mstep: Class 16 contains 10977 members 
Mstep: Class 17 contains 10770 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 45623 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 17257 members 
Mstep: Class 24 contains 45413 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 18580 members 
Mstep: Class 28 contains 8490 members 
Mstep: Class 29 contains 1439 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 16748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936448.000000 Penalty: 101486.929688
Iteration 43Q: 31 clusters Score -1.049364e+08 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 61760 members 
Mstep: Class 6 contains 28643 members 
Mstep: Class 7 contains 9925 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 14911 members 
Mstep: Class 12 contains 357863 members 
Mstep: Class 13 contains 15534 members 
Mstep: Class 14 contains 6591 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 10789 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 46341 members 
Mstep: Class 20 contains 4246 members 
Mstep: Class 22 contains 48859 members 
Mstep: Class 23 contains 16986 members 
Mstep: Class 24 contains 45313 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 18504 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 1407 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 16924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936992.000000 Penalty: 101486.929688
Iteration 44Q: 31 clusters Score -1.04937e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 5796 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 61597 members 
Mstep: Class 6 contains 28237 members 
Mstep: Class 7 contains 9855 members 
Mstep: Class 8 contains 19738 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 14955 members 
Mstep: Class 12 contains 357958 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 46184 members 
Mstep: Class 16 contains 10924 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 47024 members 
Mstep: Class 20 contains 4274 members 
Mstep: Class 22 contains 48738 members 
Mstep: Class 23 contains 16743 members 
Mstep: Class 24 contains 45214 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 18352 members 
Mstep: Class 28 contains 8570 members 
Mstep: Class 29 contains 1402 members 
Mstep: Class 30 contains 2996 members 
Mstep: Class 31 contains 17054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937704.000000 Penalty: 101486.929688
Iteration 45Q: 31 clusters Score -1.049377e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10895 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 4220 members 
Mstep: Class 5 contains 61434 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 19874 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7879 members 
Mstep: Class 11 contains 15002 members 
Mstep: Class 12 contains 358065 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 46165 members 
Mstep: Class 16 contains 10888 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 47666 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 22 contains 48645 members 
Mstep: Class 23 contains 16545 members 
Mstep: Class 24 contains 45087 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5218 members 
Mstep: Class 27 contains 18202 members 
Mstep: Class 28 contains 8600 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 17163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938200.000000 Penalty: 101486.929688
Iteration 46Q: 31 clusters Score -1.049382e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10791 members 
Mstep: Class 3 contains 5937 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 61287 members 
Mstep: Class 6 contains 27497 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 19981 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 7903 members 
Mstep: Class 11 contains 15037 members 
Mstep: Class 12 contains 358135 members 
Mstep: Class 13 contains 15135 members 
Mstep: Class 14 contains 6689 members 
Mstep: Class 15 contains 46138 members 
Mstep: Class 16 contains 10862 members 
Mstep: Class 17 contains 10868 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 48274 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 22 contains 48577 members 
Mstep: Class 23 contains 16387 members 
Mstep: Class 24 contains 44990 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 18032 members 
Mstep: Class 28 contains 8636 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 17242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938608.000000 Penalty: 101486.929688
Iteration 47Q: 31 clusters Score -1.049386e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 6008 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 61174 members 
Mstep: Class 6 contains 27175 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 20061 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 358191 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 6728 members 
Mstep: Class 15 contains 46100 members 
Mstep: Class 16 contains 10846 members 
Mstep: Class 17 contains 10899 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 48841 members 
Mstep: Class 20 contains 4405 members 
Mstep: Class 22 contains 48567 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 44892 members 
Mstep: Class 25 contains 1309 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 17863 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 17283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939000.000000 Penalty: 101486.929688
Iteration 48Q: 31 clusters Score -1.04939e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 61048 members 
Mstep: Class 6 contains 26886 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 8 contains 20125 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 358196 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 6757 members 
Mstep: Class 15 contains 46084 members 
Mstep: Class 16 contains 10856 members 
Mstep: Class 17 contains 10939 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 22 contains 48565 members 
Mstep: Class 23 contains 16166 members 
Mstep: Class 24 contains 44816 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 17712 members 
Mstep: Class 28 contains 8690 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939344.000000 Penalty: 101486.929688
Iteration 49Q: 31 clusters Score -1.049393e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 60922 members 
Mstep: Class 6 contains 26613 members 
Mstep: Class 7 contains 9668 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 358211 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 16 contains 10882 members 
Mstep: Class 17 contains 10951 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 49762 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 22 contains 48537 members 
Mstep: Class 23 contains 16102 members 
Mstep: Class 24 contains 44728 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5495 members 
Mstep: Class 27 contains 17578 members 
Mstep: Class 28 contains 8723 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 3211 members 
Mstep: Class 31 contains 17348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939880.000000 Penalty: 101486.929688
Iteration 50Q: 31 clusters Score -1.049399e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 60802 members 
Mstep: Class 6 contains 26378 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 20236 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 15118 members 
Mstep: Class 12 contains 358215 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 6775 members 
Mstep: Class 15 contains 46097 members 
Mstep: Class 16 contains 10887 members 
Mstep: Class 17 contains 10963 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 50187 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 22 contains 48511 members 
Mstep: Class 23 contains 16043 members 
Mstep: Class 24 contains 44657 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 17441 members 
Mstep: Class 28 contains 8745 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 17373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939912.000000 Penalty: 101486.929688
Iteration 51Q: 31 clusters Score -1.049399e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10435 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 60701 members 
Mstep: Class 6 contains 26138 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 20292 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 358183 members 
Mstep: Class 13 contains 14933 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 46097 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 10972 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 50610 members 
Mstep: Class 20 contains 4508 members 
Mstep: Class 22 contains 48489 members 
Mstep: Class 23 contains 15975 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5627 members 
Mstep: Class 27 contains 17317 members 
Mstep: Class 28 contains 8775 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 17397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939952.000000 Penalty: 101486.929688
Iteration 52Q: 31 clusters Score -1.0494e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 60613 members 
Mstep: Class 6 contains 25895 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 20327 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 358151 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 46119 members 
Mstep: Class 16 contains 10899 members 
Mstep: Class 17 contains 10982 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 51007 members 
Mstep: Class 20 contains 4522 members 
Mstep: Class 22 contains 48467 members 
Mstep: Class 23 contains 15916 members 
Mstep: Class 24 contains 44576 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5663 members 
Mstep: Class 27 contains 17222 members 
Mstep: Class 28 contains 8801 members 
Mstep: Class 29 contains 1322 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 17409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940112.000000 Penalty: 101486.929688
Iteration 53Q: 31 clusters Score -1.049401e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 60515 members 
Mstep: Class 6 contains 25677 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 8 contains 20359 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 15128 members 
Mstep: Class 12 contains 358126 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 46126 members 
Mstep: Class 16 contains 10918 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 51381 members 
Mstep: Class 20 contains 4540 members 
Mstep: Class 22 contains 48448 members 
Mstep: Class 23 contains 15870 members 
Mstep: Class 24 contains 44532 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5695 members 
Mstep: Class 27 contains 17118 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 1315 members 
Mstep: Class 30 contains 3317 members 
Mstep: Class 31 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940200.000000 Penalty: 101486.929688
Iteration 54Q: 31 clusters Score -1.049402e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 6320 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 60433 members 
Mstep: Class 6 contains 25488 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 20391 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 15138 members 
Mstep: Class 12 contains 358080 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 46120 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 10977 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 51707 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 22 contains 48437 members 
Mstep: Class 23 contains 15825 members 
Mstep: Class 24 contains 44495 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 17011 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 17424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940344.000000 Penalty: 101486.929688
Iteration 55Q: 31 clusters Score -1.049403e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 6347 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 60368 members 
Mstep: Class 6 contains 25277 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 20425 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 11 contains 15142 members 
Mstep: Class 12 contains 358039 members 
Mstep: Class 13 contains 14938 members 
Mstep: Class 14 contains 6809 members 
Mstep: Class 15 contains 46100 members 
Mstep: Class 16 contains 10983 members 
Mstep: Class 17 contains 10980 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 52015 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 22 contains 48437 members 
Mstep: Class 23 contains 15794 members 
Mstep: Class 24 contains 44461 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 16927 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 1304 members 
Mstep: Class 30 contains 3355 members 
Mstep: Class 31 contains 17430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940704.000000 Penalty: 101486.929688
Iteration 56Q: 31 clusters Score -1.049407e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10216 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 60321 members 
Mstep: Class 6 contains 25086 members 
Mstep: Class 7 contains 9495 members 
Mstep: Class 8 contains 20463 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7987 members 
Mstep: Class 11 contains 15148 members 
Mstep: Class 12 contains 357975 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 46087 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 10986 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 52310 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 22 contains 48434 members 
Mstep: Class 23 contains 15765 members 
Mstep: Class 24 contains 44427 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5779 members 
Mstep: Class 27 contains 16837 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 1295 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 17437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941040.000000 Penalty: 101486.929688
Iteration 57Q: 31 clusters Score -1.04941e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 60288 members 
Mstep: Class 6 contains 24923 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 20502 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7994 members 
Mstep: Class 11 contains 15161 members 
Mstep: Class 12 contains 357895 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 46084 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 10985 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 52592 members 
Mstep: Class 20 contains 4607 members 
Mstep: Class 22 contains 48429 members 
Mstep: Class 23 contains 15739 members 
Mstep: Class 24 contains 44395 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 16753 members 
Mstep: Class 28 contains 8986 members 
Mstep: Class 29 contains 1284 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 17445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941104.000000 Penalty: 101486.929688
Iteration 58Q: 31 clusters Score -1.049411e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10145 members 
Mstep: Class 3 contains 6427 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 60260 members 
Mstep: Class 6 contains 24761 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 20541 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 357838 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 46088 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 10973 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 52818 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 22 contains 48425 members 
Mstep: Class 23 contains 15710 members 
Mstep: Class 24 contains 44371 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 16692 members 
Mstep: Class 28 contains 9027 members 
Mstep: Class 29 contains 1274 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 17446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941224.000000 Penalty: 101486.929688
Iteration 59Q: 31 clusters Score -1.049412e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10101 members 
Mstep: Class 3 contains 6459 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 24634 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 20558 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 357828 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 46089 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 10957 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 52995 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 15688 members 
Mstep: Class 24 contains 44351 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 9069 members 
Mstep: Class 29 contains 1264 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 17442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941184.000000 Penalty: 101486.929688
Iteration 60F: 31 clusters Score -1.049412e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 6492 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 60176 members 
Mstep: Class 6 contains 24519 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 20577 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 357790 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 6853 members 
Mstep: Class 15 contains 46085 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 10934 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 53179 members 
Mstep: Class 20 contains 4613 members 
Mstep: Class 22 contains 48405 members 
Mstep: Class 23 contains 15666 members 
Mstep: Class 24 contains 44341 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5821 members 
Mstep: Class 27 contains 16580 members 
Mstep: Class 28 contains 9116 members 
Mstep: Class 29 contains 1274 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 17451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941528.000000 Penalty: 101486.929688
Iteration 61Q: 31 clusters Score -1.049415e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10033 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 60148 members 
Mstep: Class 6 contains 24387 members 
Mstep: Class 7 contains 9441 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 357759 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 6866 members 
Mstep: Class 15 contains 46079 members 
Mstep: Class 16 contains 11162 members 
Mstep: Class 17 contains 10889 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 53386 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 22 contains 48398 members 
Mstep: Class 23 contains 15638 members 
Mstep: Class 24 contains 44328 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 16525 members 
Mstep: Class 28 contains 9185 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 17449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 31 clusters Score -1.049417e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 60106 members 
Mstep: Class 6 contains 24251 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 15176 members 
Mstep: Class 12 contains 357731 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 6886 members 
Mstep: Class 15 contains 46070 members 
Mstep: Class 16 contains 11185 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 53604 members 
Mstep: Class 20 contains 4622 members 
Mstep: Class 22 contains 48393 members 
Mstep: Class 23 contains 15611 members 
Mstep: Class 24 contains 44306 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 1235 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 17448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941792.000000 Penalty: 101486.929688
Iteration 63Q: 31 clusters Score -1.049418e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 60074 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 20653 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8009 members 
Mstep: Class 11 contains 15177 members 
Mstep: Class 12 contains 357697 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 6917 members 
Mstep: Class 15 contains 46073 members 
Mstep: Class 16 contains 11214 members 
Mstep: Class 17 contains 10832 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 53788 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 22 contains 48389 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 44279 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5869 members 
Mstep: Class 27 contains 16442 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 1204 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 17450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942000.000000 Penalty: 101486.929688
Iteration 64Q: 31 clusters Score -1.04942e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 60047 members 
Mstep: Class 6 contains 24047 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 8 contains 20685 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 15182 members 
Mstep: Class 12 contains 357644 members 
Mstep: Class 13 contains 15023 members 
Mstep: Class 14 contains 6930 members 
Mstep: Class 15 contains 46057 members 
Mstep: Class 16 contains 11259 members 
Mstep: Class 17 contains 10805 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 53956 members 
Mstep: Class 20 contains 4625 members 
Mstep: Class 22 contains 48380 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 44256 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5879 members 
Mstep: Class 27 contains 16385 members 
Mstep: Class 28 contains 9352 members 
Mstep: Class 29 contains 1187 members 
Mstep: Class 30 contains 3397 members 
Mstep: Class 31 contains 17444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942120.000000 Penalty: 101486.929688
Iteration 65Q: 31 clusters Score -1.049421e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 60029 members 
Mstep: Class 6 contains 23965 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 20715 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8019 members 
Mstep: Class 11 contains 15184 members 
Mstep: Class 12 contains 357600 members 
Mstep: Class 13 contains 15037 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 46043 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 10788 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 54091 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 22 contains 48372 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 44233 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5870 members 
Mstep: Class 27 contains 16338 members 
Mstep: Class 28 contains 9408 members 
Mstep: Class 29 contains 1178 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942000.000000 Penalty: 101486.929688
Iteration 66Q: 31 clusters Score -1.04942e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9841 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 59995 members 
Mstep: Class 6 contains 23891 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 20748 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357552 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 46021 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 10776 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 54202 members 
Mstep: Class 20 contains 4650 members 
Mstep: Class 22 contains 48364 members 
Mstep: Class 23 contains 15522 members 
Mstep: Class 24 contains 44214 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5867 members 
Mstep: Class 27 contains 16313 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 1157 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 17449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942120.000000 Penalty: 101486.929688
Iteration 67Q: 31 clusters Score -1.049421e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 59980 members 
Mstep: Class 6 contains 23824 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 20776 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 357504 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 6972 members 
Mstep: Class 15 contains 46012 members 
Mstep: Class 16 contains 11376 members 
Mstep: Class 17 contains 10777 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 54298 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 15509 members 
Mstep: Class 24 contains 44191 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 16281 members 
Mstep: Class 28 contains 9506 members 
Mstep: Class 29 contains 1144 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 17451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942280.000000 Penalty: 101486.929688
Iteration 68Q: 31 clusters Score -1.049423e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 59963 members 
Mstep: Class 6 contains 23762 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 20794 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 15184 members 
Mstep: Class 12 contains 357468 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 45998 members 
Mstep: Class 16 contains 11394 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 54397 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 22 contains 48366 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 44169 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 16242 members 
Mstep: Class 28 contains 9551 members 
Mstep: Class 29 contains 1138 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 17459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942480.000000 Penalty: 101486.929688
Iteration 69Q: 31 clusters Score -1.049425e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 59934 members 
Mstep: Class 6 contains 23711 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 20807 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8060 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357450 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 45981 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 54502 members 
Mstep: Class 20 contains 4683 members 
Mstep: Class 22 contains 48359 members 
Mstep: Class 23 contains 15471 members 
Mstep: Class 24 contains 44137 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5842 members 
Mstep: Class 27 contains 16204 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 3416 members 
Mstep: Class 31 contains 17468 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.049427e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 6705 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 59910 members 
Mstep: Class 6 contains 23664 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 20827 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 15177 members 
Mstep: Class 12 contains 357436 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 45968 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 10757 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 54610 members 
Mstep: Class 20 contains 4689 members 
Mstep: Class 22 contains 48359 members 
Mstep: Class 23 contains 15458 members 
Mstep: Class 24 contains 44098 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5825 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 9620 members 
Mstep: Class 29 contains 1119 members 
Mstep: Class 30 contains 3418 members 
Mstep: Class 31 contains 17465 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.049426e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9667 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 59860 members 
Mstep: Class 6 contains 23624 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 20840 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 357442 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 7000 members 
Mstep: Class 15 contains 45959 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 54705 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 22 contains 48352 members 
Mstep: Class 23 contains 15443 members 
Mstep: Class 24 contains 44068 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5806 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 9651 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 17454 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -1.049426e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 6736 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 59812 members 
Mstep: Class 6 contains 23589 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 20854 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8089 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 357455 members 
Mstep: Class 13 contains 15091 members 
Mstep: Class 14 contains 7010 members 
Mstep: Class 15 contains 45941 members 
Mstep: Class 16 contains 11582 members 
Mstep: Class 17 contains 10754 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 54788 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 22 contains 48346 members 
Mstep: Class 23 contains 15429 members 
Mstep: Class 24 contains 44041 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 9678 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 3431 members 
Mstep: Class 31 contains 17447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942712.000000 Penalty: 101486.929688
Iteration 73Q: 31 clusters Score -1.049427e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 59784 members 
Mstep: Class 6 contains 23567 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 20865 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8095 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 357424 members 
Mstep: Class 13 contains 15092 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 45930 members 
Mstep: Class 16 contains 11620 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 54877 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 22 contains 48351 members 
Mstep: Class 23 contains 15421 members 
Mstep: Class 24 contains 44024 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5791 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 9693 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942488.000000 Penalty: 101486.929688
Iteration 74Q: 31 clusters Score -1.049425e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 6772 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 59765 members 
Mstep: Class 6 contains 23537 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 20872 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 357388 members 
Mstep: Class 13 contains 15097 members 
Mstep: Class 14 contains 7040 members 
Mstep: Class 15 contains 45922 members 
Mstep: Class 16 contains 11665 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 54934 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 22 contains 48363 members 
Mstep: Class 23 contains 15410 members 
Mstep: Class 24 contains 44003 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 9716 members 
Mstep: Class 29 contains 1087 members 
Mstep: Class 30 contains 3435 members 
Mstep: Class 31 contains 17437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942368.000000 Penalty: 101486.929688
Iteration 75Q: 31 clusters Score -1.049424e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 6783 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 59734 members 
Mstep: Class 6 contains 23519 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 20882 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 11 contains 15176 members 
Mstep: Class 12 contains 357334 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 15 contains 45916 members 
Mstep: Class 16 contains 11704 members 
Mstep: Class 17 contains 10737 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 55020 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 22 contains 48371 members 
Mstep: Class 23 contains 15408 members 
Mstep: Class 24 contains 43976 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 16001 members 
Mstep: Class 28 contains 9735 members 
Mstep: Class 29 contains 1081 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942464.000000 Penalty: 101486.929688
Iteration 76Q: 31 clusters Score -1.049425e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 6793 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 59706 members 
Mstep: Class 6 contains 23498 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 20893 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 15179 members 
Mstep: Class 12 contains 357314 members 
Mstep: Class 13 contains 15110 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 45908 members 
Mstep: Class 16 contains 11728 members 
Mstep: Class 17 contains 10731 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 55100 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 22 contains 48371 members 
Mstep: Class 23 contains 15400 members 
Mstep: Class 24 contains 43953 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 1077 members 
Mstep: Class 30 contains 3437 members 
Mstep: Class 31 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942616.000000 Penalty: 101486.929688
Iteration 77Q: 31 clusters Score -1.049426e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59669 members 
Mstep: Class 6 contains 23477 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 15179 members 
Mstep: Class 12 contains 357273 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 7051 members 
Mstep: Class 15 contains 45893 members 
Mstep: Class 16 contains 11762 members 
Mstep: Class 17 contains 10724 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 55187 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 22 contains 48376 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 43933 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 15939 members 
Mstep: Class 28 contains 9767 members 
Mstep: Class 29 contains 1073 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942808.000000 Penalty: 101486.929688
Iteration 78Q: 31 clusters Score -1.049428e+08 nChanged 477
Entering ConstructFrom: 
Score: -104942808.000000 Penalty: 101486.929688
Entering ConstructFrom: 
Trying to split cluster 1 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -844655.250000 Penalty: 2180.778320
	Iteration 0F: 2 clusters Score -844655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -839146.250000 Penalty: 4361.556641
	Iteration 0F: 3 clusters Score -839146.2 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -840580.437500 Penalty: 4361.556641
	Iteration 1F: 3 clusters Score -840580.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -840888.500000 Penalty: 4361.556641
	Iteration 2F: 3 clusters Score -840888.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -841131.500000 Penalty: 4361.556641
	Iteration 3F: 3 clusters Score -841131.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -841361.750000 Penalty: 4361.556641
	Iteration 4Q: 3 clusters Score -841361.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -841604.562500 Penalty: 4361.556641
	Iteration 5Q: 3 clusters Score -841604.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -841931.250000 Penalty: 4361.556641
	Iteration 6Q: 3 clusters Score -841931.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -842415.687500 Penalty: 4361.556641
	Iteration 7F: 3 clusters Score -842415.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -842817.250000 Penalty: 4361.556641
	Iteration 8F: 3 clusters Score -842817.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -843093.562500 Penalty: 4361.556641
	Iteration 9F: 3 clusters Score -843093.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -843321.437500 Penalty: 4361.556641
	Iteration 10Q: 3 clusters Score -843321.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -843495.000000 Penalty: 4361.556641
	Iteration 11Q: 3 clusters Score -843495 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -843629.562500 Penalty: 4361.556641
	Iteration 12Q: 3 clusters Score -843629.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -843768.812500 Penalty: 4361.556641
	Iteration 13Q: 3 clusters Score -843768.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -843888.875000 Penalty: 4361.556641
	Iteration 14Q: 3 clusters Score -843888.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -844061.062500 Penalty: 4361.556641
	Iteration 15Q: 3 clusters Score -844061.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -844276.187500 Penalty: 4361.556641
	Iteration 16Q: 3 clusters Score -844276.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -844407.562500 Penalty: 4361.556641
	Iteration 17Q: 3 clusters Score -844407.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -844485.187500 Penalty: 4361.556641
	Iteration 18Q: 3 clusters Score -844485.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -844518.500000 Penalty: 4361.556641
	Iteration 19Q: 3 clusters Score -844518.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -844530.812500 Penalty: 4361.556641
	Iteration 20F: 3 clusters Score -844530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -844538.250000 Penalty: 4361.556641
	Iteration 21Q: 3 clusters Score -844538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -844537.937500 Penalty: 4361.556641
	Iteration 22Q: 3 clusters Score -844537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -844539.437500 Penalty: 4361.556641
	Iteration 23Q: 3 clusters Score -844539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -844539.437500 Penalty: 4361.556641
	Iteration 24F: 3 clusters Score -844539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Entering Unmasked Estep 
Score: -1158150.875000 Penalty: 2271.652588
	Iteration 0F: 2 clusters Score -1158151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1150767.250000 Penalty: 4543.305176
	Iteration 0F: 3 clusters Score -1150767 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1152929.125000 Penalty: 4543.305176
	Iteration 1F: 3 clusters Score -1152929 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1153308.625000 Penalty: 4543.305176
	Iteration 2F: 3 clusters Score -1153309 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1153641.875000 Penalty: 4543.305176
	Iteration 3F: 3 clusters Score -1153642 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1153985.750000 Penalty: 4543.305176
	Iteration 4F: 3 clusters Score -1153986 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1154364.375000 Penalty: 4543.305176
	Iteration 5F: 3 clusters Score -1154364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1154740.375000 Penalty: 4543.305176
	Iteration 6F: 3 clusters Score -1154740 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1155061.625000 Penalty: 4543.305176
	Iteration 7F: 3 clusters Score -1155062 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1155315.750000 Penalty: 4543.305176
	Iteration 8Q: 3 clusters Score -1155316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1155505.625000 Penalty: 4543.305176
	Iteration 9Q: 3 clusters Score -1155506 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1155645.500000 Penalty: 4543.305176
	Iteration 10Q: 3 clusters Score -1155646 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1155753.125000 Penalty: 4543.305176
	Iteration 11Q: 3 clusters Score -1155753 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1155828.125000 Penalty: 4543.305176
	Iteration 12Q: 3 clusters Score -1155828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1155891.375000 Penalty: 4543.305176
	Iteration 13Q: 3 clusters Score -1155891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1155944.250000 Penalty: 4543.305176
	Iteration 14Q: 3 clusters Score -1155944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1155986.875000 Penalty: 4543.305176
	Iteration 15Q: 3 clusters Score -1155987 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1156020.750000 Penalty: 4543.305176
	Iteration 16Q: 3 clusters Score -1156021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1156044.750000 Penalty: 4543.305176
	Iteration 17Q: 3 clusters Score -1156045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1156061.875000 Penalty: 4543.305176
	Iteration 18Q: 3 clusters Score -1156062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1156073.875000 Penalty: 4543.305176
	Iteration 19Q: 3 clusters Score -1156074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1156085.875000 Penalty: 4543.305176
	Iteration 20F: 3 clusters Score -1156086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1156093.250000 Penalty: 4543.305176
	Iteration 21Q: 3 clusters Score -1156093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1156105.250000 Penalty: 4543.305176
	Iteration 22Q: 3 clusters Score -1156105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1156116.625000 Penalty: 4543.305176
	Iteration 23Q: 3 clusters Score -1156117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1156123.750000 Penalty: 4543.305176
	Iteration 24Q: 3 clusters Score -1156124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1156136.625000 Penalty: 4543.305176
	Iteration 25Q: 3 clusters Score -1156137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1156149.875000 Penalty: 4543.305176
	Iteration 26Q: 3 clusters Score -1156150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1156161.000000 Penalty: 4543.305176
	Iteration 27Q: 3 clusters Score -1156161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1156175.875000 Penalty: 4543.305176
	Iteration 28Q: 3 clusters Score -1156176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1156191.500000 Penalty: 4543.305176
	Iteration 29Q: 3 clusters Score -1156192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1156203.500000 Penalty: 4543.305176
	Iteration 30Q: 3 clusters Score -1156204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1156214.125000 Penalty: 4543.305176
	Iteration 31Q: 3 clusters Score -1156214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1156229.000000 Penalty: 4543.305176
	Iteration 32Q: 3 clusters Score -1156229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1156247.000000 Penalty: 4543.305176
	Iteration 33Q: 3 clusters Score -1156247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1156263.250000 Penalty: 4543.305176
	Iteration 34Q: 3 clusters Score -1156263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1156274.625000 Penalty: 4543.305176
	Iteration 35Q: 3 clusters Score -1156275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1156285.125000 Penalty: 4543.305176
	Iteration 36Q: 3 clusters Score -1156285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1156298.125000 Penalty: 4543.305176
	Iteration 37Q: 3 clusters Score -1156298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1156307.625000 Penalty: 4543.305176
	Iteration 38Q: 3 clusters Score -1156308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1156312.750000 Penalty: 4543.305176
	Iteration 39Q: 3 clusters Score -1156313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1156320.000000 Penalty: 4543.305176
	Iteration 40F: 3 clusters Score -1156320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1156324.375000 Penalty: 4543.305176
	Iteration 41Q: 3 clusters Score -1156324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1156330.000000 Penalty: 4543.305176
	Iteration 42Q: 3 clusters Score -1156330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1156338.250000 Penalty: 4543.305176
	Iteration 43Q: 3 clusters Score -1156338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1156343.250000 Penalty: 4543.305176
	Iteration 44Q: 3 clusters Score -1156343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1156351.000000 Penalty: 4543.305176
	Iteration 45Q: 3 clusters Score -1156351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1156361.125000 Penalty: 4543.305176
	Iteration 46Q: 3 clusters Score -1156361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1156365.500000 Penalty: 4543.305176
	Iteration 47Q: 3 clusters Score -1156366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1156370.750000 Penalty: 4543.305176
	Iteration 48Q: 3 clusters Score -1156371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1156373.250000 Penalty: 4543.305176
	Iteration 49Q: 3 clusters Score -1156373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1156380.625000 Penalty: 4543.305176
	Iteration 50Q: 3 clusters Score -1156381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1156385.375000 Penalty: 4543.305176
	Iteration 51Q: 3 clusters Score -1156385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1156386.125000 Penalty: 4543.305176
	Iteration 52Q: 3 clusters Score -1156386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1156390.375000 Penalty: 4543.305176
	Iteration 53Q: 3 clusters Score -1156390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1156389.750000 Penalty: 4543.305176
	Iteration 54Q: 3 clusters Score -1156390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1156390.875000 Penalty: 4543.305176
	Iteration 55Q: 3 clusters Score -1156391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1156390.125000 Penalty: 4543.305176
	Iteration 56Q: 3 clusters Score -1156390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1156393.000000 Penalty: 4543.305176
	Iteration 57Q: 3 clusters Score -1156393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1156394.625000 Penalty: 4543.305176
	Iteration 58Q: 3 clusters Score -1156395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1156397.500000 Penalty: 4543.305176
	Iteration 59Q: 3 clusters Score -1156398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1156398.500000 Penalty: 4543.305176
	Iteration 60F: 3 clusters Score -1156398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1156403.125000 Penalty: 4543.305176
	Iteration 61Q: 3 clusters Score -1156403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1156402.375000 Penalty: 4543.305176
	Iteration 62Q: 3 clusters Score -1156402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1156406.625000 Penalty: 4543.305176
	Iteration 63Q: 3 clusters Score -1156407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1156408.500000 Penalty: 4543.305176
	Iteration 64Q: 3 clusters Score -1156408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1156407.750000 Penalty: 4543.305176
	Iteration 65Q: 3 clusters Score -1156408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1156409.125000 Penalty: 4543.305176
	Iteration 66Q: 3 clusters Score -1156409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1156412.125000 Penalty: 4543.305176
	Iteration 67Q: 3 clusters Score -1156412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1156414.875000 Penalty: 4543.305176
	Iteration 68Q: 3 clusters Score -1156415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1156416.375000 Penalty: 4543.305176
	Iteration 69Q: 3 clusters Score -1156416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1156418.000000 Penalty: 4543.305176
	Iteration 70Q: 3 clusters Score -1156418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1156423.125000 Penalty: 4543.305176
	Iteration 71Q: 3 clusters Score -1156423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1156425.375000 Penalty: 4543.305176
	Iteration 72Q: 3 clusters Score -1156425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1156426.750000 Penalty: 4543.305176
	Iteration 73Q: 3 clusters Score -1156427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1156427.000000 Penalty: 4543.305176
	Iteration 74Q: 3 clusters Score -1156427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1156431.375000 Penalty: 4543.305176
	Iteration 75Q: 3 clusters Score -1156431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1156431.250000 Penalty: 4543.305176
	Iteration 76Q: 3 clusters Score -1156431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1156437.375000 Penalty: 4543.305176
	Iteration 77Q: 3 clusters Score -1156437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1156438.000000 Penalty: 4543.305176
	Iteration 78Q: 3 clusters Score -1156438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1156437.625000 Penalty: 4543.305176
	Iteration 79Q: 3 clusters Score -1156438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1156437.625000 Penalty: 4543.305176
	Iteration 80F: 3 clusters Score -1156438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -835804.437500 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -835804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -830119.000000 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -830119 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -831576.500000 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -831576.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -831867.187500 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -831867.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -832103.875000 Penalty: 4378.424316
	Iteration 3F: 3 clusters Score -832103.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -832305.750000 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -832305.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -832493.562500 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -832493.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -832643.875000 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -832643.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -832790.312500 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -832790.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -832931.937500 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -832931.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -833048.125000 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -833048.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -833142.000000 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -833142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -833224.437500 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -833224.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -833293.812500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -833293.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -833354.500000 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -833354.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -833411.062500 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -833411.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -833456.562500 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -833456.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -833499.000000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -833499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -833535.437500 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -833535.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -833563.312500 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -833563.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -833581.062500 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -833581.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -833592.875000 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -833592.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -833602.875000 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -833602.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -833616.062500 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -833616.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -833629.437500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -833629.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -833640.125000 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -833640.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -833654.562500 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -833654.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -833663.562500 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -833663.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -833675.500000 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -833675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -833682.500000 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -833682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -833690.625000 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -833690.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -833695.250000 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -833695.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -833707.312500 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -833707.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -833713.125000 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -833713.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -833719.500000 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -833719.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -833726.875000 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -833726.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -833733.062500 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -833733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -833738.437500 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -833738.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -833746.500000 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -833746.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -833750.875000 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -833750.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -833762.687500 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -833762.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -833777.375000 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -833777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -833794.375000 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -833794.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -833811.312500 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -833811.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -833831.500000 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -833831.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -833861.937500 Penalty: 4378.424316
	Iteration 44Q: 3 clusters Score -833861.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -833883.187500 Penalty: 4378.424316
	Iteration 45Q: 3 clusters Score -833883.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -833904.812500 Penalty: 4378.424316
	Iteration 46Q: 3 clusters Score -833904.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -833919.500000 Penalty: 4378.424316
	Iteration 47Q: 3 clusters Score -833919.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -833934.562500 Penalty: 4378.424316
	Iteration 48Q: 3 clusters Score -833934.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -833949.375000 Penalty: 4378.424316
	Iteration 49Q: 3 clusters Score -833949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -833964.437500 Penalty: 4378.424316
	Iteration 50Q: 3 clusters Score -833964.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -833981.125000 Penalty: 4378.424316
	Iteration 51Q: 3 clusters Score -833981.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -834004.625000 Penalty: 4378.424316
	Iteration 52Q: 3 clusters Score -834004.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -834020.062500 Penalty: 4378.424316
	Iteration 53Q: 3 clusters Score -834020.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -834028.937500 Penalty: 4378.424316
	Iteration 54Q: 3 clusters Score -834028.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -834039.187500 Penalty: 4378.424316
	Iteration 55Q: 3 clusters Score -834039.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -834045.625000 Penalty: 4378.424316
	Iteration 56Q: 3 clusters Score -834045.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -834055.437500 Penalty: 4378.424316
	Iteration 57Q: 3 clusters Score -834055.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -834062.062500 Penalty: 4378.424316
	Iteration 58Q: 3 clusters Score -834062.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -834068.562500 Penalty: 4378.424316
	Iteration 59Q: 3 clusters Score -834068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -834073.250000 Penalty: 4378.424316
	Iteration 60F: 3 clusters Score -834073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -834080.625000 Penalty: 4378.424316
	Iteration 61Q: 3 clusters Score -834080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -834082.125000 Penalty: 4378.424316
	Iteration 62Q: 3 clusters Score -834082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -834084.687500 Penalty: 4378.424316
	Iteration 63Q: 3 clusters Score -834084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -834086.125000 Penalty: 4378.424316
	Iteration 64Q: 3 clusters Score -834086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -834085.937500 Penalty: 4378.424316
	Iteration 65Q: 3 clusters Score -834085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -834090.187500 Penalty: 4378.424316
	Iteration 66Q: 3 clusters Score -834090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -834091.937500 Penalty: 4378.424316
	Iteration 67Q: 3 clusters Score -834091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -834092.000000 Penalty: 4378.424316
	Iteration 68Q: 3 clusters Score -834092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -834093.125000 Penalty: 4378.424316
	Iteration 69Q: 3 clusters Score -834093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -834094.562500 Penalty: 4378.424316
	Iteration 70Q: 3 clusters Score -834094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -834095.062500 Penalty: 4378.424316
	Iteration 71Q: 3 clusters Score -834095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -834094.812500 Penalty: 4378.424316
	Iteration 72Q: 3 clusters Score -834094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -834094.750000 Penalty: 4378.424316
	Iteration 73Q: 3 clusters Score -834094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -834095.937500 Penalty: 4378.424316
	Iteration 74Q: 3 clusters Score -834095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -834096.125000 Penalty: 4378.424316
	Iteration 75Q: 3 clusters Score -834096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -834098.437500 Penalty: 4378.424316
	Iteration 76Q: 3 clusters Score -834098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -834097.750000 Penalty: 4378.424316
	Iteration 77Q: 3 clusters Score -834097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -834099.875000 Penalty: 4378.424316
	Iteration 78Q: 3 clusters Score -834099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -834099.875000 Penalty: 4378.424316
	Iteration 79F: 3 clusters Score -834099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -534371.750000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -534371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -530234.750000 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -530234.8 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -531159.062500 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -531159.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -531393.625000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -531393.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -531568.875000 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -531568.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -531712.875000 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -531712.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -531853.375000 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -531853.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -531994.375000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -531994.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -532126.187500 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -532126.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -532247.937500 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -532247.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -532355.250000 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -532355.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -532454.687500 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -532454.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -532518.875000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -532518.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -532557.187500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -532557.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -532581.000000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -532581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -532595.812500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -532595.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -532608.062500 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -532608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -532619.312500 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -532619.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -532631.375000 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -532631.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -532644.250000 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -532644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -532653.687500 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -532653.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -532660.250000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -532660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -532668.375000 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -532668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -532672.937500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -532672.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -532680.875000 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -532680.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -532687.937500 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -532687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -532693.500000 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -532693.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -532700.312500 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -532700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -532707.812500 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -532707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -532711.000000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -532711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -532713.812500 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -532713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -532715.437500 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -532715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -532717.937500 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -532717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -532720.687500 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -532720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -532726.750000 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -532726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -532729.125000 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -532729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -532735.000000 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -532735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -532739.562500 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -532739.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -532744.500000 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -532744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -532752.562500 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -532752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -532760.875000 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -532760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -532774.875000 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -532774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -532788.125000 Penalty: 4156.820312
	Iteration 41Q: 3 clusters Score -532788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -532794.187500 Penalty: 4156.820312
	Iteration 42Q: 3 clusters Score -532794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -532798.125000 Penalty: 4156.820312
	Iteration 43Q: 3 clusters Score -532798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -532803.250000 Penalty: 4156.820312
	Iteration 44Q: 3 clusters Score -532803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -532809.312500 Penalty: 4156.820312
	Iteration 45Q: 3 clusters Score -532809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -532814.625000 Penalty: 4156.820312
	Iteration 46Q: 3 clusters Score -532814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -532819.625000 Penalty: 4156.820312
	Iteration 47Q: 3 clusters Score -532819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -532824.437500 Penalty: 4156.820312
	Iteration 48Q: 3 clusters Score -532824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -532828.875000 Penalty: 4156.820312
	Iteration 49Q: 3 clusters Score -532828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -532834.187500 Penalty: 4156.820312
	Iteration 50Q: 3 clusters Score -532834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -532840.437500 Penalty: 4156.820312
	Iteration 51Q: 3 clusters Score -532840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -532843.937500 Penalty: 4156.820312
	Iteration 52Q: 3 clusters Score -532843.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -532852.125000 Penalty: 4156.820312
	Iteration 53Q: 3 clusters Score -532852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -532856.625000 Penalty: 4156.820312
	Iteration 54Q: 3 clusters Score -532856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -532859.937500 Penalty: 4156.820312
	Iteration 55Q: 3 clusters Score -532859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -532862.125000 Penalty: 4156.820312
	Iteration 56Q: 3 clusters Score -532862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -532864.562500 Penalty: 4156.820312
	Iteration 57Q: 3 clusters Score -532864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -532869.312500 Penalty: 4156.820312
	Iteration 58Q: 3 clusters Score -532869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -532872.250000 Penalty: 4156.820312
	Iteration 59Q: 3 clusters Score -532872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -532877.062500 Penalty: 4156.820312
	Iteration 60F: 3 clusters Score -532877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -532879.562500 Penalty: 4156.820312
	Iteration 61Q: 3 clusters Score -532879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -532882.562500 Penalty: 4156.820312
	Iteration 62Q: 3 clusters Score -532882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -532889.250000 Penalty: 4156.820312
	Iteration 63Q: 3 clusters Score -532889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -532897.500000 Penalty: 4156.820312
	Iteration 64Q: 3 clusters Score -532897.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -532912.562500 Penalty: 4156.820312
	Iteration 65Q: 3 clusters Score -532912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -532921.062500 Penalty: 4156.820312
	Iteration 66Q: 3 clusters Score -532921.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -532933.875000 Penalty: 4156.820312
	Iteration 67Q: 3 clusters Score -532933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -532948.562500 Penalty: 4156.820312
	Iteration 68Q: 3 clusters Score -532948.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -532957.875000 Penalty: 4156.820312
	Iteration 69Q: 3 clusters Score -532957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -532965.562500 Penalty: 4156.820312
	Iteration 70Q: 3 clusters Score -532965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -532977.750000 Penalty: 4156.820312
	Iteration 71Q: 3 clusters Score -532977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -532985.000000 Penalty: 4156.820312
	Iteration 72Q: 3 clusters Score -532985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -532992.875000 Penalty: 4156.820312
	Iteration 73Q: 3 clusters Score -532992.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -533001.750000 Penalty: 4156.820312
	Iteration 74Q: 3 clusters Score -533001.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -533013.125000 Penalty: 4156.820312
	Iteration 75Q: 3 clusters Score -533013.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -533019.812500 Penalty: 4156.820312
	Iteration 76Q: 3 clusters Score -533019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -533029.312500 Penalty: 4156.820312
	Iteration 77Q: 3 clusters Score -533029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -533037.312500 Penalty: 4156.820312
	Iteration 78Q: 3 clusters Score -533037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -533043.500000 Penalty: 4156.820312
	Iteration 79Q: 3 clusters Score -533043.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -533050.750000 Penalty: 4156.820312
	Iteration 80F: 3 clusters Score -533050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -533061.250000 Penalty: 4156.820312
	Iteration 81Q: 3 clusters Score -533061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -533071.000000 Penalty: 4156.820312
	Iteration 82Q: 3 clusters Score -533071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -533074.062500 Penalty: 4156.820312
	Iteration 83Q: 3 clusters Score -533074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -533078.500000 Penalty: 4156.820312
	Iteration 84Q: 3 clusters Score -533078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -533082.062500 Penalty: 4156.820312
	Iteration 85Q: 3 clusters Score -533082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -533087.500000 Penalty: 4156.820312
	Iteration 86Q: 3 clusters Score -533087.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -533092.937500 Penalty: 4156.820312
	Iteration 87Q: 3 clusters Score -533092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -533101.437500 Penalty: 4156.820312
	Iteration 88Q: 3 clusters Score -533101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -533106.437500 Penalty: 4156.820312
	Iteration 89Q: 3 clusters Score -533106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -533108.125000 Penalty: 4156.820312
	Iteration 90Q: 3 clusters Score -533108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -533114.125000 Penalty: 4156.820312
	Iteration 91Q: 3 clusters Score -533114.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -533121.687500 Penalty: 4156.820312
	Iteration 92Q: 3 clusters Score -533121.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -533132.500000 Penalty: 4156.820312
	Iteration 93Q: 3 clusters Score -533132.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -533142.000000 Penalty: 4156.820312
	Iteration 94Q: 3 clusters Score -533142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -533150.562500 Penalty: 4156.820312
	Iteration 95Q: 3 clusters Score -533150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -533157.437500 Penalty: 4156.820312
	Iteration 96Q: 3 clusters Score -533157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -533160.250000 Penalty: 4156.820312
	Iteration 97Q: 3 clusters Score -533160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -533166.687500 Penalty: 4156.820312
	Iteration 98Q: 3 clusters Score -533166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -533173.437500 Penalty: 4156.820312
	Iteration 99Q: 3 clusters Score -533173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -533180.125000 Penalty: 4156.820312
	Iteration 100F: 3 clusters Score -533180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -533183.375000 Penalty: 4156.820312
	Iteration 101Q: 3 clusters Score -533183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -533187.437500 Penalty: 4156.820312
	Iteration 102Q: 3 clusters Score -533187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -533190.250000 Penalty: 4156.820312
	Iteration 103Q: 3 clusters Score -533190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -533191.062500 Penalty: 4156.820312
	Iteration 104Q: 3 clusters Score -533191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -533193.062500 Penalty: 4156.820312
	Iteration 105Q: 3 clusters Score -533193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -533194.000000 Penalty: 4156.820312
	Iteration 106Q: 3 clusters Score -533194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -533194.000000 Penalty: 4156.820312
	Iteration 107F: 3 clusters Score -533194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Entering Unmasked Estep 
Score: -7735110.500000 Penalty: 2726.999023
	Iteration 0F: 2 clusters Score -7735110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7695134.500000 Penalty: 5453.998047
	Iteration 0F: 3 clusters Score -7695134 nChanged 27724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -7710538.500000 Penalty: 5453.998047
	Iteration 1F: 3 clusters Score -7710538 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -7711048.000000 Penalty: 5453.998047
	Iteration 2Q: 3 clusters Score -7711048 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7711517.500000 Penalty: 5453.998047
	Iteration 3Q: 3 clusters Score -7711518 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -7711971.500000 Penalty: 5453.998047
	Iteration 4Q: 3 clusters Score -7711972 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -7712510.000000 Penalty: 5453.998047
	Iteration 5Q: 3 clusters Score -7712510 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -7713145.000000 Penalty: 5453.998047
	Iteration 6Q: 3 clusters Score -7713145 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -7714115.000000 Penalty: 5453.998047
	Iteration 7Q: 3 clusters Score -7714115 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -7715443.000000 Penalty: 5453.998047
	Iteration 8Q: 3 clusters Score -7715443 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -7717461.500000 Penalty: 5453.998047
	Iteration 9F: 3 clusters Score -7717462 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -7720210.500000 Penalty: 5453.998047
	Iteration 10F: 3 clusters Score -7720210 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7723223.000000 Penalty: 5453.998047
	Iteration 11F: 3 clusters Score -7723223 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -7725528.000000 Penalty: 5453.998047
	Iteration 12F: 3 clusters Score -7725528 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7726794.500000 Penalty: 5453.998047
	Iteration 13Q: 3 clusters Score -7726794 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -7727442.000000 Penalty: 5453.998047
	Iteration 14Q: 3 clusters Score -7727442 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -7727962.500000 Penalty: 5453.998047
	Iteration 15Q: 3 clusters Score -7727962 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -7728368.000000 Penalty: 5453.998047
	Iteration 16Q: 3 clusters Score -7728368 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -7728713.500000 Penalty: 5453.998047
	Iteration 17Q: 3 clusters Score -7728714 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -7729011.500000 Penalty: 5453.998047
	Iteration 18Q: 3 clusters Score -7729012 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -7729302.000000 Penalty: 5453.998047
	Iteration 19Q: 3 clusters Score -7729302 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -7729656.500000 Penalty: 5453.998047
	Iteration 20F: 3 clusters Score -7729656 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -7729932.500000 Penalty: 5453.998047
	Iteration 21Q: 3 clusters Score -7729932 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -7730207.000000 Penalty: 5453.998047
	Iteration 22Q: 3 clusters Score -7730207 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -7730458.000000 Penalty: 5453.998047
	Iteration 23Q: 3 clusters Score -7730458 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7730656.000000 Penalty: 5453.998047
	Iteration 24Q: 3 clusters Score -7730656 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -7730840.500000 Penalty: 5453.998047
	Iteration 25Q: 3 clusters Score -7730840 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -7730974.500000 Penalty: 5453.998047
	Iteration 26Q: 3 clusters Score -7730974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7731128.500000 Penalty: 5453.998047
	Iteration 27Q: 3 clusters Score -7731128 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -7731211.500000 Penalty: 5453.998047
	Iteration 28Q: 3 clusters Score -7731212 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -7731290.000000 Penalty: 5453.998047
	Iteration 29Q: 3 clusters Score -7731290 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -7731356.000000 Penalty: 5453.998047
	Iteration 30Q: 3 clusters Score -7731356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -7731441.500000 Penalty: 5453.998047
	Iteration 31Q: 3 clusters Score -7731442 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -7731520.500000 Penalty: 5453.998047
	Iteration 32Q: 3 clusters Score -7731520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -7731569.000000 Penalty: 5453.998047
	Iteration 33Q: 3 clusters Score -7731569 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7731625.500000 Penalty: 5453.998047
	Iteration 34Q: 3 clusters Score -7731626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -7731674.000000 Penalty: 5453.998047
	Iteration 35Q: 3 clusters Score -7731674 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7731737.500000 Penalty: 5453.998047
	Iteration 36Q: 3 clusters Score -7731738 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -7731786.000000 Penalty: 5453.998047
	Iteration 37Q: 3 clusters Score -7731786 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7731828.000000 Penalty: 5453.998047
	Iteration 38Q: 3 clusters Score -7731828 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7731891.000000 Penalty: 5453.998047
	Iteration 39Q: 3 clusters Score -7731891 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -7731948.500000 Penalty: 5453.998047
	Iteration 40F: 3 clusters Score -7731948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -7731971.500000 Penalty: 5453.998047
	Iteration 41Q: 3 clusters Score -7731972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7731973.500000 Penalty: 5453.998047
	Iteration 42Q: 3 clusters Score -7731974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7732024.000000 Penalty: 5453.998047
	Iteration 43Q: 3 clusters Score -7732024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7732055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7732098.500000 Penalty: 5453.998047
	Iteration 45Q: 3 clusters Score -7732098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7732156.000000 Penalty: 5453.998047
	Iteration 46Q: 3 clusters Score -7732156 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7732196.500000 Penalty: 5453.998047
	Iteration 47Q: 3 clusters Score -7732196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7732216.500000 Penalty: 5453.998047
	Iteration 48Q: 3 clusters Score -7732216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7732252.500000 Penalty: 5453.998047
	Iteration 49Q: 3 clusters Score -7732252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7732266.000000 Penalty: 5453.998047
	Iteration 50Q: 3 clusters Score -7732266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7732304.500000 Penalty: 5453.998047
	Iteration 51Q: 3 clusters Score -7732304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7732339.000000 Penalty: 5453.998047
	Iteration 52Q: 3 clusters Score -7732339 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7732364.500000 Penalty: 5453.998047
	Iteration 53Q: 3 clusters Score -7732364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7732391.000000 Penalty: 5453.998047
	Iteration 54Q: 3 clusters Score -7732391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7732424.000000 Penalty: 5453.998047
	Iteration 55Q: 3 clusters Score -7732424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7732433.000000 Penalty: 5453.998047
	Iteration 56Q: 3 clusters Score -7732433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7732467.000000 Penalty: 5453.998047
	Iteration 57Q: 3 clusters Score -7732467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7732483.000000 Penalty: 5453.998047
	Iteration 58Q: 3 clusters Score -7732483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7732484.500000 Penalty: 5453.998047
	Iteration 59Q: 3 clusters Score -7732484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7732497.500000 Penalty: 5453.998047
	Iteration 60F: 3 clusters Score -7732498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7732521.500000 Penalty: 5453.998047
	Iteration 61Q: 3 clusters Score -7732522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7732553.000000 Penalty: 5453.998047
	Iteration 62Q: 3 clusters Score -7732553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7732566.000000 Penalty: 5453.998047
	Iteration 63Q: 3 clusters Score -7732566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7732579.500000 Penalty: 5453.998047
	Iteration 64Q: 3 clusters Score -7732580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7732581.000000 Penalty: 5453.998047
	Iteration 65Q: 3 clusters Score -7732581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7732587.000000 Penalty: 5453.998047
	Iteration 66Q: 3 clusters Score -7732587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7732606.000000 Penalty: 5453.998047
	Iteration 67Q: 3 clusters Score -7732606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7732600.000000 Penalty: 5453.998047
	Iteration 68Q: 3 clusters Score -7732600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7732605.000000 Penalty: 5453.998047
	Iteration 69Q: 3 clusters Score -7732605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7732612.500000 Penalty: 5453.998047
	Iteration 70Q: 3 clusters Score -7732612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7732626.500000 Penalty: 5453.998047
	Iteration 71Q: 3 clusters Score -7732626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7732645.500000 Penalty: 5453.998047
	Iteration 72Q: 3 clusters Score -7732646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7732653.500000 Penalty: 5453.998047
	Iteration 73Q: 3 clusters Score -7732654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7732656.500000 Penalty: 5453.998047
	Iteration 74Q: 3 clusters Score -7732656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7732653.500000 Penalty: 5453.998047
	Iteration 75Q: 3 clusters Score -7732654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7732659.500000 Penalty: 5453.998047
	Iteration 76Q: 3 clusters Score -7732660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7732670.500000 Penalty: 5453.998047
	Iteration 77Q: 3 clusters Score -7732670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7732674.500000 Penalty: 5453.998047
	Iteration 78Q: 3 clusters Score -7732674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7732675.000000 Penalty: 5453.998047
	Iteration 79Q: 3 clusters Score -7732675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7732682.000000 Penalty: 5453.998047
	Iteration 80F: 3 clusters Score -7732682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7732685.000000 Penalty: 5453.998047
	Iteration 81Q: 3 clusters Score -7732685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7732689.500000 Penalty: 5453.998047
	Iteration 82Q: 3 clusters Score -7732690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7732696.500000 Penalty: 5453.998047
	Iteration 83Q: 3 clusters Score -7732696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7732694.000000 Penalty: 5453.998047
	Iteration 84Q: 3 clusters Score -7732694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7732697.500000 Penalty: 5453.998047
	Iteration 85Q: 3 clusters Score -7732698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7732713.500000 Penalty: 5453.998047
	Iteration 86Q: 3 clusters Score -7732714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7732708.000000 Penalty: 5453.998047
	Iteration 87Q: 3 clusters Score -7732708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7732709.500000 Penalty: 5453.998047
	Iteration 88Q: 3 clusters Score -7732710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7732713.000000 Penalty: 5453.998047
	Iteration 89Q: 3 clusters Score -7732713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7732713.000000 Penalty: 5453.998047
	Iteration 90Q: 3 clusters Score -7732713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7732730.000000 Penalty: 5453.998047
	Iteration 91Q: 3 clusters Score -7732730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7732728.000000 Penalty: 5453.998047
	Iteration 92Q: 3 clusters Score -7732728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7732732.000000 Penalty: 5453.998047
	Iteration 93Q: 3 clusters Score -7732732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7732746.500000 Penalty: 5453.998047
	Iteration 94Q: 3 clusters Score -7732746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7732754.000000 Penalty: 5453.998047
	Iteration 95Q: 3 clusters Score -7732754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7732765.000000 Penalty: 5453.998047
	Iteration 96Q: 3 clusters Score -7732765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7732779.000000 Penalty: 5453.998047
	Iteration 97Q: 3 clusters Score -7732779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7732786.000000 Penalty: 5453.998047
	Iteration 98Q: 3 clusters Score -7732786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7732812.000000 Penalty: 5453.998047
	Iteration 99Q: 3 clusters Score -7732812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7732811.500000 Penalty: 5453.998047
	Iteration 100F: 3 clusters Score -7732812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7732819.500000 Penalty: 5453.998047
	Iteration 101Q: 3 clusters Score -7732820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7732828.000000 Penalty: 5453.998047
	Iteration 102Q: 3 clusters Score -7732828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7732833.000000 Penalty: 5453.998047
	Iteration 103Q: 3 clusters Score -7732833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7732838.000000 Penalty: 5453.998047
	Iteration 104Q: 3 clusters Score -7732838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7732847.500000 Penalty: 5453.998047
	Iteration 105Q: 3 clusters Score -7732848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7732850.000000 Penalty: 5453.998047
	Iteration 106Q: 3 clusters Score -7732850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7732852.500000 Penalty: 5453.998047
	Iteration 107Q: 3 clusters Score -7732852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7732850.500000 Penalty: 5453.998047
	Iteration 108Q: 3 clusters Score -7732850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7732854.000000 Penalty: 5453.998047
	Iteration 109Q: 3 clusters Score -7732854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7732851.500000 Penalty: 5453.998047
	Iteration 110Q: 3 clusters Score -7732852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7732859.500000 Penalty: 5453.998047
	Iteration 111Q: 3 clusters Score -7732860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7732864.000000 Penalty: 5453.998047
	Iteration 112Q: 3 clusters Score -7732864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7732876.000000 Penalty: 5453.998047
	Iteration 113Q: 3 clusters Score -7732876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7732871.000000 Penalty: 5453.998047
	Iteration 114Q: 3 clusters Score -7732871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7732868.500000 Penalty: 5453.998047
	Iteration 115Q: 3 clusters Score -7732868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7732864.500000 Penalty: 5453.998047
	Iteration 116Q: 3 clusters Score -7732864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7732869.500000 Penalty: 5453.998047
	Iteration 117Q: 3 clusters Score -7732870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7732867.000000 Penalty: 5453.998047
	Iteration 118Q: 3 clusters Score -7732867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7732866.500000 Penalty: 5453.998047
	Iteration 119Q: 3 clusters Score -7732866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7732866.500000 Penalty: 5453.998047
	Iteration 120F: 3 clusters Score -7732866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7732874.500000 Penalty: 5453.998047
	Iteration 121Q: 3 clusters Score -7732874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7732870.500000 Penalty: 5453.998047
	Iteration 122Q: 3 clusters Score -7732870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7732873.000000 Penalty: 5453.998047
	Iteration 123Q: 3 clusters Score -7732873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7732873.000000 Penalty: 5453.998047
	Iteration 124F: 3 clusters Score -7732873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -2972011.500000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -2972012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2955699.750000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -2955700 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2961424.750000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -2961425 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2961976.000000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -2961976 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2962604.000000 Penalty: 4991.146973
	Iteration 3F: 3 clusters Score -2962604 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2963343.000000 Penalty: 4991.146973
	Iteration 4F: 3 clusters Score -2963343 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2964196.000000 Penalty: 4991.146973
	Iteration 5F: 3 clusters Score -2964196 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2965196.000000 Penalty: 4991.146973
	Iteration 6F: 3 clusters Score -2965196 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2966219.750000 Penalty: 4991.146973
	Iteration 7F: 3 clusters Score -2966220 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2967207.000000 Penalty: 4991.146973
	Iteration 8F: 3 clusters Score -2967207 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2968129.500000 Penalty: 4991.146973
	Iteration 9Q: 3 clusters Score -2968130 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2968867.750000 Penalty: 4991.146973
	Iteration 10Q: 3 clusters Score -2968868 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2969430.750000 Penalty: 4991.146973
	Iteration 11Q: 3 clusters Score -2969431 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2969853.000000 Penalty: 4991.146973
	Iteration 12Q: 3 clusters Score -2969853 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2970166.500000 Penalty: 4991.146973
	Iteration 13Q: 3 clusters Score -2970166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2970378.500000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -2970378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2970483.250000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -2970483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2970535.250000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -2970535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2970569.750000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -2970570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2970598.250000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -2970598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2970625.750000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -2970626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2970631.750000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -2970632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2970636.750000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -2970637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2970644.500000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -2970644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2970652.500000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -2970652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2970660.500000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -2970660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2970664.500000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -2970664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2970679.500000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -2970680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2970690.000000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -2970690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2970687.250000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -2970687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2970692.750000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -2970693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2970701.500000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -2970702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2970705.000000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -2970705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2970709.500000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -2970710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2970709.500000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -2970710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2970705.000000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -2970705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2970710.500000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -2970710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2970709.500000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -2970710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2970712.250000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -2970712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2970712.250000 Penalty: 4991.146973
	Iteration 38F: 3 clusters Score -2970712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Entering Unmasked Estep 
Score: -1144126.500000 Penalty: 2269.056641
	Iteration 0F: 2 clusters Score -1144126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1136814.000000 Penalty: 4538.113281
	Iteration 0F: 3 clusters Score -1136814 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1139020.875000 Penalty: 4538.113281
	Iteration 1F: 3 clusters Score -1139021 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1139381.750000 Penalty: 4538.113281
	Iteration 2F: 3 clusters Score -1139382 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1139704.875000 Penalty: 4538.113281
	Iteration 3F: 3 clusters Score -1139705 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1140040.375000 Penalty: 4538.113281
	Iteration 4F: 3 clusters Score -1140040 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1140399.750000 Penalty: 4538.113281
	Iteration 5F: 3 clusters Score -1140400 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1140720.375000 Penalty: 4538.113281
	Iteration 6F: 3 clusters Score -1140720 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1140977.750000 Penalty: 4538.113281
	Iteration 7Q: 3 clusters Score -1140978 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1141157.250000 Penalty: 4538.113281
	Iteration 8Q: 3 clusters Score -1141157 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1141281.250000 Penalty: 4538.113281
	Iteration 9Q: 3 clusters Score -1141281 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1141363.750000 Penalty: 4538.113281
	Iteration 10Q: 3 clusters Score -1141364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1141412.375000 Penalty: 4538.113281
	Iteration 11Q: 3 clusters Score -1141412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1141458.125000 Penalty: 4538.113281
	Iteration 12Q: 3 clusters Score -1141458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1141498.250000 Penalty: 4538.113281
	Iteration 13Q: 3 clusters Score -1141498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1141523.375000 Penalty: 4538.113281
	Iteration 14Q: 3 clusters Score -1141523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1141551.500000 Penalty: 4538.113281
	Iteration 15Q: 3 clusters Score -1141552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1141572.750000 Penalty: 4538.113281
	Iteration 16Q: 3 clusters Score -1141573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1141589.250000 Penalty: 4538.113281
	Iteration 17Q: 3 clusters Score -1141589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1141603.375000 Penalty: 4538.113281
	Iteration 18Q: 3 clusters Score -1141603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1141622.625000 Penalty: 4538.113281
	Iteration 19Q: 3 clusters Score -1141623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1141636.500000 Penalty: 4538.113281
	Iteration 20F: 3 clusters Score -1141636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1141654.625000 Penalty: 4538.113281
	Iteration 21Q: 3 clusters Score -1141655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1141666.250000 Penalty: 4538.113281
	Iteration 22Q: 3 clusters Score -1141666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1141676.875000 Penalty: 4538.113281
	Iteration 23Q: 3 clusters Score -1141677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1141687.875000 Penalty: 4538.113281
	Iteration 24Q: 3 clusters Score -1141688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1141701.875000 Penalty: 4538.113281
	Iteration 25Q: 3 clusters Score -1141702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1141718.625000 Penalty: 4538.113281
	Iteration 26Q: 3 clusters Score -1141719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1141729.625000 Penalty: 4538.113281
	Iteration 27Q: 3 clusters Score -1141730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1141743.000000 Penalty: 4538.113281
	Iteration 28Q: 3 clusters Score -1141743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1141751.625000 Penalty: 4538.113281
	Iteration 29Q: 3 clusters Score -1141752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1141761.625000 Penalty: 4538.113281
	Iteration 30Q: 3 clusters Score -1141762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1141761.750000 Penalty: 4538.113281
	Iteration 31Q: 3 clusters Score -1141762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1141770.500000 Penalty: 4538.113281
	Iteration 32Q: 3 clusters Score -1141770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1141775.000000 Penalty: 4538.113281
	Iteration 33Q: 3 clusters Score -1141775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1141779.750000 Penalty: 4538.113281
	Iteration 34Q: 3 clusters Score -1141780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1141779.750000 Penalty: 4538.113281
	Iteration 35Q: 3 clusters Score -1141780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1141784.750000 Penalty: 4538.113281
	Iteration 36Q: 3 clusters Score -1141785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1141790.625000 Penalty: 4538.113281
	Iteration 37Q: 3 clusters Score -1141791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1141796.125000 Penalty: 4538.113281
	Iteration 38Q: 3 clusters Score -1141796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1141799.875000 Penalty: 4538.113281
	Iteration 39Q: 3 clusters Score -1141800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1141803.875000 Penalty: 4538.113281
	Iteration 40F: 3 clusters Score -1141804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1141802.375000 Penalty: 4538.113281
	Iteration 41Q: 3 clusters Score -1141802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1141809.875000 Penalty: 4538.113281
	Iteration 42Q: 3 clusters Score -1141810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1141818.125000 Penalty: 4538.113281
	Iteration 43Q: 3 clusters Score -1141818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1141823.750000 Penalty: 4538.113281
	Iteration 44Q: 3 clusters Score -1141824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1141838.250000 Penalty: 4538.113281
	Iteration 45Q: 3 clusters Score -1141838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1141851.625000 Penalty: 4538.113281
	Iteration 46Q: 3 clusters Score -1141852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1141866.125000 Penalty: 4538.113281
	Iteration 47Q: 3 clusters Score -1141866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1141874.500000 Penalty: 4538.113281
	Iteration 48Q: 3 clusters Score -1141874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1141888.500000 Penalty: 4538.113281
	Iteration 49Q: 3 clusters Score -1141888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1141898.375000 Penalty: 4538.113281
	Iteration 50Q: 3 clusters Score -1141898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1141908.375000 Penalty: 4538.113281
	Iteration 51Q: 3 clusters Score -1141908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1141923.000000 Penalty: 4538.113281
	Iteration 52Q: 3 clusters Score -1141923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1141938.125000 Penalty: 4538.113281
	Iteration 53Q: 3 clusters Score -1141938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1141947.125000 Penalty: 4538.113281
	Iteration 54Q: 3 clusters Score -1141947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1141952.625000 Penalty: 4538.113281
	Iteration 55Q: 3 clusters Score -1141953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1141962.125000 Penalty: 4538.113281
	Iteration 56Q: 3 clusters Score -1141962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1141968.875000 Penalty: 4538.113281
	Iteration 57Q: 3 clusters Score -1141969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1141976.500000 Penalty: 4538.113281
	Iteration 58Q: 3 clusters Score -1141976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1141982.375000 Penalty: 4538.113281
	Iteration 59Q: 3 clusters Score -1141982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1141983.000000 Penalty: 4538.113281
	Iteration 60F: 3 clusters Score -1141983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1141984.500000 Penalty: 4538.113281
	Iteration 61Q: 3 clusters Score -1141984 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1141987.625000 Penalty: 4538.113281
	Iteration 62Q: 3 clusters Score -1141988 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1141990.500000 Penalty: 4538.113281
	Iteration 63Q: 3 clusters Score -1141990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1141997.250000 Penalty: 4538.113281
	Iteration 64Q: 3 clusters Score -1141997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1142001.125000 Penalty: 4538.113281
	Iteration 65Q: 3 clusters Score -1142001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1142006.500000 Penalty: 4538.113281
	Iteration 66Q: 3 clusters Score -1142006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1142008.500000 Penalty: 4538.113281
	Iteration 67Q: 3 clusters Score -1142008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1142014.000000 Penalty: 4538.113281
	Iteration 68Q: 3 clusters Score -1142014 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1142016.125000 Penalty: 4538.113281
	Iteration 69Q: 3 clusters Score -1142016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1142018.125000 Penalty: 4538.113281
	Iteration 70Q: 3 clusters Score -1142018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1142016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1142014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1142018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1142022.000000 Penalty: 4538.113281
	Iteration 74Q: 3 clusters Score -1142022 nChanged 9
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Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1142023.125000 Penalty: 4538.113281
	Iteration 75Q: 3 clusters Score -1142023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1142026.625000 Penalty: 4538.113281
	Iteration 76Q: 3 clusters Score -1142027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1142025.125000 Penalty: 4538.113281
	Iteration 77Q: 3 clusters Score -1142025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1142026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1142028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1142030.250000 Penalty: 4538.113281
	Iteration 80F: 3 clusters Score -1142030 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1142035 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1142036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1142040.750000 Penalty: 4538.113281
	Iteration 83Q: 3 clusters Score -1142041 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1142038.375000 Penalty: 4538.113281
	Iteration 84Q: 3 clusters Score -1142038 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1142042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1142042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1142046.500000 Penalty: 4538.113281
	Iteration 87Q: 3 clusters Score -1142046 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1142049 nChanged 17
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Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1142053 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1142054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1142059 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5931 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1142059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1142060 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1142061 nChanged 5
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1142061 nChanged 3
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Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1142061 nChanged 4
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1142061 nChanged 6
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Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1142064 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5965 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1142064 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1142065 nChanged 2
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Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1142066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1142064 nChanged 4
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Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1142065 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1142065 nChanged 6
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1142067 nChanged 7
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Mstep: Class 1 contains 5999 members 
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	Iteration 106Q: 3 clusters Score -1142068 nChanged 5
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Mstep: Class 1 contains 6004 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1142069 nChanged 4
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Mstep: Class 1 contains 6008 members 
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	Iteration 108Q: 3 clusters Score -1142070 nChanged 7
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Mstep: Class 1 contains 6015 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1142072 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1142071 nChanged 5
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Mstep: Class 1 contains 6022 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1142072 nChanged 9
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Mstep: Class 1 contains 6031 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1142074 nChanged 12
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Mstep: Class 1 contains 6041 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1142078 nChanged 11
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Mstep: Class 1 contains 6052 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1142078 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6063 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1142079 nChanged 7
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Mstep: Class 1 contains 6070 members 
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	Iteration 116Q: 3 clusters Score -1142078 nChanged 8
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Mstep: Class 1 contains 6078 members 
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	Iteration 117Q: 3 clusters Score -1142078 nChanged 5
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Mstep: Class 1 contains 6083 members 
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	Iteration 118Q: 3 clusters Score -1142081 nChanged 3
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Mstep: Class 1 contains 6086 members 
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	Iteration 119Q: 3 clusters Score -1142084 nChanged 6
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Mstep: Class 1 contains 6092 members 
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	Iteration 120F: 3 clusters Score -1142083 nChanged 5
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Mstep: Class 1 contains 6097 members 
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	Iteration 121Q: 3 clusters Score -1142084 nChanged 4
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Mstep: Class 1 contains 6101 members 
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	Iteration 122Q: 3 clusters Score -1142084 nChanged 5
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Mstep: Class 1 contains 6106 members 
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	Iteration 123Q: 3 clusters Score -1142086 nChanged 3
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Mstep: Class 1 contains 6109 members 
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	Iteration 124Q: 3 clusters Score -1142085 nChanged 2
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Mstep: Class 1 contains 6111 members 
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	Iteration 125Q: 3 clusters Score -1142085 nChanged 3
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Mstep: Class 1 contains 6114 members 
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	Iteration 126Q: 3 clusters Score -1142086 nChanged 6
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Mstep: Class 1 contains 6120 members 
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	Iteration 127Q: 3 clusters Score -1142087 nChanged 4
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Mstep: Class 1 contains 6124 members 
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	Iteration 128Q: 3 clusters Score -1142088 nChanged 3
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Mstep: Class 1 contains 6127 members 
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	Iteration 129Q: 3 clusters Score -1142088 nChanged 3
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Mstep: Class 1 contains 6130 members 
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	Iteration 130Q: 3 clusters Score -1142090 nChanged 3
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Mstep: Class 1 contains 6133 members 
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	Iteration 131Q: 3 clusters Score -1142090 nChanged 4
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Mstep: Class 1 contains 6137 members 
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	Iteration 132Q: 3 clusters Score -1142089 nChanged 5
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Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1142092.000000 Penalty: 4538.113281
	Iteration 133Q: 3 clusters Score -1142092 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
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	Iteration 134Q: 3 clusters Score -1142094 nChanged 11
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Mstep: Class 1 contains 6160 members 
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	Iteration 135Q: 3 clusters Score -1142095 nChanged 9
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Mstep: Class 1 contains 6169 members 
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	Iteration 136Q: 3 clusters Score -1142098 nChanged 9
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Mstep: Class 1 contains 6178 members 
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	Iteration 137Q: 3 clusters Score -1142095 nChanged 7
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Mstep: Class 1 contains 6185 members 
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	Iteration 138Q: 3 clusters Score -1142100 nChanged 6
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Mstep: Class 1 contains 6191 members 
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	Iteration 139Q: 3 clusters Score -1142101 nChanged 6
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Mstep: Class 1 contains 6197 members 
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	Iteration 140F: 3 clusters Score -1142101 nChanged 5
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Mstep: Class 1 contains 6202 members 
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	Iteration 141Q: 3 clusters Score -1142103 nChanged 3
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	Iteration 142Q: 3 clusters Score -1142103 nChanged 3
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Mstep: Class 1 contains 6208 members 
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	Iteration 143Q: 3 clusters Score -1142105 nChanged 4
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Mstep: Class 1 contains 6212 members 
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	Iteration 144Q: 3 clusters Score -1142107 nChanged 5
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Mstep: Class 1 contains 6217 members 
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	Iteration 145Q: 3 clusters Score -1142107 nChanged 4
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Mstep: Class 1 contains 6221 members 
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	Iteration 146Q: 3 clusters Score -1142106 nChanged 3
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	Iteration 148Q: 3 clusters Score -1142105 nChanged 4
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	Iteration 149Q: 3 clusters Score -1142106 nChanged 2
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	Iteration 151Q: 3 clusters Score -1142106 nChanged 1
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	Iteration 152Q: 3 clusters Score -1142109 nChanged 5
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Mstep: Class 1 contains 6241 members 
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	Iteration 153Q: 3 clusters Score -1142109 nChanged 8
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Mstep: Class 1 contains 6249 members 
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	Iteration 154Q: 3 clusters Score -1142109 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1142109.000000 Penalty: 4538.113281
	Iteration 155Q: 3 clusters Score -1142109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1142113.875000 Penalty: 4538.113281
	Iteration 156Q: 3 clusters Score -1142114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1142115.500000 Penalty: 4538.113281
	Iteration 157Q: 3 clusters Score -1142116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1142116.250000 Penalty: 4538.113281
	Iteration 158Q: 3 clusters Score -1142116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1142118.250000 Penalty: 4538.113281
	Iteration 159Q: 3 clusters Score -1142118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1142121.000000 Penalty: 4538.113281
	Iteration 160F: 3 clusters Score -1142121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1142120.500000 Penalty: 4538.113281
	Iteration 161Q: 3 clusters Score -1142120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1142126.125000 Penalty: 4538.113281
	Iteration 162Q: 3 clusters Score -1142126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1142124.750000 Penalty: 4538.113281
	Iteration 163Q: 3 clusters Score -1142125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1142123.875000 Penalty: 4538.113281
	Iteration 164Q: 3 clusters Score -1142124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1142124.500000 Penalty: 4538.113281
	Iteration 165Q: 3 clusters Score -1142124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1142124.125000 Penalty: 4538.113281
	Iteration 166Q: 3 clusters Score -1142124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1142125.750000 Penalty: 4538.113281
	Iteration 167Q: 3 clusters Score -1142126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1142126.250000 Penalty: 4538.113281
	Iteration 168Q: 3 clusters Score -1142126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1142131.375000 Penalty: 4538.113281
	Iteration 169Q: 3 clusters Score -1142131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1142131.625000 Penalty: 4538.113281
	Iteration 170Q: 3 clusters Score -1142132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1142134.500000 Penalty: 4538.113281
	Iteration 171Q: 3 clusters Score -1142134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1142139.000000 Penalty: 4538.113281
	Iteration 172Q: 3 clusters Score -1142139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1142138.000000 Penalty: 4538.113281
	Iteration 173Q: 3 clusters Score -1142138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1142139.750000 Penalty: 4538.113281
	Iteration 174Q: 3 clusters Score -1142140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1142140.250000 Penalty: 4538.113281
	Iteration 175Q: 3 clusters Score -1142140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1142142.375000 Penalty: 4538.113281
	Iteration 176Q: 3 clusters Score -1142142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1142144.500000 Penalty: 4538.113281
	Iteration 177Q: 3 clusters Score -1142144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1142144.750000 Penalty: 4538.113281
	Iteration 178Q: 3 clusters Score -1142145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1142146.000000 Penalty: 4538.113281
	Iteration 179Q: 3 clusters Score -1142146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1142145.875000 Penalty: 4538.113281
	Iteration 180F: 3 clusters Score -1142146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1142146.000000 Penalty: 4538.113281
	Iteration 181Q: 3 clusters Score -1142146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1142149.250000 Penalty: 4538.113281
	Iteration 182Q: 3 clusters Score -1142149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1142147.125000 Penalty: 4538.113281
	Iteration 183Q: 3 clusters Score -1142147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1142150.375000 Penalty: 4538.113281
	Iteration 184Q: 3 clusters Score -1142150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1142154.625000 Penalty: 4538.113281
	Iteration 185Q: 3 clusters Score -1142155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1142154.375000 Penalty: 4538.113281
	Iteration 186Q: 3 clusters Score -1142154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1142155.750000 Penalty: 4538.113281
	Iteration 187Q: 3 clusters Score -1142156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1142155.875000 Penalty: 4538.113281
	Iteration 188Q: 3 clusters Score -1142156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1142157.625000 Penalty: 4538.113281
	Iteration 189Q: 3 clusters Score -1142158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1142156.125000 Penalty: 4538.113281
	Iteration 190Q: 3 clusters Score -1142156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1142158.625000 Penalty: 4538.113281
	Iteration 191Q: 3 clusters Score -1142159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1142158.125000 Penalty: 4538.113281
	Iteration 192Q: 3 clusters Score -1142158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1142160.125000 Penalty: 4538.113281
	Iteration 193Q: 3 clusters Score -1142160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1142160.875000 Penalty: 4538.113281
	Iteration 194Q: 3 clusters Score -1142161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1142162.500000 Penalty: 4538.113281
	Iteration 195Q: 3 clusters Score -1142162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1142164.875000 Penalty: 4538.113281
	Iteration 196Q: 3 clusters Score -1142165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1142166.250000 Penalty: 4538.113281
	Iteration 197Q: 3 clusters Score -1142166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1142171.500000 Penalty: 4538.113281
	Iteration 198Q: 3 clusters Score -1142172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1142172.875000 Penalty: 4538.113281
	Iteration 199Q: 3 clusters Score -1142173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1142174.625000 Penalty: 4538.113281
	Iteration 200F: 3 clusters Score -1142175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1142176.375000 Penalty: 4538.113281
	Iteration 201Q: 3 clusters Score -1142176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1142177.125000 Penalty: 4538.113281
	Iteration 202Q: 3 clusters Score -1142177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1142181.625000 Penalty: 4538.113281
	Iteration 203Q: 3 clusters Score -1142182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1142182.875000 Penalty: 4538.113281
	Iteration 204Q: 3 clusters Score -1142183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1142184.250000 Penalty: 4538.113281
	Iteration 205Q: 3 clusters Score -1142184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1142183.625000 Penalty: 4538.113281
	Iteration 206Q: 3 clusters Score -1142184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1142184.250000 Penalty: 4538.113281
	Iteration 207Q: 3 clusters Score -1142184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1142184.250000 Penalty: 4538.113281
	Iteration 208F: 3 clusters Score -1142184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Entering Unmasked Estep 
Score: -2732931.750000 Penalty: 2467.159180
	Iteration 0F: 2 clusters Score -2732932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2718245.250000 Penalty: 4934.318359
	Iteration 0F: 3 clusters Score -2718245 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2723094.250000 Penalty: 4934.318359
	Iteration 1F: 3 clusters Score -2723094 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2723496.500000 Penalty: 4934.318359
	Iteration 2F: 3 clusters Score -2723496 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2723920.750000 Penalty: 4934.318359
	Iteration 3Q: 3 clusters Score -2723921 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2724455.250000 Penalty: 4934.318359
	Iteration 4F: 3 clusters Score -2724455 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2725123.750000 Penalty: 4934.318359
	Iteration 5F: 3 clusters Score -2725124 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2726004.500000 Penalty: 4934.318359
	Iteration 6F: 3 clusters Score -2726004 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2726992.750000 Penalty: 4934.318359
	Iteration 7F: 3 clusters Score -2726993 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2728003.750000 Penalty: 4934.318359
	Iteration 8F: 3 clusters Score -2728004 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2728808.250000 Penalty: 4934.318359
	Iteration 9F: 3 clusters Score -2728808 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2729437.000000 Penalty: 4934.318359
	Iteration 10Q: 3 clusters Score -2729437 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2729863.750000 Penalty: 4934.318359
	Iteration 11Q: 3 clusters Score -2729864 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2730160.500000 Penalty: 4934.318359
	Iteration 12Q: 3 clusters Score -2730160 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2730349.500000 Penalty: 4934.318359
	Iteration 13Q: 3 clusters Score -2730350 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2730488.500000 Penalty: 4934.318359
	Iteration 14Q: 3 clusters Score -2730488 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2730580.750000 Penalty: 4934.318359
	Iteration 15Q: 3 clusters Score -2730581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2730642.750000 Penalty: 4934.318359
	Iteration 16Q: 3 clusters Score -2730643 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2730712.000000 Penalty: 4934.318359
	Iteration 17Q: 3 clusters Score -2730712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2730731.000000 Penalty: 4934.318359
	Iteration 18Q: 3 clusters Score -2730731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2730760.500000 Penalty: 4934.318359
	Iteration 19Q: 3 clusters Score -2730760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2730784.500000 Penalty: 4934.318359
	Iteration 20F: 3 clusters Score -2730784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2730812.750000 Penalty: 4934.318359
	Iteration 21Q: 3 clusters Score -2730813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2730828.500000 Penalty: 4934.318359
	Iteration 22Q: 3 clusters Score -2730828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2730840.250000 Penalty: 4934.318359
	Iteration 23Q: 3 clusters Score -2730840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2730862.000000 Penalty: 4934.318359
	Iteration 24Q: 3 clusters Score -2730862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2730870.500000 Penalty: 4934.318359
	Iteration 25Q: 3 clusters Score -2730870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2730877.000000 Penalty: 4934.318359
	Iteration 26Q: 3 clusters Score -2730877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2730893.750000 Penalty: 4934.318359
	Iteration 27Q: 3 clusters Score -2730894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2730900.000000 Penalty: 4934.318359
	Iteration 28Q: 3 clusters Score -2730900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2730906.750000 Penalty: 4934.318359
	Iteration 29Q: 3 clusters Score -2730907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2730909.250000 Penalty: 4934.318359
	Iteration 30Q: 3 clusters Score -2730909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2730918.000000 Penalty: 4934.318359
	Iteration 31Q: 3 clusters Score -2730918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2730922.500000 Penalty: 4934.318359
	Iteration 32Q: 3 clusters Score -2730922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2730922.250000 Penalty: 4934.318359
	Iteration 33Q: 3 clusters Score -2730922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2730923.500000 Penalty: 4934.318359
	Iteration 34Q: 3 clusters Score -2730924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2730925.750000 Penalty: 4934.318359
	Iteration 35Q: 3 clusters Score -2730926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2730931.000000 Penalty: 4934.318359
	Iteration 36Q: 3 clusters Score -2730931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2730929.500000 Penalty: 4934.318359
	Iteration 37Q: 3 clusters Score -2730930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2730929.500000 Penalty: 4934.318359
	Iteration 38F: 3 clusters Score -2730930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -140235.625000 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -140235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138259.515625 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -138259.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139499.140625 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -139499.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -140371.265625 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -140371.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -141014.906250 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -141014.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -141686.781250 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -141686.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -141809.562500 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -141809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -141853.062500 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -141853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -141876.718750 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -141876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -141940.265625 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -141940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -141981.593750 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -141981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -142026.000000 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -142026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -142040.453125 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -142040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -142052.015625 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -142052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -142056.390625 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -142056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -142058.125000 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -142058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -142059.718750 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -142059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -142059.718750 Penalty: 3573.258057
	Iteration 16F: 3 clusters Score -142059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 20915 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357264 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 45876 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 55266 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 48375 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 43898 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 9797 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17436 members 
Entering Unmasked Estep 
Score: -104943144.000000 Penalty: 104869.828125
Splitting cluster 9 changes total score from -104942808.000000 to -104943144.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -886978.750000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -886978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -880486.375000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -880486.4 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -882452.312500 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -882452.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -882886.562500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -882886.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -883272.687500 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -883272.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -883672.187500 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -883672.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -884011.250000 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -884011.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -884315.437500 Penalty: 4465.034668
	Iteration 6F: 3 clusters Score -884315.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -884531.437500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -884531.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -884704.187500 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -884704.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -884883.312500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -884883.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -885034.250000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -885034.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -885181.437500 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -885181.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -885357.812500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -885357.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -885482.375000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -885482.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -885568.312500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -885568.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -885631.875000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -885631.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -885666.125000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -885666.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -885696.750000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -885696.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -885715.875000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -885715.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -885729.562500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -885729.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -885740.875000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -885740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -885747.562500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -885747.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -885752.687500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -885752.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -885763.375000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -885763.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -885778.312500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -885778.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -885786.875000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -885786.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -885803.000000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -885803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -885812.750000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -885812.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -885822.937500 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -885822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -885829.375000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -885829.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -885834.250000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -885834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -885841.187500 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -885841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -885849.250000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -885849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -885852.437500 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -885852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -885853.375000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -885853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -885854.250000 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -885854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -885856.562500 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -885856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -885857.812500 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -885857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -885857.625000 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -885857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -885859.750000 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -885859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -885859.937500 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -885859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -885860.500000 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -885860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -885861.375000 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -885861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -885863.437500 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -885863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -885864.125000 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -885864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -885864.125000 Penalty: 4465.034668
	Iteration 45F: 3 clusters Score -885864.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Entering Unmasked Estep 
Score: -2001083.000000 Penalty: 2387.677979
	Iteration 0F: 2 clusters Score -2001083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1990095.000000 Penalty: 4775.355957
	Iteration 0F: 3 clusters Score -1990095 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1993594.125000 Penalty: 4775.355957
	Iteration 1F: 3 clusters Score -1993594 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1993888.500000 Penalty: 4775.355957
	Iteration 2F: 3 clusters Score -1993888 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1994126.875000 Penalty: 4775.355957
	Iteration 3Q: 3 clusters Score -1994127 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1994345.375000 Penalty: 4775.355957
	Iteration 4Q: 3 clusters Score -1994345 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1994551.375000 Penalty: 4775.355957
	Iteration 5Q: 3 clusters Score -1994551 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1994767.125000 Penalty: 4775.355957
	Iteration 6Q: 3 clusters Score -1994767 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1995067.375000 Penalty: 4775.355957
	Iteration 7Q: 3 clusters Score -1995067 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1995452.125000 Penalty: 4775.355957
	Iteration 8Q: 3 clusters Score -1995452 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1995951.625000 Penalty: 4775.355957
	Iteration 9F: 3 clusters Score -1995952 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1996497.250000 Penalty: 4775.355957
	Iteration 10F: 3 clusters Score -1996497 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1997088.250000 Penalty: 4775.355957
	Iteration 11F: 3 clusters Score -1997088 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1997622.500000 Penalty: 4775.355957
	Iteration 12Q: 3 clusters Score -1997622 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1998072.625000 Penalty: 4775.355957
	Iteration 13Q: 3 clusters Score -1998073 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1998411.375000 Penalty: 4775.355957
	Iteration 14Q: 3 clusters Score -1998411 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1998625.500000 Penalty: 4775.355957
	Iteration 15Q: 3 clusters Score -1998626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1998783.125000 Penalty: 4775.355957
	Iteration 16Q: 3 clusters Score -1998783 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1998889.000000 Penalty: 4775.355957
	Iteration 17Q: 3 clusters Score -1998889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1998960.875000 Penalty: 4775.355957
	Iteration 18Q: 3 clusters Score -1998961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1999002.625000 Penalty: 4775.355957
	Iteration 19Q: 3 clusters Score -1999003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1999032.125000 Penalty: 4775.355957
	Iteration 20F: 3 clusters Score -1999032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1999050.000000 Penalty: 4775.355957
	Iteration 21Q: 3 clusters Score -1999050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1999072.375000 Penalty: 4775.355957
	Iteration 22Q: 3 clusters Score -1999072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1999095.250000 Penalty: 4775.355957
	Iteration 23Q: 3 clusters Score -1999095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1999111.125000 Penalty: 4775.355957
	Iteration 24Q: 3 clusters Score -1999111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1999137.750000 Penalty: 4775.355957
	Iteration 25Q: 3 clusters Score -1999138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1999177.625000 Penalty: 4775.355957
	Iteration 26Q: 3 clusters Score -1999178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1999234.000000 Penalty: 4775.355957
	Iteration 27Q: 3 clusters Score -1999234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1999299.000000 Penalty: 4775.355957
	Iteration 28Q: 3 clusters Score -1999299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1999322.000000 Penalty: 4775.355957
	Iteration 29Q: 3 clusters Score -1999322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1999337.625000 Penalty: 4775.355957
	Iteration 30Q: 3 clusters Score -1999338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1999349.625000 Penalty: 4775.355957
	Iteration 31Q: 3 clusters Score -1999350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1999357.000000 Penalty: 4775.355957
	Iteration 32Q: 3 clusters Score -1999357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1999364.625000 Penalty: 4775.355957
	Iteration 33Q: 3 clusters Score -1999365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1999368.750000 Penalty: 4775.355957
	Iteration 34Q: 3 clusters Score -1999369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1999377.625000 Penalty: 4775.355957
	Iteration 35Q: 3 clusters Score -1999378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1999382.000000 Penalty: 4775.355957
	Iteration 36Q: 3 clusters Score -1999382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1999383.625000 Penalty: 4775.355957
	Iteration 37Q: 3 clusters Score -1999384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1999387.375000 Penalty: 4775.355957
	Iteration 38Q: 3 clusters Score -1999387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1999388.125000 Penalty: 4775.355957
	Iteration 39Q: 3 clusters Score -1999388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1999388.125000 Penalty: 4775.355957
	Iteration 40F: 3 clusters Score -1999388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (357264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357264 members 
Entering Unmasked Estep 
Score: -46292400.000000 Penalty: 3170.985107
	Iteration 0F: 2 clusters Score -4.62924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179352 members 
Mstep: Class 2 contains 177912 members 
Entering Unmasked Estep 
Score: -46083412.000000 Penalty: 6341.970215
	Iteration 0F: 3 clusters Score -4.608341e+07 nChanged 173553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198445 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -46186884.000000 Penalty: 6341.970215
	Iteration 1F: 3 clusters Score -4.618688e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209025 members 
Mstep: Class 2 contains 148239 members 
Entering Unmasked Estep 
Score: -46189552.000000 Penalty: 6341.970215
	Iteration 2Q: 3 clusters Score -4.618955e+07 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223206 members 
Mstep: Class 2 contains 134058 members 
Entering Unmasked Estep 
Score: -46194260.000000 Penalty: 6341.970215
	Iteration 3Q: 3 clusters Score -4.619426e+07 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240025 members 
Mstep: Class 2 contains 117239 members 
Entering Unmasked Estep 
Score: -46201720.000000 Penalty: 6341.970215
	Iteration 4F: 3 clusters Score -4.620172e+07 nChanged 22417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256314 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -46212824.000000 Penalty: 6341.970215
	Iteration 5F: 3 clusters Score -4.621282e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268162 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -46227812.000000 Penalty: 6341.970215
	Iteration 6F: 3 clusters Score -4.622781e+07 nChanged 20894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272264 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -46241028.000000 Penalty: 6341.970215
	Iteration 7F: 3 clusters Score -4.624103e+07 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270211 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -46247740.000000 Penalty: 6341.970215
	Iteration 8Q: 3 clusters Score -4.624774e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266458 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -46248712.000000 Penalty: 6341.970215
	Iteration 9Q: 3 clusters Score -4.624871e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262582 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -46248424.000000 Penalty: 6341.970215
	Iteration 10Q: 3 clusters Score -4.624842e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258386 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -46248192.000000 Penalty: 6341.970215
	Iteration 11Q: 3 clusters Score -4.624819e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253944 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -46247980.000000 Penalty: 6341.970215
	Iteration 12Q: 3 clusters Score -4.624798e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248993 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -46247808.000000 Penalty: 6341.970215
	Iteration 13Q: 3 clusters Score -4.624781e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243598 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -46248140.000000 Penalty: 6341.970215
	Iteration 14Q: 3 clusters Score -4.624814e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237881 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -46248144.000000 Penalty: 6341.970215
	Iteration 15Q: 3 clusters Score -4.624814e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231814 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -46248600.000000 Penalty: 6341.970215
	Iteration 16Q: 3 clusters Score -4.62486e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225711 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -46249120.000000 Penalty: 6341.970215
	Iteration 17Q: 3 clusters Score -4.624912e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219615 members 
Mstep: Class 2 contains 137649 members 
Entering Unmasked Estep 
Score: -46250212.000000 Penalty: 6341.970215
	Iteration 18Q: 3 clusters Score -4.625021e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213659 members 
Mstep: Class 2 contains 143605 members 
Entering Unmasked Estep 
Score: -46251248.000000 Penalty: 6341.970215
	Iteration 19Q: 3 clusters Score -4.625125e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207849 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -46252024.000000 Penalty: 6341.970215
	Iteration 20F: 3 clusters Score -4.625202e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202552 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -46253128.000000 Penalty: 6341.970215
	Iteration 21Q: 3 clusters Score -4.625313e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197831 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -46253448.000000 Penalty: 6341.970215
	Iteration 22Q: 3 clusters Score -4.625345e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193400 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -46253916.000000 Penalty: 6341.970215
	Iteration 23Q: 3 clusters Score -4.625392e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189399 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -46254552.000000 Penalty: 6341.970215
	Iteration 24Q: 3 clusters Score -4.625455e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185602 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -46254864.000000 Penalty: 6341.970215
	Iteration 25Q: 3 clusters Score -4.625486e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181656 members 
Mstep: Class 2 contains 175608 members 
Entering Unmasked Estep 
Score: -46254980.000000 Penalty: 6341.970215
	Iteration 26Q: 3 clusters Score -4.625498e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177548 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -46255120.000000 Penalty: 6341.970215
	Iteration 27Q: 3 clusters Score -4.625512e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 184078 members 
Entering Unmasked Estep 
Score: -46255340.000000 Penalty: 6341.970215
	Iteration 28Q: 3 clusters Score -4.625534e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 188956 members 
Entering Unmasked Estep 
Score: -46255456.000000 Penalty: 6341.970215
	Iteration 29Q: 3 clusters Score -4.625546e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 194399 members 
Entering Unmasked Estep 
Score: -46255596.000000 Penalty: 6341.970215
	Iteration 30Q: 3 clusters Score -4.62556e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 201069 members 
Entering Unmasked Estep 
Score: -46255640.000000 Penalty: 6341.970215
	Iteration 31Q: 3 clusters Score -4.625564e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 209536 members 
Entering Unmasked Estep 
Score: -46255952.000000 Penalty: 6341.970215
	Iteration 32Q: 3 clusters Score -4.625595e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 220238 members 
Entering Unmasked Estep 
Score: -46256072.000000 Penalty: 6341.970215
	Iteration 33Q: 3 clusters Score -4.625607e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 233759 members 
Entering Unmasked Estep 
Score: -46256452.000000 Penalty: 6341.970215
	Iteration 34Q: 3 clusters Score -4.625645e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 249725 members 
Entering Unmasked Estep 
Score: -46257628.000000 Penalty: 6341.970215
	Iteration 35Q: 3 clusters Score -4.625763e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 267115 members 
Entering Unmasked Estep 
Score: -46260392.000000 Penalty: 6341.970215
	Iteration 36Q: 3 clusters Score -4.626039e+07 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 284655 members 
Entering Unmasked Estep 
Score: -46263080.000000 Penalty: 6341.970215
	Iteration 37Q: 3 clusters Score -4.626308e+07 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 299752 members 
Entering Unmasked Estep 
Score: -46263812.000000 Penalty: 6341.970215
	Iteration 38Q: 3 clusters Score -4.626381e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 311452 members 
Entering Unmasked Estep 
Score: -46264236.000000 Penalty: 6341.970215
	Iteration 39Q: 3 clusters Score -4.626424e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 319793 members 
Entering Unmasked Estep 
Score: -46273540.000000 Penalty: 6341.970215
	Iteration 40F: 3 clusters Score -4.627354e+07 nChanged 17012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 336805 members 
Entering Unmasked Estep 
Score: -46281008.000000 Penalty: 6341.970215
	Iteration 41Q: 3 clusters Score -4.628101e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 347139 members 
Entering Unmasked Estep 
Score: -46285684.000000 Penalty: 6341.970215
	Iteration 42Q: 3 clusters Score -4.628568e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 352424 members 
Entering Unmasked Estep 
Score: -46288136.000000 Penalty: 6341.970215
	Iteration 43Q: 3 clusters Score -4.628814e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 354948 members 
Entering Unmasked Estep 
Score: -46288620.000000 Penalty: 6341.970215
	Iteration 44Q: 3 clusters Score -4.628862e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 356028 members 
Entering Unmasked Estep 
Score: -46289140.000000 Penalty: 6341.970215
	Iteration 45Q: 3 clusters Score -4.628914e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 356460 members 
Entering Unmasked Estep 
Score: -46289432.000000 Penalty: 6341.970215
	Iteration 46Q: 3 clusters Score -4.628943e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 356682 members 
Entering Unmasked Estep 
Score: -46289660.000000 Penalty: 6341.970215
	Iteration 47Q: 3 clusters Score -4.628966e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 356783 members 
Entering Unmasked Estep 
Score: -46289704.000000 Penalty: 6341.970215
	Iteration 48Q: 3 clusters Score -4.62897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 356827 members 
Entering Unmasked Estep 
Score: -46289696.000000 Penalty: 6341.970215
	Iteration 49Q: 3 clusters Score -4.62897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 356853 members 
Entering Unmasked Estep 
Score: -46289692.000000 Penalty: 6341.970215
	Iteration 50Q: 3 clusters Score -4.628969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 356871 members 
Entering Unmasked Estep 
Score: -46289720.000000 Penalty: 6341.970215
	Iteration 51Q: 3 clusters Score -4.628972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356882 members 
Entering Unmasked Estep 
Score: -46289732.000000 Penalty: 6341.970215
	Iteration 52Q: 3 clusters Score -4.628973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 356891 members 
Entering Unmasked Estep 
Score: -46289768.000000 Penalty: 6341.970215
	Iteration 53Q: 3 clusters Score -4.628977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 356900 members 
Entering Unmasked Estep 
Score: -46289748.000000 Penalty: 6341.970215
	Iteration 54Q: 3 clusters Score -4.628975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356904 members 
Entering Unmasked Estep 
Score: -46289784.000000 Penalty: 6341.970215
	Iteration 55Q: 3 clusters Score -4.628978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 356909 members 
Entering Unmasked Estep 
Score: -46289788.000000 Penalty: 6341.970215
	Iteration 56Q: 3 clusters Score -4.628979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 356912 members 
Entering Unmasked Estep 
Score: -46289772.000000 Penalty: 6341.970215
	Iteration 57Q: 3 clusters Score -4.628977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 356914 members 
Entering Unmasked Estep 
Score: -46289788.000000 Penalty: 6341.970215
	Iteration 58Q: 3 clusters Score -4.628979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 356914 members 
Entering Unmasked Estep 
Score: -46289788.000000 Penalty: 6341.970215
	Iteration 59F: 3 clusters Score -4.628979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Entering Unmasked Estep 
Score: -1910828.750000 Penalty: 2387.220215
	Iteration 0F: 2 clusters Score -1910829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1899929.125000 Penalty: 4774.440430
	Iteration 0F: 3 clusters Score -1899929 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1903354.625000 Penalty: 4774.440430
	Iteration 1F: 3 clusters Score -1903355 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1903694.875000 Penalty: 4774.440430
	Iteration 2F: 3 clusters Score -1903695 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1903962.000000 Penalty: 4774.440430
	Iteration 3Q: 3 clusters Score -1903962 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1904178.250000 Penalty: 4774.440430
	Iteration 4Q: 3 clusters Score -1904178 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1904371.625000 Penalty: 4774.440430
	Iteration 5Q: 3 clusters Score -1904372 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1904576.625000 Penalty: 4774.440430
	Iteration 6Q: 3 clusters Score -1904577 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1904820.750000 Penalty: 4774.440430
	Iteration 7Q: 3 clusters Score -1904821 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1905103.250000 Penalty: 4774.440430
	Iteration 8Q: 3 clusters Score -1905103 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1905465.625000 Penalty: 4774.440430
	Iteration 9Q: 3 clusters Score -1905466 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1905898.250000 Penalty: 4774.440430
	Iteration 10Q: 3 clusters Score -1905898 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1906372.250000 Penalty: 4774.440430
	Iteration 11Q: 3 clusters Score -1906372 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1906890.375000 Penalty: 4774.440430
	Iteration 12Q: 3 clusters Score -1906890 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1907340.125000 Penalty: 4774.440430
	Iteration 13Q: 3 clusters Score -1907340 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1907734.375000 Penalty: 4774.440430
	Iteration 14Q: 3 clusters Score -1907734 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1908027.000000 Penalty: 4774.440430
	Iteration 15Q: 3 clusters Score -1908027 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1908249.000000 Penalty: 4774.440430
	Iteration 16Q: 3 clusters Score -1908249 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1908397.000000 Penalty: 4774.440430
	Iteration 17Q: 3 clusters Score -1908397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1908476.250000 Penalty: 4774.440430
	Iteration 18Q: 3 clusters Score -1908476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1908529.250000 Penalty: 4774.440430
	Iteration 19Q: 3 clusters Score -1908529 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1908593.750000 Penalty: 4774.440430
	Iteration 20F: 3 clusters Score -1908594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1908624.375000 Penalty: 4774.440430
	Iteration 21Q: 3 clusters Score -1908624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1908656.500000 Penalty: 4774.440430
	Iteration 22Q: 3 clusters Score -1908656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1908677.000000 Penalty: 4774.440430
	Iteration 23Q: 3 clusters Score -1908677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1908693.875000 Penalty: 4774.440430
	Iteration 24Q: 3 clusters Score -1908694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1908706.125000 Penalty: 4774.440430
	Iteration 25Q: 3 clusters Score -1908706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1908719.875000 Penalty: 4774.440430
	Iteration 26Q: 3 clusters Score -1908720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1908724.375000 Penalty: 4774.440430
	Iteration 27Q: 3 clusters Score -1908724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1908732.000000 Penalty: 4774.440430
	Iteration 28Q: 3 clusters Score -1908732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1908736.000000 Penalty: 4774.440430
	Iteration 29Q: 3 clusters Score -1908736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1908741.500000 Penalty: 4774.440430
	Iteration 30Q: 3 clusters Score -1908742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1908746.375000 Penalty: 4774.440430
	Iteration 31Q: 3 clusters Score -1908746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1908751.375000 Penalty: 4774.440430
	Iteration 32Q: 3 clusters Score -1908751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1908750.625000 Penalty: 4774.440430
	Iteration 33Q: 3 clusters Score -1908751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1908754.500000 Penalty: 4774.440430
	Iteration 34Q: 3 clusters Score -1908754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1908761.250000 Penalty: 4774.440430
	Iteration 35Q: 3 clusters Score -1908761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1908767.750000 Penalty: 4774.440430
	Iteration 36Q: 3 clusters Score -1908768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1908772.000000 Penalty: 4774.440430
	Iteration 37Q: 3 clusters Score -1908772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1908784.250000 Penalty: 4774.440430
	Iteration 38Q: 3 clusters Score -1908784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1908783.125000 Penalty: 4774.440430
	Iteration 39Q: 3 clusters Score -1908783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1908785.250000 Penalty: 4774.440430
	Iteration 40F: 3 clusters Score -1908785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1908792.125000 Penalty: 4774.440430
	Iteration 41Q: 3 clusters Score -1908792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1908800.000000 Penalty: 4774.440430
	Iteration 42Q: 3 clusters Score -1908800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1908814.500000 Penalty: 4774.440430
	Iteration 43Q: 3 clusters Score -1908814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1908817.500000 Penalty: 4774.440430
	Iteration 44Q: 3 clusters Score -1908818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1908819.500000 Penalty: 4774.440430
	Iteration 45Q: 3 clusters Score -1908820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1908823.125000 Penalty: 4774.440430
	Iteration 46Q: 3 clusters Score -1908823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1908827.500000 Penalty: 4774.440430
	Iteration 47Q: 3 clusters Score -1908828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1908830.125000 Penalty: 4774.440430
	Iteration 48Q: 3 clusters Score -1908830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1908830.125000 Penalty: 4774.440430
	Iteration 49F: 3 clusters Score -1908830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -816252.187500 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -816252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -810462.875000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -810462.9 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -812143.312500 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -812143.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -812516.500000 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -812516.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -812799.687500 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -812799.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -813105.687500 Penalty: 4394.666504
	Iteration 4F: 3 clusters Score -813105.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -813400.812500 Penalty: 4394.666504
	Iteration 5F: 3 clusters Score -813400.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -813699.187500 Penalty: 4394.666504
	Iteration 6F: 3 clusters Score -813699.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -813944.375000 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -813944.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -814132.437500 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -814132.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -814251.500000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -814251.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -814338.500000 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -814338.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -814410.375000 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -814410.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -814473.937500 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -814473.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -814533.187500 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -814533.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -814576.125000 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -814576.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -814621.375000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -814621.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -814655.062500 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -814655.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -814690.812500 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -814690.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -814727.687500 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -814727.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -814761.062500 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -814761.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -814791.687500 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -814791.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -814818.875000 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -814818.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -814860.875000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -814860.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -814882.625000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -814882.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -814895.000000 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -814895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -814908.000000 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -814908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -814924.500000 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -814924.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -814935.625000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -814935.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -814945.187500 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -814945.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -814956.062500 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -814956.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -814964.375000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -814964.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -814968.375000 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -814968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -814976.125000 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -814976.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -814986.437500 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -814986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -814990.375000 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -814990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -815000.500000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -815000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -815004.875000 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -815004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -815011.250000 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -815011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -815012.500000 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -815012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -815013.250000 Penalty: 4394.666504
	Iteration 39Q: 3 clusters Score -815013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -815013.875000 Penalty: 4394.666504
	Iteration 40F: 3 clusters Score -815013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -815013.500000 Penalty: 4394.666504
	Iteration 41Q: 3 clusters Score -815013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -815013.500000 Penalty: 4394.666504
	Iteration 42F: 3 clusters Score -815013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Entering Unmasked Estep 
Score: -5845216.500000 Penalty: 2661.956787
	Iteration 0F: 2 clusters Score -5845216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5814430.000000 Penalty: 5323.913574
	Iteration 0F: 3 clusters Score -5814430 nChanged 21023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -5825699.500000 Penalty: 5323.913574
	Iteration 1F: 3 clusters Score -5825700 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5826268.000000 Penalty: 5323.913574
	Iteration 2Q: 3 clusters Score -5826268 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5826853.000000 Penalty: 5323.913574
	Iteration 3Q: 3 clusters Score -5826853 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5827503.000000 Penalty: 5323.913574
	Iteration 4Q: 3 clusters Score -5827503 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5828406.500000 Penalty: 5323.913574
	Iteration 5Q: 3 clusters Score -5828406 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5829642.500000 Penalty: 5323.913574
	Iteration 6F: 3 clusters Score -5829642 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5831591.000000 Penalty: 5323.913574
	Iteration 7F: 3 clusters Score -5831591 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5834255.500000 Penalty: 5323.913574
	Iteration 8F: 3 clusters Score -5834256 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5837048.500000 Penalty: 5323.913574
	Iteration 9F: 3 clusters Score -5837048 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5839458.000000 Penalty: 5323.913574
	Iteration 10F: 3 clusters Score -5839458 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5841175.000000 Penalty: 5323.913574
	Iteration 11Q: 3 clusters Score -5841175 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5842096.000000 Penalty: 5323.913574
	Iteration 12Q: 3 clusters Score -5842096 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5842517.000000 Penalty: 5323.913574
	Iteration 13Q: 3 clusters Score -5842517 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5842704.500000 Penalty: 5323.913574
	Iteration 14Q: 3 clusters Score -5842704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5842813.500000 Penalty: 5323.913574
	Iteration 15Q: 3 clusters Score -5842814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5842856.500000 Penalty: 5323.913574
	Iteration 16Q: 3 clusters Score -5842856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5842902.500000 Penalty: 5323.913574
	Iteration 17Q: 3 clusters Score -5842902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5842920.500000 Penalty: 5323.913574
	Iteration 18Q: 3 clusters Score -5842920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5842938.000000 Penalty: 5323.913574
	Iteration 19Q: 3 clusters Score -5842938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5842946.500000 Penalty: 5323.913574
	Iteration 20F: 3 clusters Score -5842946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5842954.000000 Penalty: 5323.913574
	Iteration 21Q: 3 clusters Score -5842954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5842962.000000 Penalty: 5323.913574
	Iteration 22Q: 3 clusters Score -5842962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5842962.500000 Penalty: 5323.913574
	Iteration 23Q: 3 clusters Score -5842962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5842966.500000 Penalty: 5323.913574
	Iteration 24Q: 3 clusters Score -5842966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5842966.500000 Penalty: 5323.913574
	Iteration 25F: 3 clusters Score -5842966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1527984.125000 Penalty: 2325.106934
	Iteration 0F: 2 clusters Score -1527984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1519134.375000 Penalty: 4650.213867
	Iteration 0F: 3 clusters Score -1519134 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1522132.875000 Penalty: 4650.213867
	Iteration 1F: 3 clusters Score -1522133 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1523345.125000 Penalty: 4650.213867
	Iteration 2F: 3 clusters Score -1523345 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1524929.125000 Penalty: 4650.213867
	Iteration 3F: 3 clusters Score -1524929 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1526307.750000 Penalty: 4650.213867
	Iteration 4F: 3 clusters Score -1526308 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1527044.750000 Penalty: 4650.213867
	Iteration 5F: 3 clusters Score -1527045 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1527438.250000 Penalty: 4650.213867
	Iteration 6Q: 3 clusters Score -1527438 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1527640.250000 Penalty: 4650.213867
	Iteration 7Q: 3 clusters Score -1527640 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1527769.625000 Penalty: 4650.213867
	Iteration 8Q: 3 clusters Score -1527770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1527864.500000 Penalty: 4650.213867
	Iteration 9Q: 3 clusters Score -1527864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1527936.375000 Penalty: 4650.213867
	Iteration 10Q: 3 clusters Score -1527936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1528005.750000 Penalty: 4650.213867
	Iteration 11Q: 3 clusters Score -1528006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1528100.375000 Penalty: 4650.213867
	Iteration 12Q: 3 clusters Score -1528100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1528253.250000 Penalty: 4650.213867
	Iteration 13Q: 3 clusters Score -1528253 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1528440.875000 Penalty: 4650.213867
	Iteration 14Q: 3 clusters Score -1528441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1528630.125000 Penalty: 4650.213867
	Iteration 15Q: 3 clusters Score -1528630 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1528776.125000 Penalty: 4650.213867
	Iteration 16Q: 3 clusters Score -1528776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1528849.375000 Penalty: 4650.213867
	Iteration 17Q: 3 clusters Score -1528849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1528887.500000 Penalty: 4650.213867
	Iteration 18Q: 3 clusters Score -1528888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1528905.750000 Penalty: 4650.213867
	Iteration 19Q: 3 clusters Score -1528906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1528904.750000 Penalty: 4650.213867
	Iteration 20F: 3 clusters Score -1528905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1528909.125000 Penalty: 4650.213867
	Iteration 21Q: 3 clusters Score -1528909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1528914.625000 Penalty: 4650.213867
	Iteration 22Q: 3 clusters Score -1528915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1528919.375000 Penalty: 4650.213867
	Iteration 23Q: 3 clusters Score -1528919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1528921.875000 Penalty: 4650.213867
	Iteration 24Q: 3 clusters Score -1528922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1528922.125000 Penalty: 4650.213867
	Iteration 25Q: 3 clusters Score -1528922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1528922.000000 Penalty: 4650.213867
	Iteration 26Q: 3 clusters Score -1528922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1528923.125000 Penalty: 4650.213867
	Iteration 27Q: 3 clusters Score -1528923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1528923.000000 Penalty: 4650.213867
	Iteration 28Q: 3 clusters Score -1528923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1528925.250000 Penalty: 4650.213867
	Iteration 29Q: 3 clusters Score -1528925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1528925.250000 Penalty: 4650.213867
	Iteration 30F: 3 clusters Score -1528925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 20915 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357264 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 45876 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 55266 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 48375 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 43898 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 9797 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17436 members 
Mstep: Class 32 contains 7043 members 
Entering Unmasked Estep 
Score: -104943240.000000 Penalty: 108252.726562
Splitting cluster 16 changes total score from -104942808.000000 to -104943240.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -1262531.750000 Penalty: 2301.082764
	Iteration 0F: 2 clusters Score -1262532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1254355.875000 Penalty: 4602.165527
	Iteration 0F: 3 clusters Score -1254356 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1256799.500000 Penalty: 4602.165527
	Iteration 1F: 3 clusters Score -1256800 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1257202.250000 Penalty: 4602.165527
	Iteration 2F: 3 clusters Score -1257202 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1257515.625000 Penalty: 4602.165527
	Iteration 3F: 3 clusters Score -1257516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1257799.750000 Penalty: 4602.165527
	Iteration 4Q: 3 clusters Score -1257800 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1258127.500000 Penalty: 4602.165527
	Iteration 5Q: 3 clusters Score -1258128 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1258497.500000 Penalty: 4602.165527
	Iteration 6Q: 3 clusters Score -1258498 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1258842.750000 Penalty: 4602.165527
	Iteration 7Q: 3 clusters Score -1258843 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1259167.250000 Penalty: 4602.165527
	Iteration 8Q: 3 clusters Score -1259167 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1259480.625000 Penalty: 4602.165527
	Iteration 9Q: 3 clusters Score -1259481 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1259761.625000 Penalty: 4602.165527
	Iteration 10Q: 3 clusters Score -1259762 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1260032.750000 Penalty: 4602.165527
	Iteration 11Q: 3 clusters Score -1260033 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1260286.625000 Penalty: 4602.165527
	Iteration 12Q: 3 clusters Score -1260287 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1260524.500000 Penalty: 4602.165527
	Iteration 13Q: 3 clusters Score -1260524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1260709.000000 Penalty: 4602.165527
	Iteration 14Q: 3 clusters Score -1260709 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1260862.250000 Penalty: 4602.165527
	Iteration 15Q: 3 clusters Score -1260862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1260987.375000 Penalty: 4602.165527
	Iteration 16Q: 3 clusters Score -1260987 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1261083.375000 Penalty: 4602.165527
	Iteration 17Q: 3 clusters Score -1261083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1261158.250000 Penalty: 4602.165527
	Iteration 18Q: 3 clusters Score -1261158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1261227.125000 Penalty: 4602.165527
	Iteration 19Q: 3 clusters Score -1261227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1261291.000000 Penalty: 4602.165527
	Iteration 20F: 3 clusters Score -1261291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1261338.125000 Penalty: 4602.165527
	Iteration 21Q: 3 clusters Score -1261338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1261378.125000 Penalty: 4602.165527
	Iteration 22Q: 3 clusters Score -1261378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1261411.000000 Penalty: 4602.165527
	Iteration 23Q: 3 clusters Score -1261411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1261427.125000 Penalty: 4602.165527
	Iteration 24Q: 3 clusters Score -1261427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1261438.750000 Penalty: 4602.165527
	Iteration 25Q: 3 clusters Score -1261439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1261451.000000 Penalty: 4602.165527
	Iteration 26Q: 3 clusters Score -1261451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1261460.750000 Penalty: 4602.165527
	Iteration 27Q: 3 clusters Score -1261461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1261469.125000 Penalty: 4602.165527
	Iteration 28Q: 3 clusters Score -1261469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1261476.250000 Penalty: 4602.165527
	Iteration 29Q: 3 clusters Score -1261476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1261481.125000 Penalty: 4602.165527
	Iteration 30Q: 3 clusters Score -1261481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1261484.125000 Penalty: 4602.165527
	Iteration 31Q: 3 clusters Score -1261484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1261485.625000 Penalty: 4602.165527
	Iteration 32Q: 3 clusters Score -1261486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1261487.125000 Penalty: 4602.165527
	Iteration 33Q: 3 clusters Score -1261487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1261488.000000 Penalty: 4602.165527
	Iteration 34Q: 3 clusters Score -1261488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1261490.500000 Penalty: 4602.165527
	Iteration 35Q: 3 clusters Score -1261490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1261490.375000 Penalty: 4602.165527
	Iteration 36Q: 3 clusters Score -1261490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1261494.125000 Penalty: 4602.165527
	Iteration 37Q: 3 clusters Score -1261494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1261495.500000 Penalty: 4602.165527
	Iteration 38Q: 3 clusters Score -1261496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1261501.750000 Penalty: 4602.165527
	Iteration 39Q: 3 clusters Score -1261502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1261506.375000 Penalty: 4602.165527
	Iteration 40F: 3 clusters Score -1261506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1261506.000000 Penalty: 4602.165527
	Iteration 41Q: 3 clusters Score -1261506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1261506.250000 Penalty: 4602.165527
	Iteration 42Q: 3 clusters Score -1261506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1261507.375000 Penalty: 4602.165527
	Iteration 43Q: 3 clusters Score -1261507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1261507.375000 Penalty: 4602.165527
	Iteration 44F: 3 clusters Score -1261507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -442395.125000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -442395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -438475.593750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -438475.6 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -439553.375000 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -439553.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -439886.500000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -439886.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -440051.406250 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -440051.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -440162.031250 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -440162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -440246.875000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -440246.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -440309.781250 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -440309.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -440370.250000 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -440370.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -440417.187500 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -440417.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -440458.125000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -440458.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -440495.875000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -440495.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -440531.812500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -440531.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440559.031250 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -440559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -440593.562500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -440593.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -440631.343750 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -440631.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -440674.000000 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -440674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -440716.031250 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -440716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -440759.718750 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -440759.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -440795.218750 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -440795.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -440827.656250 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -440827.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -440853.500000 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -440853.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -440876.156250 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -440876.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -440898.437500 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -440898.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -440927.500000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -440927.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -440955.875000 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -440955.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -440982.531250 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -440982.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -441014.031250 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -441014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -441046.375000 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -441046.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -441082.406250 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -441082.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -441117.500000 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -441117.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -441156.843750 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -441156.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -441203.625000 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -441203.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -441258.656250 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -441258.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -441312.906250 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -441312.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -441372.281250 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -441372.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -441465.031250 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -441465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -441550.250000 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -441550.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -441614.656250 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -441614.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -441667.093750 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -441667.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -441702.718750 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -441702.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441737.593750 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -441737.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -441759.906250 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -441759.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -441772.968750 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -441773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -441785.468750 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -441785.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -441794.656250 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -441794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -441803.812500 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -441803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441810.218750 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -441810.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -441813.625000 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -441813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -441817.375000 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -441817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -441821.031250 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -441821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -441823.250000 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -441823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -441824.375000 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -441824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -441825.062500 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -441825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -441826.000000 Penalty: 4120.132324
	Iteration 53Q: 3 clusters Score -441826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -441826.000000 Penalty: 4120.132324
	Iteration 54F: 3 clusters Score -441826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Entering Unmasked Estep 
Score: -6615665.500000 Penalty: 2708.138428
	Iteration 0F: 2 clusters Score -6615666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6578457.000000 Penalty: 5416.276855
	Iteration 0F: 3 clusters Score -6578457 nChanged 25684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -6593388.500000 Penalty: 5416.276855
	Iteration 1F: 3 clusters Score -6593388 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6594398.000000 Penalty: 5416.276855
	Iteration 2Q: 3 clusters Score -6594398 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6595452.500000 Penalty: 5416.276855
	Iteration 3Q: 3 clusters Score -6595452 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -6596614.500000 Penalty: 5416.276855
	Iteration 4Q: 3 clusters Score -6596614 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6597974.000000 Penalty: 5416.276855
	Iteration 5F: 3 clusters Score -6597974 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -6599440.000000 Penalty: 5416.276855
	Iteration 6Q: 3 clusters Score -6599440 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6600924.500000 Penalty: 5416.276855
	Iteration 7Q: 3 clusters Score -6600924 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -6602315.500000 Penalty: 5416.276855
	Iteration 8Q: 3 clusters Score -6602316 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -6603692.000000 Penalty: 5416.276855
	Iteration 9Q: 3 clusters Score -6603692 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6604869.500000 Penalty: 5416.276855
	Iteration 10Q: 3 clusters Score -6604870 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -6605822.000000 Penalty: 5416.276855
	Iteration 11Q: 3 clusters Score -6605822 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -6606552.500000 Penalty: 5416.276855
	Iteration 12Q: 3 clusters Score -6606552 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6607132.500000 Penalty: 5416.276855
	Iteration 13Q: 3 clusters Score -6607132 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6607567.000000 Penalty: 5416.276855
	Iteration 14Q: 3 clusters Score -6607567 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -6608019.000000 Penalty: 5416.276855
	Iteration 15Q: 3 clusters Score -6608019 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6608421.500000 Penalty: 5416.276855
	Iteration 16Q: 3 clusters Score -6608422 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6608824.000000 Penalty: 5416.276855
	Iteration 17Q: 3 clusters Score -6608824 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -6609272.000000 Penalty: 5416.276855
	Iteration 18Q: 3 clusters Score -6609272 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -6609714.500000 Penalty: 5416.276855
	Iteration 19Q: 3 clusters Score -6609714 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -6610190.500000 Penalty: 5416.276855
	Iteration 20F: 3 clusters Score -6610190 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6610669.500000 Penalty: 5416.276855
	Iteration 21Q: 3 clusters Score -6610670 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6611143.500000 Penalty: 5416.276855
	Iteration 22Q: 3 clusters Score -6611144 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -6611508.500000 Penalty: 5416.276855
	Iteration 23Q: 3 clusters Score -6611508 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6611877.000000 Penalty: 5416.276855
	Iteration 24Q: 3 clusters Score -6611877 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -6612189.500000 Penalty: 5416.276855
	Iteration 25Q: 3 clusters Score -6612190 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -6612434.500000 Penalty: 5416.276855
	Iteration 26Q: 3 clusters Score -6612434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -6612649.500000 Penalty: 5416.276855
	Iteration 27Q: 3 clusters Score -6612650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6612810.000000 Penalty: 5416.276855
	Iteration 28Q: 3 clusters Score -6612810 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6612905.500000 Penalty: 5416.276855
	Iteration 29Q: 3 clusters Score -6612906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6613032.500000 Penalty: 5416.276855
	Iteration 30Q: 3 clusters Score -6613032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -6613103.500000 Penalty: 5416.276855
	Iteration 31Q: 3 clusters Score -6613104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6613179.000000 Penalty: 5416.276855
	Iteration 32Q: 3 clusters Score -6613179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -6613226.500000 Penalty: 5416.276855
	Iteration 33Q: 3 clusters Score -6613226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -6613276.500000 Penalty: 5416.276855
	Iteration 34Q: 3 clusters Score -6613276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -6613323.500000 Penalty: 5416.276855
	Iteration 35Q: 3 clusters Score -6613324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -6613346.000000 Penalty: 5416.276855
	Iteration 36Q: 3 clusters Score -6613346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6613362.000000 Penalty: 5416.276855
	Iteration 37Q: 3 clusters Score -6613362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -6613391.000000 Penalty: 5416.276855
	Iteration 38Q: 3 clusters Score -6613391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -6613410.500000 Penalty: 5416.276855
	Iteration 39Q: 3 clusters Score -6613410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -6613423.000000 Penalty: 5416.276855
	Iteration 40F: 3 clusters Score -6613423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -6613426.500000 Penalty: 5416.276855
	Iteration 41Q: 3 clusters Score -6613426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -6613421.500000 Penalty: 5416.276855
	Iteration 42Q: 3 clusters Score -6613422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -6613434.500000 Penalty: 5416.276855
	Iteration 43Q: 3 clusters Score -6613434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6613438.500000 Penalty: 5416.276855
	Iteration 44Q: 3 clusters Score -6613438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -6613445.000000 Penalty: 5416.276855
	Iteration 45Q: 3 clusters Score -6613445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6613444.000000 Penalty: 5416.276855
	Iteration 46Q: 3 clusters Score -6613444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6613440.000000 Penalty: 5416.276855
	Iteration 47Q: 3 clusters Score -6613440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6613445.500000 Penalty: 5416.276855
	Iteration 48Q: 3 clusters Score -6613446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6613445.500000 Penalty: 5416.276855
	Iteration 49F: 3 clusters Score -6613446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -587724.000000 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -587724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -583390.187500 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -583390.2 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -584418.812500 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -584418.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -584682.687500 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -584682.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -584906.562500 Penalty: 4196.363770
	Iteration 3F: 3 clusters Score -584906.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -585127.750000 Penalty: 4196.363770
	Iteration 4F: 3 clusters Score -585127.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -585330.187500 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -585330.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -585512.750000 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -585512.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -585666.875000 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -585666.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -585808.500000 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -585808.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -585932.500000 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -585932.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -586015.437500 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -586015.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -586077.812500 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -586077.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -586127.000000 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -586127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -586175.312500 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -586175.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -586226.125000 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -586226.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -586265.687500 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -586265.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -586301.875000 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -586301.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -586325.250000 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -586325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -586346.062500 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -586346.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -586359.625000 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -586359.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -586373.687500 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -586373.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -586386.625000 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -586386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -586396.437500 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -586396.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -586408.750000 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -586408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -586419.375000 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -586419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -586428.125000 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -586428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -586437.375000 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -586437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -586444.312500 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -586444.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -586452.000000 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -586452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -586460.937500 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -586460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -586466.812500 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -586466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -586468.625000 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -586468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -586470.562500 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -586470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -586472.875000 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -586472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -586473.750000 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -586473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -586475.312500 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -586475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -586478.875000 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -586478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -586482.375000 Penalty: 4196.363770
	Iteration 37Q: 3 clusters Score -586482.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -586486.562500 Penalty: 4196.363770
	Iteration 38Q: 3 clusters Score -586486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -586489.937500 Penalty: 4196.363770
	Iteration 39Q: 3 clusters Score -586489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -586491.062500 Penalty: 4196.363770
	Iteration 40F: 3 clusters Score -586491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -586493.312500 Penalty: 4196.363770
	Iteration 41Q: 3 clusters Score -586493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -586498.500000 Penalty: 4196.363770
	Iteration 42Q: 3 clusters Score -586498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -586506.812500 Penalty: 4196.363770
	Iteration 43Q: 3 clusters Score -586506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -586513.562500 Penalty: 4196.363770
	Iteration 44Q: 3 clusters Score -586513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -586518.187500 Penalty: 4196.363770
	Iteration 45Q: 3 clusters Score -586518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -586520.937500 Penalty: 4196.363770
	Iteration 46Q: 3 clusters Score -586520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -586522.562500 Penalty: 4196.363770
	Iteration 47Q: 3 clusters Score -586522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -586523.250000 Penalty: 4196.363770
	Iteration 48Q: 3 clusters Score -586523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -586523.250000 Penalty: 4196.363770
	Iteration 49F: 3 clusters Score -586523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Entering Unmasked Estep 
Score: -6354231.000000 Penalty: 2675.111084
	Iteration 0F: 2 clusters Score -6354231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -6321421.000000 Penalty: 5350.222168
	Iteration 0F: 3 clusters Score -6321421 nChanged 22407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6334070.000000 Penalty: 5350.222168
	Iteration 1F: 3 clusters Score -6334070 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6334780.500000 Penalty: 5350.222168
	Iteration 2Q: 3 clusters Score -6334780 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -6335628.500000 Penalty: 5350.222168
	Iteration 3Q: 3 clusters Score -6335628 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -6336646.500000 Penalty: 5350.222168
	Iteration 4Q: 3 clusters Score -6336646 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6338163.500000 Penalty: 5350.222168
	Iteration 5F: 3 clusters Score -6338164 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -6340372.500000 Penalty: 5350.222168
	Iteration 6F: 3 clusters Score -6340372 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -6343255.000000 Penalty: 5350.222168
	Iteration 7F: 3 clusters Score -6343255 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -6346363.500000 Penalty: 5350.222168
	Iteration 8F: 3 clusters Score -6346364 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6348804.000000 Penalty: 5350.222168
	Iteration 9F: 3 clusters Score -6348804 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6350312.000000 Penalty: 5350.222168
	Iteration 10Q: 3 clusters Score -6350312 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6351137.500000 Penalty: 5350.222168
	Iteration 11Q: 3 clusters Score -6351138 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6351549.000000 Penalty: 5350.222168
	Iteration 12Q: 3 clusters Score -6351549 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6351778.500000 Penalty: 5350.222168
	Iteration 13Q: 3 clusters Score -6351778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6351890.000000 Penalty: 5350.222168
	Iteration 14Q: 3 clusters Score -6351890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6351960.000000 Penalty: 5350.222168
	Iteration 15Q: 3 clusters Score -6351960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6352002.500000 Penalty: 5350.222168
	Iteration 16Q: 3 clusters Score -6352002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6352024.500000 Penalty: 5350.222168
	Iteration 17Q: 3 clusters Score -6352024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6352038.500000 Penalty: 5350.222168
	Iteration 18Q: 3 clusters Score -6352038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6352052.000000 Penalty: 5350.222168
	Iteration 19Q: 3 clusters Score -6352052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6352066.000000 Penalty: 5350.222168
	Iteration 20F: 3 clusters Score -6352066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6352070.500000 Penalty: 5350.222168
	Iteration 21Q: 3 clusters Score -6352070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6352070.000000 Penalty: 5350.222168
	Iteration 22Q: 3 clusters Score -6352070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6352079.000000 Penalty: 5350.222168
	Iteration 23Q: 3 clusters Score -6352079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6352092.500000 Penalty: 5350.222168
	Iteration 24Q: 3 clusters Score -6352092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6352092.000000 Penalty: 5350.222168
	Iteration 25Q: 3 clusters Score -6352092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6352100.000000 Penalty: 5350.222168
	Iteration 26Q: 3 clusters Score -6352100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6352099.500000 Penalty: 5350.222168
	Iteration 27Q: 3 clusters Score -6352100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6352105.500000 Penalty: 5350.222168
	Iteration 28Q: 3 clusters Score -6352106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6352106.000000 Penalty: 5350.222168
	Iteration 29Q: 3 clusters Score -6352106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6352106.000000 Penalty: 5350.222168
	Iteration 30Q: 3 clusters Score -6352106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6352111.500000 Penalty: 5350.222168
	Iteration 31Q: 3 clusters Score -6352112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6352111.000000 Penalty: 5350.222168
	Iteration 32Q: 3 clusters Score -6352111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6352105.500000 Penalty: 5350.222168
	Iteration 33Q: 3 clusters Score -6352106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6352115.000000 Penalty: 5350.222168
	Iteration 34Q: 3 clusters Score -6352115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6352128.500000 Penalty: 5350.222168
	Iteration 35Q: 3 clusters Score -6352128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6352132.000000 Penalty: 5350.222168
	Iteration 36Q: 3 clusters Score -6352132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6352137.000000 Penalty: 5350.222168
	Iteration 37Q: 3 clusters Score -6352137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6352142.500000 Penalty: 5350.222168
	Iteration 38Q: 3 clusters Score -6352142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6352141.000000 Penalty: 5350.222168
	Iteration 39Q: 3 clusters Score -6352141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6352142.500000 Penalty: 5350.222168
	Iteration 40F: 3 clusters Score -6352142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -1945409.625000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -1945410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1934201.750000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -1934202 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1937765.250000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -1937765 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1938091.250000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -1938091 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1938364.750000 Penalty: 4782.009766
	Iteration 3Q: 3 clusters Score -1938365 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1938569.500000 Penalty: 4782.009766
	Iteration 4Q: 3 clusters Score -1938570 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1938780.875000 Penalty: 4782.009766
	Iteration 5Q: 3 clusters Score -1938781 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1939020.125000 Penalty: 4782.009766
	Iteration 6Q: 3 clusters Score -1939020 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1939279.000000 Penalty: 4782.009766
	Iteration 7Q: 3 clusters Score -1939279 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1939613.125000 Penalty: 4782.009766
	Iteration 8Q: 3 clusters Score -1939613 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1940038.250000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -1940038 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1940516.375000 Penalty: 4782.009766
	Iteration 10F: 3 clusters Score -1940516 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1941033.125000 Penalty: 4782.009766
	Iteration 11F: 3 clusters Score -1941033 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1941533.125000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -1941533 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1941974.375000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -1941974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1942331.250000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -1942331 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1942611.125000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -1942611 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1942808.875000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -1942809 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1942982.375000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -1942982 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1943134.500000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -1943134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1943251.250000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -1943251 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1943332.500000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -1943332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1943389.125000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -1943389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1943427.125000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -1943427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1943449.750000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -1943450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1943466.125000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -1943466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1943478.375000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -1943478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1943488.750000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -1943489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1943489.875000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -1943490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1943499.250000 Penalty: 4782.009766
	Iteration 28Q: 3 clusters Score -1943499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1943504.750000 Penalty: 4782.009766
	Iteration 29Q: 3 clusters Score -1943505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1943519.375000 Penalty: 4782.009766
	Iteration 30Q: 3 clusters Score -1943519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1943521.750000 Penalty: 4782.009766
	Iteration 31Q: 3 clusters Score -1943522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1943527.125000 Penalty: 4782.009766
	Iteration 32Q: 3 clusters Score -1943527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1943530.000000 Penalty: 4782.009766
	Iteration 33Q: 3 clusters Score -1943530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1943528.750000 Penalty: 4782.009766
	Iteration 34Q: 3 clusters Score -1943529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1943531.500000 Penalty: 4782.009766
	Iteration 35Q: 3 clusters Score -1943532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1943533.500000 Penalty: 4782.009766
	Iteration 36Q: 3 clusters Score -1943534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1943532.500000 Penalty: 4782.009766
	Iteration 37Q: 3 clusters Score -1943532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1943534.875000 Penalty: 4782.009766
	Iteration 38Q: 3 clusters Score -1943535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1943533.125000 Penalty: 4782.009766
	Iteration 39Q: 3 clusters Score -1943533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1943537.375000 Penalty: 4782.009766
	Iteration 40F: 3 clusters Score -1943537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Entering Unmasked Estep 
Score: -5766620.000000 Penalty: 2651.026611
	Iteration 0F: 2 clusters Score -5766620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5737105.500000 Penalty: 5302.053223
	Iteration 0F: 3 clusters Score -5737106 nChanged 20015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5748255.500000 Penalty: 5302.053223
	Iteration 1F: 3 clusters Score -5748256 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5749027.500000 Penalty: 5302.053223
	Iteration 2Q: 3 clusters Score -5749028 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -5749927.000000 Penalty: 5302.053223
	Iteration 3Q: 3 clusters Score -5749927 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5751153.000000 Penalty: 5302.053223
	Iteration 4F: 3 clusters Score -5751153 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5752759.000000 Penalty: 5302.053223
	Iteration 5F: 3 clusters Score -5752759 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -5754808.000000 Penalty: 5302.053223
	Iteration 6F: 3 clusters Score -5754808 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -5757085.000000 Penalty: 5302.053223
	Iteration 7F: 3 clusters Score -5757085 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -5759488.000000 Penalty: 5302.053223
	Iteration 8F: 3 clusters Score -5759488 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5761633.500000 Penalty: 5302.053223
	Iteration 9Q: 3 clusters Score -5761634 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -5762891.000000 Penalty: 5302.053223
	Iteration 10Q: 3 clusters Score -5762891 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5763500.000000 Penalty: 5302.053223
	Iteration 11Q: 3 clusters Score -5763500 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5763785.000000 Penalty: 5302.053223
	Iteration 12Q: 3 clusters Score -5763785 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -5763984.000000 Penalty: 5302.053223
	Iteration 13Q: 3 clusters Score -5763984 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5764139.500000 Penalty: 5302.053223
	Iteration 14Q: 3 clusters Score -5764140 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5764289.000000 Penalty: 5302.053223
	Iteration 15Q: 3 clusters Score -5764289 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -5764391.000000 Penalty: 5302.053223
	Iteration 16Q: 3 clusters Score -5764391 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -5764493.000000 Penalty: 5302.053223
	Iteration 17Q: 3 clusters Score -5764493 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -5764575.000000 Penalty: 5302.053223
	Iteration 18Q: 3 clusters Score -5764575 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5764722.000000 Penalty: 5302.053223
	Iteration 19Q: 3 clusters Score -5764722 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5764822.500000 Penalty: 5302.053223
	Iteration 20F: 3 clusters Score -5764822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5764945.500000 Penalty: 5302.053223
	Iteration 21Q: 3 clusters Score -5764946 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5765073.500000 Penalty: 5302.053223
	Iteration 22Q: 3 clusters Score -5765074 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -5765206.500000 Penalty: 5302.053223
	Iteration 23Q: 3 clusters Score -5765206 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5765324.500000 Penalty: 5302.053223
	Iteration 24Q: 3 clusters Score -5765324 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5765431.000000 Penalty: 5302.053223
	Iteration 25Q: 3 clusters Score -5765431 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5765510.000000 Penalty: 5302.053223
	Iteration 26Q: 3 clusters Score -5765510 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5765565.500000 Penalty: 5302.053223
	Iteration 27Q: 3 clusters Score -5765566 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5765585.000000 Penalty: 5302.053223
	Iteration 28Q: 3 clusters Score -5765585 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5765605.000000 Penalty: 5302.053223
	Iteration 29Q: 3 clusters Score -5765605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5765606.000000 Penalty: 5302.053223
	Iteration 30Q: 3 clusters Score -5765606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5765626.500000 Penalty: 5302.053223
	Iteration 31Q: 3 clusters Score -5765626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5765644.000000 Penalty: 5302.053223
	Iteration 32Q: 3 clusters Score -5765644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5765673.500000 Penalty: 5302.053223
	Iteration 33Q: 3 clusters Score -5765674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5765679.500000 Penalty: 5302.053223
	Iteration 34Q: 3 clusters Score -5765680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5765689.500000 Penalty: 5302.053223
	Iteration 35Q: 3 clusters Score -5765690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5765700.500000 Penalty: 5302.053223
	Iteration 36Q: 3 clusters Score -5765700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5765703.500000 Penalty: 5302.053223
	Iteration 37Q: 3 clusters Score -5765704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5765701.000000 Penalty: 5302.053223
	Iteration 38Q: 3 clusters Score -5765701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5765693.500000 Penalty: 5302.053223
	Iteration 39Q: 3 clusters Score -5765694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5765696.500000 Penalty: 5302.053223
	Iteration 40F: 3 clusters Score -5765696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -5765703.000000 Penalty: 5302.053223
	Iteration 41Q: 3 clusters Score -5765703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5765700.500000 Penalty: 5302.053223
	Iteration 42Q: 3 clusters Score -5765700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5765694.000000 Penalty: 5302.053223
	Iteration 43Q: 3 clusters Score -5765694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5765703.500000 Penalty: 5302.053223
	Iteration 44Q: 3 clusters Score -5765704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5765705.000000 Penalty: 5302.053223
	Iteration 45Q: 3 clusters Score -5765705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5765715.000000 Penalty: 5302.053223
	Iteration 46Q: 3 clusters Score -5765715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5765707.500000 Penalty: 5302.053223
	Iteration 47Q: 3 clusters Score -5765708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5765712.500000 Penalty: 5302.053223
	Iteration 48Q: 3 clusters Score -5765712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5765714.500000 Penalty: 5302.053223
	Iteration 49Q: 3 clusters Score -5765714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5765720.500000 Penalty: 5302.053223
	Iteration 50Q: 3 clusters Score -5765720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5765712.500000 Penalty: 5302.053223
	Iteration 51Q: 3 clusters Score -5765712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -5765708.500000 Penalty: 5302.053223
	Iteration 52Q: 3 clusters Score -5765708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5765704.000000 Penalty: 5302.053223
	Iteration 53Q: 3 clusters Score -5765704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5765694.000000 Penalty: 5302.053223
	Iteration 54Q: 3 clusters Score -5765694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5765686.000000 Penalty: 5302.053223
	Iteration 55Q: 3 clusters Score -5765686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -5765697.000000 Penalty: 5302.053223
	Iteration 56Q: 3 clusters Score -5765697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5765692.500000 Penalty: 5302.053223
	Iteration 57Q: 3 clusters Score -5765692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5765693.500000 Penalty: 5302.053223
	Iteration 58Q: 3 clusters Score -5765694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5765698.000000 Penalty: 5302.053223
	Iteration 59Q: 3 clusters Score -5765698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5765706.500000 Penalty: 5302.053223
	Iteration 60F: 3 clusters Score -5765706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -5765703.000000 Penalty: 5302.053223
	Iteration 61Q: 3 clusters Score -5765703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5765704.000000 Penalty: 5302.053223
	Iteration 62Q: 3 clusters Score -5765704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5765710.500000 Penalty: 5302.053223
	Iteration 63Q: 3 clusters Score -5765710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5765711.500000 Penalty: 5302.053223
	Iteration 64Q: 3 clusters Score -5765712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5765717.000000 Penalty: 5302.053223
	Iteration 65Q: 3 clusters Score -5765717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5765714.500000 Penalty: 5302.053223
	Iteration 66Q: 3 clusters Score -5765714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5765714.000000 Penalty: 5302.053223
	Iteration 67Q: 3 clusters Score -5765714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5765721.500000 Penalty: 5302.053223
	Iteration 68Q: 3 clusters Score -5765722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5765703.000000 Penalty: 5302.053223
	Iteration 69Q: 3 clusters Score -5765703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5765707.500000 Penalty: 5302.053223
	Iteration 70Q: 3 clusters Score -5765708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5765706.000000 Penalty: 5302.053223
	Iteration 71Q: 3 clusters Score -5765706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -5765709.500000 Penalty: 5302.053223
	Iteration 72Q: 3 clusters Score -5765710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5765719.000000 Penalty: 5302.053223
	Iteration 73Q: 3 clusters Score -5765719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5765719.500000 Penalty: 5302.053223
	Iteration 74Q: 3 clusters Score -5765720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5765719.000000 Penalty: 5302.053223
	Iteration 75Q: 3 clusters Score -5765719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5765719.000000 Penalty: 5302.053223
	Iteration 76Q: 3 clusters Score -5765719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5765720.500000 Penalty: 5302.053223
	Iteration 77Q: 3 clusters Score -5765720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5765723.000000 Penalty: 5302.053223
	Iteration 78Q: 3 clusters Score -5765723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5765721.000000 Penalty: 5302.053223
	Iteration 79Q: 3 clusters Score -5765721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5765723.500000 Penalty: 5302.053223
	Iteration 80F: 3 clusters Score -5765724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5765727.500000 Penalty: 5302.053223
	Iteration 81Q: 3 clusters Score -5765728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5765725.000000 Penalty: 5302.053223
	Iteration 82Q: 3 clusters Score -5765725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -5765724.500000 Penalty: 5302.053223
	Iteration 83Q: 3 clusters Score -5765724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5765721.500000 Penalty: 5302.053223
	Iteration 84Q: 3 clusters Score -5765722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5765726.500000 Penalty: 5302.053223
	Iteration 85Q: 3 clusters Score -5765726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5765726.000000 Penalty: 5302.053223
	Iteration 86Q: 3 clusters Score -5765726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5765726.000000 Penalty: 5302.053223
	Iteration 87F: 3 clusters Score -5765726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -139178.375000 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -139178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137444.875000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -137444.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -139677.359375 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -139677.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -141019.421875 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -141019.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -141878.203125 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -141878.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142429.109375 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -142429.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142679.359375 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -142679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142708.781250 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -142708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142712.968750 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -142713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142712.968750 Penalty: 3560.936768
	Iteration 8F: 3 clusters Score -142713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 20915 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357264 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 45876 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 55266 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 48375 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 43898 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 9797 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17436 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
Score: -104945216.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104942808.000000 to -104945216.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (5782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Entering Unmasked Estep 
Score: -619890.937500 Penalty: 2148.301270
	Iteration 0F: 2 clusters Score -619890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -614966.812500 Penalty: 4296.602539
	Iteration 0F: 3 clusters Score -614966.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -616511.000000 Penalty: 4296.602539
	Iteration 1F: 3 clusters Score -616511 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -617276.937500 Penalty: 4296.602539
	Iteration 2F: 3 clusters Score -617276.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -617878.437500 Penalty: 4296.602539
	Iteration 3F: 3 clusters Score -617878.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -618211.687500 Penalty: 4296.602539
	Iteration 4F: 3 clusters Score -618211.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -618368.750000 Penalty: 4296.602539
	Iteration 5Q: 3 clusters Score -618368.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -618447.125000 Penalty: 4296.602539
	Iteration 6Q: 3 clusters Score -618447.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -618494.312500 Penalty: 4296.602539
	Iteration 7Q: 3 clusters Score -618494.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -618521.062500 Penalty: 4296.602539
	Iteration 8Q: 3 clusters Score -618521.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -618538.125000 Penalty: 4296.602539
	Iteration 9Q: 3 clusters Score -618538.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -618548.250000 Penalty: 4296.602539
	Iteration 10Q: 3 clusters Score -618548.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -618554.000000 Penalty: 4296.602539
	Iteration 11Q: 3 clusters Score -618554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -618559.250000 Penalty: 4296.602539
	Iteration 12Q: 3 clusters Score -618559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -618564.000000 Penalty: 4296.602539
	Iteration 13Q: 3 clusters Score -618564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -618565.250000 Penalty: 4296.602539
	Iteration 14Q: 3 clusters Score -618565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -618568.437500 Penalty: 4296.602539
	Iteration 15Q: 3 clusters Score -618568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -618570.937500 Penalty: 4296.602539
	Iteration 16Q: 3 clusters Score -618570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -618574.687500 Penalty: 4296.602539
	Iteration 17Q: 3 clusters Score -618574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -618577.125000 Penalty: 4296.602539
	Iteration 18Q: 3 clusters Score -618577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -618578.437500 Penalty: 4296.602539
	Iteration 19Q: 3 clusters Score -618578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -618579.000000 Penalty: 4296.602539
	Iteration 20F: 3 clusters Score -618579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -618584.062500 Penalty: 4296.602539
	Iteration 21Q: 3 clusters Score -618584.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -618586.250000 Penalty: 4296.602539
	Iteration 22Q: 3 clusters Score -618586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -618589.937500 Penalty: 4296.602539
	Iteration 23Q: 3 clusters Score -618589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -618597.500000 Penalty: 4296.602539
	Iteration 24Q: 3 clusters Score -618597.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -618606.812500 Penalty: 4296.602539
	Iteration 25Q: 3 clusters Score -618606.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -618616.625000 Penalty: 4296.602539
	Iteration 26Q: 3 clusters Score -618616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -618622.312500 Penalty: 4296.602539
	Iteration 27Q: 3 clusters Score -618622.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -618627.625000 Penalty: 4296.602539
	Iteration 28Q: 3 clusters Score -618627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -618634.500000 Penalty: 4296.602539
	Iteration 29Q: 3 clusters Score -618634.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -618641.187500 Penalty: 4296.602539
	Iteration 30Q: 3 clusters Score -618641.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -618648.875000 Penalty: 4296.602539
	Iteration 31Q: 3 clusters Score -618648.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -618658.437500 Penalty: 4296.602539
	Iteration 32Q: 3 clusters Score -618658.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -618666.437500 Penalty: 4296.602539
	Iteration 33Q: 3 clusters Score -618666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -618676.125000 Penalty: 4296.602539
	Iteration 34Q: 3 clusters Score -618676.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -618692.625000 Penalty: 4296.602539
	Iteration 35Q: 3 clusters Score -618692.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -618708.250000 Penalty: 4296.602539
	Iteration 36Q: 3 clusters Score -618708.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -618726.500000 Penalty: 4296.602539
	Iteration 37Q: 3 clusters Score -618726.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -618744.812500 Penalty: 4296.602539
	Iteration 38Q: 3 clusters Score -618744.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -618762.812500 Penalty: 4296.602539
	Iteration 39Q: 3 clusters Score -618762.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -618780.250000 Penalty: 4296.602539
	Iteration 40F: 3 clusters Score -618780.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -618795.375000 Penalty: 4296.602539
	Iteration 41Q: 3 clusters Score -618795.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -618815.812500 Penalty: 4296.602539
	Iteration 42Q: 3 clusters Score -618815.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -618840.437500 Penalty: 4296.602539
	Iteration 43Q: 3 clusters Score -618840.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -618871.187500 Penalty: 4296.602539
	Iteration 44Q: 3 clusters Score -618871.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -618902.187500 Penalty: 4296.602539
	Iteration 45Q: 3 clusters Score -618902.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -618920.312500 Penalty: 4296.602539
	Iteration 46Q: 3 clusters Score -618920.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -618935.812500 Penalty: 4296.602539
	Iteration 47Q: 3 clusters Score -618935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -618947.062500 Penalty: 4296.602539
	Iteration 48Q: 3 clusters Score -618947.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -618962.937500 Penalty: 4296.602539
	Iteration 49Q: 3 clusters Score -618962.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -618981.187500 Penalty: 4296.602539
	Iteration 50Q: 3 clusters Score -618981.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -618997.687500 Penalty: 4296.602539
	Iteration 51Q: 3 clusters Score -618997.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -619012.062500 Penalty: 4296.602539
	Iteration 52Q: 3 clusters Score -619012.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -619021.437500 Penalty: 4296.602539
	Iteration 53Q: 3 clusters Score -619021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -619028.187500 Penalty: 4296.602539
	Iteration 54Q: 3 clusters Score -619028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -619032.875000 Penalty: 4296.602539
	Iteration 55Q: 3 clusters Score -619032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -619038.687500 Penalty: 4296.602539
	Iteration 56Q: 3 clusters Score -619038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -619041.937500 Penalty: 4296.602539
	Iteration 57Q: 3 clusters Score -619041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -619045.562500 Penalty: 4296.602539
	Iteration 58Q: 3 clusters Score -619045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -619049.125000 Penalty: 4296.602539
	Iteration 59Q: 3 clusters Score -619049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -619052.312500 Penalty: 4296.602539
	Iteration 60F: 3 clusters Score -619052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -619056.125000 Penalty: 4296.602539
	Iteration 61Q: 3 clusters Score -619056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -619059.937500 Penalty: 4296.602539
	Iteration 62Q: 3 clusters Score -619059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -619063.312500 Penalty: 4296.602539
	Iteration 63Q: 3 clusters Score -619063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -619064.437500 Penalty: 4296.602539
	Iteration 64Q: 3 clusters Score -619064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -619064.187500 Penalty: 4296.602539
	Iteration 65Q: 3 clusters Score -619064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -619065.062500 Penalty: 4296.602539
	Iteration 66Q: 3 clusters Score -619065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -619065.812500 Penalty: 4296.602539
	Iteration 67Q: 3 clusters Score -619065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -619066.062500 Penalty: 4296.602539
	Iteration 68Q: 3 clusters Score -619066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -619067.937500 Penalty: 4296.602539
	Iteration 69Q: 3 clusters Score -619067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -619067.750000 Penalty: 4296.602539
	Iteration 70Q: 3 clusters Score -619067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -619069.625000 Penalty: 4296.602539
	Iteration 71Q: 3 clusters Score -619069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -619069.250000 Penalty: 4296.602539
	Iteration 72Q: 3 clusters Score -619069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -619069.250000 Penalty: 4296.602539
	Iteration 73F: 3 clusters Score -619069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Entering Unmasked Estep 
Score: -1790316.000000 Penalty: 2399.357422
	Iteration 0F: 2 clusters Score -1790316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1778805.125000 Penalty: 4798.714844
	Iteration 0F: 3 clusters Score -1778805 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1782597.625000 Penalty: 4798.714844
	Iteration 1F: 3 clusters Score -1782598 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1783086.750000 Penalty: 4798.714844
	Iteration 2F: 3 clusters Score -1783087 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1783481.500000 Penalty: 4798.714844
	Iteration 3F: 3 clusters Score -1783482 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1783824.125000 Penalty: 4798.714844
	Iteration 4Q: 3 clusters Score -1783824 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1784151.750000 Penalty: 4798.714844
	Iteration 5Q: 3 clusters Score -1784152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1784475.875000 Penalty: 4798.714844
	Iteration 6Q: 3 clusters Score -1784476 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1784783.875000 Penalty: 4798.714844
	Iteration 7Q: 3 clusters Score -1784784 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1785104.375000 Penalty: 4798.714844
	Iteration 8Q: 3 clusters Score -1785104 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1785463.375000 Penalty: 4798.714844
	Iteration 9Q: 3 clusters Score -1785463 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1785837.375000 Penalty: 4798.714844
	Iteration 10Q: 3 clusters Score -1785837 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1786200.500000 Penalty: 4798.714844
	Iteration 11Q: 3 clusters Score -1786200 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1786523.250000 Penalty: 4798.714844
	Iteration 12Q: 3 clusters Score -1786523 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1786773.125000 Penalty: 4798.714844
	Iteration 13Q: 3 clusters Score -1786773 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1786986.750000 Penalty: 4798.714844
	Iteration 14Q: 3 clusters Score -1786987 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1787158.250000 Penalty: 4798.714844
	Iteration 15Q: 3 clusters Score -1787158 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1787304.000000 Penalty: 4798.714844
	Iteration 16Q: 3 clusters Score -1787304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1787437.750000 Penalty: 4798.714844
	Iteration 17Q: 3 clusters Score -1787438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1787553.500000 Penalty: 4798.714844
	Iteration 18Q: 3 clusters Score -1787554 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1787659.875000 Penalty: 4798.714844
	Iteration 19Q: 3 clusters Score -1787660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1787763.625000 Penalty: 4798.714844
	Iteration 20F: 3 clusters Score -1787764 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1787853.125000 Penalty: 4798.714844
	Iteration 21Q: 3 clusters Score -1787853 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1787938.750000 Penalty: 4798.714844
	Iteration 22Q: 3 clusters Score -1787939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1788002.875000 Penalty: 4798.714844
	Iteration 23Q: 3 clusters Score -1788003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1788047.875000 Penalty: 4798.714844
	Iteration 24Q: 3 clusters Score -1788048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1788094.875000 Penalty: 4798.714844
	Iteration 25Q: 3 clusters Score -1788095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1788135.875000 Penalty: 4798.714844
	Iteration 26Q: 3 clusters Score -1788136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1788163.625000 Penalty: 4798.714844
	Iteration 27Q: 3 clusters Score -1788164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1788203.500000 Penalty: 4798.714844
	Iteration 28Q: 3 clusters Score -1788204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1788233.500000 Penalty: 4798.714844
	Iteration 29Q: 3 clusters Score -1788234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1788260.750000 Penalty: 4798.714844
	Iteration 30Q: 3 clusters Score -1788261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1788280.750000 Penalty: 4798.714844
	Iteration 31Q: 3 clusters Score -1788281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1788303.375000 Penalty: 4798.714844
	Iteration 32Q: 3 clusters Score -1788303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1788326.500000 Penalty: 4798.714844
	Iteration 33Q: 3 clusters Score -1788326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1788340.125000 Penalty: 4798.714844
	Iteration 34Q: 3 clusters Score -1788340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1788353.375000 Penalty: 4798.714844
	Iteration 35Q: 3 clusters Score -1788353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1788361.750000 Penalty: 4798.714844
	Iteration 36Q: 3 clusters Score -1788362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1788366.375000 Penalty: 4798.714844
	Iteration 37Q: 3 clusters Score -1788366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1788367.625000 Penalty: 4798.714844
	Iteration 38Q: 3 clusters Score -1788368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1788365.500000 Penalty: 4798.714844
	Iteration 39Q: 3 clusters Score -1788366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1788369.000000 Penalty: 4798.714844
	Iteration 40F: 3 clusters Score -1788369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1788373.250000 Penalty: 4798.714844
	Iteration 41Q: 3 clusters Score -1788373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1788379.375000 Penalty: 4798.714844
	Iteration 42Q: 3 clusters Score -1788379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1788381.500000 Penalty: 4798.714844
	Iteration 43Q: 3 clusters Score -1788382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1788384.250000 Penalty: 4798.714844
	Iteration 44Q: 3 clusters Score -1788384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1788383.750000 Penalty: 4798.714844
	Iteration 45Q: 3 clusters Score -1788384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1788386.750000 Penalty: 4798.714844
	Iteration 46Q: 3 clusters Score -1788387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1788389.000000 Penalty: 4798.714844
	Iteration 47Q: 3 clusters Score -1788389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1788390.125000 Penalty: 4798.714844
	Iteration 48Q: 3 clusters Score -1788390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1788387.750000 Penalty: 4798.714844
	Iteration 49Q: 3 clusters Score -1788388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1788388.000000 Penalty: 4798.714844
	Iteration 50Q: 3 clusters Score -1788388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1788392.375000 Penalty: 4798.714844
	Iteration 51Q: 3 clusters Score -1788392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1788393.375000 Penalty: 4798.714844
	Iteration 52Q: 3 clusters Score -1788393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1788394.625000 Penalty: 4798.714844
	Iteration 53Q: 3 clusters Score -1788395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1788395.375000 Penalty: 4798.714844
	Iteration 54Q: 3 clusters Score -1788395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1788399.250000 Penalty: 4798.714844
	Iteration 55Q: 3 clusters Score -1788399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1788397.250000 Penalty: 4798.714844
	Iteration 56Q: 3 clusters Score -1788397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1788397.250000 Penalty: 4798.714844
	Iteration 57F: 3 clusters Score -1788397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1239555.250000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -1239555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1232044.375000 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -1232044 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1234774.000000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -1234774 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1235725.750000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -1235726 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1236535.250000 Penalty: 4558.156738
	Iteration 3F: 3 clusters Score -1236535 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1237132.375000 Penalty: 4558.156738
	Iteration 4F: 3 clusters Score -1237132 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1237626.875000 Penalty: 4558.156738
	Iteration 5F: 3 clusters Score -1237627 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1238015.500000 Penalty: 4558.156738
	Iteration 6Q: 3 clusters Score -1238016 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1238286.000000 Penalty: 4558.156738
	Iteration 7Q: 3 clusters Score -1238286 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1238519.375000 Penalty: 4558.156738
	Iteration 8Q: 3 clusters Score -1238519 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1238731.500000 Penalty: 4558.156738
	Iteration 9Q: 3 clusters Score -1238732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1238910.875000 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -1238911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1239036.875000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -1239037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1239115.000000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -1239115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1239153.875000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -1239154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1239174.250000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -1239174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1239183.125000 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -1239183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1239193.250000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -1239193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1239198.375000 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -1239198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1239196.875000 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -1239197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1239200.000000 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -1239200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1239202.875000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -1239203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1239202.250000 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -1239202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1239206.750000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -1239207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1239205.000000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -1239205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1239207.250000 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -1239207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1239209.125000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -1239209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1239211.250000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -1239211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1239212.125000 Penalty: 4558.156738
	Iteration 27Q: 3 clusters Score -1239212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1239214.250000 Penalty: 4558.156738
	Iteration 28Q: 3 clusters Score -1239214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1239216.750000 Penalty: 4558.156738
	Iteration 29Q: 3 clusters Score -1239217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1239216.875000 Penalty: 4558.156738
	Iteration 30Q: 3 clusters Score -1239217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1239216.500000 Penalty: 4558.156738
	Iteration 31Q: 3 clusters Score -1239216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1239217.750000 Penalty: 4558.156738
	Iteration 32Q: 3 clusters Score -1239218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1239217.625000 Penalty: 4558.156738
	Iteration 33Q: 3 clusters Score -1239218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1239218.750000 Penalty: 4558.156738
	Iteration 34Q: 3 clusters Score -1239219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1239218.625000 Penalty: 4558.156738
	Iteration 35Q: 3 clusters Score -1239219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1239219.750000 Penalty: 4558.156738
	Iteration 36Q: 3 clusters Score -1239220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1239219.750000 Penalty: 4558.156738
	Iteration 37F: 3 clusters Score -1239220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -99722.203125 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -99722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97988.398438 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -97988.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98895.632812 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -98895.63 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99220.070312 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -99220.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99364.601562 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -99364.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99423.710938 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -99423.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99445.500000 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -99445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99455.781250 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -99455.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99464.750000 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -99464.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -99478.890625 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -99478.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -99489.742188 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -99489.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -99489.742188 Penalty: 3458.877441
	Iteration 10F: 3 clusters Score -99489.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -432627.093750 Penalty: 2019.087402
	Iteration 0F: 2 clusters Score -432627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -429085.937500 Penalty: 4038.174805
	Iteration 0F: 3 clusters Score -429085.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429787.125000 Penalty: 4038.174805
	Iteration 1F: 3 clusters Score -429787.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -429974.500000 Penalty: 4038.174805
	Iteration 2F: 3 clusters Score -429974.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430081.187500 Penalty: 4038.174805
	Iteration 3F: 3 clusters Score -430081.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -430154.343750 Penalty: 4038.174805
	Iteration 4Q: 3 clusters Score -430154.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -430207.093750 Penalty: 4038.174805
	Iteration 5Q: 3 clusters Score -430207.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430240.000000 Penalty: 4038.174805
	Iteration 6Q: 3 clusters Score -430240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -430264.406250 Penalty: 4038.174805
	Iteration 7Q: 3 clusters Score -430264.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -430279.562500 Penalty: 4038.174805
	Iteration 8Q: 3 clusters Score -430279.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -430294.968750 Penalty: 4038.174805
	Iteration 9Q: 3 clusters Score -430295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -430302.750000 Penalty: 4038.174805
	Iteration 10Q: 3 clusters Score -430302.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -430310.000000 Penalty: 4038.174805
	Iteration 11Q: 3 clusters Score -430310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -430315.843750 Penalty: 4038.174805
	Iteration 12Q: 3 clusters Score -430315.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -430324.687500 Penalty: 4038.174805
	Iteration 13Q: 3 clusters Score -430324.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -430335.250000 Penalty: 4038.174805
	Iteration 14Q: 3 clusters Score -430335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -430341.531250 Penalty: 4038.174805
	Iteration 15Q: 3 clusters Score -430341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430345.781250 Penalty: 4038.174805
	Iteration 16Q: 3 clusters Score -430345.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -430354.625000 Penalty: 4038.174805
	Iteration 17Q: 3 clusters Score -430354.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -430369.250000 Penalty: 4038.174805
	Iteration 18Q: 3 clusters Score -430369.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -430381.718750 Penalty: 4038.174805
	Iteration 19Q: 3 clusters Score -430381.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -430393.750000 Penalty: 4038.174805
	Iteration 20F: 3 clusters Score -430393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -430401.875000 Penalty: 4038.174805
	Iteration 21Q: 3 clusters Score -430401.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -430412.031250 Penalty: 4038.174805
	Iteration 22Q: 3 clusters Score -430412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -430424.125000 Penalty: 4038.174805
	Iteration 23Q: 3 clusters Score -430424.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -430439.875000 Penalty: 4038.174805
	Iteration 24Q: 3 clusters Score -430439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -430456.781250 Penalty: 4038.174805
	Iteration 25Q: 3 clusters Score -430456.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -430476.281250 Penalty: 4038.174805
	Iteration 26Q: 3 clusters Score -430476.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -430497.593750 Penalty: 4038.174805
	Iteration 27Q: 3 clusters Score -430497.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -430513.437500 Penalty: 4038.174805
	Iteration 28Q: 3 clusters Score -430513.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -430532.625000 Penalty: 4038.174805
	Iteration 29Q: 3 clusters Score -430532.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -430550.375000 Penalty: 4038.174805
	Iteration 30Q: 3 clusters Score -430550.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -430569.593750 Penalty: 4038.174805
	Iteration 31Q: 3 clusters Score -430569.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -430587.000000 Penalty: 4038.174805
	Iteration 32Q: 3 clusters Score -430587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -430609.750000 Penalty: 4038.174805
	Iteration 33Q: 3 clusters Score -430609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -430620.281250 Penalty: 4038.174805
	Iteration 34Q: 3 clusters Score -430620.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -430629.093750 Penalty: 4038.174805
	Iteration 35Q: 3 clusters Score -430629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -430636.375000 Penalty: 4038.174805
	Iteration 36Q: 3 clusters Score -430636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -430650.781250 Penalty: 4038.174805
	Iteration 37Q: 3 clusters Score -430650.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -430667.437500 Penalty: 4038.174805
	Iteration 38Q: 3 clusters Score -430667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -430684.281250 Penalty: 4038.174805
	Iteration 39Q: 3 clusters Score -430684.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -430696.093750 Penalty: 4038.174805
	Iteration 40F: 3 clusters Score -430696.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -430703.406250 Penalty: 4038.174805
	Iteration 41Q: 3 clusters Score -430703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -430709.406250 Penalty: 4038.174805
	Iteration 42Q: 3 clusters Score -430709.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -430716.156250 Penalty: 4038.174805
	Iteration 43Q: 3 clusters Score -430716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -430721.187500 Penalty: 4038.174805
	Iteration 44Q: 3 clusters Score -430721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -430731.250000 Penalty: 4038.174805
	Iteration 45Q: 3 clusters Score -430731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -430739.875000 Penalty: 4038.174805
	Iteration 46Q: 3 clusters Score -430739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -430746.187500 Penalty: 4038.174805
	Iteration 47Q: 3 clusters Score -430746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -430755.031250 Penalty: 4038.174805
	Iteration 48Q: 3 clusters Score -430755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -430761.437500 Penalty: 4038.174805
	Iteration 49Q: 3 clusters Score -430761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -430767.656250 Penalty: 4038.174805
	Iteration 50Q: 3 clusters Score -430767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -430773.593750 Penalty: 4038.174805
	Iteration 51Q: 3 clusters Score -430773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -430778.093750 Penalty: 4038.174805
	Iteration 52Q: 3 clusters Score -430778.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -430787.812500 Penalty: 4038.174805
	Iteration 53Q: 3 clusters Score -430787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -430794.031250 Penalty: 4038.174805
	Iteration 54Q: 3 clusters Score -430794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -430798.812500 Penalty: 4038.174805
	Iteration 55Q: 3 clusters Score -430798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -430804.500000 Penalty: 4038.174805
	Iteration 56Q: 3 clusters Score -430804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -430808.218750 Penalty: 4038.174805
	Iteration 57Q: 3 clusters Score -430808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -430808.750000 Penalty: 4038.174805
	Iteration 58Q: 3 clusters Score -430808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -430813.156250 Penalty: 4038.174805
	Iteration 59Q: 3 clusters Score -430813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -430815.656250 Penalty: 4038.174805
	Iteration 60F: 3 clusters Score -430815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Entering Unmasked Estep 
Score: -2305777.000000 Penalty: 2422.040527
	Iteration 0F: 2 clusters Score -2305777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2293361.000000 Penalty: 4844.081055
	Iteration 0F: 3 clusters Score -2293361 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2297325.500000 Penalty: 4844.081055
	Iteration 1F: 3 clusters Score -2297326 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2297746.750000 Penalty: 4844.081055
	Iteration 2F: 3 clusters Score -2297747 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2298173.000000 Penalty: 4844.081055
	Iteration 3F: 3 clusters Score -2298173 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2298593.000000 Penalty: 4844.081055
	Iteration 4Q: 3 clusters Score -2298593 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2298945.250000 Penalty: 4844.081055
	Iteration 5Q: 3 clusters Score -2298945 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2299293.250000 Penalty: 4844.081055
	Iteration 6Q: 3 clusters Score -2299293 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2299617.000000 Penalty: 4844.081055
	Iteration 7Q: 3 clusters Score -2299617 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2299941.000000 Penalty: 4844.081055
	Iteration 8Q: 3 clusters Score -2299941 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2300276.500000 Penalty: 4844.081055
	Iteration 9Q: 3 clusters Score -2300276 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2300671.750000 Penalty: 4844.081055
	Iteration 10Q: 3 clusters Score -2300672 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2301042.500000 Penalty: 4844.081055
	Iteration 11Q: 3 clusters Score -2301042 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2301411.500000 Penalty: 4844.081055
	Iteration 12Q: 3 clusters Score -2301412 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2301733.500000 Penalty: 4844.081055
	Iteration 13Q: 3 clusters Score -2301734 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2302049.250000 Penalty: 4844.081055
	Iteration 14Q: 3 clusters Score -2302049 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2302328.250000 Penalty: 4844.081055
	Iteration 15Q: 3 clusters Score -2302328 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2302569.500000 Penalty: 4844.081055
	Iteration 16Q: 3 clusters Score -2302570 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2302752.250000 Penalty: 4844.081055
	Iteration 17Q: 3 clusters Score -2302752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2302905.750000 Penalty: 4844.081055
	Iteration 18Q: 3 clusters Score -2302906 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2303029.500000 Penalty: 4844.081055
	Iteration 19Q: 3 clusters Score -2303030 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2303113.000000 Penalty: 4844.081055
	Iteration 20F: 3 clusters Score -2303113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2303194.250000 Penalty: 4844.081055
	Iteration 21Q: 3 clusters Score -2303194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2303262.000000 Penalty: 4844.081055
	Iteration 22Q: 3 clusters Score -2303262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2303306.250000 Penalty: 4844.081055
	Iteration 23Q: 3 clusters Score -2303306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2303347.500000 Penalty: 4844.081055
	Iteration 24Q: 3 clusters Score -2303348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2303392.250000 Penalty: 4844.081055
	Iteration 25Q: 3 clusters Score -2303392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2303423.750000 Penalty: 4844.081055
	Iteration 26Q: 3 clusters Score -2303424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2303453.000000 Penalty: 4844.081055
	Iteration 27Q: 3 clusters Score -2303453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2303475.500000 Penalty: 4844.081055
	Iteration 28Q: 3 clusters Score -2303476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2303498.750000 Penalty: 4844.081055
	Iteration 29Q: 3 clusters Score -2303499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2303526.000000 Penalty: 4844.081055
	Iteration 30Q: 3 clusters Score -2303526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2303549.250000 Penalty: 4844.081055
	Iteration 31Q: 3 clusters Score -2303549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2303570.000000 Penalty: 4844.081055
	Iteration 32Q: 3 clusters Score -2303570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2303598.500000 Penalty: 4844.081055
	Iteration 33Q: 3 clusters Score -2303598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2303627.750000 Penalty: 4844.081055
	Iteration 34Q: 3 clusters Score -2303628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2303638.750000 Penalty: 4844.081055
	Iteration 35Q: 3 clusters Score -2303639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2303660.250000 Penalty: 4844.081055
	Iteration 36Q: 3 clusters Score -2303660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2303687.000000 Penalty: 4844.081055
	Iteration 37Q: 3 clusters Score -2303687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2303708.000000 Penalty: 4844.081055
	Iteration 38Q: 3 clusters Score -2303708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2303721.500000 Penalty: 4844.081055
	Iteration 39Q: 3 clusters Score -2303722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2303737.500000 Penalty: 4844.081055
	Iteration 40F: 3 clusters Score -2303738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2303756.750000 Penalty: 4844.081055
	Iteration 41Q: 3 clusters Score -2303757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2303771.250000 Penalty: 4844.081055
	Iteration 42Q: 3 clusters Score -2303771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2303798.250000 Penalty: 4844.081055
	Iteration 43Q: 3 clusters Score -2303798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2303820.500000 Penalty: 4844.081055
	Iteration 44Q: 3 clusters Score -2303820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2303839.500000 Penalty: 4844.081055
	Iteration 45Q: 3 clusters Score -2303840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2303850.250000 Penalty: 4844.081055
	Iteration 46Q: 3 clusters Score -2303850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2303853.750000 Penalty: 4844.081055
	Iteration 47Q: 3 clusters Score -2303854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2303863.500000 Penalty: 4844.081055
	Iteration 48Q: 3 clusters Score -2303864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2303877.750000 Penalty: 4844.081055
	Iteration 49Q: 3 clusters Score -2303878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2303887.250000 Penalty: 4844.081055
	Iteration 50Q: 3 clusters Score -2303887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2303897.000000 Penalty: 4844.081055
	Iteration 51Q: 3 clusters Score -2303897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2303906.500000 Penalty: 4844.081055
	Iteration 52Q: 3 clusters Score -2303906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2303909.750000 Penalty: 4844.081055
	Iteration 53Q: 3 clusters Score -2303910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2303912.500000 Penalty: 4844.081055
	Iteration 54Q: 3 clusters Score -2303912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2303917.750000 Penalty: 4844.081055
	Iteration 55Q: 3 clusters Score -2303918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2303922.250000 Penalty: 4844.081055
	Iteration 56Q: 3 clusters Score -2303922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2303930.750000 Penalty: 4844.081055
	Iteration 57Q: 3 clusters Score -2303931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2303941.000000 Penalty: 4844.081055
	Iteration 58Q: 3 clusters Score -2303941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2303942.000000 Penalty: 4844.081055
	Iteration 59Q: 3 clusters Score -2303942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2303946.000000 Penalty: 4844.081055
	Iteration 60F: 3 clusters Score -2303946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2303950.750000 Penalty: 4844.081055
	Iteration 61Q: 3 clusters Score -2303951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2303956.500000 Penalty: 4844.081055
	Iteration 62Q: 3 clusters Score -2303956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2303955.250000 Penalty: 4844.081055
	Iteration 63Q: 3 clusters Score -2303955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2303958.000000 Penalty: 4844.081055
	Iteration 64Q: 3 clusters Score -2303958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2303955.750000 Penalty: 4844.081055
	Iteration 65Q: 3 clusters Score -2303956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2303958.500000 Penalty: 4844.081055
	Iteration 66Q: 3 clusters Score -2303958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2303957.000000 Penalty: 4844.081055
	Iteration 67Q: 3 clusters Score -2303957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2303957.000000 Penalty: 4844.081055
	Iteration 68Q: 3 clusters Score -2303957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2303963.000000 Penalty: 4844.081055
	Iteration 69Q: 3 clusters Score -2303963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2303963.750000 Penalty: 4844.081055
	Iteration 70Q: 3 clusters Score -2303964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2303963.500000 Penalty: 4844.081055
	Iteration 71Q: 3 clusters Score -2303964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2303966.000000 Penalty: 4844.081055
	Iteration 72Q: 3 clusters Score -2303966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2303969.500000 Penalty: 4844.081055
	Iteration 73Q: 3 clusters Score -2303970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2303977.500000 Penalty: 4844.081055
	Iteration 74Q: 3 clusters Score -2303978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2303977.500000 Penalty: 4844.081055
	Iteration 75Q: 3 clusters Score -2303978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2303982.250000 Penalty: 4844.081055
	Iteration 76Q: 3 clusters Score -2303982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2303985.500000 Penalty: 4844.081055
	Iteration 77Q: 3 clusters Score -2303986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2303993.000000 Penalty: 4844.081055
	Iteration 78Q: 3 clusters Score -2303993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2303994.500000 Penalty: 4844.081055
	Iteration 79Q: 3 clusters Score -2303994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2303987.750000 Penalty: 4844.081055
	Iteration 80F: 3 clusters Score -2303988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2303995.250000 Penalty: 4844.081055
	Iteration 81Q: 3 clusters Score -2303995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2303993.500000 Penalty: 4844.081055
	Iteration 82Q: 3 clusters Score -2303994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2303994.000000 Penalty: 4844.081055
	Iteration 83Q: 3 clusters Score -2303994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2303994.000000 Penalty: 4844.081055
	Iteration 84F: 3 clusters Score -2303994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 20915 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 357264 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 45876 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 55266 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 22 contains 48375 members 
Mstep: Class 23 contains 15385 members 
Mstep: Class 24 contains 43898 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 9797 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 3434 members 
Mstep: Class 31 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 34 clusters Score -1.049462e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9488 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 59705 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 20929 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8124 members 
Mstep: Class 11 contains 15191 members 
Mstep: Class 12 contains 357602 members 
Mstep: Class 13 contains 15118 members 
Mstep: Class 14 contains 6910 members 
Mstep: Class 15 contains 45875 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 10696 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 55177 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 48397 members 
Mstep: Class 23 contains 15379 members 
Mstep: Class 24 contains 43887 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 15886 members 
Mstep: Class 28 contains 9818 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 17457 members 
Mstep: Class 32 contains 6592 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104946968.000000 Penalty: 111635.625000
Iteration 80F: 34 clusters Score -1.04947e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 23419 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 20937 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 15189 members 
Mstep: Class 12 contains 356619 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 17 contains 10693 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 55135 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48372 members 
Mstep: Class 23 contains 15368 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5779 members 
Mstep: Class 27 contains 15854 members 
Mstep: Class 28 contains 9831 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 17449 members 
Mstep: Class 32 contains 7715 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104948744.000000 Penalty: 111635.625000
Iteration 81Q: 34 clusters Score -1.049487e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 59534 members 
Mstep: Class 6 contains 23395 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 20947 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8128 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 355961 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 6763 members 
Mstep: Class 15 contains 45833 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 4059 members 
Mstep: Class 19 contains 55113 members 
Mstep: Class 20 contains 4747 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48346 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 43753 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5773 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 9847 members 
Mstep: Class 29 contains 1049 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 17439 members 
Mstep: Class 32 contains 8518 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104949576.000000 Penalty: 111635.625000
Iteration 82Q: 34 clusters Score -1.049496e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9466 members 
Mstep: Class 3 contains 6844 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 59458 members 
Mstep: Class 6 contains 23365 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 355483 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 6726 members 
Mstep: Class 15 contains 45771 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 55086 members 
Mstep: Class 20 contains 4752 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48309 members 
Mstep: Class 23 contains 15338 members 
Mstep: Class 24 contains 43706 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 9861 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 3468 members 
Mstep: Class 31 contains 17428 members 
Mstep: Class 32 contains 9173 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950288.000000 Penalty: 111635.625000
Iteration 83Q: 34 clusters Score -1.049503e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 59386 members 
Mstep: Class 6 contains 23341 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 20961 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8132 members 
Mstep: Class 11 contains 15151 members 
Mstep: Class 12 contains 355139 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 6684 members 
Mstep: Class 15 contains 45679 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 55070 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48265 members 
Mstep: Class 23 contains 15323 members 
Mstep: Class 24 contains 43686 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 15820 members 
Mstep: Class 28 contains 9878 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 3482 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 9711 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104950736.000000 Penalty: 111635.625000
Iteration 84Q: 34 clusters Score -1.049507e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 59342 members 
Mstep: Class 6 contains 23334 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 20962 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15131 members 
Mstep: Class 12 contains 354820 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 45578 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 55046 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48238 members 
Mstep: Class 23 contains 15311 members 
Mstep: Class 24 contains 43688 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 15791 members 
Mstep: Class 28 contains 9893 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 3492 members 
Mstep: Class 31 contains 17440 members 
Mstep: Class 32 contains 10190 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951144.000000 Penalty: 111635.625000
Iteration 85Q: 34 clusters Score -1.049511e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 59318 members 
Mstep: Class 6 contains 23316 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 20973 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15128 members 
Mstep: Class 12 contains 354553 members 
Mstep: Class 13 contains 14853 members 
Mstep: Class 14 contains 6629 members 
Mstep: Class 15 contains 45485 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 55052 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48215 members 
Mstep: Class 23 contains 15300 members 
Mstep: Class 24 contains 43701 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 15764 members 
Mstep: Class 28 contains 9909 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 3502 members 
Mstep: Class 31 contains 17451 members 
Mstep: Class 32 contains 10564 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951568.000000 Penalty: 111635.625000
Iteration 86Q: 34 clusters Score -1.049516e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 59293 members 
Mstep: Class 6 contains 23291 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 20982 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 354351 members 
Mstep: Class 13 contains 14823 members 
Mstep: Class 14 contains 6611 members 
Mstep: Class 15 contains 45399 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 55029 members 
Mstep: Class 20 contains 4761 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48195 members 
Mstep: Class 23 contains 15289 members 
Mstep: Class 24 contains 43702 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 15743 members 
Mstep: Class 28 contains 9923 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 3512 members 
Mstep: Class 31 contains 17452 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951864.000000 Penalty: 111635.625000
Iteration 87Q: 34 clusters Score -1.049519e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 59249 members 
Mstep: Class 6 contains 23276 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 20988 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8132 members 
Mstep: Class 11 contains 15142 members 
Mstep: Class 12 contains 354236 members 
Mstep: Class 13 contains 14789 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 45312 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 55025 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48154 members 
Mstep: Class 23 contains 15284 members 
Mstep: Class 24 contains 43702 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 15728 members 
Mstep: Class 28 contains 9943 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 3514 members 
Mstep: Class 31 contains 17454 members 
Mstep: Class 32 contains 11161 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104951944.000000 Penalty: 111635.625000
Iteration 88Q: 34 clusters Score -1.049519e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 59207 members 
Mstep: Class 6 contains 23264 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 20996 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15149 members 
Mstep: Class 12 contains 354143 members 
Mstep: Class 13 contains 14762 members 
Mstep: Class 14 contains 6570 members 
Mstep: Class 15 contains 45241 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 10691 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 55015 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48103 members 
Mstep: Class 23 contains 15279 members 
Mstep: Class 24 contains 43709 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 15712 members 
Mstep: Class 28 contains 9965 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 17446 members 
Mstep: Class 32 contains 11414 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952120.000000 Penalty: 111635.625000
Iteration 89Q: 34 clusters Score -1.049521e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 59154 members 
Mstep: Class 6 contains 23249 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 21002 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15150 members 
Mstep: Class 12 contains 354137 members 
Mstep: Class 13 contains 14732 members 
Mstep: Class 14 contains 6543 members 
Mstep: Class 15 contains 45194 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 10691 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 55016 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 48045 members 
Mstep: Class 23 contains 15273 members 
Mstep: Class 24 contains 43698 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5704 members 
Mstep: Class 27 contains 15699 members 
Mstep: Class 28 contains 9982 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 3524 members 
Mstep: Class 31 contains 17440 members 
Mstep: Class 32 contains 11605 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 34 clusters Score -1.049522e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 59092 members 
Mstep: Class 6 contains 23238 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15143 members 
Mstep: Class 12 contains 354117 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 6526 members 
Mstep: Class 15 contains 45151 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 55018 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47992 members 
Mstep: Class 23 contains 15266 members 
Mstep: Class 24 contains 43716 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5690 members 
Mstep: Class 27 contains 15681 members 
Mstep: Class 28 contains 10004 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 3524 members 
Mstep: Class 31 contains 17433 members 
Mstep: Class 32 contains 11768 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952208.000000 Penalty: 111635.625000
Iteration 91Q: 34 clusters Score -1.049522e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 59038 members 
Mstep: Class 6 contains 23227 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21040 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15148 members 
Mstep: Class 12 contains 354085 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 10693 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 55023 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47954 members 
Mstep: Class 23 contains 15263 members 
Mstep: Class 24 contains 43725 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5675 members 
Mstep: Class 27 contains 15672 members 
Mstep: Class 28 contains 10022 members 
Mstep: Class 29 contains 1030 members 
Mstep: Class 30 contains 3529 members 
Mstep: Class 31 contains 17435 members 
Mstep: Class 32 contains 11907 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952312.000000 Penalty: 111635.625000
Iteration 92Q: 34 clusters Score -1.049523e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 58995 members 
Mstep: Class 6 contains 23217 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 21061 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8131 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 354063 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 45073 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 55026 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47921 members 
Mstep: Class 23 contains 15257 members 
Mstep: Class 24 contains 43721 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5663 members 
Mstep: Class 27 contains 15662 members 
Mstep: Class 28 contains 10039 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 3532 members 
Mstep: Class 31 contains 17436 members 
Mstep: Class 32 contains 12029 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952536.000000 Penalty: 111635.625000
Iteration 93Q: 34 clusters Score -1.049525e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58956 members 
Mstep: Class 6 contains 23205 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8131 members 
Mstep: Class 11 contains 15161 members 
Mstep: Class 12 contains 354047 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 45039 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 10693 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 55032 members 
Mstep: Class 20 contains 4774 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47888 members 
Mstep: Class 23 contains 15252 members 
Mstep: Class 24 contains 43719 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5654 members 
Mstep: Class 27 contains 15649 members 
Mstep: Class 28 contains 10053 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 3534 members 
Mstep: Class 31 contains 17434 members 
Mstep: Class 32 contains 12144 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952592.000000 Penalty: 111635.625000
Iteration 94Q: 34 clusters Score -1.049526e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 5 contains 58924 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 21094 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8132 members 
Mstep: Class 11 contains 15161 members 
Mstep: Class 12 contains 354022 members 
Mstep: Class 13 contains 14645 members 
Mstep: Class 14 contains 6491 members 
Mstep: Class 15 contains 45004 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 55031 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47868 members 
Mstep: Class 23 contains 15245 members 
Mstep: Class 24 contains 43716 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5642 members 
Mstep: Class 27 contains 15636 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 3535 members 
Mstep: Class 31 contains 17426 members 
Mstep: Class 32 contains 12254 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952624.000000 Penalty: 111635.625000
Iteration 95Q: 34 clusters Score -1.049526e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 58892 members 
Mstep: Class 6 contains 23192 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 21104 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8132 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 354025 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 6485 members 
Mstep: Class 15 contains 44966 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 10698 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 55035 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47864 members 
Mstep: Class 23 contains 15239 members 
Mstep: Class 24 contains 43713 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5622 members 
Mstep: Class 27 contains 15628 members 
Mstep: Class 28 contains 10084 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 3537 members 
Mstep: Class 31 contains 17418 members 
Mstep: Class 32 contains 12341 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952536.000000 Penalty: 111635.625000
Iteration 96Q: 34 clusters Score -1.049525e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 5 contains 58859 members 
Mstep: Class 6 contains 23182 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 21114 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 354041 members 
Mstep: Class 13 contains 14622 members 
Mstep: Class 14 contains 6480 members 
Mstep: Class 15 contains 44941 members 
Mstep: Class 16 contains 6684 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 55041 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47850 members 
Mstep: Class 23 contains 15239 members 
Mstep: Class 24 contains 43715 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5608 members 
Mstep: Class 27 contains 15613 members 
Mstep: Class 28 contains 10098 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 3537 members 
Mstep: Class 31 contains 17417 members 
Mstep: Class 32 contains 12400 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952528.000000 Penalty: 111635.625000
Iteration 97Q: 34 clusters Score -1.049525e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58847 members 
Mstep: Class 6 contains 23172 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 21129 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15163 members 
Mstep: Class 12 contains 354011 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 10711 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 55052 members 
Mstep: Class 20 contains 4780 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47842 members 
Mstep: Class 23 contains 15233 members 
Mstep: Class 24 contains 43703 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 15600 members 
Mstep: Class 28 contains 10113 members 
Mstep: Class 29 contains 1015 members 
Mstep: Class 30 contains 3537 members 
Mstep: Class 31 contains 17411 members 
Mstep: Class 32 contains 12472 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952560.000000 Penalty: 111635.625000
Iteration 98Q: 34 clusters Score -1.049526e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58832 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 21139 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 15161 members 
Mstep: Class 12 contains 353981 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 44910 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 55057 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 43697 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 15592 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 1012 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 17407 members 
Mstep: Class 32 contains 12530 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952504.000000 Penalty: 111635.625000
Iteration 99Q: 34 clusters Score -1.049525e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58818 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21149 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8140 members 
Mstep: Class 11 contains 15163 members 
Mstep: Class 12 contains 353975 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 44891 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 55066 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 15231 members 
Mstep: Class 24 contains 43686 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 15584 members 
Mstep: Class 28 contains 10143 members 
Mstep: Class 29 contains 1010 members 
Mstep: Class 30 contains 3540 members 
Mstep: Class 31 contains 17404 members 
Mstep: Class 32 contains 12580 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952584.000000 Penalty: 111635.625000
Iteration 100F: 34 clusters Score -1.049526e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58816 members 
Mstep: Class 6 contains 23163 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21152 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8140 members 
Mstep: Class 11 contains 15167 members 
Mstep: Class 12 contains 353958 members 
Mstep: Class 13 contains 14580 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 44880 members 
Mstep: Class 16 contains 6746 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 55070 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47849 members 
Mstep: Class 23 contains 15226 members 
Mstep: Class 24 contains 43674 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5557 members 
Mstep: Class 27 contains 15581 members 
Mstep: Class 28 contains 10158 members 
Mstep: Class 29 contains 1008 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 17403 members 
Mstep: Class 32 contains 12627 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 34 clusters Score -1.049525e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58807 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21157 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 353946 members 
Mstep: Class 13 contains 14568 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 44868 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 55086 members 
Mstep: Class 20 contains 4780 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47844 members 
Mstep: Class 23 contains 15225 members 
Mstep: Class 24 contains 43671 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 15572 members 
Mstep: Class 28 contains 10177 members 
Mstep: Class 29 contains 1004 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 17395 members 
Mstep: Class 32 contains 12665 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 34 clusters Score -1.049525e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58799 members 
Mstep: Class 6 contains 23161 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21162 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 353952 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 6461 members 
Mstep: Class 15 contains 44850 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 55097 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47833 members 
Mstep: Class 23 contains 15223 members 
Mstep: Class 24 contains 43666 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 15567 members 
Mstep: Class 28 contains 10194 members 
Mstep: Class 29 contains 999 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 17395 members 
Mstep: Class 32 contains 12695 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
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Iteration 103Q: 34 clusters Score -1.049526e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58785 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21165 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 353969 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 44832 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 55113 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 15222 members 
Mstep: Class 24 contains 43663 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 15557 members 
Mstep: Class 28 contains 10205 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 17394 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
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Iteration 104Q: 34 clusters Score -1.049525e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58772 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21167 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15174 members 
Mstep: Class 12 contains 353969 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 44815 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 4038 members 
Mstep: Class 19 contains 55135 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15220 members 
Mstep: Class 24 contains 43661 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 15552 members 
Mstep: Class 28 contains 10224 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 17396 members 
Mstep: Class 32 contains 12743 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
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Iteration 105Q: 34 clusters Score -1.049526e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58762 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21173 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15177 members 
Mstep: Class 12 contains 353974 members 
Mstep: Class 13 contains 14520 members 
Mstep: Class 14 contains 6444 members 
Mstep: Class 15 contains 44803 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 55148 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 15218 members 
Mstep: Class 24 contains 43650 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 15549 members 
Mstep: Class 28 contains 10243 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 17398 members 
Mstep: Class 32 contains 12758 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952648.000000 Penalty: 111635.625000
Iteration 106Q: 34 clusters Score -1.049526e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58755 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15179 members 
Mstep: Class 12 contains 353971 members 
Mstep: Class 13 contains 14510 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 44799 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 10651 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 55171 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 15211 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 15540 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 17399 members 
Mstep: Class 32 contains 12775 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952712.000000 Penalty: 111635.625000
Iteration 107Q: 34 clusters Score -1.049527e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58750 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21174 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 353967 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 44791 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 10633 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 55175 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47816 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 43636 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 15539 members 
Mstep: Class 28 contains 10292 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 17398 members 
Mstep: Class 32 contains 12789 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952816.000000 Penalty: 111635.625000
Iteration 108Q: 34 clusters Score -1.049528e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58746 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21180 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353943 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 15 contains 44788 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 10624 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 55178 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47819 members 
Mstep: Class 23 contains 15204 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 15536 members 
Mstep: Class 28 contains 10314 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 17398 members 
Mstep: Class 32 contains 12804 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952912.000000 Penalty: 111635.625000
Iteration 109Q: 34 clusters Score -1.049529e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58735 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21182 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353931 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 44783 members 
Mstep: Class 16 contains 6877 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 55189 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47821 members 
Mstep: Class 23 contains 15200 members 
Mstep: Class 24 contains 43637 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5482 members 
Mstep: Class 27 contains 15532 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 17396 members 
Mstep: Class 32 contains 12825 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952896.000000 Penalty: 111635.625000
Iteration 110Q: 34 clusters Score -1.049529e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58731 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21184 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8134 members 
Mstep: Class 11 contains 15189 members 
Mstep: Class 12 contains 353926 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 44775 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 55197 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47822 members 
Mstep: Class 23 contains 15194 members 
Mstep: Class 24 contains 43638 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 15532 members 
Mstep: Class 28 contains 10349 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 3546 members 
Mstep: Class 31 contains 17393 members 
Mstep: Class 32 contains 12835 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952720.000000 Penalty: 111635.625000
Iteration 111Q: 34 clusters Score -1.049527e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58725 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21187 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8134 members 
Mstep: Class 11 contains 15188 members 
Mstep: Class 12 contains 353928 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 44769 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 10613 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 55191 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15194 members 
Mstep: Class 24 contains 43637 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 15533 members 
Mstep: Class 28 contains 10361 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 17394 members 
Mstep: Class 32 contains 12847 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952696.000000 Penalty: 111635.625000
Iteration 112Q: 34 clusters Score -1.049527e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58721 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 21184 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15188 members 
Mstep: Class 12 contains 353931 members 
Mstep: Class 13 contains 14464 members 
Mstep: Class 14 contains 6426 members 
Mstep: Class 15 contains 44760 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 55189 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 15193 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 15533 members 
Mstep: Class 28 contains 10373 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 17394 members 
Mstep: Class 32 contains 12858 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952720.000000 Penalty: 111635.625000
Iteration 113Q: 34 clusters Score -1.049527e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58719 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 21184 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 15188 members 
Mstep: Class 12 contains 353929 members 
Mstep: Class 13 contains 14455 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 44752 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55186 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 15191 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5452 members 
Mstep: Class 27 contains 15532 members 
Mstep: Class 28 contains 10378 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 17398 members 
Mstep: Class 32 contains 12865 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952768.000000 Penalty: 111635.625000
Iteration 114Q: 34 clusters Score -1.049528e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58717 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 21184 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15190 members 
Mstep: Class 12 contains 353915 members 
Mstep: Class 13 contains 14450 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 44744 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55183 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 15189 members 
Mstep: Class 24 contains 43638 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 15530 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12880 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952952.000000 Penalty: 111635.625000
Iteration 115Q: 34 clusters Score -1.04953e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58717 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21183 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 15189 members 
Mstep: Class 12 contains 353916 members 
Mstep: Class 13 contains 14448 members 
Mstep: Class 14 contains 6422 members 
Mstep: Class 15 contains 44741 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55189 members 
Mstep: Class 20 contains 4789 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 15187 members 
Mstep: Class 24 contains 43633 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 15528 members 
Mstep: Class 28 contains 10389 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12891 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952816.000000 Penalty: 111635.625000
Iteration 116Q: 34 clusters Score -1.049528e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 23153 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21185 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353921 members 
Mstep: Class 13 contains 14445 members 
Mstep: Class 14 contains 6420 members 
Mstep: Class 15 contains 44735 members 
Mstep: Class 16 contains 6947 members 
Mstep: Class 17 contains 10606 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55190 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47816 members 
Mstep: Class 23 contains 15182 members 
Mstep: Class 24 contains 43629 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 15526 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12900 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952728.000000 Penalty: 111635.625000
Iteration 117Q: 34 clusters Score -1.049527e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58724 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21186 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353910 members 
Mstep: Class 13 contains 14439 members 
Mstep: Class 14 contains 6419 members 
Mstep: Class 15 contains 44732 members 
Mstep: Class 16 contains 6955 members 
Mstep: Class 17 contains 10601 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55192 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47819 members 
Mstep: Class 23 contains 15179 members 
Mstep: Class 24 contains 43626 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 15522 members 
Mstep: Class 28 contains 10405 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12912 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952824.000000 Penalty: 111635.625000
Iteration 118Q: 34 clusters Score -1.049528e+08 nChanged 79
Entering ConstructFrom: 
Score: -104952824.000000 Penalty: 111635.625000
Entering ConstructFrom: 
Trying to split cluster 1 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -844514.687500 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -844514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -839055.250000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -839055.2 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -840413.187500 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -840413.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -840641.000000 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -840641 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -840824.250000 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -840824.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -840964.875000 Penalty: 4361.631836
	Iteration 4Q: 3 clusters Score -840964.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -841131.250000 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -841131.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -841312.875000 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -841312.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -841533.937500 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -841533.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -841821.312500 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -841821.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -842210.062500 Penalty: 4361.631836
	Iteration 9F: 3 clusters Score -842210.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -842719.562500 Penalty: 4361.631836
	Iteration 10F: 3 clusters Score -842719.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -843085.500000 Penalty: 4361.631836
	Iteration 11F: 3 clusters Score -843085.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -843292.875000 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -843292.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -843399.812500 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -843399.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -843461.187500 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -843461.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -843509.062500 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -843509.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -843535.437500 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -843535.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -843560.062500 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -843560.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -843582.437500 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -843582.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -843605.875000 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -843605.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -843623.500000 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -843623.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -843643.437500 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -843643.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -843663.937500 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -843663.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -843693.625000 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -843693.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -843729.312500 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -843729.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -843764.500000 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -843764.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -843822.562500 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -843822.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -843927.875000 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -843927.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -844085.125000 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -844085.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -844274.937500 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -844274.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -844362.000000 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -844362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -844384.625000 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -844384.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -844394.750000 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -844394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -844401.437500 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -844401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -844405.812500 Penalty: 4361.631836
	Iteration 34Q: 3 clusters Score -844405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -844409.375000 Penalty: 4361.631836
	Iteration 35Q: 3 clusters Score -844409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -844410.687500 Penalty: 4361.631836
	Iteration 36Q: 3 clusters Score -844410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -844411.375000 Penalty: 4361.631836
	Iteration 37Q: 3 clusters Score -844411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -844412.250000 Penalty: 4361.631836
	Iteration 38Q: 3 clusters Score -844412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -844413.062500 Penalty: 4361.631836
	Iteration 39Q: 3 clusters Score -844413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -844412.437500 Penalty: 4361.631836
	Iteration 40F: 3 clusters Score -844412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -844414.250000 Penalty: 4361.631836
	Iteration 41Q: 3 clusters Score -844414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -844412.750000 Penalty: 4361.631836
	Iteration 42Q: 3 clusters Score -844412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -844414.625000 Penalty: 4361.631836
	Iteration 43Q: 3 clusters Score -844414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -844414.937500 Penalty: 4361.631836
	Iteration 44Q: 3 clusters Score -844414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -844414.937500 Penalty: 4361.631836
	Iteration 45F: 3 clusters Score -844414.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1148952.250000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1148952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1141673.625000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1141674 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1143730.125000 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1143730 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1143994.875000 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1143995 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1144199.250000 Penalty: 4539.271484
	Iteration 3Q: 3 clusters Score -1144199 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1144341.375000 Penalty: 4539.271484
	Iteration 4Q: 3 clusters Score -1144341 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1144473.125000 Penalty: 4539.271484
	Iteration 5Q: 3 clusters Score -1144473 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1144647.875000 Penalty: 4539.271484
	Iteration 6Q: 3 clusters Score -1144648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1144867.625000 Penalty: 4539.271484
	Iteration 7Q: 3 clusters Score -1144868 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1145125.750000 Penalty: 4539.271484
	Iteration 8Q: 3 clusters Score -1145126 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1145387.500000 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1145388 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1145641.875000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1145642 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1145846.625000 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1145847 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1146031.625000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1146032 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1146202.250000 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1146202 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1146333.125000 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1146333 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1146405.375000 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1146405 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1146464.000000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1146464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1146506.750000 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1146507 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1146543.250000 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1146543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1146570.750000 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1146571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1146601.125000 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1146601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1146624.750000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1146625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1146647.500000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1146648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1146666.250000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1146666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1146679.000000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1146679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1146690.250000 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1146690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1146699.125000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1146699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1146708.250000 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1146708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1146719.500000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1146720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1146729.250000 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1146729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1146740.000000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1146740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1146751.500000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1146752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1146762.375000 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1146762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1146772.000000 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1146772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1146780.125000 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1146780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1146790.000000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1146790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1146792.875000 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1146793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1146797.125000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1146797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1146804.000000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1146804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1146811.000000 Penalty: 4539.271484
	Iteration 39Q: 3 clusters Score -1146811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1146816.750000 Penalty: 4539.271484
	Iteration 40F: 3 clusters Score -1146817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1146820.250000 Penalty: 4539.271484
	Iteration 41Q: 3 clusters Score -1146820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1146825.375000 Penalty: 4539.271484
	Iteration 42Q: 3 clusters Score -1146825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1146828.875000 Penalty: 4539.271484
	Iteration 43Q: 3 clusters Score -1146829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1146838.750000 Penalty: 4539.271484
	Iteration 44Q: 3 clusters Score -1146839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1146845.250000 Penalty: 4539.271484
	Iteration 45Q: 3 clusters Score -1146845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1146846.375000 Penalty: 4539.271484
	Iteration 46Q: 3 clusters Score -1146846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1146857.750000 Penalty: 4539.271484
	Iteration 47Q: 3 clusters Score -1146858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1146863.250000 Penalty: 4539.271484
	Iteration 48Q: 3 clusters Score -1146863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1146877.125000 Penalty: 4539.271484
	Iteration 49Q: 3 clusters Score -1146877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1146885.500000 Penalty: 4539.271484
	Iteration 50Q: 3 clusters Score -1146886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1146892.500000 Penalty: 4539.271484
	Iteration 51Q: 3 clusters Score -1146892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1146900.625000 Penalty: 4539.271484
	Iteration 52Q: 3 clusters Score -1146901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1146902.125000 Penalty: 4539.271484
	Iteration 53Q: 3 clusters Score -1146902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1146904.250000 Penalty: 4539.271484
	Iteration 54Q: 3 clusters Score -1146904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1146907.250000 Penalty: 4539.271484
	Iteration 55Q: 3 clusters Score -1146907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1146910.500000 Penalty: 4539.271484
	Iteration 56Q: 3 clusters Score -1146910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1146909.500000 Penalty: 4539.271484
	Iteration 57Q: 3 clusters Score -1146910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1146916.875000 Penalty: 4539.271484
	Iteration 58Q: 3 clusters Score -1146917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1146922.000000 Penalty: 4539.271484
	Iteration 59Q: 3 clusters Score -1146922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1146933.875000 Penalty: 4539.271484
	Iteration 60F: 3 clusters Score -1146934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1146938.250000 Penalty: 4539.271484
	Iteration 61Q: 3 clusters Score -1146938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1146938.875000 Penalty: 4539.271484
	Iteration 62Q: 3 clusters Score -1146939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1146944.625000 Penalty: 4539.271484
	Iteration 63Q: 3 clusters Score -1146945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1146948.000000 Penalty: 4539.271484
	Iteration 64Q: 3 clusters Score -1146948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1146951.875000 Penalty: 4539.271484
	Iteration 65Q: 3 clusters Score -1146952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1146950.750000 Penalty: 4539.271484
	Iteration 66Q: 3 clusters Score -1146951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1146953.000000 Penalty: 4539.271484
	Iteration 67Q: 3 clusters Score -1146953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1146955.500000 Penalty: 4539.271484
	Iteration 68Q: 3 clusters Score -1146956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1146960.125000 Penalty: 4539.271484
	Iteration 69Q: 3 clusters Score -1146960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1146961.250000 Penalty: 4539.271484
	Iteration 70Q: 3 clusters Score -1146961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1146966.750000 Penalty: 4539.271484
	Iteration 71Q: 3 clusters Score -1146967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1146974.250000 Penalty: 4539.271484
	Iteration 72Q: 3 clusters Score -1146974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1146977.875000 Penalty: 4539.271484
	Iteration 73Q: 3 clusters Score -1146978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1146976.125000 Penalty: 4539.271484
	Iteration 74Q: 3 clusters Score -1146976 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1146979 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1146984 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1146986 nChanged 10
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Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1146987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1146990 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1146992 nChanged 15
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1146994 nChanged 11
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1146999 nChanged 12
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1147001 nChanged 12
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1147001 nChanged 8
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1147004 nChanged 8
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Mstep: Class 1 contains 4548 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1147003 nChanged 5
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Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1147004 nChanged 8
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1147005 nChanged 10
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1147006 nChanged 24
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Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1147018 nChanged 34
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Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1147022 nChanged 27
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1147033 nChanged 21
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1147036 nChanged 22
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Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1147041 nChanged 17
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1147040 nChanged 13
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1147042 nChanged 10
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1147047 nChanged 12
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Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4300 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1147053 nChanged 8
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Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4284 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1147052 nChanged 8
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Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1147056 nChanged 8
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1147060 nChanged 15
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1147063 nChanged 12
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Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1147064 nChanged 12
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Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1147066 nChanged 14
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1147069 nChanged 23
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Mstep: Class 1 contains 4187 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1147073 nChanged 21
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Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5300 members 
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	Iteration 116Q: 3 clusters Score -1147082 nChanged 19
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1147087 nChanged 15
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Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1147091 nChanged 12
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Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1147092 nChanged 13
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Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1147090 nChanged 14
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Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5373 members 
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	Iteration 121Q: 3 clusters Score -1147096 nChanged 20
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Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5393 members 
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	Iteration 122Q: 3 clusters Score -1147102 nChanged 35
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5424 members 
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	Iteration 123Q: 3 clusters Score -1147110 nChanged 34
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Mstep: Class 1 contains 3975 members 
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	Iteration 124Q: 3 clusters Score -1147116 nChanged 28
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Mstep: Class 1 contains 3947 members 
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	Iteration 125Q: 3 clusters Score -1147122 nChanged 28
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Mstep: Class 1 contains 3919 members 
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	Iteration 126Q: 3 clusters Score -1147128 nChanged 32
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Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5544 members 
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	Iteration 127Q: 3 clusters Score -1147134 nChanged 34
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Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5578 members 
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	Iteration 128Q: 3 clusters Score -1147142 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5609 members 
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	Iteration 129Q: 3 clusters Score -1147151 nChanged 28
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Mstep: Class 1 contains 3794 members 
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	Iteration 130Q: 3 clusters Score -1147154 nChanged 29
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Mstep: Class 1 contains 3765 members 
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	Iteration 131Q: 3 clusters Score -1147160 nChanged 28
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Mstep: Class 1 contains 3737 members 
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	Iteration 132Q: 3 clusters Score -1147169 nChanged 26
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Mstep: Class 1 contains 3711 members 
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	Iteration 133Q: 3 clusters Score -1147171 nChanged 24
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Mstep: Class 1 contains 3689 members 
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	Iteration 134Q: 3 clusters Score -1147178 nChanged 23
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Mstep: Class 1 contains 3666 members 
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	Iteration 135Q: 3 clusters Score -1147183 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5792 members 
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	Iteration 136Q: 3 clusters Score -1147190 nChanged 22
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Mstep: Class 1 contains 3617 members 
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	Iteration 137Q: 3 clusters Score -1147193 nChanged 21
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Mstep: Class 1 contains 3596 members 
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	Iteration 138Q: 3 clusters Score -1147194 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3579 members 
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Score: -1147201.250000 Penalty: 4539.271484
	Iteration 139Q: 3 clusters Score -1147201 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3569 members 
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	Iteration 140F: 3 clusters Score -1147197 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3560 members 
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	Iteration 141Q: 3 clusters Score -1147202 nChanged 6
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Mstep: Class 1 contains 3554 members 
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	Iteration 142Q: 3 clusters Score -1147205 nChanged 6
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Mstep: Class 1 contains 3548 members 
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	Iteration 143Q: 3 clusters Score -1147205 nChanged 4
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Mstep: Class 1 contains 3544 members 
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	Iteration 144Q: 3 clusters Score -1147206 nChanged 7
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Mstep: Class 1 contains 3537 members 
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	Iteration 145Q: 3 clusters Score -1147207 nChanged 16
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Mstep: Class 1 contains 3521 members 
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	Iteration 146Q: 3 clusters Score -1147209 nChanged 11
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	Iteration 147Q: 3 clusters Score -1147213 nChanged 8
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Mstep: Class 1 contains 3502 members 
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	Iteration 148Q: 3 clusters Score -1147213 nChanged 7
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Mstep: Class 1 contains 3495 members 
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	Iteration 149Q: 3 clusters Score -1147212 nChanged 6
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Mstep: Class 1 contains 3489 members 
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	Iteration 150Q: 3 clusters Score -1147214 nChanged 4
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Mstep: Class 1 contains 3485 members 
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	Iteration 151Q: 3 clusters Score -1147216 nChanged 2
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	Iteration 152Q: 3 clusters Score -1147216 nChanged 4
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Mstep: Class 1 contains 3479 members 
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	Iteration 153Q: 3 clusters Score -1147215 nChanged 4
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Mstep: Class 1 contains 3475 members 
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	Iteration 154Q: 3 clusters Score -1147217 nChanged 3
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Mstep: Class 1 contains 3472 members 
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	Iteration 155Q: 3 clusters Score -1147216 nChanged 1
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Mstep: Class 1 contains 3471 members 
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	Iteration 156Q: 3 clusters Score -1147218 nChanged 2
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Mstep: Class 1 contains 3469 members 
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	Iteration 157Q: 3 clusters Score -1147217 nChanged 1
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	Iteration 158Q: 3 clusters Score -1147216 nChanged 1
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	Iteration 159Q: 3 clusters Score -1147215 nChanged 2
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	Iteration 160F: 3 clusters Score -1147218 nChanged 2
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Mstep: Class 1 contains 3463 members 
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	Iteration 161Q: 3 clusters Score -1147217 nChanged 3
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Mstep: Class 1 contains 3460 members 
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	Iteration 162Q: 3 clusters Score -1147218 nChanged 4
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Mstep: Class 1 contains 3456 members 
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	Iteration 163Q: 3 clusters Score -1147219 nChanged 5
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Mstep: Class 1 contains 3451 members 
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	Iteration 164Q: 3 clusters Score -1147221 nChanged 6
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	Iteration 165Q: 3 clusters Score -1147220 nChanged 8
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Mstep: Class 1 contains 3437 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1147221 nChanged 6
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Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1147219.500000 Penalty: 4539.271484
	Iteration 167Q: 3 clusters Score -1147220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1147221.000000 Penalty: 4539.271484
	Iteration 168Q: 3 clusters Score -1147221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1147224.375000 Penalty: 4539.271484
	Iteration 169Q: 3 clusters Score -1147224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1147225.500000 Penalty: 4539.271484
	Iteration 170Q: 3 clusters Score -1147226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1147225.750000 Penalty: 4539.271484
	Iteration 171Q: 3 clusters Score -1147226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1147227.750000 Penalty: 4539.271484
	Iteration 172Q: 3 clusters Score -1147228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1147228.500000 Penalty: 4539.271484
	Iteration 173Q: 3 clusters Score -1147228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1147232.875000 Penalty: 4539.271484
	Iteration 174Q: 3 clusters Score -1147233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1147235.500000 Penalty: 4539.271484
	Iteration 175Q: 3 clusters Score -1147236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1147238.375000 Penalty: 4539.271484
	Iteration 176Q: 3 clusters Score -1147238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1147238.625000 Penalty: 4539.271484
	Iteration 177Q: 3 clusters Score -1147239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1147242.625000 Penalty: 4539.271484
	Iteration 178Q: 3 clusters Score -1147243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1147248.125000 Penalty: 4539.271484
	Iteration 179Q: 3 clusters Score -1147248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1147252.375000 Penalty: 4539.271484
	Iteration 180F: 3 clusters Score -1147252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1147254.875000 Penalty: 4539.271484
	Iteration 181Q: 3 clusters Score -1147255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1147255.875000 Penalty: 4539.271484
	Iteration 182Q: 3 clusters Score -1147256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1147261.875000 Penalty: 4539.271484
	Iteration 183Q: 3 clusters Score -1147262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1147262.000000 Penalty: 4539.271484
	Iteration 184Q: 3 clusters Score -1147262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1147263.750000 Penalty: 4539.271484
	Iteration 185Q: 3 clusters Score -1147264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1147265.875000 Penalty: 4539.271484
	Iteration 186Q: 3 clusters Score -1147266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1147268.375000 Penalty: 4539.271484
	Iteration 187Q: 3 clusters Score -1147268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1147274.125000 Penalty: 4539.271484
	Iteration 188Q: 3 clusters Score -1147274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1147272.125000 Penalty: 4539.271484
	Iteration 189Q: 3 clusters Score -1147272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1147276.375000 Penalty: 4539.271484
	Iteration 190Q: 3 clusters Score -1147276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1147275.875000 Penalty: 4539.271484
	Iteration 191Q: 3 clusters Score -1147276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1147278.875000 Penalty: 4539.271484
	Iteration 192Q: 3 clusters Score -1147279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1147280.375000 Penalty: 4539.271484
	Iteration 193Q: 3 clusters Score -1147280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1147281.125000 Penalty: 4539.271484
	Iteration 194Q: 3 clusters Score -1147281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1147283.750000 Penalty: 4539.271484
	Iteration 195Q: 3 clusters Score -1147284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1147287.250000 Penalty: 4539.271484
	Iteration 196Q: 3 clusters Score -1147287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1147288.000000 Penalty: 4539.271484
	Iteration 197Q: 3 clusters Score -1147288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1147288.250000 Penalty: 4539.271484
	Iteration 198Q: 3 clusters Score -1147288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1147286.500000 Penalty: 4539.271484
	Iteration 199Q: 3 clusters Score -1147286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1147287.000000 Penalty: 4539.271484
	Iteration 200F: 3 clusters Score -1147287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1147286.750000 Penalty: 4539.271484
	Iteration 201Q: 3 clusters Score -1147287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1147288.625000 Penalty: 4539.271484
	Iteration 202Q: 3 clusters Score -1147289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1147287.500000 Penalty: 4539.271484
	Iteration 203Q: 3 clusters Score -1147288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1147287.500000 Penalty: 4539.271484
	Iteration 204F: 3 clusters Score -1147288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -841761.687500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -841761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -836024.312500 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -836024.3 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -837402.000000 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -837402 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -837645.875000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -837645.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -837837.500000 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -837837.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -838000.687500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -838000.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -838142.500000 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -838142.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -838285.000000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -838285 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -838439.500000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -838439.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -838590.687500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -838590.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -838718.000000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -838718 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -838831.437500 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -838831.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -838956.000000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -838956 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -839066.437500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -839066.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -839154.812500 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -839154.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -839241.562500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -839241.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -839324.937500 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -839324.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -839396.437500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -839396.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -839448.937500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -839448.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -839495.687500 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -839495.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -839539.250000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -839539.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -839575.125000 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -839575.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -839600.937500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -839600.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -839625.375000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -839625.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -839641.562500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -839641.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -839658.500000 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -839658.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -839680.000000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -839680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -839700.375000 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -839700.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -839722.812500 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -839722.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -839744.750000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -839744.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -839765.062500 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -839765.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -839778.437500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -839778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -839798.125000 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -839798.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -839814.000000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -839814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -839826.062500 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -839826.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -839836.812500 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -839836.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -839844.375000 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -839844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -839850.562500 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -839850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -839853.062500 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -839853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -839861.375000 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -839861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -839867.000000 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -839867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -839879.187500 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -839879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -839885.187500 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -839885.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -839891.312500 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -839891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -839895.937500 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -839895.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -839902.687500 Penalty: 4381.975586
	Iteration 44Q: 3 clusters Score -839902.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -839907.875000 Penalty: 4381.975586
	Iteration 45Q: 3 clusters Score -839907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -839918.375000 Penalty: 4381.975586
	Iteration 46Q: 3 clusters Score -839918.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -839920.937500 Penalty: 4381.975586
	Iteration 47Q: 3 clusters Score -839920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -839923.312500 Penalty: 4381.975586
	Iteration 48Q: 3 clusters Score -839923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -839926.625000 Penalty: 4381.975586
	Iteration 49Q: 3 clusters Score -839926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -839929.250000 Penalty: 4381.975586
	Iteration 50Q: 3 clusters Score -839929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -839930.500000 Penalty: 4381.975586
	Iteration 51Q: 3 clusters Score -839930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -839932.562500 Penalty: 4381.975586
	Iteration 52Q: 3 clusters Score -839932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -839933.750000 Penalty: 4381.975586
	Iteration 53Q: 3 clusters Score -839933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -839936.625000 Penalty: 4381.975586
	Iteration 54Q: 3 clusters Score -839936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -839938.187500 Penalty: 4381.975586
	Iteration 55Q: 3 clusters Score -839938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -839938.187500 Penalty: 4381.975586
	Iteration 56F: 3 clusters Score -839938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -532964.312500 Penalty: 2077.727051
	Iteration 0F: 2 clusters Score -532964.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -528855.500000 Penalty: 4155.454102
	Iteration 0F: 3 clusters Score -528855.5 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -529773.687500 Penalty: 4155.454102
	Iteration 1F: 3 clusters Score -529773.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -530011.875000 Penalty: 4155.454102
	Iteration 2F: 3 clusters Score -530011.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -530210.312500 Penalty: 4155.454102
	Iteration 3F: 3 clusters Score -530210.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -530455.062500 Penalty: 4155.454102
	Iteration 4F: 3 clusters Score -530455.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -530643.375000 Penalty: 4155.454102
	Iteration 5Q: 3 clusters Score -530643.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -530796.875000 Penalty: 4155.454102
	Iteration 6Q: 3 clusters Score -530796.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -530931.437500 Penalty: 4155.454102
	Iteration 7Q: 3 clusters Score -530931.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -531046.437500 Penalty: 4155.454102
	Iteration 8Q: 3 clusters Score -531046.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -531142.750000 Penalty: 4155.454102
	Iteration 9Q: 3 clusters Score -531142.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -531213.625000 Penalty: 4155.454102
	Iteration 10Q: 3 clusters Score -531213.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -531273.125000 Penalty: 4155.454102
	Iteration 11Q: 3 clusters Score -531273.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -531327.125000 Penalty: 4155.454102
	Iteration 12Q: 3 clusters Score -531327.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -531384.562500 Penalty: 4155.454102
	Iteration 13Q: 3 clusters Score -531384.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -531453.687500 Penalty: 4155.454102
	Iteration 14Q: 3 clusters Score -531453.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -531524.312500 Penalty: 4155.454102
	Iteration 15Q: 3 clusters Score -531524.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -531581.750000 Penalty: 4155.454102
	Iteration 16Q: 3 clusters Score -531581.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -531631.437500 Penalty: 4155.454102
	Iteration 17Q: 3 clusters Score -531631.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -531679.812500 Penalty: 4155.454102
	Iteration 18Q: 3 clusters Score -531679.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -531718.937500 Penalty: 4155.454102
	Iteration 19Q: 3 clusters Score -531718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -531746.687500 Penalty: 4155.454102
	Iteration 20F: 3 clusters Score -531746.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -531760.750000 Penalty: 4155.454102
	Iteration 21Q: 3 clusters Score -531760.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -531769.250000 Penalty: 4155.454102
	Iteration 22Q: 3 clusters Score -531769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -531778.187500 Penalty: 4155.454102
	Iteration 23Q: 3 clusters Score -531778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -531784.937500 Penalty: 4155.454102
	Iteration 24Q: 3 clusters Score -531784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -531793.187500 Penalty: 4155.454102
	Iteration 25Q: 3 clusters Score -531793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -531799.625000 Penalty: 4155.454102
	Iteration 26Q: 3 clusters Score -531799.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -531808.875000 Penalty: 4155.454102
	Iteration 27Q: 3 clusters Score -531808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -531816.187500 Penalty: 4155.454102
	Iteration 28Q: 3 clusters Score -531816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -531824.812500 Penalty: 4155.454102
	Iteration 29Q: 3 clusters Score -531824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -531829.875000 Penalty: 4155.454102
	Iteration 30Q: 3 clusters Score -531829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -531837.750000 Penalty: 4155.454102
	Iteration 31Q: 3 clusters Score -531837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -531842.625000 Penalty: 4155.454102
	Iteration 32Q: 3 clusters Score -531842.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -531855.375000 Penalty: 4155.454102
	Iteration 33Q: 3 clusters Score -531855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -531867.187500 Penalty: 4155.454102
	Iteration 34Q: 3 clusters Score -531867.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -531881.250000 Penalty: 4155.454102
	Iteration 35Q: 3 clusters Score -531881.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -531899.437500 Penalty: 4155.454102
	Iteration 36Q: 3 clusters Score -531899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -531917.500000 Penalty: 4155.454102
	Iteration 37Q: 3 clusters Score -531917.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -531942.250000 Penalty: 4155.454102
	Iteration 38Q: 3 clusters Score -531942.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -531975.562500 Penalty: 4155.454102
	Iteration 39Q: 3 clusters Score -531975.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -532021.375000 Penalty: 4155.454102
	Iteration 40F: 3 clusters Score -532021.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -532066.687500 Penalty: 4155.454102
	Iteration 41Q: 3 clusters Score -532066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -532110.625000 Penalty: 4155.454102
	Iteration 42Q: 3 clusters Score -532110.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -532139.562500 Penalty: 4155.454102
	Iteration 43Q: 3 clusters Score -532139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -532149.625000 Penalty: 4155.454102
	Iteration 44Q: 3 clusters Score -532149.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -532161.375000 Penalty: 4155.454102
	Iteration 45Q: 3 clusters Score -532161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -532168.125000 Penalty: 4155.454102
	Iteration 46Q: 3 clusters Score -532168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -532168.375000 Penalty: 4155.454102
	Iteration 47Q: 3 clusters Score -532168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -532168.937500 Penalty: 4155.454102
	Iteration 48Q: 3 clusters Score -532168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -532168.937500 Penalty: 4155.454102
	Iteration 49F: 3 clusters Score -532168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Entering Unmasked Estep 
Score: -7616190.000000 Penalty: 2723.172852
	Iteration 0F: 2 clusters Score -7616190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -7576747.500000 Penalty: 5446.345703
	Iteration 0F: 3 clusters Score -7576748 nChanged 27273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -7591676.500000 Penalty: 5446.345703
	Iteration 1F: 3 clusters Score -7591676 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -7592121.000000 Penalty: 5446.345703
	Iteration 2Q: 3 clusters Score -7592121 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7592581.500000 Penalty: 5446.345703
	Iteration 3Q: 3 clusters Score -7592582 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7593083.500000 Penalty: 5446.345703
	Iteration 4Q: 3 clusters Score -7593084 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -7593549.000000 Penalty: 5446.345703
	Iteration 5Q: 3 clusters Score -7593549 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7594131.000000 Penalty: 5446.345703
	Iteration 6Q: 3 clusters Score -7594131 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7594808.500000 Penalty: 5446.345703
	Iteration 7Q: 3 clusters Score -7594808 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7595693.000000 Penalty: 5446.345703
	Iteration 8Q: 3 clusters Score -7595693 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -7596880.500000 Penalty: 5446.345703
	Iteration 9Q: 3 clusters Score -7596880 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7598514.500000 Penalty: 5446.345703
	Iteration 10Q: 3 clusters Score -7598514 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -7600783.500000 Penalty: 5446.345703
	Iteration 11F: 3 clusters Score -7600784 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -7603345.500000 Penalty: 5446.345703
	Iteration 12F: 3 clusters Score -7603346 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -7605729.000000 Penalty: 5446.345703
	Iteration 13Q: 3 clusters Score -7605729 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -7607493.500000 Penalty: 5446.345703
	Iteration 14Q: 3 clusters Score -7607494 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -7608569.000000 Penalty: 5446.345703
	Iteration 15Q: 3 clusters Score -7608569 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -7609289.000000 Penalty: 5446.345703
	Iteration 16Q: 3 clusters Score -7609289 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -7609854.000000 Penalty: 5446.345703
	Iteration 17Q: 3 clusters Score -7609854 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -7610406.500000 Penalty: 5446.345703
	Iteration 18Q: 3 clusters Score -7610406 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7610918.000000 Penalty: 5446.345703
	Iteration 19Q: 3 clusters Score -7610918 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -7611312.500000 Penalty: 5446.345703
	Iteration 20F: 3 clusters Score -7611312 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -7611715.500000 Penalty: 5446.345703
	Iteration 21Q: 3 clusters Score -7611716 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -7612087.500000 Penalty: 5446.345703
	Iteration 22Q: 3 clusters Score -7612088 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -7612417.500000 Penalty: 5446.345703
	Iteration 23Q: 3 clusters Score -7612418 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -7612707.000000 Penalty: 5446.345703
	Iteration 24Q: 3 clusters Score -7612707 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7612972.500000 Penalty: 5446.345703
	Iteration 25Q: 3 clusters Score -7612972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -7613181.500000 Penalty: 5446.345703
	Iteration 26Q: 3 clusters Score -7613182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7613344.500000 Penalty: 5446.345703
	Iteration 27Q: 3 clusters Score -7613344 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7613460.000000 Penalty: 5446.345703
	Iteration 28Q: 3 clusters Score -7613460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7613546.500000 Penalty: 5446.345703
	Iteration 29Q: 3 clusters Score -7613546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7613597.000000 Penalty: 5446.345703
	Iteration 30Q: 3 clusters Score -7613597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -7613640.000000 Penalty: 5446.345703
	Iteration 31Q: 3 clusters Score -7613640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -7613682.500000 Penalty: 5446.345703
	Iteration 32Q: 3 clusters Score -7613682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7613717.000000 Penalty: 5446.345703
	Iteration 33Q: 3 clusters Score -7613717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -7613740.500000 Penalty: 5446.345703
	Iteration 34Q: 3 clusters Score -7613740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -7613758.000000 Penalty: 5446.345703
	Iteration 35Q: 3 clusters Score -7613758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -7613774.000000 Penalty: 5446.345703
	Iteration 36Q: 3 clusters Score -7613774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7613783.500000 Penalty: 5446.345703
	Iteration 37Q: 3 clusters Score -7613784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7613799.500000 Penalty: 5446.345703
	Iteration 38Q: 3 clusters Score -7613800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -7613802.000000 Penalty: 5446.345703
	Iteration 39Q: 3 clusters Score -7613802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -7613814.500000 Penalty: 5446.345703
	Iteration 40F: 3 clusters Score -7613814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -7613824.000000 Penalty: 5446.345703
	Iteration 41Q: 3 clusters Score -7613824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -7613819.000000 Penalty: 5446.345703
	Iteration 42Q: 3 clusters Score -7613819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -7613827.000000 Penalty: 5446.345703
	Iteration 43Q: 3 clusters Score -7613827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7613827.500000 Penalty: 5446.345703
	Iteration 44Q: 3 clusters Score -7613828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7613831.500000 Penalty: 5446.345703
	Iteration 45Q: 3 clusters Score -7613832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -7613831.000000 Penalty: 5446.345703
	Iteration 46Q: 3 clusters Score -7613831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -7613831.000000 Penalty: 5446.345703
	Iteration 47F: 3 clusters Score -7613831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Entering Unmasked Estep 
Score: -2933998.500000 Penalty: 2492.316650
	Iteration 0F: 2 clusters Score -2933998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2917937.750000 Penalty: 4984.633301
	Iteration 0F: 3 clusters Score -2917938 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2923366.000000 Penalty: 4984.633301
	Iteration 1F: 3 clusters Score -2923366 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2923842.750000 Penalty: 4984.633301
	Iteration 2F: 3 clusters Score -2923843 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2924265.750000 Penalty: 4984.633301
	Iteration 3Q: 3 clusters Score -2924266 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2924695.000000 Penalty: 4984.633301
	Iteration 4Q: 3 clusters Score -2924695 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2925204.250000 Penalty: 4984.633301
	Iteration 5Q: 3 clusters Score -2925204 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2925802.500000 Penalty: 4984.633301
	Iteration 6Q: 3 clusters Score -2925802 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2926434.000000 Penalty: 4984.633301
	Iteration 7F: 3 clusters Score -2926434 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2927177.250000 Penalty: 4984.633301
	Iteration 8F: 3 clusters Score -2927177 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2927979.750000 Penalty: 4984.633301
	Iteration 9F: 3 clusters Score -2927980 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2928799.500000 Penalty: 4984.633301
	Iteration 10F: 3 clusters Score -2928800 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2929649.250000 Penalty: 4984.633301
	Iteration 11F: 3 clusters Score -2929649 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2930407.750000 Penalty: 4984.633301
	Iteration 12Q: 3 clusters Score -2930408 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2931034.250000 Penalty: 4984.633301
	Iteration 13Q: 3 clusters Score -2931034 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2931530.750000 Penalty: 4984.633301
	Iteration 14Q: 3 clusters Score -2931531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2931889.000000 Penalty: 4984.633301
	Iteration 15Q: 3 clusters Score -2931889 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2932095.500000 Penalty: 4984.633301
	Iteration 16Q: 3 clusters Score -2932096 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2932251.500000 Penalty: 4984.633301
	Iteration 17Q: 3 clusters Score -2932252 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2932387.500000 Penalty: 4984.633301
	Iteration 18Q: 3 clusters Score -2932388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2932453.750000 Penalty: 4984.633301
	Iteration 19Q: 3 clusters Score -2932454 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2932518.250000 Penalty: 4984.633301
	Iteration 20F: 3 clusters Score -2932518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2932564.000000 Penalty: 4984.633301
	Iteration 21Q: 3 clusters Score -2932564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2932602.750000 Penalty: 4984.633301
	Iteration 22Q: 3 clusters Score -2932603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2932630.250000 Penalty: 4984.633301
	Iteration 23Q: 3 clusters Score -2932630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2932646.000000 Penalty: 4984.633301
	Iteration 24Q: 3 clusters Score -2932646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2932671.500000 Penalty: 4984.633301
	Iteration 25Q: 3 clusters Score -2932672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2932688.250000 Penalty: 4984.633301
	Iteration 26Q: 3 clusters Score -2932688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2932703.250000 Penalty: 4984.633301
	Iteration 27Q: 3 clusters Score -2932703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2932712.750000 Penalty: 4984.633301
	Iteration 28Q: 3 clusters Score -2932713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2932728.000000 Penalty: 4984.633301
	Iteration 29Q: 3 clusters Score -2932728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2932743.000000 Penalty: 4984.633301
	Iteration 30Q: 3 clusters Score -2932743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2932758.750000 Penalty: 4984.633301
	Iteration 31Q: 3 clusters Score -2932759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2932769.250000 Penalty: 4984.633301
	Iteration 32Q: 3 clusters Score -2932769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2932773.250000 Penalty: 4984.633301
	Iteration 33Q: 3 clusters Score -2932773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2932793.500000 Penalty: 4984.633301
	Iteration 34Q: 3 clusters Score -2932794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2932795.750000 Penalty: 4984.633301
	Iteration 35Q: 3 clusters Score -2932796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2932808.750000 Penalty: 4984.633301
	Iteration 36Q: 3 clusters Score -2932809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2932822.750000 Penalty: 4984.633301
	Iteration 37Q: 3 clusters Score -2932823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2932822.500000 Penalty: 4984.633301
	Iteration 38Q: 3 clusters Score -2932822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2932827.250000 Penalty: 4984.633301
	Iteration 39Q: 3 clusters Score -2932827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2932832.250000 Penalty: 4984.633301
	Iteration 40F: 3 clusters Score -2932832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2932837.750000 Penalty: 4984.633301
	Iteration 41Q: 3 clusters Score -2932838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2932837.750000 Penalty: 4984.633301
	Iteration 42Q: 3 clusters Score -2932838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2932845.500000 Penalty: 4984.633301
	Iteration 43Q: 3 clusters Score -2932846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2932852.000000 Penalty: 4984.633301
	Iteration 44Q: 3 clusters Score -2932852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2932854.000000 Penalty: 4984.633301
	Iteration 45Q: 3 clusters Score -2932854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2932857.250000 Penalty: 4984.633301
	Iteration 46Q: 3 clusters Score -2932857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2932860.000000 Penalty: 4984.633301
	Iteration 47Q: 3 clusters Score -2932860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2932860.000000 Penalty: 4984.633301
	Iteration 48Q: 3 clusters Score -2932860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2932864.500000 Penalty: 4984.633301
	Iteration 49Q: 3 clusters Score -2932864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2932865.750000 Penalty: 4984.633301
	Iteration 50Q: 3 clusters Score -2932866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2932867.250000 Penalty: 4984.633301
	Iteration 51Q: 3 clusters Score -2932867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2932866.250000 Penalty: 4984.633301
	Iteration 52Q: 3 clusters Score -2932866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2932871.000000 Penalty: 4984.633301
	Iteration 53Q: 3 clusters Score -2932871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2932873.750000 Penalty: 4984.633301
	Iteration 54Q: 3 clusters Score -2932874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2932869.750000 Penalty: 4984.633301
	Iteration 55Q: 3 clusters Score -2932870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2932874.000000 Penalty: 4984.633301
	Iteration 56Q: 3 clusters Score -2932874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2932869.500000 Penalty: 4984.633301
	Iteration 57Q: 3 clusters Score -2932870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2932871.750000 Penalty: 4984.633301
	Iteration 58Q: 3 clusters Score -2932872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2932873.250000 Penalty: 4984.633301
	Iteration 59Q: 3 clusters Score -2932873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2932872.500000 Penalty: 4984.633301
	Iteration 60F: 3 clusters Score -2932872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2932869.250000 Penalty: 4984.633301
	Iteration 61Q: 3 clusters Score -2932869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2932869.250000 Penalty: 4984.633301
	Iteration 62F: 3 clusters Score -2932869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -1144415.125000 Penalty: 2269.083008
	Iteration 0F: 2 clusters Score -1144415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1137104.000000 Penalty: 4538.166016
	Iteration 0F: 3 clusters Score -1137104 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1139415.875000 Penalty: 4538.166016
	Iteration 1F: 3 clusters Score -1139416 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1139867.000000 Penalty: 4538.166016
	Iteration 2F: 3 clusters Score -1139867 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1140242.000000 Penalty: 4538.166016
	Iteration 3F: 3 clusters Score -1140242 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1140565.250000 Penalty: 4538.166016
	Iteration 4F: 3 clusters Score -1140565 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1140906.000000 Penalty: 4538.166016
	Iteration 5F: 3 clusters Score -1140906 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1141221.500000 Penalty: 4538.166016
	Iteration 6Q: 3 clusters Score -1141222 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1141489.375000 Penalty: 4538.166016
	Iteration 7Q: 3 clusters Score -1141489 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1141735.875000 Penalty: 4538.166016
	Iteration 8Q: 3 clusters Score -1141736 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1141977.375000 Penalty: 4538.166016
	Iteration 9Q: 3 clusters Score -1141977 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1142253.125000 Penalty: 4538.166016
	Iteration 10Q: 3 clusters Score -1142253 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1142586.250000 Penalty: 4538.166016
	Iteration 11Q: 3 clusters Score -1142586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1143082.625000 Penalty: 4538.166016
	Iteration 12Q: 3 clusters Score -1143083 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1143693.500000 Penalty: 4538.166016
	Iteration 13Q: 3 clusters Score -1143694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1144240.500000 Penalty: 4538.166016
	Iteration 14Q: 3 clusters Score -1144240 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1144548.500000 Penalty: 4538.166016
	Iteration 15Q: 3 clusters Score -1144548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1144675.125000 Penalty: 4538.166016
	Iteration 16Q: 3 clusters Score -1144675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1144744.000000 Penalty: 4538.166016
	Iteration 17Q: 3 clusters Score -1144744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1144783.000000 Penalty: 4538.166016
	Iteration 18Q: 3 clusters Score -1144783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1144809.000000 Penalty: 4538.166016
	Iteration 19Q: 3 clusters Score -1144809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1144835.625000 Penalty: 4538.166016
	Iteration 20F: 3 clusters Score -1144836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1144855.625000 Penalty: 4538.166016
	Iteration 21Q: 3 clusters Score -1144856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1144877.875000 Penalty: 4538.166016
	Iteration 22Q: 3 clusters Score -1144878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1144896.625000 Penalty: 4538.166016
	Iteration 23Q: 3 clusters Score -1144897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1144919.125000 Penalty: 4538.166016
	Iteration 24Q: 3 clusters Score -1144919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1144935.750000 Penalty: 4538.166016
	Iteration 25Q: 3 clusters Score -1144936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1144950.875000 Penalty: 4538.166016
	Iteration 26Q: 3 clusters Score -1144951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1144965.750000 Penalty: 4538.166016
	Iteration 27Q: 3 clusters Score -1144966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1144978.875000 Penalty: 4538.166016
	Iteration 28Q: 3 clusters Score -1144979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1144998.250000 Penalty: 4538.166016
	Iteration 29Q: 3 clusters Score -1144998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1145013.625000 Penalty: 4538.166016
	Iteration 30Q: 3 clusters Score -1145014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1145027.625000 Penalty: 4538.166016
	Iteration 31Q: 3 clusters Score -1145028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1145043.250000 Penalty: 4538.166016
	Iteration 32Q: 3 clusters Score -1145043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1145050.625000 Penalty: 4538.166016
	Iteration 33Q: 3 clusters Score -1145051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1145068.125000 Penalty: 4538.166016
	Iteration 34Q: 3 clusters Score -1145068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1145079.125000 Penalty: 4538.166016
	Iteration 35Q: 3 clusters Score -1145079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1145092.375000 Penalty: 4538.166016
	Iteration 36Q: 3 clusters Score -1145092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1145101.875000 Penalty: 4538.166016
	Iteration 37Q: 3 clusters Score -1145102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1145113.000000 Penalty: 4538.166016
	Iteration 38Q: 3 clusters Score -1145113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1145120.125000 Penalty: 4538.166016
	Iteration 39Q: 3 clusters Score -1145120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1145123.875000 Penalty: 4538.166016
	Iteration 40F: 3 clusters Score -1145124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1145124.750000 Penalty: 4538.166016
	Iteration 41Q: 3 clusters Score -1145125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1145129.375000 Penalty: 4538.166016
	Iteration 42Q: 3 clusters Score -1145129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1145131.375000 Penalty: 4538.166016
	Iteration 43Q: 3 clusters Score -1145131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1145131.250000 Penalty: 4538.166016
	Iteration 44Q: 3 clusters Score -1145131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1145131.250000 Penalty: 4538.166016
	Iteration 45F: 3 clusters Score -1145131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 21190 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353897 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55201 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43628 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17400 members 
Mstep: Class 32 contains 12929 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 3189 members 
Entering Unmasked Estep 
Score: -104952616.000000 Penalty: 115018.523438
Splitting cluster 7 changes total score from -104952824.000000 to -104952616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Entering Unmasked Estep 
Score: -2768032.250000 Penalty: 2470.398682
	Iteration 0F: 2 clusters Score -2768032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2753119.500000 Penalty: 4940.797363
	Iteration 0F: 3 clusters Score -2753120 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2758257.750000 Penalty: 4940.797363
	Iteration 1F: 3 clusters Score -2758258 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2758739.250000 Penalty: 4940.797363
	Iteration 2F: 3 clusters Score -2758739 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2759225.750000 Penalty: 4940.797363
	Iteration 3F: 3 clusters Score -2759226 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2759679.750000 Penalty: 4940.797363
	Iteration 4Q: 3 clusters Score -2759680 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2760177.500000 Penalty: 4940.797363
	Iteration 5Q: 3 clusters Score -2760178 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2760750.750000 Penalty: 4940.797363
	Iteration 6F: 3 clusters Score -2760751 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2761364.500000 Penalty: 4940.797363
	Iteration 7F: 3 clusters Score -2761364 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2762089.000000 Penalty: 4940.797363
	Iteration 8F: 3 clusters Score -2762089 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2762814.500000 Penalty: 4940.797363
	Iteration 9F: 3 clusters Score -2762814 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2763524.250000 Penalty: 4940.797363
	Iteration 10Q: 3 clusters Score -2763524 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2764140.750000 Penalty: 4940.797363
	Iteration 11Q: 3 clusters Score -2764141 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2764572.500000 Penalty: 4940.797363
	Iteration 12Q: 3 clusters Score -2764572 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2764819.500000 Penalty: 4940.797363
	Iteration 13Q: 3 clusters Score -2764820 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2764956.250000 Penalty: 4940.797363
	Iteration 14Q: 3 clusters Score -2764956 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2765037.750000 Penalty: 4940.797363
	Iteration 15Q: 3 clusters Score -2765038 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2765086.000000 Penalty: 4940.797363
	Iteration 16Q: 3 clusters Score -2765086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2765142.750000 Penalty: 4940.797363
	Iteration 17Q: 3 clusters Score -2765143 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2765188.250000 Penalty: 4940.797363
	Iteration 18Q: 3 clusters Score -2765188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2765234.250000 Penalty: 4940.797363
	Iteration 19Q: 3 clusters Score -2765234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2765253.500000 Penalty: 4940.797363
	Iteration 20F: 3 clusters Score -2765254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2765272.750000 Penalty: 4940.797363
	Iteration 21Q: 3 clusters Score -2765273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2765293.750000 Penalty: 4940.797363
	Iteration 22Q: 3 clusters Score -2765294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2765316.750000 Penalty: 4940.797363
	Iteration 23Q: 3 clusters Score -2765317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2765334.250000 Penalty: 4940.797363
	Iteration 24Q: 3 clusters Score -2765334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2765352.250000 Penalty: 4940.797363
	Iteration 25Q: 3 clusters Score -2765352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2765359.000000 Penalty: 4940.797363
	Iteration 26Q: 3 clusters Score -2765359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2765375.750000 Penalty: 4940.797363
	Iteration 27Q: 3 clusters Score -2765376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2765393.000000 Penalty: 4940.797363
	Iteration 28Q: 3 clusters Score -2765393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2765394.250000 Penalty: 4940.797363
	Iteration 29Q: 3 clusters Score -2765394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2765400.500000 Penalty: 4940.797363
	Iteration 30Q: 3 clusters Score -2765400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2765404.500000 Penalty: 4940.797363
	Iteration 31Q: 3 clusters Score -2765404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2765415.000000 Penalty: 4940.797363
	Iteration 32Q: 3 clusters Score -2765415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2765425.750000 Penalty: 4940.797363
	Iteration 33Q: 3 clusters Score -2765426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2765431.750000 Penalty: 4940.797363
	Iteration 34Q: 3 clusters Score -2765432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2765446.250000 Penalty: 4940.797363
	Iteration 35Q: 3 clusters Score -2765446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2765454.500000 Penalty: 4940.797363
	Iteration 36Q: 3 clusters Score -2765454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2765452.250000 Penalty: 4940.797363
	Iteration 37Q: 3 clusters Score -2765452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2765470.000000 Penalty: 4940.797363
	Iteration 38Q: 3 clusters Score -2765470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2765487.500000 Penalty: 4940.797363
	Iteration 39Q: 3 clusters Score -2765488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2765492.000000 Penalty: 4940.797363
	Iteration 40F: 3 clusters Score -2765492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2765505.500000 Penalty: 4940.797363
	Iteration 41Q: 3 clusters Score -2765506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2765505.250000 Penalty: 4940.797363
	Iteration 42Q: 3 clusters Score -2765505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2765515.000000 Penalty: 4940.797363
	Iteration 43Q: 3 clusters Score -2765515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2765523.000000 Penalty: 4940.797363
	Iteration 44Q: 3 clusters Score -2765523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2765533.500000 Penalty: 4940.797363
	Iteration 45Q: 3 clusters Score -2765534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2765530.750000 Penalty: 4940.797363
	Iteration 46Q: 3 clusters Score -2765531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2765546.000000 Penalty: 4940.797363
	Iteration 47Q: 3 clusters Score -2765546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2765560.250000 Penalty: 4940.797363
	Iteration 48Q: 3 clusters Score -2765560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2765572.500000 Penalty: 4940.797363
	Iteration 49Q: 3 clusters Score -2765572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2765574.000000 Penalty: 4940.797363
	Iteration 50Q: 3 clusters Score -2765574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2765585.000000 Penalty: 4940.797363
	Iteration 51Q: 3 clusters Score -2765585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2765597.750000 Penalty: 4940.797363
	Iteration 52Q: 3 clusters Score -2765598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2765604.500000 Penalty: 4940.797363
	Iteration 53Q: 3 clusters Score -2765604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2765629.250000 Penalty: 4940.797363
	Iteration 54Q: 3 clusters Score -2765629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2765638.000000 Penalty: 4940.797363
	Iteration 55Q: 3 clusters Score -2765638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2765651.250000 Penalty: 4940.797363
	Iteration 56Q: 3 clusters Score -2765651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2765662.500000 Penalty: 4940.797363
	Iteration 57Q: 3 clusters Score -2765662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2765663.500000 Penalty: 4940.797363
	Iteration 58Q: 3 clusters Score -2765664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2765671.000000 Penalty: 4940.797363
	Iteration 59Q: 3 clusters Score -2765671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2765681.000000 Penalty: 4940.797363
	Iteration 60F: 3 clusters Score -2765681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2765700.000000 Penalty: 4940.797363
	Iteration 61Q: 3 clusters Score -2765700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2765692.750000 Penalty: 4940.797363
	Iteration 62Q: 3 clusters Score -2765693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2765701.500000 Penalty: 4940.797363
	Iteration 63Q: 3 clusters Score -2765702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2765722.250000 Penalty: 4940.797363
	Iteration 64Q: 3 clusters Score -2765722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2765741.500000 Penalty: 4940.797363
	Iteration 65Q: 3 clusters Score -2765742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2765746.250000 Penalty: 4940.797363
	Iteration 66Q: 3 clusters Score -2765746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2765758.750000 Penalty: 4940.797363
	Iteration 67Q: 3 clusters Score -2765759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2765762.750000 Penalty: 4940.797363
	Iteration 68Q: 3 clusters Score -2765763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2765765.000000 Penalty: 4940.797363
	Iteration 69Q: 3 clusters Score -2765765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2765780.000000 Penalty: 4940.797363
	Iteration 70Q: 3 clusters Score -2765780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2765784.250000 Penalty: 4940.797363
	Iteration 71Q: 3 clusters Score -2765784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2765779.000000 Penalty: 4940.797363
	Iteration 72Q: 3 clusters Score -2765779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2765783.500000 Penalty: 4940.797363
	Iteration 73Q: 3 clusters Score -2765784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2765781.750000 Penalty: 4940.797363
	Iteration 74Q: 3 clusters Score -2765782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2765784.250000 Penalty: 4940.797363
	Iteration 75Q: 3 clusters Score -2765784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2765785.500000 Penalty: 4940.797363
	Iteration 76Q: 3 clusters Score -2765786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2765792.250000 Penalty: 4940.797363
	Iteration 77Q: 3 clusters Score -2765792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2765803.750000 Penalty: 4940.797363
	Iteration 78Q: 3 clusters Score -2765804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2765807.750000 Penalty: 4940.797363
	Iteration 79Q: 3 clusters Score -2765808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2765807.000000 Penalty: 4940.797363
	Iteration 80F: 3 clusters Score -2765807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2765807.750000 Penalty: 4940.797363
	Iteration 81Q: 3 clusters Score -2765808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2765802.500000 Penalty: 4940.797363
	Iteration 82Q: 3 clusters Score -2765802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2765802.250000 Penalty: 4940.797363
	Iteration 83Q: 3 clusters Score -2765802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2765805.250000 Penalty: 4940.797363
	Iteration 84Q: 3 clusters Score -2765805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2765806.250000 Penalty: 4940.797363
	Iteration 85Q: 3 clusters Score -2765806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2765805.000000 Penalty: 4940.797363
	Iteration 86Q: 3 clusters Score -2765805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2765808.750000 Penalty: 4940.797363
	Iteration 87Q: 3 clusters Score -2765809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2765812.250000 Penalty: 4940.797363
	Iteration 88Q: 3 clusters Score -2765812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2765812.000000 Penalty: 4940.797363
	Iteration 89Q: 3 clusters Score -2765812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2765812.750000 Penalty: 4940.797363
	Iteration 90Q: 3 clusters Score -2765813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2765816.000000 Penalty: 4940.797363
	Iteration 91Q: 3 clusters Score -2765816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2765819.750000 Penalty: 4940.797363
	Iteration 92Q: 3 clusters Score -2765820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2765829.000000 Penalty: 4940.797363
	Iteration 93Q: 3 clusters Score -2765829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2765832.250000 Penalty: 4940.797363
	Iteration 94Q: 3 clusters Score -2765832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2765838.000000 Penalty: 4940.797363
	Iteration 95Q: 3 clusters Score -2765838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2765844.500000 Penalty: 4940.797363
	Iteration 96Q: 3 clusters Score -2765844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2765845.750000 Penalty: 4940.797363
	Iteration 97Q: 3 clusters Score -2765846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2765856.750000 Penalty: 4940.797363
	Iteration 98Q: 3 clusters Score -2765857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2765858.750000 Penalty: 4940.797363
	Iteration 99Q: 3 clusters Score -2765859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2765867.250000 Penalty: 4940.797363
	Iteration 100F: 3 clusters Score -2765867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2765876.250000 Penalty: 4940.797363
	Iteration 101Q: 3 clusters Score -2765876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2765882.000000 Penalty: 4940.797363
	Iteration 102Q: 3 clusters Score -2765882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2765874.250000 Penalty: 4940.797363
	Iteration 103Q: 3 clusters Score -2765874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2765881.000000 Penalty: 4940.797363
	Iteration 104Q: 3 clusters Score -2765881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2765882.250000 Penalty: 4940.797363
	Iteration 105Q: 3 clusters Score -2765882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2765882.250000 Penalty: 4940.797363
	Iteration 106Q: 3 clusters Score -2765882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2765885.250000 Penalty: 4940.797363
	Iteration 107Q: 3 clusters Score -2765885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2765889.250000 Penalty: 4940.797363
	Iteration 108Q: 3 clusters Score -2765889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2765888.250000 Penalty: 4940.797363
	Iteration 109Q: 3 clusters Score -2765888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2765887.500000 Penalty: 4940.797363
	Iteration 110Q: 3 clusters Score -2765888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2765887.750000 Penalty: 4940.797363
	Iteration 111Q: 3 clusters Score -2765888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2765889.500000 Penalty: 4940.797363
	Iteration 112Q: 3 clusters Score -2765890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2765883.000000 Penalty: 4940.797363
	Iteration 113Q: 3 clusters Score -2765883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2765880.000000 Penalty: 4940.797363
	Iteration 114Q: 3 clusters Score -2765880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2765880.000000 Penalty: 4940.797363
	Iteration 115F: 3 clusters Score -2765880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -118453.187500 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116484.367188 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -116484.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116882.570312 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -116882.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117133.265625 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -117133.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117393.804688 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -117393.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117667.382812 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -117667.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118121.460938 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -118121.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118551.203125 Penalty: 3473.971191
	Iteration 6F: 3 clusters Score -118551.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118961.914062 Penalty: 3473.971191
	Iteration 7F: 3 clusters Score -118961.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119382.195312 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -119382.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119546.726562 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -119546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119707.429688 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -119707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119850.789062 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -119850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119880.710938 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -119880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119894.046875 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -119894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119897.859375 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -119897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119904.078125 Penalty: 3473.971191
	Iteration 15F: 3 clusters Score -119904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119908.523438 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -119908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119908.523438 Penalty: 3473.971191
	Iteration 17F: 3 clusters Score -119908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21190 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353897 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55201 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43628 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17400 members 
Mstep: Class 32 contains 12929 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 502 members 
Entering Unmasked Estep 
Score: -104952696.000000 Penalty: 115018.523438
Splitting cluster 9 changes total score from -104952824.000000 to -104952696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -889265.687500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -889265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -882792.500000 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -882792.5 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -884885.750000 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -884885.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -885568.687500 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -885568.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -886321.375000 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -886321.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -886968.000000 Penalty: 4466.132812
	Iteration 4F: 3 clusters Score -886968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -887440.375000 Penalty: 4466.132812
	Iteration 5F: 3 clusters Score -887440.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -887805.812500 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -887805.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -888006.625000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -888006.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -888161.187500 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -888161.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -888283.937500 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -888283.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -888380.125000 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -888380.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -888452.812500 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -888452.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -888510.062500 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -888510.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -888555.937500 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -888555.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -888591.375000 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -888591.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -888614.000000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -888614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -888632.062500 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -888632.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -888648.500000 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -888648.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -888664.875000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -888664.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -888681.750000 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -888681.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -888698.000000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -888698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -888710.375000 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -888710.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -888731.937500 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -888731.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -888749.812500 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -888749.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -888771.500000 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -888771.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -888795.250000 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -888795.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -888821.250000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -888821.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -888848.250000 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -888848.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -888871.625000 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -888871.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -888901.125000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -888901.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -888938.625000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -888938.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -888973.437500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -888973.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -889000.625000 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -889000.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -889021.000000 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -889021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -889039.312500 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -889039.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -889050.625000 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -889050.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -889064.937500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -889064.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -889081.312500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -889081.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -889105.187500 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -889105.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -889126.687500 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -889126.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -889147.625000 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -889147.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -889166.375000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -889166.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -889185.000000 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -889185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -889199.437500 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -889199.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -889208.875000 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -889208.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -889210.687500 Penalty: 4466.132812
	Iteration 45Q: 3 clusters Score -889210.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -889216.500000 Penalty: 4466.132812
	Iteration 46Q: 3 clusters Score -889216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -889220.750000 Penalty: 4466.132812
	Iteration 47Q: 3 clusters Score -889220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -889223.250000 Penalty: 4466.132812
	Iteration 48Q: 3 clusters Score -889223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -889228.750000 Penalty: 4466.132812
	Iteration 49Q: 3 clusters Score -889228.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -889239.562500 Penalty: 4466.132812
	Iteration 50Q: 3 clusters Score -889239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -889244.187500 Penalty: 4466.132812
	Iteration 51Q: 3 clusters Score -889244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -889250.625000 Penalty: 4466.132812
	Iteration 52Q: 3 clusters Score -889250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -889251.875000 Penalty: 4466.132812
	Iteration 53Q: 3 clusters Score -889251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -889252.250000 Penalty: 4466.132812
	Iteration 54Q: 3 clusters Score -889252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -889255.062500 Penalty: 4466.132812
	Iteration 55Q: 3 clusters Score -889255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -889254.125000 Penalty: 4466.132812
	Iteration 56Q: 3 clusters Score -889254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -889254.375000 Penalty: 4466.132812
	Iteration 57Q: 3 clusters Score -889254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -889253.250000 Penalty: 4466.132812
	Iteration 58Q: 3 clusters Score -889253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -889253.437500 Penalty: 4466.132812
	Iteration 59Q: 3 clusters Score -889253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -889253.187500 Penalty: 4466.132812
	Iteration 60F: 3 clusters Score -889253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -889254.375000 Penalty: 4466.132812
	Iteration 61Q: 3 clusters Score -889254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -889254.375000 Penalty: 4466.132812
	Iteration 62F: 3 clusters Score -889254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Entering Unmasked Estep 
Score: -2001398.875000 Penalty: 2387.775879
	Iteration 0F: 2 clusters Score -2001399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1990492.500000 Penalty: 4775.551758
	Iteration 0F: 3 clusters Score -1990492 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1993936.875000 Penalty: 4775.551758
	Iteration 1F: 3 clusters Score -1993937 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1994282.250000 Penalty: 4775.551758
	Iteration 2F: 3 clusters Score -1994282 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1994546.000000 Penalty: 4775.551758
	Iteration 3Q: 3 clusters Score -1994546 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1994792.750000 Penalty: 4775.551758
	Iteration 4Q: 3 clusters Score -1994793 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1995088.500000 Penalty: 4775.551758
	Iteration 5Q: 3 clusters Score -1995088 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1995442.875000 Penalty: 4775.551758
	Iteration 6Q: 3 clusters Score -1995443 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1995872.000000 Penalty: 4775.551758
	Iteration 7Q: 3 clusters Score -1995872 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1996407.125000 Penalty: 4775.551758
	Iteration 8F: 3 clusters Score -1996407 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1997079.375000 Penalty: 4775.551758
	Iteration 9F: 3 clusters Score -1997079 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1997712.125000 Penalty: 4775.551758
	Iteration 10F: 3 clusters Score -1997712 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1998251.875000 Penalty: 4775.551758
	Iteration 11Q: 3 clusters Score -1998252 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1998656.625000 Penalty: 4775.551758
	Iteration 12Q: 3 clusters Score -1998657 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1998941.500000 Penalty: 4775.551758
	Iteration 13Q: 3 clusters Score -1998942 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1999145.250000 Penalty: 4775.551758
	Iteration 14Q: 3 clusters Score -1999145 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1999305.500000 Penalty: 4775.551758
	Iteration 15Q: 3 clusters Score -1999306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1999415.250000 Penalty: 4775.551758
	Iteration 16Q: 3 clusters Score -1999415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1999507.875000 Penalty: 4775.551758
	Iteration 17Q: 3 clusters Score -1999508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1999564.125000 Penalty: 4775.551758
	Iteration 18Q: 3 clusters Score -1999564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1999605.625000 Penalty: 4775.551758
	Iteration 19Q: 3 clusters Score -1999606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1999627.125000 Penalty: 4775.551758
	Iteration 20F: 3 clusters Score -1999627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1999649.000000 Penalty: 4775.551758
	Iteration 21Q: 3 clusters Score -1999649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1999665.125000 Penalty: 4775.551758
	Iteration 22Q: 3 clusters Score -1999665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1999674.125000 Penalty: 4775.551758
	Iteration 23Q: 3 clusters Score -1999674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1999683.000000 Penalty: 4775.551758
	Iteration 24Q: 3 clusters Score -1999683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1999685.750000 Penalty: 4775.551758
	Iteration 25Q: 3 clusters Score -1999686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1999686.125000 Penalty: 4775.551758
	Iteration 26Q: 3 clusters Score -1999686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1999688.000000 Penalty: 4775.551758
	Iteration 27Q: 3 clusters Score -1999688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1999685.750000 Penalty: 4775.551758
	Iteration 28Q: 3 clusters Score -1999686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1999685.750000 Penalty: 4775.551758
	Iteration 29F: 3 clusters Score -1999686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (353897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353897 members 
Entering Unmasked Estep 
Score: -45854740.000000 Penalty: 3168.636719
	Iteration 0F: 2 clusters Score -4.585474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176860 members 
Mstep: Class 2 contains 177037 members 
Entering Unmasked Estep 
Score: -45645460.000000 Penalty: 6337.273438
	Iteration 0F: 3 clusters Score -4.564546e+07 nChanged 171698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -45746272.000000 Penalty: 6337.273438
	Iteration 1F: 3 clusters Score -4.574627e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173763 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -45747276.000000 Penalty: 6337.273438
	Iteration 2Q: 3 clusters Score -4.574728e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172076 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -45748168.000000 Penalty: 6337.273438
	Iteration 3Q: 3 clusters Score -4.574817e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 184323 members 
Entering Unmasked Estep 
Score: -45749660.000000 Penalty: 6337.273438
	Iteration 4Q: 3 clusters Score -4.574966e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 187896 members 
Entering Unmasked Estep 
Score: -45751400.000000 Penalty: 6337.273438
	Iteration 5Q: 3 clusters Score -4.57514e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 193124 members 
Entering Unmasked Estep 
Score: -45753624.000000 Penalty: 6337.273438
	Iteration 6Q: 3 clusters Score -4.575362e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 200296 members 
Entering Unmasked Estep 
Score: -45756948.000000 Penalty: 6337.273438
	Iteration 7Q: 3 clusters Score -4.575695e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 209493 members 
Entering Unmasked Estep 
Score: -45761780.000000 Penalty: 6337.273438
	Iteration 8Q: 3 clusters Score -4.576178e+07 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 219867 members 
Entering Unmasked Estep 
Score: -45769224.000000 Penalty: 6337.273438
	Iteration 9F: 3 clusters Score -4.576922e+07 nChanged 20985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125327 members 
Mstep: Class 2 contains 228570 members 
Entering Unmasked Estep 
Score: -45781268.000000 Penalty: 6337.273438
	Iteration 10F: 3 clusters Score -4.578127e+07 nChanged 22941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Mstep: Class 2 contains 232573 members 
Entering Unmasked Estep 
Score: -45796760.000000 Penalty: 6337.273438
	Iteration 11F: 3 clusters Score -4.579676e+07 nChanged 21765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 231292 members 
Entering Unmasked Estep 
Score: -45808060.000000 Penalty: 6337.273438
	Iteration 12F: 3 clusters Score -4.580806e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 227504 members 
Entering Unmasked Estep 
Score: -45812244.000000 Penalty: 6337.273438
	Iteration 13Q: 3 clusters Score -4.581224e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 223463 members 
Entering Unmasked Estep 
Score: -45813468.000000 Penalty: 6337.273438
	Iteration 14Q: 3 clusters Score -4.581347e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 219592 members 
Entering Unmasked Estep 
Score: -45813640.000000 Penalty: 6337.273438
	Iteration 15Q: 3 clusters Score -4.581364e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 215894 members 
Entering Unmasked Estep 
Score: -45813896.000000 Penalty: 6337.273438
	Iteration 16Q: 3 clusters Score -4.58139e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141647 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -45814060.000000 Penalty: 6337.273438
	Iteration 17Q: 3 clusters Score -4.581406e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 208700 members 
Entering Unmasked Estep 
Score: -45814448.000000 Penalty: 6337.273438
	Iteration 18Q: 3 clusters Score -4.581445e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -45814948.000000 Penalty: 6337.273438
	Iteration 19Q: 3 clusters Score -4.581495e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 202236 members 
Entering Unmasked Estep 
Score: -45815024.000000 Penalty: 6337.273438
	Iteration 20F: 3 clusters Score -4.581502e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 199377 members 
Entering Unmasked Estep 
Score: -45815192.000000 Penalty: 6337.273438
	Iteration 21Q: 3 clusters Score -4.581519e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -45815512.000000 Penalty: 6337.273438
	Iteration 22Q: 3 clusters Score -4.581551e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160031 members 
Mstep: Class 2 contains 193866 members 
Entering Unmasked Estep 
Score: -45815724.000000 Penalty: 6337.273438
	Iteration 23Q: 3 clusters Score -4.581572e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 191306 members 
Entering Unmasked Estep 
Score: -45815920.000000 Penalty: 6337.273438
	Iteration 24Q: 3 clusters Score -4.581592e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 188771 members 
Entering Unmasked Estep 
Score: -45816000.000000 Penalty: 6337.273438
	Iteration 25Q: 3 clusters Score -4.5816e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 186402 members 
Entering Unmasked Estep 
Score: -45816216.000000 Penalty: 6337.273438
	Iteration 26Q: 3 clusters Score -4.581622e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169820 members 
Mstep: Class 2 contains 184077 members 
Entering Unmasked Estep 
Score: -45816264.000000 Penalty: 6337.273438
	Iteration 27Q: 3 clusters Score -4.581626e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 181626 members 
Entering Unmasked Estep 
Score: -45816288.000000 Penalty: 6337.273438
	Iteration 28Q: 3 clusters Score -4.581629e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174960 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -45816332.000000 Penalty: 6337.273438
	Iteration 29Q: 3 clusters Score -4.581633e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177790 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -45816204.000000 Penalty: 6337.273438
	Iteration 30Q: 3 clusters Score -4.58162e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 172951 members 
Entering Unmasked Estep 
Score: -45816144.000000 Penalty: 6337.273438
	Iteration 31Q: 3 clusters Score -4.581614e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 169371 members 
Entering Unmasked Estep 
Score: -45816284.000000 Penalty: 6337.273438
	Iteration 32Q: 3 clusters Score -4.581628e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -45816212.000000 Penalty: 6337.273438
	Iteration 33Q: 3 clusters Score -4.581621e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193336 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -45816108.000000 Penalty: 6337.273438
	Iteration 34Q: 3 clusters Score -4.581611e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -45816076.000000 Penalty: 6337.273438
	Iteration 35Q: 3 clusters Score -4.581608e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207433 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -45816232.000000 Penalty: 6337.273438
	Iteration 36Q: 3 clusters Score -4.581623e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217100 members 
Mstep: Class 2 contains 136797 members 
Entering Unmasked Estep 
Score: -45816400.000000 Penalty: 6337.273438
	Iteration 37Q: 3 clusters Score -4.58164e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229631 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -45816952.000000 Penalty: 6337.273438
	Iteration 38Q: 3 clusters Score -4.581695e+07 nChanged 14966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244545 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -45818356.000000 Penalty: 6337.273438
	Iteration 39Q: 3 clusters Score -4.581836e+07 nChanged 16493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261000 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -45820832.000000 Penalty: 6337.273438
	Iteration 40F: 3 clusters Score -4.582083e+07 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277930 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -45824604.000000 Penalty: 6337.273438
	Iteration 41Q: 3 clusters Score -4.58246e+07 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294225 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -45828376.000000 Penalty: 6337.273438
	Iteration 42Q: 3 clusters Score -4.582838e+07 nChanged 14925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309060 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -45831996.000000 Penalty: 6337.273438
	Iteration 43Q: 3 clusters Score -4.5832e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321927 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -45835584.000000 Penalty: 6337.273438
	Iteration 44Q: 3 clusters Score -4.583558e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332186 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -45839552.000000 Penalty: 6337.273438
	Iteration 45Q: 3 clusters Score -4.583955e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339758 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -45843532.000000 Penalty: 6337.273438
	Iteration 46Q: 3 clusters Score -4.584353e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345054 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -45847080.000000 Penalty: 6337.273438
	Iteration 47Q: 3 clusters Score -4.584708e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348652 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -45849576.000000 Penalty: 6337.273438
	Iteration 48Q: 3 clusters Score -4.584958e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350805 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -45850812.000000 Penalty: 6337.273438
	Iteration 49Q: 3 clusters Score -4.585081e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352000 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -45851268.000000 Penalty: 6337.273438
	Iteration 50Q: 3 clusters Score -4.585127e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352643 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -45851660.000000 Penalty: 6337.273438
	Iteration 51Q: 3 clusters Score -4.585166e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352991 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -45851788.000000 Penalty: 6337.273438
	Iteration 52Q: 3 clusters Score -4.585179e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353175 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -45851892.000000 Penalty: 6337.273438
	Iteration 53Q: 3 clusters Score -4.585189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353270 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45852008.000000 Penalty: 6337.273438
	Iteration 54Q: 3 clusters Score -4.585201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353329 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -45852032.000000 Penalty: 6337.273438
	Iteration 55Q: 3 clusters Score -4.585203e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353377 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45852056.000000 Penalty: 6337.273438
	Iteration 56Q: 3 clusters Score -4.585206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353407 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45852080.000000 Penalty: 6337.273438
	Iteration 57Q: 3 clusters Score -4.585208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45852124.000000 Penalty: 6337.273438
	Iteration 58Q: 3 clusters Score -4.585212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353451 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45852140.000000 Penalty: 6337.273438
	Iteration 59Q: 3 clusters Score -4.585214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45852124.000000 Penalty: 6337.273438
	Iteration 60F: 3 clusters Score -4.585212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45852128.000000 Penalty: 6337.273438
	Iteration 61Q: 3 clusters Score -4.585213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45852156.000000 Penalty: 6337.273438
	Iteration 62Q: 3 clusters Score -4.585216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353502 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45852148.000000 Penalty: 6337.273438
	Iteration 63Q: 3 clusters Score -4.585215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353509 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -45852172.000000 Penalty: 6337.273438
	Iteration 64Q: 3 clusters Score -4.585217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45852152.000000 Penalty: 6337.273438
	Iteration 65Q: 3 clusters Score -4.585215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353517 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45852168.000000 Penalty: 6337.273438
	Iteration 66Q: 3 clusters Score -4.585217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45852164.000000 Penalty: 6337.273438
	Iteration 67Q: 3 clusters Score -4.585216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45852164.000000 Penalty: 6337.273438
	Iteration 68F: 3 clusters Score -4.585216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -1820812.250000 Penalty: 2375.077637
	Iteration 0F: 2 clusters Score -1820812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1810284.875000 Penalty: 4750.155273
	Iteration 0F: 3 clusters Score -1810285 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1813587.250000 Penalty: 4750.155273
	Iteration 1F: 3 clusters Score -1813587 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1813958.750000 Penalty: 4750.155273
	Iteration 2F: 3 clusters Score -1813959 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1814249.125000 Penalty: 4750.155273
	Iteration 3Q: 3 clusters Score -1814249 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1814480.375000 Penalty: 4750.155273
	Iteration 4Q: 3 clusters Score -1814480 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1814706.625000 Penalty: 4750.155273
	Iteration 5Q: 3 clusters Score -1814707 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1814961.750000 Penalty: 4750.155273
	Iteration 6Q: 3 clusters Score -1814962 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1815229.000000 Penalty: 4750.155273
	Iteration 7Q: 3 clusters Score -1815229 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1815486.375000 Penalty: 4750.155273
	Iteration 8Q: 3 clusters Score -1815486 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1815829.500000 Penalty: 4750.155273
	Iteration 9Q: 3 clusters Score -1815830 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1816292.625000 Penalty: 4750.155273
	Iteration 10Q: 3 clusters Score -1816293 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1816894.125000 Penalty: 4750.155273
	Iteration 11Q: 3 clusters Score -1816894 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1817587.500000 Penalty: 4750.155273
	Iteration 12Q: 3 clusters Score -1817588 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1818115.375000 Penalty: 4750.155273
	Iteration 13Q: 3 clusters Score -1818115 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1818390.875000 Penalty: 4750.155273
	Iteration 14Q: 3 clusters Score -1818391 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1818579.750000 Penalty: 4750.155273
	Iteration 15Q: 3 clusters Score -1818580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1818719.500000 Penalty: 4750.155273
	Iteration 16Q: 3 clusters Score -1818720 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1818841.000000 Penalty: 4750.155273
	Iteration 17Q: 3 clusters Score -1818841 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1818951.125000 Penalty: 4750.155273
	Iteration 18Q: 3 clusters Score -1818951 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1819042.375000 Penalty: 4750.155273
	Iteration 19Q: 3 clusters Score -1819042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1819114.375000 Penalty: 4750.155273
	Iteration 20F: 3 clusters Score -1819114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1819174.625000 Penalty: 4750.155273
	Iteration 21Q: 3 clusters Score -1819175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1819238.375000 Penalty: 4750.155273
	Iteration 22Q: 3 clusters Score -1819238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1819290.875000 Penalty: 4750.155273
	Iteration 23Q: 3 clusters Score -1819291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1819326.875000 Penalty: 4750.155273
	Iteration 24Q: 3 clusters Score -1819327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1819362.125000 Penalty: 4750.155273
	Iteration 25Q: 3 clusters Score -1819362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1819411.125000 Penalty: 4750.155273
	Iteration 26Q: 3 clusters Score -1819411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1819456.125000 Penalty: 4750.155273
	Iteration 27Q: 3 clusters Score -1819456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1819493.375000 Penalty: 4750.155273
	Iteration 28Q: 3 clusters Score -1819493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1819522.125000 Penalty: 4750.155273
	Iteration 29Q: 3 clusters Score -1819522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1819549.250000 Penalty: 4750.155273
	Iteration 30Q: 3 clusters Score -1819549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1819573.750000 Penalty: 4750.155273
	Iteration 31Q: 3 clusters Score -1819574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1819588.625000 Penalty: 4750.155273
	Iteration 32Q: 3 clusters Score -1819589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1819598.250000 Penalty: 4750.155273
	Iteration 33Q: 3 clusters Score -1819598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1819611.125000 Penalty: 4750.155273
	Iteration 34Q: 3 clusters Score -1819611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1819612.125000 Penalty: 4750.155273
	Iteration 35Q: 3 clusters Score -1819612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1819621.250000 Penalty: 4750.155273
	Iteration 36Q: 3 clusters Score -1819621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1819621.375000 Penalty: 4750.155273
	Iteration 37Q: 3 clusters Score -1819621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1819623.125000 Penalty: 4750.155273
	Iteration 38Q: 3 clusters Score -1819623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1819620.750000 Penalty: 4750.155273
	Iteration 39Q: 3 clusters Score -1819621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1819621.375000 Penalty: 4750.155273
	Iteration 40F: 3 clusters Score -1819621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1819623.750000 Penalty: 4750.155273
	Iteration 41Q: 3 clusters Score -1819624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1819624.000000 Penalty: 4750.155273
	Iteration 42Q: 3 clusters Score -1819624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1819624.500000 Penalty: 4750.155273
	Iteration 43Q: 3 clusters Score -1819624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1819626.375000 Penalty: 4750.155273
	Iteration 44Q: 3 clusters Score -1819626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1819629.000000 Penalty: 4750.155273
	Iteration 45Q: 3 clusters Score -1819629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1819632.625000 Penalty: 4750.155273
	Iteration 46Q: 3 clusters Score -1819633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1819631.250000 Penalty: 4750.155273
	Iteration 47Q: 3 clusters Score -1819631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1819632.625000 Penalty: 4750.155273
	Iteration 48Q: 3 clusters Score -1819633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1819631.250000 Penalty: 4750.155273
	Iteration 49Q: 3 clusters Score -1819631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1819632.750000 Penalty: 4750.155273
	Iteration 50Q: 3 clusters Score -1819633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1819634.750000 Penalty: 4750.155273
	Iteration 51Q: 3 clusters Score -1819635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1819633.875000 Penalty: 4750.155273
	Iteration 52Q: 3 clusters Score -1819634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1819633.875000 Penalty: 4750.155273
	Iteration 53F: 3 clusters Score -1819634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -740747.125000 Penalty: 2174.104492
	Iteration 0F: 2 clusters Score -740747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -735304.812500 Penalty: 4348.208984
	Iteration 0F: 3 clusters Score -735304.8 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -736736.125000 Penalty: 4348.208984
	Iteration 1F: 3 clusters Score -736736.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -737012.812500 Penalty: 4348.208984
	Iteration 2F: 3 clusters Score -737012.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -737189.125000 Penalty: 4348.208984
	Iteration 3F: 3 clusters Score -737189.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -737321.437500 Penalty: 4348.208984
	Iteration 4Q: 3 clusters Score -737321.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -737442.937500 Penalty: 4348.208984
	Iteration 5Q: 3 clusters Score -737442.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -737546.625000 Penalty: 4348.208984
	Iteration 6Q: 3 clusters Score -737546.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -737628.125000 Penalty: 4348.208984
	Iteration 7Q: 3 clusters Score -737628.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -737704.687500 Penalty: 4348.208984
	Iteration 8Q: 3 clusters Score -737704.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -737775.375000 Penalty: 4348.208984
	Iteration 9Q: 3 clusters Score -737775.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -737836.500000 Penalty: 4348.208984
	Iteration 10Q: 3 clusters Score -737836.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -737904.687500 Penalty: 4348.208984
	Iteration 11Q: 3 clusters Score -737904.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -737983.000000 Penalty: 4348.208984
	Iteration 12Q: 3 clusters Score -737983 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -738080.875000 Penalty: 4348.208984
	Iteration 13Q: 3 clusters Score -738080.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -738185.937500 Penalty: 4348.208984
	Iteration 14Q: 3 clusters Score -738185.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -738288.625000 Penalty: 4348.208984
	Iteration 15Q: 3 clusters Score -738288.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -738407.562500 Penalty: 4348.208984
	Iteration 16Q: 3 clusters Score -738407.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -738542.375000 Penalty: 4348.208984
	Iteration 17Q: 3 clusters Score -738542.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -738678.187500 Penalty: 4348.208984
	Iteration 18Q: 3 clusters Score -738678.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -738798.000000 Penalty: 4348.208984
	Iteration 19Q: 3 clusters Score -738798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -738906.125000 Penalty: 4348.208984
	Iteration 20F: 3 clusters Score -738906.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -739013.750000 Penalty: 4348.208984
	Iteration 21Q: 3 clusters Score -739013.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -739107.937500 Penalty: 4348.208984
	Iteration 22Q: 3 clusters Score -739107.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -739197.187500 Penalty: 4348.208984
	Iteration 23Q: 3 clusters Score -739197.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -739272.875000 Penalty: 4348.208984
	Iteration 24Q: 3 clusters Score -739272.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -739324.062500 Penalty: 4348.208984
	Iteration 25Q: 3 clusters Score -739324.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -739377.375000 Penalty: 4348.208984
	Iteration 26Q: 3 clusters Score -739377.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -739437.125000 Penalty: 4348.208984
	Iteration 27Q: 3 clusters Score -739437.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -739507.500000 Penalty: 4348.208984
	Iteration 28Q: 3 clusters Score -739507.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -739567.500000 Penalty: 4348.208984
	Iteration 29Q: 3 clusters Score -739567.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -739631.375000 Penalty: 4348.208984
	Iteration 30Q: 3 clusters Score -739631.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -739654.062500 Penalty: 4348.208984
	Iteration 31Q: 3 clusters Score -739654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -739669.625000 Penalty: 4348.208984
	Iteration 32Q: 3 clusters Score -739669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -739680.375000 Penalty: 4348.208984
	Iteration 33Q: 3 clusters Score -739680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -739686.687500 Penalty: 4348.208984
	Iteration 34Q: 3 clusters Score -739686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -739686.437500 Penalty: 4348.208984
	Iteration 35Q: 3 clusters Score -739686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -739686.937500 Penalty: 4348.208984
	Iteration 36Q: 3 clusters Score -739686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -739686.937500 Penalty: 4348.208984
	Iteration 37F: 3 clusters Score -739686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Entering Unmasked Estep 
Score: -5699079.500000 Penalty: 2655.672119
	Iteration 0F: 2 clusters Score -5699080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5668804.500000 Penalty: 5311.344238
	Iteration 0F: 3 clusters Score -5668804 nChanged 20637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5679971.500000 Penalty: 5311.344238
	Iteration 1F: 3 clusters Score -5679972 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5680513.500000 Penalty: 5311.344238
	Iteration 2Q: 3 clusters Score -5680514 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5681070.000000 Penalty: 5311.344238
	Iteration 3Q: 3 clusters Score -5681070 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5681805.000000 Penalty: 5311.344238
	Iteration 4Q: 3 clusters Score -5681805 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5682854.500000 Penalty: 5311.344238
	Iteration 5Q: 3 clusters Score -5682854 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -5684400.500000 Penalty: 5311.344238
	Iteration 6F: 3 clusters Score -5684400 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5686794.500000 Penalty: 5311.344238
	Iteration 7F: 3 clusters Score -5686794 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5689809.500000 Penalty: 5311.344238
	Iteration 8F: 3 clusters Score -5689810 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5692854.000000 Penalty: 5311.344238
	Iteration 9F: 3 clusters Score -5692854 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5695077.000000 Penalty: 5311.344238
	Iteration 10Q: 3 clusters Score -5695077 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5696107.000000 Penalty: 5311.344238
	Iteration 11Q: 3 clusters Score -5696107 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5696527.000000 Penalty: 5311.344238
	Iteration 12Q: 3 clusters Score -5696527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5696683.000000 Penalty: 5311.344238
	Iteration 13Q: 3 clusters Score -5696683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5696777.000000 Penalty: 5311.344238
	Iteration 14Q: 3 clusters Score -5696777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5696816.000000 Penalty: 5311.344238
	Iteration 15Q: 3 clusters Score -5696816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5696845.000000 Penalty: 5311.344238
	Iteration 16Q: 3 clusters Score -5696845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5696853.500000 Penalty: 5311.344238
	Iteration 17Q: 3 clusters Score -5696854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5696858.000000 Penalty: 5311.344238
	Iteration 18Q: 3 clusters Score -5696858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5696872.500000 Penalty: 5311.344238
	Iteration 19Q: 3 clusters Score -5696872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5696881.500000 Penalty: 5311.344238
	Iteration 20F: 3 clusters Score -5696882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5696892.500000 Penalty: 5311.344238
	Iteration 21Q: 3 clusters Score -5696892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5696898.500000 Penalty: 5311.344238
	Iteration 22Q: 3 clusters Score -5696898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5696897.500000 Penalty: 5311.344238
	Iteration 23Q: 3 clusters Score -5696898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5696897.500000 Penalty: 5311.344238
	Iteration 24F: 3 clusters Score -5696898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -883096.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -883096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -877310.812500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -877310.8 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -878854.562500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -878854.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -879077.000000 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -879077 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -879230.062500 Penalty: 4388.931641
	Iteration 3Q: 3 clusters Score -879230.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -879336.375000 Penalty: 4388.931641
	Iteration 4Q: 3 clusters Score -879336.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -879422.000000 Penalty: 4388.931641
	Iteration 5Q: 3 clusters Score -879422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -879498.625000 Penalty: 4388.931641
	Iteration 6Q: 3 clusters Score -879498.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -879571.125000 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -879571.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -879654.625000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -879654.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -879738.062500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -879738.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -879835.187500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -879835.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -879989.687500 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -879989.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -880202.500000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -880202.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -880507.062500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -880507.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -880945.687500 Penalty: 4388.931641
	Iteration 14F: 3 clusters Score -880945.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -881466.125000 Penalty: 4388.931641
	Iteration 15F: 3 clusters Score -881466.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -881984.375000 Penalty: 4388.931641
	Iteration 16F: 3 clusters Score -881984.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -882398.875000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -882398.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -882547.375000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -882547.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -882596.437500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -882596.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -882610.375000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -882610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -882616.687500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -882616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -882617.375000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -882617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -882616.750000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -882616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -882618.250000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -882618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -882618.250000 Penalty: 4388.931641
	Iteration 25F: 3 clusters Score -882618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Entering Unmasked Estep 
Score: -1244374.375000 Penalty: 2298.521484
	Iteration 0F: 2 clusters Score -1244374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1236365.750000 Penalty: 4597.042969
	Iteration 0F: 3 clusters Score -1236366 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1238795.000000 Penalty: 4597.042969
	Iteration 1F: 3 clusters Score -1238795 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1239278.375000 Penalty: 4597.042969
	Iteration 2F: 3 clusters Score -1239278 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1239663.875000 Penalty: 4597.042969
	Iteration 3F: 3 clusters Score -1239664 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1239943.375000 Penalty: 4597.042969
	Iteration 4Q: 3 clusters Score -1239943 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1240165.625000 Penalty: 4597.042969
	Iteration 5Q: 3 clusters Score -1240166 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1240320.250000 Penalty: 4597.042969
	Iteration 6Q: 3 clusters Score -1240320 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1240452.125000 Penalty: 4597.042969
	Iteration 7Q: 3 clusters Score -1240452 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1240562.000000 Penalty: 4597.042969
	Iteration 8Q: 3 clusters Score -1240562 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1240659.250000 Penalty: 4597.042969
	Iteration 9Q: 3 clusters Score -1240659 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1240750.000000 Penalty: 4597.042969
	Iteration 10Q: 3 clusters Score -1240750 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1240841.625000 Penalty: 4597.042969
	Iteration 11Q: 3 clusters Score -1240842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1240951.875000 Penalty: 4597.042969
	Iteration 12Q: 3 clusters Score -1240952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1241052.875000 Penalty: 4597.042969
	Iteration 13Q: 3 clusters Score -1241053 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1241201.625000 Penalty: 4597.042969
	Iteration 14Q: 3 clusters Score -1241202 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1241344.750000 Penalty: 4597.042969
	Iteration 15Q: 3 clusters Score -1241345 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1241489.250000 Penalty: 4597.042969
	Iteration 16Q: 3 clusters Score -1241489 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1241649.750000 Penalty: 4597.042969
	Iteration 17Q: 3 clusters Score -1241650 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1241789.000000 Penalty: 4597.042969
	Iteration 18Q: 3 clusters Score -1241789 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1241898.125000 Penalty: 4597.042969
	Iteration 19Q: 3 clusters Score -1241898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1242023.000000 Penalty: 4597.042969
	Iteration 20F: 3 clusters Score -1242023 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1242132.625000 Penalty: 4597.042969
	Iteration 21Q: 3 clusters Score -1242133 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1242226.875000 Penalty: 4597.042969
	Iteration 22Q: 3 clusters Score -1242227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1242309.750000 Penalty: 4597.042969
	Iteration 23Q: 3 clusters Score -1242310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1242397.375000 Penalty: 4597.042969
	Iteration 24Q: 3 clusters Score -1242397 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1242477.000000 Penalty: 4597.042969
	Iteration 25Q: 3 clusters Score -1242477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1242552.875000 Penalty: 4597.042969
	Iteration 26Q: 3 clusters Score -1242553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1242621.750000 Penalty: 4597.042969
	Iteration 27Q: 3 clusters Score -1242622 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1242703.375000 Penalty: 4597.042969
	Iteration 28Q: 3 clusters Score -1242703 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1242777.500000 Penalty: 4597.042969
	Iteration 29Q: 3 clusters Score -1242778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1242845.125000 Penalty: 4597.042969
	Iteration 30Q: 3 clusters Score -1242845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1242911.875000 Penalty: 4597.042969
	Iteration 31Q: 3 clusters Score -1242912 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1242960.875000 Penalty: 4597.042969
	Iteration 32Q: 3 clusters Score -1242961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1243009.250000 Penalty: 4597.042969
	Iteration 33Q: 3 clusters Score -1243009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1243043.500000 Penalty: 4597.042969
	Iteration 34Q: 3 clusters Score -1243044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1243082.500000 Penalty: 4597.042969
	Iteration 35Q: 3 clusters Score -1243082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1243119.500000 Penalty: 4597.042969
	Iteration 36Q: 3 clusters Score -1243120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1243151.250000 Penalty: 4597.042969
	Iteration 37Q: 3 clusters Score -1243151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1243188.375000 Penalty: 4597.042969
	Iteration 38Q: 3 clusters Score -1243188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1243205.625000 Penalty: 4597.042969
	Iteration 39Q: 3 clusters Score -1243206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1243224.625000 Penalty: 4597.042969
	Iteration 40F: 3 clusters Score -1243225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1243239.375000 Penalty: 4597.042969
	Iteration 41Q: 3 clusters Score -1243239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1243258.875000 Penalty: 4597.042969
	Iteration 42Q: 3 clusters Score -1243259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1243268.500000 Penalty: 4597.042969
	Iteration 43Q: 3 clusters Score -1243268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1243272.250000 Penalty: 4597.042969
	Iteration 44Q: 3 clusters Score -1243272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1243280.250000 Penalty: 4597.042969
	Iteration 45Q: 3 clusters Score -1243280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1243286.250000 Penalty: 4597.042969
	Iteration 46Q: 3 clusters Score -1243286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1243290.875000 Penalty: 4597.042969
	Iteration 47Q: 3 clusters Score -1243291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1243298.000000 Penalty: 4597.042969
	Iteration 48Q: 3 clusters Score -1243298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1243298.500000 Penalty: 4597.042969
	Iteration 49Q: 3 clusters Score -1243298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1243300.875000 Penalty: 4597.042969
	Iteration 50Q: 3 clusters Score -1243301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1243306.000000 Penalty: 4597.042969
	Iteration 51Q: 3 clusters Score -1243306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1243310.625000 Penalty: 4597.042969
	Iteration 52Q: 3 clusters Score -1243311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1243310.500000 Penalty: 4597.042969
	Iteration 53Q: 3 clusters Score -1243310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1243316.875000 Penalty: 4597.042969
	Iteration 54Q: 3 clusters Score -1243317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1243319.500000 Penalty: 4597.042969
	Iteration 55Q: 3 clusters Score -1243320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1243318.500000 Penalty: 4597.042969
	Iteration 56Q: 3 clusters Score -1243318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1243321.000000 Penalty: 4597.042969
	Iteration 57Q: 3 clusters Score -1243321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1243320.875000 Penalty: 4597.042969
	Iteration 58Q: 3 clusters Score -1243321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1243320.875000 Penalty: 4597.042969
	Iteration 59F: 3 clusters Score -1243321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -440194.500000 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -440194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -436271.000000 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -436271 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -437260.906250 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -437260.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -437484.937500 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -437484.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -437659.156250 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -437659.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -437819.937500 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -437819.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -437949.625000 Penalty: 4117.308594
	Iteration 5Q: 3 clusters Score -437949.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -438039.937500 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -438039.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -438129.500000 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -438129.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438222.343750 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -438222.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -438311.687500 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -438311.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -438371.031250 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -438371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -438438.406250 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -438438.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -438502.437500 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -438502.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -438543.281250 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -438543.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -438581.031250 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -438581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -438612.468750 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -438612.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -438637.156250 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -438637.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -438663.562500 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -438663.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -438683.656250 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -438683.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -438702.250000 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -438702.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -438715.531250 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -438715.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -438731.031250 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -438731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -438742.812500 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -438742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -438752.906250 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -438752.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -438762.312500 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -438762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -438771.125000 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -438771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -438776.468750 Penalty: 4117.308594
	Iteration 26Q: 3 clusters Score -438776.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -438781.187500 Penalty: 4117.308594
	Iteration 27Q: 3 clusters Score -438781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -438786.718750 Penalty: 4117.308594
	Iteration 28Q: 3 clusters Score -438786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -438790.531250 Penalty: 4117.308594
	Iteration 29Q: 3 clusters Score -438790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -438792.875000 Penalty: 4117.308594
	Iteration 30Q: 3 clusters Score -438792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -438797.312500 Penalty: 4117.308594
	Iteration 31Q: 3 clusters Score -438797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -438798.593750 Penalty: 4117.308594
	Iteration 32Q: 3 clusters Score -438798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -438799.656250 Penalty: 4117.308594
	Iteration 33Q: 3 clusters Score -438799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -438801.156250 Penalty: 4117.308594
	Iteration 34Q: 3 clusters Score -438801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -438801.593750 Penalty: 4117.308594
	Iteration 35Q: 3 clusters Score -438801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -438802.593750 Penalty: 4117.308594
	Iteration 36Q: 3 clusters Score -438802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -438803.781250 Penalty: 4117.308594
	Iteration 37Q: 3 clusters Score -438803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -438803.187500 Penalty: 4117.308594
	Iteration 38Q: 3 clusters Score -438803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -438802.562500 Penalty: 4117.308594
	Iteration 39Q: 3 clusters Score -438802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -438802.562500 Penalty: 4117.308594
	Iteration 40F: 3 clusters Score -438802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Entering Unmasked Estep 
Score: -6604627.500000 Penalty: 2707.846680
	Iteration 0F: 2 clusters Score -6604628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -6567361.000000 Penalty: 5415.693359
	Iteration 0F: 3 clusters Score -6567361 nChanged 25651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -6582354.000000 Penalty: 5415.693359
	Iteration 1F: 3 clusters Score -6582354 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6583282.500000 Penalty: 5415.693359
	Iteration 2Q: 3 clusters Score -6583282 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -6584094.500000 Penalty: 5415.693359
	Iteration 3Q: 3 clusters Score -6584094 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -6585001.500000 Penalty: 5415.693359
	Iteration 4Q: 3 clusters Score -6585002 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6585786.000000 Penalty: 5415.693359
	Iteration 5Q: 3 clusters Score -6585786 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6586681.000000 Penalty: 5415.693359
	Iteration 6Q: 3 clusters Score -6586681 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6587629.000000 Penalty: 5415.693359
	Iteration 7Q: 3 clusters Score -6587629 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -6588845.500000 Penalty: 5415.693359
	Iteration 8Q: 3 clusters Score -6588846 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -6590255.500000 Penalty: 5415.693359
	Iteration 9Q: 3 clusters Score -6590256 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -6592033.000000 Penalty: 5415.693359
	Iteration 10F: 3 clusters Score -6592033 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -6594153.000000 Penalty: 5415.693359
	Iteration 11F: 3 clusters Score -6594153 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6596231.500000 Penalty: 5415.693359
	Iteration 12F: 3 clusters Score -6596232 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -6598142.000000 Penalty: 5415.693359
	Iteration 13Q: 3 clusters Score -6598142 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6599644.500000 Penalty: 5415.693359
	Iteration 14Q: 3 clusters Score -6599644 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6600714.000000 Penalty: 5415.693359
	Iteration 15Q: 3 clusters Score -6600714 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6601425.500000 Penalty: 5415.693359
	Iteration 16Q: 3 clusters Score -6601426 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6601796.000000 Penalty: 5415.693359
	Iteration 17Q: 3 clusters Score -6601796 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6602027.500000 Penalty: 5415.693359
	Iteration 18Q: 3 clusters Score -6602028 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6602190.500000 Penalty: 5415.693359
	Iteration 19Q: 3 clusters Score -6602190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6602267.000000 Penalty: 5415.693359
	Iteration 20F: 3 clusters Score -6602267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6602339.500000 Penalty: 5415.693359
	Iteration 21Q: 3 clusters Score -6602340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6602382.500000 Penalty: 5415.693359
	Iteration 22Q: 3 clusters Score -6602382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6602410.500000 Penalty: 5415.693359
	Iteration 23Q: 3 clusters Score -6602410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6602425.000000 Penalty: 5415.693359
	Iteration 24Q: 3 clusters Score -6602425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6602436.000000 Penalty: 5415.693359
	Iteration 25Q: 3 clusters Score -6602436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6602445.500000 Penalty: 5415.693359
	Iteration 26Q: 3 clusters Score -6602446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6602467.500000 Penalty: 5415.693359
	Iteration 27Q: 3 clusters Score -6602468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6602468.000000 Penalty: 5415.693359
	Iteration 28Q: 3 clusters Score -6602468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6602477.500000 Penalty: 5415.693359
	Iteration 29Q: 3 clusters Score -6602478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6602477.500000 Penalty: 5415.693359
	Iteration 30Q: 3 clusters Score -6602478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6602487.500000 Penalty: 5415.693359
	Iteration 31Q: 3 clusters Score -6602488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6602482.500000 Penalty: 5415.693359
	Iteration 32Q: 3 clusters Score -6602482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6602481.000000 Penalty: 5415.693359
	Iteration 33Q: 3 clusters Score -6602481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6602487.500000 Penalty: 5415.693359
	Iteration 34Q: 3 clusters Score -6602488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6602493.000000 Penalty: 5415.693359
	Iteration 35Q: 3 clusters Score -6602493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6602490.000000 Penalty: 5415.693359
	Iteration 36Q: 3 clusters Score -6602490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6602495.500000 Penalty: 5415.693359
	Iteration 37Q: 3 clusters Score -6602496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6602494.500000 Penalty: 5415.693359
	Iteration 38Q: 3 clusters Score -6602494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6602500.000000 Penalty: 5415.693359
	Iteration 39Q: 3 clusters Score -6602500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6602501.500000 Penalty: 5415.693359
	Iteration 40F: 3 clusters Score -6602502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -596599.000000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -596599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -592291.812500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -592291.8 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -593577.187500 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -593577.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -594039.875000 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -594039.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -594348.687500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -594348.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -594572.500000 Penalty: 4203.556152
	Iteration 4F: 3 clusters Score -594572.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -594763.250000 Penalty: 4203.556152
	Iteration 5F: 3 clusters Score -594763.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -594922.500000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -594922.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -595033.562500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -595033.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -595125.437500 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -595125.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -595187.312500 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -595187.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -595225.062500 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -595225.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -595252.812500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -595252.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -595269.937500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -595269.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -595284.437500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -595284.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -595295.750000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -595295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -595310.750000 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -595310.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -595325.750000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -595325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -595335.750000 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -595335.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -595343.625000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -595343.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -595353.187500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -595353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -595357.625000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -595357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -595360.437500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -595360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -595362.375000 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -595362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -595365.687500 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -595365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -595367.125000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -595367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -595367.125000 Penalty: 4203.556152
	Iteration 25F: 3 clusters Score -595367.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -25601.285156 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -25601.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24399.822266 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -24399.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24539.666016 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -24539.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24620.875000 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -24620.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24654.388672 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -24654.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24683.091797 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -24683.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24688.757812 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -24688.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24697.875000 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -24697.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24703.865234 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -24703.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24703.865234 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -24703.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Entering Unmasked Estep 
Score: -6281566.500000 Penalty: 2672.233887
	Iteration 0F: 2 clusters Score -6281566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6249369.000000 Penalty: 5344.467773
	Iteration 0F: 3 clusters Score -6249369 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6261515.000000 Penalty: 5344.467773
	Iteration 1F: 3 clusters Score -6261515 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -6262210.500000 Penalty: 5344.467773
	Iteration 2Q: 3 clusters Score -6262210 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -6263181.500000 Penalty: 5344.467773
	Iteration 3Q: 3 clusters Score -6263182 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6264453.500000 Penalty: 5344.467773
	Iteration 4F: 3 clusters Score -6264454 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -6266466.500000 Penalty: 5344.467773
	Iteration 5F: 3 clusters Score -6266466 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6269540.500000 Penalty: 5344.467773
	Iteration 6F: 3 clusters Score -6269540 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6273291.500000 Penalty: 5344.467773
	Iteration 7F: 3 clusters Score -6273292 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6276392.000000 Penalty: 5344.467773
	Iteration 8F: 3 clusters Score -6276392 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6278111.500000 Penalty: 5344.467773
	Iteration 9Q: 3 clusters Score -6278112 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6278745.500000 Penalty: 5344.467773
	Iteration 10Q: 3 clusters Score -6278746 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6278989.500000 Penalty: 5344.467773
	Iteration 11Q: 3 clusters Score -6278990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6279124.000000 Penalty: 5344.467773
	Iteration 12Q: 3 clusters Score -6279124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6279165.500000 Penalty: 5344.467773
	Iteration 13Q: 3 clusters Score -6279166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6279194.500000 Penalty: 5344.467773
	Iteration 14Q: 3 clusters Score -6279194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6279203.500000 Penalty: 5344.467773
	Iteration 15Q: 3 clusters Score -6279204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6279210.500000 Penalty: 5344.467773
	Iteration 16Q: 3 clusters Score -6279210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6279219.500000 Penalty: 5344.467773
	Iteration 17Q: 3 clusters Score -6279220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6279219.000000 Penalty: 5344.467773
	Iteration 18Q: 3 clusters Score -6279219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6279225.000000 Penalty: 5344.467773
	Iteration 19Q: 3 clusters Score -6279225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6279232.500000 Penalty: 5344.467773
	Iteration 20F: 3 clusters Score -6279232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6279235.000000 Penalty: 5344.467773
	Iteration 21Q: 3 clusters Score -6279235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6279245.500000 Penalty: 5344.467773
	Iteration 22Q: 3 clusters Score -6279246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6279256.500000 Penalty: 5344.467773
	Iteration 23Q: 3 clusters Score -6279256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6279259.000000 Penalty: 5344.467773
	Iteration 24Q: 3 clusters Score -6279259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6279259.500000 Penalty: 5344.467773
	Iteration 25Q: 3 clusters Score -6279260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6279259.500000 Penalty: 5344.467773
	Iteration 26F: 3 clusters Score -6279260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Entering Unmasked Estep 
Score: -1919393.875000 Penalty: 2387.645508
	Iteration 0F: 2 clusters Score -1919394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1908479.750000 Penalty: 4775.291016
	Iteration 0F: 3 clusters Score -1908480 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1911909.875000 Penalty: 4775.291016
	Iteration 1F: 3 clusters Score -1911910 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1912287.625000 Penalty: 4775.291016
	Iteration 2F: 3 clusters Score -1912288 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1912600.000000 Penalty: 4775.291016
	Iteration 3Q: 3 clusters Score -1912600 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1912911.625000 Penalty: 4775.291016
	Iteration 4Q: 3 clusters Score -1912912 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1913234.375000 Penalty: 4775.291016
	Iteration 5Q: 3 clusters Score -1913234 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1913622.750000 Penalty: 4775.291016
	Iteration 6Q: 3 clusters Score -1913623 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1914063.875000 Penalty: 4775.291016
	Iteration 7F: 3 clusters Score -1914064 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1914503.500000 Penalty: 4775.291016
	Iteration 8Q: 3 clusters Score -1914504 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1914925.875000 Penalty: 4775.291016
	Iteration 9Q: 3 clusters Score -1914926 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1915326.000000 Penalty: 4775.291016
	Iteration 10Q: 3 clusters Score -1915326 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1915652.125000 Penalty: 4775.291016
	Iteration 11Q: 3 clusters Score -1915652 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1915960.625000 Penalty: 4775.291016
	Iteration 12Q: 3 clusters Score -1915961 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1916225.500000 Penalty: 4775.291016
	Iteration 13Q: 3 clusters Score -1916226 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1916486.125000 Penalty: 4775.291016
	Iteration 14Q: 3 clusters Score -1916486 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1916798.750000 Penalty: 4775.291016
	Iteration 15Q: 3 clusters Score -1916799 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1917157.750000 Penalty: 4775.291016
	Iteration 16Q: 3 clusters Score -1917158 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1917615.250000 Penalty: 4775.291016
	Iteration 17Q: 3 clusters Score -1917615 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1918131.875000 Penalty: 4775.291016
	Iteration 18Q: 3 clusters Score -1918132 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1918497.000000 Penalty: 4775.291016
	Iteration 19Q: 3 clusters Score -1918497 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1918666.625000 Penalty: 4775.291016
	Iteration 20F: 3 clusters Score -1918667 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1918748.250000 Penalty: 4775.291016
	Iteration 21Q: 3 clusters Score -1918748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1918779.375000 Penalty: 4775.291016
	Iteration 22Q: 3 clusters Score -1918779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1918792.250000 Penalty: 4775.291016
	Iteration 23Q: 3 clusters Score -1918792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1918795.625000 Penalty: 4775.291016
	Iteration 24Q: 3 clusters Score -1918796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1918806.875000 Penalty: 4775.291016
	Iteration 25Q: 3 clusters Score -1918807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1918809.875000 Penalty: 4775.291016
	Iteration 26Q: 3 clusters Score -1918810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1918801.500000 Penalty: 4775.291016
	Iteration 27Q: 3 clusters Score -1918802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1918802.750000 Penalty: 4775.291016
	Iteration 28Q: 3 clusters Score -1918803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1918804.875000 Penalty: 4775.291016
	Iteration 29Q: 3 clusters Score -1918805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1918808.875000 Penalty: 4775.291016
	Iteration 30Q: 3 clusters Score -1918809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1918806.500000 Penalty: 4775.291016
	Iteration 31Q: 3 clusters Score -1918806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1918806.375000 Penalty: 4775.291016
	Iteration 32Q: 3 clusters Score -1918806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1918808.125000 Penalty: 4775.291016
	Iteration 33Q: 3 clusters Score -1918808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1918807.750000 Penalty: 4775.291016
	Iteration 34Q: 3 clusters Score -1918808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1918808.125000 Penalty: 4775.291016
	Iteration 35Q: 3 clusters Score -1918808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1918808.500000 Penalty: 4775.291016
	Iteration 36Q: 3 clusters Score -1918808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1918812.375000 Penalty: 4775.291016
	Iteration 37Q: 3 clusters Score -1918812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1918814.125000 Penalty: 4775.291016
	Iteration 38Q: 3 clusters Score -1918814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1918812.500000 Penalty: 4775.291016
	Iteration 39Q: 3 clusters Score -1918812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1918814.750000 Penalty: 4775.291016
	Iteration 40F: 3 clusters Score -1918815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1918818.000000 Penalty: 4775.291016
	Iteration 41Q: 3 clusters Score -1918818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1918815.500000 Penalty: 4775.291016
	Iteration 42Q: 3 clusters Score -1918816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1918815.375000 Penalty: 4775.291016
	Iteration 43Q: 3 clusters Score -1918815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1918820.750000 Penalty: 4775.291016
	Iteration 44Q: 3 clusters Score -1918821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1918820.750000 Penalty: 4775.291016
	Iteration 45F: 3 clusters Score -1918821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Entering Unmasked Estep 
Score: -5732159.500000 Penalty: 2649.496826
	Iteration 0F: 2 clusters Score -5732160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5702539.000000 Penalty: 5298.993652
	Iteration 0F: 3 clusters Score -5702539 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5713911.000000 Penalty: 5298.993652
	Iteration 1F: 3 clusters Score -5713911 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -5714752.000000 Penalty: 5298.993652
	Iteration 2Q: 3 clusters Score -5714752 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5715639.000000 Penalty: 5298.993652
	Iteration 3Q: 3 clusters Score -5715639 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5716894.000000 Penalty: 5298.993652
	Iteration 4F: 3 clusters Score -5716894 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -5718671.500000 Penalty: 5298.993652
	Iteration 5F: 3 clusters Score -5718672 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -5721120.000000 Penalty: 5298.993652
	Iteration 6F: 3 clusters Score -5721120 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -5723971.500000 Penalty: 5298.993652
	Iteration 7F: 3 clusters Score -5723972 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5726567.000000 Penalty: 5298.993652
	Iteration 8F: 3 clusters Score -5726567 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5728237.000000 Penalty: 5298.993652
	Iteration 9Q: 3 clusters Score -5728237 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5729069.000000 Penalty: 5298.993652
	Iteration 10Q: 3 clusters Score -5729069 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5729466.000000 Penalty: 5298.993652
	Iteration 11Q: 3 clusters Score -5729466 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5729671.000000 Penalty: 5298.993652
	Iteration 12Q: 3 clusters Score -5729671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5729797.500000 Penalty: 5298.993652
	Iteration 13Q: 3 clusters Score -5729798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5729859.000000 Penalty: 5298.993652
	Iteration 14Q: 3 clusters Score -5729859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5729892.000000 Penalty: 5298.993652
	Iteration 15Q: 3 clusters Score -5729892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5729920.000000 Penalty: 5298.993652
	Iteration 16Q: 3 clusters Score -5729920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5729939.000000 Penalty: 5298.993652
	Iteration 17Q: 3 clusters Score -5729939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5729937.500000 Penalty: 5298.993652
	Iteration 18Q: 3 clusters Score -5729938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5729940.500000 Penalty: 5298.993652
	Iteration 19Q: 3 clusters Score -5729940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5729944.000000 Penalty: 5298.993652
	Iteration 20F: 3 clusters Score -5729944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5729950.000000 Penalty: 5298.993652
	Iteration 21Q: 3 clusters Score -5729950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5729959.000000 Penalty: 5298.993652
	Iteration 22Q: 3 clusters Score -5729959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5729963.000000 Penalty: 5298.993652
	Iteration 23Q: 3 clusters Score -5729963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5729959.500000 Penalty: 5298.993652
	Iteration 24Q: 3 clusters Score -5729960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5729965.500000 Penalty: 5298.993652
	Iteration 25Q: 3 clusters Score -5729966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -5729966.500000 Penalty: 5298.993652
	Iteration 26Q: 3 clusters Score -5729966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5729962.000000 Penalty: 5298.993652
	Iteration 27Q: 3 clusters Score -5729962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5729966.500000 Penalty: 5298.993652
	Iteration 28Q: 3 clusters Score -5729966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5729974.500000 Penalty: 5298.993652
	Iteration 29Q: 3 clusters Score -5729974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5729975.000000 Penalty: 5298.993652
	Iteration 30Q: 3 clusters Score -5729975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5729978.000000 Penalty: 5298.993652
	Iteration 31Q: 3 clusters Score -5729978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5729983.000000 Penalty: 5298.993652
	Iteration 32Q: 3 clusters Score -5729983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5729980.500000 Penalty: 5298.993652
	Iteration 33Q: 3 clusters Score -5729980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5729983.500000 Penalty: 5298.993652
	Iteration 34Q: 3 clusters Score -5729984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5729983.500000 Penalty: 5298.993652
	Iteration 35F: 3 clusters Score -5729984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -101283.632812 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -101283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99458.390625 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -99458.39 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99890.921875 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -99890.92 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100190.414062 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -100190.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100402.492188 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -100402.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100715.171875 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -100715.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101102.164062 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -101102.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101310.812500 Penalty: 3369.002930
	Iteration 6F: 3 clusters Score -101310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101445.414062 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -101445.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101486.953125 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -101487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101542.546875 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -101542.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101666.531250 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -101666.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101841.812500 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -101841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101855.789062 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -101855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101858.031250 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -101858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101859.531250 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -101859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101860.656250 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -101860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101860.656250 Penalty: 3369.002930
	Iteration 16F: 3 clusters Score -101860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21190 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353897 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55201 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43628 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17400 members 
Mstep: Class 32 contains 12929 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 397 members 
Entering Unmasked Estep 
Score: -104951680.000000 Penalty: 115018.523438
Splitting cluster 25 changes total score from -104952824.000000 to -104951680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Entering Unmasked Estep 
Score: -581315.937500 Penalty: 2133.408447
	Iteration 0F: 2 clusters Score -581315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -576524.937500 Penalty: 4266.816895
	Iteration 0F: 3 clusters Score -576524.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -577953.812500 Penalty: 4266.816895
	Iteration 1F: 3 clusters Score -577953.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -578467.687500 Penalty: 4266.816895
	Iteration 2F: 3 clusters Score -578467.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -578864.312500 Penalty: 4266.816895
	Iteration 3F: 3 clusters Score -578864.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -579167.937500 Penalty: 4266.816895
	Iteration 4F: 3 clusters Score -579167.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -579384.000000 Penalty: 4266.816895
	Iteration 5F: 3 clusters Score -579384 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -579518.750000 Penalty: 4266.816895
	Iteration 6Q: 3 clusters Score -579518.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -579605.062500 Penalty: 4266.816895
	Iteration 7Q: 3 clusters Score -579605.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -579663.625000 Penalty: 4266.816895
	Iteration 8Q: 3 clusters Score -579663.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -579712.687500 Penalty: 4266.816895
	Iteration 9Q: 3 clusters Score -579712.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -579742.875000 Penalty: 4266.816895
	Iteration 10Q: 3 clusters Score -579742.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -579771.500000 Penalty: 4266.816895
	Iteration 11Q: 3 clusters Score -579771.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -579796.000000 Penalty: 4266.816895
	Iteration 12Q: 3 clusters Score -579796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -579818.625000 Penalty: 4266.816895
	Iteration 13Q: 3 clusters Score -579818.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -579835.500000 Penalty: 4266.816895
	Iteration 14Q: 3 clusters Score -579835.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -579864.562500 Penalty: 4266.816895
	Iteration 15Q: 3 clusters Score -579864.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -579907.250000 Penalty: 4266.816895
	Iteration 16Q: 3 clusters Score -579907.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -579963.437500 Penalty: 4266.816895
	Iteration 17Q: 3 clusters Score -579963.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -580007.500000 Penalty: 4266.816895
	Iteration 18Q: 3 clusters Score -580007.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -580036.375000 Penalty: 4266.816895
	Iteration 19Q: 3 clusters Score -580036.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -580047.937500 Penalty: 4266.816895
	Iteration 20F: 3 clusters Score -580047.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -580056.875000 Penalty: 4266.816895
	Iteration 21Q: 3 clusters Score -580056.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -580061.625000 Penalty: 4266.816895
	Iteration 22Q: 3 clusters Score -580061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -580065.062500 Penalty: 4266.816895
	Iteration 23Q: 3 clusters Score -580065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -580070.687500 Penalty: 4266.816895
	Iteration 24Q: 3 clusters Score -580070.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -580076.437500 Penalty: 4266.816895
	Iteration 25Q: 3 clusters Score -580076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -580080.312500 Penalty: 4266.816895
	Iteration 26Q: 3 clusters Score -580080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -580084.187500 Penalty: 4266.816895
	Iteration 27Q: 3 clusters Score -580084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -580085.937500 Penalty: 4266.816895
	Iteration 28Q: 3 clusters Score -580085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -580087.312500 Penalty: 4266.816895
	Iteration 29Q: 3 clusters Score -580087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -580088.437500 Penalty: 4266.816895
	Iteration 30Q: 3 clusters Score -580088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -580090.062500 Penalty: 4266.816895
	Iteration 31Q: 3 clusters Score -580090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -580092.125000 Penalty: 4266.816895
	Iteration 32Q: 3 clusters Score -580092.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -580095.062500 Penalty: 4266.816895
	Iteration 33Q: 3 clusters Score -580095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -580093.937500 Penalty: 4266.816895
	Iteration 34Q: 3 clusters Score -580093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -580093.937500 Penalty: 4266.816895
	Iteration 35F: 3 clusters Score -580093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1743775.750000 Penalty: 2393.139404
	Iteration 0F: 2 clusters Score -1743776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1732543.000000 Penalty: 4786.278809
	Iteration 0F: 3 clusters Score -1732543 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1736233.125000 Penalty: 4786.278809
	Iteration 1F: 3 clusters Score -1736233 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1736717.750000 Penalty: 4786.278809
	Iteration 2F: 3 clusters Score -1736718 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1737119.625000 Penalty: 4786.278809
	Iteration 3F: 3 clusters Score -1737120 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1737515.750000 Penalty: 4786.278809
	Iteration 4F: 3 clusters Score -1737516 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1737872.500000 Penalty: 4786.278809
	Iteration 5Q: 3 clusters Score -1737872 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1738285.000000 Penalty: 4786.278809
	Iteration 6Q: 3 clusters Score -1738285 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1738688.625000 Penalty: 4786.278809
	Iteration 7Q: 3 clusters Score -1738689 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1739081.250000 Penalty: 4786.278809
	Iteration 8Q: 3 clusters Score -1739081 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1739460.125000 Penalty: 4786.278809
	Iteration 9Q: 3 clusters Score -1739460 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1739777.000000 Penalty: 4786.278809
	Iteration 10Q: 3 clusters Score -1739777 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1740022.000000 Penalty: 4786.278809
	Iteration 11Q: 3 clusters Score -1740022 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1740219.500000 Penalty: 4786.278809
	Iteration 12Q: 3 clusters Score -1740220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1740377.375000 Penalty: 4786.278809
	Iteration 13Q: 3 clusters Score -1740377 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1740513.125000 Penalty: 4786.278809
	Iteration 14Q: 3 clusters Score -1740513 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1740612.125000 Penalty: 4786.278809
	Iteration 15Q: 3 clusters Score -1740612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1740712.875000 Penalty: 4786.278809
	Iteration 16Q: 3 clusters Score -1740713 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1740805.375000 Penalty: 4786.278809
	Iteration 17Q: 3 clusters Score -1740805 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1740879.875000 Penalty: 4786.278809
	Iteration 18Q: 3 clusters Score -1740880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1740938.875000 Penalty: 4786.278809
	Iteration 19Q: 3 clusters Score -1740939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1741007.750000 Penalty: 4786.278809
	Iteration 20F: 3 clusters Score -1741008 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1741066.000000 Penalty: 4786.278809
	Iteration 21Q: 3 clusters Score -1741066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1741135.625000 Penalty: 4786.278809
	Iteration 22Q: 3 clusters Score -1741136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1741195.375000 Penalty: 4786.278809
	Iteration 23Q: 3 clusters Score -1741195 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1741246.750000 Penalty: 4786.278809
	Iteration 24Q: 3 clusters Score -1741247 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1741300.500000 Penalty: 4786.278809
	Iteration 25Q: 3 clusters Score -1741300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1741340.500000 Penalty: 4786.278809
	Iteration 26Q: 3 clusters Score -1741340 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1741390.000000 Penalty: 4786.278809
	Iteration 27Q: 3 clusters Score -1741390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1741444.500000 Penalty: 4786.278809
	Iteration 28Q: 3 clusters Score -1741444 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1741494.125000 Penalty: 4786.278809
	Iteration 29Q: 3 clusters Score -1741494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1741539.750000 Penalty: 4786.278809
	Iteration 30Q: 3 clusters Score -1741540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1741582.125000 Penalty: 4786.278809
	Iteration 31Q: 3 clusters Score -1741582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1741612.000000 Penalty: 4786.278809
	Iteration 32Q: 3 clusters Score -1741612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1741634.000000 Penalty: 4786.278809
	Iteration 33Q: 3 clusters Score -1741634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1741659.500000 Penalty: 4786.278809
	Iteration 34Q: 3 clusters Score -1741660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1741684.000000 Penalty: 4786.278809
	Iteration 35Q: 3 clusters Score -1741684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1741710.000000 Penalty: 4786.278809
	Iteration 36Q: 3 clusters Score -1741710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1741728.750000 Penalty: 4786.278809
	Iteration 37Q: 3 clusters Score -1741729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1741740.875000 Penalty: 4786.278809
	Iteration 38Q: 3 clusters Score -1741741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1741755.875000 Penalty: 4786.278809
	Iteration 39Q: 3 clusters Score -1741756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1741766.750000 Penalty: 4786.278809
	Iteration 40F: 3 clusters Score -1741767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1741776.000000 Penalty: 4786.278809
	Iteration 41Q: 3 clusters Score -1741776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1741780.000000 Penalty: 4786.278809
	Iteration 42Q: 3 clusters Score -1741780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1741788.375000 Penalty: 4786.278809
	Iteration 43Q: 3 clusters Score -1741788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1741788.500000 Penalty: 4786.278809
	Iteration 44Q: 3 clusters Score -1741788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1741794.250000 Penalty: 4786.278809
	Iteration 45Q: 3 clusters Score -1741794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1741794.250000 Penalty: 4786.278809
	Iteration 46Q: 3 clusters Score -1741794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1741793.750000 Penalty: 4786.278809
	Iteration 47Q: 3 clusters Score -1741794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1741795.000000 Penalty: 4786.278809
	Iteration 48Q: 3 clusters Score -1741795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1741793.375000 Penalty: 4786.278809
	Iteration 49Q: 3 clusters Score -1741793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1741800.000000 Penalty: 4786.278809
	Iteration 50Q: 3 clusters Score -1741800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1741797.875000 Penalty: 4786.278809
	Iteration 51Q: 3 clusters Score -1741798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1741809.750000 Penalty: 4786.278809
	Iteration 52Q: 3 clusters Score -1741810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1741816.000000 Penalty: 4786.278809
	Iteration 53Q: 3 clusters Score -1741816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1741818.125000 Penalty: 4786.278809
	Iteration 54Q: 3 clusters Score -1741818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1741823.500000 Penalty: 4786.278809
	Iteration 55Q: 3 clusters Score -1741824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1741828.000000 Penalty: 4786.278809
	Iteration 56Q: 3 clusters Score -1741828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1741832.750000 Penalty: 4786.278809
	Iteration 57Q: 3 clusters Score -1741833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1741832.750000 Penalty: 4786.278809
	Iteration 58Q: 3 clusters Score -1741833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1741833.500000 Penalty: 4786.278809
	Iteration 59Q: 3 clusters Score -1741834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1741835.750000 Penalty: 4786.278809
	Iteration 60F: 3 clusters Score -1741836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1315106.250000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1315106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1307110.625000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1307111 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1309689.625000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1309690 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1310313.000000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1310313 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1310888.750000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1310889 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1311508.500000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -1311508 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1312078.875000 Penalty: 4588.544922
	Iteration 5F: 3 clusters Score -1312079 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1312577.625000 Penalty: 4588.544922
	Iteration 6F: 3 clusters Score -1312578 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1313006.250000 Penalty: 4588.544922
	Iteration 7F: 3 clusters Score -1313006 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1313378.000000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1313378 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1313679.000000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1313679 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1313950.375000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1313950 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1314177.000000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1314177 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1314345.000000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1314345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1314460.750000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1314461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1314543.750000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1314544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1314623.250000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1314623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1314726.375000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1314726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1314823.875000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1314824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1314873.750000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1314874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1314907.875000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1314908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1314922.500000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1314922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1314938.000000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1314938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1314945.250000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1314945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1314952.125000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1314952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1314955.625000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1314956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1314957.625000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1314958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1314961.625000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1314962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1314959.875000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1314960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1314962.250000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1314962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1314964.875000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1314965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1314964.625000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1314965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1314969.625000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1314970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1314969.000000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1314969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1314968.875000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1314969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1314971.250000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1314971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1314971.750000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1314972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1314972.750000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1314973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1314972.750000 Penalty: 4588.544922
	Iteration 37F: 3 clusters Score -1314973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -90726.296875 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -90726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88933.179688 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -88933.18 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89354.148438 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -89354.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89484.000000 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -89484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89578.851562 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -89578.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89666.789062 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -89666.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89758.273438 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -89758.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89896.460938 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -89896.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90047.664062 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -90047.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90140.234375 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -90140.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90231.562500 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -90231.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90322.039062 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -90322.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90387.437500 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -90387.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90430.398438 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -90430.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90469.000000 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -90469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90506.835938 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -90506.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90524.132812 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -90524.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90531.656250 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -90531.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90534.335938 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -90534.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90535.898438 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -90535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90536.132812 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -90536.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90536.132812 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -90536.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -447309.375000 Penalty: 2027.256470
	Iteration 0F: 2 clusters Score -447309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -443731.187500 Penalty: 4054.512939
	Iteration 0F: 3 clusters Score -443731.2 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -444497.312500 Penalty: 4054.512939
	Iteration 1F: 3 clusters Score -444497.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -444650.906250 Penalty: 4054.512939
	Iteration 2F: 3 clusters Score -444650.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -444732.156250 Penalty: 4054.512939
	Iteration 3Q: 3 clusters Score -444732.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -444786.687500 Penalty: 4054.512939
	Iteration 4Q: 3 clusters Score -444786.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -444823.156250 Penalty: 4054.512939
	Iteration 5Q: 3 clusters Score -444823.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -444850.125000 Penalty: 4054.512939
	Iteration 6Q: 3 clusters Score -444850.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -444871.375000 Penalty: 4054.512939
	Iteration 7Q: 3 clusters Score -444871.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -444882.906250 Penalty: 4054.512939
	Iteration 8Q: 3 clusters Score -444882.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -444893.062500 Penalty: 4054.512939
	Iteration 9Q: 3 clusters Score -444893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -444903.750000 Penalty: 4054.512939
	Iteration 10Q: 3 clusters Score -444903.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -444912.406250 Penalty: 4054.512939
	Iteration 11Q: 3 clusters Score -444912.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -444918.375000 Penalty: 4054.512939
	Iteration 12Q: 3 clusters Score -444918.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -444927.156250 Penalty: 4054.512939
	Iteration 13Q: 3 clusters Score -444927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -444935.375000 Penalty: 4054.512939
	Iteration 14Q: 3 clusters Score -444935.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -444938.875000 Penalty: 4054.512939
	Iteration 15Q: 3 clusters Score -444938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -444941.843750 Penalty: 4054.512939
	Iteration 16Q: 3 clusters Score -444941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -444943.468750 Penalty: 4054.512939
	Iteration 17Q: 3 clusters Score -444943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444946.687500 Penalty: 4054.512939
	Iteration 18Q: 3 clusters Score -444946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -444948.468750 Penalty: 4054.512939
	Iteration 19Q: 3 clusters Score -444948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -444951.156250 Penalty: 4054.512939
	Iteration 20F: 3 clusters Score -444951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -444954.531250 Penalty: 4054.512939
	Iteration 21Q: 3 clusters Score -444954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -444956.937500 Penalty: 4054.512939
	Iteration 22Q: 3 clusters Score -444956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -444958.656250 Penalty: 4054.512939
	Iteration 23Q: 3 clusters Score -444958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -444960.093750 Penalty: 4054.512939
	Iteration 24Q: 3 clusters Score -444960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444961.343750 Penalty: 4054.512939
	Iteration 25Q: 3 clusters Score -444961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -444962.718750 Penalty: 4054.512939
	Iteration 26Q: 3 clusters Score -444962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -444963.593750 Penalty: 4054.512939
	Iteration 27Q: 3 clusters Score -444963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -444962.625000 Penalty: 4054.512939
	Iteration 28Q: 3 clusters Score -444962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -444963.531250 Penalty: 4054.512939
	Iteration 29Q: 3 clusters Score -444963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -444963.531250 Penalty: 4054.512939
	Iteration 30F: 3 clusters Score -444963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Entering Unmasked Estep 
Score: -2300459.000000 Penalty: 2421.528076
	Iteration 0F: 2 clusters Score -2300459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2288029.250000 Penalty: 4843.056152
	Iteration 0F: 3 clusters Score -2288029 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2292108.750000 Penalty: 4843.056152
	Iteration 1F: 3 clusters Score -2292109 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2292629.250000 Penalty: 4843.056152
	Iteration 2F: 3 clusters Score -2292629 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2293132.500000 Penalty: 4843.056152
	Iteration 3F: 3 clusters Score -2293132 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2293679.750000 Penalty: 4843.056152
	Iteration 4F: 3 clusters Score -2293680 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2294266.500000 Penalty: 4843.056152
	Iteration 5F: 3 clusters Score -2294266 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2294962.250000 Penalty: 4843.056152
	Iteration 6F: 3 clusters Score -2294962 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2295769.500000 Penalty: 4843.056152
	Iteration 7F: 3 clusters Score -2295770 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2296599.000000 Penalty: 4843.056152
	Iteration 8F: 3 clusters Score -2296599 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2297281.750000 Penalty: 4843.056152
	Iteration 9Q: 3 clusters Score -2297282 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2297736.250000 Penalty: 4843.056152
	Iteration 10Q: 3 clusters Score -2297736 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2298055.500000 Penalty: 4843.056152
	Iteration 11Q: 3 clusters Score -2298056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2298275.000000 Penalty: 4843.056152
	Iteration 12Q: 3 clusters Score -2298275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2298429.500000 Penalty: 4843.056152
	Iteration 13Q: 3 clusters Score -2298430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2298541.000000 Penalty: 4843.056152
	Iteration 14Q: 3 clusters Score -2298541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2298621.750000 Penalty: 4843.056152
	Iteration 15Q: 3 clusters Score -2298622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2298666.250000 Penalty: 4843.056152
	Iteration 16Q: 3 clusters Score -2298666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2298691.750000 Penalty: 4843.056152
	Iteration 17Q: 3 clusters Score -2298692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2298713.750000 Penalty: 4843.056152
	Iteration 18Q: 3 clusters Score -2298714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2298726.500000 Penalty: 4843.056152
	Iteration 19Q: 3 clusters Score -2298726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2298727.250000 Penalty: 4843.056152
	Iteration 20F: 3 clusters Score -2298727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2298730.250000 Penalty: 4843.056152
	Iteration 21Q: 3 clusters Score -2298730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2298742.250000 Penalty: 4843.056152
	Iteration 22Q: 3 clusters Score -2298742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2298753.250000 Penalty: 4843.056152
	Iteration 23Q: 3 clusters Score -2298753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2298757.000000 Penalty: 4843.056152
	Iteration 24Q: 3 clusters Score -2298757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2298770.000000 Penalty: 4843.056152
	Iteration 25Q: 3 clusters Score -2298770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2298771.250000 Penalty: 4843.056152
	Iteration 26Q: 3 clusters Score -2298771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2298774.000000 Penalty: 4843.056152
	Iteration 27Q: 3 clusters Score -2298774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2298773.250000 Penalty: 4843.056152
	Iteration 28Q: 3 clusters Score -2298773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2298774.000000 Penalty: 4843.056152
	Iteration 29Q: 3 clusters Score -2298774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2298772.250000 Penalty: 4843.056152
	Iteration 30Q: 3 clusters Score -2298772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2298772.250000 Penalty: 4843.056152
	Iteration 31F: 3 clusters Score -2298772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Entering Unmasked Estep 
Score: -1716190.125000 Penalty: 2347.872559
	Iteration 0F: 2 clusters Score -1716190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1706653.625000 Penalty: 4695.745117
	Iteration 0F: 3 clusters Score -1706654 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1709488.000000 Penalty: 4695.745117
	Iteration 1F: 3 clusters Score -1709488 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1709777.625000 Penalty: 4695.745117
	Iteration 2F: 3 clusters Score -1709778 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1710021.500000 Penalty: 4695.745117
	Iteration 3Q: 3 clusters Score -1710022 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1710248.375000 Penalty: 4695.745117
	Iteration 4Q: 3 clusters Score -1710248 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1710473.500000 Penalty: 4695.745117
	Iteration 5Q: 3 clusters Score -1710474 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1710702.250000 Penalty: 4695.745117
	Iteration 6Q: 3 clusters Score -1710702 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1710952.375000 Penalty: 4695.745117
	Iteration 7Q: 3 clusters Score -1710952 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1711201.250000 Penalty: 4695.745117
	Iteration 8Q: 3 clusters Score -1711201 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1711474.125000 Penalty: 4695.745117
	Iteration 9Q: 3 clusters Score -1711474 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1711747.625000 Penalty: 4695.745117
	Iteration 10Q: 3 clusters Score -1711748 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1712063.500000 Penalty: 4695.745117
	Iteration 11Q: 3 clusters Score -1712064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1712323.875000 Penalty: 4695.745117
	Iteration 12Q: 3 clusters Score -1712324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1712552.625000 Penalty: 4695.745117
	Iteration 13Q: 3 clusters Score -1712553 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1712732.375000 Penalty: 4695.745117
	Iteration 14Q: 3 clusters Score -1712732 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1712891.750000 Penalty: 4695.745117
	Iteration 15Q: 3 clusters Score -1712892 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1713012.375000 Penalty: 4695.745117
	Iteration 16Q: 3 clusters Score -1713012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1713094.625000 Penalty: 4695.745117
	Iteration 17Q: 3 clusters Score -1713095 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1713158.125000 Penalty: 4695.745117
	Iteration 18Q: 3 clusters Score -1713158 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1713197.000000 Penalty: 4695.745117
	Iteration 19Q: 3 clusters Score -1713197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1713226.375000 Penalty: 4695.745117
	Iteration 20F: 3 clusters Score -1713226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1713250.500000 Penalty: 4695.745117
	Iteration 21Q: 3 clusters Score -1713250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1713264.375000 Penalty: 4695.745117
	Iteration 22Q: 3 clusters Score -1713264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1713275.000000 Penalty: 4695.745117
	Iteration 23Q: 3 clusters Score -1713275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1713283.375000 Penalty: 4695.745117
	Iteration 24Q: 3 clusters Score -1713283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1713286.000000 Penalty: 4695.745117
	Iteration 25Q: 3 clusters Score -1713286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1713292.875000 Penalty: 4695.745117
	Iteration 26Q: 3 clusters Score -1713293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1713293.875000 Penalty: 4695.745117
	Iteration 27Q: 3 clusters Score -1713294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1713304.000000 Penalty: 4695.745117
	Iteration 28Q: 3 clusters Score -1713304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1713304.875000 Penalty: 4695.745117
	Iteration 29Q: 3 clusters Score -1713305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1713307.875000 Penalty: 4695.745117
	Iteration 30Q: 3 clusters Score -1713308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1713319.125000 Penalty: 4695.745117
	Iteration 31Q: 3 clusters Score -1713319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1713320.375000 Penalty: 4695.745117
	Iteration 32Q: 3 clusters Score -1713320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1713321.000000 Penalty: 4695.745117
	Iteration 33Q: 3 clusters Score -1713321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1713329.125000 Penalty: 4695.745117
	Iteration 34Q: 3 clusters Score -1713329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1713333.000000 Penalty: 4695.745117
	Iteration 35Q: 3 clusters Score -1713333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1713334.625000 Penalty: 4695.745117
	Iteration 36Q: 3 clusters Score -1713335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1713343.500000 Penalty: 4695.745117
	Iteration 37Q: 3 clusters Score -1713344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1713344.875000 Penalty: 4695.745117
	Iteration 38Q: 3 clusters Score -1713345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1713347.875000 Penalty: 4695.745117
	Iteration 39Q: 3 clusters Score -1713348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1713348.375000 Penalty: 4695.745117
	Iteration 40F: 3 clusters Score -1713348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1713347.250000 Penalty: 4695.745117
	Iteration 41Q: 3 clusters Score -1713347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1713346.125000 Penalty: 4695.745117
	Iteration 42Q: 3 clusters Score -1713346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1713350.250000 Penalty: 4695.745117
	Iteration 43Q: 3 clusters Score -1713350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1713346.750000 Penalty: 4695.745117
	Iteration 44Q: 3 clusters Score -1713347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1713348.000000 Penalty: 4695.745117
	Iteration 45Q: 3 clusters Score -1713348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1713347.500000 Penalty: 4695.745117
	Iteration 46Q: 3 clusters Score -1713348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1713348.875000 Penalty: 4695.745117
	Iteration 47Q: 3 clusters Score -1713349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1713353.875000 Penalty: 4695.745117
	Iteration 48Q: 3 clusters Score -1713354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1713354.250000 Penalty: 4695.745117
	Iteration 49Q: 3 clusters Score -1713354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1713357.125000 Penalty: 4695.745117
	Iteration 50Q: 3 clusters Score -1713357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1713357.250000 Penalty: 4695.745117
	Iteration 51Q: 3 clusters Score -1713357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1713356.875000 Penalty: 4695.745117
	Iteration 52Q: 3 clusters Score -1713357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1713357.250000 Penalty: 4695.745117
	Iteration 53Q: 3 clusters Score -1713357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1713362.125000 Penalty: 4695.745117
	Iteration 54Q: 3 clusters Score -1713362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1713364.375000 Penalty: 4695.745117
	Iteration 55Q: 3 clusters Score -1713364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1713364.875000 Penalty: 4695.745117
	Iteration 56Q: 3 clusters Score -1713365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1713365.375000 Penalty: 4695.745117
	Iteration 57Q: 3 clusters Score -1713365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1713363.625000 Penalty: 4695.745117
	Iteration 58Q: 3 clusters Score -1713364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1713363.625000 Penalty: 4695.745117
	Iteration 59F: 3 clusters Score -1713364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -43663.062500 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -43663.06 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 222 members 
Entering Unmasked Estep 
Score: -42364.441406 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -42364.44 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42670.000000 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -42670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42909.113281 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -42909.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43122.761719 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -43122.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43205.640625 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -43205.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43253.144531 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -43253.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43275.816406 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -43275.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43309.199219 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -43309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43328.074219 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -43328.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43338.035156 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -43338.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43375.261719 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -43375.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43403.988281 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -43403.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43419.261719 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -43419.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43431.199219 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -43431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43451.136719 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -43451.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43454.144531 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -43454.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43461.136719 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -43461.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43463.902344 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -43463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43471.753906 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -43471.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43528.187500 Penalty: 3006.482422
	Iteration 19Q: 3 clusters Score -43528.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43561.925781 Penalty: 3006.482422
	Iteration 20F: 3 clusters Score -43561.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43588.046875 Penalty: 3006.482422
	Iteration 21Q: 3 clusters Score -43588.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43606.445312 Penalty: 3006.482422
	Iteration 22Q: 3 clusters Score -43606.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43620.960938 Penalty: 3006.482422
	Iteration 23Q: 3 clusters Score -43620.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43645.222656 Penalty: 3006.482422
	Iteration 24Q: 3 clusters Score -43645.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43645.222656 Penalty: 3006.482422
	Iteration 25F: 3 clusters Score -43645.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21190 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353897 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55201 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43628 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17400 members 
Mstep: Class 32 contains 12929 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952856.000000 Penalty: 111635.625000
Iteration 119Q: 34 clusters Score -1.049529e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 58722 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353887 members 
Mstep: Class 13 contains 14427 members 
Mstep: Class 14 contains 6412 members 
Mstep: Class 15 contains 44725 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 10590 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55204 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47815 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43626 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5444 members 
Mstep: Class 27 contains 15515 members 
Mstep: Class 28 contains 10424 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12940 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952952.000000 Penalty: 111635.625000
Iteration 120F: 34 clusters Score -1.04953e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58719 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353880 members 
Mstep: Class 13 contains 14425 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 15 contains 44720 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 10589 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55208 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47816 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43622 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 15514 members 
Mstep: Class 28 contains 10426 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12955 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952960.000000 Penalty: 111635.625000
Iteration 121Q: 34 clusters Score -1.04953e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58716 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353873 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 6408 members 
Mstep: Class 15 contains 44718 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47815 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43620 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 15513 members 
Mstep: Class 28 contains 10431 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 17403 members 
Mstep: Class 32 contains 12965 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952920.000000 Penalty: 111635.625000
Iteration 122Q: 34 clusters Score -1.049529e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58715 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21195 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353863 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 44716 members 
Mstep: Class 16 contains 6983 members 
Mstep: Class 17 contains 10584 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47816 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43620 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 15514 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12974 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952960.000000 Penalty: 111635.625000
Iteration 123Q: 34 clusters Score -1.04953e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58714 members 
Mstep: Class 6 contains 23149 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21197 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353853 members 
Mstep: Class 13 contains 14419 members 
Mstep: Class 14 contains 6404 members 
Mstep: Class 15 contains 44716 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 10584 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43618 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 15514 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12982 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952896.000000 Penalty: 111635.625000
Iteration 124Q: 34 clusters Score -1.049529e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58711 members 
Mstep: Class 6 contains 23149 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21199 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353849 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 6403 members 
Mstep: Class 15 contains 44716 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55211 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43615 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 15516 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12988 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952920.000000 Penalty: 111635.625000
Iteration 125Q: 34 clusters Score -1.049529e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58713 members 
Mstep: Class 6 contains 23149 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21202 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353846 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 6402 members 
Mstep: Class 15 contains 44715 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55211 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43611 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12991 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952896.000000 Penalty: 111635.625000
Iteration 126Q: 34 clusters Score -1.049529e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58713 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21206 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353847 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 44714 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55208 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47816 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43610 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15520 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12992 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952944.000000 Penalty: 111635.625000
Iteration 127Q: 34 clusters Score -1.049529e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58712 members 
Mstep: Class 6 contains 23145 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21209 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15185 members 
Mstep: Class 12 contains 353854 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6399 members 
Mstep: Class 15 contains 44714 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55206 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47813 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43608 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15521 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12993 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952936.000000 Penalty: 111635.625000
Iteration 128Q: 34 clusters Score -1.049529e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58707 members 
Mstep: Class 6 contains 23144 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21215 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 353856 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44713 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47812 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43607 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15520 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17400 members 
Mstep: Class 32 contains 12993 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952928.000000 Penalty: 111635.625000
Iteration 129Q: 34 clusters Score -1.049529e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58702 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21219 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353860 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44711 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47810 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43606 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15519 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952904.000000 Penalty: 111635.625000
Iteration 130Q: 34 clusters Score -1.049529e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23142 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21225 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47809 members 
Mstep: Class 23 contains 15178 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952920.000000 Penalty: 111635.625000
Iteration 131Q: 34 clusters Score -1.049529e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58695 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21229 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353867 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55208 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47809 members 
Mstep: Class 23 contains 15177 members 
Mstep: Class 24 contains 43603 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952952.000000 Penalty: 111635.625000
Iteration 132Q: 34 clusters Score -1.04953e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58696 members 
Mstep: Class 6 contains 23139 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47808 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952936.000000 Penalty: 111635.625000
Iteration 133Q: 34 clusters Score -1.049529e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58696 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952928.000000 Penalty: 111635.625000
Iteration 134Q: 34 clusters Score -1.049529e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952920.000000 Penalty: 111635.625000
Iteration 135Q: 34 clusters Score -1.049529e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104952920.000000 Penalty: 111635.625000
Iteration 136F: 34 clusters Score -1.049529e+08 nChanged 0
Entering ConstructFrom: 
Score: -104952920.000000 Penalty: 111635.625000
Entering ConstructFrom: 
Trying to split cluster 1 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -844521.500000 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -844521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -838964.375000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -838964.4 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -840367.750000 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -840367.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -840598.562500 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -840598.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -840742.000000 Penalty: 4361.631836
	Iteration 3Q: 3 clusters Score -840742 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -840857.312500 Penalty: 4361.631836
	Iteration 4Q: 3 clusters Score -840857.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -840968.375000 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -840968.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -841059.375000 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -841059.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -841160.250000 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -841160.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -841296.500000 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -841296.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -841486.000000 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -841486 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -841801.312500 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -841801.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -842315.000000 Penalty: 4361.631836
	Iteration 11F: 3 clusters Score -842315 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -842885.375000 Penalty: 4361.631836
	Iteration 12F: 3 clusters Score -842885.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -843303.375000 Penalty: 4361.631836
	Iteration 13F: 3 clusters Score -843303.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -843536.812500 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -843536.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -843732.125000 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -843732.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -843911.937500 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -843911.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -844117.625000 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -844117.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -844314.750000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -844314.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -844373.687500 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -844373.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -844394.875000 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -844394.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -844404.687500 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -844404.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -844406.562500 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -844406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -844407.875000 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -844407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -844411.875000 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -844411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -844412.125000 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -844412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -844416.000000 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -844416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -844417.875000 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -844417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -844417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -844416.625000 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -844416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -844417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -844416.937500 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -844416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -844417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -844417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -844420.062500 Penalty: 4361.631836
	Iteration 34Q: 3 clusters Score -844420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -844419.562500 Penalty: 4361.631836
	Iteration 35Q: 3 clusters Score -844419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -844419.562500 Penalty: 4361.631836
	Iteration 36F: 3 clusters Score -844419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1149071.875000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -1149072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1141808.500000 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -1141808 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1143942.750000 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -1143943 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1144296.000000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -1144296 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1144546.875000 Penalty: 4539.324219
	Iteration 3F: 3 clusters Score -1144547 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1144781.375000 Penalty: 4539.324219
	Iteration 4Q: 3 clusters Score -1144781 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1145003.625000 Penalty: 4539.324219
	Iteration 5Q: 3 clusters Score -1145004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1145228.000000 Penalty: 4539.324219
	Iteration 6Q: 3 clusters Score -1145228 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1145422.625000 Penalty: 4539.324219
	Iteration 7Q: 3 clusters Score -1145423 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1145592.375000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -1145592 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1145753.125000 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -1145753 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1145932.125000 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -1145932 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1146099.375000 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -1146099 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1146270.250000 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -1146270 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1146441.750000 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -1146442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1146605.750000 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -1146606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1146742.375000 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -1146742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1146872.875000 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -1146873 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1146957.625000 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -1146958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1147020.375000 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -1147020 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1147068.500000 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -1147068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1147105.000000 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -1147105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1147132.500000 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -1147132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1147150.750000 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -1147151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1147168.250000 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -1147168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1147180.250000 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -1147180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1147193.625000 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -1147194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1147203.875000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -1147204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1147214.250000 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -1147214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1147224.125000 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -1147224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1147234.000000 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -1147234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1147238.500000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -1147238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1147247.625000 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -1147248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1147252.750000 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -1147253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1147258.625000 Penalty: 4539.324219
	Iteration 33Q: 3 clusters Score -1147259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1147266.125000 Penalty: 4539.324219
	Iteration 34Q: 3 clusters Score -1147266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1147271.250000 Penalty: 4539.324219
	Iteration 35Q: 3 clusters Score -1147271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1147280.000000 Penalty: 4539.324219
	Iteration 36Q: 3 clusters Score -1147280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1147290.750000 Penalty: 4539.324219
	Iteration 37Q: 3 clusters Score -1147291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1147298.750000 Penalty: 4539.324219
	Iteration 38Q: 3 clusters Score -1147299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1147306.875000 Penalty: 4539.324219
	Iteration 39Q: 3 clusters Score -1147307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1147316.250000 Penalty: 4539.324219
	Iteration 40F: 3 clusters Score -1147316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1147319.125000 Penalty: 4539.324219
	Iteration 41Q: 3 clusters Score -1147319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1147322.125000 Penalty: 4539.324219
	Iteration 42Q: 3 clusters Score -1147322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1147324.875000 Penalty: 4539.324219
	Iteration 43Q: 3 clusters Score -1147325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1147326.500000 Penalty: 4539.324219
	Iteration 44Q: 3 clusters Score -1147326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1147328.750000 Penalty: 4539.324219
	Iteration 45Q: 3 clusters Score -1147329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1147329.875000 Penalty: 4539.324219
	Iteration 46Q: 3 clusters Score -1147330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1147335.375000 Penalty: 4539.324219
	Iteration 47Q: 3 clusters Score -1147335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1147340.625000 Penalty: 4539.324219
	Iteration 48Q: 3 clusters Score -1147341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1147346.125000 Penalty: 4539.324219
	Iteration 49Q: 3 clusters Score -1147346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1147352.625000 Penalty: 4539.324219
	Iteration 50Q: 3 clusters Score -1147353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1147357.125000 Penalty: 4539.324219
	Iteration 51Q: 3 clusters Score -1147357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1147363.500000 Penalty: 4539.324219
	Iteration 52Q: 3 clusters Score -1147364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1147366.250000 Penalty: 4539.324219
	Iteration 53Q: 3 clusters Score -1147366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1147372.875000 Penalty: 4539.324219
	Iteration 54Q: 3 clusters Score -1147373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1147376.000000 Penalty: 4539.324219
	Iteration 55Q: 3 clusters Score -1147376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1147380.625000 Penalty: 4539.324219
	Iteration 56Q: 3 clusters Score -1147381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1147384.500000 Penalty: 4539.324219
	Iteration 57Q: 3 clusters Score -1147384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1147389.250000 Penalty: 4539.324219
	Iteration 58Q: 3 clusters Score -1147389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1147391.000000 Penalty: 4539.324219
	Iteration 59Q: 3 clusters Score -1147391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1147392.375000 Penalty: 4539.324219
	Iteration 60F: 3 clusters Score -1147392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1147398.125000 Penalty: 4539.324219
	Iteration 61Q: 3 clusters Score -1147398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1147399.000000 Penalty: 4539.324219
	Iteration 62Q: 3 clusters Score -1147399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1147399.125000 Penalty: 4539.324219
	Iteration 63Q: 3 clusters Score -1147399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1147405.375000 Penalty: 4539.324219
	Iteration 64Q: 3 clusters Score -1147405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1147404.875000 Penalty: 4539.324219
	Iteration 65Q: 3 clusters Score -1147405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1147406.500000 Penalty: 4539.324219
	Iteration 66Q: 3 clusters Score -1147406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1147407.000000 Penalty: 4539.324219
	Iteration 67Q: 3 clusters Score -1147407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1147408.500000 Penalty: 4539.324219
	Iteration 68Q: 3 clusters Score -1147408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1147411.500000 Penalty: 4539.324219
	Iteration 69Q: 3 clusters Score -1147412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1147415.625000 Penalty: 4539.324219
	Iteration 70Q: 3 clusters Score -1147416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1147412.875000 Penalty: 4539.324219
	Iteration 71Q: 3 clusters Score -1147413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1147413.125000 Penalty: 4539.324219
	Iteration 72Q: 3 clusters Score -1147413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1147413.000000 Penalty: 4539.324219
	Iteration 73Q: 3 clusters Score -1147413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1147413.000000 Penalty: 4539.324219
	Iteration 74Q: 3 clusters Score -1147413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1147411.375000 Penalty: 4539.324219
	Iteration 75Q: 3 clusters Score -1147411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1147414.625000 Penalty: 4539.324219
	Iteration 76Q: 3 clusters Score -1147415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1147418.000000 Penalty: 4539.324219
	Iteration 77Q: 3 clusters Score -1147418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1147417.875000 Penalty: 4539.324219
	Iteration 78Q: 3 clusters Score -1147418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1147417.875000 Penalty: 4539.324219
	Iteration 79Q: 3 clusters Score -1147418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1147418.750000 Penalty: 4539.324219
	Iteration 80F: 3 clusters Score -1147419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1147418.000000 Penalty: 4539.324219
	Iteration 81Q: 3 clusters Score -1147418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1147419.250000 Penalty: 4539.324219
	Iteration 82Q: 3 clusters Score -1147419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1147418.125000 Penalty: 4539.324219
	Iteration 83Q: 3 clusters Score -1147418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1147416.375000 Penalty: 4539.324219
	Iteration 84Q: 3 clusters Score -1147416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1147417.750000 Penalty: 4539.324219
	Iteration 85Q: 3 clusters Score -1147418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1147419.250000 Penalty: 4539.324219
	Iteration 86Q: 3 clusters Score -1147419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1147419.375000 Penalty: 4539.324219
	Iteration 87Q: 3 clusters Score -1147419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1147419.375000 Penalty: 4539.324219
	Iteration 88F: 3 clusters Score -1147419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -841761.687500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -841761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -836060.750000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -836060.8 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -837638.312500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -837638.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -837939.062500 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -837939.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -838172.937500 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -838172.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -838397.687500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -838397.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -838558.312500 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -838558.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -838686.750000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -838686.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -838784.250000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -838784.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -838878.875000 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -838878.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -838966.750000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -838966.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -839043.062500 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -839043.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -839113.062500 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -839113.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -839179.062500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -839179.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -839237.312500 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -839237.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -839294.125000 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -839294.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -839342.437500 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -839342.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -839371.562500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -839371.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -839397.062500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -839397.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -839417.000000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -839417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -839445.437500 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -839445.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -839468.187500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -839468.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -839489.437500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -839489.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -839518.000000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -839518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -839559.437500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -839559.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -839601.812500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -839601.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -839656.125000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -839656.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -839723.750000 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -839723.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -839810.000000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -839810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -839904.750000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -839904.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -840001.125000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -840001.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -840063.937500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -840063.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -840110.187500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -840110.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -840142.875000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -840142.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -840165.750000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -840165.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -840177.812500 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -840177.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -840188.187500 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -840188.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -840196.312500 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -840196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -840204.500000 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -840204.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -840211.562500 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -840211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -840220.875000 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -840220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -840225.562500 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -840225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -840227.500000 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -840227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -840232.875000 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -840232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -840236.687500 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -840236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -840240.937500 Penalty: 4381.975586
	Iteration 44Q: 3 clusters Score -840240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -840245.000000 Penalty: 4381.975586
	Iteration 45Q: 3 clusters Score -840245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -840244.062500 Penalty: 4381.975586
	Iteration 46Q: 3 clusters Score -840244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -840244.062500 Penalty: 4381.975586
	Iteration 47Q: 3 clusters Score -840244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -840242.250000 Penalty: 4381.975586
	Iteration 48Q: 3 clusters Score -840242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -840242.250000 Penalty: 4381.975586
	Iteration 49F: 3 clusters Score -840242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -532849.187500 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -532849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -528744.875000 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -528744.9 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -529706.625000 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -529706.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -529936.125000 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -529936.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -530116.000000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -530116 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -530288.875000 Penalty: 4155.339844
	Iteration 4Q: 3 clusters Score -530288.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -530442.500000 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -530442.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -530555.187500 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -530555.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -530621.812500 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -530621.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -530693.000000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -530693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -530758.312500 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -530758.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -530812.125000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -530812.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -530856.750000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -530856.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -530891.937500 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -530891.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -530919.687500 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -530919.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -530943.812500 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -530943.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -530967.937500 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -530967.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -530987.562500 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -530987.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -531009.375000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -531009.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -531027.750000 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -531027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -531042.750000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -531042.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -531055.125000 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -531055.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -531067.875000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -531067.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -531085.375000 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -531085.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -531101.625000 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -531101.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -531120.562500 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -531120.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -531146.250000 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -531146.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -531165.375000 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -531165.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -531187.312500 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -531187.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -531208.000000 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -531208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -531227.375000 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -531227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -531247.687500 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -531247.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -531269.312500 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -531269.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -531289.750000 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -531289.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -531306.437500 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -531306.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -531323.187500 Penalty: 4155.339844
	Iteration 34Q: 3 clusters Score -531323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -531338.312500 Penalty: 4155.339844
	Iteration 35Q: 3 clusters Score -531338.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -531350.937500 Penalty: 4155.339844
	Iteration 36Q: 3 clusters Score -531350.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -531364.500000 Penalty: 4155.339844
	Iteration 37Q: 3 clusters Score -531364.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -531377.312500 Penalty: 4155.339844
	Iteration 38Q: 3 clusters Score -531377.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -531387.687500 Penalty: 4155.339844
	Iteration 39Q: 3 clusters Score -531387.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -531400.562500 Penalty: 4155.339844
	Iteration 40F: 3 clusters Score -531400.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -531410.250000 Penalty: 4155.339844
	Iteration 41Q: 3 clusters Score -531410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -531419.875000 Penalty: 4155.339844
	Iteration 42Q: 3 clusters Score -531419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -531429.937500 Penalty: 4155.339844
	Iteration 43Q: 3 clusters Score -531429.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -531444.750000 Penalty: 4155.339844
	Iteration 44Q: 3 clusters Score -531444.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -531455.875000 Penalty: 4155.339844
	Iteration 45Q: 3 clusters Score -531455.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -531480.375000 Penalty: 4155.339844
	Iteration 46Q: 3 clusters Score -531480.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -531516.125000 Penalty: 4155.339844
	Iteration 47Q: 3 clusters Score -531516.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -531547.437500 Penalty: 4155.339844
	Iteration 48Q: 3 clusters Score -531547.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -531577.500000 Penalty: 4155.339844
	Iteration 49Q: 3 clusters Score -531577.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -531619.687500 Penalty: 4155.339844
	Iteration 50Q: 3 clusters Score -531619.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -531660.375000 Penalty: 4155.339844
	Iteration 51Q: 3 clusters Score -531660.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -531700.437500 Penalty: 4155.339844
	Iteration 52Q: 3 clusters Score -531700.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -531737.000000 Penalty: 4155.339844
	Iteration 53Q: 3 clusters Score -531737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -531779.375000 Penalty: 4155.339844
	Iteration 54Q: 3 clusters Score -531779.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -531825.500000 Penalty: 4155.339844
	Iteration 55Q: 3 clusters Score -531825.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -531859.937500 Penalty: 4155.339844
	Iteration 56Q: 3 clusters Score -531859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -531890.062500 Penalty: 4155.339844
	Iteration 57Q: 3 clusters Score -531890.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -531919.312500 Penalty: 4155.339844
	Iteration 58Q: 3 clusters Score -531919.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -531953.250000 Penalty: 4155.339844
	Iteration 59Q: 3 clusters Score -531953.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -531974.625000 Penalty: 4155.339844
	Iteration 60F: 3 clusters Score -531974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -531990.500000 Penalty: 4155.339844
	Iteration 61Q: 3 clusters Score -531990.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -532008.937500 Penalty: 4155.339844
	Iteration 62Q: 3 clusters Score -532008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -532024.562500 Penalty: 4155.339844
	Iteration 63Q: 3 clusters Score -532024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -532034.562500 Penalty: 4155.339844
	Iteration 64Q: 3 clusters Score -532034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -532041.312500 Penalty: 4155.339844
	Iteration 65Q: 3 clusters Score -532041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -532048.125000 Penalty: 4155.339844
	Iteration 66Q: 3 clusters Score -532048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -532053.312500 Penalty: 4155.339844
	Iteration 67Q: 3 clusters Score -532053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -532055.875000 Penalty: 4155.339844
	Iteration 68Q: 3 clusters Score -532055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -532057.187500 Penalty: 4155.339844
	Iteration 69Q: 3 clusters Score -532057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -532058.125000 Penalty: 4155.339844
	Iteration 70Q: 3 clusters Score -532058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -532060.375000 Penalty: 4155.339844
	Iteration 71Q: 3 clusters Score -532060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -532060.375000 Penalty: 4155.339844
	Iteration 72F: 3 clusters Score -532060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Entering Unmasked Estep 
Score: -7613227.500000 Penalty: 2723.075684
	Iteration 0F: 2 clusters Score -7613228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -7573769.500000 Penalty: 5446.151367
	Iteration 0F: 3 clusters Score -7573770 nChanged 27166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7589018.500000 Penalty: 5446.151367
	Iteration 1F: 3 clusters Score -7589018 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -7589605.000000 Penalty: 5446.151367
	Iteration 2Q: 3 clusters Score -7589605 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7590162.000000 Penalty: 5446.151367
	Iteration 3Q: 3 clusters Score -7590162 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7590813.500000 Penalty: 5446.151367
	Iteration 4Q: 3 clusters Score -7590814 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -7591484.000000 Penalty: 5446.151367
	Iteration 5Q: 3 clusters Score -7591484 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7592382.000000 Penalty: 5446.151367
	Iteration 6Q: 3 clusters Score -7592382 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -7593516.000000 Penalty: 5446.151367
	Iteration 7Q: 3 clusters Score -7593516 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7594917.500000 Penalty: 5446.151367
	Iteration 8Q: 3 clusters Score -7594918 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -7596599.500000 Penalty: 5446.151367
	Iteration 9Q: 3 clusters Score -7596600 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7598518.000000 Penalty: 5446.151367
	Iteration 10F: 3 clusters Score -7598518 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7600481.000000 Penalty: 5446.151367
	Iteration 11F: 3 clusters Score -7600481 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -7601871.500000 Penalty: 5446.151367
	Iteration 12Q: 3 clusters Score -7601872 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7602554.000000 Penalty: 5446.151367
	Iteration 13Q: 3 clusters Score -7602554 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7602907.500000 Penalty: 5446.151367
	Iteration 14Q: 3 clusters Score -7602908 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -7603149.500000 Penalty: 5446.151367
	Iteration 15Q: 3 clusters Score -7603150 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7603337.000000 Penalty: 5446.151367
	Iteration 16Q: 3 clusters Score -7603337 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -7603647.000000 Penalty: 5446.151367
	Iteration 17Q: 3 clusters Score -7603647 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -7604029.000000 Penalty: 5446.151367
	Iteration 18Q: 3 clusters Score -7604029 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -7604471.500000 Penalty: 5446.151367
	Iteration 19Q: 3 clusters Score -7604472 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7605086.000000 Penalty: 5446.151367
	Iteration 20F: 3 clusters Score -7605086 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7605844.000000 Penalty: 5446.151367
	Iteration 21Q: 3 clusters Score -7605844 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7606628.500000 Penalty: 5446.151367
	Iteration 22Q: 3 clusters Score -7606628 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -7607546.500000 Penalty: 5446.151367
	Iteration 23Q: 3 clusters Score -7607546 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7608450.500000 Penalty: 5446.151367
	Iteration 24Q: 3 clusters Score -7608450 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7609338.000000 Penalty: 5446.151367
	Iteration 25Q: 3 clusters Score -7609338 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7610006.500000 Penalty: 5446.151367
	Iteration 26Q: 3 clusters Score -7610006 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7610559.000000 Penalty: 5446.151367
	Iteration 27Q: 3 clusters Score -7610559 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7611000.500000 Penalty: 5446.151367
	Iteration 28Q: 3 clusters Score -7611000 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7611339.000000 Penalty: 5446.151367
	Iteration 29Q: 3 clusters Score -7611339 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -7611607.500000 Penalty: 5446.151367
	Iteration 30Q: 3 clusters Score -7611608 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7611826.500000 Penalty: 5446.151367
	Iteration 31Q: 3 clusters Score -7611826 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7611963.000000 Penalty: 5446.151367
	Iteration 32Q: 3 clusters Score -7611963 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -7612023.500000 Penalty: 5446.151367
	Iteration 33Q: 3 clusters Score -7612024 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7612064.000000 Penalty: 5446.151367
	Iteration 34Q: 3 clusters Score -7612064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7612135.000000 Penalty: 5446.151367
	Iteration 35Q: 3 clusters Score -7612135 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7612198.500000 Penalty: 5446.151367
	Iteration 36Q: 3 clusters Score -7612198 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -7612248.000000 Penalty: 5446.151367
	Iteration 37Q: 3 clusters Score -7612248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7612281.000000 Penalty: 5446.151367
	Iteration 38Q: 3 clusters Score -7612281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7612277.500000 Penalty: 5446.151367
	Iteration 39Q: 3 clusters Score -7612278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7612565.500000 Penalty: 5446.151367
	Iteration 40F: 3 clusters Score -7612566 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -7612767.500000 Penalty: 5446.151367
	Iteration 41Q: 3 clusters Score -7612768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7612874.000000 Penalty: 5446.151367
	Iteration 42Q: 3 clusters Score -7612874 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7612994.500000 Penalty: 5446.151367
	Iteration 43Q: 3 clusters Score -7612994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7613045.500000 Penalty: 5446.151367
	Iteration 44Q: 3 clusters Score -7613046 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7613107.500000 Penalty: 5446.151367
	Iteration 45Q: 3 clusters Score -7613108 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -7613172.000000 Penalty: 5446.151367
	Iteration 46Q: 3 clusters Score -7613172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7613201.000000 Penalty: 5446.151367
	Iteration 47Q: 3 clusters Score -7613201 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -7613234.000000 Penalty: 5446.151367
	Iteration 48Q: 3 clusters Score -7613234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7613247.500000 Penalty: 5446.151367
	Iteration 49Q: 3 clusters Score -7613248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -7613281.000000 Penalty: 5446.151367
	Iteration 50Q: 3 clusters Score -7613281 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7613272.500000 Penalty: 5446.151367
	Iteration 51Q: 3 clusters Score -7613272 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7613295.000000 Penalty: 5446.151367
	Iteration 52Q: 3 clusters Score -7613295 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -7613315.000000 Penalty: 5446.151367
	Iteration 53Q: 3 clusters Score -7613315 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7613314.000000 Penalty: 5446.151367
	Iteration 54Q: 3 clusters Score -7613314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -7613310.500000 Penalty: 5446.151367
	Iteration 55Q: 3 clusters Score -7613310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7613304.500000 Penalty: 5446.151367
	Iteration 56Q: 3 clusters Score -7613304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7613323.000000 Penalty: 5446.151367
	Iteration 57Q: 3 clusters Score -7613323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -7613322.000000 Penalty: 5446.151367
	Iteration 58Q: 3 clusters Score -7613322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7613326.500000 Penalty: 5446.151367
	Iteration 59Q: 3 clusters Score -7613326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -7613346.000000 Penalty: 5446.151367
	Iteration 60F: 3 clusters Score -7613346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -7613340.000000 Penalty: 5446.151367
	Iteration 61Q: 3 clusters Score -7613340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -7613337.500000 Penalty: 5446.151367
	Iteration 62Q: 3 clusters Score -7613338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -7613340.500000 Penalty: 5446.151367
	Iteration 63Q: 3 clusters Score -7613340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -7613354.000000 Penalty: 5446.151367
	Iteration 64Q: 3 clusters Score -7613354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7613358.000000 Penalty: 5446.151367
	Iteration 65Q: 3 clusters Score -7613358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -7613348.000000 Penalty: 5446.151367
	Iteration 66Q: 3 clusters Score -7613348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -7613350.000000 Penalty: 5446.151367
	Iteration 67Q: 3 clusters Score -7613350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7613359.500000 Penalty: 5446.151367
	Iteration 68Q: 3 clusters Score -7613360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7613355.000000 Penalty: 5446.151367
	Iteration 69Q: 3 clusters Score -7613355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -7613355.500000 Penalty: 5446.151367
	Iteration 70Q: 3 clusters Score -7613356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -7613349.000000 Penalty: 5446.151367
	Iteration 71Q: 3 clusters Score -7613349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7613342.000000 Penalty: 5446.151367
	Iteration 72Q: 3 clusters Score -7613342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -7613351.000000 Penalty: 5446.151367
	Iteration 73Q: 3 clusters Score -7613351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -7613349.500000 Penalty: 5446.151367
	Iteration 74Q: 3 clusters Score -7613350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -7613345.000000 Penalty: 5446.151367
	Iteration 75Q: 3 clusters Score -7613345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7613344.000000 Penalty: 5446.151367
	Iteration 76Q: 3 clusters Score -7613344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -7613347.000000 Penalty: 5446.151367
	Iteration 77Q: 3 clusters Score -7613347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -7613354.500000 Penalty: 5446.151367
	Iteration 78Q: 3 clusters Score -7613354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7613355.500000 Penalty: 5446.151367
	Iteration 79Q: 3 clusters Score -7613356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -7613352.000000 Penalty: 5446.151367
	Iteration 80F: 3 clusters Score -7613352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -7613361.000000 Penalty: 5446.151367
	Iteration 81Q: 3 clusters Score -7613361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7613365.000000 Penalty: 5446.151367
	Iteration 82Q: 3 clusters Score -7613365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -7613364.000000 Penalty: 5446.151367
	Iteration 83Q: 3 clusters Score -7613364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7613362.500000 Penalty: 5446.151367
	Iteration 84Q: 3 clusters Score -7613362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -7613360.000000 Penalty: 5446.151367
	Iteration 85Q: 3 clusters Score -7613360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -7613354.500000 Penalty: 5446.151367
	Iteration 86Q: 3 clusters Score -7613354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7613358.000000 Penalty: 5446.151367
	Iteration 87Q: 3 clusters Score -7613358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7613360.500000 Penalty: 5446.151367
	Iteration 88Q: 3 clusters Score -7613360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7613358.500000 Penalty: 5446.151367
	Iteration 89Q: 3 clusters Score -7613358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7613348.000000 Penalty: 5446.151367
	Iteration 90Q: 3 clusters Score -7613348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7613348.000000 Penalty: 5446.151367
	Iteration 91F: 3 clusters Score -7613348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 25910 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 32787 members 
Entering Unmasked Estep 
Score: -104952280.000000 Penalty: 115018.523438
Splitting cluster 5 changes total score from -104952920.000000 to -104952280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (23140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Entering Unmasked Estep 
Score: -2932977.500000 Penalty: 2492.230957
	Iteration 0F: 2 clusters Score -2932978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2916999.250000 Penalty: 4984.461914
	Iteration 0F: 3 clusters Score -2916999 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2922707.750000 Penalty: 4984.461914
	Iteration 1F: 3 clusters Score -2922708 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2923381.500000 Penalty: 4984.461914
	Iteration 2F: 3 clusters Score -2923382 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2924002.250000 Penalty: 4984.461914
	Iteration 3F: 3 clusters Score -2924002 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2924570.250000 Penalty: 4984.461914
	Iteration 4F: 3 clusters Score -2924570 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2925132.000000 Penalty: 4984.461914
	Iteration 5Q: 3 clusters Score -2925132 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2925600.250000 Penalty: 4984.461914
	Iteration 6Q: 3 clusters Score -2925600 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2926082.500000 Penalty: 4984.461914
	Iteration 7Q: 3 clusters Score -2926082 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2926580.000000 Penalty: 4984.461914
	Iteration 8Q: 3 clusters Score -2926580 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2927189.750000 Penalty: 4984.461914
	Iteration 9Q: 3 clusters Score -2927190 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2927877.500000 Penalty: 4984.461914
	Iteration 10Q: 3 clusters Score -2927878 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2928589.000000 Penalty: 4984.461914
	Iteration 11Q: 3 clusters Score -2928589 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2929274.250000 Penalty: 4984.461914
	Iteration 12Q: 3 clusters Score -2929274 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2929852.250000 Penalty: 4984.461914
	Iteration 13Q: 3 clusters Score -2929852 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2930235.750000 Penalty: 4984.461914
	Iteration 14Q: 3 clusters Score -2930236 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2930476.500000 Penalty: 4984.461914
	Iteration 15Q: 3 clusters Score -2930476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2930640.000000 Penalty: 4984.461914
	Iteration 16Q: 3 clusters Score -2930640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2930736.500000 Penalty: 4984.461914
	Iteration 17Q: 3 clusters Score -2930736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2930809.250000 Penalty: 4984.461914
	Iteration 18Q: 3 clusters Score -2930809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2930854.750000 Penalty: 4984.461914
	Iteration 19Q: 3 clusters Score -2930855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2930898.750000 Penalty: 4984.461914
	Iteration 20F: 3 clusters Score -2930899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2930930.750000 Penalty: 4984.461914
	Iteration 21Q: 3 clusters Score -2930931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2930951.750000 Penalty: 4984.461914
	Iteration 22Q: 3 clusters Score -2930952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2930962.250000 Penalty: 4984.461914
	Iteration 23Q: 3 clusters Score -2930962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2930973.500000 Penalty: 4984.461914
	Iteration 24Q: 3 clusters Score -2930974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2930989.250000 Penalty: 4984.461914
	Iteration 25Q: 3 clusters Score -2930989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2930997.500000 Penalty: 4984.461914
	Iteration 26Q: 3 clusters Score -2930998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2931000.000000 Penalty: 4984.461914
	Iteration 27Q: 3 clusters Score -2931000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2931007.000000 Penalty: 4984.461914
	Iteration 28Q: 3 clusters Score -2931007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2931009.500000 Penalty: 4984.461914
	Iteration 29Q: 3 clusters Score -2931010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2931018.250000 Penalty: 4984.461914
	Iteration 30Q: 3 clusters Score -2931018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2931025.000000 Penalty: 4984.461914
	Iteration 31Q: 3 clusters Score -2931025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2931030.000000 Penalty: 4984.461914
	Iteration 32Q: 3 clusters Score -2931030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2931028.500000 Penalty: 4984.461914
	Iteration 33Q: 3 clusters Score -2931028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2931028.000000 Penalty: 4984.461914
	Iteration 34Q: 3 clusters Score -2931028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2931031.000000 Penalty: 4984.461914
	Iteration 35Q: 3 clusters Score -2931031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2931034.250000 Penalty: 4984.461914
	Iteration 36Q: 3 clusters Score -2931034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2931033.250000 Penalty: 4984.461914
	Iteration 37Q: 3 clusters Score -2931033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2931033.250000 Penalty: 4984.461914
	Iteration 38F: 3 clusters Score -2931033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -1144415.125000 Penalty: 2269.083008
	Iteration 0F: 2 clusters Score -1144415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1137164.125000 Penalty: 4538.166016
	Iteration 0F: 3 clusters Score -1137164 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1139264.000000 Penalty: 4538.166016
	Iteration 1F: 3 clusters Score -1139264 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1139632.625000 Penalty: 4538.166016
	Iteration 2F: 3 clusters Score -1139633 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1139996.625000 Penalty: 4538.166016
	Iteration 3F: 3 clusters Score -1139997 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1140420.500000 Penalty: 4538.166016
	Iteration 4F: 3 clusters Score -1140420 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1140871.625000 Penalty: 4538.166016
	Iteration 5F: 3 clusters Score -1140872 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1141375.875000 Penalty: 4538.166016
	Iteration 6F: 3 clusters Score -1141376 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1141960.875000 Penalty: 4538.166016
	Iteration 7F: 3 clusters Score -1141961 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1142572.500000 Penalty: 4538.166016
	Iteration 8F: 3 clusters Score -1142572 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1143209.875000 Penalty: 4538.166016
	Iteration 9F: 3 clusters Score -1143210 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1143872.000000 Penalty: 4538.166016
	Iteration 10Q: 3 clusters Score -1143872 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1144324.875000 Penalty: 4538.166016
	Iteration 11Q: 3 clusters Score -1144325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1144564.125000 Penalty: 4538.166016
	Iteration 12Q: 3 clusters Score -1144564 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1144684.750000 Penalty: 4538.166016
	Iteration 13Q: 3 clusters Score -1144685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1144742.875000 Penalty: 4538.166016
	Iteration 14Q: 3 clusters Score -1144743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1144785.125000 Penalty: 4538.166016
	Iteration 15Q: 3 clusters Score -1144785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1144812.500000 Penalty: 4538.166016
	Iteration 16Q: 3 clusters Score -1144812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1144838.750000 Penalty: 4538.166016
	Iteration 17Q: 3 clusters Score -1144839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1144861.375000 Penalty: 4538.166016
	Iteration 18Q: 3 clusters Score -1144861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1144884.375000 Penalty: 4538.166016
	Iteration 19Q: 3 clusters Score -1144884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1144905.750000 Penalty: 4538.166016
	Iteration 20F: 3 clusters Score -1144906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1144925.625000 Penalty: 4538.166016
	Iteration 21Q: 3 clusters Score -1144926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1144942.500000 Penalty: 4538.166016
	Iteration 22Q: 3 clusters Score -1144942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1144957.250000 Penalty: 4538.166016
	Iteration 23Q: 3 clusters Score -1144957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1144973.125000 Penalty: 4538.166016
	Iteration 24Q: 3 clusters Score -1144973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1144994.125000 Penalty: 4538.166016
	Iteration 25Q: 3 clusters Score -1144994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1145009.000000 Penalty: 4538.166016
	Iteration 26Q: 3 clusters Score -1145009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1145025.125000 Penalty: 4538.166016
	Iteration 27Q: 3 clusters Score -1145025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1145040.500000 Penalty: 4538.166016
	Iteration 28Q: 3 clusters Score -1145040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1145050.500000 Penalty: 4538.166016
	Iteration 29Q: 3 clusters Score -1145050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1145064.750000 Penalty: 4538.166016
	Iteration 30Q: 3 clusters Score -1145065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1145074.750000 Penalty: 4538.166016
	Iteration 31Q: 3 clusters Score -1145075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1145092.625000 Penalty: 4538.166016
	Iteration 32Q: 3 clusters Score -1145093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1145100.875000 Penalty: 4538.166016
	Iteration 33Q: 3 clusters Score -1145101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1145113.000000 Penalty: 4538.166016
	Iteration 34Q: 3 clusters Score -1145113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1145115.625000 Penalty: 4538.166016
	Iteration 35Q: 3 clusters Score -1145116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1145122.250000 Penalty: 4538.166016
	Iteration 36Q: 3 clusters Score -1145122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1145128.375000 Penalty: 4538.166016
	Iteration 37Q: 3 clusters Score -1145128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1145130.625000 Penalty: 4538.166016
	Iteration 38Q: 3 clusters Score -1145131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1145131.375000 Penalty: 4538.166016
	Iteration 39Q: 3 clusters Score -1145131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1145131.250000 Penalty: 4538.166016
	Iteration 40F: 3 clusters Score -1145131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 6221 members 
Entering Unmasked Estep 
Score: -104952680.000000 Penalty: 115018.523438
Splitting cluster 7 changes total score from -104952920.000000 to -104952680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Entering Unmasked Estep 
Score: -2773201.750000 Penalty: 2470.866455
	Iteration 0F: 2 clusters Score -2773202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2758491.000000 Penalty: 4941.732910
	Iteration 0F: 3 clusters Score -2758491 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2763471.750000 Penalty: 4941.732910
	Iteration 1F: 3 clusters Score -2763472 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2763983.500000 Penalty: 4941.732910
	Iteration 2F: 3 clusters Score -2763984 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2764604.250000 Penalty: 4941.732910
	Iteration 3F: 3 clusters Score -2764604 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2765429.500000 Penalty: 4941.732910
	Iteration 4F: 3 clusters Score -2765430 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2766550.750000 Penalty: 4941.732910
	Iteration 5F: 3 clusters Score -2766551 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2767863.000000 Penalty: 4941.732910
	Iteration 6F: 3 clusters Score -2767863 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2769042.000000 Penalty: 4941.732910
	Iteration 7F: 3 clusters Score -2769042 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2769901.750000 Penalty: 4941.732910
	Iteration 8Q: 3 clusters Score -2769902 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2770499.250000 Penalty: 4941.732910
	Iteration 9Q: 3 clusters Score -2770499 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2770782.500000 Penalty: 4941.732910
	Iteration 10Q: 3 clusters Score -2770782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2770937.250000 Penalty: 4941.732910
	Iteration 11Q: 3 clusters Score -2770937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2771010.500000 Penalty: 4941.732910
	Iteration 12Q: 3 clusters Score -2771010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2771052.000000 Penalty: 4941.732910
	Iteration 13Q: 3 clusters Score -2771052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2771092.250000 Penalty: 4941.732910
	Iteration 14Q: 3 clusters Score -2771092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2771122.250000 Penalty: 4941.732910
	Iteration 15Q: 3 clusters Score -2771122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2771137.500000 Penalty: 4941.732910
	Iteration 16Q: 3 clusters Score -2771138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2771162.750000 Penalty: 4941.732910
	Iteration 17Q: 3 clusters Score -2771163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2771168.250000 Penalty: 4941.732910
	Iteration 18Q: 3 clusters Score -2771168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2771177.000000 Penalty: 4941.732910
	Iteration 19Q: 3 clusters Score -2771177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2771190.500000 Penalty: 4941.732910
	Iteration 20F: 3 clusters Score -2771190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2771194.000000 Penalty: 4941.732910
	Iteration 21Q: 3 clusters Score -2771194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2771205.250000 Penalty: 4941.732910
	Iteration 22Q: 3 clusters Score -2771205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2771212.250000 Penalty: 4941.732910
	Iteration 23Q: 3 clusters Score -2771212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2771216.000000 Penalty: 4941.732910
	Iteration 24Q: 3 clusters Score -2771216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2771216.500000 Penalty: 4941.732910
	Iteration 25Q: 3 clusters Score -2771216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2771218.500000 Penalty: 4941.732910
	Iteration 26Q: 3 clusters Score -2771218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2771224.000000 Penalty: 4941.732910
	Iteration 27Q: 3 clusters Score -2771224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2771226.000000 Penalty: 4941.732910
	Iteration 28Q: 3 clusters Score -2771226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2771225.500000 Penalty: 4941.732910
	Iteration 29Q: 3 clusters Score -2771226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2771225.500000 Penalty: 4941.732910
	Iteration 30Q: 3 clusters Score -2771226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2771225.500000 Penalty: 4941.732910
	Iteration 31F: 3 clusters Score -2771226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -118453.187500 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116487.992188 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -116488 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116949.968750 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -116950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117306.976562 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -117307 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117709.125000 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -117709.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118081.945312 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -118081.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118421.875000 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -118421.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -118661.265625 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -118661.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -118764.523438 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -118764.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -118897.031250 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -118897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119158.218750 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -119158.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119444.218750 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -119444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119589.656250 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -119589.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119702.429688 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -119702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -119793.703125 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -119793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119811.343750 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -119811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119811.656250 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -119811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119955.296875 Penalty: 3473.971191
	Iteration 16F: 3 clusters Score -119955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120251.492188 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -120251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120254.945312 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -120254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120254.945312 Penalty: 3473.971191
	Iteration 19F: 3 clusters Score -120254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 631 members 
Entering Unmasked Estep 
Score: -104953136.000000 Penalty: 115018.523438
Splitting cluster 9 changes total score from -104952920.000000 to -104953136.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -889265.687500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -889265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -882800.562500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -882800.6 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -884845.000000 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -884845 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -885410.375000 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -885410.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -885916.750000 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -885916.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -886333.937500 Penalty: 4466.132812
	Iteration 4F: 3 clusters Score -886333.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -886650.562500 Penalty: 4466.132812
	Iteration 5F: 3 clusters Score -886650.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -886885.750000 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -886885.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -887101.250000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -887101.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -887315.562500 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -887315.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -887515.875000 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -887515.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -887752.625000 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -887752.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -887945.375000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -887945.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -888049.687500 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -888049.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -888135.625000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -888135.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -888221.687500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -888221.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -888309.750000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -888309.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -888386.375000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -888386.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -888462.500000 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -888462.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -888520.500000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -888520.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -888582.062500 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -888582.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -888647.500000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -888647.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -888698.687500 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -888698.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -888741.750000 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -888741.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -888800.937500 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -888800.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -888865.562500 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -888865.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -888923.625000 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -888923.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -888969.625000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -888969.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -889011.812500 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -889011.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -889057.062500 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -889057.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -889093.750000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -889093.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -889128.500000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -889128.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -889161.437500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -889161.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -889173.812500 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -889173.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -889189.812500 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -889189.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -889199.687500 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -889199.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -889208.937500 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -889208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -889210.562500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -889210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -889216.875000 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -889216.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -889222.187500 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -889222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -889231.000000 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -889231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -889235.812500 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -889235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -889240.375000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -889240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -889241.750000 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -889241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -889244.812500 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -889244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -889245.562500 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -889245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -889245.562500 Penalty: 4466.132812
	Iteration 45F: 3 clusters Score -889245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -2001523.000000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -2001523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1990592.625000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -1990593 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1993907.250000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -1993907 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1994282.250000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -1994282 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1994602.125000 Penalty: 4775.584473
	Iteration 3Q: 3 clusters Score -1994602 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1994929.000000 Penalty: 4775.584473
	Iteration 4Q: 3 clusters Score -1994929 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1995273.875000 Penalty: 4775.584473
	Iteration 5Q: 3 clusters Score -1995274 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1995696.000000 Penalty: 4775.584473
	Iteration 6Q: 3 clusters Score -1995696 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1996145.750000 Penalty: 4775.584473
	Iteration 7F: 3 clusters Score -1996146 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1996588.625000 Penalty: 4775.584473
	Iteration 8Q: 3 clusters Score -1996589 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1997054.125000 Penalty: 4775.584473
	Iteration 9Q: 3 clusters Score -1997054 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1997497.375000 Penalty: 4775.584473
	Iteration 10Q: 3 clusters Score -1997497 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1997877.250000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -1997877 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1998175.875000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -1998176 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1998445.500000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -1998446 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1998677.000000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -1998677 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1998878.250000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -1998878 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1999042.000000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -1999042 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1999184.750000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -1999185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1999289.625000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -1999290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1999357.750000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -1999358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1999416.875000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -1999417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1999458.250000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -1999458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1999484.500000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -1999484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1999497.750000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -1999498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1999513.000000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -1999513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1999531.375000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -1999531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1999548.000000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -1999548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1999558.750000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -1999559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1999574.750000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -1999575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1999595.875000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -1999596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1999603.125000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -1999603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1999608.125000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -1999608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1999613.000000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -1999613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1999613.500000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -1999614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1999621.125000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -1999621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1999624.000000 Penalty: 4775.584473
	Iteration 35Q: 3 clusters Score -1999624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1999627.750000 Penalty: 4775.584473
	Iteration 36Q: 3 clusters Score -1999628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1999627.750000 Penalty: 4775.584473
	Iteration 37F: 3 clusters Score -1999628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (353865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353865 members 
Entering Unmasked Estep 
Score: -45850524.000000 Penalty: 3168.614258
	Iteration 0F: 2 clusters Score -4.585052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176926 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -45641400.000000 Penalty: 6337.228516
	Iteration 0F: 3 clusters Score -4.56414e+07 nChanged 172299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 181302 members 
Entering Unmasked Estep 
Score: -45742548.000000 Penalty: 6337.228516
	Iteration 1F: 3 clusters Score -4.574255e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170532 members 
Mstep: Class 2 contains 183333 members 
Entering Unmasked Estep 
Score: -45743992.000000 Penalty: 6337.228516
	Iteration 2Q: 3 clusters Score -4.574399e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 186523 members 
Entering Unmasked Estep 
Score: -45745528.000000 Penalty: 6337.228516
	Iteration 3Q: 3 clusters Score -4.574553e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162662 members 
Mstep: Class 2 contains 191203 members 
Entering Unmasked Estep 
Score: -45747756.000000 Penalty: 6337.228516
	Iteration 4Q: 3 clusters Score -4.574776e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -45750672.000000 Penalty: 6337.228516
	Iteration 5Q: 3 clusters Score -4.575067e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 206590 members 
Entering Unmasked Estep 
Score: -45756748.000000 Penalty: 6337.228516
	Iteration 6Q: 3 clusters Score -4.575675e+07 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 217310 members 
Entering Unmasked Estep 
Score: -45765612.000000 Penalty: 6337.228516
	Iteration 7F: 3 clusters Score -4.576561e+07 nChanged 22038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 227720 members 
Entering Unmasked Estep 
Score: -45780204.000000 Penalty: 6337.228516
	Iteration 8F: 3 clusters Score -4.57802e+07 nChanged 23566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 234380 members 
Entering Unmasked Estep 
Score: -45797156.000000 Penalty: 6337.228516
	Iteration 9F: 3 clusters Score -4.579716e+07 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 235813 members 
Entering Unmasked Estep 
Score: -45807980.000000 Penalty: 6337.228516
	Iteration 10F: 3 clusters Score -4.580798e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 234772 members 
Entering Unmasked Estep 
Score: -45810504.000000 Penalty: 6337.228516
	Iteration 11Q: 3 clusters Score -4.58105e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 233333 members 
Entering Unmasked Estep 
Score: -45810668.000000 Penalty: 6337.228516
	Iteration 12Q: 3 clusters Score -4.581067e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 231588 members 
Entering Unmasked Estep 
Score: -45810288.000000 Penalty: 6337.228516
	Iteration 13Q: 3 clusters Score -4.581029e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 229552 members 
Entering Unmasked Estep 
Score: -45810060.000000 Penalty: 6337.228516
	Iteration 14Q: 3 clusters Score -4.581006e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 227230 members 
Entering Unmasked Estep 
Score: -45810116.000000 Penalty: 6337.228516
	Iteration 15Q: 3 clusters Score -4.581012e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -45810196.000000 Penalty: 6337.228516
	Iteration 16Q: 3 clusters Score -4.58102e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 222019 members 
Entering Unmasked Estep 
Score: -45810148.000000 Penalty: 6337.228516
	Iteration 17Q: 3 clusters Score -4.581015e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 219062 members 
Entering Unmasked Estep 
Score: -45810152.000000 Penalty: 6337.228516
	Iteration 18Q: 3 clusters Score -4.581015e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 216049 members 
Entering Unmasked Estep 
Score: -45810136.000000 Penalty: 6337.228516
	Iteration 19Q: 3 clusters Score -4.581014e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 213039 members 
Entering Unmasked Estep 
Score: -45810280.000000 Penalty: 6337.228516
	Iteration 20F: 3 clusters Score -4.581028e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143785 members 
Mstep: Class 2 contains 210080 members 
Entering Unmasked Estep 
Score: -45810660.000000 Penalty: 6337.228516
	Iteration 21Q: 3 clusters Score -4.581066e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 207237 members 
Entering Unmasked Estep 
Score: -45810812.000000 Penalty: 6337.228516
	Iteration 22Q: 3 clusters Score -4.581081e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 204461 members 
Entering Unmasked Estep 
Score: -45810836.000000 Penalty: 6337.228516
	Iteration 23Q: 3 clusters Score -4.581084e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 201916 members 
Entering Unmasked Estep 
Score: -45810916.000000 Penalty: 6337.228516
	Iteration 24Q: 3 clusters Score -4.581092e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 199313 members 
Entering Unmasked Estep 
Score: -45811184.000000 Penalty: 6337.228516
	Iteration 25Q: 3 clusters Score -4.581118e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 196788 members 
Entering Unmasked Estep 
Score: -45811216.000000 Penalty: 6337.228516
	Iteration 26Q: 3 clusters Score -4.581122e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 194334 members 
Entering Unmasked Estep 
Score: -45811376.000000 Penalty: 6337.228516
	Iteration 27Q: 3 clusters Score -4.581138e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -45811756.000000 Penalty: 6337.228516
	Iteration 28Q: 3 clusters Score -4.581176e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -45811800.000000 Penalty: 6337.228516
	Iteration 29Q: 3 clusters Score -4.58118e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 187910 members 
Entering Unmasked Estep 
Score: -45811732.000000 Penalty: 6337.228516
	Iteration 30Q: 3 clusters Score -4.581173e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 185941 members 
Entering Unmasked Estep 
Score: -45811832.000000 Penalty: 6337.228516
	Iteration 31Q: 3 clusters Score -4.581183e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -45811832.000000 Penalty: 6337.228516
	Iteration 32Q: 3 clusters Score -4.581183e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 181827 members 
Entering Unmasked Estep 
Score: -45811768.000000 Penalty: 6337.228516
	Iteration 33Q: 3 clusters Score -4.581177e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174489 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -45811892.000000 Penalty: 6337.228516
	Iteration 34Q: 3 clusters Score -4.581189e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177288 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -45812032.000000 Penalty: 6337.228516
	Iteration 35Q: 3 clusters Score -4.581203e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180230 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -45812076.000000 Penalty: 6337.228516
	Iteration 36Q: 3 clusters Score -4.581208e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -45812032.000000 Penalty: 6337.228516
	Iteration 37Q: 3 clusters Score -4.581203e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186937 members 
Mstep: Class 2 contains 166928 members 
Entering Unmasked Estep 
Score: -45811828.000000 Penalty: 6337.228516
	Iteration 38Q: 3 clusters Score -4.581183e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -45811508.000000 Penalty: 6337.228516
	Iteration 39Q: 3 clusters Score -4.581151e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195712 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -45811420.000000 Penalty: 6337.228516
	Iteration 40F: 3 clusters Score -4.581142e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -45811868.000000 Penalty: 6337.228516
	Iteration 41Q: 3 clusters Score -4.581187e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 144644 members 
Entering Unmasked Estep 
Score: -45811880.000000 Penalty: 6337.228516
	Iteration 42Q: 3 clusters Score -4.581188e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217936 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -45811980.000000 Penalty: 6337.228516
	Iteration 43Q: 3 clusters Score -4.581198e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228542 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -45812688.000000 Penalty: 6337.228516
	Iteration 44Q: 3 clusters Score -4.581269e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240188 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -45814312.000000 Penalty: 6337.228516
	Iteration 45Q: 3 clusters Score -4.581431e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252252 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -45815736.000000 Penalty: 6337.228516
	Iteration 46Q: 3 clusters Score -4.581574e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264325 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -45817260.000000 Penalty: 6337.228516
	Iteration 47Q: 3 clusters Score -4.581726e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275727 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -45819388.000000 Penalty: 6337.228516
	Iteration 48Q: 3 clusters Score -4.581939e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285880 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -45821352.000000 Penalty: 6337.228516
	Iteration 49Q: 3 clusters Score -4.582135e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294312 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -45822768.000000 Penalty: 6337.228516
	Iteration 50Q: 3 clusters Score -4.582277e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301644 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -45823624.000000 Penalty: 6337.228516
	Iteration 51Q: 3 clusters Score -4.582362e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307876 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -45824180.000000 Penalty: 6337.228516
	Iteration 52Q: 3 clusters Score -4.582418e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313352 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -45824884.000000 Penalty: 6337.228516
	Iteration 53Q: 3 clusters Score -4.582488e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318250 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -45826032.000000 Penalty: 6337.228516
	Iteration 54Q: 3 clusters Score -4.582603e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322695 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -45827252.000000 Penalty: 6337.228516
	Iteration 55Q: 3 clusters Score -4.582725e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326707 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -45828624.000000 Penalty: 6337.228516
	Iteration 56Q: 3 clusters Score -4.582862e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330437 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -45830680.000000 Penalty: 6337.228516
	Iteration 57Q: 3 clusters Score -4.583068e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333820 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -45833164.000000 Penalty: 6337.228516
	Iteration 58Q: 3 clusters Score -4.583316e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336836 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -45834616.000000 Penalty: 6337.228516
	Iteration 59Q: 3 clusters Score -4.583462e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339564 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -45837960.000000 Penalty: 6337.228516
	Iteration 60F: 3 clusters Score -4.583796e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343965 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -45841220.000000 Penalty: 6337.228516
	Iteration 61Q: 3 clusters Score -4.584122e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346976 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -45843888.000000 Penalty: 6337.228516
	Iteration 62Q: 3 clusters Score -4.584389e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349086 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -45845092.000000 Penalty: 6337.228516
	Iteration 63Q: 3 clusters Score -4.584509e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350570 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -45845856.000000 Penalty: 6337.228516
	Iteration 64Q: 3 clusters Score -4.584586e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351565 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -45846436.000000 Penalty: 6337.228516
	Iteration 65Q: 3 clusters Score -4.584644e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352199 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -45846872.000000 Penalty: 6337.228516
	Iteration 66Q: 3 clusters Score -4.584687e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352581 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -45847080.000000 Penalty: 6337.228516
	Iteration 67Q: 3 clusters Score -4.584708e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352814 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -45847300.000000 Penalty: 6337.228516
	Iteration 68Q: 3 clusters Score -4.58473e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352984 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -45847416.000000 Penalty: 6337.228516
	Iteration 69Q: 3 clusters Score -4.584742e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353104 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -45847540.000000 Penalty: 6337.228516
	Iteration 70Q: 3 clusters Score -4.584754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353181 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45847560.000000 Penalty: 6337.228516
	Iteration 71Q: 3 clusters Score -4.584756e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353226 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -45847656.000000 Penalty: 6337.228516
	Iteration 72Q: 3 clusters Score -4.584766e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353264 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -45847716.000000 Penalty: 6337.228516
	Iteration 73Q: 3 clusters Score -4.584772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353292 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -45847720.000000 Penalty: 6337.228516
	Iteration 74Q: 3 clusters Score -4.584772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353319 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -45847760.000000 Penalty: 6337.228516
	Iteration 75Q: 3 clusters Score -4.584776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353336 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -45847772.000000 Penalty: 6337.228516
	Iteration 76Q: 3 clusters Score -4.584777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353348 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45847788.000000 Penalty: 6337.228516
	Iteration 77Q: 3 clusters Score -4.584779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353357 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45847756.000000 Penalty: 6337.228516
	Iteration 78Q: 3 clusters Score -4.584776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353366 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45847800.000000 Penalty: 6337.228516
	Iteration 79Q: 3 clusters Score -4.58478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353373 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45847792.000000 Penalty: 6337.228516
	Iteration 80F: 3 clusters Score -4.584779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353383 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -45847780.000000 Penalty: 6337.228516
	Iteration 81Q: 3 clusters Score -4.584778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45847768.000000 Penalty: 6337.228516
	Iteration 82Q: 3 clusters Score -4.584777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45847792.000000 Penalty: 6337.228516
	Iteration 83Q: 3 clusters Score -4.584779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -45847796.000000 Penalty: 6337.228516
	Iteration 84Q: 3 clusters Score -4.58478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -45847808.000000 Penalty: 6337.228516
	Iteration 85Q: 3 clusters Score -4.584781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -45847808.000000 Penalty: 6337.228516
	Iteration 86F: 3 clusters Score -4.584781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Entering Unmasked Estep 
Score: -1819057.125000 Penalty: 2374.836914
	Iteration 0F: 2 clusters Score -1819057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1808486.500000 Penalty: 4749.673828
	Iteration 0F: 3 clusters Score -1808486 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1811831.250000 Penalty: 4749.673828
	Iteration 1F: 3 clusters Score -1811831 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1812120.125000 Penalty: 4749.673828
	Iteration 2F: 3 clusters Score -1812120 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1812337.250000 Penalty: 4749.673828
	Iteration 3Q: 3 clusters Score -1812337 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1812519.500000 Penalty: 4749.673828
	Iteration 4Q: 3 clusters Score -1812520 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1812698.875000 Penalty: 4749.673828
	Iteration 5Q: 3 clusters Score -1812699 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1812881.375000 Penalty: 4749.673828
	Iteration 6Q: 3 clusters Score -1812881 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1813086.000000 Penalty: 4749.673828
	Iteration 7Q: 3 clusters Score -1813086 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1813319.125000 Penalty: 4749.673828
	Iteration 8Q: 3 clusters Score -1813319 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1813655.500000 Penalty: 4749.673828
	Iteration 9Q: 3 clusters Score -1813656 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1814097.375000 Penalty: 4749.673828
	Iteration 10Q: 3 clusters Score -1814097 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1814641.125000 Penalty: 4749.673828
	Iteration 11Q: 3 clusters Score -1814641 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1815259.000000 Penalty: 4749.673828
	Iteration 12F: 3 clusters Score -1815259 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1815900.375000 Penalty: 4749.673828
	Iteration 13Q: 3 clusters Score -1815900 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1816444.750000 Penalty: 4749.673828
	Iteration 14Q: 3 clusters Score -1816445 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1816803.000000 Penalty: 4749.673828
	Iteration 15Q: 3 clusters Score -1816803 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1817025.375000 Penalty: 4749.673828
	Iteration 16Q: 3 clusters Score -1817025 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1817180.250000 Penalty: 4749.673828
	Iteration 17Q: 3 clusters Score -1817180 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1817310.875000 Penalty: 4749.673828
	Iteration 18Q: 3 clusters Score -1817311 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1817423.000000 Penalty: 4749.673828
	Iteration 19Q: 3 clusters Score -1817423 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1817543.500000 Penalty: 4749.673828
	Iteration 20F: 3 clusters Score -1817544 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1817621.250000 Penalty: 4749.673828
	Iteration 21Q: 3 clusters Score -1817621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1817701.500000 Penalty: 4749.673828
	Iteration 22Q: 3 clusters Score -1817702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1817761.500000 Penalty: 4749.673828
	Iteration 23Q: 3 clusters Score -1817762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1817805.125000 Penalty: 4749.673828
	Iteration 24Q: 3 clusters Score -1817805 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1817846.375000 Penalty: 4749.673828
	Iteration 25Q: 3 clusters Score -1817846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1817870.875000 Penalty: 4749.673828
	Iteration 26Q: 3 clusters Score -1817871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1817889.500000 Penalty: 4749.673828
	Iteration 27Q: 3 clusters Score -1817890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1817907.250000 Penalty: 4749.673828
	Iteration 28Q: 3 clusters Score -1817907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1817924.125000 Penalty: 4749.673828
	Iteration 29Q: 3 clusters Score -1817924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1817927.125000 Penalty: 4749.673828
	Iteration 30Q: 3 clusters Score -1817927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1817936.125000 Penalty: 4749.673828
	Iteration 31Q: 3 clusters Score -1817936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1817944.500000 Penalty: 4749.673828
	Iteration 32Q: 3 clusters Score -1817944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1817943.750000 Penalty: 4749.673828
	Iteration 33Q: 3 clusters Score -1817944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1817948.375000 Penalty: 4749.673828
	Iteration 34Q: 3 clusters Score -1817948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1817952.625000 Penalty: 4749.673828
	Iteration 35Q: 3 clusters Score -1817953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1817954.375000 Penalty: 4749.673828
	Iteration 36Q: 3 clusters Score -1817954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1817950.875000 Penalty: 4749.673828
	Iteration 37Q: 3 clusters Score -1817951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1817963.875000 Penalty: 4749.673828
	Iteration 38Q: 3 clusters Score -1817964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1817960.375000 Penalty: 4749.673828
	Iteration 39Q: 3 clusters Score -1817960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1817957.000000 Penalty: 4749.673828
	Iteration 40F: 3 clusters Score -1817957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1817959.750000 Penalty: 4749.673828
	Iteration 41Q: 3 clusters Score -1817960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1817960.375000 Penalty: 4749.673828
	Iteration 42Q: 3 clusters Score -1817960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1817960.750000 Penalty: 4749.673828
	Iteration 43Q: 3 clusters Score -1817961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1817960.750000 Penalty: 4749.673828
	Iteration 44F: 3 clusters Score -1817961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -738598.312500 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -738598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -733155.812500 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -733155.8 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -734608.562500 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -734608.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -734922.562500 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -734922.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -735173.937500 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -735173.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -735401.125000 Penalty: 4346.815430
	Iteration 4F: 3 clusters Score -735401.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -735618.500000 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -735618.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -735858.687500 Penalty: 4346.815430
	Iteration 6F: 3 clusters Score -735858.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -736064.812500 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -736064.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -736252.687500 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -736252.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -736435.625000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -736435.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -736607.937500 Penalty: 4346.815430
	Iteration 10Q: 3 clusters Score -736607.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -736753.750000 Penalty: 4346.815430
	Iteration 11Q: 3 clusters Score -736753.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -736878.437500 Penalty: 4346.815430
	Iteration 12Q: 3 clusters Score -736878.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -736974.187500 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -736974.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -737058.125000 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -737058.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -737127.562500 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -737127.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -737173.937500 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -737173.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -737216.187500 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -737216.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -737246.437500 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -737246.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -737270.812500 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -737270.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -737293.125000 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -737293.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -737309.437500 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -737309.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -737321.687500 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -737321.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -737332.812500 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -737332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -737341.625000 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -737341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -737354.000000 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -737354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -737357.437500 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -737357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -737364.687500 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -737364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -737366.500000 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -737366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -737371.250000 Penalty: 4346.815430
	Iteration 29Q: 3 clusters Score -737371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -737372.187500 Penalty: 4346.815430
	Iteration 30Q: 3 clusters Score -737372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -737374.250000 Penalty: 4346.815430
	Iteration 31Q: 3 clusters Score -737374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -737375.250000 Penalty: 4346.815430
	Iteration 32Q: 3 clusters Score -737375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -737374.875000 Penalty: 4346.815430
	Iteration 33Q: 3 clusters Score -737374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -737377.875000 Penalty: 4346.815430
	Iteration 34Q: 3 clusters Score -737377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -737379.250000 Penalty: 4346.815430
	Iteration 35Q: 3 clusters Score -737379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -737379.312500 Penalty: 4346.815430
	Iteration 36Q: 3 clusters Score -737379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -737379.312500 Penalty: 4346.815430
	Iteration 37F: 3 clusters Score -737379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Entering Unmasked Estep 
Score: -5696656.000000 Penalty: 2655.566650
	Iteration 0F: 2 clusters Score -5696656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5666375.500000 Penalty: 5311.133301
	Iteration 0F: 3 clusters Score -5666376 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -5677655.500000 Penalty: 5311.133301
	Iteration 1F: 3 clusters Score -5677656 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5678214.000000 Penalty: 5311.133301
	Iteration 2Q: 3 clusters Score -5678214 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5678752.500000 Penalty: 5311.133301
	Iteration 3Q: 3 clusters Score -5678752 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5679249.000000 Penalty: 5311.133301
	Iteration 4Q: 3 clusters Score -5679249 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5679795.000000 Penalty: 5311.133301
	Iteration 5Q: 3 clusters Score -5679795 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -5680547.000000 Penalty: 5311.133301
	Iteration 6Q: 3 clusters Score -5680547 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5681594.000000 Penalty: 5311.133301
	Iteration 7Q: 3 clusters Score -5681594 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5682985.500000 Penalty: 5311.133301
	Iteration 8Q: 3 clusters Score -5682986 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -5684813.000000 Penalty: 5311.133301
	Iteration 9F: 3 clusters Score -5684813 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5686858.000000 Penalty: 5311.133301
	Iteration 10F: 3 clusters Score -5686858 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5688959.500000 Penalty: 5311.133301
	Iteration 11F: 3 clusters Score -5688960 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5690775.000000 Penalty: 5311.133301
	Iteration 12F: 3 clusters Score -5690775 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5692109.000000 Penalty: 5311.133301
	Iteration 13Q: 3 clusters Score -5692109 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5693004.500000 Penalty: 5311.133301
	Iteration 14Q: 3 clusters Score -5693004 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5693512.000000 Penalty: 5311.133301
	Iteration 15Q: 3 clusters Score -5693512 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5693818.000000 Penalty: 5311.133301
	Iteration 16Q: 3 clusters Score -5693818 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5694021.500000 Penalty: 5311.133301
	Iteration 17Q: 3 clusters Score -5694022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5694113.000000 Penalty: 5311.133301
	Iteration 18Q: 3 clusters Score -5694113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5694162.500000 Penalty: 5311.133301
	Iteration 19Q: 3 clusters Score -5694162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5694212.000000 Penalty: 5311.133301
	Iteration 20F: 3 clusters Score -5694212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5694244.000000 Penalty: 5311.133301
	Iteration 21Q: 3 clusters Score -5694244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5694261.000000 Penalty: 5311.133301
	Iteration 22Q: 3 clusters Score -5694261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5694285.000000 Penalty: 5311.133301
	Iteration 23Q: 3 clusters Score -5694285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5694301.000000 Penalty: 5311.133301
	Iteration 24Q: 3 clusters Score -5694301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5694312.500000 Penalty: 5311.133301
	Iteration 25Q: 3 clusters Score -5694312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5694325.500000 Penalty: 5311.133301
	Iteration 26Q: 3 clusters Score -5694326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5694326.000000 Penalty: 5311.133301
	Iteration 27Q: 3 clusters Score -5694326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5694326.500000 Penalty: 5311.133301
	Iteration 28Q: 3 clusters Score -5694326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5694337.500000 Penalty: 5311.133301
	Iteration 29Q: 3 clusters Score -5694338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5694340.500000 Penalty: 5311.133301
	Iteration 30Q: 3 clusters Score -5694340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5694354.000000 Penalty: 5311.133301
	Iteration 31Q: 3 clusters Score -5694354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5694355.000000 Penalty: 5311.133301
	Iteration 32Q: 3 clusters Score -5694355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5694349.000000 Penalty: 5311.133301
	Iteration 33Q: 3 clusters Score -5694349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5694355.500000 Penalty: 5311.133301
	Iteration 34Q: 3 clusters Score -5694356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5694357.000000 Penalty: 5311.133301
	Iteration 35Q: 3 clusters Score -5694357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5694355.500000 Penalty: 5311.133301
	Iteration 36Q: 3 clusters Score -5694356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5694360.000000 Penalty: 5311.133301
	Iteration 37Q: 3 clusters Score -5694360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5694360.000000 Penalty: 5311.133301
	Iteration 38F: 3 clusters Score -5694360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -887455.687500 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -887455.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -881722.312500 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -881722.3 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -883153.812500 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -883153.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -883406.375000 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -883406.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -883567.125000 Penalty: 4391.417969
	Iteration 3Q: 3 clusters Score -883567.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -883712.625000 Penalty: 4391.417969
	Iteration 4Q: 3 clusters Score -883712.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -883837.562500 Penalty: 4391.417969
	Iteration 5Q: 3 clusters Score -883837.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -883944.000000 Penalty: 4391.417969
	Iteration 6Q: 3 clusters Score -883944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -884069.562500 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -884069.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -884178.312500 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -884178.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -884278.875000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -884278.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -884370.312500 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -884370.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -884471.562500 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -884471.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -884560.625000 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -884560.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -884665.125000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -884665.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -884787.750000 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -884787.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -884944.250000 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -884944.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -885142.375000 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -885142.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -885444.312500 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -885444.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -885727.687500 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -885727.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -885933.562500 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -885933.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -886052.750000 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -886052.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -886133.875000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -886133.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -886187.937500 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -886187.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -886254.250000 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -886254.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -886322.437500 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -886322.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -886398.375000 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -886398.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -886486.812500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -886486.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -886571.312500 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -886571.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -886650.375000 Penalty: 4391.417969
	Iteration 28Q: 3 clusters Score -886650.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -886720.687500 Penalty: 4391.417969
	Iteration 29Q: 3 clusters Score -886720.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -886771.750000 Penalty: 4391.417969
	Iteration 30Q: 3 clusters Score -886771.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -886816.125000 Penalty: 4391.417969
	Iteration 31Q: 3 clusters Score -886816.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -886849.687500 Penalty: 4391.417969
	Iteration 32Q: 3 clusters Score -886849.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -886875.812500 Penalty: 4391.417969
	Iteration 33Q: 3 clusters Score -886875.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -886904.562500 Penalty: 4391.417969
	Iteration 34Q: 3 clusters Score -886904.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -886919.687500 Penalty: 4391.417969
	Iteration 35Q: 3 clusters Score -886919.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -886930.875000 Penalty: 4391.417969
	Iteration 36Q: 3 clusters Score -886930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -886939.437500 Penalty: 4391.417969
	Iteration 37Q: 3 clusters Score -886939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -886942.750000 Penalty: 4391.417969
	Iteration 38Q: 3 clusters Score -886942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -886944.812500 Penalty: 4391.417969
	Iteration 39Q: 3 clusters Score -886944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -886947.812500 Penalty: 4391.417969
	Iteration 40F: 3 clusters Score -886947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -886950.562500 Penalty: 4391.417969
	Iteration 41Q: 3 clusters Score -886950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -886952.187500 Penalty: 4391.417969
	Iteration 42Q: 3 clusters Score -886952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -886956.187500 Penalty: 4391.417969
	Iteration 43Q: 3 clusters Score -886956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -886958.125000 Penalty: 4391.417969
	Iteration 44Q: 3 clusters Score -886958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -886956.312500 Penalty: 4391.417969
	Iteration 45Q: 3 clusters Score -886956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -886959.437500 Penalty: 4391.417969
	Iteration 46Q: 3 clusters Score -886959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -886958.750000 Penalty: 4391.417969
	Iteration 47Q: 3 clusters Score -886958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -886958.750000 Penalty: 4391.417969
	Iteration 48F: 3 clusters Score -886958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Entering Unmasked Estep 
Score: -1242982.250000 Penalty: 2298.263916
	Iteration 0F: 2 clusters Score -1242982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1234915.500000 Penalty: 4596.527832
	Iteration 0F: 3 clusters Score -1234916 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1237359.000000 Penalty: 4596.527832
	Iteration 1F: 3 clusters Score -1237359 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1237745.750000 Penalty: 4596.527832
	Iteration 2F: 3 clusters Score -1237746 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1238103.000000 Penalty: 4596.527832
	Iteration 3F: 3 clusters Score -1238103 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1238419.000000 Penalty: 4596.527832
	Iteration 4F: 3 clusters Score -1238419 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1238725.500000 Penalty: 4596.527832
	Iteration 5Q: 3 clusters Score -1238726 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1239040.375000 Penalty: 4596.527832
	Iteration 6Q: 3 clusters Score -1239040 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1239327.375000 Penalty: 4596.527832
	Iteration 7Q: 3 clusters Score -1239327 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1239545.625000 Penalty: 4596.527832
	Iteration 8Q: 3 clusters Score -1239546 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1239723.125000 Penalty: 4596.527832
	Iteration 9Q: 3 clusters Score -1239723 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1239894.125000 Penalty: 4596.527832
	Iteration 10Q: 3 clusters Score -1239894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1240061.500000 Penalty: 4596.527832
	Iteration 11Q: 3 clusters Score -1240062 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1240236.875000 Penalty: 4596.527832
	Iteration 12Q: 3 clusters Score -1240237 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1240410.875000 Penalty: 4596.527832
	Iteration 13Q: 3 clusters Score -1240411 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1240573.250000 Penalty: 4596.527832
	Iteration 14Q: 3 clusters Score -1240573 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1240720.250000 Penalty: 4596.527832
	Iteration 15Q: 3 clusters Score -1240720 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1240852.625000 Penalty: 4596.527832
	Iteration 16Q: 3 clusters Score -1240853 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1241019.125000 Penalty: 4596.527832
	Iteration 17Q: 3 clusters Score -1241019 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1241200.375000 Penalty: 4596.527832
	Iteration 18Q: 3 clusters Score -1241200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1241360.000000 Penalty: 4596.527832
	Iteration 19Q: 3 clusters Score -1241360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1241479.000000 Penalty: 4596.527832
	Iteration 20F: 3 clusters Score -1241479 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1241552.750000 Penalty: 4596.527832
	Iteration 21Q: 3 clusters Score -1241553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1241598.500000 Penalty: 4596.527832
	Iteration 22Q: 3 clusters Score -1241598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1241636.000000 Penalty: 4596.527832
	Iteration 23Q: 3 clusters Score -1241636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1241670.625000 Penalty: 4596.527832
	Iteration 24Q: 3 clusters Score -1241671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1241699.625000 Penalty: 4596.527832
	Iteration 25Q: 3 clusters Score -1241700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1241712.625000 Penalty: 4596.527832
	Iteration 26Q: 3 clusters Score -1241713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1241719.375000 Penalty: 4596.527832
	Iteration 27Q: 3 clusters Score -1241719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1241726.375000 Penalty: 4596.527832
	Iteration 28Q: 3 clusters Score -1241726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1241733.125000 Penalty: 4596.527832
	Iteration 29Q: 3 clusters Score -1241733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1241741.375000 Penalty: 4596.527832
	Iteration 30Q: 3 clusters Score -1241741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1241742.625000 Penalty: 4596.527832
	Iteration 31Q: 3 clusters Score -1241743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1241751.125000 Penalty: 4596.527832
	Iteration 32Q: 3 clusters Score -1241751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1241758.000000 Penalty: 4596.527832
	Iteration 33Q: 3 clusters Score -1241758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1241767.875000 Penalty: 4596.527832
	Iteration 34Q: 3 clusters Score -1241768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1241772.250000 Penalty: 4596.527832
	Iteration 35Q: 3 clusters Score -1241772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1241778.375000 Penalty: 4596.527832
	Iteration 36Q: 3 clusters Score -1241778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1241785.250000 Penalty: 4596.527832
	Iteration 37Q: 3 clusters Score -1241785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1241791.000000 Penalty: 4596.527832
	Iteration 38Q: 3 clusters Score -1241791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1241792.625000 Penalty: 4596.527832
	Iteration 39Q: 3 clusters Score -1241793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1241799.875000 Penalty: 4596.527832
	Iteration 40F: 3 clusters Score -1241800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1241807.375000 Penalty: 4596.527832
	Iteration 41Q: 3 clusters Score -1241807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1241809.750000 Penalty: 4596.527832
	Iteration 42Q: 3 clusters Score -1241810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1241818.375000 Penalty: 4596.527832
	Iteration 43Q: 3 clusters Score -1241818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1241822.625000 Penalty: 4596.527832
	Iteration 44Q: 3 clusters Score -1241823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1241831.375000 Penalty: 4596.527832
	Iteration 45Q: 3 clusters Score -1241831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1241845.750000 Penalty: 4596.527832
	Iteration 46Q: 3 clusters Score -1241846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1241855.000000 Penalty: 4596.527832
	Iteration 47Q: 3 clusters Score -1241855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1241860.750000 Penalty: 4596.527832
	Iteration 48Q: 3 clusters Score -1241861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1241869.000000 Penalty: 4596.527832
	Iteration 49Q: 3 clusters Score -1241869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1241870.250000 Penalty: 4596.527832
	Iteration 50Q: 3 clusters Score -1241870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1241869.875000 Penalty: 4596.527832
	Iteration 51Q: 3 clusters Score -1241870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1241870.750000 Penalty: 4596.527832
	Iteration 52Q: 3 clusters Score -1241871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1241871.875000 Penalty: 4596.527832
	Iteration 53Q: 3 clusters Score -1241872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1241875.250000 Penalty: 4596.527832
	Iteration 54Q: 3 clusters Score -1241875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1241874.750000 Penalty: 4596.527832
	Iteration 55Q: 3 clusters Score -1241875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1241874.000000 Penalty: 4596.527832
	Iteration 56Q: 3 clusters Score -1241874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1241874.000000 Penalty: 4596.527832
	Iteration 57F: 3 clusters Score -1241874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -440194.500000 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -440194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -436297.125000 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -436297.1 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -437326.281250 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -437326.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -437663.406250 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -437663.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -437912.281250 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -437912.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -438088.750000 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -438088.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -438198.437500 Penalty: 4117.308594
	Iteration 5Q: 3 clusters Score -438198.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -438282.125000 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -438282.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -438346.656250 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -438346.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -438392.406250 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -438392.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -438433.500000 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -438433.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -438464.343750 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -438464.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -438488.718750 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -438488.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -438508.500000 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -438508.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -438526.906250 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -438526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -438541.031250 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -438541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -438546.281250 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -438546.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -438551.156250 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -438551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -438555.250000 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -438555.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -438562.750000 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -438562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -438567.562500 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -438567.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -438573.187500 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -438573.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -438580.375000 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -438580.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -438585.156250 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -438585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -438590.031250 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -438590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -438594.937500 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -438594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -438598.843750 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -438598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -438604.781250 Penalty: 4117.308594
	Iteration 26Q: 3 clusters Score -438604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -438610.812500 Penalty: 4117.308594
	Iteration 27Q: 3 clusters Score -438610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -438615.468750 Penalty: 4117.308594
	Iteration 28Q: 3 clusters Score -438615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -438620.812500 Penalty: 4117.308594
	Iteration 29Q: 3 clusters Score -438620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -438622.406250 Penalty: 4117.308594
	Iteration 30Q: 3 clusters Score -438622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -438625.906250 Penalty: 4117.308594
	Iteration 31Q: 3 clusters Score -438625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -438628.375000 Penalty: 4117.308594
	Iteration 32Q: 3 clusters Score -438628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -438628.687500 Penalty: 4117.308594
	Iteration 33Q: 3 clusters Score -438628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -438630.187500 Penalty: 4117.308594
	Iteration 34Q: 3 clusters Score -438630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -438631.062500 Penalty: 4117.308594
	Iteration 35Q: 3 clusters Score -438631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -438631.968750 Penalty: 4117.308594
	Iteration 36Q: 3 clusters Score -438632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -438634.031250 Penalty: 4117.308594
	Iteration 37Q: 3 clusters Score -438634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -438635.406250 Penalty: 4117.308594
	Iteration 38Q: 3 clusters Score -438635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438637.250000 Penalty: 4117.308594
	Iteration 39Q: 3 clusters Score -438637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438638.187500 Penalty: 4117.308594
	Iteration 40F: 3 clusters Score -438638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438637.937500 Penalty: 4117.308594
	Iteration 41Q: 3 clusters Score -438637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438637.937500 Penalty: 4117.308594
	Iteration 42F: 3 clusters Score -438637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Entering Unmasked Estep 
Score: -6605473.000000 Penalty: 2707.882568
	Iteration 0F: 2 clusters Score -6605473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -6568375.500000 Penalty: 5415.765137
	Iteration 0F: 3 clusters Score -6568376 nChanged 25655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -6582894.500000 Penalty: 5415.765137
	Iteration 1F: 3 clusters Score -6582894 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6583753.000000 Penalty: 5415.765137
	Iteration 2Q: 3 clusters Score -6583753 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6584762.000000 Penalty: 5415.765137
	Iteration 3Q: 3 clusters Score -6584762 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -6585973.500000 Penalty: 5415.765137
	Iteration 4Q: 3 clusters Score -6585974 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6587542.000000 Penalty: 5415.765137
	Iteration 5F: 3 clusters Score -6587542 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -6589868.000000 Penalty: 5415.765137
	Iteration 6F: 3 clusters Score -6589868 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -6592765.500000 Penalty: 5415.765137
	Iteration 7F: 3 clusters Score -6592766 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6596098.000000 Penalty: 5415.765137
	Iteration 8F: 3 clusters Score -6596098 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6598906.500000 Penalty: 5415.765137
	Iteration 9F: 3 clusters Score -6598906 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6600858.000000 Penalty: 5415.765137
	Iteration 10Q: 3 clusters Score -6600858 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -6601967.500000 Penalty: 5415.765137
	Iteration 11Q: 3 clusters Score -6601968 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6602642.000000 Penalty: 5415.765137
	Iteration 12Q: 3 clusters Score -6602642 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -6602981.000000 Penalty: 5415.765137
	Iteration 13Q: 3 clusters Score -6602981 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6603166.000000 Penalty: 5415.765137
	Iteration 14Q: 3 clusters Score -6603166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -6603291.000000 Penalty: 5415.765137
	Iteration 15Q: 3 clusters Score -6603291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6603353.000000 Penalty: 5415.765137
	Iteration 16Q: 3 clusters Score -6603353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -6603404.000000 Penalty: 5415.765137
	Iteration 17Q: 3 clusters Score -6603404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6603441.500000 Penalty: 5415.765137
	Iteration 18Q: 3 clusters Score -6603442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -6603484.000000 Penalty: 5415.765137
	Iteration 19Q: 3 clusters Score -6603484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -6603505.500000 Penalty: 5415.765137
	Iteration 20F: 3 clusters Score -6603506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6603514.500000 Penalty: 5415.765137
	Iteration 21Q: 3 clusters Score -6603514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6603535.500000 Penalty: 5415.765137
	Iteration 22Q: 3 clusters Score -6603536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6603546.500000 Penalty: 5415.765137
	Iteration 23Q: 3 clusters Score -6603546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -6603550.500000 Penalty: 5415.765137
	Iteration 24Q: 3 clusters Score -6603550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -6603556.500000 Penalty: 5415.765137
	Iteration 25Q: 3 clusters Score -6603556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6603559.500000 Penalty: 5415.765137
	Iteration 26Q: 3 clusters Score -6603560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6603568.000000 Penalty: 5415.765137
	Iteration 27Q: 3 clusters Score -6603568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6603570.500000 Penalty: 5415.765137
	Iteration 28Q: 3 clusters Score -6603570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6603584.000000 Penalty: 5415.765137
	Iteration 29Q: 3 clusters Score -6603584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -6603588.000000 Penalty: 5415.765137
	Iteration 30Q: 3 clusters Score -6603588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6603589.000000 Penalty: 5415.765137
	Iteration 31Q: 3 clusters Score -6603589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6603587.500000 Penalty: 5415.765137
	Iteration 32Q: 3 clusters Score -6603588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6603592.000000 Penalty: 5415.765137
	Iteration 33Q: 3 clusters Score -6603592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6603590.000000 Penalty: 5415.765137
	Iteration 34Q: 3 clusters Score -6603590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6603591.000000 Penalty: 5415.765137
	Iteration 35Q: 3 clusters Score -6603591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6603591.000000 Penalty: 5415.765137
	Iteration 36F: 3 clusters Score -6603591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -596599.000000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -596599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -592174.437500 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -592174.4 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -593318.125000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -593318.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -593628.562500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -593628.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -593909.812500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -593909.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -594174.437500 Penalty: 4203.556152
	Iteration 4F: 3 clusters Score -594174.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -594471.000000 Penalty: 4203.556152
	Iteration 5F: 3 clusters Score -594471 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -594746.250000 Penalty: 4203.556152
	Iteration 6F: 3 clusters Score -594746.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -594944.875000 Penalty: 4203.556152
	Iteration 7F: 3 clusters Score -594944.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -595113.750000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -595113.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -595231.937500 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -595231.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -595302.250000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -595302.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -595346.000000 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -595346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -595376.187500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -595376.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -595395.812500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -595395.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -595407.375000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -595407.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -595417.000000 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -595417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -595425.187500 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -595425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -595434.062500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -595434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -595437.562500 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -595437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -595440.875000 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -595440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -595446.250000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -595446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -595450.875000 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -595450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -595451.562500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -595451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -595455.250000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -595455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -595461.375000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -595461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -595464.250000 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -595464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -595465.500000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -595465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -595468.250000 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -595468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -595470.437500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -595470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -595470.375000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -595470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -595473.500000 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -595473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -595473.375000 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -595473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -595475.437500 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -595475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -595480.375000 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -595480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -595482.812500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -595482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -595484.500000 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -595484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -595485.250000 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -595485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -595485.812500 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -595485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -595485.812500 Penalty: 4203.556152
	Iteration 38F: 3 clusters Score -595485.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -25601.285156 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -25601.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24402.050781 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -24402.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24546.554688 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -24546.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24634.681641 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -24634.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24673.617188 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -24673.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24690.203125 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -24690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24706.419922 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -24706.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24737.064453 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -24737.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24743.662109 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -24743.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24743.662109 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -24743.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Entering Unmasked Estep 
Score: -6280335.000000 Penalty: 2672.181885
	Iteration 0F: 2 clusters Score -6280335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6248193.500000 Penalty: 5344.363770
	Iteration 0F: 3 clusters Score -6248194 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6260975.500000 Penalty: 5344.363770
	Iteration 1F: 3 clusters Score -6260976 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6261982.000000 Penalty: 5344.363770
	Iteration 2F: 3 clusters Score -6261982 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6263531.000000 Penalty: 5344.363770
	Iteration 3F: 3 clusters Score -6263531 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6265867.000000 Penalty: 5344.363770
	Iteration 4F: 3 clusters Score -6265867 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -6269117.000000 Penalty: 5344.363770
	Iteration 5F: 3 clusters Score -6269117 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -6272621.000000 Penalty: 5344.363770
	Iteration 6F: 3 clusters Score -6272621 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6275532.500000 Penalty: 5344.363770
	Iteration 7F: 3 clusters Score -6275532 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -6277200.500000 Penalty: 5344.363770
	Iteration 8Q: 3 clusters Score -6277200 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -6277839.000000 Penalty: 5344.363770
	Iteration 9Q: 3 clusters Score -6277839 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6278078.000000 Penalty: 5344.363770
	Iteration 10Q: 3 clusters Score -6278078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6278184.500000 Penalty: 5344.363770
	Iteration 11Q: 3 clusters Score -6278184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6278230.000000 Penalty: 5344.363770
	Iteration 12Q: 3 clusters Score -6278230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6278289.000000 Penalty: 5344.363770
	Iteration 13Q: 3 clusters Score -6278289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6278317.500000 Penalty: 5344.363770
	Iteration 14Q: 3 clusters Score -6278318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6278342.000000 Penalty: 5344.363770
	Iteration 15Q: 3 clusters Score -6278342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6278365.000000 Penalty: 5344.363770
	Iteration 16Q: 3 clusters Score -6278365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6278382.500000 Penalty: 5344.363770
	Iteration 17Q: 3 clusters Score -6278382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6278394.000000 Penalty: 5344.363770
	Iteration 18Q: 3 clusters Score -6278394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6278408.500000 Penalty: 5344.363770
	Iteration 19Q: 3 clusters Score -6278408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6278419.500000 Penalty: 5344.363770
	Iteration 20F: 3 clusters Score -6278420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6278425.500000 Penalty: 5344.363770
	Iteration 21Q: 3 clusters Score -6278426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6278428.500000 Penalty: 5344.363770
	Iteration 22Q: 3 clusters Score -6278428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6278434.500000 Penalty: 5344.363770
	Iteration 23Q: 3 clusters Score -6278434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6278438.500000 Penalty: 5344.363770
	Iteration 24Q: 3 clusters Score -6278438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6278434.500000 Penalty: 5344.363770
	Iteration 25Q: 3 clusters Score -6278434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6278436.500000 Penalty: 5344.363770
	Iteration 26Q: 3 clusters Score -6278436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6278440.500000 Penalty: 5344.363770
	Iteration 27Q: 3 clusters Score -6278440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6278440.500000 Penalty: 5344.363770
	Iteration 28Q: 3 clusters Score -6278440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6278440.500000 Penalty: 5344.363770
	Iteration 29F: 3 clusters Score -6278440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Entering Unmasked Estep 
Score: -1918903.625000 Penalty: 2387.579834
	Iteration 0F: 2 clusters Score -1918904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1907876.125000 Penalty: 4775.159668
	Iteration 0F: 3 clusters Score -1907876 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1911456.500000 Penalty: 4775.159668
	Iteration 1F: 3 clusters Score -1911456 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1911915.125000 Penalty: 4775.159668
	Iteration 2F: 3 clusters Score -1911915 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1912364.125000 Penalty: 4775.159668
	Iteration 3F: 3 clusters Score -1912364 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1912864.875000 Penalty: 4775.159668
	Iteration 4F: 3 clusters Score -1912865 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1913412.500000 Penalty: 4775.159668
	Iteration 5F: 3 clusters Score -1913412 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1913951.125000 Penalty: 4775.159668
	Iteration 6F: 3 clusters Score -1913951 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1914405.875000 Penalty: 4775.159668
	Iteration 7Q: 3 clusters Score -1914406 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1914817.375000 Penalty: 4775.159668
	Iteration 8Q: 3 clusters Score -1914817 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1915209.000000 Penalty: 4775.159668
	Iteration 9Q: 3 clusters Score -1915209 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1915544.000000 Penalty: 4775.159668
	Iteration 10Q: 3 clusters Score -1915544 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1915845.125000 Penalty: 4775.159668
	Iteration 11Q: 3 clusters Score -1915845 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1916204.500000 Penalty: 4775.159668
	Iteration 12Q: 3 clusters Score -1916204 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1916649.125000 Penalty: 4775.159668
	Iteration 13Q: 3 clusters Score -1916649 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1917110.375000 Penalty: 4775.159668
	Iteration 14Q: 3 clusters Score -1917110 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1917370.250000 Penalty: 4775.159668
	Iteration 15Q: 3 clusters Score -1917370 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1917504.875000 Penalty: 4775.159668
	Iteration 16Q: 3 clusters Score -1917505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1917555.125000 Penalty: 4775.159668
	Iteration 17Q: 3 clusters Score -1917555 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1917594.625000 Penalty: 4775.159668
	Iteration 18Q: 3 clusters Score -1917595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1917618.750000 Penalty: 4775.159668
	Iteration 19Q: 3 clusters Score -1917619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1917628.500000 Penalty: 4775.159668
	Iteration 20F: 3 clusters Score -1917628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1917633.625000 Penalty: 4775.159668
	Iteration 21Q: 3 clusters Score -1917634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1917631.500000 Penalty: 4775.159668
	Iteration 22Q: 3 clusters Score -1917632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1917642.500000 Penalty: 4775.159668
	Iteration 23Q: 3 clusters Score -1917642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1917644.250000 Penalty: 4775.159668
	Iteration 24Q: 3 clusters Score -1917644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1917648.000000 Penalty: 4775.159668
	Iteration 25Q: 3 clusters Score -1917648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1917649.250000 Penalty: 4775.159668
	Iteration 26Q: 3 clusters Score -1917649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1917651.375000 Penalty: 4775.159668
	Iteration 27Q: 3 clusters Score -1917651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1917647.750000 Penalty: 4775.159668
	Iteration 28Q: 3 clusters Score -1917648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1917654.000000 Penalty: 4775.159668
	Iteration 29Q: 3 clusters Score -1917654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1917655.875000 Penalty: 4775.159668
	Iteration 30Q: 3 clusters Score -1917656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1917656.750000 Penalty: 4775.159668
	Iteration 31Q: 3 clusters Score -1917657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1917656.250000 Penalty: 4775.159668
	Iteration 32Q: 3 clusters Score -1917656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1917656.375000 Penalty: 4775.159668
	Iteration 33Q: 3 clusters Score -1917656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1917658.125000 Penalty: 4775.159668
	Iteration 34Q: 3 clusters Score -1917658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1917659.750000 Penalty: 4775.159668
	Iteration 35Q: 3 clusters Score -1917660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1917661.875000 Penalty: 4775.159668
	Iteration 36Q: 3 clusters Score -1917662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1917663.000000 Penalty: 4775.159668
	Iteration 37Q: 3 clusters Score -1917663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1917664.875000 Penalty: 4775.159668
	Iteration 38Q: 3 clusters Score -1917665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1917665.125000 Penalty: 4775.159668
	Iteration 39Q: 3 clusters Score -1917665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1917665.125000 Penalty: 4775.159668
	Iteration 40F: 3 clusters Score -1917665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Entering Unmasked Estep 
Score: -5729080.000000 Penalty: 2649.360352
	Iteration 0F: 2 clusters Score -5729080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5699563.000000 Penalty: 5298.720703
	Iteration 0F: 3 clusters Score -5699563 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5710751.000000 Penalty: 5298.720703
	Iteration 1F: 3 clusters Score -5710751 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -5711366.500000 Penalty: 5298.720703
	Iteration 2Q: 3 clusters Score -5711366 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5712033.000000 Penalty: 5298.720703
	Iteration 3Q: 3 clusters Score -5712033 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5712822.500000 Penalty: 5298.720703
	Iteration 4Q: 3 clusters Score -5712822 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -5713875.500000 Penalty: 5298.720703
	Iteration 5Q: 3 clusters Score -5713876 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -5715435.500000 Penalty: 5298.720703
	Iteration 6F: 3 clusters Score -5715436 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -5717521.500000 Penalty: 5298.720703
	Iteration 7F: 3 clusters Score -5717522 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5720048.500000 Penalty: 5298.720703
	Iteration 8F: 3 clusters Score -5720048 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5722445.000000 Penalty: 5298.720703
	Iteration 9F: 3 clusters Score -5722445 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5724209.500000 Penalty: 5298.720703
	Iteration 10Q: 3 clusters Score -5724210 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5725328.500000 Penalty: 5298.720703
	Iteration 11Q: 3 clusters Score -5725328 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5725914.500000 Penalty: 5298.720703
	Iteration 12Q: 3 clusters Score -5725914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5726209.000000 Penalty: 5298.720703
	Iteration 13Q: 3 clusters Score -5726209 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5726362.500000 Penalty: 5298.720703
	Iteration 14Q: 3 clusters Score -5726362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5726467.000000 Penalty: 5298.720703
	Iteration 15Q: 3 clusters Score -5726467 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -5726534.500000 Penalty: 5298.720703
	Iteration 16Q: 3 clusters Score -5726534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5726595.500000 Penalty: 5298.720703
	Iteration 17Q: 3 clusters Score -5726596 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5726622.000000 Penalty: 5298.720703
	Iteration 18Q: 3 clusters Score -5726622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5726665.500000 Penalty: 5298.720703
	Iteration 19Q: 3 clusters Score -5726666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5726701.500000 Penalty: 5298.720703
	Iteration 20F: 3 clusters Score -5726702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5726720.500000 Penalty: 5298.720703
	Iteration 21Q: 3 clusters Score -5726720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5726740.000000 Penalty: 5298.720703
	Iteration 22Q: 3 clusters Score -5726740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5726752.000000 Penalty: 5298.720703
	Iteration 23Q: 3 clusters Score -5726752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5726757.500000 Penalty: 5298.720703
	Iteration 24Q: 3 clusters Score -5726758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5726768.500000 Penalty: 5298.720703
	Iteration 25Q: 3 clusters Score -5726768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5726784.500000 Penalty: 5298.720703
	Iteration 26Q: 3 clusters Score -5726784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -5726796.000000 Penalty: 5298.720703
	Iteration 27Q: 3 clusters Score -5726796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5726791.500000 Penalty: 5298.720703
	Iteration 28Q: 3 clusters Score -5726792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5726819.500000 Penalty: 5298.720703
	Iteration 29Q: 3 clusters Score -5726820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5726824.000000 Penalty: 5298.720703
	Iteration 30Q: 3 clusters Score -5726824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5726808.000000 Penalty: 5298.720703
	Iteration 31Q: 3 clusters Score -5726808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5726810.000000 Penalty: 5298.720703
	Iteration 32Q: 3 clusters Score -5726810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5726824.500000 Penalty: 5298.720703
	Iteration 33Q: 3 clusters Score -5726824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5726825.500000 Penalty: 5298.720703
	Iteration 34Q: 3 clusters Score -5726826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5726828.000000 Penalty: 5298.720703
	Iteration 35Q: 3 clusters Score -5726828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5726834.500000 Penalty: 5298.720703
	Iteration 36Q: 3 clusters Score -5726834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5726824.000000 Penalty: 5298.720703
	Iteration 37Q: 3 clusters Score -5726824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -5726826.500000 Penalty: 5298.720703
	Iteration 38Q: 3 clusters Score -5726826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5726821.000000 Penalty: 5298.720703
	Iteration 39Q: 3 clusters Score -5726821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -5726825.500000 Penalty: 5298.720703
	Iteration 40F: 3 clusters Score -5726826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5726827.500000 Penalty: 5298.720703
	Iteration 41Q: 3 clusters Score -5726828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5726828.000000 Penalty: 5298.720703
	Iteration 42Q: 3 clusters Score -5726828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5726826.500000 Penalty: 5298.720703
	Iteration 43Q: 3 clusters Score -5726826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5726826.500000 Penalty: 5298.720703
	Iteration 44F: 3 clusters Score -5726826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -101283.632812 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -101283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99461.234375 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -99461.23 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100094.945312 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -100094.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100684.468750 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -100684.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101024.414062 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -101024.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101193.156250 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -101193.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101261.835938 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -101261.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101288.648438 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -101288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101304.890625 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -101304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101322.000000 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -101322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101337.093750 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -101337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101347.039062 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -101347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101374.890625 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -101374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101385.539062 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -101385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101389.234375 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -101389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101399.039062 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -101399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101415.992188 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -101416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101469.101562 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -101469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101520.250000 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -101520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101571.406250 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -101571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101594.609375 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -101594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101609.796875 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -101609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101617.007812 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -101617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101622.546875 Penalty: 3369.002930
	Iteration 22Q: 3 clusters Score -101622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101624.640625 Penalty: 3369.002930
	Iteration 23Q: 3 clusters Score -101624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101624.640625 Penalty: 3369.002930
	Iteration 24F: 3 clusters Score -101624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 516 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 631 members 
Mstep: Class 35 contains 375 members 
Entering Unmasked Estep 
Score: -104951784.000000 Penalty: 118401.421875
Splitting cluster 25 changes total score from -104952920.000000 to -104951784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -579870.312500 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -579870.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -575109.500000 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -575109.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -576623.250000 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -576623.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -577159.812500 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -577159.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -577577.625000 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -577577.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -577860.312500 Penalty: 4265.630859
	Iteration 4F: 3 clusters Score -577860.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -578054.937500 Penalty: 4265.630859
	Iteration 5Q: 3 clusters Score -578054.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -578201.562500 Penalty: 4265.630859
	Iteration 6Q: 3 clusters Score -578201.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -578320.875000 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -578320.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -578441.875000 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -578441.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -578547.187500 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -578547.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -578624.562500 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -578624.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -578665.187500 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -578665.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -578692.500000 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -578692.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -578719.125000 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -578719.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -578740.437500 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -578740.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -578754.312500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -578754.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -578771.000000 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -578771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -578781.125000 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -578781.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -578789.000000 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -578789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -578799.750000 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -578799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -578805.875000 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -578805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -578813.562500 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -578813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -578818.750000 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -578818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -578825.187500 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -578825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -578829.062500 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -578829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -578836.125000 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -578836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -578841.187500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -578841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -578842.375000 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -578842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -578845.875000 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -578845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -578848.437500 Penalty: 4265.630859
	Iteration 29Q: 3 clusters Score -578848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -578848.625000 Penalty: 4265.630859
	Iteration 30Q: 3 clusters Score -578848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -578849.250000 Penalty: 4265.630859
	Iteration 31Q: 3 clusters Score -578849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -578849.250000 Penalty: 4265.630859
	Iteration 32Q: 3 clusters Score -578849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -578850.562500 Penalty: 4265.630859
	Iteration 33Q: 3 clusters Score -578850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -578851.125000 Penalty: 4265.630859
	Iteration 34Q: 3 clusters Score -578851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -578851.125000 Penalty: 4265.630859
	Iteration 35F: 3 clusters Score -578851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1743748.500000 Penalty: 2393.139404
	Iteration 0F: 2 clusters Score -1743748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1732459.625000 Penalty: 4786.278809
	Iteration 0F: 3 clusters Score -1732460 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1736244.500000 Penalty: 4786.278809
	Iteration 1F: 3 clusters Score -1736244 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1736791.875000 Penalty: 4786.278809
	Iteration 2F: 3 clusters Score -1736792 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1737307.875000 Penalty: 4786.278809
	Iteration 3F: 3 clusters Score -1737308 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1737771.625000 Penalty: 4786.278809
	Iteration 4F: 3 clusters Score -1737772 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1738236.250000 Penalty: 4786.278809
	Iteration 5F: 3 clusters Score -1738236 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1738764.875000 Penalty: 4786.278809
	Iteration 6F: 3 clusters Score -1738765 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1739270.250000 Penalty: 4786.278809
	Iteration 7F: 3 clusters Score -1739270 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1739726.000000 Penalty: 4786.278809
	Iteration 8Q: 3 clusters Score -1739726 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1740150.125000 Penalty: 4786.278809
	Iteration 9Q: 3 clusters Score -1740150 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1740489.125000 Penalty: 4786.278809
	Iteration 10Q: 3 clusters Score -1740489 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1740730.375000 Penalty: 4786.278809
	Iteration 11Q: 3 clusters Score -1740730 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1740942.125000 Penalty: 4786.278809
	Iteration 12Q: 3 clusters Score -1740942 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1741131.875000 Penalty: 4786.278809
	Iteration 13Q: 3 clusters Score -1741132 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1741340.875000 Penalty: 4786.278809
	Iteration 14Q: 3 clusters Score -1741341 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1741531.750000 Penalty: 4786.278809
	Iteration 15Q: 3 clusters Score -1741532 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1741708.625000 Penalty: 4786.278809
	Iteration 16Q: 3 clusters Score -1741709 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1741853.375000 Penalty: 4786.278809
	Iteration 17Q: 3 clusters Score -1741853 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1741978.875000 Penalty: 4786.278809
	Iteration 18Q: 3 clusters Score -1741979 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1742091.500000 Penalty: 4786.278809
	Iteration 19Q: 3 clusters Score -1742092 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1742195.375000 Penalty: 4786.278809
	Iteration 20F: 3 clusters Score -1742195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1742257.750000 Penalty: 4786.278809
	Iteration 21Q: 3 clusters Score -1742258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1742298.125000 Penalty: 4786.278809
	Iteration 22Q: 3 clusters Score -1742298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1742337.375000 Penalty: 4786.278809
	Iteration 23Q: 3 clusters Score -1742337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1742355.750000 Penalty: 4786.278809
	Iteration 24Q: 3 clusters Score -1742356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1742372.375000 Penalty: 4786.278809
	Iteration 25Q: 3 clusters Score -1742372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1742384.125000 Penalty: 4786.278809
	Iteration 26Q: 3 clusters Score -1742384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1742397.125000 Penalty: 4786.278809
	Iteration 27Q: 3 clusters Score -1742397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1742403.625000 Penalty: 4786.278809
	Iteration 28Q: 3 clusters Score -1742404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1742404.625000 Penalty: 4786.278809
	Iteration 29Q: 3 clusters Score -1742405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1742404.375000 Penalty: 4786.278809
	Iteration 30Q: 3 clusters Score -1742404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1742402.875000 Penalty: 4786.278809
	Iteration 31Q: 3 clusters Score -1742403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1742405.750000 Penalty: 4786.278809
	Iteration 32Q: 3 clusters Score -1742406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1742405.750000 Penalty: 4786.278809
	Iteration 33Q: 3 clusters Score -1742406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1742406.250000 Penalty: 4786.278809
	Iteration 34Q: 3 clusters Score -1742406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1742407.125000 Penalty: 4786.278809
	Iteration 35Q: 3 clusters Score -1742407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1742406.125000 Penalty: 4786.278809
	Iteration 36Q: 3 clusters Score -1742406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1742408.000000 Penalty: 4786.278809
	Iteration 37Q: 3 clusters Score -1742408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1742410.375000 Penalty: 4786.278809
	Iteration 38Q: 3 clusters Score -1742410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1742410.375000 Penalty: 4786.278809
	Iteration 39F: 3 clusters Score -1742410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1317763.625000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1317764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1309844.875000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1309845 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1312097.875000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1312098 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1312669.125000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1312669 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1313464.875000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1313465 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1314371.000000 Penalty: 4589.591309
	Iteration 4F: 3 clusters Score -1314371 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1315291.125000 Penalty: 4589.591309
	Iteration 5F: 3 clusters Score -1315291 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1316071.750000 Penalty: 4589.591309
	Iteration 6F: 3 clusters Score -1316072 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1316648.500000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1316648 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1317019.000000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1317019 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1317208.375000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1317208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1317308.750000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1317309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1317347.500000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1317348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1317373.500000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1317374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1317389.250000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1317389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1317397.000000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1317397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1317398.750000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1317399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1317405.500000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1317406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1317407.625000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1317408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1317408.250000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1317408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1317411.625000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1317412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1317409.125000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1317409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -90726.296875 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -90726.3 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 497 members 
Entering Unmasked Estep 
Score: -88969.664062 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -88969.66 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89500.921875 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -89500.92 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89696.968750 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -89696.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89845.453125 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -89845.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90054.828125 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -90054.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90246.187500 Penalty: 3415.719727
	Iteration 5F: 3 clusters Score -90246.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90352.070312 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -90352.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90416.593750 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -90416.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90461.554688 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -90461.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90475.992188 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -90475.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90494.414062 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -90494.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -90513.953125 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -90513.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -90519.351562 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -90519.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -90520.992188 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -90520.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -90520.992188 Penalty: 3415.719727
	Iteration 14F: 3 clusters Score -90520.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -447557.187500 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -447557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -443959.656250 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -443959.7 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -444710.843750 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -444710.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -444885.281250 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -444885.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -444966.125000 Penalty: 4054.792480
	Iteration 3Q: 3 clusters Score -444966.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445014.156250 Penalty: 4054.792480
	Iteration 4Q: 3 clusters Score -445014.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445056.375000 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -445056.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -445081.750000 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -445081.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -445100.156250 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -445100.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -445115.906250 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -445115.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445126.250000 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -445126.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -445135.187500 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -445135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -445143.062500 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -445143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -445149.937500 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -445149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -445156.843750 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -445156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445159.375000 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -445159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445159.937500 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -445159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445160.937500 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -445160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445161.781250 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -445161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -445162.625000 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -445162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445162.718750 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -445162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -445163.281250 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -445163.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Entering Unmasked Estep 
Score: -2300715.000000 Penalty: 2421.556396
	Iteration 0F: 2 clusters Score -2300715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2288344.250000 Penalty: 4843.112793
	Iteration 0F: 3 clusters Score -2288344 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2292450.250000 Penalty: 4843.112793
	Iteration 1F: 3 clusters Score -2292450 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2293001.750000 Penalty: 4843.112793
	Iteration 2F: 3 clusters Score -2293002 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2293524.500000 Penalty: 4843.112793
	Iteration 3F: 3 clusters Score -2293524 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2294002.000000 Penalty: 4843.112793
	Iteration 4F: 3 clusters Score -2294002 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2294505.000000 Penalty: 4843.112793
	Iteration 5F: 3 clusters Score -2294505 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2294981.750000 Penalty: 4843.112793
	Iteration 6F: 3 clusters Score -2294982 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2295492.750000 Penalty: 4843.112793
	Iteration 7F: 3 clusters Score -2295493 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2295982.750000 Penalty: 4843.112793
	Iteration 8Q: 3 clusters Score -2295983 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2296459.000000 Penalty: 4843.112793
	Iteration 9Q: 3 clusters Score -2296459 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2296968.000000 Penalty: 4843.112793
	Iteration 10Q: 3 clusters Score -2296968 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2297470.500000 Penalty: 4843.112793
	Iteration 11Q: 3 clusters Score -2297470 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2297903.250000 Penalty: 4843.112793
	Iteration 12Q: 3 clusters Score -2297903 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2298238.500000 Penalty: 4843.112793
	Iteration 13Q: 3 clusters Score -2298238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2298477.750000 Penalty: 4843.112793
	Iteration 14Q: 3 clusters Score -2298478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2298628.000000 Penalty: 4843.112793
	Iteration 15Q: 3 clusters Score -2298628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2298720.000000 Penalty: 4843.112793
	Iteration 16Q: 3 clusters Score -2298720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2298767.000000 Penalty: 4843.112793
	Iteration 17Q: 3 clusters Score -2298767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2298803.750000 Penalty: 4843.112793
	Iteration 18Q: 3 clusters Score -2298804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2298837.250000 Penalty: 4843.112793
	Iteration 19Q: 3 clusters Score -2298837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2298853.000000 Penalty: 4843.112793
	Iteration 20F: 3 clusters Score -2298853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2298872.750000 Penalty: 4843.112793
	Iteration 21Q: 3 clusters Score -2298873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2298886.500000 Penalty: 4843.112793
	Iteration 22Q: 3 clusters Score -2298886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2298901.250000 Penalty: 4843.112793
	Iteration 23Q: 3 clusters Score -2298901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2298917.000000 Penalty: 4843.112793
	Iteration 24Q: 3 clusters Score -2298917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2298926.500000 Penalty: 4843.112793
	Iteration 25Q: 3 clusters Score -2298926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2298933.500000 Penalty: 4843.112793
	Iteration 26Q: 3 clusters Score -2298934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2298944.000000 Penalty: 4843.112793
	Iteration 27Q: 3 clusters Score -2298944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2298952.750000 Penalty: 4843.112793
	Iteration 28Q: 3 clusters Score -2298953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2298952.500000 Penalty: 4843.112793
	Iteration 29Q: 3 clusters Score -2298952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2298960.000000 Penalty: 4843.112793
	Iteration 30Q: 3 clusters Score -2298960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2298966.500000 Penalty: 4843.112793
	Iteration 31Q: 3 clusters Score -2298966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2298967.500000 Penalty: 4843.112793
	Iteration 32Q: 3 clusters Score -2298968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2298969.250000 Penalty: 4843.112793
	Iteration 33Q: 3 clusters Score -2298969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2298968.500000 Penalty: 4843.112793
	Iteration 34Q: 3 clusters Score -2298968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2298976.750000 Penalty: 4843.112793
	Iteration 35Q: 3 clusters Score -2298977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2298980.000000 Penalty: 4843.112793
	Iteration 36Q: 3 clusters Score -2298980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2298980.500000 Penalty: 4843.112793
	Iteration 37Q: 3 clusters Score -2298980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2298982.250000 Penalty: 4843.112793
	Iteration 38Q: 3 clusters Score -2298982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2298982.250000 Penalty: 4843.112793
	Iteration 39Q: 3 clusters Score -2298982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2298983.750000 Penalty: 4843.112793
	Iteration 40F: 3 clusters Score -2298984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2298989.000000 Penalty: 4843.112793
	Iteration 41Q: 3 clusters Score -2298989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2298987.250000 Penalty: 4843.112793
	Iteration 42Q: 3 clusters Score -2298987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2298986.500000 Penalty: 4843.112793
	Iteration 43Q: 3 clusters Score -2298986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2298986.500000 Penalty: 4843.112793
	Iteration 44F: 3 clusters Score -2298986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Entering Unmasked Estep 
Score: -1724869.750000 Penalty: 2349.135254
	Iteration 0F: 2 clusters Score -1724870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1715232.625000 Penalty: 4698.270508
	Iteration 0F: 3 clusters Score -1715233 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1718169.000000 Penalty: 4698.270508
	Iteration 1F: 3 clusters Score -1718169 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1718492.750000 Penalty: 4698.270508
	Iteration 2F: 3 clusters Score -1718493 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1718721.625000 Penalty: 4698.270508
	Iteration 3Q: 3 clusters Score -1718722 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1718903.625000 Penalty: 4698.270508
	Iteration 4Q: 3 clusters Score -1718904 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1719061.000000 Penalty: 4698.270508
	Iteration 5Q: 3 clusters Score -1719061 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1719208.125000 Penalty: 4698.270508
	Iteration 6Q: 3 clusters Score -1719208 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1719341.625000 Penalty: 4698.270508
	Iteration 7Q: 3 clusters Score -1719342 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1719494.500000 Penalty: 4698.270508
	Iteration 8Q: 3 clusters Score -1719494 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1719680.875000 Penalty: 4698.270508
	Iteration 9Q: 3 clusters Score -1719681 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1719929.250000 Penalty: 4698.270508
	Iteration 10Q: 3 clusters Score -1719929 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1720260.375000 Penalty: 4698.270508
	Iteration 11Q: 3 clusters Score -1720260 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1720685.875000 Penalty: 4698.270508
	Iteration 12Q: 3 clusters Score -1720686 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1721144.125000 Penalty: 4698.270508
	Iteration 13Q: 3 clusters Score -1721144 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1721637.250000 Penalty: 4698.270508
	Iteration 14Q: 3 clusters Score -1721637 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1722071.250000 Penalty: 4698.270508
	Iteration 15Q: 3 clusters Score -1722071 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1722359.250000 Penalty: 4698.270508
	Iteration 16Q: 3 clusters Score -1722359 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1722505.750000 Penalty: 4698.270508
	Iteration 17Q: 3 clusters Score -1722506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1722618.750000 Penalty: 4698.270508
	Iteration 18Q: 3 clusters Score -1722619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1722685.250000 Penalty: 4698.270508
	Iteration 19Q: 3 clusters Score -1722685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1722724.750000 Penalty: 4698.270508
	Iteration 20F: 3 clusters Score -1722725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1722752.750000 Penalty: 4698.270508
	Iteration 21Q: 3 clusters Score -1722753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1722781.125000 Penalty: 4698.270508
	Iteration 22Q: 3 clusters Score -1722781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1722791.125000 Penalty: 4698.270508
	Iteration 23Q: 3 clusters Score -1722791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1722803.375000 Penalty: 4698.270508
	Iteration 24Q: 3 clusters Score -1722803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1722817.375000 Penalty: 4698.270508
	Iteration 25Q: 3 clusters Score -1722817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1722826.000000 Penalty: 4698.270508
	Iteration 26Q: 3 clusters Score -1722826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1722829.625000 Penalty: 4698.270508
	Iteration 27Q: 3 clusters Score -1722830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1722835.500000 Penalty: 4698.270508
	Iteration 28Q: 3 clusters Score -1722836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1722838.875000 Penalty: 4698.270508
	Iteration 29Q: 3 clusters Score -1722839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1722841.875000 Penalty: 4698.270508
	Iteration 30Q: 3 clusters Score -1722842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1722847.625000 Penalty: 4698.270508
	Iteration 31Q: 3 clusters Score -1722848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1722851.875000 Penalty: 4698.270508
	Iteration 32Q: 3 clusters Score -1722852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1722854.750000 Penalty: 4698.270508
	Iteration 33Q: 3 clusters Score -1722855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1722858.375000 Penalty: 4698.270508
	Iteration 34Q: 3 clusters Score -1722858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1722865.250000 Penalty: 4698.270508
	Iteration 35Q: 3 clusters Score -1722865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1722869.875000 Penalty: 4698.270508
	Iteration 36Q: 3 clusters Score -1722870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1722871.750000 Penalty: 4698.270508
	Iteration 37Q: 3 clusters Score -1722872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1722875.000000 Penalty: 4698.270508
	Iteration 38Q: 3 clusters Score -1722875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1722875.000000 Penalty: 4698.270508
	Iteration 39F: 3 clusters Score -1722875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -43663.062500 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -43663.06 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 214 members 
Entering Unmasked Estep 
Score: -42340.957031 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -42340.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42635.812500 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -42635.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42815.023438 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -42815.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42953.015625 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -42953.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43083.937500 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -43083.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43160.753906 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -43160.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43229.585938 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -43229.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43318.113281 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -43318.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43387.335938 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -43387.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43501.503906 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -43501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43564.640625 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -43564.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43663.964844 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -43663.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43727.066406 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -43727.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43770.628906 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -43770.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43775.808594 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -43775.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43776.757812 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -43776.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43776.757812 Penalty: 3006.482422
	Iteration 16F: 3 clusters Score -43776.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 166 members 
Mstep: Class 34 contains 631 members 
Mstep: Class 35 contains 263 members 
Entering Unmasked Estep 
Score: -104951408.000000 Penalty: 118401.421875
Splitting cluster 33 changes total score from -104952920.000000 to -104951408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15518 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953168.000000 Penalty: 115018.523438
Iteration 137F: 35 clusters Score -1.049532e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353864 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55206 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15515 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953152.000000 Penalty: 115018.523438
Iteration 138Q: 35 clusters Score -1.049532e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58696 members 
Mstep: Class 6 contains 23141 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353864 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55206 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 232 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15512 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953224.000000 Penalty: 115018.523438
Iteration 139Q: 35 clusters Score -1.049532e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58694 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21230 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353865 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15512 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953320.000000 Penalty: 115018.523438
Iteration 140F: 35 clusters Score -1.049533e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58693 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21231 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15511 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953296.000000 Penalty: 115018.523438
Iteration 141Q: 35 clusters Score -1.049533e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55206 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15511 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953312.000000 Penalty: 115018.523438
Iteration 142Q: 35 clusters Score -1.049533e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23139 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21231 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55208 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 47808 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15510 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953344.000000 Penalty: 115018.523438
Iteration 143Q: 35 clusters Score -1.049533e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23138 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21231 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353867 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55210 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43605 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 15508 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953384.000000 Penalty: 115018.523438
Iteration 144Q: 35 clusters Score -1.049534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58693 members 
Mstep: Class 6 contains 23134 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353866 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55215 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 47807 members 
Mstep: Class 23 contains 15175 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15508 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953352.000000 Penalty: 115018.523438
Iteration 145Q: 35 clusters Score -1.049534e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353867 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55217 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 47806 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15508 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953392.000000 Penalty: 115018.523438
Iteration 146Q: 35 clusters Score -1.049534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353870 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55219 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 47803 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15506 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953384.000000 Penalty: 115018.523438
Iteration 147Q: 35 clusters Score -1.049534e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353871 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55219 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 47802 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15506 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953384.000000 Penalty: 115018.523438
Iteration 148Q: 35 clusters Score -1.049534e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353871 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55219 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 47802 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15506 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104953384.000000 Penalty: 115018.523438
Iteration 149F: 35 clusters Score -1.049534e+08 nChanged 0
Entering ConstructFrom: 
Score: -104953384.000000 Penalty: 115018.523438
Entering ConstructFrom: 
Trying to split cluster 1 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -844521.500000 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -844521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -838988.187500 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -838988.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -840334.937500 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -840334.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -840558.375000 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -840558.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -840717.250000 Penalty: 4361.631836
	Iteration 3Q: 3 clusters Score -840717.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -840836.250000 Penalty: 4361.631836
	Iteration 4Q: 3 clusters Score -840836.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -840957.062500 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -840957.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -841059.312500 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -841059.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -841167.062500 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -841167.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -841315.062500 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -841315.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -841531.375000 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -841531.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -841846.687500 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -841846.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -842349.562500 Penalty: 4361.631836
	Iteration 11F: 3 clusters Score -842349.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -842860.625000 Penalty: 4361.631836
	Iteration 12F: 3 clusters Score -842860.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -843182.937500 Penalty: 4361.631836
	Iteration 13F: 3 clusters Score -843182.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -843473.437500 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -843473.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -843720.125000 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -843720.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -843905.812500 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -843905.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -844108.625000 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -844108.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -844276.250000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -844276.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -844359.687500 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -844359.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -844388.375000 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -844388.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -844399.250000 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -844399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -844406.125000 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -844406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -844407.875000 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -844407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -844411.875000 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -844411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -844412.125000 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -844412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -844416.000000 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -844416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -844417.875000 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -844417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -844417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -844416.625000 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -844416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -844417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -844416.937500 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -844416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -844417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -844417.625000 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -844417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -844420.062500 Penalty: 4361.631836
	Iteration 34Q: 3 clusters Score -844420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -844419.562500 Penalty: 4361.631836
	Iteration 35Q: 3 clusters Score -844419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -844419.562500 Penalty: 4361.631836
	Iteration 36F: 3 clusters Score -844419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1149071.875000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -1149072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1141783.500000 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -1141784 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1143890.625000 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -1143891 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1144271.375000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -1144271 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1144610.875000 Penalty: 4539.324219
	Iteration 3F: 3 clusters Score -1144611 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1144963.875000 Penalty: 4539.324219
	Iteration 4F: 3 clusters Score -1144964 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1145376.500000 Penalty: 4539.324219
	Iteration 5F: 3 clusters Score -1145376 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1145850.000000 Penalty: 4539.324219
	Iteration 6F: 3 clusters Score -1145850 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1146285.500000 Penalty: 4539.324219
	Iteration 7F: 3 clusters Score -1146286 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1146604.000000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -1146604 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1146835.375000 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -1146835 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1146981.000000 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -1146981 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1147065.750000 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -1147066 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1147127.375000 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -1147127 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1147172.250000 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -1147172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1147199.625000 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -1147200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1147228.125000 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -1147228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1147252.500000 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -1147252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1147275.875000 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -1147276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1147293.500000 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -1147294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1147305.375000 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -1147305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1147317.375000 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -1147317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1147322.000000 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -1147322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1147333.750000 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -1147334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1147347.500000 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -1147348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1147351.125000 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -1147351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1147359.750000 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -1147360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1147366.500000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -1147366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1147374.000000 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -1147374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1147375.250000 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -1147375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1147379.375000 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -1147379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1147381.500000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -1147382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1147384.000000 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -1147384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1147387.500000 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -1147388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1147392.125000 Penalty: 4539.324219
	Iteration 33Q: 3 clusters Score -1147392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1147392.125000 Penalty: 4539.324219
	Iteration 34Q: 3 clusters Score -1147392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1147393.375000 Penalty: 4539.324219
	Iteration 35Q: 3 clusters Score -1147393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1147397.375000 Penalty: 4539.324219
	Iteration 36Q: 3 clusters Score -1147397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1147401.125000 Penalty: 4539.324219
	Iteration 37Q: 3 clusters Score -1147401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1147403.375000 Penalty: 4539.324219
	Iteration 38Q: 3 clusters Score -1147403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1147403.750000 Penalty: 4539.324219
	Iteration 39Q: 3 clusters Score -1147404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1147405.750000 Penalty: 4539.324219
	Iteration 40F: 3 clusters Score -1147406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1147406.250000 Penalty: 4539.324219
	Iteration 41Q: 3 clusters Score -1147406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1147407.875000 Penalty: 4539.324219
	Iteration 42Q: 3 clusters Score -1147408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1147407.750000 Penalty: 4539.324219
	Iteration 43Q: 3 clusters Score -1147408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1147410.125000 Penalty: 4539.324219
	Iteration 44Q: 3 clusters Score -1147410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1147410.625000 Penalty: 4539.324219
	Iteration 45Q: 3 clusters Score -1147411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1147413.250000 Penalty: 4539.324219
	Iteration 46Q: 3 clusters Score -1147413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1147415.375000 Penalty: 4539.324219
	Iteration 47Q: 3 clusters Score -1147415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1147414.875000 Penalty: 4539.324219
	Iteration 48Q: 3 clusters Score -1147415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1147417.125000 Penalty: 4539.324219
	Iteration 49Q: 3 clusters Score -1147417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1147415.250000 Penalty: 4539.324219
	Iteration 50Q: 3 clusters Score -1147415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1147415.500000 Penalty: 4539.324219
	Iteration 51Q: 3 clusters Score -1147416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1147417.875000 Penalty: 4539.324219
	Iteration 52Q: 3 clusters Score -1147418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1147420.875000 Penalty: 4539.324219
	Iteration 53Q: 3 clusters Score -1147421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1147419.875000 Penalty: 4539.324219
	Iteration 54Q: 3 clusters Score -1147420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1147420.875000 Penalty: 4539.324219
	Iteration 55Q: 3 clusters Score -1147421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1147420.625000 Penalty: 4539.324219
	Iteration 56Q: 3 clusters Score -1147421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1147421.375000 Penalty: 4539.324219
	Iteration 57Q: 3 clusters Score -1147421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1147421.750000 Penalty: 4539.324219
	Iteration 58Q: 3 clusters Score -1147422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1147421.750000 Penalty: 4539.324219
	Iteration 59F: 3 clusters Score -1147422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -841761.687500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -841761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -836077.312500 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -836077.3 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -837553.500000 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -837553.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -837819.375000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -837819.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -838039.062500 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -838039.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -838252.937500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -838252.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -838484.750000 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -838484.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -838675.625000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -838675.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -838844.500000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -838844.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -839001.062500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -839001.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -839154.562500 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -839154.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -839301.625000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -839301.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -839438.375000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -839438.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -839582.062500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -839582.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -839727.250000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -839727.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -839849.750000 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -839849.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -839935.687500 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -839935.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -840000.562500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -840000.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -840054.687500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -840054.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -840108.000000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -840108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -840140.375000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -840140.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -840180.750000 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -840180.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -840213.125000 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -840213.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -840237.500000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -840237.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -840262.500000 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -840262.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -840278.312500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -840278.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -840290.062500 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -840290.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -840297.687500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -840297.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -840306.625000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -840306.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -840309.750000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -840309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -840313.687500 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -840313.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -840316.500000 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -840316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -840320.062500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -840320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -840320.687500 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -840320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -840322.187500 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -840322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -840322.750000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -840322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -840322.687500 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -840322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -840322.687500 Penalty: 4381.975586
	Iteration 36F: 3 clusters Score -840322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -532849.187500 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -532849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -528712.562500 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -528712.6 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -529709.937500 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -529709.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -530025.125000 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -530025.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -530308.625000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -530308.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -530540.625000 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -530540.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -530704.312500 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -530704.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -530827.875000 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -530827.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -530933.125000 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -530933.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -531005.562500 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -531005.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -531054.562500 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -531054.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -531096.812500 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -531096.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -531125.625000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -531125.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -531145.125000 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -531145.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -531162.937500 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -531162.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -531177.125000 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -531177.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -531188.875000 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -531188.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -531197.562500 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -531197.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -531210.625000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -531210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -531225.937500 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -531225.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -531247.750000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -531247.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -531261.125000 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -531261.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -531273.937500 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -531273.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -531291.812500 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -531291.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -531313.187500 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -531313.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -531331.000000 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -531331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -531343.312500 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -531343.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -531353.812500 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -531353.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -531363.687500 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -531363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -531374.562500 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -531374.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -531382.312500 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -531382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -531392.750000 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -531392.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -531403.500000 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -531403.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -531417.687500 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -531417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -531432.250000 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -531432.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -531445.062500 Penalty: 4155.339844
	Iteration 34Q: 3 clusters Score -531445.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -531457.375000 Penalty: 4155.339844
	Iteration 35Q: 3 clusters Score -531457.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -531479.750000 Penalty: 4155.339844
	Iteration 36Q: 3 clusters Score -531479.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -531508.437500 Penalty: 4155.339844
	Iteration 37Q: 3 clusters Score -531508.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -531552.312500 Penalty: 4155.339844
	Iteration 38Q: 3 clusters Score -531552.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -531603.062500 Penalty: 4155.339844
	Iteration 39Q: 3 clusters Score -531603.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -531649.187500 Penalty: 4155.339844
	Iteration 40F: 3 clusters Score -531649.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -531712.187500 Penalty: 4155.339844
	Iteration 41Q: 3 clusters Score -531712.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -531775.062500 Penalty: 4155.339844
	Iteration 42Q: 3 clusters Score -531775.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -531853.125000 Penalty: 4155.339844
	Iteration 43Q: 3 clusters Score -531853.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -531915.312500 Penalty: 4155.339844
	Iteration 44Q: 3 clusters Score -531915.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531970.187500 Penalty: 4155.339844
	Iteration 45Q: 3 clusters Score -531970.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -532012.375000 Penalty: 4155.339844
	Iteration 46Q: 3 clusters Score -532012.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -532038.000000 Penalty: 4155.339844
	Iteration 47Q: 3 clusters Score -532038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -532050.437500 Penalty: 4155.339844
	Iteration 48Q: 3 clusters Score -532050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -532056.437500 Penalty: 4155.339844
	Iteration 49Q: 3 clusters Score -532056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -532058.000000 Penalty: 4155.339844
	Iteration 50Q: 3 clusters Score -532058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -532058.000000 Penalty: 4155.339844
	Iteration 51F: 3 clusters Score -532058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Entering Unmasked Estep 
Score: -7612592.500000 Penalty: 2723.054443
	Iteration 0F: 2 clusters Score -7612592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7573169.500000 Penalty: 5446.108887
	Iteration 0F: 3 clusters Score -7573170 nChanged 27242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7588338.500000 Penalty: 5446.108887
	Iteration 1F: 3 clusters Score -7588338 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -7588938.500000 Penalty: 5446.108887
	Iteration 2Q: 3 clusters Score -7588938 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -7589713.500000 Penalty: 5446.108887
	Iteration 3Q: 3 clusters Score -7589714 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -7590592.500000 Penalty: 5446.108887
	Iteration 4Q: 3 clusters Score -7590592 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -7591737.500000 Penalty: 5446.108887
	Iteration 5Q: 3 clusters Score -7591738 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7593409.000000 Penalty: 5446.108887
	Iteration 6F: 3 clusters Score -7593409 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -7595632.000000 Penalty: 5446.108887
	Iteration 7F: 3 clusters Score -7595632 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -7598629.000000 Penalty: 5446.108887
	Iteration 8F: 3 clusters Score -7598629 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -7602000.000000 Penalty: 5446.108887
	Iteration 9F: 3 clusters Score -7602000 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7605090.000000 Penalty: 5446.108887
	Iteration 10F: 3 clusters Score -7605090 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7607435.000000 Penalty: 5446.108887
	Iteration 11Q: 3 clusters Score -7607435 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7608814.500000 Penalty: 5446.108887
	Iteration 12Q: 3 clusters Score -7608814 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7609518.500000 Penalty: 5446.108887
	Iteration 13Q: 3 clusters Score -7609518 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7609851.500000 Penalty: 5446.108887
	Iteration 14Q: 3 clusters Score -7609852 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7609994.500000 Penalty: 5446.108887
	Iteration 15Q: 3 clusters Score -7609994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7610068.500000 Penalty: 5446.108887
	Iteration 16Q: 3 clusters Score -7610068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7610118.000000 Penalty: 5446.108887
	Iteration 17Q: 3 clusters Score -7610118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7610140.000000 Penalty: 5446.108887
	Iteration 18Q: 3 clusters Score -7610140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7610160.000000 Penalty: 5446.108887
	Iteration 19Q: 3 clusters Score -7610160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7610167.000000 Penalty: 5446.108887
	Iteration 20F: 3 clusters Score -7610167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7610178.000000 Penalty: 5446.108887
	Iteration 21Q: 3 clusters Score -7610178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7610182.000000 Penalty: 5446.108887
	Iteration 22Q: 3 clusters Score -7610182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7610182.000000 Penalty: 5446.108887
	Iteration 23F: 3 clusters Score -7610182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Entering Unmasked Estep 
Score: -2932021.500000 Penalty: 2492.145020
	Iteration 0F: 2 clusters Score -2932022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2915882.000000 Penalty: 4984.290039
	Iteration 0F: 3 clusters Score -2915882 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2921441.750000 Penalty: 4984.290039
	Iteration 1F: 3 clusters Score -2921442 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2921838.250000 Penalty: 4984.290039
	Iteration 2Q: 3 clusters Score -2921838 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2922170.750000 Penalty: 4984.290039
	Iteration 3Q: 3 clusters Score -2922171 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2922492.000000 Penalty: 4984.290039
	Iteration 4Q: 3 clusters Score -2922492 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2922800.750000 Penalty: 4984.290039
	Iteration 5Q: 3 clusters Score -2922801 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2923116.000000 Penalty: 4984.290039
	Iteration 6Q: 3 clusters Score -2923116 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2923495.500000 Penalty: 4984.290039
	Iteration 7Q: 3 clusters Score -2923496 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2923939.750000 Penalty: 4984.290039
	Iteration 8Q: 3 clusters Score -2923940 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2924423.000000 Penalty: 4984.290039
	Iteration 9Q: 3 clusters Score -2924423 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2924951.000000 Penalty: 4984.290039
	Iteration 10Q: 3 clusters Score -2924951 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2925516.000000 Penalty: 4984.290039
	Iteration 11Q: 3 clusters Score -2925516 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2926042.000000 Penalty: 4984.290039
	Iteration 12Q: 3 clusters Score -2926042 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2926511.250000 Penalty: 4984.290039
	Iteration 13Q: 3 clusters Score -2926511 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2926894.500000 Penalty: 4984.290039
	Iteration 14Q: 3 clusters Score -2926894 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2927211.750000 Penalty: 4984.290039
	Iteration 15Q: 3 clusters Score -2927212 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2927475.500000 Penalty: 4984.290039
	Iteration 16Q: 3 clusters Score -2927476 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2927648.750000 Penalty: 4984.290039
	Iteration 17Q: 3 clusters Score -2927649 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2927809.500000 Penalty: 4984.290039
	Iteration 18Q: 3 clusters Score -2927810 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2927942.250000 Penalty: 4984.290039
	Iteration 19Q: 3 clusters Score -2927942 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2928046.000000 Penalty: 4984.290039
	Iteration 20F: 3 clusters Score -2928046 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2928136.250000 Penalty: 4984.290039
	Iteration 21Q: 3 clusters Score -2928136 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2928217.500000 Penalty: 4984.290039
	Iteration 22Q: 3 clusters Score -2928218 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2928269.250000 Penalty: 4984.290039
	Iteration 23Q: 3 clusters Score -2928269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2928318.500000 Penalty: 4984.290039
	Iteration 24Q: 3 clusters Score -2928318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2928358.500000 Penalty: 4984.290039
	Iteration 25Q: 3 clusters Score -2928358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2928406.500000 Penalty: 4984.290039
	Iteration 26Q: 3 clusters Score -2928406 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2928438.250000 Penalty: 4984.290039
	Iteration 27Q: 3 clusters Score -2928438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2928493.250000 Penalty: 4984.290039
	Iteration 28Q: 3 clusters Score -2928493 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2928548.250000 Penalty: 4984.290039
	Iteration 29Q: 3 clusters Score -2928548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2928597.500000 Penalty: 4984.290039
	Iteration 30Q: 3 clusters Score -2928598 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2928653.500000 Penalty: 4984.290039
	Iteration 31Q: 3 clusters Score -2928654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2928698.000000 Penalty: 4984.290039
	Iteration 32Q: 3 clusters Score -2928698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2928747.000000 Penalty: 4984.290039
	Iteration 33Q: 3 clusters Score -2928747 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2928783.000000 Penalty: 4984.290039
	Iteration 34Q: 3 clusters Score -2928783 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2928832.750000 Penalty: 4984.290039
	Iteration 35Q: 3 clusters Score -2928833 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2928884.000000 Penalty: 4984.290039
	Iteration 36Q: 3 clusters Score -2928884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2928938.000000 Penalty: 4984.290039
	Iteration 37Q: 3 clusters Score -2928938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2928989.750000 Penalty: 4984.290039
	Iteration 38Q: 3 clusters Score -2928990 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2929030.750000 Penalty: 4984.290039
	Iteration 39Q: 3 clusters Score -2929031 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2929097.250000 Penalty: 4984.290039
	Iteration 40F: 3 clusters Score -2929097 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2929163.750000 Penalty: 4984.290039
	Iteration 41Q: 3 clusters Score -2929164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2929204.500000 Penalty: 4984.290039
	Iteration 42Q: 3 clusters Score -2929204 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2929255.750000 Penalty: 4984.290039
	Iteration 43Q: 3 clusters Score -2929256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2929288.500000 Penalty: 4984.290039
	Iteration 44Q: 3 clusters Score -2929288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2929321.500000 Penalty: 4984.290039
	Iteration 45Q: 3 clusters Score -2929322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2929356.250000 Penalty: 4984.290039
	Iteration 46Q: 3 clusters Score -2929356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2929398.000000 Penalty: 4984.290039
	Iteration 47Q: 3 clusters Score -2929398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2929433.250000 Penalty: 4984.290039
	Iteration 48Q: 3 clusters Score -2929433 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2929477.750000 Penalty: 4984.290039
	Iteration 49Q: 3 clusters Score -2929478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2929516.500000 Penalty: 4984.290039
	Iteration 50Q: 3 clusters Score -2929516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2929558.250000 Penalty: 4984.290039
	Iteration 51Q: 3 clusters Score -2929558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2929594.250000 Penalty: 4984.290039
	Iteration 52Q: 3 clusters Score -2929594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2929620.750000 Penalty: 4984.290039
	Iteration 53Q: 3 clusters Score -2929621 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2929648.500000 Penalty: 4984.290039
	Iteration 54Q: 3 clusters Score -2929648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2929696.250000 Penalty: 4984.290039
	Iteration 55Q: 3 clusters Score -2929696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2929727.000000 Penalty: 4984.290039
	Iteration 56Q: 3 clusters Score -2929727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2929754.750000 Penalty: 4984.290039
	Iteration 57Q: 3 clusters Score -2929755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2929773.250000 Penalty: 4984.290039
	Iteration 58Q: 3 clusters Score -2929773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2929792.000000 Penalty: 4984.290039
	Iteration 59Q: 3 clusters Score -2929792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2929809.750000 Penalty: 4984.290039
	Iteration 60F: 3 clusters Score -2929810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2929825.750000 Penalty: 4984.290039
	Iteration 61Q: 3 clusters Score -2929826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2929846.250000 Penalty: 4984.290039
	Iteration 62Q: 3 clusters Score -2929846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2929859.500000 Penalty: 4984.290039
	Iteration 63Q: 3 clusters Score -2929860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2929872.500000 Penalty: 4984.290039
	Iteration 64Q: 3 clusters Score -2929872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2929875.250000 Penalty: 4984.290039
	Iteration 65Q: 3 clusters Score -2929875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2929882.250000 Penalty: 4984.290039
	Iteration 66Q: 3 clusters Score -2929882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2929894.500000 Penalty: 4984.290039
	Iteration 67Q: 3 clusters Score -2929894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2929908.750000 Penalty: 4984.290039
	Iteration 68Q: 3 clusters Score -2929909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2929921.250000 Penalty: 4984.290039
	Iteration 69Q: 3 clusters Score -2929921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2929924.000000 Penalty: 4984.290039
	Iteration 70Q: 3 clusters Score -2929924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2929933.000000 Penalty: 4984.290039
	Iteration 71Q: 3 clusters Score -2929933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2929934.250000 Penalty: 4984.290039
	Iteration 72Q: 3 clusters Score -2929934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2929931.000000 Penalty: 4984.290039
	Iteration 73Q: 3 clusters Score -2929931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2929927.000000 Penalty: 4984.290039
	Iteration 74Q: 3 clusters Score -2929927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2929933.750000 Penalty: 4984.290039
	Iteration 75Q: 3 clusters Score -2929934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2929938.750000 Penalty: 4984.290039
	Iteration 76Q: 3 clusters Score -2929939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2929938.250000 Penalty: 4984.290039
	Iteration 77Q: 3 clusters Score -2929938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2929941.250000 Penalty: 4984.290039
	Iteration 78Q: 3 clusters Score -2929941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2929947.250000 Penalty: 4984.290039
	Iteration 79Q: 3 clusters Score -2929947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2929953.250000 Penalty: 4984.290039
	Iteration 80F: 3 clusters Score -2929953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2929957.500000 Penalty: 4984.290039
	Iteration 81Q: 3 clusters Score -2929958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2929966.250000 Penalty: 4984.290039
	Iteration 82Q: 3 clusters Score -2929966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2929965.500000 Penalty: 4984.290039
	Iteration 83Q: 3 clusters Score -2929966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2929968.750000 Penalty: 4984.290039
	Iteration 84Q: 3 clusters Score -2929969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2929967.000000 Penalty: 4984.290039
	Iteration 85Q: 3 clusters Score -2929967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2929970.750000 Penalty: 4984.290039
	Iteration 86Q: 3 clusters Score -2929971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2929968.750000 Penalty: 4984.290039
	Iteration 87Q: 3 clusters Score -2929969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2929972.000000 Penalty: 4984.290039
	Iteration 88Q: 3 clusters Score -2929972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2929974.500000 Penalty: 4984.290039
	Iteration 89Q: 3 clusters Score -2929974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2929973.250000 Penalty: 4984.290039
	Iteration 90Q: 3 clusters Score -2929973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2929978.750000 Penalty: 4984.290039
	Iteration 91Q: 3 clusters Score -2929979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2929979.000000 Penalty: 4984.290039
	Iteration 92Q: 3 clusters Score -2929979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2929988.250000 Penalty: 4984.290039
	Iteration 93Q: 3 clusters Score -2929988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2929988.000000 Penalty: 4984.290039
	Iteration 94Q: 3 clusters Score -2929988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2929991.750000 Penalty: 4984.290039
	Iteration 95Q: 3 clusters Score -2929992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2929997.500000 Penalty: 4984.290039
	Iteration 96Q: 3 clusters Score -2929998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2929997.250000 Penalty: 4984.290039
	Iteration 97Q: 3 clusters Score -2929997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2930004.500000 Penalty: 4984.290039
	Iteration 98Q: 3 clusters Score -2930004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2930005.500000 Penalty: 4984.290039
	Iteration 99Q: 3 clusters Score -2930006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2930006.000000 Penalty: 4984.290039
	Iteration 100F: 3 clusters Score -2930006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2930006.750000 Penalty: 4984.290039
	Iteration 101Q: 3 clusters Score -2930007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2930009.500000 Penalty: 4984.290039
	Iteration 102Q: 3 clusters Score -2930010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2930009.750000 Penalty: 4984.290039
	Iteration 103Q: 3 clusters Score -2930010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2930013.250000 Penalty: 4984.290039
	Iteration 104Q: 3 clusters Score -2930013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2930020.250000 Penalty: 4984.290039
	Iteration 105Q: 3 clusters Score -2930020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2930021.000000 Penalty: 4984.290039
	Iteration 106Q: 3 clusters Score -2930021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2930027.000000 Penalty: 4984.290039
	Iteration 107Q: 3 clusters Score -2930027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2930030.750000 Penalty: 4984.290039
	Iteration 108Q: 3 clusters Score -2930031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2930031.000000 Penalty: 4984.290039
	Iteration 109Q: 3 clusters Score -2930031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2930033.250000 Penalty: 4984.290039
	Iteration 110Q: 3 clusters Score -2930033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2930034.250000 Penalty: 4984.290039
	Iteration 111Q: 3 clusters Score -2930034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2930035.000000 Penalty: 4984.290039
	Iteration 112Q: 3 clusters Score -2930035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2930035.750000 Penalty: 4984.290039
	Iteration 113Q: 3 clusters Score -2930036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2930035.750000 Penalty: 4984.290039
	Iteration 114F: 3 clusters Score -2930036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -1144415.125000 Penalty: 2269.083008
	Iteration 0F: 2 clusters Score -1144415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1137090.750000 Penalty: 4538.166016
	Iteration 0F: 3 clusters Score -1137091 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1139171.625000 Penalty: 4538.166016
	Iteration 1F: 3 clusters Score -1139172 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1139419.000000 Penalty: 4538.166016
	Iteration 2F: 3 clusters Score -1139419 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1139618.625000 Penalty: 4538.166016
	Iteration 3Q: 3 clusters Score -1139619 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1139802.875000 Penalty: 4538.166016
	Iteration 4Q: 3 clusters Score -1139803 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1139995.250000 Penalty: 4538.166016
	Iteration 5Q: 3 clusters Score -1139995 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1140166.250000 Penalty: 4538.166016
	Iteration 6Q: 3 clusters Score -1140166 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1140315.625000 Penalty: 4538.166016
	Iteration 7Q: 3 clusters Score -1140316 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1140452.250000 Penalty: 4538.166016
	Iteration 8Q: 3 clusters Score -1140452 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1140588.500000 Penalty: 4538.166016
	Iteration 9Q: 3 clusters Score -1140588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1140706.750000 Penalty: 4538.166016
	Iteration 10Q: 3 clusters Score -1140707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1140812.125000 Penalty: 4538.166016
	Iteration 11Q: 3 clusters Score -1140812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1140920.625000 Penalty: 4538.166016
	Iteration 12Q: 3 clusters Score -1140921 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1141014.125000 Penalty: 4538.166016
	Iteration 13Q: 3 clusters Score -1141014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1141113.375000 Penalty: 4538.166016
	Iteration 14Q: 3 clusters Score -1141113 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1141223.875000 Penalty: 4538.166016
	Iteration 15Q: 3 clusters Score -1141224 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1141338.750000 Penalty: 4538.166016
	Iteration 16Q: 3 clusters Score -1141339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1141437.375000 Penalty: 4538.166016
	Iteration 17Q: 3 clusters Score -1141437 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1141514.875000 Penalty: 4538.166016
	Iteration 18Q: 3 clusters Score -1141515 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1141592.875000 Penalty: 4538.166016
	Iteration 19Q: 3 clusters Score -1141593 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1141673.625000 Penalty: 4538.166016
	Iteration 20F: 3 clusters Score -1141674 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1141747.250000 Penalty: 4538.166016
	Iteration 21Q: 3 clusters Score -1141747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1141832.750000 Penalty: 4538.166016
	Iteration 22Q: 3 clusters Score -1141833 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1141917.875000 Penalty: 4538.166016
	Iteration 23Q: 3 clusters Score -1141918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1141990.125000 Penalty: 4538.166016
	Iteration 24Q: 3 clusters Score -1141990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1142053.250000 Penalty: 4538.166016
	Iteration 25Q: 3 clusters Score -1142053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1142107.375000 Penalty: 4538.166016
	Iteration 26Q: 3 clusters Score -1142107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1142151.500000 Penalty: 4538.166016
	Iteration 27Q: 3 clusters Score -1142152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1142192.875000 Penalty: 4538.166016
	Iteration 28Q: 3 clusters Score -1142193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1142234.000000 Penalty: 4538.166016
	Iteration 29Q: 3 clusters Score -1142234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1142270.250000 Penalty: 4538.166016
	Iteration 30Q: 3 clusters Score -1142270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1142303.625000 Penalty: 4538.166016
	Iteration 31Q: 3 clusters Score -1142304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1142324.750000 Penalty: 4538.166016
	Iteration 32Q: 3 clusters Score -1142325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1142343.375000 Penalty: 4538.166016
	Iteration 33Q: 3 clusters Score -1142343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1142365.875000 Penalty: 4538.166016
	Iteration 34Q: 3 clusters Score -1142366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1142383.875000 Penalty: 4538.166016
	Iteration 35Q: 3 clusters Score -1142384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1142400.125000 Penalty: 4538.166016
	Iteration 36Q: 3 clusters Score -1142400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1142410.375000 Penalty: 4538.166016
	Iteration 37Q: 3 clusters Score -1142410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1142420.125000 Penalty: 4538.166016
	Iteration 38Q: 3 clusters Score -1142420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1142431.625000 Penalty: 4538.166016
	Iteration 39Q: 3 clusters Score -1142432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1142441.750000 Penalty: 4538.166016
	Iteration 40F: 3 clusters Score -1142442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1142460.125000 Penalty: 4538.166016
	Iteration 41Q: 3 clusters Score -1142460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1142473.000000 Penalty: 4538.166016
	Iteration 42Q: 3 clusters Score -1142473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1142482.125000 Penalty: 4538.166016
	Iteration 43Q: 3 clusters Score -1142482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1142487.875000 Penalty: 4538.166016
	Iteration 44Q: 3 clusters Score -1142488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1142493.125000 Penalty: 4538.166016
	Iteration 45Q: 3 clusters Score -1142493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1142500.625000 Penalty: 4538.166016
	Iteration 46Q: 3 clusters Score -1142501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1142503.375000 Penalty: 4538.166016
	Iteration 47Q: 3 clusters Score -1142503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1142504.625000 Penalty: 4538.166016
	Iteration 48Q: 3 clusters Score -1142505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1142507.875000 Penalty: 4538.166016
	Iteration 49Q: 3 clusters Score -1142508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1142511.000000 Penalty: 4538.166016
	Iteration 50Q: 3 clusters Score -1142511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1142511.250000 Penalty: 4538.166016
	Iteration 51Q: 3 clusters Score -1142511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1142512.375000 Penalty: 4538.166016
	Iteration 52Q: 3 clusters Score -1142512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1142513.375000 Penalty: 4538.166016
	Iteration 53Q: 3 clusters Score -1142513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1142513.375000 Penalty: 4538.166016
	Iteration 54F: 3 clusters Score -1142513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Entering Unmasked Estep 
Score: -2773443.750000 Penalty: 2470.889648
	Iteration 0F: 2 clusters Score -2773444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2758643.000000 Penalty: 4941.779297
	Iteration 0F: 3 clusters Score -2758643 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2763472.750000 Penalty: 4941.779297
	Iteration 1F: 3 clusters Score -2763473 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2763871.250000 Penalty: 4941.779297
	Iteration 2F: 3 clusters Score -2763871 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2764242.250000 Penalty: 4941.779297
	Iteration 3Q: 3 clusters Score -2764242 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2764621.500000 Penalty: 4941.779297
	Iteration 4Q: 3 clusters Score -2764622 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2765048.750000 Penalty: 4941.779297
	Iteration 5Q: 3 clusters Score -2765049 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2765564.750000 Penalty: 4941.779297
	Iteration 6Q: 3 clusters Score -2765565 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2766313.250000 Penalty: 4941.779297
	Iteration 7F: 3 clusters Score -2766313 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2767316.750000 Penalty: 4941.779297
	Iteration 8F: 3 clusters Score -2767317 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2768430.500000 Penalty: 4941.779297
	Iteration 9F: 3 clusters Score -2768430 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2769476.500000 Penalty: 4941.779297
	Iteration 10F: 3 clusters Score -2769476 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2770259.500000 Penalty: 4941.779297
	Iteration 11Q: 3 clusters Score -2770260 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2770710.000000 Penalty: 4941.779297
	Iteration 12Q: 3 clusters Score -2770710 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2770954.000000 Penalty: 4941.779297
	Iteration 13Q: 3 clusters Score -2770954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2771062.750000 Penalty: 4941.779297
	Iteration 14Q: 3 clusters Score -2771063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2771123.500000 Penalty: 4941.779297
	Iteration 15Q: 3 clusters Score -2771124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2771161.000000 Penalty: 4941.779297
	Iteration 16Q: 3 clusters Score -2771161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2771187.250000 Penalty: 4941.779297
	Iteration 17Q: 3 clusters Score -2771187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2771201.000000 Penalty: 4941.779297
	Iteration 18Q: 3 clusters Score -2771201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2771217.250000 Penalty: 4941.779297
	Iteration 19Q: 3 clusters Score -2771217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2771234.250000 Penalty: 4941.779297
	Iteration 20F: 3 clusters Score -2771234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2771245.250000 Penalty: 4941.779297
	Iteration 21Q: 3 clusters Score -2771245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2771246.500000 Penalty: 4941.779297
	Iteration 22Q: 3 clusters Score -2771246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2771248.500000 Penalty: 4941.779297
	Iteration 23Q: 3 clusters Score -2771248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2771250.000000 Penalty: 4941.779297
	Iteration 24Q: 3 clusters Score -2771250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2771251.250000 Penalty: 4941.779297
	Iteration 25Q: 3 clusters Score -2771251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2771251.250000 Penalty: 4941.779297
	Iteration 26Q: 3 clusters Score -2771251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2771251.250000 Penalty: 4941.779297
	Iteration 27F: 3 clusters Score -2771251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -56252.523438 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -56252.52 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 272 members 
Entering Unmasked Estep 
Score: -54711.792969 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -54711.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54948.394531 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -54948.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55008.308594 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -55008.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55041.894531 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -55041.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55066.195312 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -55066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55090.996094 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -55091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55121.808594 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -55121.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55152.921875 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -55152.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55199.750000 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -55199.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55262.722656 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -55262.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55314.476562 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -55314.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55357.761719 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -55357.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55403.695312 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -55403.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55472.238281 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -55472.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55562.539062 Penalty: 3105.699951
	Iteration 14Q: 3 clusters Score -55562.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55682.152344 Penalty: 3105.699951
	Iteration 15Q: 3 clusters Score -55682.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55710.804688 Penalty: 3105.699951
	Iteration 16Q: 3 clusters Score -55710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55728.273438 Penalty: 3105.699951
	Iteration 17Q: 3 clusters Score -55728.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55748.195312 Penalty: 3105.699951
	Iteration 18Q: 3 clusters Score -55748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55781.386719 Penalty: 3105.699951
	Iteration 19Q: 3 clusters Score -55781.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55799.023438 Penalty: 3105.699951
	Iteration 20F: 3 clusters Score -55799.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55830.117188 Penalty: 3105.699951
	Iteration 21Q: 3 clusters Score -55830.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55964.179688 Penalty: 3105.699951
	Iteration 22Q: 3 clusters Score -55964.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56085.515625 Penalty: 3105.699951
	Iteration 23Q: 3 clusters Score -56085.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56094.003906 Penalty: 3105.699951
	Iteration 24Q: 3 clusters Score -56094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56096.792969 Penalty: 3105.699951
	Iteration 25Q: 3 clusters Score -56096.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56098.300781 Penalty: 3105.699951
	Iteration 26Q: 3 clusters Score -56098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56098.300781 Penalty: 3105.699951
	Iteration 27F: 3 clusters Score -56098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -889265.687500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -889265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -882787.062500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -882787.1 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -884803.625000 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -884803.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -885282.562500 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -885282.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -885680.812500 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -885680.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -886028.750000 Penalty: 4466.132812
	Iteration 4F: 3 clusters Score -886028.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -886305.187500 Penalty: 4466.132812
	Iteration 5F: 3 clusters Score -886305.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -886594.625000 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -886594.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -886893.062500 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -886893.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -887155.375000 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -887155.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -887344.312500 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -887344.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -887485.687500 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -887485.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -887598.812500 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -887598.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -887689.437500 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -887689.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -887776.625000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -887776.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -887848.937500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -887848.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -887926.500000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -887926.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -888020.875000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -888020.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -888118.812500 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -888118.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -888195.000000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -888195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -888284.437500 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -888284.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -888387.875000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -888387.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -888493.312500 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -888493.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -888604.375000 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -888604.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -888693.562500 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -888693.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -888747.500000 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -888747.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -888795.187500 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -888795.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -888836.875000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -888836.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -888876.687500 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -888876.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -888896.312500 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -888896.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -888914.937500 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -888914.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -888939.750000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -888939.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -888964.062500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -888964.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -888978.125000 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -888978.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -888984.687500 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -888984.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -888989.500000 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -888989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -888992.625000 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -888992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -888996.312500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -888996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -888999.562500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -888999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -889004.750000 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -889004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -889006.687500 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -889006.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -889007.812500 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -889007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -889012.312500 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -889012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -889013.312500 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -889013.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -889016.687500 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -889016.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -889023.937500 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -889023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -889030.500000 Penalty: 4466.132812
	Iteration 45Q: 3 clusters Score -889030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -889036.500000 Penalty: 4466.132812
	Iteration 46Q: 3 clusters Score -889036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -889040.812500 Penalty: 4466.132812
	Iteration 47Q: 3 clusters Score -889040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -889046.562500 Penalty: 4466.132812
	Iteration 48Q: 3 clusters Score -889046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -889055.437500 Penalty: 4466.132812
	Iteration 49Q: 3 clusters Score -889055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -889064.562500 Penalty: 4466.132812
	Iteration 50Q: 3 clusters Score -889064.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -889071.062500 Penalty: 4466.132812
	Iteration 51Q: 3 clusters Score -889071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -889077.562500 Penalty: 4466.132812
	Iteration 52Q: 3 clusters Score -889077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -889086.000000 Penalty: 4466.132812
	Iteration 53Q: 3 clusters Score -889086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -889089.812500 Penalty: 4466.132812
	Iteration 54Q: 3 clusters Score -889089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -889090.625000 Penalty: 4466.132812
	Iteration 55Q: 3 clusters Score -889090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -889091.625000 Penalty: 4466.132812
	Iteration 56Q: 3 clusters Score -889091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -889092.437500 Penalty: 4466.132812
	Iteration 57Q: 3 clusters Score -889092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -889092.875000 Penalty: 4466.132812
	Iteration 58Q: 3 clusters Score -889092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -889094.375000 Penalty: 4466.132812
	Iteration 59Q: 3 clusters Score -889094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -889092.937500 Penalty: 4466.132812
	Iteration 60F: 3 clusters Score -889092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -2001523.000000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -2001523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1990533.000000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -1990533 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1994024.500000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -1994024 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1994419.875000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -1994420 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1994789.375000 Penalty: 4775.584473
	Iteration 3F: 3 clusters Score -1994789 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1995170.750000 Penalty: 4775.584473
	Iteration 4Q: 3 clusters Score -1995171 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1995566.000000 Penalty: 4775.584473
	Iteration 5Q: 3 clusters Score -1995566 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1996072.625000 Penalty: 4775.584473
	Iteration 6F: 3 clusters Score -1996073 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1996693.250000 Penalty: 4775.584473
	Iteration 7F: 3 clusters Score -1996693 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1997391.500000 Penalty: 4775.584473
	Iteration 8F: 3 clusters Score -1997392 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1998049.875000 Penalty: 4775.584473
	Iteration 9Q: 3 clusters Score -1998050 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1998534.125000 Penalty: 4775.584473
	Iteration 10Q: 3 clusters Score -1998534 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1998846.750000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -1998847 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1999076.750000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -1999077 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1999222.625000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -1999223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1999330.125000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -1999330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1999398.500000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -1999398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1999442.750000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -1999443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1999461.750000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -1999462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1999477.500000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -1999478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1999491.875000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -1999492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1999502.625000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -1999503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1999514.250000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -1999514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1999521.750000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -1999522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1999525.250000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -1999525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1999529.000000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -1999529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1999533.250000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -1999533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1999538.125000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -1999538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1999539.750000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -1999540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1999542.875000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -1999543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1999543.125000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -1999543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1999545.000000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -1999545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1999548.875000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -1999549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1999548.750000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -1999549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1999550.625000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -1999551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1999549.875000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -1999550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1999554.625000 Penalty: 4775.584473
	Iteration 35Q: 3 clusters Score -1999555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1999554.625000 Penalty: 4775.584473
	Iteration 36Q: 3 clusters Score -1999555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1999554.500000 Penalty: 4775.584473
	Iteration 37Q: 3 clusters Score -1999554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1999554.750000 Penalty: 4775.584473
	Iteration 38Q: 3 clusters Score -1999555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1999552.125000 Penalty: 4775.584473
	Iteration 39Q: 3 clusters Score -1999552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1999555.125000 Penalty: 4775.584473
	Iteration 40F: 3 clusters Score -1999555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1999554.625000 Penalty: 4775.584473
	Iteration 41Q: 3 clusters Score -1999555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1999554.625000 Penalty: 4775.584473
	Iteration 42F: 3 clusters Score -1999555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (353871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353871 members 
Entering Unmasked Estep 
Score: -45851336.000000 Penalty: 3168.618652
	Iteration 0F: 2 clusters Score -4.585134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176810 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -45642048.000000 Penalty: 6337.237305
	Iteration 0F: 3 clusters Score -4.564205e+07 nChanged 171809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -45743680.000000 Penalty: 6337.237305
	Iteration 1F: 3 clusters Score -4.574368e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -45744528.000000 Penalty: 6337.237305
	Iteration 2Q: 3 clusters Score -4.574453e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Mstep: Class 2 contains 185185 members 
Entering Unmasked Estep 
Score: -45745616.000000 Penalty: 6337.237305
	Iteration 3Q: 3 clusters Score -4.574562e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -45746752.000000 Penalty: 6337.237305
	Iteration 4Q: 3 clusters Score -4.574675e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 196698 members 
Entering Unmasked Estep 
Score: -45748948.000000 Penalty: 6337.237305
	Iteration 5Q: 3 clusters Score -4.574895e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146607 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -45751920.000000 Penalty: 6337.237305
	Iteration 6Q: 3 clusters Score -4.575192e+07 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 222480 members 
Entering Unmasked Estep 
Score: -45757076.000000 Penalty: 6337.237305
	Iteration 7Q: 3 clusters Score -4.575708e+07 nChanged 21494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 242446 members 
Entering Unmasked Estep 
Score: -45766180.000000 Penalty: 6337.237305
	Iteration 8F: 3 clusters Score -4.576618e+07 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 265556 members 
Entering Unmasked Estep 
Score: -45778512.000000 Penalty: 6337.237305
	Iteration 9F: 3 clusters Score -4.577851e+07 nChanged 24147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 288789 members 
Entering Unmasked Estep 
Score: -45793476.000000 Penalty: 6337.237305
	Iteration 10F: 3 clusters Score -4.579348e+07 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 307851 members 
Entering Unmasked Estep 
Score: -45805688.000000 Penalty: 6337.237305
	Iteration 11F: 3 clusters Score -4.580569e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 320882 members 
Entering Unmasked Estep 
Score: -45815308.000000 Penalty: 6337.237305
	Iteration 12Q: 3 clusters Score -4.581531e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 329260 members 
Entering Unmasked Estep 
Score: -45822572.000000 Penalty: 6337.237305
	Iteration 13Q: 3 clusters Score -4.582257e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 334838 members 
Entering Unmasked Estep 
Score: -45829392.000000 Penalty: 6337.237305
	Iteration 14Q: 3 clusters Score -4.582939e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 339043 members 
Entering Unmasked Estep 
Score: -45833456.000000 Penalty: 6337.237305
	Iteration 15Q: 3 clusters Score -4.583346e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 342350 members 
Entering Unmasked Estep 
Score: -45836664.000000 Penalty: 6337.237305
	Iteration 16Q: 3 clusters Score -4.583666e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 345058 members 
Entering Unmasked Estep 
Score: -45839808.000000 Penalty: 6337.237305
	Iteration 17Q: 3 clusters Score -4.583981e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 347235 members 
Entering Unmasked Estep 
Score: -45842760.000000 Penalty: 6337.237305
	Iteration 18Q: 3 clusters Score -4.584276e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 348931 members 
Entering Unmasked Estep 
Score: -45844440.000000 Penalty: 6337.237305
	Iteration 19Q: 3 clusters Score -4.584444e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 350231 members 
Entering Unmasked Estep 
Score: -45845652.000000 Penalty: 6337.237305
	Iteration 20F: 3 clusters Score -4.584565e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 351177 members 
Entering Unmasked Estep 
Score: -45846472.000000 Penalty: 6337.237305
	Iteration 21Q: 3 clusters Score -4.584647e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 351809 members 
Entering Unmasked Estep 
Score: -45847168.000000 Penalty: 6337.237305
	Iteration 22Q: 3 clusters Score -4.584717e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 352221 members 
Entering Unmasked Estep 
Score: -45847508.000000 Penalty: 6337.237305
	Iteration 23Q: 3 clusters Score -4.584751e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 352483 members 
Entering Unmasked Estep 
Score: -45847696.000000 Penalty: 6337.237305
	Iteration 24Q: 3 clusters Score -4.58477e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 352663 members 
Entering Unmasked Estep 
Score: -45847812.000000 Penalty: 6337.237305
	Iteration 25Q: 3 clusters Score -4.584781e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 352783 members 
Entering Unmasked Estep 
Score: -45847956.000000 Penalty: 6337.237305
	Iteration 26Q: 3 clusters Score -4.584796e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 352870 members 
Entering Unmasked Estep 
Score: -45848040.000000 Penalty: 6337.237305
	Iteration 27Q: 3 clusters Score -4.584804e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 352941 members 
Entering Unmasked Estep 
Score: -45848148.000000 Penalty: 6337.237305
	Iteration 28Q: 3 clusters Score -4.584815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 352992 members 
Entering Unmasked Estep 
Score: -45848220.000000 Penalty: 6337.237305
	Iteration 29Q: 3 clusters Score -4.584822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 353019 members 
Entering Unmasked Estep 
Score: -45848260.000000 Penalty: 6337.237305
	Iteration 30Q: 3 clusters Score -4.584826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 353047 members 
Entering Unmasked Estep 
Score: -45848264.000000 Penalty: 6337.237305
	Iteration 31Q: 3 clusters Score -4.584826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 353075 members 
Entering Unmasked Estep 
Score: -45848304.000000 Penalty: 6337.237305
	Iteration 32Q: 3 clusters Score -4.58483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 353097 members 
Entering Unmasked Estep 
Score: -45848360.000000 Penalty: 6337.237305
	Iteration 33Q: 3 clusters Score -4.584836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 353119 members 
Entering Unmasked Estep 
Score: -45848356.000000 Penalty: 6337.237305
	Iteration 34Q: 3 clusters Score -4.584836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 353132 members 
Entering Unmasked Estep 
Score: -45848360.000000 Penalty: 6337.237305
	Iteration 35Q: 3 clusters Score -4.584836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 353141 members 
Entering Unmasked Estep 
Score: -45848364.000000 Penalty: 6337.237305
	Iteration 36Q: 3 clusters Score -4.584836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 353152 members 
Entering Unmasked Estep 
Score: -45848384.000000 Penalty: 6337.237305
	Iteration 37Q: 3 clusters Score -4.584838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 353160 members 
Entering Unmasked Estep 
Score: -45848424.000000 Penalty: 6337.237305
	Iteration 38Q: 3 clusters Score -4.584842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 353166 members 
Entering Unmasked Estep 
Score: -45848416.000000 Penalty: 6337.237305
	Iteration 39Q: 3 clusters Score -4.584842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 353173 members 
Entering Unmasked Estep 
Score: -45848428.000000 Penalty: 6337.237305
	Iteration 40F: 3 clusters Score -4.584843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 353178 members 
Entering Unmasked Estep 
Score: -45848420.000000 Penalty: 6337.237305
	Iteration 41Q: 3 clusters Score -4.584842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 353182 members 
Entering Unmasked Estep 
Score: -45848440.000000 Penalty: 6337.237305
	Iteration 42Q: 3 clusters Score -4.584844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 353189 members 
Entering Unmasked Estep 
Score: -45848468.000000 Penalty: 6337.237305
	Iteration 43Q: 3 clusters Score -4.584847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 353195 members 
Entering Unmasked Estep 
Score: -45848436.000000 Penalty: 6337.237305
	Iteration 44Q: 3 clusters Score -4.584844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 353198 members 
Entering Unmasked Estep 
Score: -45848432.000000 Penalty: 6337.237305
	Iteration 45Q: 3 clusters Score -4.584843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 353200 members 
Entering Unmasked Estep 
Score: -45848452.000000 Penalty: 6337.237305
	Iteration 46Q: 3 clusters Score -4.584845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 353200 members 
Entering Unmasked Estep 
Score: -45848452.000000 Penalty: 6337.237305
	Iteration 47F: 3 clusters Score -4.584845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Entering Unmasked Estep 
Score: -1818941.625000 Penalty: 2374.819580
	Iteration 0F: 2 clusters Score -1818942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1808439.625000 Penalty: 4749.639160
	Iteration 0F: 3 clusters Score -1808440 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1811784.500000 Penalty: 4749.639160
	Iteration 1F: 3 clusters Score -1811784 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1812171.500000 Penalty: 4749.639160
	Iteration 2F: 3 clusters Score -1812172 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1812447.875000 Penalty: 4749.639160
	Iteration 3Q: 3 clusters Score -1812448 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1812648.375000 Penalty: 4749.639160
	Iteration 4Q: 3 clusters Score -1812648 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1812810.000000 Penalty: 4749.639160
	Iteration 5Q: 3 clusters Score -1812810 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1812940.625000 Penalty: 4749.639160
	Iteration 6Q: 3 clusters Score -1812941 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1813047.625000 Penalty: 4749.639160
	Iteration 7Q: 3 clusters Score -1813048 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1813143.250000 Penalty: 4749.639160
	Iteration 8Q: 3 clusters Score -1813143 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1813246.000000 Penalty: 4749.639160
	Iteration 9Q: 3 clusters Score -1813246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1813367.375000 Penalty: 4749.639160
	Iteration 10Q: 3 clusters Score -1813367 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1813498.750000 Penalty: 4749.639160
	Iteration 11Q: 3 clusters Score -1813499 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1813679.500000 Penalty: 4749.639160
	Iteration 12Q: 3 clusters Score -1813680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1813900.250000 Penalty: 4749.639160
	Iteration 13Q: 3 clusters Score -1813900 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1814159.750000 Penalty: 4749.639160
	Iteration 14Q: 3 clusters Score -1814160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1814432.250000 Penalty: 4749.639160
	Iteration 15Q: 3 clusters Score -1814432 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1814704.875000 Penalty: 4749.639160
	Iteration 16Q: 3 clusters Score -1814705 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1814979.875000 Penalty: 4749.639160
	Iteration 17Q: 3 clusters Score -1814980 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1815303.875000 Penalty: 4749.639160
	Iteration 18Q: 3 clusters Score -1815304 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1815652.500000 Penalty: 4749.639160
	Iteration 19Q: 3 clusters Score -1815652 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1815955.875000 Penalty: 4749.639160
	Iteration 20F: 3 clusters Score -1815956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1816217.500000 Penalty: 4749.639160
	Iteration 21Q: 3 clusters Score -1816218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1816425.750000 Penalty: 4749.639160
	Iteration 22Q: 3 clusters Score -1816426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1816557.875000 Penalty: 4749.639160
	Iteration 23Q: 3 clusters Score -1816558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1816656.125000 Penalty: 4749.639160
	Iteration 24Q: 3 clusters Score -1816656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1816721.000000 Penalty: 4749.639160
	Iteration 25Q: 3 clusters Score -1816721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1816759.625000 Penalty: 4749.639160
	Iteration 26Q: 3 clusters Score -1816760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1816779.750000 Penalty: 4749.639160
	Iteration 27Q: 3 clusters Score -1816780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1816799.500000 Penalty: 4749.639160
	Iteration 28Q: 3 clusters Score -1816800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1816818.000000 Penalty: 4749.639160
	Iteration 29Q: 3 clusters Score -1816818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1816826.375000 Penalty: 4749.639160
	Iteration 30Q: 3 clusters Score -1816826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1816837.750000 Penalty: 4749.639160
	Iteration 31Q: 3 clusters Score -1816838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1816848.250000 Penalty: 4749.639160
	Iteration 32Q: 3 clusters Score -1816848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1816858.625000 Penalty: 4749.639160
	Iteration 33Q: 3 clusters Score -1816859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1816865.625000 Penalty: 4749.639160
	Iteration 34Q: 3 clusters Score -1816866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1816870.500000 Penalty: 4749.639160
	Iteration 35Q: 3 clusters Score -1816870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1816874.125000 Penalty: 4749.639160
	Iteration 36Q: 3 clusters Score -1816874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1816877.125000 Penalty: 4749.639160
	Iteration 37Q: 3 clusters Score -1816877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1816877.875000 Penalty: 4749.639160
	Iteration 38Q: 3 clusters Score -1816878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1816878.750000 Penalty: 4749.639160
	Iteration 39Q: 3 clusters Score -1816879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1816878.750000 Penalty: 4749.639160
	Iteration 40F: 3 clusters Score -1816879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -738598.312500 Penalty: 2173.407715
	Iteration 0F: 2 clusters Score -738598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -733200.437500 Penalty: 4346.815430
	Iteration 0F: 3 clusters Score -733200.4 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -734593.812500 Penalty: 4346.815430
	Iteration 1F: 3 clusters Score -734593.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -734886.375000 Penalty: 4346.815430
	Iteration 2F: 3 clusters Score -734886.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -735102.250000 Penalty: 4346.815430
	Iteration 3F: 3 clusters Score -735102.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -735257.750000 Penalty: 4346.815430
	Iteration 4Q: 3 clusters Score -735257.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -735397.062500 Penalty: 4346.815430
	Iteration 5Q: 3 clusters Score -735397.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -735528.625000 Penalty: 4346.815430
	Iteration 6Q: 3 clusters Score -735528.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -735671.125000 Penalty: 4346.815430
	Iteration 7Q: 3 clusters Score -735671.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -735852.875000 Penalty: 4346.815430
	Iteration 8Q: 3 clusters Score -735852.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -736042.875000 Penalty: 4346.815430
	Iteration 9Q: 3 clusters Score -736042.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -736277.687500 Penalty: 4346.815430
	Iteration 10Q: 3 clusters Score -736277.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -736513.625000 Penalty: 4346.815430
	Iteration 11Q: 3 clusters Score -736513.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -736702.000000 Penalty: 4346.815430
	Iteration 12Q: 3 clusters Score -736702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -736862.500000 Penalty: 4346.815430
	Iteration 13Q: 3 clusters Score -736862.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -736988.687500 Penalty: 4346.815430
	Iteration 14Q: 3 clusters Score -736988.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -737101.562500 Penalty: 4346.815430
	Iteration 15Q: 3 clusters Score -737101.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -737169.437500 Penalty: 4346.815430
	Iteration 16Q: 3 clusters Score -737169.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -737227.562500 Penalty: 4346.815430
	Iteration 17Q: 3 clusters Score -737227.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -737268.312500 Penalty: 4346.815430
	Iteration 18Q: 3 clusters Score -737268.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -737292.812500 Penalty: 4346.815430
	Iteration 19Q: 3 clusters Score -737292.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -737310.437500 Penalty: 4346.815430
	Iteration 20F: 3 clusters Score -737310.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -737327.437500 Penalty: 4346.815430
	Iteration 21Q: 3 clusters Score -737327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -737341.812500 Penalty: 4346.815430
	Iteration 22Q: 3 clusters Score -737341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -737354.250000 Penalty: 4346.815430
	Iteration 23Q: 3 clusters Score -737354.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -737367.187500 Penalty: 4346.815430
	Iteration 24Q: 3 clusters Score -737367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -737374.500000 Penalty: 4346.815430
	Iteration 25Q: 3 clusters Score -737374.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -737379.500000 Penalty: 4346.815430
	Iteration 26Q: 3 clusters Score -737379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -737383.312500 Penalty: 4346.815430
	Iteration 27Q: 3 clusters Score -737383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -737387.562500 Penalty: 4346.815430
	Iteration 28Q: 3 clusters Score -737387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -737390.000000 Penalty: 4346.815430
	Iteration 29Q: 3 clusters Score -737390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -737398.500000 Penalty: 4346.815430
	Iteration 30Q: 3 clusters Score -737398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -737404.000000 Penalty: 4346.815430
	Iteration 31Q: 3 clusters Score -737404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -737409.062500 Penalty: 4346.815430
	Iteration 32Q: 3 clusters Score -737409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -737411.437500 Penalty: 4346.815430
	Iteration 33Q: 3 clusters Score -737411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -737414.750000 Penalty: 4346.815430
	Iteration 34Q: 3 clusters Score -737414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -737420.750000 Penalty: 4346.815430
	Iteration 35Q: 3 clusters Score -737420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -737427.937500 Penalty: 4346.815430
	Iteration 36Q: 3 clusters Score -737427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -737430.812500 Penalty: 4346.815430
	Iteration 37Q: 3 clusters Score -737430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -737431.812500 Penalty: 4346.815430
	Iteration 38Q: 3 clusters Score -737431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -737431.937500 Penalty: 4346.815430
	Iteration 39Q: 3 clusters Score -737431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -737431.687500 Penalty: 4346.815430
	Iteration 40F: 3 clusters Score -737431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -737433.500000 Penalty: 4346.815430
	Iteration 41Q: 3 clusters Score -737433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -737433.750000 Penalty: 4346.815430
	Iteration 42Q: 3 clusters Score -737433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -737436.312500 Penalty: 4346.815430
	Iteration 43Q: 3 clusters Score -737436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -737438.187500 Penalty: 4346.815430
	Iteration 44Q: 3 clusters Score -737438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -737437.687500 Penalty: 4346.815430
	Iteration 45Q: 3 clusters Score -737437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -737437.687500 Penalty: 4346.815430
	Iteration 46F: 3 clusters Score -737437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Entering Unmasked Estep 
Score: -5696656.000000 Penalty: 2655.566650
	Iteration 0F: 2 clusters Score -5696656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5666508.000000 Penalty: 5311.133301
	Iteration 0F: 3 clusters Score -5666508 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5677885.000000 Penalty: 5311.133301
	Iteration 1F: 3 clusters Score -5677885 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5678715.500000 Penalty: 5311.133301
	Iteration 2Q: 3 clusters Score -5678716 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5679859.000000 Penalty: 5311.133301
	Iteration 3F: 3 clusters Score -5679859 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5681403.500000 Penalty: 5311.133301
	Iteration 4F: 3 clusters Score -5681404 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -5683603.500000 Penalty: 5311.133301
	Iteration 5F: 3 clusters Score -5683604 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -5686558.500000 Penalty: 5311.133301
	Iteration 6F: 3 clusters Score -5686558 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5689681.000000 Penalty: 5311.133301
	Iteration 7F: 3 clusters Score -5689681 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -5692052.000000 Penalty: 5311.133301
	Iteration 8F: 3 clusters Score -5692052 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -5693319.000000 Penalty: 5311.133301
	Iteration 9Q: 3 clusters Score -5693319 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -5693854.000000 Penalty: 5311.133301
	Iteration 10Q: 3 clusters Score -5693854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5694058.500000 Penalty: 5311.133301
	Iteration 11Q: 3 clusters Score -5694058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5694168.000000 Penalty: 5311.133301
	Iteration 12Q: 3 clusters Score -5694168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5694228.000000 Penalty: 5311.133301
	Iteration 13Q: 3 clusters Score -5694228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5694247.500000 Penalty: 5311.133301
	Iteration 14Q: 3 clusters Score -5694248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5694260.500000 Penalty: 5311.133301
	Iteration 15Q: 3 clusters Score -5694260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5694268.500000 Penalty: 5311.133301
	Iteration 16Q: 3 clusters Score -5694268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5694287.500000 Penalty: 5311.133301
	Iteration 17Q: 3 clusters Score -5694288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5694299.500000 Penalty: 5311.133301
	Iteration 18Q: 3 clusters Score -5694300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -5694302.500000 Penalty: 5311.133301
	Iteration 19Q: 3 clusters Score -5694302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5694315.500000 Penalty: 5311.133301
	Iteration 20F: 3 clusters Score -5694316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5694319.000000 Penalty: 5311.133301
	Iteration 21Q: 3 clusters Score -5694319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5694330.000000 Penalty: 5311.133301
	Iteration 22Q: 3 clusters Score -5694330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5694334.000000 Penalty: 5311.133301
	Iteration 23Q: 3 clusters Score -5694334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5694336.000000 Penalty: 5311.133301
	Iteration 24Q: 3 clusters Score -5694336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5694336.000000 Penalty: 5311.133301
	Iteration 25F: 3 clusters Score -5694336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -887455.687500 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -887455.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -881659.500000 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -881659.5 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -883244.687500 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -883244.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -883527.750000 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -883527.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -883718.375000 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -883718.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -883853.000000 Penalty: 4391.417969
	Iteration 4Q: 3 clusters Score -883853 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -883964.000000 Penalty: 4391.417969
	Iteration 5Q: 3 clusters Score -883964 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -884057.875000 Penalty: 4391.417969
	Iteration 6Q: 3 clusters Score -884057.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -884155.812500 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -884155.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -884257.000000 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -884257 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -884351.062500 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -884351.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -884439.250000 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -884439.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -884532.250000 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -884532.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -884653.750000 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -884653.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -884773.000000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -884773 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -884892.562500 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -884892.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -885016.937500 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -885016.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -885134.125000 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -885134.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -885228.125000 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -885228.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -885290.437500 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -885290.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -885347.312500 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -885347.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -885383.687500 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -885383.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -885402.437500 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -885402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -885417.375000 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -885417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -885431.312500 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -885431.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -885443.750000 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -885443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -885457.250000 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -885457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -885469.437500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -885469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -885480.250000 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -885480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -885492.625000 Penalty: 4391.417969
	Iteration 28Q: 3 clusters Score -885492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -885506.750000 Penalty: 4391.417969
	Iteration 29Q: 3 clusters Score -885506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -885514.562500 Penalty: 4391.417969
	Iteration 30Q: 3 clusters Score -885514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -885517.750000 Penalty: 4391.417969
	Iteration 31Q: 3 clusters Score -885517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -885519.062500 Penalty: 4391.417969
	Iteration 32Q: 3 clusters Score -885519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -885524.062500 Penalty: 4391.417969
	Iteration 33Q: 3 clusters Score -885524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -885525.437500 Penalty: 4391.417969
	Iteration 34Q: 3 clusters Score -885525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -885525.750000 Penalty: 4391.417969
	Iteration 35Q: 3 clusters Score -885525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -885530.375000 Penalty: 4391.417969
	Iteration 36Q: 3 clusters Score -885530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -885531.812500 Penalty: 4391.417969
	Iteration 37Q: 3 clusters Score -885531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -885537.937500 Penalty: 4391.417969
	Iteration 38Q: 3 clusters Score -885537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -885542.437500 Penalty: 4391.417969
	Iteration 39Q: 3 clusters Score -885542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -885547.062500 Penalty: 4391.417969
	Iteration 40F: 3 clusters Score -885547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -885550.500000 Penalty: 4391.417969
	Iteration 41Q: 3 clusters Score -885550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -885552.687500 Penalty: 4391.417969
	Iteration 42Q: 3 clusters Score -885552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -885555.125000 Penalty: 4391.417969
	Iteration 43Q: 3 clusters Score -885555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -885555.500000 Penalty: 4391.417969
	Iteration 44Q: 3 clusters Score -885555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -885558.812500 Penalty: 4391.417969
	Iteration 45Q: 3 clusters Score -885558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -885562.875000 Penalty: 4391.417969
	Iteration 46Q: 3 clusters Score -885562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -885563.875000 Penalty: 4391.417969
	Iteration 47Q: 3 clusters Score -885563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -885568.687500 Penalty: 4391.417969
	Iteration 48Q: 3 clusters Score -885568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -885571.250000 Penalty: 4391.417969
	Iteration 49Q: 3 clusters Score -885571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -885573.437500 Penalty: 4391.417969
	Iteration 50Q: 3 clusters Score -885573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -885573.437500 Penalty: 4391.417969
	Iteration 51F: 3 clusters Score -885573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Entering Unmasked Estep 
Score: -1243095.750000 Penalty: 2298.287354
	Iteration 0F: 2 clusters Score -1243096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1234985.000000 Penalty: 4596.574707
	Iteration 0F: 3 clusters Score -1234985 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1237477.250000 Penalty: 4596.574707
	Iteration 1F: 3 clusters Score -1237477 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1237847.750000 Penalty: 4596.574707
	Iteration 2F: 3 clusters Score -1237848 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1238129.375000 Penalty: 4596.574707
	Iteration 3F: 3 clusters Score -1238129 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1238356.000000 Penalty: 4596.574707
	Iteration 4Q: 3 clusters Score -1238356 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1238570.250000 Penalty: 4596.574707
	Iteration 5Q: 3 clusters Score -1238570 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1238805.125000 Penalty: 4596.574707
	Iteration 6Q: 3 clusters Score -1238805 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1239077.500000 Penalty: 4596.574707
	Iteration 7Q: 3 clusters Score -1239078 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1239401.875000 Penalty: 4596.574707
	Iteration 8Q: 3 clusters Score -1239402 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1239805.375000 Penalty: 4596.574707
	Iteration 9Q: 3 clusters Score -1239805 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1240261.250000 Penalty: 4596.574707
	Iteration 10F: 3 clusters Score -1240261 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1240709.375000 Penalty: 4596.574707
	Iteration 11Q: 3 clusters Score -1240709 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1241090.000000 Penalty: 4596.574707
	Iteration 12Q: 3 clusters Score -1241090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1241401.000000 Penalty: 4596.574707
	Iteration 13Q: 3 clusters Score -1241401 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1241620.250000 Penalty: 4596.574707
	Iteration 14Q: 3 clusters Score -1241620 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1241768.875000 Penalty: 4596.574707
	Iteration 15Q: 3 clusters Score -1241769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1241875.125000 Penalty: 4596.574707
	Iteration 16Q: 3 clusters Score -1241875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1241957.875000 Penalty: 4596.574707
	Iteration 17Q: 3 clusters Score -1241958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1242005.125000 Penalty: 4596.574707
	Iteration 18Q: 3 clusters Score -1242005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1242033.875000 Penalty: 4596.574707
	Iteration 19Q: 3 clusters Score -1242034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1242054.750000 Penalty: 4596.574707
	Iteration 20F: 3 clusters Score -1242055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1242070.500000 Penalty: 4596.574707
	Iteration 21Q: 3 clusters Score -1242070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1242076.125000 Penalty: 4596.574707
	Iteration 22Q: 3 clusters Score -1242076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1242079.875000 Penalty: 4596.574707
	Iteration 23Q: 3 clusters Score -1242080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1242086.250000 Penalty: 4596.574707
	Iteration 24Q: 3 clusters Score -1242086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1242091.125000 Penalty: 4596.574707
	Iteration 25Q: 3 clusters Score -1242091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1242092.375000 Penalty: 4596.574707
	Iteration 26Q: 3 clusters Score -1242092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1242095.125000 Penalty: 4596.574707
	Iteration 27Q: 3 clusters Score -1242095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1242095.875000 Penalty: 4596.574707
	Iteration 28Q: 3 clusters Score -1242096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1242095.000000 Penalty: 4596.574707
	Iteration 29Q: 3 clusters Score -1242095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1242095.000000 Penalty: 4596.574707
	Iteration 30F: 3 clusters Score -1242095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -440194.500000 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -440194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -436277.843750 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -436277.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437247.343750 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -437247.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -437530.593750 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -437530.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -437709.281250 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -437709.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -437898.000000 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -437898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -438016.312500 Penalty: 4117.308594
	Iteration 5Q: 3 clusters Score -438016.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -438107.031250 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -438107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -438173.250000 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -438173.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -438224.875000 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -438224.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -438276.812500 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -438276.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -438321.968750 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -438322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -438354.031250 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -438354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -438375.312500 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -438375.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -438388.625000 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -438388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -438399.281250 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -438399.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -438406.875000 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -438406.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -438416.000000 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -438416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -438424.937500 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -438424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -438427.437500 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -438427.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -438430.531250 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -438430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -438433.593750 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -438433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -438438.000000 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -438438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -438440.031250 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -438440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -438441.250000 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -438441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -438442.281250 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -438442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -438444.156250 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -438444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -438445.281250 Penalty: 4117.308594
	Iteration 26Q: 3 clusters Score -438445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -438446.843750 Penalty: 4117.308594
	Iteration 27Q: 3 clusters Score -438446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -438449.062500 Penalty: 4117.308594
	Iteration 28Q: 3 clusters Score -438449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -438450.187500 Penalty: 4117.308594
	Iteration 29Q: 3 clusters Score -438450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -438452.437500 Penalty: 4117.308594
	Iteration 30Q: 3 clusters Score -438452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -438453.031250 Penalty: 4117.308594
	Iteration 31Q: 3 clusters Score -438453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -438453.281250 Penalty: 4117.308594
	Iteration 32Q: 3 clusters Score -438453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -438453.281250 Penalty: 4117.308594
	Iteration 33F: 3 clusters Score -438453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Entering Unmasked Estep 
Score: -6606666.500000 Penalty: 2707.927490
	Iteration 0F: 2 clusters Score -6606666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6569502.500000 Penalty: 5415.854980
	Iteration 0F: 3 clusters Score -6569502 nChanged 25592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6583883.000000 Penalty: 5415.854980
	Iteration 1F: 3 clusters Score -6583883 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6584659.500000 Penalty: 5415.854980
	Iteration 2Q: 3 clusters Score -6584660 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -6585419.500000 Penalty: 5415.854980
	Iteration 3Q: 3 clusters Score -6585420 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -6586248.500000 Penalty: 5415.854980
	Iteration 4Q: 3 clusters Score -6586248 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -6587198.000000 Penalty: 5415.854980
	Iteration 5Q: 3 clusters Score -6587198 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6588190.500000 Penalty: 5415.854980
	Iteration 6Q: 3 clusters Score -6588190 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6589280.000000 Penalty: 5415.854980
	Iteration 7Q: 3 clusters Score -6589280 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6590308.000000 Penalty: 5415.854980
	Iteration 8Q: 3 clusters Score -6590308 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -6591288.000000 Penalty: 5415.854980
	Iteration 9Q: 3 clusters Score -6591288 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6592258.000000 Penalty: 5415.854980
	Iteration 10Q: 3 clusters Score -6592258 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6593245.000000 Penalty: 5415.854980
	Iteration 11Q: 3 clusters Score -6593245 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -6594259.000000 Penalty: 5415.854980
	Iteration 12Q: 3 clusters Score -6594259 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6595181.500000 Penalty: 5415.854980
	Iteration 13Q: 3 clusters Score -6595182 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -6596145.500000 Penalty: 5415.854980
	Iteration 14Q: 3 clusters Score -6596146 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -6596963.000000 Penalty: 5415.854980
	Iteration 15Q: 3 clusters Score -6596963 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6597588.500000 Penalty: 5415.854980
	Iteration 16Q: 3 clusters Score -6597588 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -6598054.000000 Penalty: 5415.854980
	Iteration 17Q: 3 clusters Score -6598054 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6598441.000000 Penalty: 5415.854980
	Iteration 18Q: 3 clusters Score -6598441 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -6598714.000000 Penalty: 5415.854980
	Iteration 19Q: 3 clusters Score -6598714 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -6599125.000000 Penalty: 5415.854980
	Iteration 20F: 3 clusters Score -6599125 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6599413.000000 Penalty: 5415.854980
	Iteration 21Q: 3 clusters Score -6599413 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -6599688.500000 Penalty: 5415.854980
	Iteration 22Q: 3 clusters Score -6599688 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -6600032.500000 Penalty: 5415.854980
	Iteration 23Q: 3 clusters Score -6600032 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -6600312.000000 Penalty: 5415.854980
	Iteration 24Q: 3 clusters Score -6600312 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -6600566.500000 Penalty: 5415.854980
	Iteration 25Q: 3 clusters Score -6600566 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -6600867.500000 Penalty: 5415.854980
	Iteration 26Q: 3 clusters Score -6600868 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -6601144.500000 Penalty: 5415.854980
	Iteration 27Q: 3 clusters Score -6601144 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6601363.000000 Penalty: 5415.854980
	Iteration 28Q: 3 clusters Score -6601363 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -6601617.000000 Penalty: 5415.854980
	Iteration 29Q: 3 clusters Score -6601617 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -6601855.000000 Penalty: 5415.854980
	Iteration 30Q: 3 clusters Score -6601855 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -6602095.000000 Penalty: 5415.854980
	Iteration 31Q: 3 clusters Score -6602095 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -6602335.000000 Penalty: 5415.854980
	Iteration 32Q: 3 clusters Score -6602335 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6602586.500000 Penalty: 5415.854980
	Iteration 33Q: 3 clusters Score -6602586 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -6602814.500000 Penalty: 5415.854980
	Iteration 34Q: 3 clusters Score -6602814 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -6603081.500000 Penalty: 5415.854980
	Iteration 35Q: 3 clusters Score -6603082 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6603296.500000 Penalty: 5415.854980
	Iteration 36Q: 3 clusters Score -6603296 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6603487.000000 Penalty: 5415.854980
	Iteration 37Q: 3 clusters Score -6603487 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6603671.000000 Penalty: 5415.854980
	Iteration 38Q: 3 clusters Score -6603671 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6603815.000000 Penalty: 5415.854980
	Iteration 39Q: 3 clusters Score -6603815 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6603950.500000 Penalty: 5415.854980
	Iteration 40F: 3 clusters Score -6603950 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6604074.000000 Penalty: 5415.854980
	Iteration 41Q: 3 clusters Score -6604074 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6604192.000000 Penalty: 5415.854980
	Iteration 42Q: 3 clusters Score -6604192 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6604253.000000 Penalty: 5415.854980
	Iteration 43Q: 3 clusters Score -6604253 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6604317.500000 Penalty: 5415.854980
	Iteration 44Q: 3 clusters Score -6604318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6604363.000000 Penalty: 5415.854980
	Iteration 45Q: 3 clusters Score -6604363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6604402.500000 Penalty: 5415.854980
	Iteration 46Q: 3 clusters Score -6604402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6604420.000000 Penalty: 5415.854980
	Iteration 47Q: 3 clusters Score -6604420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6604460.500000 Penalty: 5415.854980
	Iteration 48Q: 3 clusters Score -6604460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6604474.000000 Penalty: 5415.854980
	Iteration 49Q: 3 clusters Score -6604474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6604508.000000 Penalty: 5415.854980
	Iteration 50Q: 3 clusters Score -6604508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6604520.500000 Penalty: 5415.854980
	Iteration 51Q: 3 clusters Score -6604520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6604548.500000 Penalty: 5415.854980
	Iteration 52Q: 3 clusters Score -6604548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6604555.500000 Penalty: 5415.854980
	Iteration 53Q: 3 clusters Score -6604556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6604573.000000 Penalty: 5415.854980
	Iteration 54Q: 3 clusters Score -6604573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6604568.500000 Penalty: 5415.854980
	Iteration 55Q: 3 clusters Score -6604568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 5415.854980
	Iteration 56Q: 3 clusters Score -6604579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6604581.000000 Penalty: 5415.854980
	Iteration 57Q: 3 clusters Score -6604581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6604577.500000 Penalty: 5415.854980
	Iteration 58Q: 3 clusters Score -6604578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6604586.500000 Penalty: 5415.854980
	Iteration 59Q: 3 clusters Score -6604586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6604586.500000 Penalty: 5415.854980
	Iteration 60F: 3 clusters Score -6604586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6604591.500000 Penalty: 5415.854980
	Iteration 61Q: 3 clusters Score -6604592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6604599.500000 Penalty: 5415.854980
	Iteration 62Q: 3 clusters Score -6604600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6604600.000000 Penalty: 5415.854980
	Iteration 63Q: 3 clusters Score -6604600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6604612.000000 Penalty: 5415.854980
	Iteration 64Q: 3 clusters Score -6604612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6604610.000000 Penalty: 5415.854980
	Iteration 65Q: 3 clusters Score -6604610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6604616.500000 Penalty: 5415.854980
	Iteration 66Q: 3 clusters Score -6604616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6604615.500000 Penalty: 5415.854980
	Iteration 67Q: 3 clusters Score -6604616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6604625.000000 Penalty: 5415.854980
	Iteration 68Q: 3 clusters Score -6604625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6604628.000000 Penalty: 5415.854980
	Iteration 69Q: 3 clusters Score -6604628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6604627.500000 Penalty: 5415.854980
	Iteration 70Q: 3 clusters Score -6604628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6604628.000000 Penalty: 5415.854980
	Iteration 71Q: 3 clusters Score -6604628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6604623.000000 Penalty: 5415.854980
	Iteration 72Q: 3 clusters Score -6604623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6604628.000000 Penalty: 5415.854980
	Iteration 73Q: 3 clusters Score -6604628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6604626.500000 Penalty: 5415.854980
	Iteration 74Q: 3 clusters Score -6604626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6604628.000000 Penalty: 5415.854980
	Iteration 75Q: 3 clusters Score -6604628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6604628.000000 Penalty: 5415.854980
	Iteration 76Q: 3 clusters Score -6604628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6604627.000000 Penalty: 5415.854980
	Iteration 77Q: 3 clusters Score -6604627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6604627.000000 Penalty: 5415.854980
	Iteration 78F: 3 clusters Score -6604627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -596599.000000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -596599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -592201.125000 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -592201.1 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -593394.437500 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -593394.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -593756.750000 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -593756.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -594050.437500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -594050.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -594289.375000 Penalty: 4203.556152
	Iteration 4F: 3 clusters Score -594289.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -594513.000000 Penalty: 4203.556152
	Iteration 5F: 3 clusters Score -594513 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -594722.812500 Penalty: 4203.556152
	Iteration 6F: 3 clusters Score -594722.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -594875.500000 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -594875.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -594991.250000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -594991.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -595087.125000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -595087.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -595150.187500 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -595150.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -595189.437500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -595189.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -595221.062500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -595221.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -595252.812500 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -595252.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -595274.250000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -595274.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -595289.562500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -595289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -595301.125000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -595301.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -595312.937500 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -595312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -595322.062500 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -595322.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -595328.562500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -595328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -595330.750000 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -595330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -595334.125000 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -595334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -595338.062500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -595338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -595340.687500 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -595340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -595341.187500 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -595341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -595341.687500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -595341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -595344.750000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -595344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -595346.625000 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -595346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -595347.437500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -595347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -595349.500000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -595349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -595350.375000 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -595350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -595350.187500 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -595350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -595350.187500 Penalty: 4203.556152
	Iteration 32F: 3 clusters Score -595350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -19414.388672 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19414.39 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 94 members 
Entering Unmasked Estep 
Score: -18380.277344 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18380.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18475.089844 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18475.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18506.111328 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18506.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18579.707031 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18579.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18590.083984 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18590.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18598.140625 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -18598.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18598.140625 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -18598.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Entering Unmasked Estep 
Score: -6279675.500000 Penalty: 2672.156250
	Iteration 0F: 2 clusters Score -6279676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -6247467.500000 Penalty: 5344.312500
	Iteration 0F: 3 clusters Score -6247468 nChanged 21990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6260080.000000 Penalty: 5344.312500
	Iteration 1F: 3 clusters Score -6260080 nChanged 2333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6260991 nChanged 2318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -6261963.500000 Penalty: 5344.312500
	Iteration 3Q: 3 clusters Score -6261964 nChanged 2422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6263109 nChanged 2537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6264344 nChanged 2482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6265696 nChanged 2469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6267055.000000 Penalty: 5344.312500
	Iteration 7F: 3 clusters Score -6267055 nChanged 2433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6268505.500000 Penalty: 5344.312500
	Iteration 8F: 3 clusters Score -6268506 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -6269953.500000 Penalty: 5344.312500
	Iteration 9F: 3 clusters Score -6269954 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -6271245.000000 Penalty: 5344.312500
	Iteration 10Q: 3 clusters Score -6271245 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6272322.000000 Penalty: 5344.312500
	Iteration 11Q: 3 clusters Score -6272322 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -6273229.000000 Penalty: 5344.312500
	Iteration 12Q: 3 clusters Score -6273229 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -6274084.000000 Penalty: 5344.312500
	Iteration 13Q: 3 clusters Score -6274084 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6274816.500000 Penalty: 5344.312500
	Iteration 14Q: 3 clusters Score -6274816 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -6275323.500000 Penalty: 5344.312500
	Iteration 15Q: 3 clusters Score -6275324 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -6275690.000000 Penalty: 5344.312500
	Iteration 16Q: 3 clusters Score -6275690 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -6275873.500000 Penalty: 5344.312500
	Iteration 17Q: 3 clusters Score -6275874 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -6275981.000000 Penalty: 5344.312500
	Iteration 18Q: 3 clusters Score -6275981 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6276080.500000 Penalty: 5344.312500
	Iteration 19Q: 3 clusters Score -6276080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6276127.000000 Penalty: 5344.312500
	Iteration 20F: 3 clusters Score -6276127 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6276155.000000 Penalty: 5344.312500
	Iteration 21Q: 3 clusters Score -6276155 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6276170.000000 Penalty: 5344.312500
	Iteration 22Q: 3 clusters Score -6276170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6276176.500000 Penalty: 5344.312500
	Iteration 23Q: 3 clusters Score -6276176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -6276182.000000 Penalty: 5344.312500
	Iteration 24Q: 3 clusters Score -6276182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -6276185.000000 Penalty: 5344.312500
	Iteration 25Q: 3 clusters Score -6276185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6276195.000000 Penalty: 5344.312500
	Iteration 26Q: 3 clusters Score -6276195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -6276190.500000 Penalty: 5344.312500
	Iteration 27Q: 3 clusters Score -6276190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -6276207.500000 Penalty: 5344.312500
	Iteration 28Q: 3 clusters Score -6276208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6276208.500000 Penalty: 5344.312500
	Iteration 29Q: 3 clusters Score -6276208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6276222.000000 Penalty: 5344.312500
	Iteration 30Q: 3 clusters Score -6276222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6276244.500000 Penalty: 5344.312500
	Iteration 31Q: 3 clusters Score -6276244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6276254.500000 Penalty: 5344.312500
	Iteration 32Q: 3 clusters Score -6276254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -6276272.000000 Penalty: 5344.312500
	Iteration 33Q: 3 clusters Score -6276272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6276282.000000 Penalty: 5344.312500
	Iteration 34Q: 3 clusters Score -6276282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -6276290.500000 Penalty: 5344.312500
	Iteration 35Q: 3 clusters Score -6276290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6276301.500000 Penalty: 5344.312500
	Iteration 36Q: 3 clusters Score -6276302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -6276332.500000 Penalty: 5344.312500
	Iteration 37Q: 3 clusters Score -6276332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6276341.500000 Penalty: 5344.312500
	Iteration 38Q: 3 clusters Score -6276342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -6276348.000000 Penalty: 5344.312500
	Iteration 39Q: 3 clusters Score -6276348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -6276388.500000 Penalty: 5344.312500
	Iteration 40F: 3 clusters Score -6276388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -6276402.000000 Penalty: 5344.312500
	Iteration 41Q: 3 clusters Score -6276402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -6276447.000000 Penalty: 5344.312500
	Iteration 42Q: 3 clusters Score -6276447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6276484.000000 Penalty: 5344.312500
	Iteration 43Q: 3 clusters Score -6276484 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -6276573.000000 Penalty: 5344.312500
	Iteration 44Q: 3 clusters Score -6276573 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -6276632.000000 Penalty: 5344.312500
	Iteration 45Q: 3 clusters Score -6276632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6276775.000000 Penalty: 5344.312500
	Iteration 46Q: 3 clusters Score -6276775 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -6276970.000000 Penalty: 5344.312500
	Iteration 47Q: 3 clusters Score -6276970 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -6277178.000000 Penalty: 5344.312500
	Iteration 48Q: 3 clusters Score -6277178 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6277459.500000 Penalty: 5344.312500
	Iteration 49Q: 3 clusters Score -6277460 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -6277883.500000 Penalty: 5344.312500
	Iteration 50Q: 3 clusters Score -6277884 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -6278404.000000 Penalty: 5344.312500
	Iteration 51Q: 3 clusters Score -6278404 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6278757.500000 Penalty: 5344.312500
	Iteration 52Q: 3 clusters Score -6278758 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6279052.000000 Penalty: 5344.312500
	Iteration 53Q: 3 clusters Score -6279052 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -6279197.500000 Penalty: 5344.312500
	Iteration 54Q: 3 clusters Score -6279198 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -6279327.000000 Penalty: 5344.312500
	Iteration 55Q: 3 clusters Score -6279327 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6279409.000000 Penalty: 5344.312500
	Iteration 56Q: 3 clusters Score -6279409 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6279489.000000 Penalty: 5344.312500
	Iteration 57Q: 3 clusters Score -6279489 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6279528.500000 Penalty: 5344.312500
	Iteration 58Q: 3 clusters Score -6279528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6279550.500000 Penalty: 5344.312500
	Iteration 59Q: 3 clusters Score -6279550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6279575.500000 Penalty: 5344.312500
	Iteration 60F: 3 clusters Score -6279576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6279585.000000 Penalty: 5344.312500
	Iteration 61Q: 3 clusters Score -6279585 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6279601.000000 Penalty: 5344.312500
	Iteration 62Q: 3 clusters Score -6279601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6279621.000000 Penalty: 5344.312500
	Iteration 63Q: 3 clusters Score -6279621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -6279621.500000 Penalty: 5344.312500
	Iteration 64Q: 3 clusters Score -6279622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -6279625.500000 Penalty: 5344.312500
	Iteration 65Q: 3 clusters Score -6279626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6279639.500000 Penalty: 5344.312500
	Iteration 66Q: 3 clusters Score -6279640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -6279635.500000 Penalty: 5344.312500
	Iteration 67Q: 3 clusters Score -6279636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -6279639.500000 Penalty: 5344.312500
	Iteration 68Q: 3 clusters Score -6279640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6279654.000000 Penalty: 5344.312500
	Iteration 69Q: 3 clusters Score -6279654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6279655.000000 Penalty: 5344.312500
	Iteration 70Q: 3 clusters Score -6279655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6279661.000000 Penalty: 5344.312500
	Iteration 71Q: 3 clusters Score -6279661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6279647.500000 Penalty: 5344.312500
	Iteration 72Q: 3 clusters Score -6279648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6279633.500000 Penalty: 5344.312500
	Iteration 73Q: 3 clusters Score -6279634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -6279645.000000 Penalty: 5344.312500
	Iteration 74Q: 3 clusters Score -6279645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6279635.000000 Penalty: 5344.312500
	Iteration 75Q: 3 clusters Score -6279635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -6279634.000000 Penalty: 5344.312500
	Iteration 76Q: 3 clusters Score -6279634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6279638.000000 Penalty: 5344.312500
	Iteration 77Q: 3 clusters Score -6279638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6279640.000000 Penalty: 5344.312500
	Iteration 78Q: 3 clusters Score -6279640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6279645.000000 Penalty: 5344.312500
	Iteration 79Q: 3 clusters Score -6279645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6279651.000000 Penalty: 5344.312500
	Iteration 80F: 3 clusters Score -6279651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -6279653.000000 Penalty: 5344.312500
	Iteration 81Q: 3 clusters Score -6279653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -6279650.000000 Penalty: 5344.312500
	Iteration 82Q: 3 clusters Score -6279650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6279652.500000 Penalty: 5344.312500
	Iteration 83Q: 3 clusters Score -6279652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6279652.500000 Penalty: 5344.312500
	Iteration 84F: 3 clusters Score -6279652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Entering Unmasked Estep 
Score: -1919156.250000 Penalty: 2387.612793
	Iteration 0F: 2 clusters Score -1919156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1908131.875000 Penalty: 4775.225586
	Iteration 0F: 3 clusters Score -1908132 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1911729.500000 Penalty: 4775.225586
	Iteration 1F: 3 clusters Score -1911730 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1912115.125000 Penalty: 4775.225586
	Iteration 2F: 3 clusters Score -1912115 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1912397.500000 Penalty: 4775.225586
	Iteration 3Q: 3 clusters Score -1912398 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1912688.250000 Penalty: 4775.225586
	Iteration 4Q: 3 clusters Score -1912688 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1912977.375000 Penalty: 4775.225586
	Iteration 5Q: 3 clusters Score -1912977 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1913314.750000 Penalty: 4775.225586
	Iteration 6Q: 3 clusters Score -1913315 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1913693.500000 Penalty: 4775.225586
	Iteration 7Q: 3 clusters Score -1913694 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1914118.375000 Penalty: 4775.225586
	Iteration 8Q: 3 clusters Score -1914118 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1914524.250000 Penalty: 4775.225586
	Iteration 9Q: 3 clusters Score -1914524 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1914897.375000 Penalty: 4775.225586
	Iteration 10Q: 3 clusters Score -1914897 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1915256.125000 Penalty: 4775.225586
	Iteration 11Q: 3 clusters Score -1915256 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1915600.625000 Penalty: 4775.225586
	Iteration 12Q: 3 clusters Score -1915601 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1915956.000000 Penalty: 4775.225586
	Iteration 13Q: 3 clusters Score -1915956 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1916395.750000 Penalty: 4775.225586
	Iteration 14Q: 3 clusters Score -1916396 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1916963.125000 Penalty: 4775.225586
	Iteration 15Q: 3 clusters Score -1916963 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1917430.000000 Penalty: 4775.225586
	Iteration 16Q: 3 clusters Score -1917430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1917675.875000 Penalty: 4775.225586
	Iteration 17Q: 3 clusters Score -1917676 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1917783.500000 Penalty: 4775.225586
	Iteration 18Q: 3 clusters Score -1917784 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1917844.000000 Penalty: 4775.225586
	Iteration 19Q: 3 clusters Score -1917844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1917887.125000 Penalty: 4775.225586
	Iteration 20F: 3 clusters Score -1917887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1917907.875000 Penalty: 4775.225586
	Iteration 21Q: 3 clusters Score -1917908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1917917.625000 Penalty: 4775.225586
	Iteration 22Q: 3 clusters Score -1917918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1917924.875000 Penalty: 4775.225586
	Iteration 23Q: 3 clusters Score -1917925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1917929.500000 Penalty: 4775.225586
	Iteration 24Q: 3 clusters Score -1917930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1917936.875000 Penalty: 4775.225586
	Iteration 25Q: 3 clusters Score -1917937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1917938.125000 Penalty: 4775.225586
	Iteration 26Q: 3 clusters Score -1917938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1917942.375000 Penalty: 4775.225586
	Iteration 27Q: 3 clusters Score -1917942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1917943.500000 Penalty: 4775.225586
	Iteration 28Q: 3 clusters Score -1917944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1917944.250000 Penalty: 4775.225586
	Iteration 29Q: 3 clusters Score -1917944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1917946.000000 Penalty: 4775.225586
	Iteration 30Q: 3 clusters Score -1917946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1917947.000000 Penalty: 4775.225586
	Iteration 31Q: 3 clusters Score -1917947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1917945.250000 Penalty: 4775.225586
	Iteration 32Q: 3 clusters Score -1917945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1917946.375000 Penalty: 4775.225586
	Iteration 33Q: 3 clusters Score -1917946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1917942.125000 Penalty: 4775.225586
	Iteration 34Q: 3 clusters Score -1917942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1917945.750000 Penalty: 4775.225586
	Iteration 35Q: 3 clusters Score -1917946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1917949.500000 Penalty: 4775.225586
	Iteration 36Q: 3 clusters Score -1917950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1917950.750000 Penalty: 4775.225586
	Iteration 37Q: 3 clusters Score -1917951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1917952.125000 Penalty: 4775.225586
	Iteration 38Q: 3 clusters Score -1917952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1917948.500000 Penalty: 4775.225586
	Iteration 39Q: 3 clusters Score -1917948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1917952.625000 Penalty: 4775.225586
	Iteration 40F: 3 clusters Score -1917953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1917951.125000 Penalty: 4775.225586
	Iteration 41Q: 3 clusters Score -1917951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1917953.875000 Penalty: 4775.225586
	Iteration 42Q: 3 clusters Score -1917954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1917953.500000 Penalty: 4775.225586
	Iteration 43Q: 3 clusters Score -1917954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1917953.500000 Penalty: 4775.225586
	Iteration 44F: 3 clusters Score -1917954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Entering Unmasked Estep 
Score: -5729084.000000 Penalty: 2649.360352
	Iteration 0F: 2 clusters Score -5729084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5699573.000000 Penalty: 5298.720703
	Iteration 0F: 3 clusters Score -5699573 nChanged 20039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5710586.000000 Penalty: 5298.720703
	Iteration 1F: 3 clusters Score -5710586 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5711079.500000 Penalty: 5298.720703
	Iteration 2Q: 3 clusters Score -5711080 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5711587.000000 Penalty: 5298.720703
	Iteration 3Q: 3 clusters Score -5711587 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5712077.500000 Penalty: 5298.720703
	Iteration 4Q: 3 clusters Score -5712078 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5712635.000000 Penalty: 5298.720703
	Iteration 5Q: 3 clusters Score -5712635 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5713345.000000 Penalty: 5298.720703
	Iteration 6Q: 3 clusters Score -5713345 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5714362.000000 Penalty: 5298.720703
	Iteration 7Q: 3 clusters Score -5714362 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -5715714.000000 Penalty: 5298.720703
	Iteration 8F: 3 clusters Score -5715714 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5717532.000000 Penalty: 5298.720703
	Iteration 9F: 3 clusters Score -5717532 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -5719740.000000 Penalty: 5298.720703
	Iteration 10F: 3 clusters Score -5719740 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -5721789.000000 Penalty: 5298.720703
	Iteration 11F: 3 clusters Score -5721789 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -5723277.000000 Penalty: 5298.720703
	Iteration 12Q: 3 clusters Score -5723277 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -5724101.500000 Penalty: 5298.720703
	Iteration 13Q: 3 clusters Score -5724102 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5724547.500000 Penalty: 5298.720703
	Iteration 14Q: 3 clusters Score -5724548 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5724894.000000 Penalty: 5298.720703
	Iteration 15Q: 3 clusters Score -5724894 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5725109.000000 Penalty: 5298.720703
	Iteration 16Q: 3 clusters Score -5725109 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5725299.500000 Penalty: 5298.720703
	Iteration 17Q: 3 clusters Score -5725300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5725466.500000 Penalty: 5298.720703
	Iteration 18Q: 3 clusters Score -5725466 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5725633.000000 Penalty: 5298.720703
	Iteration 19Q: 3 clusters Score -5725633 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5725773.500000 Penalty: 5298.720703
	Iteration 20F: 3 clusters Score -5725774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5725859.000000 Penalty: 5298.720703
	Iteration 21Q: 3 clusters Score -5725859 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5725979.500000 Penalty: 5298.720703
	Iteration 22Q: 3 clusters Score -5725980 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5726092.500000 Penalty: 5298.720703
	Iteration 23Q: 3 clusters Score -5726092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5726189.500000 Penalty: 5298.720703
	Iteration 24Q: 3 clusters Score -5726190 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5726281.000000 Penalty: 5298.720703
	Iteration 25Q: 3 clusters Score -5726281 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5726362.500000 Penalty: 5298.720703
	Iteration 26Q: 3 clusters Score -5726362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5726417.000000 Penalty: 5298.720703
	Iteration 27Q: 3 clusters Score -5726417 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5726456.500000 Penalty: 5298.720703
	Iteration 28Q: 3 clusters Score -5726456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5726496.500000 Penalty: 5298.720703
	Iteration 29Q: 3 clusters Score -5726496 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5726551.000000 Penalty: 5298.720703
	Iteration 30Q: 3 clusters Score -5726551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5726585.500000 Penalty: 5298.720703
	Iteration 31Q: 3 clusters Score -5726586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -5726612.000000 Penalty: 5298.720703
	Iteration 32Q: 3 clusters Score -5726612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5726646.000000 Penalty: 5298.720703
	Iteration 33Q: 3 clusters Score -5726646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5726665.500000 Penalty: 5298.720703
	Iteration 34Q: 3 clusters Score -5726666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5726674.000000 Penalty: 5298.720703
	Iteration 35Q: 3 clusters Score -5726674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5726678.500000 Penalty: 5298.720703
	Iteration 36Q: 3 clusters Score -5726678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5726689.500000 Penalty: 5298.720703
	Iteration 37Q: 3 clusters Score -5726690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5726703.000000 Penalty: 5298.720703
	Iteration 38Q: 3 clusters Score -5726703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5726709.500000 Penalty: 5298.720703
	Iteration 39Q: 3 clusters Score -5726710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5726721.000000 Penalty: 5298.720703
	Iteration 40F: 3 clusters Score -5726721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5726725.500000 Penalty: 5298.720703
	Iteration 41Q: 3 clusters Score -5726726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5726731.000000 Penalty: 5298.720703
	Iteration 42Q: 3 clusters Score -5726731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5726738.500000 Penalty: 5298.720703
	Iteration 43Q: 3 clusters Score -5726738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5726745.000000 Penalty: 5298.720703
	Iteration 44Q: 3 clusters Score -5726745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5726748.000000 Penalty: 5298.720703
	Iteration 45Q: 3 clusters Score -5726748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5726755.500000 Penalty: 5298.720703
	Iteration 46Q: 3 clusters Score -5726756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -5726762.500000 Penalty: 5298.720703
	Iteration 47Q: 3 clusters Score -5726762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5726758.500000 Penalty: 5298.720703
	Iteration 48Q: 3 clusters Score -5726758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5726765.000000 Penalty: 5298.720703
	Iteration 49Q: 3 clusters Score -5726765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5726768.000000 Penalty: 5298.720703
	Iteration 50Q: 3 clusters Score -5726768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5726776.500000 Penalty: 5298.720703
	Iteration 51Q: 3 clusters Score -5726776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -5726782.500000 Penalty: 5298.720703
	Iteration 52Q: 3 clusters Score -5726782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5726787.000000 Penalty: 5298.720703
	Iteration 53Q: 3 clusters Score -5726787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5726783.500000 Penalty: 5298.720703
	Iteration 54Q: 3 clusters Score -5726784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5726785.000000 Penalty: 5298.720703
	Iteration 55Q: 3 clusters Score -5726785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5726795.500000 Penalty: 5298.720703
	Iteration 56Q: 3 clusters Score -5726796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5726800.000000 Penalty: 5298.720703
	Iteration 57Q: 3 clusters Score -5726800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5726802.000000 Penalty: 5298.720703
	Iteration 58Q: 3 clusters Score -5726802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5726798.500000 Penalty: 5298.720703
	Iteration 59Q: 3 clusters Score -5726798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5726813.000000 Penalty: 5298.720703
	Iteration 60F: 3 clusters Score -5726813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5726820.000000 Penalty: 5298.720703
	Iteration 61Q: 3 clusters Score -5726820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5726833.000000 Penalty: 5298.720703
	Iteration 62Q: 3 clusters Score -5726833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5726836.000000 Penalty: 5298.720703
	Iteration 63Q: 3 clusters Score -5726836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5726843.500000 Penalty: 5298.720703
	Iteration 64Q: 3 clusters Score -5726844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5726849.000000 Penalty: 5298.720703
	Iteration 65Q: 3 clusters Score -5726849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5726865.500000 Penalty: 5298.720703
	Iteration 66Q: 3 clusters Score -5726866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5726851.500000 Penalty: 5298.720703
	Iteration 67Q: 3 clusters Score -5726852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5726858.000000 Penalty: 5298.720703
	Iteration 68Q: 3 clusters Score -5726858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5726869.000000 Penalty: 5298.720703
	Iteration 69Q: 3 clusters Score -5726869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5726868.000000 Penalty: 5298.720703
	Iteration 70Q: 3 clusters Score -5726868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5726874.000000 Penalty: 5298.720703
	Iteration 71Q: 3 clusters Score -5726874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5726870.000000 Penalty: 5298.720703
	Iteration 72Q: 3 clusters Score -5726870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5726869.000000 Penalty: 5298.720703
	Iteration 73Q: 3 clusters Score -5726869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5726868.500000 Penalty: 5298.720703
	Iteration 74Q: 3 clusters Score -5726868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5726874.000000 Penalty: 5298.720703
	Iteration 75Q: 3 clusters Score -5726874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5726870.500000 Penalty: 5298.720703
	Iteration 76Q: 3 clusters Score -5726870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5726870.500000 Penalty: 5298.720703
	Iteration 77F: 3 clusters Score -5726870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -101283.632812 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -101283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99510.117188 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -99510.12 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100131.023438 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -100131 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100852.132812 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -100852.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101615.476562 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -101615.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102121.179688 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -102121.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102294.203125 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -102294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102331.421875 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -102331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102336.968750 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -102337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102336.968750 Penalty: 3369.002930
	Iteration 8F: 3 clusters Score -102337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 353871 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 55219 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 47802 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 43604 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 15506 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 457 members 
Entering Unmasked Estep 
Score: -104952664.000000 Penalty: 118401.421875
Splitting cluster 25 changes total score from -104953384.000000 to -104952664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -579761.000000 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -579761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -574919.375000 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -574919.4 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -576338.375000 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -576338.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -576923.437500 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -576923.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -577379.250000 Penalty: 4265.539551
	Iteration 3F: 3 clusters Score -577379.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -577767.875000 Penalty: 4265.539551
	Iteration 4F: 3 clusters Score -577767.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -578043.437500 Penalty: 4265.539551
	Iteration 5F: 3 clusters Score -578043.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -578179.937500 Penalty: 4265.539551
	Iteration 6Q: 3 clusters Score -578179.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -578250.187500 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -578250.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -578295.312500 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -578295.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -578326.312500 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -578326.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -578353.125000 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -578353.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -578370.812500 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -578370.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -578385.687500 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -578385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -578394.125000 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -578394.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -578403.312500 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -578403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -578407.687500 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -578407.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -578414.375000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -578414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -578427.875000 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -578427.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -578435.437500 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -578435.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -578443.812500 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -578443.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -578448.125000 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -578448.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -578453.187500 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -578453.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -578458.187500 Penalty: 4265.539551
	Iteration 22Q: 3 clusters Score -578458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -578460.562500 Penalty: 4265.539551
	Iteration 23Q: 3 clusters Score -578460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578463.625000 Penalty: 4265.539551
	Iteration 24Q: 3 clusters Score -578463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -578464.375000 Penalty: 4265.539551
	Iteration 25Q: 3 clusters Score -578464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -578465.937500 Penalty: 4265.539551
	Iteration 26Q: 3 clusters Score -578465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -578466.187500 Penalty: 4265.539551
	Iteration 27Q: 3 clusters Score -578466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -578468.687500 Penalty: 4265.539551
	Iteration 28Q: 3 clusters Score -578468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -578469.437500 Penalty: 4265.539551
	Iteration 29Q: 3 clusters Score -578469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -578469.562500 Penalty: 4265.539551
	Iteration 30Q: 3 clusters Score -578469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -578471.125000 Penalty: 4265.539551
	Iteration 31Q: 3 clusters Score -578471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -578475.625000 Penalty: 4265.539551
	Iteration 32Q: 3 clusters Score -578475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -578476.312500 Penalty: 4265.539551
	Iteration 33Q: 3 clusters Score -578476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -578478.750000 Penalty: 4265.539551
	Iteration 34Q: 3 clusters Score -578478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -578478.500000 Penalty: 4265.539551
	Iteration 35Q: 3 clusters Score -578478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -578478.625000 Penalty: 4265.539551
	Iteration 36Q: 3 clusters Score -578478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -578478.625000 Penalty: 4265.539551
	Iteration 37F: 3 clusters Score -578478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Entering Unmasked Estep 
Score: -1742392.250000 Penalty: 2392.947510
	Iteration 0F: 2 clusters Score -1742392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1731275.750000 Penalty: 4785.895020
	Iteration 0F: 3 clusters Score -1731276 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1735031.000000 Penalty: 4785.895020
	Iteration 1F: 3 clusters Score -1735031 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1735556.500000 Penalty: 4785.895020
	Iteration 2F: 3 clusters Score -1735556 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1736101.500000 Penalty: 4785.895020
	Iteration 3F: 3 clusters Score -1736102 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1736643.875000 Penalty: 4785.895020
	Iteration 4F: 3 clusters Score -1736644 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1737131.625000 Penalty: 4785.895020
	Iteration 5F: 3 clusters Score -1737132 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1737583.750000 Penalty: 4785.895020
	Iteration 6F: 3 clusters Score -1737584 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1738013.875000 Penalty: 4785.895020
	Iteration 7Q: 3 clusters Score -1738014 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1738411.500000 Penalty: 4785.895020
	Iteration 8Q: 3 clusters Score -1738412 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1738763.875000 Penalty: 4785.895020
	Iteration 9Q: 3 clusters Score -1738764 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1739079.500000 Penalty: 4785.895020
	Iteration 10Q: 3 clusters Score -1739080 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1739364.375000 Penalty: 4785.895020
	Iteration 11Q: 3 clusters Score -1739364 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1739580.875000 Penalty: 4785.895020
	Iteration 12Q: 3 clusters Score -1739581 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1739777.875000 Penalty: 4785.895020
	Iteration 13Q: 3 clusters Score -1739778 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1739925.500000 Penalty: 4785.895020
	Iteration 14Q: 3 clusters Score -1739926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1740030.375000 Penalty: 4785.895020
	Iteration 15Q: 3 clusters Score -1740030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1740110.750000 Penalty: 4785.895020
	Iteration 16Q: 3 clusters Score -1740111 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1740174.375000 Penalty: 4785.895020
	Iteration 17Q: 3 clusters Score -1740174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1740234.125000 Penalty: 4785.895020
	Iteration 18Q: 3 clusters Score -1740234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1740289.000000 Penalty: 4785.895020
	Iteration 19Q: 3 clusters Score -1740289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1740335.875000 Penalty: 4785.895020
	Iteration 20F: 3 clusters Score -1740336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1740368.375000 Penalty: 4785.895020
	Iteration 21Q: 3 clusters Score -1740368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1740405.375000 Penalty: 4785.895020
	Iteration 22Q: 3 clusters Score -1740405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1740429.500000 Penalty: 4785.895020
	Iteration 23Q: 3 clusters Score -1740430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1740450.625000 Penalty: 4785.895020
	Iteration 24Q: 3 clusters Score -1740451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1740465.500000 Penalty: 4785.895020
	Iteration 25Q: 3 clusters Score -1740466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1740474.125000 Penalty: 4785.895020
	Iteration 26Q: 3 clusters Score -1740474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1740489.625000 Penalty: 4785.895020
	Iteration 27Q: 3 clusters Score -1740490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1740504.875000 Penalty: 4785.895020
	Iteration 28Q: 3 clusters Score -1740505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1740507.750000 Penalty: 4785.895020
	Iteration 29Q: 3 clusters Score -1740508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1740514.000000 Penalty: 4785.895020
	Iteration 30Q: 3 clusters Score -1740514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1740520.500000 Penalty: 4785.895020
	Iteration 31Q: 3 clusters Score -1740520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1740527.375000 Penalty: 4785.895020
	Iteration 32Q: 3 clusters Score -1740527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1740531.000000 Penalty: 4785.895020
	Iteration 33Q: 3 clusters Score -1740531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1740537.875000 Penalty: 4785.895020
	Iteration 34Q: 3 clusters Score -1740538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1740542.375000 Penalty: 4785.895020
	Iteration 35Q: 3 clusters Score -1740542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1740552.625000 Penalty: 4785.895020
	Iteration 36Q: 3 clusters Score -1740553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1740556.875000 Penalty: 4785.895020
	Iteration 37Q: 3 clusters Score -1740557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1740562.625000 Penalty: 4785.895020
	Iteration 38Q: 3 clusters Score -1740563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1740567.250000 Penalty: 4785.895020
	Iteration 39Q: 3 clusters Score -1740567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1740576.375000 Penalty: 4785.895020
	Iteration 40F: 3 clusters Score -1740576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1740574.125000 Penalty: 4785.895020
	Iteration 41Q: 3 clusters Score -1740574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1740576.500000 Penalty: 4785.895020
	Iteration 42Q: 3 clusters Score -1740576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1740578.375000 Penalty: 4785.895020
	Iteration 43Q: 3 clusters Score -1740578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1740583.625000 Penalty: 4785.895020
	Iteration 44Q: 3 clusters Score -1740584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1740584.375000 Penalty: 4785.895020
	Iteration 45Q: 3 clusters Score -1740584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1740585.250000 Penalty: 4785.895020
	Iteration 46Q: 3 clusters Score -1740585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1740584.125000 Penalty: 4785.895020
	Iteration 47Q: 3 clusters Score -1740584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1740587.750000 Penalty: 4785.895020
	Iteration 48Q: 3 clusters Score -1740588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1740586.000000 Penalty: 4785.895020
	Iteration 49Q: 3 clusters Score -1740586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1740586.000000 Penalty: 4785.895020
	Iteration 50F: 3 clusters Score -1740586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1317763.625000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1317764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1309748.000000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1309748 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1311998.625000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1311999 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1312317.375000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1312317 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1312655.375000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1312655 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1313087.875000 Penalty: 4589.591309
	Iteration 4F: 3 clusters Score -1313088 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1313611.125000 Penalty: 4589.591309
	Iteration 5F: 3 clusters Score -1313611 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1314147.750000 Penalty: 4589.591309
	Iteration 6F: 3 clusters Score -1314148 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1314522.250000 Penalty: 4589.591309
	Iteration 7F: 3 clusters Score -1314522 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1314807.375000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1314807 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1315079.000000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1315079 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1315313.625000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1315314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1315537.625000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1315538 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1315755.250000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1315755 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1315981.000000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1315981 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1316185.250000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1316185 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1316374.500000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1316374 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1316547.375000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1316547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1316677.000000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1316677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1316771.875000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1316772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1316841.625000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1316842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1316888.750000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1316889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1316922.750000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1316923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1316953.125000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1316953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1316985.125000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1316985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1317003.125000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1317003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1317008.125000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1317008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1317015.125000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1317015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1317020.125000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1317020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1317030.375000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1317030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1317037.750000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1317038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1317044.125000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -1317044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1317047.000000 Penalty: 4589.591309
	Iteration 31Q: 3 clusters Score -1317047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1317055.375000 Penalty: 4589.591309
	Iteration 32Q: 3 clusters Score -1317055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1317057.375000 Penalty: 4589.591309
	Iteration 33Q: 3 clusters Score -1317057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1317060.500000 Penalty: 4589.591309
	Iteration 34Q: 3 clusters Score -1317060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1317061.875000 Penalty: 4589.591309
	Iteration 35Q: 3 clusters Score -1317062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1317062.000000 Penalty: 4589.591309
	Iteration 36Q: 3 clusters Score -1317062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1317063.750000 Penalty: 4589.591309
	Iteration 37Q: 3 clusters Score -1317064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1317066.875000 Penalty: 4589.591309
	Iteration 38Q: 3 clusters Score -1317067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1317066.875000 Penalty: 4589.591309
	Iteration 39F: 3 clusters Score -1317067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -90726.296875 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -90726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88946.851562 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -88946.85 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89401.515625 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -89401.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89545.664062 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -89545.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89632.664062 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -89632.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89711.335938 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -89711.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89742.859375 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -89742.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89771.195312 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -89771.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89800.585938 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -89800.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89821.429688 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -89821.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89843.117188 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -89843.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89858.070312 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -89858.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89890.164062 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -89890.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89916.679688 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -89916.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89935.539062 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -89935.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89959.460938 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -89959.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89976.968750 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -89976.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89983.125000 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -89983.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -89998.125000 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -89998.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90005.679688 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -90005.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90007.703125 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -90007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -90013.257812 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -90013.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90015.906250 Penalty: 3415.719727
	Iteration 21Q: 3 clusters Score -90015.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90018.304688 Penalty: 3415.719727
	Iteration 22Q: 3 clusters Score -90018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90023.468750 Penalty: 3415.719727
	Iteration 23Q: 3 clusters Score -90023.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90028.890625 Penalty: 3415.719727
	Iteration 24Q: 3 clusters Score -90028.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90034.953125 Penalty: 3415.719727
	Iteration 25Q: 3 clusters Score -90034.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90039.992188 Penalty: 3415.719727
	Iteration 26Q: 3 clusters Score -90039.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90047.726562 Penalty: 3415.719727
	Iteration 27Q: 3 clusters Score -90047.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90047.726562 Penalty: 3415.719727
	Iteration 28F: 3 clusters Score -90047.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -447557.187500 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -447557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -444010.031250 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -444010 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -444762.000000 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -444762 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -444924.812500 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -444924.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -445007.781250 Penalty: 4054.792480
	Iteration 3Q: 3 clusters Score -445007.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -445054.906250 Penalty: 4054.792480
	Iteration 4Q: 3 clusters Score -445054.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -445090.781250 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -445090.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -445120.093750 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -445120.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -445134.968750 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -445135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -445145.843750 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -445145.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -445153.187500 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -445153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -445159.375000 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -445159.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -445163.625000 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -445163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -445166.875000 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -445166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -445169.625000 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -445169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -445172.312500 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -445172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -445175.343750 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -445175.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -445180.250000 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -445180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -445183.000000 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -445183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -445185.281250 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -445185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -445187.656250 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -445187.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -445191.843750 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -445191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -445195.093750 Penalty: 4054.792480
	Iteration 21Q: 3 clusters Score -445195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -445196.531250 Penalty: 4054.792480
	Iteration 22Q: 3 clusters Score -445196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -445196.937500 Penalty: 4054.792480
	Iteration 23Q: 3 clusters Score -445196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -445197.656250 Penalty: 4054.792480
	Iteration 24Q: 3 clusters Score -445197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -445197.656250 Penalty: 4054.792480
	Iteration 25F: 3 clusters Score -445197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Entering Unmasked Estep 
Score: -2300600.500000 Penalty: 2421.542236
	Iteration 0F: 2 clusters Score -2300600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2288042.500000 Penalty: 4843.084473
	Iteration 0F: 3 clusters Score -2288042 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2292265.750000 Penalty: 4843.084473
	Iteration 1F: 3 clusters Score -2292266 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2292625.000000 Penalty: 4843.084473
	Iteration 2F: 3 clusters Score -2292625 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2292876.000000 Penalty: 4843.084473
	Iteration 3Q: 3 clusters Score -2292876 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2293102.500000 Penalty: 4843.084473
	Iteration 4Q: 3 clusters Score -2293102 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2293290.250000 Penalty: 4843.084473
	Iteration 5Q: 3 clusters Score -2293290 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2293454.000000 Penalty: 4843.084473
	Iteration 6Q: 3 clusters Score -2293454 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2293593.250000 Penalty: 4843.084473
	Iteration 7Q: 3 clusters Score -2293593 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2293743.000000 Penalty: 4843.084473
	Iteration 8Q: 3 clusters Score -2293743 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2293922.000000 Penalty: 4843.084473
	Iteration 9Q: 3 clusters Score -2293922 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2294154.750000 Penalty: 4843.084473
	Iteration 10Q: 3 clusters Score -2294155 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2294469.500000 Penalty: 4843.084473
	Iteration 11Q: 3 clusters Score -2294470 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2294867.250000 Penalty: 4843.084473
	Iteration 12Q: 3 clusters Score -2294867 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2295348.250000 Penalty: 4843.084473
	Iteration 13Q: 3 clusters Score -2295348 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2295847.500000 Penalty: 4843.084473
	Iteration 14Q: 3 clusters Score -2295848 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2296293.000000 Penalty: 4843.084473
	Iteration 15Q: 3 clusters Score -2296293 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2296602.000000 Penalty: 4843.084473
	Iteration 16Q: 3 clusters Score -2296602 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2296774.750000 Penalty: 4843.084473
	Iteration 17Q: 3 clusters Score -2296775 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2296875.250000 Penalty: 4843.084473
	Iteration 18Q: 3 clusters Score -2296875 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2296949.250000 Penalty: 4843.084473
	Iteration 19Q: 3 clusters Score -2296949 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2297019.500000 Penalty: 4843.084473
	Iteration 20F: 3 clusters Score -2297020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2297066.500000 Penalty: 4843.084473
	Iteration 21Q: 3 clusters Score -2297066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2297134.000000 Penalty: 4843.084473
	Iteration 22Q: 3 clusters Score -2297134 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2297184.750000 Penalty: 4843.084473
	Iteration 23Q: 3 clusters Score -2297185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2297222.750000 Penalty: 4843.084473
	Iteration 24Q: 3 clusters Score -2297223 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2297285.250000 Penalty: 4843.084473
	Iteration 25Q: 3 clusters Score -2297285 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2297337.500000 Penalty: 4843.084473
	Iteration 26Q: 3 clusters Score -2297338 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2297399.000000 Penalty: 4843.084473
	Iteration 27Q: 3 clusters Score -2297399 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2297461.250000 Penalty: 4843.084473
	Iteration 28Q: 3 clusters Score -2297461 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2297498.750000 Penalty: 4843.084473
	Iteration 29Q: 3 clusters Score -2297499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2297541.000000 Penalty: 4843.084473
	Iteration 30Q: 3 clusters Score -2297541 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2297575.500000 Penalty: 4843.084473
	Iteration 31Q: 3 clusters Score -2297576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2297620.750000 Penalty: 4843.084473
	Iteration 32Q: 3 clusters Score -2297621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2297670.000000 Penalty: 4843.084473
	Iteration 33Q: 3 clusters Score -2297670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2297713.500000 Penalty: 4843.084473
	Iteration 34Q: 3 clusters Score -2297714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2297738.250000 Penalty: 4843.084473
	Iteration 35Q: 3 clusters Score -2297738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2297775.750000 Penalty: 4843.084473
	Iteration 36Q: 3 clusters Score -2297776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2297804.500000 Penalty: 4843.084473
	Iteration 37Q: 3 clusters Score -2297804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2297834.250000 Penalty: 4843.084473
	Iteration 38Q: 3 clusters Score -2297834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2297857.750000 Penalty: 4843.084473
	Iteration 39Q: 3 clusters Score -2297858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2297898.750000 Penalty: 4843.084473
	Iteration 40F: 3 clusters Score -2297899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2297930.500000 Penalty: 4843.084473
	Iteration 41Q: 3 clusters Score -2297930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2297960.750000 Penalty: 4843.084473
	Iteration 42Q: 3 clusters Score -2297961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2297994.750000 Penalty: 4843.084473
	Iteration 43Q: 3 clusters Score -2297995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2298024.000000 Penalty: 4843.084473
	Iteration 44Q: 3 clusters Score -2298024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2298040.750000 Penalty: 4843.084473
	Iteration 45Q: 3 clusters Score -2298041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2298069.500000 Penalty: 4843.084473
	Iteration 46Q: 3 clusters Score -2298070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2298089.750000 Penalty: 4843.084473
	Iteration 47Q: 3 clusters Score -2298090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2298117.500000 Penalty: 4843.084473
	Iteration 48Q: 3 clusters Score -2298118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2298165.750000 Penalty: 4843.084473
	Iteration 49Q: 3 clusters Score -2298166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2298204.250000 Penalty: 4843.084473
	Iteration 50Q: 3 clusters Score -2298204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2298229.250000 Penalty: 4843.084473
	Iteration 51Q: 3 clusters Score -2298229 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2298265.500000 Penalty: 4843.084473
	Iteration 52Q: 3 clusters Score -2298266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2298288.000000 Penalty: 4843.084473
	Iteration 53Q: 3 clusters Score -2298288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2298314.250000 Penalty: 4843.084473
	Iteration 54Q: 3 clusters Score -2298314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2298338.500000 Penalty: 4843.084473
	Iteration 55Q: 3 clusters Score -2298338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2298373.500000 Penalty: 4843.084473
	Iteration 56Q: 3 clusters Score -2298374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2298394.500000 Penalty: 4843.084473
	Iteration 57Q: 3 clusters Score -2298394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2298417.250000 Penalty: 4843.084473
	Iteration 58Q: 3 clusters Score -2298417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2298427.000000 Penalty: 4843.084473
	Iteration 59Q: 3 clusters Score -2298427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2298434.500000 Penalty: 4843.084473
	Iteration 60F: 3 clusters Score -2298434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2298451.500000 Penalty: 4843.084473
	Iteration 61Q: 3 clusters Score -2298452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2298472.000000 Penalty: 4843.084473
	Iteration 62Q: 3 clusters Score -2298472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2298484.500000 Penalty: 4843.084473
	Iteration 63Q: 3 clusters Score -2298484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2298503.500000 Penalty: 4843.084473
	Iteration 64Q: 3 clusters Score -2298504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2298521.500000 Penalty: 4843.084473
	Iteration 65Q: 3 clusters Score -2298522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2298538.250000 Penalty: 4843.084473
	Iteration 66Q: 3 clusters Score -2298538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2298552.000000 Penalty: 4843.084473
	Iteration 67Q: 3 clusters Score -2298552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2298571.500000 Penalty: 4843.084473
	Iteration 68Q: 3 clusters Score -2298572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2298586.750000 Penalty: 4843.084473
	Iteration 69Q: 3 clusters Score -2298587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2298608.750000 Penalty: 4843.084473
	Iteration 70Q: 3 clusters Score -2298609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2298631.500000 Penalty: 4843.084473
	Iteration 71Q: 3 clusters Score -2298632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2298652.750000 Penalty: 4843.084473
	Iteration 72Q: 3 clusters Score -2298653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2298663.500000 Penalty: 4843.084473
	Iteration 73Q: 3 clusters Score -2298664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2298682.750000 Penalty: 4843.084473
	Iteration 74Q: 3 clusters Score -2298683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2298697.000000 Penalty: 4843.084473
	Iteration 75Q: 3 clusters Score -2298697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2298707.250000 Penalty: 4843.084473
	Iteration 76Q: 3 clusters Score -2298707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2298712.000000 Penalty: 4843.084473
	Iteration 77Q: 3 clusters Score -2298712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2298719.000000 Penalty: 4843.084473
	Iteration 78Q: 3 clusters Score -2298719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2298727.250000 Penalty: 4843.084473
	Iteration 79Q: 3 clusters Score -2298727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2298734.500000 Penalty: 4843.084473
	Iteration 80F: 3 clusters Score -2298734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2298740.750000 Penalty: 4843.084473
	Iteration 81Q: 3 clusters Score -2298741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2298743.000000 Penalty: 4843.084473
	Iteration 82Q: 3 clusters Score -2298743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2298747.000000 Penalty: 4843.084473
	Iteration 83Q: 3 clusters Score -2298747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2298746.250000 Penalty: 4843.084473
	Iteration 84Q: 3 clusters Score -2298746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2298746.500000 Penalty: 4843.084473
	Iteration 85Q: 3 clusters Score -2298746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2298753.750000 Penalty: 4843.084473
	Iteration 86Q: 3 clusters Score -2298754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2298755.500000 Penalty: 4843.084473
	Iteration 87Q: 3 clusters Score -2298756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2298758.750000 Penalty: 4843.084473
	Iteration 88Q: 3 clusters Score -2298759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2298761.500000 Penalty: 4843.084473
	Iteration 89Q: 3 clusters Score -2298762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2298766.500000 Penalty: 4843.084473
	Iteration 90Q: 3 clusters Score -2298766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2298774.250000 Penalty: 4843.084473
	Iteration 91Q: 3 clusters Score -2298774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2298780.000000 Penalty: 4843.084473
	Iteration 92Q: 3 clusters Score -2298780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2298786.500000 Penalty: 4843.084473
	Iteration 93Q: 3 clusters Score -2298786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2298795.250000 Penalty: 4843.084473
	Iteration 94Q: 3 clusters Score -2298795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2298794.250000 Penalty: 4843.084473
	Iteration 95Q: 3 clusters Score -2298794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2298794.500000 Penalty: 4843.084473
	Iteration 96Q: 3 clusters Score -2298794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2298802.250000 Penalty: 4843.084473
	Iteration 97Q: 3 clusters Score -2298802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2298803.750000 Penalty: 4843.084473
	Iteration 98Q: 3 clusters Score -2298804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2298804.000000 Penalty: 4843.084473
	Iteration 99Q: 3 clusters Score -2298804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2298804.750000 Penalty: 4843.084473
	Iteration 100F: 3 clusters Score -2298805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2298804.500000 Penalty: 4843.084473
	Iteration 101Q: 3 clusters Score -2298804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2298809.500000 Penalty: 4843.084473
	Iteration 102Q: 3 clusters Score -2298810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2298810.500000 Penalty: 4843.084473
	Iteration 103Q: 3 clusters Score -2298810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2298811.250000 Penalty: 4843.084473
	Iteration 104Q: 3 clusters Score -2298811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2298811.250000 Penalty: 4843.084473
	Iteration 105F: 3 clusters Score -2298811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Entering Unmasked Estep 
Score: -1724869.750000 Penalty: 2349.135254
	Iteration 0F: 2 clusters Score -1724870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1715257.625000 Penalty: 4698.270508
	Iteration 0F: 3 clusters Score -1715258 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1718143.125000 Penalty: 4698.270508
	Iteration 1F: 3 clusters Score -1718143 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1718404.000000 Penalty: 4698.270508
	Iteration 2F: 3 clusters Score -1718404 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1718575.125000 Penalty: 4698.270508
	Iteration 3Q: 3 clusters Score -1718575 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1718706.750000 Penalty: 4698.270508
	Iteration 4Q: 3 clusters Score -1718707 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1718828.750000 Penalty: 4698.270508
	Iteration 5Q: 3 clusters Score -1718829 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1718926.125000 Penalty: 4698.270508
	Iteration 6Q: 3 clusters Score -1718926 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1719036.875000 Penalty: 4698.270508
	Iteration 7Q: 3 clusters Score -1719037 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1719193.750000 Penalty: 4698.270508
	Iteration 8Q: 3 clusters Score -1719194 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1719361.875000 Penalty: 4698.270508
	Iteration 9Q: 3 clusters Score -1719362 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1719547.375000 Penalty: 4698.270508
	Iteration 10Q: 3 clusters Score -1719547 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1719776.000000 Penalty: 4698.270508
	Iteration 11Q: 3 clusters Score -1719776 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1720044.000000 Penalty: 4698.270508
	Iteration 12Q: 3 clusters Score -1720044 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1720365.250000 Penalty: 4698.270508
	Iteration 13Q: 3 clusters Score -1720365 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1720744.750000 Penalty: 4698.270508
	Iteration 14Q: 3 clusters Score -1720745 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1721162.250000 Penalty: 4698.270508
	Iteration 15Q: 3 clusters Score -1721162 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1721579.250000 Penalty: 4698.270508
	Iteration 16Q: 3 clusters Score -1721579 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1721919.000000 Penalty: 4698.270508
	Iteration 17Q: 3 clusters Score -1721919 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1722189.125000 Penalty: 4698.270508
	Iteration 18Q: 3 clusters Score -1722189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1722404.250000 Penalty: 4698.270508
	Iteration 19Q: 3 clusters Score -1722404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1722539.250000 Penalty: 4698.270508
	Iteration 20F: 3 clusters Score -1722539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1722616.750000 Penalty: 4698.270508
	Iteration 21Q: 3 clusters Score -1722617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1722665.750000 Penalty: 4698.270508
	Iteration 22Q: 3 clusters Score -1722666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1722715.500000 Penalty: 4698.270508
	Iteration 23Q: 3 clusters Score -1722716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1722760.625000 Penalty: 4698.270508
	Iteration 24Q: 3 clusters Score -1722761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1722791.000000 Penalty: 4698.270508
	Iteration 25Q: 3 clusters Score -1722791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1722813.500000 Penalty: 4698.270508
	Iteration 26Q: 3 clusters Score -1722814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1722829.875000 Penalty: 4698.270508
	Iteration 27Q: 3 clusters Score -1722830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1722846.500000 Penalty: 4698.270508
	Iteration 28Q: 3 clusters Score -1722846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1722853.250000 Penalty: 4698.270508
	Iteration 29Q: 3 clusters Score -1722853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1722858.875000 Penalty: 4698.270508
	Iteration 30Q: 3 clusters Score -1722859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1722863.250000 Penalty: 4698.270508
	Iteration 31Q: 3 clusters Score -1722863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1722868.375000 Penalty: 4698.270508
	Iteration 32Q: 3 clusters Score -1722868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1722868.375000 Penalty: 4698.270508
	Iteration 33Q: 3 clusters Score -1722868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1722868.875000 Penalty: 4698.270508
	Iteration 34Q: 3 clusters Score -1722869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1722872.875000 Penalty: 4698.270508
	Iteration 35Q: 3 clusters Score -1722873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1722873.000000 Penalty: 4698.270508
	Iteration 36Q: 3 clusters Score -1722873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1722872.500000 Penalty: 4698.270508
	Iteration 37Q: 3 clusters Score -1722872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1722872.875000 Penalty: 4698.270508
	Iteration 38Q: 3 clusters Score -1722873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1722874.625000 Penalty: 4698.270508
	Iteration 39Q: 3 clusters Score -1722875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1722874.625000 Penalty: 4698.270508
	Iteration 40F: 3 clusters Score -1722875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -43663.062500 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -43663.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42303.375000 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -42303.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42609.371094 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -42609.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42722.968750 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -42722.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42785.109375 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -42785.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42816.250000 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -42816.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42826.113281 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -42826.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42835.203125 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -42835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42842.765625 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -42842.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42848.531250 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -42848.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42853.824219 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -42853.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42857.480469 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -42857.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42857.480469 Penalty: 3006.482422
	Iteration 11F: 3 clusters Score -42857.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -72843.609375 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -72843.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71217.109375 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -71217.11 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71459.929688 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -71459.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71571.304688 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -71571.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71704.835938 Penalty: 3210.283691
	Iteration 3F: 3 clusters Score -71704.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71757.953125 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -71757.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71810.546875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -71810.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71855.789062 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -71855.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71876.375000 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -71876.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71908.101562 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -71908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71929.578125 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -71929.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71963.429688 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -71963.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72000.234375 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -72000.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72045.804688 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -72045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72055.976562 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -72055.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72062.796875 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -72062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72068.820312 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -72068.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72073.898438 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -72073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72082.648438 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -72082.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72086.734375 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -72086.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72088.726562 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -72088.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72088.726562 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -72088.73 nChanged 0
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -314837824.000000 Penalty: 124282.023438
24->35 Clusters: Score -314837824.000000, best is -315005824.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 839630 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 35017 members 
Mstep: Class 4 contains 34894 members 
Mstep: Class 5 contains 34902 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 35355 members 
Mstep: Class 8 contains 34959 members 
Mstep: Class 9 contains 34936 members 
Mstep: Class 10 contains 34727 members 
Mstep: Class 11 contains 34641 members 
Mstep: Class 12 contains 35075 members 
Mstep: Class 13 contains 35393 members 
Mstep: Class 14 contains 34992 members 
Mstep: Class 15 contains 34828 members 
Mstep: Class 16 contains 35293 members 
Mstep: Class 17 contains 34776 members 
Mstep: Class 18 contains 35102 members 
Mstep: Class 19 contains 34931 members 
Mstep: Class 20 contains 34975 members 
Mstep: Class 21 contains 35136 members 
Mstep: Class 22 contains 35108 members 
Mstep: Class 23 contains 34900 members 
Mstep: Class 24 contains 34991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 257.431396 but Gain 3382.898438
Score: -98728648.000000 Penalty: 77806.648438
Iteration 0F: 24 clusters Score -9.872865e+07 nChanged 801632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2325 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 33051 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 6 contains 15510 members 
Mstep: Class 7 contains 11851 members 
Mstep: Class 8 contains 26750 members 
Mstep: Class 9 contains 69035 members 
Mstep: Class 10 contains 76894 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 11297 members 
Mstep: Class 13 contains 70609 members 
Mstep: Class 14 contains 49683 members 
Mstep: Class 15 contains 17543 members 
Mstep: Class 16 contains 30673 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 52658 members 
Mstep: Class 19 contains 19773 members 
Mstep: Class 20 contains 7292 members 
Mstep: Class 21 contains 211904 members 
Mstep: Class 22 contains 13829 members 
Mstep: Class 23 contains 18360 members 
Mstep: Class 24 contains 43012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102952984.000000 Penalty: 77806.648438
Iteration 1F: 24 clusters Score -1.02953e+08 nChanged 413760
Entering Unmasked Mstep 
Mstep: Class 0 contains 2182 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 14708 members 
Mstep: Class 9 contains 44964 members 
Mstep: Class 10 contains 71172 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 30825 members 
Mstep: Class 14 contains 28922 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 19032 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 55890 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 18350 members 
Mstep: Class 21 contains 404712 members 
Mstep: Class 22 contains 13691 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 14001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103897904.000000 Penalty: 77806.648438
Iteration 2F: 24 clusters Score -1.038979e+08 nChanged 190962
Entering Unmasked Mstep 
Mstep: Class 0 contains 2153 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13037 members 
Mstep: Class 3 contains 6219 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 16603 members 
Mstep: Class 9 contains 54228 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 18623 members 
Mstep: Class 14 contains 21195 members 
Mstep: Class 15 contains 17242 members 
Mstep: Class 16 contains 13166 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 43585 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 20 contains 16980 members 
Mstep: Class 21 contains 443506 members 
Mstep: Class 22 contains 23046 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 7315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104033072.000000 Penalty: 77806.648438
Iteration 3F: 24 clusters Score -1.040331e+08 nChanged 115301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2132 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 6 contains 14155 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 62655 members 
Mstep: Class 10 contains 83369 members 
Mstep: Class 11 contains 15150 members 
Mstep: Class 12 contains 8895 members 
Mstep: Class 13 contains 16538 members 
Mstep: Class 14 contains 19327 members 
Mstep: Class 15 contains 15990 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 39640 members 
Mstep: Class 19 contains 5333 members 
Mstep: Class 20 contains 12956 members 
Mstep: Class 21 contains 427654 members 
Mstep: Class 22 contains 33711 members 
Mstep: Class 23 contains 3685 members 
Mstep: Class 24 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2946.240234 but Gain 3382.898438
Score: -104211712.000000 Penalty: 74423.750000
Iteration 4F: 23 clusters Score -1.042117e+08 nChanged 80883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2113 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 16324 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 6 contains 16503 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 15883 members 
Mstep: Class 9 contains 67017 members 
Mstep: Class 10 contains 94093 members 
Mstep: Class 11 contains 15268 members 
Mstep: Class 12 contains 9570 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 19975 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 4853 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 36306 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 415062 members 
Mstep: Class 22 contains 42431 members 
Mstep: Class 24 contains 4757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104323344.000000 Penalty: 74423.750000
Iteration 5F: 23 clusters Score -1.043233e+08 nChanged 58732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1997 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16977 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 6 contains 18768 members 
Mstep: Class 7 contains 4314 members 
Mstep: Class 8 contains 15459 members 
Mstep: Class 9 contains 67856 members 
Mstep: Class 10 contains 100858 members 
Mstep: Class 11 contains 14970 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 13 contains 16318 members 
Mstep: Class 14 contains 21303 members 
Mstep: Class 15 contains 8302 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 33763 members 
Mstep: Class 19 contains 5502 members 
Mstep: Class 20 contains 10564 members 
Mstep: Class 21 contains 405630 members 
Mstep: Class 22 contains 49311 members 
Mstep: Class 24 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104404504.000000 Penalty: 74423.750000
Iteration 6F: 23 clusters Score -1.044045e+08 nChanged 47012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1595 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 17288 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 4212 members 
Mstep: Class 6 contains 21228 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 15275 members 
Mstep: Class 9 contains 67557 members 
Mstep: Class 10 contains 105367 members 
Mstep: Class 11 contains 14556 members 
Mstep: Class 12 contains 9817 members 
Mstep: Class 13 contains 16812 members 
Mstep: Class 14 contains 22773 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 18 contains 32021 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 10194 members 
Mstep: Class 21 contains 398656 members 
Mstep: Class 22 contains 53930 members 
Mstep: Class 24 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104503656.000000 Penalty: 74423.750000
Iteration 7F: 23 clusters Score -1.045037e+08 nChanged 40256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 17264 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 6 contains 23753 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 15210 members 
Mstep: Class 9 contains 66999 members 
Mstep: Class 10 contains 108602 members 
Mstep: Class 11 contains 14196 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 17609 members 
Mstep: Class 14 contains 24015 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 31232 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 392950 members 
Mstep: Class 22 contains 56622 members 
Mstep: Class 24 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104568104.000000 Penalty: 74423.750000
Iteration 8Q: 23 clusters Score -1.045681e+08 nChanged 35035
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 17055 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 6 contains 25678 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 15128 members 
Mstep: Class 9 contains 66983 members 
Mstep: Class 10 contains 111370 members 
Mstep: Class 11 contains 13970 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 25132 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 31365 members 
Mstep: Class 19 contains 6322 members 
Mstep: Class 20 contains 10009 members 
Mstep: Class 21 contains 387628 members 
Mstep: Class 22 contains 57551 members 
Mstep: Class 24 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104607424.000000 Penalty: 74423.750000
Iteration 9Q: 23 clusters Score -1.046074e+08 nChanged 29899
Entering Unmasked Mstep 
Mstep: Class 0 contains 994 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 16805 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 6 contains 26976 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 14985 members 
Mstep: Class 9 contains 67309 members 
Mstep: Class 10 contains 113760 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 9317 members 
Mstep: Class 13 contains 18055 members 
Mstep: Class 14 contains 26063 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 4475 members 
Mstep: Class 18 contains 32412 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 382966 members 
Mstep: Class 22 contains 57166 members 
Mstep: Class 24 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104637720.000000 Penalty: 74423.750000
Iteration 10Q: 23 clusters Score -1.046377e+08 nChanged 25929
Entering Unmasked Mstep 
Mstep: Class 0 contains 994 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 16507 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 6 contains 27890 members 
Mstep: Class 7 contains 4924 members 
Mstep: Class 8 contains 14830 members 
Mstep: Class 9 contains 67474 members 
Mstep: Class 10 contains 115528 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 17488 members 
Mstep: Class 14 contains 27032 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 34210 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 378975 members 
Mstep: Class 22 contains 56091 members 
Mstep: Class 24 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104660040.000000 Penalty: 74423.750000
Iteration 11Q: 23 clusters Score -1.0466e+08 nChanged 22378
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 16240 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 6 contains 28572 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 8 contains 14621 members 
Mstep: Class 9 contains 67627 members 
Mstep: Class 10 contains 116853 members 
Mstep: Class 11 contains 13553 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 16830 members 
Mstep: Class 14 contains 27841 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 36325 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 375565 members 
Mstep: Class 22 contains 54776 members 
Mstep: Class 24 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104677528.000000 Penalty: 74423.750000
Iteration 12Q: 23 clusters Score -1.046775e+08 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 991 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 15951 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 6 contains 29117 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 14431 members 
Mstep: Class 9 contains 67790 members 
Mstep: Class 10 contains 117868 members 
Mstep: Class 11 contains 13589 members 
Mstep: Class 12 contains 8902 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 28534 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 5417 members 
Mstep: Class 18 contains 38527 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 372476 members 
Mstep: Class 22 contains 53467 members 
Mstep: Class 24 contains 5864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691824.000000 Penalty: 74423.750000
Iteration 13Q: 23 clusters Score -1.046918e+08 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 990 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 1296 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 6 contains 29530 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 14258 members 
Mstep: Class 9 contains 68066 members 
Mstep: Class 10 contains 118600 members 
Mstep: Class 11 contains 13614 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 15505 members 
Mstep: Class 14 contains 29241 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 40583 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 369537 members 
Mstep: Class 22 contains 52244 members 
Mstep: Class 24 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104703128.000000 Penalty: 74423.750000
Iteration 14Q: 23 clusters Score -1.047031e+08 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 991 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 15709 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 14066 members 
Mstep: Class 9 contains 68217 members 
Mstep: Class 10 contains 118868 members 
Mstep: Class 11 contains 13642 members 
Mstep: Class 12 contains 8653 members 
Mstep: Class 13 contains 14867 members 
Mstep: Class 14 contains 29938 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 42298 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 10090 members 
Mstep: Class 21 contains 367097 members 
Mstep: Class 22 contains 51224 members 
Mstep: Class 24 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104712856.000000 Penalty: 74423.750000
Iteration 15Q: 23 clusters Score -1.047129e+08 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 1290 members 
Mstep: Class 4 contains 5848 members 
Mstep: Class 6 contains 30185 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 13873 members 
Mstep: Class 9 contains 68268 members 
Mstep: Class 10 contains 118818 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 14178 members 
Mstep: Class 14 contains 30761 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 8068 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 43691 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 364921 members 
Mstep: Class 22 contains 50329 members 
Mstep: Class 24 contains 6889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104720328.000000 Penalty: 74423.750000
Iteration 16Q: 23 clusters Score -1.047203e+08 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 13690 members 
Mstep: Class 9 contains 68225 members 
Mstep: Class 10 contains 118550 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 31562 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 44624 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 10088 members 
Mstep: Class 21 contains 363130 members 
Mstep: Class 22 contains 49577 members 
Mstep: Class 24 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104727448.000000 Penalty: 74423.750000
Iteration 17Q: 23 clusters Score -1.047274e+08 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15719 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 7 contains 8189 members 
Mstep: Class 8 contains 13521 members 
Mstep: Class 9 contains 68211 members 
Mstep: Class 10 contains 118062 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 12980 members 
Mstep: Class 14 contains 32378 members 
Mstep: Class 15 contains 2389 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 45243 members 
Mstep: Class 19 contains 9887 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 361420 members 
Mstep: Class 22 contains 48986 members 
Mstep: Class 24 contains 7514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104734096.000000 Penalty: 74423.750000
Iteration 18Q: 23 clusters Score -1.047341e+08 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15738 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 6 contains 30770 members 
Mstep: Class 7 contains 8744 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 68236 members 
Mstep: Class 10 contains 117364 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 8121 members 
Mstep: Class 13 contains 12428 members 
Mstep: Class 14 contains 33132 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 45585 members 
Mstep: Class 19 contains 10498 members 
Mstep: Class 20 contains 10133 members 
Mstep: Class 21 contains 359984 members 
Mstep: Class 22 contains 48467 members 
Mstep: Class 24 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104739696.000000 Penalty: 74423.750000
Iteration 19Q: 23 clusters Score -1.047397e+08 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 6 contains 30948 members 
Mstep: Class 7 contains 9226 members 
Mstep: Class 8 contains 13195 members 
Mstep: Class 9 contains 68233 members 
Mstep: Class 10 contains 116595 members 
Mstep: Class 11 contains 13869 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 11907 members 
Mstep: Class 14 contains 33921 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 8868 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 45608 members 
Mstep: Class 19 contains 11109 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 358661 members 
Mstep: Class 22 contains 48019 members 
Mstep: Class 24 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779456.000000 Penalty: 74423.750000
Iteration 20F: 23 clusters Score -1.047795e+08 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 6 contains 31017 members 
Mstep: Class 7 contains 9973 members 
Mstep: Class 8 contains 13053 members 
Mstep: Class 9 contains 67609 members 
Mstep: Class 10 contains 115559 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 34597 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 9414 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 46043 members 
Mstep: Class 19 contains 12198 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 356992 members 
Mstep: Class 22 contains 47590 members 
Mstep: Class 24 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104814144.000000 Penalty: 74423.750000
Iteration 21Q: 23 clusters Score -1.048141e+08 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15793 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 6 contains 31122 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 12894 members 
Mstep: Class 9 contains 67551 members 
Mstep: Class 10 contains 114365 members 
Mstep: Class 11 contains 14045 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 35189 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 46316 members 
Mstep: Class 19 contains 13390 members 
Mstep: Class 20 contains 10489 members 
Mstep: Class 21 contains 355506 members 
Mstep: Class 22 contains 47241 members 
Mstep: Class 24 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104825128.000000 Penalty: 74423.750000
Iteration 22Q: 23 clusters Score -1.048251e+08 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15829 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 13357 members 
Mstep: Class 6 contains 31217 members 
Mstep: Class 7 contains 11662 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 66776 members 
Mstep: Class 10 contains 113212 members 
Mstep: Class 11 contains 14035 members 
Mstep: Class 12 contains 7381 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 35816 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 46548 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 10552 members 
Mstep: Class 21 contains 354160 members 
Mstep: Class 22 contains 46911 members 
Mstep: Class 24 contains 9086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104832896.000000 Penalty: 74423.750000
Iteration 23Q: 23 clusters Score -1.048329e+08 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15834 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 6 contains 31323 members 
Mstep: Class 7 contains 12542 members 
Mstep: Class 8 contains 12567 members 
Mstep: Class 9 contains 65739 members 
Mstep: Class 10 contains 112000 members 
Mstep: Class 11 contains 13954 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 8151 members 
Mstep: Class 14 contains 36364 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 10756 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 15941 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 352831 members 
Mstep: Class 22 contains 46598 members 
Mstep: Class 24 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104838912.000000 Penalty: 74423.750000
Iteration 24Q: 23 clusters Score -1.048389e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 16198 members 
Mstep: Class 6 contains 31445 members 
Mstep: Class 7 contains 13336 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 9 contains 64903 members 
Mstep: Class 10 contains 110728 members 
Mstep: Class 11 contains 13844 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 36873 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 11195 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 47250 members 
Mstep: Class 19 contains 16938 members 
Mstep: Class 20 contains 10353 members 
Mstep: Class 21 contains 351642 members 
Mstep: Class 22 contains 46314 members 
Mstep: Class 24 contains 9715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104842968.000000 Penalty: 74423.750000
Iteration 25Q: 23 clusters Score -1.04843e+08 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15853 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 17450 members 
Mstep: Class 6 contains 31517 members 
Mstep: Class 7 contains 13873 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 64402 members 
Mstep: Class 10 contains 109743 members 
Mstep: Class 11 contains 13741 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 7014 members 
Mstep: Class 14 contains 37346 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 47640 members 
Mstep: Class 19 contains 17636 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 350397 members 
Mstep: Class 22 contains 46078 members 
Mstep: Class 24 contains 10017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104847128.000000 Penalty: 74423.750000
Iteration 26Q: 23 clusters Score -1.048471e+08 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 18593 members 
Mstep: Class 6 contains 31572 members 
Mstep: Class 7 contains 14277 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 63952 members 
Mstep: Class 10 contains 108841 members 
Mstep: Class 11 contains 13646 members 
Mstep: Class 12 contains 6544 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 11951 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 48038 members 
Mstep: Class 19 contains 18190 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 349384 members 
Mstep: Class 22 contains 45847 members 
Mstep: Class 24 contains 10324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104850296.000000 Penalty: 74423.750000
Iteration 27Q: 23 clusters Score -1.048503e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15844 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 19603 members 
Mstep: Class 6 contains 31650 members 
Mstep: Class 7 contains 14634 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 63492 members 
Mstep: Class 10 contains 108090 members 
Mstep: Class 11 contains 13610 members 
Mstep: Class 12 contains 6350 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 38115 members 
Mstep: Class 15 contains 4312 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 48365 members 
Mstep: Class 19 contains 18592 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 348507 members 
Mstep: Class 22 contains 45641 members 
Mstep: Class 24 contains 10633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104852560.000000 Penalty: 74423.750000
Iteration 28Q: 23 clusters Score -1.048526e+08 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 6 contains 31788 members 
Mstep: Class 7 contains 14977 members 
Mstep: Class 8 contains 11618 members 
Mstep: Class 9 contains 63008 members 
Mstep: Class 10 contains 107380 members 
Mstep: Class 11 contains 13575 members 
Mstep: Class 12 contains 6155 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 38482 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 12554 members 
Mstep: Class 17 contains 4844 members 
Mstep: Class 18 contains 48674 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 347648 members 
Mstep: Class 22 contains 45481 members 
Mstep: Class 24 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104853560.000000 Penalty: 74423.750000
Iteration 29Q: 23 clusters Score -1.048536e+08 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 15814 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 21359 members 
Mstep: Class 6 contains 31940 members 
Mstep: Class 7 contains 15298 members 
Mstep: Class 8 contains 11432 members 
Mstep: Class 9 contains 62527 members 
Mstep: Class 10 contains 106664 members 
Mstep: Class 11 contains 13521 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 15 contains 4504 members 
Mstep: Class 16 contains 12804 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 48958 members 
Mstep: Class 19 contains 19177 members 
Mstep: Class 20 contains 10180 members 
Mstep: Class 21 contains 346906 members 
Mstep: Class 22 contains 45363 members 
Mstep: Class 24 contains 11271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104855112.000000 Penalty: 74423.750000
Iteration 30Q: 23 clusters Score -1.048551e+08 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15805 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 22105 members 
Mstep: Class 6 contains 32099 members 
Mstep: Class 7 contains 15581 members 
Mstep: Class 8 contains 11267 members 
Mstep: Class 9 contains 62054 members 
Mstep: Class 10 contains 105977 members 
Mstep: Class 11 contains 13473 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 39208 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 13039 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 49214 members 
Mstep: Class 19 contains 19422 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 346215 members 
Mstep: Class 22 contains 45244 members 
Mstep: Class 24 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104855696.000000 Penalty: 74423.750000
Iteration 31Q: 23 clusters Score -1.048557e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15809 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 22738 members 
Mstep: Class 6 contains 32285 members 
Mstep: Class 7 contains 15875 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 61560 members 
Mstep: Class 10 contains 105379 members 
Mstep: Class 11 contains 13415 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 39524 members 
Mstep: Class 15 contains 4626 members 
Mstep: Class 16 contains 13300 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 49441 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 345572 members 
Mstep: Class 22 contains 45136 members 
Mstep: Class 24 contains 11814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104856496.000000 Penalty: 74423.750000
Iteration 32Q: 23 clusters Score -1.048565e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 23280 members 
Mstep: Class 6 contains 32412 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 11015 members 
Mstep: Class 9 contains 61132 members 
Mstep: Class 10 contains 104916 members 
Mstep: Class 11 contains 13413 members 
Mstep: Class 12 contains 5401 members 
Mstep: Class 13 contains 5576 members 
Mstep: Class 14 contains 39782 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 13516 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 49695 members 
Mstep: Class 19 contains 19816 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 344939 members 
Mstep: Class 22 contains 45035 members 
Mstep: Class 24 contains 12040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104857176.000000 Penalty: 74423.750000
Iteration 33Q: 23 clusters Score -1.048572e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 23766 members 
Mstep: Class 6 contains 32561 members 
Mstep: Class 7 contains 16411 members 
Mstep: Class 8 contains 10913 members 
Mstep: Class 9 contains 60692 members 
Mstep: Class 10 contains 104496 members 
Mstep: Class 11 contains 13391 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 5505 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 4702 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 49936 members 
Mstep: Class 19 contains 19970 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 344342 members 
Mstep: Class 22 contains 44964 members 
Mstep: Class 24 contains 12246 members 
Entering Unmasked Estep 
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Score: -104857768.000000 Penalty: 74423.750000
Iteration 34Q: 23 clusters Score -1.048578e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 15786 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 24224 members 
Mstep: Class 6 contains 32705 members 
Mstep: Class 7 contains 16671 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 60269 members 
Mstep: Class 10 contains 104037 members 
Mstep: Class 11 contains 13363 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 40200 members 
Mstep: Class 15 contains 4737 members 
Mstep: Class 16 contains 13922 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 50186 members 
Mstep: Class 19 contains 20125 members 
Mstep: Class 20 contains 10194 members 
Mstep: Class 21 contains 343842 members 
Mstep: Class 22 contains 44882 members 
Mstep: Class 24 contains 12442 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -1.048581e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15776 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 24618 members 
Mstep: Class 6 contains 32842 members 
Mstep: Class 7 contains 16910 members 
Mstep: Class 8 contains 10742 members 
Mstep: Class 9 contains 59833 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 5387 members 
Mstep: Class 14 contains 40373 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 14083 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 50431 members 
Mstep: Class 19 contains 20280 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 343372 members 
Mstep: Class 22 contains 44807 members 
Mstep: Class 24 contains 12607 members 
Entering Unmasked Estep 
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Iteration 36Q: 23 clusters Score -1.048582e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15770 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 24961 members 
Mstep: Class 6 contains 32977 members 
Mstep: Class 7 contains 17136 members 
Mstep: Class 8 contains 10665 members 
Mstep: Class 9 contains 59431 members 
Mstep: Class 10 contains 103314 members 
Mstep: Class 11 contains 13325 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 40536 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 14211 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 50661 members 
Mstep: Class 19 contains 20422 members 
Mstep: Class 20 contains 10168 members 
Mstep: Class 21 contains 342977 members 
Mstep: Class 22 contains 44733 members 
Mstep: Class 24 contains 12739 members 
Entering Unmasked Estep 
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Iteration 37Q: 23 clusters Score -1.048585e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 25258 members 
Mstep: Class 6 contains 33101 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 10585 members 
Mstep: Class 9 contains 59018 members 
Mstep: Class 10 contains 102977 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 40703 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 14320 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 50878 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 342640 members 
Mstep: Class 22 contains 44673 members 
Mstep: Class 24 contains 12854 members 
Entering Unmasked Estep 
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Iteration 38Q: 23 clusters Score -1.048586e+08 nChanged 2610
Entering ConstructFrom: 
Score: -104858632.000000 Penalty: 74423.750000
Entering ConstructFrom: 
Trying to split cluster 1 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -354997.562500 Penalty: 2024.869141
	Iteration 0F: 2 clusters Score -354997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -351758.687500 Penalty: 4049.738281
	Iteration 0F: 3 clusters Score -351758.7 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -353802.031250 Penalty: 4049.738281
	Iteration 1F: 3 clusters Score -353802 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -354504.312500 Penalty: 4049.738281
	Iteration 2F: 3 clusters Score -354504.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -355096.500000 Penalty: 4049.738281
	Iteration 3F: 3 clusters Score -355096.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -355649.656250 Penalty: 4049.738281
	Iteration 4F: 3 clusters Score -355649.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -356660.500000 Penalty: 4049.738281
	Iteration 5F: 3 clusters Score -356660.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -358541.156250 Penalty: 4049.738281
	Iteration 6F: 3 clusters Score -358541.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -359695.406250 Penalty: 4049.738281
	Iteration 7F: 3 clusters Score -359695.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360208.281250 Penalty: 4049.738281
	Iteration 8Q: 3 clusters Score -360208.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -360502.937500 Penalty: 4049.738281
	Iteration 9Q: 3 clusters Score -360502.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -360718.937500 Penalty: 4049.738281
	Iteration 10Q: 3 clusters Score -360718.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -360896.500000 Penalty: 4049.738281
	Iteration 11Q: 3 clusters Score -360896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -360984.937500 Penalty: 4049.738281
	Iteration 12Q: 3 clusters Score -360984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -360991.968750 Penalty: 4049.738281
	Iteration 13Q: 3 clusters Score -360992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -360991.968750 Penalty: 4049.738281
	Iteration 14F: 3 clusters Score -360992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15740 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 25484 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 58666 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 24 contains 12941 members 
Entering Unmasked Estep 
Score: -104863720.000000 Penalty: 77806.648438
Splitting cluster 1 changes total score from -104858632.000000 to -104863720.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (15740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Entering Unmasked Estep 
Score: -1951665.625000 Penalty: 2396.662109
	Iteration 0F: 2 clusters Score -1951666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1940321.125000 Penalty: 4793.324219
	Iteration 0F: 3 clusters Score -1940321 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1944582.000000 Penalty: 4793.324219
	Iteration 1F: 3 clusters Score -1944582 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1945895.375000 Penalty: 4793.324219
	Iteration 2F: 3 clusters Score -1945895 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1947228.625000 Penalty: 4793.324219
	Iteration 3F: 3 clusters Score -1947229 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1948428.875000 Penalty: 4793.324219
	Iteration 4F: 3 clusters Score -1948429 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1949387.625000 Penalty: 4793.324219
	Iteration 5F: 3 clusters Score -1949388 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1950114.875000 Penalty: 4793.324219
	Iteration 6F: 3 clusters Score -1950115 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1950650.000000 Penalty: 4793.324219
	Iteration 7Q: 3 clusters Score -1950650 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1950994.375000 Penalty: 4793.324219
	Iteration 8Q: 3 clusters Score -1950994 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1951216.125000 Penalty: 4793.324219
	Iteration 9Q: 3 clusters Score -1951216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1951382.125000 Penalty: 4793.324219
	Iteration 10Q: 3 clusters Score -1951382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1951501.250000 Penalty: 4793.324219
	Iteration 11Q: 3 clusters Score -1951501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1951610.000000 Penalty: 4793.324219
	Iteration 12Q: 3 clusters Score -1951610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1951710.375000 Penalty: 4793.324219
	Iteration 13Q: 3 clusters Score -1951710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1951768.625000 Penalty: 4793.324219
	Iteration 14Q: 3 clusters Score -1951769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1951794.000000 Penalty: 4793.324219
	Iteration 15Q: 3 clusters Score -1951794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1951807.250000 Penalty: 4793.324219
	Iteration 16Q: 3 clusters Score -1951807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1951816.125000 Penalty: 4793.324219
	Iteration 17Q: 3 clusters Score -1951816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1951821.875000 Penalty: 4793.324219
	Iteration 18Q: 3 clusters Score -1951822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1951820.250000 Penalty: 4793.324219
	Iteration 19Q: 3 clusters Score -1951820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1951825.125000 Penalty: 4793.324219
	Iteration 20F: 3 clusters Score -1951825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1951822.250000 Penalty: 4793.324219
	Iteration 21Q: 3 clusters Score -1951822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1951827.500000 Penalty: 4793.324219
	Iteration 22Q: 3 clusters Score -1951828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1951827.000000 Penalty: 4793.324219
	Iteration 23Q: 3 clusters Score -1951827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1951827.000000 Penalty: 4793.324219
	Iteration 24F: 3 clusters Score -1951827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 25484 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 58666 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Entering Unmasked Estep 
Score: -104862760.000000 Penalty: 81189.546875
Splitting cluster 2 changes total score from -104858632.000000 to -104862760.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -204903.406250 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -204903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -202407.234375 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -202407.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -204291.796875 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -204291.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -205742.921875 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -205742.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -207250.703125 Penalty: 3778.652588
	Iteration 3F: 3 clusters Score -207250.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -207940.234375 Penalty: 3778.652588
	Iteration 4F: 3 clusters Score -207940.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -208340.109375 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -208340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -208435.406250 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -208435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -208480.234375 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -208480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -208507.156250 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -208507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208595.218750 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -208595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -208710.562500 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -208710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -208890.078125 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -208890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209111.250000 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -209111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -209398.250000 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -209398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209485.250000 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -209485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -209493.484375 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -209493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -209498.718750 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -209498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209509.781250 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -209509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -209526.437500 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -209526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -209541.234375 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -209541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -209616.562500 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -209616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -209692.375000 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -209692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -209706.531250 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -209706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -209710.890625 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -209710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -209713.296875 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -209713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -209717.187500 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -209717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -209728.453125 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -209728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -209766.859375 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -209766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -209877.656250 Penalty: 3778.652588
	Iteration 28Q: 3 clusters Score -209877.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -210234.718750 Penalty: 3778.652588
	Iteration 29Q: 3 clusters Score -210234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210722.062500 Penalty: 3778.652588
	Iteration 30Q: 3 clusters Score -210722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211015.093750 Penalty: 3778.652588
	Iteration 31Q: 3 clusters Score -211015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211057.171875 Penalty: 3778.652588
	Iteration 32Q: 3 clusters Score -211057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -211068.093750 Penalty: 3778.652588
	Iteration 33Q: 3 clusters Score -211068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211081.703125 Penalty: 3778.652588
	Iteration 34Q: 3 clusters Score -211081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -211085.125000 Penalty: 3778.652588
	Iteration 35Q: 3 clusters Score -211085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -211087.281250 Penalty: 3778.652588
	Iteration 36Q: 3 clusters Score -211087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -211115.890625 Penalty: 3778.652588
	Iteration 37F: 3 clusters Score -211115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -211195.515625 Penalty: 3778.652588
	Iteration 38Q: 3 clusters Score -211195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211324.359375 Penalty: 3778.652588
	Iteration 39Q: 3 clusters Score -211324.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -211504.875000 Penalty: 3778.652588
	Iteration 40F: 3 clusters Score -211504.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -211770.437500 Penalty: 3778.652588
	Iteration 41Q: 3 clusters Score -211770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -212049.453125 Penalty: 3778.652588
	Iteration 42Q: 3 clusters Score -212049.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212328.593750 Penalty: 3778.652588
	Iteration 43Q: 3 clusters Score -212328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212527.546875 Penalty: 3778.652588
	Iteration 44Q: 3 clusters Score -212527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -212626.765625 Penalty: 3778.652588
	Iteration 45Q: 3 clusters Score -212626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -212657.468750 Penalty: 3778.652588
	Iteration 46Q: 3 clusters Score -212657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212678.468750 Penalty: 3778.652588
	Iteration 47Q: 3 clusters Score -212678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212683.546875 Penalty: 3778.652588
	Iteration 48Q: 3 clusters Score -212683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212683.546875 Penalty: 3778.652588
	Iteration 49F: 3 clusters Score -212683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 25484 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 58666 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Entering Unmasked Estep 
Score: -104869088.000000 Penalty: 84572.445312
Splitting cluster 3 changes total score from -104858632.000000 to -104869088.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (25484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Entering Unmasked Estep 
Score: -3362283.750000 Penalty: 2516.159912
	Iteration 0F: 2 clusters Score -3362284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3344705.750000 Penalty: 5032.319824
	Iteration 0F: 3 clusters Score -3344706 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3350894.500000 Penalty: 5032.319824
	Iteration 1F: 3 clusters Score -3350894 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3351449.500000 Penalty: 5032.319824
	Iteration 2F: 3 clusters Score -3351450 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3352020.000000 Penalty: 5032.319824
	Iteration 3F: 3 clusters Score -3352020 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3352667.500000 Penalty: 5032.319824
	Iteration 4F: 3 clusters Score -3352668 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3353395.500000 Penalty: 5032.319824
	Iteration 5F: 3 clusters Score -3353396 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3354308.500000 Penalty: 5032.319824
	Iteration 6F: 3 clusters Score -3354308 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3355413.750000 Penalty: 5032.319824
	Iteration 7F: 3 clusters Score -3355414 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3356493.250000 Penalty: 5032.319824
	Iteration 8F: 3 clusters Score -3356493 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3357445.750000 Penalty: 5032.319824
	Iteration 9Q: 3 clusters Score -3357446 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3358204.500000 Penalty: 5032.319824
	Iteration 10Q: 3 clusters Score -3358204 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3358713.500000 Penalty: 5032.319824
	Iteration 11Q: 3 clusters Score -3358714 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3359032.750000 Penalty: 5032.319824
	Iteration 12Q: 3 clusters Score -3359033 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3359204.250000 Penalty: 5032.319824
	Iteration 13Q: 3 clusters Score -3359204 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3359361.000000 Penalty: 5032.319824
	Iteration 14Q: 3 clusters Score -3359361 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3359474.500000 Penalty: 5032.319824
	Iteration 15Q: 3 clusters Score -3359474 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3359571.750000 Penalty: 5032.319824
	Iteration 16Q: 3 clusters Score -3359572 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3359688.250000 Penalty: 5032.319824
	Iteration 17Q: 3 clusters Score -3359688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3359826.000000 Penalty: 5032.319824
	Iteration 18Q: 3 clusters Score -3359826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3359992.500000 Penalty: 5032.319824
	Iteration 19Q: 3 clusters Score -3359992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3360194.750000 Penalty: 5032.319824
	Iteration 20F: 3 clusters Score -3360195 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3360425.250000 Penalty: 5032.319824
	Iteration 21Q: 3 clusters Score -3360425 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3360670.250000 Penalty: 5032.319824
	Iteration 22Q: 3 clusters Score -3360670 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3360969.750000 Penalty: 5032.319824
	Iteration 23Q: 3 clusters Score -3360970 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3361335.000000 Penalty: 5032.319824
	Iteration 24Q: 3 clusters Score -3361335 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3361686.000000 Penalty: 5032.319824
	Iteration 25Q: 3 clusters Score -3361686 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3362081.500000 Penalty: 5032.319824
	Iteration 26Q: 3 clusters Score -3362082 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3362364.500000 Penalty: 5032.319824
	Iteration 27Q: 3 clusters Score -3362364 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3362567.500000 Penalty: 5032.319824
	Iteration 28Q: 3 clusters Score -3362568 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3362744.500000 Penalty: 5032.319824
	Iteration 29Q: 3 clusters Score -3362744 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3362843.750000 Penalty: 5032.319824
	Iteration 30Q: 3 clusters Score -3362844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3362913.250000 Penalty: 5032.319824
	Iteration 31Q: 3 clusters Score -3362913 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3362954.750000 Penalty: 5032.319824
	Iteration 32Q: 3 clusters Score -3362955 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3362988.000000 Penalty: 5032.319824
	Iteration 33Q: 3 clusters Score -3362988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3363004.750000 Penalty: 5032.319824
	Iteration 34Q: 3 clusters Score -3363005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3363015.000000 Penalty: 5032.319824
	Iteration 35Q: 3 clusters Score -3363015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3363010.000000 Penalty: 5032.319824
	Iteration 36Q: 3 clusters Score -3363010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3363014.250000 Penalty: 5032.319824
	Iteration 37Q: 3 clusters Score -3363014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3363022.250000 Penalty: 5032.319824
	Iteration 38Q: 3 clusters Score -3363022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3363030.000000 Penalty: 5032.319824
	Iteration 39Q: 3 clusters Score -3363030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3363041.250000 Penalty: 5032.319824
	Iteration 40F: 3 clusters Score -3363041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3363053.000000 Penalty: 5032.319824
	Iteration 41Q: 3 clusters Score -3363053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3363059.500000 Penalty: 5032.319824
	Iteration 42Q: 3 clusters Score -3363060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3363060.750000 Penalty: 5032.319824
	Iteration 43Q: 3 clusters Score -3363061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3363061.750000 Penalty: 5032.319824
	Iteration 44Q: 3 clusters Score -3363062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3363057.750000 Penalty: 5032.319824
	Iteration 45Q: 3 clusters Score -3363058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3363058.750000 Penalty: 5032.319824
	Iteration 46Q: 3 clusters Score -3363059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3363069.000000 Penalty: 5032.319824
	Iteration 47Q: 3 clusters Score -3363069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3363067.750000 Penalty: 5032.319824
	Iteration 48Q: 3 clusters Score -3363068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3363073.500000 Penalty: 5032.319824
	Iteration 49Q: 3 clusters Score -3363074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3363073.500000 Penalty: 5032.319824
	Iteration 50Q: 3 clusters Score -3363074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3363071.750000 Penalty: 5032.319824
	Iteration 51Q: 3 clusters Score -3363072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3363076.000000 Penalty: 5032.319824
	Iteration 52Q: 3 clusters Score -3363076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3363072.250000 Penalty: 5032.319824
	Iteration 53Q: 3 clusters Score -3363072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3363071.250000 Penalty: 5032.319824
	Iteration 54Q: 3 clusters Score -3363071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3363076.250000 Penalty: 5032.319824
	Iteration 55Q: 3 clusters Score -3363076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3363077.000000 Penalty: 5032.319824
	Iteration 56Q: 3 clusters Score -3363077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3363075.750000 Penalty: 5032.319824
	Iteration 57Q: 3 clusters Score -3363076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3363077.750000 Penalty: 5032.319824
	Iteration 58Q: 3 clusters Score -3363078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3363075.000000 Penalty: 5032.319824
	Iteration 59Q: 3 clusters Score -3363075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3363077.250000 Penalty: 5032.319824
	Iteration 60F: 3 clusters Score -3363077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3363077.000000 Penalty: 5032.319824
	Iteration 61Q: 3 clusters Score -3363077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3363077.000000 Penalty: 5032.319824
	Iteration 62F: 3 clusters Score -3363077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 58666 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Entering Unmasked Estep 
Score: -104868488.000000 Penalty: 87955.343750
Splitting cluster 4 changes total score from -104858632.000000 to -104868488.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (33219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Entering Unmasked Estep 
Score: -4239166.000000 Penalty: 2581.897461
	Iteration 0F: 2 clusters Score -4239166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -4216278.500000 Penalty: 5163.794922
	Iteration 0F: 3 clusters Score -4216278 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4225030.000000 Penalty: 5163.794922
	Iteration 1F: 3 clusters Score -4225030 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4225836.500000 Penalty: 5163.794922
	Iteration 2F: 3 clusters Score -4225836 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4226612.000000 Penalty: 5163.794922
	Iteration 3Q: 3 clusters Score -4226612 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4227312.500000 Penalty: 5163.794922
	Iteration 4Q: 3 clusters Score -4227312 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4228034.500000 Penalty: 5163.794922
	Iteration 5Q: 3 clusters Score -4228034 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4228789.500000 Penalty: 5163.794922
	Iteration 6Q: 3 clusters Score -4228790 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -4229605.000000 Penalty: 5163.794922
	Iteration 7Q: 3 clusters Score -4229605 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4232191.500000 Penalty: 5163.794922
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4234306.000000 Penalty: 5163.794922
	Iteration 14Q: 3 clusters Score -4234306 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4234622.500000 Penalty: 5163.794922
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4234927 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4235229 nChanged 675
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Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4235532.500000 Penalty: 5163.794922
	Iteration 18Q: 3 clusters Score -4235532 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4235846 nChanged 580
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Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4236100.500000 Penalty: 5163.794922
	Iteration 20F: 3 clusters Score -4236100 nChanged 540
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Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4236499 nChanged 396
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Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4236621 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4236708.500000 Penalty: 5163.794922
	Iteration 24Q: 3 clusters Score -4236708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4236772.500000 Penalty: 5163.794922
	Iteration 25Q: 3 clusters Score -4236772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4236830.500000 Penalty: 5163.794922
	Iteration 26Q: 3 clusters Score -4236830 nChanged 189
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Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4236838 nChanged 165
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Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4236860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4236876.500000 Penalty: 5163.794922
	Iteration 29Q: 3 clusters Score -4236876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4236883.000000 Penalty: 5163.794922
	Iteration 30Q: 3 clusters Score -4236883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4236895.500000 Penalty: 5163.794922
	Iteration 31Q: 3 clusters Score -4236896 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4236898 nChanged 72
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Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4236912.500000 Penalty: 5163.794922
	Iteration 33Q: 3 clusters Score -4236912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4236921.500000 Penalty: 5163.794922
	Iteration 34Q: 3 clusters Score -4236922 nChanged 58
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Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4236922 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4236923.000000 Penalty: 5163.794922
	Iteration 36Q: 3 clusters Score -4236923 nChanged 46
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Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4236930 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4236936 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4236942 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4236946 nChanged 35
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4236946 nChanged 50
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Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4236948 nChanged 41
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Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4236944 nChanged 34
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Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4236955 nChanged 24
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Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4236956 nChanged 34
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Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4236958 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4236952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4236946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4236952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4236961.000000 Penalty: 5163.794922
	Iteration 50Q: 3 clusters Score -4236961 nChanged 31
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Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4236968 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4236963.500000 Penalty: 5163.794922
	Iteration 52Q: 3 clusters Score -4236964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4236970 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4236970 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4236977 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4236986 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4236985 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 19364 members 
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	Iteration 58Q: 3 clusters Score -4236994 nChanged 20
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	Iteration 59Q: 3 clusters Score -4236994 nChanged 18
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4236996 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13797 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4236990 nChanged 20
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Mstep: Class 1 contains 13779 members 
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	Iteration 62Q: 3 clusters Score -4236998 nChanged 20
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Mstep: Class 1 contains 13763 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4236988 nChanged 17
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4236992 nChanged 17
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4236991 nChanged 26
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4237004 nChanged 28
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	Iteration 67Q: 3 clusters Score -4237004 nChanged 25
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Mstep: Class 2 contains 19565 members 
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	Iteration 68Q: 3 clusters Score -4237003 nChanged 22
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Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 19587 members 
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	Iteration 69Q: 3 clusters Score -4237004 nChanged 18
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Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4237004 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4236998 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4236995.500000 Penalty: 5163.794922
	Iteration 72Q: 3 clusters Score -4236996 nChanged 19
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Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4236998 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19684 members 
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	Iteration 74Q: 3 clusters Score -4237004 nChanged 20
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Entering Unmasked Estep 
Score: -4237001.500000 Penalty: 5163.794922
	Iteration 75Q: 3 clusters Score -4237002 nChanged 23
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Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4237004 nChanged 32
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Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 19759 members 
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Score: -4237005.000000 Penalty: 5163.794922
	Iteration 77Q: 3 clusters Score -4237005 nChanged 27
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	Iteration 78Q: 3 clusters Score -4237001 nChanged 35
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Entering Unmasked Estep 
Score: -4237014.000000 Penalty: 5163.794922
	Iteration 79Q: 3 clusters Score -4237014 nChanged 34
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	Iteration 80F: 3 clusters Score -4237006 nChanged 32
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	Iteration 81Q: 3 clusters Score -4237004 nChanged 33
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	Iteration 82Q: 3 clusters Score -4237012 nChanged 40
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	Iteration 83Q: 3 clusters Score -4237013 nChanged 40
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	Iteration 84Q: 3 clusters Score -4237026 nChanged 49
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Score: -4237031.500000 Penalty: 5163.794922
	Iteration 85Q: 3 clusters Score -4237032 nChanged 59
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	Iteration 86Q: 3 clusters Score -4237040 nChanged 54
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	Iteration 87Q: 3 clusters Score -4237054 nChanged 62
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	Iteration 88Q: 3 clusters Score -4237056 nChanged 71
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	Iteration 89Q: 3 clusters Score -4237060 nChanged 76
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Mstep: Class 1 contains 12864 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4237074 nChanged 81
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Mstep: Class 2 contains 20434 members 
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	Iteration 91Q: 3 clusters Score -4237072 nChanged 87
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Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 20521 members 
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	Iteration 92Q: 3 clusters Score -4237070 nChanged 95
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4237082 nChanged 93
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	Iteration 94Q: 3 clusters Score -4237088 nChanged 105
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	Iteration 95Q: 3 clusters Score -4237104 nChanged 121
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	Iteration 96Q: 3 clusters Score -4237131 nChanged 136
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	Iteration 97Q: 3 clusters Score -4237140 nChanged 151
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Entering Unmasked Estep 
Score: -4237182.500000 Penalty: 5163.794922
	Iteration 98Q: 3 clusters Score -4237182 nChanged 151
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Mstep: Class 1 contains 11854 members 
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Entering Unmasked Estep 
Score: -4237215.500000 Penalty: 5163.794922
	Iteration 99Q: 3 clusters Score -4237216 nChanged 162
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Mstep: Class 1 contains 11696 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4237257 nChanged 157
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4237264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4237297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4237312.500000 Penalty: 5163.794922
	Iteration 103Q: 3 clusters Score -4237312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4237347 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4237367 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4237396.500000 Penalty: 5163.794922
	Iteration 106Q: 3 clusters Score -4237396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4237412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4237433.500000 Penalty: 5163.794922
	Iteration 108Q: 3 clusters Score -4237434 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4237448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4237462.500000 Penalty: 5163.794922
	Iteration 110Q: 3 clusters Score -4237462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4237483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4237503.500000 Penalty: 5163.794922
	Iteration 112Q: 3 clusters Score -4237504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4237530.500000 Penalty: 5163.794922
	Iteration 113Q: 3 clusters Score -4237530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4237568 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4237580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4237594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4237614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4237616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4237624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4237633.000000 Penalty: 5163.794922
	Iteration 120F: 3 clusters Score -4237633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4237646.000000 Penalty: 5163.794922
	Iteration 121Q: 3 clusters Score -4237646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4237660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4237666.000000 Penalty: 5163.794922
	Iteration 123Q: 3 clusters Score -4237666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4237674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4237678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4237678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4237695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4237697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4237700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4237704.500000 Penalty: 5163.794922
	Iteration 130Q: 3 clusters Score -4237704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4237700 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4237711.500000 Penalty: 5163.794922
	Iteration 132Q: 3 clusters Score -4237712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -4237716.500000 Penalty: 5163.794922
	Iteration 133Q: 3 clusters Score -4237716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4237731.500000 Penalty: 5163.794922
	Iteration 134Q: 3 clusters Score -4237732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4237725.000000 Penalty: 5163.794922
	Iteration 135Q: 3 clusters Score -4237725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4237726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4237737.500000 Penalty: 5163.794922
	Iteration 137Q: 3 clusters Score -4237738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4237737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4237743.000000 Penalty: 5163.794922
	Iteration 139Q: 3 clusters Score -4237743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4237756.000000 Penalty: 5163.794922
	Iteration 140F: 3 clusters Score -4237756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4237767.000000 Penalty: 5163.794922
	Iteration 141Q: 3 clusters Score -4237767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4237768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4237763.000000 Penalty: 5163.794922
	Iteration 143Q: 3 clusters Score -4237763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -4237771.000000 Penalty: 5163.794922
	Iteration 144Q: 3 clusters Score -4237771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4237774.000000 Penalty: 5163.794922
	Iteration 145Q: 3 clusters Score -4237774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -4237777.500000 Penalty: 5163.794922
	Iteration 146Q: 3 clusters Score -4237778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4237778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4237788.000000 Penalty: 5163.794922
	Iteration 148Q: 3 clusters Score -4237788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4237791.500000 Penalty: 5163.794922
	Iteration 149Q: 3 clusters Score -4237792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4237786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4237807.500000 Penalty: 5163.794922
	Iteration 151Q: 3 clusters Score -4237808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4237812.000000 Penalty: 5163.794922
	Iteration 152Q: 3 clusters Score -4237812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4237810.000000 Penalty: 5163.794922
	Iteration 153Q: 3 clusters Score -4237810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4237799.000000 Penalty: 5163.794922
	Iteration 154Q: 3 clusters Score -4237799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4237800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4237797.000000 Penalty: 5163.794922
	Iteration 156Q: 3 clusters Score -4237797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4237806.500000 Penalty: 5163.794922
	Iteration 157Q: 3 clusters Score -4237806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4237810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4237808.000000 Penalty: 5163.794922
	Iteration 159Q: 3 clusters Score -4237808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4237823.000000 Penalty: 5163.794922
	Iteration 160F: 3 clusters Score -4237823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4237835.000000 Penalty: 5163.794922
	Iteration 161Q: 3 clusters Score -4237835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4237833.000000 Penalty: 5163.794922
	Iteration 162Q: 3 clusters Score -4237833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4237838.000000 Penalty: 5163.794922
	Iteration 163Q: 3 clusters Score -4237838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4237831.000000 Penalty: 5163.794922
	Iteration 164Q: 3 clusters Score -4237831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4237846.000000 Penalty: 5163.794922
	Iteration 165Q: 3 clusters Score -4237846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -4237849.000000 Penalty: 5163.794922
	Iteration 166Q: 3 clusters Score -4237849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4237853.500000 Penalty: 5163.794922
	Iteration 167Q: 3 clusters Score -4237854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4237852.500000 Penalty: 5163.794922
	Iteration 168Q: 3 clusters Score -4237852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4237847.000000 Penalty: 5163.794922
	Iteration 169Q: 3 clusters Score -4237847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4237857.000000 Penalty: 5163.794922
	Iteration 170Q: 3 clusters Score -4237857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4237853.000000 Penalty: 5163.794922
	Iteration 171Q: 3 clusters Score -4237853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -4237864.000000 Penalty: 5163.794922
	Iteration 172Q: 3 clusters Score -4237864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4237863.000000 Penalty: 5163.794922
	Iteration 173Q: 3 clusters Score -4237863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4237871.000000 Penalty: 5163.794922
	Iteration 174Q: 3 clusters Score -4237871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4237866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
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Entering Unmasked Estep 
Score: -4237870.500000 Penalty: 5163.794922
	Iteration 176Q: 3 clusters Score -4237870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4237880.000000 Penalty: 5163.794922
	Iteration 177Q: 3 clusters Score -4237880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
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Entering Unmasked Estep 
Score: -4237887.000000 Penalty: 5163.794922
	Iteration 178Q: 3 clusters Score -4237887 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 26532 members 
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	Iteration 179Q: 3 clusters Score -4237886 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4237897.500000 Penalty: 5163.794922
	Iteration 180F: 3 clusters Score -4237898 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -4237905.000000 Penalty: 5163.794922
	Iteration 181Q: 3 clusters Score -4237905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
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Entering Unmasked Estep 
Score: -4237911.500000 Penalty: 5163.794922
	Iteration 182Q: 3 clusters Score -4237912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
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Entering Unmasked Estep 
Score: -4237901.500000 Penalty: 5163.794922
	Iteration 183Q: 3 clusters Score -4237902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4237912.500000 Penalty: 5163.794922
	Iteration 184Q: 3 clusters Score -4237912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4237903.000000 Penalty: 5163.794922
	Iteration 185Q: 3 clusters Score -4237903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
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Entering Unmasked Estep 
Score: -4237909.000000 Penalty: 5163.794922
	Iteration 186Q: 3 clusters Score -4237909 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
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Entering Unmasked Estep 
Score: -4237908.500000 Penalty: 5163.794922
	Iteration 187Q: 3 clusters Score -4237908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4237908 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
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Entering Unmasked Estep 
Score: -4237916.500000 Penalty: 5163.794922
	Iteration 189Q: 3 clusters Score -4237916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4237928.500000 Penalty: 5163.794922
	Iteration 190Q: 3 clusters Score -4237928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4237925.000000 Penalty: 5163.794922
	Iteration 191Q: 3 clusters Score -4237925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4237928.000000 Penalty: 5163.794922
	Iteration 192Q: 3 clusters Score -4237928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4237930.500000 Penalty: 5163.794922
	Iteration 193Q: 3 clusters Score -4237930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4237926.000000 Penalty: 5163.794922
	Iteration 194Q: 3 clusters Score -4237926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4237922.000000 Penalty: 5163.794922
	Iteration 195Q: 3 clusters Score -4237922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4237927.500000 Penalty: 5163.794922
	Iteration 196Q: 3 clusters Score -4237928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4237931.000000 Penalty: 5163.794922
	Iteration 197Q: 3 clusters Score -4237931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4237927.000000 Penalty: 5163.794922
	Iteration 198Q: 3 clusters Score -4237927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4237920.500000 Penalty: 5163.794922
	Iteration 199Q: 3 clusters Score -4237920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4237927.500000 Penalty: 5163.794922
	Iteration 200F: 3 clusters Score -4237928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4237918.000000 Penalty: 5163.794922
	Iteration 201Q: 3 clusters Score -4237918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -4237920.500000 Penalty: 5163.794922
	Iteration 202Q: 3 clusters Score -4237920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4237924.000000 Penalty: 5163.794922
	Iteration 203Q: 3 clusters Score -4237924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4237918.500000 Penalty: 5163.794922
	Iteration 204Q: 3 clusters Score -4237918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4237920.500000 Penalty: 5163.794922
	Iteration 205Q: 3 clusters Score -4237920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4237923.500000 Penalty: 5163.794922
	Iteration 206Q: 3 clusters Score -4237924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4237923.500000 Penalty: 5163.794922
	Iteration 207Q: 3 clusters Score -4237924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4237922.500000 Penalty: 5163.794922
	Iteration 208Q: 3 clusters Score -4237922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -4237923.500000 Penalty: 5163.794922
	Iteration 209Q: 3 clusters Score -4237924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4237923.000000 Penalty: 5163.794922
	Iteration 210Q: 3 clusters Score -4237923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4237932.500000 Penalty: 5163.794922
	Iteration 211Q: 3 clusters Score -4237932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4237934.000000 Penalty: 5163.794922
	Iteration 212Q: 3 clusters Score -4237934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4237932.500000 Penalty: 5163.794922
	Iteration 213Q: 3 clusters Score -4237932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4237934.000000 Penalty: 5163.794922
	Iteration 214Q: 3 clusters Score -4237934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4237934.000000 Penalty: 5163.794922
	Iteration 215Q: 3 clusters Score -4237934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4237937.500000 Penalty: 5163.794922
	Iteration 216Q: 3 clusters Score -4237938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4237942.500000 Penalty: 5163.794922
	Iteration 217Q: 3 clusters Score -4237942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4237939.000000 Penalty: 5163.794922
	Iteration 218Q: 3 clusters Score -4237939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4237940.500000 Penalty: 5163.794922
	Iteration 219Q: 3 clusters Score -4237940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4237940.000000 Penalty: 5163.794922
	Iteration 220F: 3 clusters Score -4237940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4237939.000000 Penalty: 5163.794922
	Iteration 221Q: 3 clusters Score -4237939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4237936.500000 Penalty: 5163.794922
	Iteration 222Q: 3 clusters Score -4237936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4237940.500000 Penalty: 5163.794922
	Iteration 223Q: 3 clusters Score -4237940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4237939.500000 Penalty: 5163.794922
	Iteration 224Q: 3 clusters Score -4237940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4237940.000000 Penalty: 5163.794922
	Iteration 225Q: 3 clusters Score -4237940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4237942.000000 Penalty: 5163.794922
	Iteration 226Q: 3 clusters Score -4237942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4237941.500000 Penalty: 5163.794922
	Iteration 227Q: 3 clusters Score -4237942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4237938.000000 Penalty: 5163.794922
	Iteration 228Q: 3 clusters Score -4237938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4237941.000000 Penalty: 5163.794922
	Iteration 229Q: 3 clusters Score -4237941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4237940.500000 Penalty: 5163.794922
	Iteration 230Q: 3 clusters Score -4237940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4237939.000000 Penalty: 5163.794922
	Iteration 231Q: 3 clusters Score -4237939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4237939.000000 Penalty: 5163.794922
	Iteration 232F: 3 clusters Score -4237939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Entering Unmasked Estep 
Score: -2236058.750000 Penalty: 2423.798096
	Iteration 0F: 2 clusters Score -2236059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2223463.000000 Penalty: 4847.596191
	Iteration 0F: 3 clusters Score -2223463 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2228036.500000 Penalty: 4847.596191
	Iteration 1F: 3 clusters Score -2228036 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2229400.250000 Penalty: 4847.596191
	Iteration 2F: 3 clusters Score -2229400 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2231426.250000 Penalty: 4847.596191
	Iteration 3F: 3 clusters Score -2231426 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2233245.750000 Penalty: 4847.596191
	Iteration 4F: 3 clusters Score -2233246 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2234680.250000 Penalty: 4847.596191
	Iteration 5F: 3 clusters Score -2234680 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2235723.750000 Penalty: 4847.596191
	Iteration 6F: 3 clusters Score -2235724 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2236471.000000 Penalty: 4847.596191
	Iteration 7Q: 3 clusters Score -2236471 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2237038.000000 Penalty: 4847.596191
	Iteration 8Q: 3 clusters Score -2237038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2237401.000000 Penalty: 4847.596191
	Iteration 9Q: 3 clusters Score -2237401 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2237558.000000 Penalty: 4847.596191
	Iteration 10Q: 3 clusters Score -2237558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2237635.750000 Penalty: 4847.596191
	Iteration 11Q: 3 clusters Score -2237636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2237683.750000 Penalty: 4847.596191
	Iteration 12Q: 3 clusters Score -2237684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2237711.000000 Penalty: 4847.596191
	Iteration 13Q: 3 clusters Score -2237711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2237738.000000 Penalty: 4847.596191
	Iteration 14Q: 3 clusters Score -2237738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2237744.250000 Penalty: 4847.596191
	Iteration 15Q: 3 clusters Score -2237744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2237754.000000 Penalty: 4847.596191
	Iteration 16Q: 3 clusters Score -2237754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2237763.500000 Penalty: 4847.596191
	Iteration 17Q: 3 clusters Score -2237764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2237766.750000 Penalty: 4847.596191
	Iteration 18Q: 3 clusters Score -2237767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2237774.750000 Penalty: 4847.596191
	Iteration 19Q: 3 clusters Score -2237775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2237777.000000 Penalty: 4847.596191
	Iteration 20F: 3 clusters Score -2237777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2237788.500000 Penalty: 4847.596191
	Iteration 21Q: 3 clusters Score -2237788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2237787.750000 Penalty: 4847.596191
	Iteration 22Q: 3 clusters Score -2237788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2237813.250000 Penalty: 4847.596191
	Iteration 23Q: 3 clusters Score -2237813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2237835.500000 Penalty: 4847.596191
	Iteration 24Q: 3 clusters Score -2237836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2237852.750000 Penalty: 4847.596191
	Iteration 25Q: 3 clusters Score -2237853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2237873.750000 Penalty: 4847.596191
	Iteration 26Q: 3 clusters Score -2237874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2237884.250000 Penalty: 4847.596191
	Iteration 27Q: 3 clusters Score -2237884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2237898.750000 Penalty: 4847.596191
	Iteration 28Q: 3 clusters Score -2237899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2237911.250000 Penalty: 4847.596191
	Iteration 29Q: 3 clusters Score -2237911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2237918.250000 Penalty: 4847.596191
	Iteration 30Q: 3 clusters Score -2237918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2237930.250000 Penalty: 4847.596191
	Iteration 31Q: 3 clusters Score -2237930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2237928.500000 Penalty: 4847.596191
	Iteration 32Q: 3 clusters Score -2237928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2237936.000000 Penalty: 4847.596191
	Iteration 33Q: 3 clusters Score -2237936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2237944.000000 Penalty: 4847.596191
	Iteration 34Q: 3 clusters Score -2237944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2237946.750000 Penalty: 4847.596191
	Iteration 35Q: 3 clusters Score -2237947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2237950.750000 Penalty: 4847.596191
	Iteration 36Q: 3 clusters Score -2237951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2237949.500000 Penalty: 4847.596191
	Iteration 37Q: 3 clusters Score -2237950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2237949.500000 Penalty: 4847.596191
	Iteration 38Q: 3 clusters Score -2237950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2237949.250000 Penalty: 4847.596191
	Iteration 39Q: 3 clusters Score -2237949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2237948.500000 Penalty: 4847.596191
	Iteration 40F: 3 clusters Score -2237948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2237950.500000 Penalty: 4847.596191
	Iteration 41Q: 3 clusters Score -2237950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2237950.500000 Penalty: 4847.596191
	Iteration 42F: 3 clusters Score -2237950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 58666 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Mstep: Class 27 contains 2488 members 
Entering Unmasked Estep 
Score: -104869480.000000 Penalty: 91338.234375
Splitting cluster 7 changes total score from -104858632.000000 to -104869480.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1278308.000000 Penalty: 2296.901367
	Iteration 0F: 2 clusters Score -1278308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1270275.125000 Penalty: 4593.802734
	Iteration 0F: 3 clusters Score -1270275 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1272631.125000 Penalty: 4593.802734
	Iteration 1F: 3 clusters Score -1272631 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1272962.750000 Penalty: 4593.802734
	Iteration 2F: 3 clusters Score -1272963 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1273177.625000 Penalty: 4593.802734
	Iteration 3Q: 3 clusters Score -1273178 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1273381.250000 Penalty: 4593.802734
	Iteration 4Q: 3 clusters Score -1273381 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1273595.000000 Penalty: 4593.802734
	Iteration 5Q: 3 clusters Score -1273595 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1273884.500000 Penalty: 4593.802734
	Iteration 6Q: 3 clusters Score -1273884 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1274236.500000 Penalty: 4593.802734
	Iteration 7Q: 3 clusters Score -1274236 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1274647.750000 Penalty: 4593.802734
	Iteration 8F: 3 clusters Score -1274648 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1274978.375000 Penalty: 4593.802734
	Iteration 9Q: 3 clusters Score -1274978 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1275254.625000 Penalty: 4593.802734
	Iteration 10Q: 3 clusters Score -1275255 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1275474.000000 Penalty: 4593.802734
	Iteration 11Q: 3 clusters Score -1275474 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1275611.875000 Penalty: 4593.802734
	Iteration 12Q: 3 clusters Score -1275612 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1275717.875000 Penalty: 4593.802734
	Iteration 13Q: 3 clusters Score -1275718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1275807.125000 Penalty: 4593.802734
	Iteration 14Q: 3 clusters Score -1275807 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1275907.500000 Penalty: 4593.802734
	Iteration 15Q: 3 clusters Score -1275908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1276010.125000 Penalty: 4593.802734
	Iteration 16Q: 3 clusters Score -1276010 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1276136.625000 Penalty: 4593.802734
	Iteration 17Q: 3 clusters Score -1276137 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1276285.125000 Penalty: 4593.802734
	Iteration 18Q: 3 clusters Score -1276285 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1276434.125000 Penalty: 4593.802734
	Iteration 19Q: 3 clusters Score -1276434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1276561.000000 Penalty: 4593.802734
	Iteration 20F: 3 clusters Score -1276561 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1276701.375000 Penalty: 4593.802734
	Iteration 21Q: 3 clusters Score -1276701 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1276804.750000 Penalty: 4593.802734
	Iteration 22Q: 3 clusters Score -1276805 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1276885.250000 Penalty: 4593.802734
	Iteration 23Q: 3 clusters Score -1276885 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1276949.875000 Penalty: 4593.802734
	Iteration 24Q: 3 clusters Score -1276950 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1277014.750000 Penalty: 4593.802734
	Iteration 25Q: 3 clusters Score -1277015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1277048.375000 Penalty: 4593.802734
	Iteration 26Q: 3 clusters Score -1277048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1277088.875000 Penalty: 4593.802734
	Iteration 27Q: 3 clusters Score -1277089 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1277113.500000 Penalty: 4593.802734
	Iteration 28Q: 3 clusters Score -1277114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1277137.750000 Penalty: 4593.802734
	Iteration 29Q: 3 clusters Score -1277138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1277160.375000 Penalty: 4593.802734
	Iteration 30Q: 3 clusters Score -1277160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1277187.250000 Penalty: 4593.802734
	Iteration 31Q: 3 clusters Score -1277187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1277212.750000 Penalty: 4593.802734
	Iteration 32Q: 3 clusters Score -1277213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1277224.125000 Penalty: 4593.802734
	Iteration 33Q: 3 clusters Score -1277224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1277242.500000 Penalty: 4593.802734
	Iteration 34Q: 3 clusters Score -1277242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1277253.125000 Penalty: 4593.802734
	Iteration 35Q: 3 clusters Score -1277253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1277264.000000 Penalty: 4593.802734
	Iteration 36Q: 3 clusters Score -1277264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1277272.250000 Penalty: 4593.802734
	Iteration 37Q: 3 clusters Score -1277272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1277283.625000 Penalty: 4593.802734
	Iteration 38Q: 3 clusters Score -1277284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1277294.875000 Penalty: 4593.802734
	Iteration 39Q: 3 clusters Score -1277295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1277299.250000 Penalty: 4593.802734
	Iteration 40F: 3 clusters Score -1277299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1277310.625000 Penalty: 4593.802734
	Iteration 41Q: 3 clusters Score -1277311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1277323.375000 Penalty: 4593.802734
	Iteration 42Q: 3 clusters Score -1277323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1277327.500000 Penalty: 4593.802734
	Iteration 43Q: 3 clusters Score -1277328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1277334.500000 Penalty: 4593.802734
	Iteration 44Q: 3 clusters Score -1277334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1277339.500000 Penalty: 4593.802734
	Iteration 45Q: 3 clusters Score -1277340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1277342.750000 Penalty: 4593.802734
	Iteration 46Q: 3 clusters Score -1277343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1277347.750000 Penalty: 4593.802734
	Iteration 47Q: 3 clusters Score -1277348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1277350.125000 Penalty: 4593.802734
	Iteration 48Q: 3 clusters Score -1277350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1277354.250000 Penalty: 4593.802734
	Iteration 49Q: 3 clusters Score -1277354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1277358.375000 Penalty: 4593.802734
	Iteration 50Q: 3 clusters Score -1277358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1277360.500000 Penalty: 4593.802734
	Iteration 51Q: 3 clusters Score -1277360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1277361.625000 Penalty: 4593.802734
	Iteration 52Q: 3 clusters Score -1277362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1277362.500000 Penalty: 4593.802734
	Iteration 53Q: 3 clusters Score -1277362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1277365.000000 Penalty: 4593.802734
	Iteration 54Q: 3 clusters Score -1277365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1277366.375000 Penalty: 4593.802734
	Iteration 55Q: 3 clusters Score -1277366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1277369.875000 Penalty: 4593.802734
	Iteration 56Q: 3 clusters Score -1277370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1277371.250000 Penalty: 4593.802734
	Iteration 57Q: 3 clusters Score -1277371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1277370.375000 Penalty: 4593.802734
	Iteration 58Q: 3 clusters Score -1277370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1277375.125000 Penalty: 4593.802734
	Iteration 59Q: 3 clusters Score -1277375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1277375.500000 Penalty: 4593.802734
	Iteration 60F: 3 clusters Score -1277376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1277376.625000 Penalty: 4593.802734
	Iteration 61Q: 3 clusters Score -1277377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1277378.125000 Penalty: 4593.802734
	Iteration 62Q: 3 clusters Score -1277378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1277378.625000 Penalty: 4593.802734
	Iteration 63Q: 3 clusters Score -1277379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1277377.500000 Penalty: 4593.802734
	Iteration 64Q: 3 clusters Score -1277378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1277378.750000 Penalty: 4593.802734
	Iteration 65Q: 3 clusters Score -1277379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1277379.375000 Penalty: 4593.802734
	Iteration 66Q: 3 clusters Score -1277379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1277380.500000 Penalty: 4593.802734
	Iteration 67Q: 3 clusters Score -1277380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1277379.250000 Penalty: 4593.802734
	Iteration 68Q: 3 clusters Score -1277379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1277380.750000 Penalty: 4593.802734
	Iteration 69Q: 3 clusters Score -1277381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1277383.125000 Penalty: 4593.802734
	Iteration 70Q: 3 clusters Score -1277383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1277387.125000 Penalty: 4593.802734
	Iteration 71Q: 3 clusters Score -1277387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1277384.125000 Penalty: 4593.802734
	Iteration 72Q: 3 clusters Score -1277384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1277385.625000 Penalty: 4593.802734
	Iteration 73Q: 3 clusters Score -1277386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1277383.125000 Penalty: 4593.802734
	Iteration 74Q: 3 clusters Score -1277383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1277385.625000 Penalty: 4593.802734
	Iteration 75Q: 3 clusters Score -1277386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1277386.750000 Penalty: 4593.802734
	Iteration 76Q: 3 clusters Score -1277387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1277386.750000 Penalty: 4593.802734
	Iteration 77F: 3 clusters Score -1277387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Entering Unmasked Estep 
Score: -6887734.000000 Penalty: 2722.944580
	Iteration 0F: 2 clusters Score -6887734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -6848344.500000 Penalty: 5445.889160
	Iteration 0F: 3 clusters Score -6848344 nChanged 27329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6864388.500000 Penalty: 5445.889160
	Iteration 1F: 3 clusters Score -6864388 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6866495.000000 Penalty: 5445.889160
	Iteration 2F: 3 clusters Score -6866495 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6869921.500000 Penalty: 5445.889160
	Iteration 3F: 3 clusters Score -6869922 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6874605.000000 Penalty: 5445.889160
	Iteration 4F: 3 clusters Score -6874605 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6879314.000000 Penalty: 5445.889160
	Iteration 5F: 3 clusters Score -6879314 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -6882720.500000 Penalty: 5445.889160
	Iteration 6F: 3 clusters Score -6882720 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -6884782.500000 Penalty: 5445.889160
	Iteration 7Q: 3 clusters Score -6884782 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -6885990.500000 Penalty: 5445.889160
	Iteration 8Q: 3 clusters Score -6885990 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -6886606.000000 Penalty: 5445.889160
	Iteration 9Q: 3 clusters Score -6886606 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -6887037.000000 Penalty: 5445.889160
	Iteration 10Q: 3 clusters Score -6887037 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6887266.500000 Penalty: 5445.889160
	Iteration 11Q: 3 clusters Score -6887266 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -6887388.500000 Penalty: 5445.889160
	Iteration 12Q: 3 clusters Score -6887388 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6887457.000000 Penalty: 5445.889160
	Iteration 13Q: 3 clusters Score -6887457 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -6887519.500000 Penalty: 5445.889160
	Iteration 14Q: 3 clusters Score -6887520 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -6887524.500000 Penalty: 5445.889160
	Iteration 15Q: 3 clusters Score -6887524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6887573.500000 Penalty: 5445.889160
	Iteration 16Q: 3 clusters Score -6887574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -6887585.500000 Penalty: 5445.889160
	Iteration 17Q: 3 clusters Score -6887586 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -6887640.000000 Penalty: 5445.889160
	Iteration 18Q: 3 clusters Score -6887640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -6887661.500000 Penalty: 5445.889160
	Iteration 19Q: 3 clusters Score -6887662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6887662.500000 Penalty: 5445.889160
	Iteration 20F: 3 clusters Score -6887662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -6887664.500000 Penalty: 5445.889160
	Iteration 21Q: 3 clusters Score -6887664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -6887685.000000 Penalty: 5445.889160
	Iteration 22Q: 3 clusters Score -6887685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -6887680.000000 Penalty: 5445.889160
	Iteration 23Q: 3 clusters Score -6887680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -6887699.000000 Penalty: 5445.889160
	Iteration 24Q: 3 clusters Score -6887699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -6887708.500000 Penalty: 5445.889160
	Iteration 25Q: 3 clusters Score -6887708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -6887737.000000 Penalty: 5445.889160
	Iteration 26Q: 3 clusters Score -6887737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -6887737.500000 Penalty: 5445.889160
	Iteration 27Q: 3 clusters Score -6887738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -6887745.500000 Penalty: 5445.889160
	Iteration 28Q: 3 clusters Score -6887746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -6887755.500000 Penalty: 5445.889160
	Iteration 29Q: 3 clusters Score -6887756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -6887781.500000 Penalty: 5445.889160
	Iteration 30Q: 3 clusters Score -6887782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6887791.000000 Penalty: 5445.889160
	Iteration 31Q: 3 clusters Score -6887791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6887811.500000 Penalty: 5445.889160
	Iteration 32Q: 3 clusters Score -6887812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -6887835.000000 Penalty: 5445.889160
	Iteration 33Q: 3 clusters Score -6887835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -6887823.500000 Penalty: 5445.889160
	Iteration 34Q: 3 clusters Score -6887824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -6887827.500000 Penalty: 5445.889160
	Iteration 35Q: 3 clusters Score -6887828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -6887829.000000 Penalty: 5445.889160
	Iteration 36Q: 3 clusters Score -6887829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -6887833.500000 Penalty: 5445.889160
	Iteration 37Q: 3 clusters Score -6887834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -6887840.500000 Penalty: 5445.889160
	Iteration 38Q: 3 clusters Score -6887840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6887852.000000 Penalty: 5445.889160
	Iteration 39Q: 3 clusters Score -6887852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -6887859.500000 Penalty: 5445.889160
	Iteration 40F: 3 clusters Score -6887860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -6887868.000000 Penalty: 5445.889160
	Iteration 41Q: 3 clusters Score -6887868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -6887871.000000 Penalty: 5445.889160
	Iteration 42Q: 3 clusters Score -6887871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6887873.500000 Penalty: 5445.889160
	Iteration 43Q: 3 clusters Score -6887874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -6887869.000000 Penalty: 5445.889160
	Iteration 44Q: 3 clusters Score -6887869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6887887.500000 Penalty: 5445.889160
	Iteration 45Q: 3 clusters Score -6887888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6887884.000000 Penalty: 5445.889160
	Iteration 46Q: 3 clusters Score -6887884 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6887888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -6887894.000000 Penalty: 5445.889160
	Iteration 48Q: 3 clusters Score -6887894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -6887909.000000 Penalty: 5445.889160
	Iteration 49Q: 3 clusters Score -6887909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -6887924.000000 Penalty: 5445.889160
	Iteration 50Q: 3 clusters Score -6887924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6887932.000000 Penalty: 5445.889160
	Iteration 51Q: 3 clusters Score -6887932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -6887926.000000 Penalty: 5445.889160
	Iteration 52Q: 3 clusters Score -6887926 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -6887933.000000 Penalty: 5445.889160
	Iteration 53Q: 3 clusters Score -6887933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6887946.000000 Penalty: 5445.889160
	Iteration 54Q: 3 clusters Score -6887946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -6887928.000000 Penalty: 5445.889160
	Iteration 55Q: 3 clusters Score -6887928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -6887936.000000 Penalty: 5445.889160
	Iteration 56Q: 3 clusters Score -6887936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -6887926.000000 Penalty: 5445.889160
	Iteration 57Q: 3 clusters Score -6887926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6887928.000000 Penalty: 5445.889160
	Iteration 58Q: 3 clusters Score -6887928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -6887930.000000 Penalty: 5445.889160
	Iteration 59Q: 3 clusters Score -6887930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6887920.500000 Penalty: 5445.889160
	Iteration 60F: 3 clusters Score -6887920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6887920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6887933.000000 Penalty: 5445.889160
	Iteration 62Q: 3 clusters Score -6887933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -6887924.000000 Penalty: 5445.889160
	Iteration 63Q: 3 clusters Score -6887924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -6887934.000000 Penalty: 5445.889160
	Iteration 64Q: 3 clusters Score -6887934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -6887922.500000 Penalty: 5445.889160
	Iteration 65Q: 3 clusters Score -6887922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6887944.500000 Penalty: 5445.889160
	Iteration 66Q: 3 clusters Score -6887944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -6887952.000000 Penalty: 5445.889160
	Iteration 67Q: 3 clusters Score -6887952 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -6887960.000000 Penalty: 5445.889160
	Iteration 68Q: 3 clusters Score -6887960 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49083 members 
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Entering Unmasked Estep 
Score: -6887962.500000 Penalty: 5445.889160
	Iteration 69Q: 3 clusters Score -6887962 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -6887964.500000 Penalty: 5445.889160
	Iteration 70Q: 3 clusters Score -6887964 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6887976.500000 Penalty: 5445.889160
	Iteration 71Q: 3 clusters Score -6887976 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -6887979.500000 Penalty: 5445.889160
	Iteration 72Q: 3 clusters Score -6887980 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -6887988.000000 Penalty: 5445.889160
	Iteration 73Q: 3 clusters Score -6887988 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -6887995.500000 Penalty: 5445.889160
	Iteration 74Q: 3 clusters Score -6887996 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -6887971.500000 Penalty: 5445.889160
	Iteration 75Q: 3 clusters Score -6887972 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6887972 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -6887975.000000 Penalty: 5445.889160
	Iteration 77Q: 3 clusters Score -6887975 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6887975.500000 Penalty: 5445.889160
	Iteration 78Q: 3 clusters Score -6887976 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -6887969.000000 Penalty: 5445.889160
	Iteration 79Q: 3 clusters Score -6887969 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6887971.500000 Penalty: 5445.889160
	Iteration 80F: 3 clusters Score -6887972 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -6887977.000000 Penalty: 5445.889160
	Iteration 81Q: 3 clusters Score -6887977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6887980.500000 Penalty: 5445.889160
	Iteration 82Q: 3 clusters Score -6887980 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -6887968.000000 Penalty: 5445.889160
	Iteration 83Q: 3 clusters Score -6887968 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6887964.000000 Penalty: 5445.889160
	Iteration 84Q: 3 clusters Score -6887964 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -6887974.500000 Penalty: 5445.889160
	Iteration 85Q: 3 clusters Score -6887974 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -6887965.000000 Penalty: 5445.889160
	Iteration 86Q: 3 clusters Score -6887965 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -6887967.500000 Penalty: 5445.889160
	Iteration 87Q: 3 clusters Score -6887968 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6887983.000000 Penalty: 5445.889160
	Iteration 88Q: 3 clusters Score -6887983 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -6887986.500000 Penalty: 5445.889160
	Iteration 89Q: 3 clusters Score -6887986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -6887971.000000 Penalty: 5445.889160
	Iteration 90Q: 3 clusters Score -6887971 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -6887977.500000 Penalty: 5445.889160
	Iteration 91Q: 3 clusters Score -6887978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6887974.000000 Penalty: 5445.889160
	Iteration 92Q: 3 clusters Score -6887974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -6887984.000000 Penalty: 5445.889160
	Iteration 93Q: 3 clusters Score -6887984 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -6887996.000000 Penalty: 5445.889160
	Iteration 94Q: 3 clusters Score -6887996 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -6888000.000000 Penalty: 5445.889160
	Iteration 95Q: 3 clusters Score -6888000 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -6887973.500000 Penalty: 5445.889160
	Iteration 96Q: 3 clusters Score -6887974 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6887974 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -6887970.000000 Penalty: 5445.889160
	Iteration 98Q: 3 clusters Score -6887970 nChanged 38
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Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6887985.000000 Penalty: 5445.889160
	Iteration 99Q: 3 clusters Score -6887985 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -6887997.500000 Penalty: 5445.889160
	Iteration 100F: 3 clusters Score -6887998 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -6888003.000000 Penalty: 5445.889160
	Iteration 101Q: 3 clusters Score -6888003 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -6888031.000000 Penalty: 5445.889160
	Iteration 102Q: 3 clusters Score -6888031 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -6888043.500000 Penalty: 5445.889160
	Iteration 103Q: 3 clusters Score -6888044 nChanged 52
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Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6888058.000000 Penalty: 5445.889160
	Iteration 104Q: 3 clusters Score -6888058 nChanged 66
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Mstep: Class 1 contains 50098 members 
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Entering Unmasked Estep 
Score: -6888063.500000 Penalty: 5445.889160
	Iteration 105Q: 3 clusters Score -6888064 nChanged 73
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Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -6888078.000000 Penalty: 5445.889160
	Iteration 106Q: 3 clusters Score -6888078 nChanged 77
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Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6888091 nChanged 76
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Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6888072 nChanged 88
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Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -6888101.000000 Penalty: 5445.889160
	Iteration 109Q: 3 clusters Score -6888101 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6888119.000000 Penalty: 5445.889160
	Iteration 110Q: 3 clusters Score -6888119 nChanged 115
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Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6888160.500000 Penalty: 5445.889160
	Iteration 111Q: 3 clusters Score -6888160 nChanged 114
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Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -6888174.500000 Penalty: 5445.889160
	Iteration 112Q: 3 clusters Score -6888174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -6888216.000000 Penalty: 5445.889160
	Iteration 113Q: 3 clusters Score -6888216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6888243.500000 Penalty: 5445.889160
	Iteration 114Q: 3 clusters Score -6888244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6888286.500000 Penalty: 5445.889160
	Iteration 115Q: 3 clusters Score -6888286 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -6888310.500000 Penalty: 5445.889160
	Iteration 116Q: 3 clusters Score -6888310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -6888356.500000 Penalty: 5445.889160
	Iteration 117Q: 3 clusters Score -6888356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -6888393.000000 Penalty: 5445.889160
	Iteration 118Q: 3 clusters Score -6888393 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6888445.000000 Penalty: 5445.889160
	Iteration 119Q: 3 clusters Score -6888445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -6888475.000000 Penalty: 5445.889160
	Iteration 120F: 3 clusters Score -6888475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -6888501.500000 Penalty: 5445.889160
	Iteration 121Q: 3 clusters Score -6888502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6888496.000000 Penalty: 5445.889160
	Iteration 122Q: 3 clusters Score -6888496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -6888515.000000 Penalty: 5445.889160
	Iteration 123Q: 3 clusters Score -6888515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -6888529.000000 Penalty: 5445.889160
	Iteration 124Q: 3 clusters Score -6888529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6888547.000000 Penalty: 5445.889160
	Iteration 125Q: 3 clusters Score -6888547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6888553.000000 Penalty: 5445.889160
	Iteration 126Q: 3 clusters Score -6888553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6888559.000000 Penalty: 5445.889160
	Iteration 127Q: 3 clusters Score -6888559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -6888554.000000 Penalty: 5445.889160
	Iteration 128Q: 3 clusters Score -6888554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -6888550.500000 Penalty: 5445.889160
	Iteration 129Q: 3 clusters Score -6888550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6888558.500000 Penalty: 5445.889160
	Iteration 130Q: 3 clusters Score -6888558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6888569.000000 Penalty: 5445.889160
	Iteration 131Q: 3 clusters Score -6888569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6888566.000000 Penalty: 5445.889160
	Iteration 132Q: 3 clusters Score -6888566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -6888583.500000 Penalty: 5445.889160
	Iteration 133Q: 3 clusters Score -6888584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6888569.500000 Penalty: 5445.889160
	Iteration 134Q: 3 clusters Score -6888570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -6888580.000000 Penalty: 5445.889160
	Iteration 135Q: 3 clusters Score -6888580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -6888559.500000 Penalty: 5445.889160
	Iteration 136Q: 3 clusters Score -6888560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6888566.500000 Penalty: 5445.889160
	Iteration 137Q: 3 clusters Score -6888566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -6888585.000000 Penalty: 5445.889160
	Iteration 138Q: 3 clusters Score -6888585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6888581.000000 Penalty: 5445.889160
	Iteration 139Q: 3 clusters Score -6888581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -6888570.500000 Penalty: 5445.889160
	Iteration 140F: 3 clusters Score -6888570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6888565.500000 Penalty: 5445.889160
	Iteration 141Q: 3 clusters Score -6888566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -6888574.500000 Penalty: 5445.889160
	Iteration 142Q: 3 clusters Score -6888574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6888571.000000 Penalty: 5445.889160
	Iteration 143Q: 3 clusters Score -6888571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6888576.500000 Penalty: 5445.889160
	Iteration 144Q: 3 clusters Score -6888576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6888576.000000 Penalty: 5445.889160
	Iteration 145Q: 3 clusters Score -6888576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -6888575.000000 Penalty: 5445.889160
	Iteration 146Q: 3 clusters Score -6888575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6888570.000000 Penalty: 5445.889160
	Iteration 147Q: 3 clusters Score -6888570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -6888561.000000 Penalty: 5445.889160
	Iteration 148Q: 3 clusters Score -6888561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6888560.000000 Penalty: 5445.889160
	Iteration 149Q: 3 clusters Score -6888560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -6888557.000000 Penalty: 5445.889160
	Iteration 150Q: 3 clusters Score -6888557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6888561.500000 Penalty: 5445.889160
	Iteration 151Q: 3 clusters Score -6888562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -6888571.000000 Penalty: 5445.889160
	Iteration 152Q: 3 clusters Score -6888571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6888579.500000 Penalty: 5445.889160
	Iteration 153Q: 3 clusters Score -6888580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -6888589.000000 Penalty: 5445.889160
	Iteration 154Q: 3 clusters Score -6888589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6888605.000000 Penalty: 5445.889160
	Iteration 155Q: 3 clusters Score -6888605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6888592.500000 Penalty: 5445.889160
	Iteration 156Q: 3 clusters Score -6888592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6888585.500000 Penalty: 5445.889160
	Iteration 157Q: 3 clusters Score -6888586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -6888595.000000 Penalty: 5445.889160
	Iteration 158Q: 3 clusters Score -6888595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -6888602.000000 Penalty: 5445.889160
	Iteration 159Q: 3 clusters Score -6888602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -6888600.000000 Penalty: 5445.889160
	Iteration 160F: 3 clusters Score -6888600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -6888607.500000 Penalty: 5445.889160
	Iteration 161Q: 3 clusters Score -6888608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6888602.500000 Penalty: 5445.889160
	Iteration 162Q: 3 clusters Score -6888602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6888611.500000 Penalty: 5445.889160
	Iteration 163Q: 3 clusters Score -6888612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6888612.500000 Penalty: 5445.889160
	Iteration 164Q: 3 clusters Score -6888612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6888615.000000 Penalty: 5445.889160
	Iteration 165Q: 3 clusters Score -6888615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6888626.000000 Penalty: 5445.889160
	Iteration 166Q: 3 clusters Score -6888626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6888625.500000 Penalty: 5445.889160
	Iteration 167Q: 3 clusters Score -6888626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -6888626.500000 Penalty: 5445.889160
	Iteration 168Q: 3 clusters Score -6888626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6888621.000000 Penalty: 5445.889160
	Iteration 169Q: 3 clusters Score -6888621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -6888624.500000 Penalty: 5445.889160
	Iteration 170Q: 3 clusters Score -6888624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -6888626.500000 Penalty: 5445.889160
	Iteration 171Q: 3 clusters Score -6888626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6888631.500000 Penalty: 5445.889160
	Iteration 172Q: 3 clusters Score -6888632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6888622.500000 Penalty: 5445.889160
	Iteration 173Q: 3 clusters Score -6888622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -6888627.500000 Penalty: 5445.889160
	Iteration 174Q: 3 clusters Score -6888628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -6888623.000000 Penalty: 5445.889160
	Iteration 175Q: 3 clusters Score -6888623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -6888620.000000 Penalty: 5445.889160
	Iteration 176Q: 3 clusters Score -6888620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -6888626.500000 Penalty: 5445.889160
	Iteration 177Q: 3 clusters Score -6888626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6888627.000000 Penalty: 5445.889160
	Iteration 178Q: 3 clusters Score -6888627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -6888625.500000 Penalty: 5445.889160
	Iteration 179Q: 3 clusters Score -6888626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -6888628.500000 Penalty: 5445.889160
	Iteration 180F: 3 clusters Score -6888628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6888623.000000 Penalty: 5445.889160
	Iteration 181Q: 3 clusters Score -6888623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6888619.500000 Penalty: 5445.889160
	Iteration 182Q: 3 clusters Score -6888620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6888619.500000 Penalty: 5445.889160
	Iteration 183F: 3 clusters Score -6888620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 52540 members 
Mstep: Class 10 contains 102631 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6126 members 
Entering Unmasked Estep 
Score: -104869960.000000 Penalty: 94721.132812
Splitting cluster 9 changes total score from -104858632.000000 to -104869960.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (102631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Entering Unmasked Estep 
Score: -13325757.000000 Penalty: 2861.645996
	Iteration 0F: 2 clusters Score -1.332576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -13256935.000000 Penalty: 5723.291992
	Iteration 0F: 3 clusters Score -1.325694e+07 nChanged 48534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -13285348.000000 Penalty: 5723.291992
	Iteration 1F: 3 clusters Score -1.328535e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -13287164.000000 Penalty: 5723.291992
	Iteration 2Q: 3 clusters Score -1.328716e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -13290099.000000 Penalty: 5723.291992
	Iteration 3F: 3 clusters Score -1.32901e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -13294387.000000 Penalty: 5723.291992
	Iteration 4F: 3 clusters Score -1.329439e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -13299603.000000 Penalty: 5723.291992
	Iteration 5F: 3 clusters Score -1.32996e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -13305230.000000 Penalty: 5723.291992
	Iteration 6F: 3 clusters Score -1.330523e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -13310575.000000 Penalty: 5723.291992
	Iteration 7F: 3 clusters Score -1.331058e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -13315454.000000 Penalty: 5723.291992
	Iteration 8F: 3 clusters Score -1.331545e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -13318891.000000 Penalty: 5723.291992
	Iteration 9Q: 3 clusters Score -1.331889e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -13320891.000000 Penalty: 5723.291992
	Iteration 10Q: 3 clusters Score -1.332089e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -13322306.000000 Penalty: 5723.291992
	Iteration 11Q: 3 clusters Score -1.332231e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -13323403.000000 Penalty: 5723.291992
	Iteration 12Q: 3 clusters Score -1.33234e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -13324589.000000 Penalty: 5723.291992
	Iteration 13Q: 3 clusters Score -1.332459e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -13325849.000000 Penalty: 5723.291992
	Iteration 14Q: 3 clusters Score -1.332585e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -13326890.000000 Penalty: 5723.291992
	Iteration 15Q: 3 clusters Score -1.332689e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -13327585.000000 Penalty: 5723.291992
	Iteration 16Q: 3 clusters Score -1.332758e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -13327946.000000 Penalty: 5723.291992
	Iteration 17Q: 3 clusters Score -1.332795e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -13328153.000000 Penalty: 5723.291992
	Iteration 18Q: 3 clusters Score -1.332815e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -13328313.000000 Penalty: 5723.291992
	Iteration 19Q: 3 clusters Score -1.332831e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -13328354.000000 Penalty: 5723.291992
	Iteration 20F: 3 clusters Score -1.332835e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -13328409.000000 Penalty: 5723.291992
	Iteration 21Q: 3 clusters Score -1.332841e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -13328403.000000 Penalty: 5723.291992
	Iteration 22Q: 3 clusters Score -1.33284e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -13328415.000000 Penalty: 5723.291992
	Iteration 23Q: 3 clusters Score -1.332842e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -13328468.000000 Penalty: 5723.291992
	Iteration 24Q: 3 clusters Score -1.332847e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -13328459.000000 Penalty: 5723.291992
	Iteration 25Q: 3 clusters Score -1.332846e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -13328490.000000 Penalty: 5723.291992
	Iteration 26Q: 3 clusters Score -1.332849e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -13328503.000000 Penalty: 5723.291992
	Iteration 27Q: 3 clusters Score -1.33285e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -13328499.000000 Penalty: 5723.291992
	Iteration 28Q: 3 clusters Score -1.33285e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -13328484.000000 Penalty: 5723.291992
	Iteration 29Q: 3 clusters Score -1.332848e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -13328505.000000 Penalty: 5723.291992
	Iteration 30Q: 3 clusters Score -1.33285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -13328504.000000 Penalty: 5723.291992
	Iteration 31Q: 3 clusters Score -1.33285e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -13328514.000000 Penalty: 5723.291992
	Iteration 32Q: 3 clusters Score -1.332851e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -13328495.000000 Penalty: 5723.291992
	Iteration 33Q: 3 clusters Score -1.33285e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -13328478.000000 Penalty: 5723.291992
	Iteration 34Q: 3 clusters Score -1.332848e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -13328488.000000 Penalty: 5723.291992
	Iteration 35Q: 3 clusters Score -1.332849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -13328501.000000 Penalty: 5723.291992
	Iteration 36Q: 3 clusters Score -1.33285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -13328499.000000 Penalty: 5723.291992
	Iteration 37Q: 3 clusters Score -1.33285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -13328476.000000 Penalty: 5723.291992
	Iteration 38Q: 3 clusters Score -1.332848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -13328458.000000 Penalty: 5723.291992
	Iteration 39Q: 3 clusters Score -1.332846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -13328452.000000 Penalty: 5723.291992
	Iteration 40F: 3 clusters Score -1.332845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -13328452.000000 Penalty: 5723.291992
	Iteration 41Q: 3 clusters Score -1.332845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -13328458.000000 Penalty: 5723.291992
	Iteration 42Q: 3 clusters Score -1.332846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -13328454.000000 Penalty: 5723.291992
	Iteration 43Q: 3 clusters Score -1.332845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -13328469.000000 Penalty: 5723.291992
	Iteration 44Q: 3 clusters Score -1.332847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -13328467.000000 Penalty: 5723.291992
	Iteration 45Q: 3 clusters Score -1.332847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -13328466.000000 Penalty: 5723.291992
	Iteration 46Q: 3 clusters Score -1.332847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -13328457.000000 Penalty: 5723.291992
	Iteration 47Q: 3 clusters Score -1.332846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -13328467.000000 Penalty: 5723.291992
	Iteration 48Q: 3 clusters Score -1.332847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -13328465.000000 Penalty: 5723.291992
	Iteration 49Q: 3 clusters Score -1.332846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -13328462.000000 Penalty: 5723.291992
	Iteration 50Q: 3 clusters Score -1.332846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -13328474.000000 Penalty: 5723.291992
	Iteration 51Q: 3 clusters Score -1.332847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -13328474.000000 Penalty: 5723.291992
	Iteration 52F: 3 clusters Score -1.332847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 52540 members 
Mstep: Class 10 contains 73162 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6126 members 
Mstep: Class 29 contains 29469 members 
Entering Unmasked Estep 
Score: -104872672.000000 Penalty: 98104.031250
Splitting cluster 10 changes total score from -104858632.000000 to -104872672.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (13309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Entering Unmasked Estep 
Score: -1489493.625000 Penalty: 2355.056641
	Iteration 0F: 2 clusters Score -1489494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1479808.875000 Penalty: 4710.113281
	Iteration 0F: 3 clusters Score -1479809 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1483152.750000 Penalty: 4710.113281
	Iteration 1F: 3 clusters Score -1483153 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1483973.875000 Penalty: 4710.113281
	Iteration 2F: 3 clusters Score -1483974 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1484776.750000 Penalty: 4710.113281
	Iteration 3F: 3 clusters Score -1484777 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1485398.500000 Penalty: 4710.113281
	Iteration 4F: 3 clusters Score -1485398 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1485810.000000 Penalty: 4710.113281
	Iteration 5F: 3 clusters Score -1485810 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1486104.250000 Penalty: 4710.113281
	Iteration 6Q: 3 clusters Score -1486104 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1486306.125000 Penalty: 4710.113281
	Iteration 7Q: 3 clusters Score -1486306 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1486433.000000 Penalty: 4710.113281
	Iteration 8Q: 3 clusters Score -1486433 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1486531.500000 Penalty: 4710.113281
	Iteration 9Q: 3 clusters Score -1486532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1486636.750000 Penalty: 4710.113281
	Iteration 10Q: 3 clusters Score -1486637 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1486725.000000 Penalty: 4710.113281
	Iteration 11Q: 3 clusters Score -1486725 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1486803.250000 Penalty: 4710.113281
	Iteration 12Q: 3 clusters Score -1486803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1486872.375000 Penalty: 4710.113281
	Iteration 13Q: 3 clusters Score -1486872 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1486947.125000 Penalty: 4710.113281
	Iteration 14Q: 3 clusters Score -1486947 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1486993.375000 Penalty: 4710.113281
	Iteration 15Q: 3 clusters Score -1486993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1487041.000000 Penalty: 4710.113281
	Iteration 16Q: 3 clusters Score -1487041 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1487075.375000 Penalty: 4710.113281
	Iteration 17Q: 3 clusters Score -1487075 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1487120.000000 Penalty: 4710.113281
	Iteration 18Q: 3 clusters Score -1487120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1487164.000000 Penalty: 4710.113281
	Iteration 19Q: 3 clusters Score -1487164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1487209.875000 Penalty: 4710.113281
	Iteration 20F: 3 clusters Score -1487210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1487247.500000 Penalty: 4710.113281
	Iteration 21Q: 3 clusters Score -1487248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1487305.750000 Penalty: 4710.113281
	Iteration 22Q: 3 clusters Score -1487306 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1487358.375000 Penalty: 4710.113281
	Iteration 23Q: 3 clusters Score -1487358 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1487407.750000 Penalty: 4710.113281
	Iteration 24Q: 3 clusters Score -1487408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1487461.375000 Penalty: 4710.113281
	Iteration 25Q: 3 clusters Score -1487461 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1487525.125000 Penalty: 4710.113281
	Iteration 26Q: 3 clusters Score -1487525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1487572.125000 Penalty: 4710.113281
	Iteration 27Q: 3 clusters Score -1487572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1487608.000000 Penalty: 4710.113281
	Iteration 28Q: 3 clusters Score -1487608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1487649.125000 Penalty: 4710.113281
	Iteration 29Q: 3 clusters Score -1487649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1487685.125000 Penalty: 4710.113281
	Iteration 30Q: 3 clusters Score -1487685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1487717.500000 Penalty: 4710.113281
	Iteration 31Q: 3 clusters Score -1487718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1487760.500000 Penalty: 4710.113281
	Iteration 32Q: 3 clusters Score -1487760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1487805.375000 Penalty: 4710.113281
	Iteration 33Q: 3 clusters Score -1487805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1487853.875000 Penalty: 4710.113281
	Iteration 34Q: 3 clusters Score -1487854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1487917.375000 Penalty: 4710.113281
	Iteration 35Q: 3 clusters Score -1487917 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1487974.375000 Penalty: 4710.113281
	Iteration 36Q: 3 clusters Score -1487974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1488058.625000 Penalty: 4710.113281
	Iteration 37Q: 3 clusters Score -1488059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1488115.375000 Penalty: 4710.113281
	Iteration 38Q: 3 clusters Score -1488115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1488162.250000 Penalty: 4710.113281
	Iteration 39Q: 3 clusters Score -1488162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1488193.375000 Penalty: 4710.113281
	Iteration 40F: 3 clusters Score -1488193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1488206.500000 Penalty: 4710.113281
	Iteration 41Q: 3 clusters Score -1488206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1488223.750000 Penalty: 4710.113281
	Iteration 42Q: 3 clusters Score -1488224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1488237.500000 Penalty: 4710.113281
	Iteration 43Q: 3 clusters Score -1488238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1488246.125000 Penalty: 4710.113281
	Iteration 44Q: 3 clusters Score -1488246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1488258.500000 Penalty: 4710.113281
	Iteration 45Q: 3 clusters Score -1488258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1488262.750000 Penalty: 4710.113281
	Iteration 46Q: 3 clusters Score -1488263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1488265.500000 Penalty: 4710.113281
	Iteration 47Q: 3 clusters Score -1488266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1488267.875000 Penalty: 4710.113281
	Iteration 48Q: 3 clusters Score -1488268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1488269.125000 Penalty: 4710.113281
	Iteration 49Q: 3 clusters Score -1488269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1488270.500000 Penalty: 4710.113281
	Iteration 50Q: 3 clusters Score -1488270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1488273.000000 Penalty: 4710.113281
	Iteration 51Q: 3 clusters Score -1488273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1488274.250000 Penalty: 4710.113281
	Iteration 52Q: 3 clusters Score -1488274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1488271.375000 Penalty: 4710.113281
	Iteration 53Q: 3 clusters Score -1488271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1488277.375000 Penalty: 4710.113281
	Iteration 54Q: 3 clusters Score -1488277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1488278.500000 Penalty: 4710.113281
	Iteration 55Q: 3 clusters Score -1488278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1488275.750000 Penalty: 4710.113281
	Iteration 56Q: 3 clusters Score -1488276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1488276.625000 Penalty: 4710.113281
	Iteration 57Q: 3 clusters Score -1488277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1488276.625000 Penalty: 4710.113281
	Iteration 58F: 3 clusters Score -1488277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -574178.062500 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -574178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -569833.062500 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -569833.1 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -570860.125000 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -570860.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -571070.812500 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -571070.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -571229.500000 Penalty: 4197.308105
	Iteration 3F: 3 clusters Score -571229.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -571376.562500 Penalty: 4197.308105
	Iteration 4Q: 3 clusters Score -571376.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -571488.375000 Penalty: 4197.308105
	Iteration 5Q: 3 clusters Score -571488.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -571550.625000 Penalty: 4197.308105
	Iteration 6Q: 3 clusters Score -571550.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -571595.750000 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -571595.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -571632.562500 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -571632.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -571673.187500 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -571673.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -571717.312500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -571717.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -571771.812500 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -571771.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -571846.375000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -571846.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -571964.500000 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -571964.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -572107.687500 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -572107.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -572260.437500 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -572260.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -572398.937500 Penalty: 4197.308105
	Iteration 16Q: 3 clusters Score -572398.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -572528.000000 Penalty: 4197.308105
	Iteration 17Q: 3 clusters Score -572528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -572622.312500 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -572622.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -572683.937500 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -572683.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -572744.875000 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -572744.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -572794.187500 Penalty: 4197.308105
	Iteration 21Q: 3 clusters Score -572794.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -572842.250000 Penalty: 4197.308105
	Iteration 22Q: 3 clusters Score -572842.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -572880.375000 Penalty: 4197.308105
	Iteration 23Q: 3 clusters Score -572880.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -572907.937500 Penalty: 4197.308105
	Iteration 24Q: 3 clusters Score -572907.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -572938.312500 Penalty: 4197.308105
	Iteration 25Q: 3 clusters Score -572938.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -572965.562500 Penalty: 4197.308105
	Iteration 26Q: 3 clusters Score -572965.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -572997.625000 Penalty: 4197.308105
	Iteration 27Q: 3 clusters Score -572997.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -573028.750000 Penalty: 4197.308105
	Iteration 28Q: 3 clusters Score -573028.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -573048.000000 Penalty: 4197.308105
	Iteration 29Q: 3 clusters Score -573048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -573071.062500 Penalty: 4197.308105
	Iteration 30Q: 3 clusters Score -573071.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -573100.625000 Penalty: 4197.308105
	Iteration 31Q: 3 clusters Score -573100.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -573133.375000 Penalty: 4197.308105
	Iteration 32Q: 3 clusters Score -573133.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -573156.750000 Penalty: 4197.308105
	Iteration 33Q: 3 clusters Score -573156.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -573168.750000 Penalty: 4197.308105
	Iteration 34Q: 3 clusters Score -573168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -573177.812500 Penalty: 4197.308105
	Iteration 35Q: 3 clusters Score -573177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -573185.375000 Penalty: 4197.308105
	Iteration 36Q: 3 clusters Score -573185.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -573193.937500 Penalty: 4197.308105
	Iteration 37Q: 3 clusters Score -573193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -573203.625000 Penalty: 4197.308105
	Iteration 38Q: 3 clusters Score -573203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -573216.375000 Penalty: 4197.308105
	Iteration 39Q: 3 clusters Score -573216.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -573225.250000 Penalty: 4197.308105
	Iteration 40F: 3 clusters Score -573225.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -573232.375000 Penalty: 4197.308105
	Iteration 41Q: 3 clusters Score -573232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -573236.500000 Penalty: 4197.308105
	Iteration 42Q: 3 clusters Score -573236.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -573240.062500 Penalty: 4197.308105
	Iteration 43Q: 3 clusters Score -573240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -573244.562500 Penalty: 4197.308105
	Iteration 44Q: 3 clusters Score -573244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -573251.437500 Penalty: 4197.308105
	Iteration 45Q: 3 clusters Score -573251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -573254.562500 Penalty: 4197.308105
	Iteration 46Q: 3 clusters Score -573254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -573258.625000 Penalty: 4197.308105
	Iteration 47Q: 3 clusters Score -573258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -573261.437500 Penalty: 4197.308105
	Iteration 48Q: 3 clusters Score -573261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -573263.062500 Penalty: 4197.308105
	Iteration 49Q: 3 clusters Score -573263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -573266.625000 Penalty: 4197.308105
	Iteration 50Q: 3 clusters Score -573266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -573267.312500 Penalty: 4197.308105
	Iteration 51Q: 3 clusters Score -573267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -573269.125000 Penalty: 4197.308105
	Iteration 52Q: 3 clusters Score -573269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -573269.562500 Penalty: 4197.308105
	Iteration 53Q: 3 clusters Score -573269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -573270.500000 Penalty: 4197.308105
	Iteration 54Q: 3 clusters Score -573270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -573270.500000 Penalty: 4197.308105
	Iteration 55F: 3 clusters Score -573270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -587289.500000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -587289.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -582717.562500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -582717.6 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -583863.562500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -583863.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -584089.875000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -584089.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -584231.375000 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -584231.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -584319.437500 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -584319.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -584385.375000 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -584385.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -584442.375000 Penalty: 4247.498047
	Iteration 6Q: 3 clusters Score -584442.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -584496.375000 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -584496.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -584543.062500 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -584543.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -584581.562500 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -584581.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -584619.750000 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -584619.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -584657.062500 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -584657.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -584688.000000 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -584688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -584711.250000 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -584711.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -584735.812500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -584735.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -584753.750000 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -584753.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -584778.000000 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -584778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -584806.312500 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -584806.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -584839.437500 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -584839.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -584867.375000 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -584867.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -584892.625000 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -584892.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -584911.437500 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -584911.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -584931.562500 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -584931.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -584958.187500 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -584958.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -584988.062500 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -584988.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -585023.625000 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -585023.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -585066.562500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -585066.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -585119.875000 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -585119.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -585194.187500 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -585194.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -585291.562500 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -585291.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -585402.687500 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -585402.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -585536.687500 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -585536.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -585693.625000 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -585693.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -585851.562500 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -585851.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -586026.687500 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -586026.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -586177.250000 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -586177.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -586354.812500 Penalty: 4247.498047
	Iteration 36Q: 3 clusters Score -586354.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -586529.500000 Penalty: 4247.498047
	Iteration 37Q: 3 clusters Score -586529.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -586663.000000 Penalty: 4247.498047
	Iteration 38Q: 3 clusters Score -586663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -586762.500000 Penalty: 4247.498047
	Iteration 39Q: 3 clusters Score -586762.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -586831.187500 Penalty: 4247.498047
	Iteration 40F: 3 clusters Score -586831.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -586875.375000 Penalty: 4247.498047
	Iteration 41Q: 3 clusters Score -586875.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -586917.062500 Penalty: 4247.498047
	Iteration 42Q: 3 clusters Score -586917.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -586939.437500 Penalty: 4247.498047
	Iteration 43Q: 3 clusters Score -586939.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -586953.625000 Penalty: 4247.498047
	Iteration 44Q: 3 clusters Score -586953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -586960.750000 Penalty: 4247.498047
	Iteration 45Q: 3 clusters Score -586960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -586967.125000 Penalty: 4247.498047
	Iteration 46Q: 3 clusters Score -586967.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -586973.875000 Penalty: 4247.498047
	Iteration 47Q: 3 clusters Score -586973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -586977.562500 Penalty: 4247.498047
	Iteration 48Q: 3 clusters Score -586977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -586980.437500 Penalty: 4247.498047
	Iteration 49Q: 3 clusters Score -586980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -586986.812500 Penalty: 4247.498047
	Iteration 50Q: 3 clusters Score -586986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -586992.312500 Penalty: 4247.498047
	Iteration 51Q: 3 clusters Score -586992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -586995.375000 Penalty: 4247.498047
	Iteration 52Q: 3 clusters Score -586995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -586996.937500 Penalty: 4247.498047
	Iteration 53Q: 3 clusters Score -586996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -587002.375000 Penalty: 4247.498047
	Iteration 54Q: 3 clusters Score -587002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -587007.312500 Penalty: 4247.498047
	Iteration 55Q: 3 clusters Score -587007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -587012.125000 Penalty: 4247.498047
	Iteration 56Q: 3 clusters Score -587012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -587014.125000 Penalty: 4247.498047
	Iteration 57Q: 3 clusters Score -587014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -587016.125000 Penalty: 4247.498047
	Iteration 58Q: 3 clusters Score -587016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -587018.187500 Penalty: 4247.498047
	Iteration 59Q: 3 clusters Score -587018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -587017.687500 Penalty: 4247.498047
	Iteration 60F: 3 clusters Score -587017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -587018.000000 Penalty: 4247.498047
	Iteration 61Q: 3 clusters Score -587018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -587018.250000 Penalty: 4247.498047
	Iteration 62Q: 3 clusters Score -587018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -587019.250000 Penalty: 4247.498047
	Iteration 63Q: 3 clusters Score -587019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -587019.250000 Penalty: 4247.498047
	Iteration 64F: 3 clusters Score -587019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Entering Unmasked Estep 
Score: -5300765.000000 Penalty: 2632.949463
	Iteration 0F: 2 clusters Score -5300765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5273005.000000 Penalty: 5265.898926
	Iteration 0F: 3 clusters Score -5273005 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5283357.000000 Penalty: 5265.898926
	Iteration 1F: 3 clusters Score -5283357 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5283967.000000 Penalty: 5265.898926
	Iteration 2Q: 3 clusters Score -5283967 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -5284709.500000 Penalty: 5265.898926
	Iteration 3Q: 3 clusters Score -5284710 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -5285604.500000 Penalty: 5265.898926
	Iteration 4Q: 3 clusters Score -5285604 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -5286791.000000 Penalty: 5265.898926
	Iteration 5F: 3 clusters Score -5286791 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5288472.000000 Penalty: 5265.898926
	Iteration 6F: 3 clusters Score -5288472 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -5290671.000000 Penalty: 5265.898926
	Iteration 7F: 3 clusters Score -5290671 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5293097.000000 Penalty: 5265.898926
	Iteration 8F: 3 clusters Score -5293097 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5295289.000000 Penalty: 5265.898926
	Iteration 9F: 3 clusters Score -5295289 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5296731.000000 Penalty: 5265.898926
	Iteration 10Q: 3 clusters Score -5296731 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5297560.000000 Penalty: 5265.898926
	Iteration 11Q: 3 clusters Score -5297560 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5298004.500000 Penalty: 5265.898926
	Iteration 12Q: 3 clusters Score -5298004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5298269.000000 Penalty: 5265.898926
	Iteration 13Q: 3 clusters Score -5298269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5298429.000000 Penalty: 5265.898926
	Iteration 14Q: 3 clusters Score -5298429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5298500.000000 Penalty: 5265.898926
	Iteration 15Q: 3 clusters Score -5298500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5298553.500000 Penalty: 5265.898926
	Iteration 16Q: 3 clusters Score -5298554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5298587.500000 Penalty: 5265.898926
	Iteration 17Q: 3 clusters Score -5298588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5298608.500000 Penalty: 5265.898926
	Iteration 18Q: 3 clusters Score -5298608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5298624.500000 Penalty: 5265.898926
	Iteration 19Q: 3 clusters Score -5298624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5298639.500000 Penalty: 5265.898926
	Iteration 20F: 3 clusters Score -5298640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5298648.500000 Penalty: 5265.898926
	Iteration 21Q: 3 clusters Score -5298648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5298670.500000 Penalty: 5265.898926
	Iteration 22Q: 3 clusters Score -5298670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5298686.000000 Penalty: 5265.898926
	Iteration 23Q: 3 clusters Score -5298686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5298691.000000 Penalty: 5265.898926
	Iteration 24Q: 3 clusters Score -5298691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5298703.000000 Penalty: 5265.898926
	Iteration 25Q: 3 clusters Score -5298703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5298709.500000 Penalty: 5265.898926
	Iteration 26Q: 3 clusters Score -5298710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5298714.500000 Penalty: 5265.898926
	Iteration 27Q: 3 clusters Score -5298714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5298729.000000 Penalty: 5265.898926
	Iteration 28Q: 3 clusters Score -5298729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5298732.500000 Penalty: 5265.898926
	Iteration 29Q: 3 clusters Score -5298732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5298739.500000 Penalty: 5265.898926
	Iteration 30Q: 3 clusters Score -5298740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5298739.500000 Penalty: 5265.898926
	Iteration 31F: 3 clusters Score -5298740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -607789.812500 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -607789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -603398.062500 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -603398.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -604446.062500 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -604446.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -604639.062500 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -604639.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -604768.437500 Penalty: 4208.601562
	Iteration 3Q: 3 clusters Score -604768.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -604864.375000 Penalty: 4208.601562
	Iteration 4Q: 3 clusters Score -604864.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -604957.500000 Penalty: 4208.601562
	Iteration 5Q: 3 clusters Score -604957.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -605042.062500 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -605042.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605124.750000 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -605124.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -605184.437500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -605184.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -605236.187500 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -605236.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -605294.062500 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -605294.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605355.562500 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -605355.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -605424.312500 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -605424.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -605493.687500 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -605493.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -605576.125000 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -605576.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -605665.937500 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -605665.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -605794.812500 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -605794.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -605970.875000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -605970.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -606211.937500 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -606211.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -606528.500000 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -606528.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -606855.437500 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -606855.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -607019.250000 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -607019.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607075.062500 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -607075.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -607097.250000 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -607097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -607105.312500 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -607105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -607106.250000 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -607106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -607108.250000 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -607108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -607108.250000 Penalty: 4208.601562
	Iteration 27F: 3 clusters Score -607108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Entering Unmasked Estep 
Score: -1824249.125000 Penalty: 2375.043213
	Iteration 0F: 2 clusters Score -1824249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1813825.750000 Penalty: 4750.086426
	Iteration 0F: 3 clusters Score -1813826 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1817064.375000 Penalty: 4750.086426
	Iteration 1F: 3 clusters Score -1817064 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1817391.250000 Penalty: 4750.086426
	Iteration 2F: 3 clusters Score -1817391 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1817659.625000 Penalty: 4750.086426
	Iteration 3Q: 3 clusters Score -1817660 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1817895.750000 Penalty: 4750.086426
	Iteration 4Q: 3 clusters Score -1817896 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1818149.500000 Penalty: 4750.086426
	Iteration 5Q: 3 clusters Score -1818150 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1818415.625000 Penalty: 4750.086426
	Iteration 6Q: 3 clusters Score -1818416 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1818709.375000 Penalty: 4750.086426
	Iteration 7Q: 3 clusters Score -1818709 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1819066.750000 Penalty: 4750.086426
	Iteration 8Q: 3 clusters Score -1819067 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1819458.625000 Penalty: 4750.086426
	Iteration 9Q: 3 clusters Score -1819459 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1819855.875000 Penalty: 4750.086426
	Iteration 10Q: 3 clusters Score -1819856 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1820239.500000 Penalty: 4750.086426
	Iteration 11Q: 3 clusters Score -1820240 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1820607.875000 Penalty: 4750.086426
	Iteration 12Q: 3 clusters Score -1820608 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1820968.250000 Penalty: 4750.086426
	Iteration 13Q: 3 clusters Score -1820968 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1821292.125000 Penalty: 4750.086426
	Iteration 14Q: 3 clusters Score -1821292 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1821592.500000 Penalty: 4750.086426
	Iteration 15Q: 3 clusters Score -1821592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1821800.125000 Penalty: 4750.086426
	Iteration 16Q: 3 clusters Score -1821800 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1821938.500000 Penalty: 4750.086426
	Iteration 17Q: 3 clusters Score -1821938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1822029.875000 Penalty: 4750.086426
	Iteration 18Q: 3 clusters Score -1822030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1822094.875000 Penalty: 4750.086426
	Iteration 19Q: 3 clusters Score -1822095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1822134.500000 Penalty: 4750.086426
	Iteration 20F: 3 clusters Score -1822134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1822156.250000 Penalty: 4750.086426
	Iteration 21Q: 3 clusters Score -1822156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1822177.875000 Penalty: 4750.086426
	Iteration 22Q: 3 clusters Score -1822178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1822194.000000 Penalty: 4750.086426
	Iteration 23Q: 3 clusters Score -1822194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1822199.500000 Penalty: 4750.086426
	Iteration 24Q: 3 clusters Score -1822200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1822209.000000 Penalty: 4750.086426
	Iteration 25Q: 3 clusters Score -1822209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1822215.625000 Penalty: 4750.086426
	Iteration 26Q: 3 clusters Score -1822216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1822221.375000 Penalty: 4750.086426
	Iteration 27Q: 3 clusters Score -1822221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1822225.625000 Penalty: 4750.086426
	Iteration 28Q: 3 clusters Score -1822226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1822231.500000 Penalty: 4750.086426
	Iteration 29Q: 3 clusters Score -1822232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1822241.875000 Penalty: 4750.086426
	Iteration 30Q: 3 clusters Score -1822242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1822249.625000 Penalty: 4750.086426
	Iteration 31Q: 3 clusters Score -1822250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1822248.250000 Penalty: 4750.086426
	Iteration 32Q: 3 clusters Score -1822248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1822251.750000 Penalty: 4750.086426
	Iteration 33Q: 3 clusters Score -1822252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1822252.500000 Penalty: 4750.086426
	Iteration 34Q: 3 clusters Score -1822252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1822254.125000 Penalty: 4750.086426
	Iteration 35Q: 3 clusters Score -1822254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1822255.375000 Penalty: 4750.086426
	Iteration 36Q: 3 clusters Score -1822255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1822258.875000 Penalty: 4750.086426
	Iteration 37Q: 3 clusters Score -1822259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1822261.625000 Penalty: 4750.086426
	Iteration 38Q: 3 clusters Score -1822262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1822265.500000 Penalty: 4750.086426
	Iteration 39Q: 3 clusters Score -1822266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1822266.375000 Penalty: 4750.086426
	Iteration 40F: 3 clusters Score -1822266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1822271.250000 Penalty: 4750.086426
	Iteration 41Q: 3 clusters Score -1822271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1822270.625000 Penalty: 4750.086426
	Iteration 42Q: 3 clusters Score -1822271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1822272.375000 Penalty: 4750.086426
	Iteration 43Q: 3 clusters Score -1822272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1822277.375000 Penalty: 4750.086426
	Iteration 44Q: 3 clusters Score -1822277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1822276.625000 Penalty: 4750.086426
	Iteration 45Q: 3 clusters Score -1822277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1822282.875000 Penalty: 4750.086426
	Iteration 46Q: 3 clusters Score -1822283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1822285.500000 Penalty: 4750.086426
	Iteration 47Q: 3 clusters Score -1822286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1822290.500000 Penalty: 4750.086426
	Iteration 48Q: 3 clusters Score -1822290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1822290.000000 Penalty: 4750.086426
	Iteration 49Q: 3 clusters Score -1822290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1822289.750000 Penalty: 4750.086426
	Iteration 50Q: 3 clusters Score -1822290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1822289.750000 Penalty: 4750.086426
	Iteration 51F: 3 clusters Score -1822290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -588007.312500 Penalty: 2095.011963
	Iteration 0F: 2 clusters Score -588007.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -583686.125000 Penalty: 4190.023926
	Iteration 0F: 3 clusters Score -583686.1 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -584637.187500 Penalty: 4190.023926
	Iteration 1F: 3 clusters Score -584637.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -584860.312500 Penalty: 4190.023926
	Iteration 2F: 3 clusters Score -584860.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -585030.375000 Penalty: 4190.023926
	Iteration 3F: 3 clusters Score -585030.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -585171.250000 Penalty: 4190.023926
	Iteration 4Q: 3 clusters Score -585171.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -585309.562500 Penalty: 4190.023926
	Iteration 5Q: 3 clusters Score -585309.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -585477.625000 Penalty: 4190.023926
	Iteration 6Q: 3 clusters Score -585477.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -585681.250000 Penalty: 4190.023926
	Iteration 7Q: 3 clusters Score -585681.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -585880.187500 Penalty: 4190.023926
	Iteration 8Q: 3 clusters Score -585880.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -586069.375000 Penalty: 4190.023926
	Iteration 9Q: 3 clusters Score -586069.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -586246.562500 Penalty: 4190.023926
	Iteration 10Q: 3 clusters Score -586246.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -586409.125000 Penalty: 4190.023926
	Iteration 11Q: 3 clusters Score -586409.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -586554.437500 Penalty: 4190.023926
	Iteration 12Q: 3 clusters Score -586554.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -586669.062500 Penalty: 4190.023926
	Iteration 13Q: 3 clusters Score -586669.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -586763.375000 Penalty: 4190.023926
	Iteration 14Q: 3 clusters Score -586763.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -586850.000000 Penalty: 4190.023926
	Iteration 15Q: 3 clusters Score -586850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -586912.437500 Penalty: 4190.023926
	Iteration 16Q: 3 clusters Score -586912.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -586955.375000 Penalty: 4190.023926
	Iteration 17Q: 3 clusters Score -586955.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -586981.750000 Penalty: 4190.023926
	Iteration 18Q: 3 clusters Score -586981.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -587000.812500 Penalty: 4190.023926
	Iteration 19Q: 3 clusters Score -587000.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -587016.000000 Penalty: 4190.023926
	Iteration 20F: 3 clusters Score -587016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -587026.125000 Penalty: 4190.023926
	Iteration 21Q: 3 clusters Score -587026.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -587033.312500 Penalty: 4190.023926
	Iteration 22Q: 3 clusters Score -587033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -587038.500000 Penalty: 4190.023926
	Iteration 23Q: 3 clusters Score -587038.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -587041.812500 Penalty: 4190.023926
	Iteration 24Q: 3 clusters Score -587041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -587044.687500 Penalty: 4190.023926
	Iteration 25Q: 3 clusters Score -587044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -587045.500000 Penalty: 4190.023926
	Iteration 26Q: 3 clusters Score -587045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -587047.875000 Penalty: 4190.023926
	Iteration 27Q: 3 clusters Score -587047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -587048.062500 Penalty: 4190.023926
	Iteration 28Q: 3 clusters Score -587048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -587048.062500 Penalty: 4190.023926
	Iteration 29F: 3 clusters Score -587048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Entering Unmasked Estep 
Score: -6716169.500000 Penalty: 2688.575684
	Iteration 0F: 2 clusters Score -6716170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6681851.500000 Penalty: 5377.151367
	Iteration 0F: 3 clusters Score -6681852 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6694739.000000 Penalty: 5377.151367
	Iteration 1F: 3 clusters Score -6694739 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6695380.500000 Penalty: 5377.151367
	Iteration 2Q: 3 clusters Score -6695380 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -6696013.500000 Penalty: 5377.151367
	Iteration 3Q: 3 clusters Score -6696014 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -6696808.000000 Penalty: 5377.151367
	Iteration 4Q: 3 clusters Score -6696808 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6697587.000000 Penalty: 5377.151367
	Iteration 5Q: 3 clusters Score -6697587 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6698539.500000 Penalty: 5377.151367
	Iteration 6Q: 3 clusters Score -6698540 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -6699638.500000 Penalty: 5377.151367
	Iteration 7Q: 3 clusters Score -6699638 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6700958.500000 Penalty: 5377.151367
	Iteration 8Q: 3 clusters Score -6700958 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6702432.000000 Penalty: 5377.151367
	Iteration 9F: 3 clusters Score -6702432 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -6704102.500000 Penalty: 5377.151367
	Iteration 10F: 3 clusters Score -6704102 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6705578.000000 Penalty: 5377.151367
	Iteration 11F: 3 clusters Score -6705578 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6706431.500000 Penalty: 5377.151367
	Iteration 12Q: 3 clusters Score -6706432 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -6706805.000000 Penalty: 5377.151367
	Iteration 13Q: 3 clusters Score -6706805 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -6706988.000000 Penalty: 5377.151367
	Iteration 14Q: 3 clusters Score -6706988 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6707055.000000 Penalty: 5377.151367
	Iteration 15Q: 3 clusters Score -6707055 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6707127.500000 Penalty: 5377.151367
	Iteration 16Q: 3 clusters Score -6707128 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -6707208.000000 Penalty: 5377.151367
	Iteration 17Q: 3 clusters Score -6707208 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6707270.000000 Penalty: 5377.151367
	Iteration 18Q: 3 clusters Score -6707270 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6707292.000000 Penalty: 5377.151367
	Iteration 19Q: 3 clusters Score -6707292 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6707355.000000 Penalty: 5377.151367
	Iteration 20F: 3 clusters Score -6707355 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6707398.000000 Penalty: 5377.151367
	Iteration 21Q: 3 clusters Score -6707398 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -6707430.000000 Penalty: 5377.151367
	Iteration 22Q: 3 clusters Score -6707430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6707520.000000 Penalty: 5377.151367
	Iteration 23Q: 3 clusters Score -6707520 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6707569.000000 Penalty: 5377.151367
	Iteration 24Q: 3 clusters Score -6707569 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6707673.000000 Penalty: 5377.151367
	Iteration 25Q: 3 clusters Score -6707673 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6707762.500000 Penalty: 5377.151367
	Iteration 26Q: 3 clusters Score -6707762 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6707848.500000 Penalty: 5377.151367
	Iteration 27Q: 3 clusters Score -6707848 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6707894.500000 Penalty: 5377.151367
	Iteration 28Q: 3 clusters Score -6707894 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -6707983.500000 Penalty: 5377.151367
	Iteration 29Q: 3 clusters Score -6707984 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6708065.000000 Penalty: 5377.151367
	Iteration 30Q: 3 clusters Score -6708065 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6708190.000000 Penalty: 5377.151367
	Iteration 31Q: 3 clusters Score -6708190 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -6708297.500000 Penalty: 5377.151367
	Iteration 32Q: 3 clusters Score -6708298 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6708394.500000 Penalty: 5377.151367
	Iteration 33Q: 3 clusters Score -6708394 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -6708503.000000 Penalty: 5377.151367
	Iteration 34Q: 3 clusters Score -6708503 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -6708602.500000 Penalty: 5377.151367
	Iteration 35Q: 3 clusters Score -6708602 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -6708726.000000 Penalty: 5377.151367
	Iteration 36Q: 3 clusters Score -6708726 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -6708857.000000 Penalty: 5377.151367
	Iteration 37Q: 3 clusters Score -6708857 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -6708953.500000 Penalty: 5377.151367
	Iteration 38Q: 3 clusters Score -6708954 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -6709100.000000 Penalty: 5377.151367
	Iteration 39Q: 3 clusters Score -6709100 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6709236.000000 Penalty: 5377.151367
	Iteration 40F: 3 clusters Score -6709236 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6709430.500000 Penalty: 5377.151367
	Iteration 41Q: 3 clusters Score -6709430 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -6709565.000000 Penalty: 5377.151367
	Iteration 42Q: 3 clusters Score -6709565 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -6709749.000000 Penalty: 5377.151367
	Iteration 43Q: 3 clusters Score -6709749 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -6709890.000000 Penalty: 5377.151367
	Iteration 44Q: 3 clusters Score -6709890 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6710093.000000 Penalty: 5377.151367
	Iteration 45Q: 3 clusters Score -6710093 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -6710286.000000 Penalty: 5377.151367
	Iteration 46Q: 3 clusters Score -6710286 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -6710413.500000 Penalty: 5377.151367
	Iteration 47Q: 3 clusters Score -6710414 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6710593.000000 Penalty: 5377.151367
	Iteration 48Q: 3 clusters Score -6710593 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -6710765.000000 Penalty: 5377.151367
	Iteration 49Q: 3 clusters Score -6710765 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -6710930.500000 Penalty: 5377.151367
	Iteration 50Q: 3 clusters Score -6710930 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -6711110.500000 Penalty: 5377.151367
	Iteration 51Q: 3 clusters Score -6711110 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -6711263.000000 Penalty: 5377.151367
	Iteration 52Q: 3 clusters Score -6711263 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -6711451.500000 Penalty: 5377.151367
	Iteration 53Q: 3 clusters Score -6711452 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6711598.500000 Penalty: 5377.151367
	Iteration 54Q: 3 clusters Score -6711598 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -6711753.500000 Penalty: 5377.151367
	Iteration 55Q: 3 clusters Score -6711754 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -6711885.000000 Penalty: 5377.151367
	Iteration 56Q: 3 clusters Score -6711885 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6712033.000000 Penalty: 5377.151367
	Iteration 57Q: 3 clusters Score -6712033 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -6712169.000000 Penalty: 5377.151367
	Iteration 58Q: 3 clusters Score -6712169 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6712338.500000 Penalty: 5377.151367
	Iteration 59Q: 3 clusters Score -6712338 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6712486.000000 Penalty: 5377.151367
	Iteration 60F: 3 clusters Score -6712486 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -6712632.000000 Penalty: 5377.151367
	Iteration 61Q: 3 clusters Score -6712632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -6712729.000000 Penalty: 5377.151367
	Iteration 62Q: 3 clusters Score -6712729 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6712830.500000 Penalty: 5377.151367
	Iteration 63Q: 3 clusters Score -6712830 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6712930.000000 Penalty: 5377.151367
	Iteration 64Q: 3 clusters Score -6712930 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6713030.500000 Penalty: 5377.151367
	Iteration 65Q: 3 clusters Score -6713030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6713115.500000 Penalty: 5377.151367
	Iteration 66Q: 3 clusters Score -6713116 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6713200.500000 Penalty: 5377.151367
	Iteration 67Q: 3 clusters Score -6713200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6713262.000000 Penalty: 5377.151367
	Iteration 68Q: 3 clusters Score -6713262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6713304.500000 Penalty: 5377.151367
	Iteration 69Q: 3 clusters Score -6713304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6713347.500000 Penalty: 5377.151367
	Iteration 70Q: 3 clusters Score -6713348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6713410.500000 Penalty: 5377.151367
	Iteration 71Q: 3 clusters Score -6713410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6713462.000000 Penalty: 5377.151367
	Iteration 72Q: 3 clusters Score -6713462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6713519.500000 Penalty: 5377.151367
	Iteration 73Q: 3 clusters Score -6713520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6713571.000000 Penalty: 5377.151367
	Iteration 74Q: 3 clusters Score -6713571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6713635.000000 Penalty: 5377.151367
	Iteration 75Q: 3 clusters Score -6713635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6713689.000000 Penalty: 5377.151367
	Iteration 76Q: 3 clusters Score -6713689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6713712.000000 Penalty: 5377.151367
	Iteration 77Q: 3 clusters Score -6713712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6713734.500000 Penalty: 5377.151367
	Iteration 78Q: 3 clusters Score -6713734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6713772.000000 Penalty: 5377.151367
	Iteration 79Q: 3 clusters Score -6713772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6713785.000000 Penalty: 5377.151367
	Iteration 80F: 3 clusters Score -6713785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6713796.500000 Penalty: 5377.151367
	Iteration 81Q: 3 clusters Score -6713796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6713812.500000 Penalty: 5377.151367
	Iteration 82Q: 3 clusters Score -6713812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6713820.500000 Penalty: 5377.151367
	Iteration 83Q: 3 clusters Score -6713820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6713836.000000 Penalty: 5377.151367
	Iteration 84Q: 3 clusters Score -6713836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6713840.500000 Penalty: 5377.151367
	Iteration 85Q: 3 clusters Score -6713840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6713844.000000 Penalty: 5377.151367
	Iteration 86Q: 3 clusters Score -6713844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6713852.000000 Penalty: 5377.151367
	Iteration 87Q: 3 clusters Score -6713852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6713862.000000 Penalty: 5377.151367
	Iteration 88Q: 3 clusters Score -6713862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6713873.000000 Penalty: 5377.151367
	Iteration 89Q: 3 clusters Score -6713873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6713864.500000 Penalty: 5377.151367
	Iteration 90Q: 3 clusters Score -6713864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6713867.000000 Penalty: 5377.151367
	Iteration 91Q: 3 clusters Score -6713867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6713862.500000 Penalty: 5377.151367
	Iteration 92Q: 3 clusters Score -6713862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6713861.000000 Penalty: 5377.151367
	Iteration 93Q: 3 clusters Score -6713861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6713862.500000 Penalty: 5377.151367
	Iteration 94Q: 3 clusters Score -6713862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6713865.000000 Penalty: 5377.151367
	Iteration 95Q: 3 clusters Score -6713865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6713863.000000 Penalty: 5377.151367
	Iteration 96Q: 3 clusters Score -6713863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6713866.500000 Penalty: 5377.151367
	Iteration 97Q: 3 clusters Score -6713866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6713866.500000 Penalty: 5377.151367
	Iteration 98Q: 3 clusters Score -6713866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6713876.500000 Penalty: 5377.151367
	Iteration 99Q: 3 clusters Score -6713876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6713881.500000 Penalty: 5377.151367
	Iteration 100F: 3 clusters Score -6713882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6713902.000000 Penalty: 5377.151367
	Iteration 101Q: 3 clusters Score -6713902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6713895.000000 Penalty: 5377.151367
	Iteration 102Q: 3 clusters Score -6713895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6713903.500000 Penalty: 5377.151367
	Iteration 103Q: 3 clusters Score -6713904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6713901.500000 Penalty: 5377.151367
	Iteration 104Q: 3 clusters Score -6713902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6713905.500000 Penalty: 5377.151367
	Iteration 105Q: 3 clusters Score -6713906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6713905.500000 Penalty: 5377.151367
	Iteration 106Q: 3 clusters Score -6713906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6713907.500000 Penalty: 5377.151367
	Iteration 107Q: 3 clusters Score -6713908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6713903.000000 Penalty: 5377.151367
	Iteration 108Q: 3 clusters Score -6713903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6713906.500000 Penalty: 5377.151367
	Iteration 109Q: 3 clusters Score -6713906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6713906.500000 Penalty: 5377.151367
	Iteration 110F: 3 clusters Score -6713906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Entering Unmasked Estep 
Score: -2575318.000000 Penalty: 2464.284668
	Iteration 0F: 2 clusters Score -2575318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2560856.750000 Penalty: 4928.569336
	Iteration 0F: 3 clusters Score -2560857 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2565772.250000 Penalty: 4928.569336
	Iteration 1F: 3 clusters Score -2565772 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2566359.500000 Penalty: 4928.569336
	Iteration 2F: 3 clusters Score -2566360 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2566938.250000 Penalty: 4928.569336
	Iteration 3F: 3 clusters Score -2566938 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2567689.250000 Penalty: 4928.569336
	Iteration 4F: 3 clusters Score -2567689 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2568812.250000 Penalty: 4928.569336
	Iteration 5F: 3 clusters Score -2568812 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2570435.250000 Penalty: 4928.569336
	Iteration 6F: 3 clusters Score -2570435 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2571946.500000 Penalty: 4928.569336
	Iteration 7F: 3 clusters Score -2571946 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2572947.750000 Penalty: 4928.569336
	Iteration 8F: 3 clusters Score -2572948 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2573489.250000 Penalty: 4928.569336
	Iteration 9Q: 3 clusters Score -2573489 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2573842.750000 Penalty: 4928.569336
	Iteration 10Q: 3 clusters Score -2573843 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2574083.750000 Penalty: 4928.569336
	Iteration 11Q: 3 clusters Score -2574084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2574276.250000 Penalty: 4928.569336
	Iteration 12Q: 3 clusters Score -2574276 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2574457.250000 Penalty: 4928.569336
	Iteration 13Q: 3 clusters Score -2574457 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2574649.500000 Penalty: 4928.569336
	Iteration 14Q: 3 clusters Score -2574650 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2574867.000000 Penalty: 4928.569336
	Iteration 15Q: 3 clusters Score -2574867 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2575116.750000 Penalty: 4928.569336
	Iteration 16Q: 3 clusters Score -2575117 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2575387.500000 Penalty: 4928.569336
	Iteration 17Q: 3 clusters Score -2575388 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2575672.250000 Penalty: 4928.569336
	Iteration 18Q: 3 clusters Score -2575672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2575856.750000 Penalty: 4928.569336
	Iteration 19Q: 3 clusters Score -2575857 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2575969.500000 Penalty: 4928.569336
	Iteration 20F: 3 clusters Score -2575970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2576043.000000 Penalty: 4928.569336
	Iteration 21Q: 3 clusters Score -2576043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2576100.250000 Penalty: 4928.569336
	Iteration 22Q: 3 clusters Score -2576100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2576169.250000 Penalty: 4928.569336
	Iteration 23Q: 3 clusters Score -2576169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2576217.750000 Penalty: 4928.569336
	Iteration 24Q: 3 clusters Score -2576218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2576253.750000 Penalty: 4928.569336
	Iteration 25Q: 3 clusters Score -2576254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2576281.500000 Penalty: 4928.569336
	Iteration 26Q: 3 clusters Score -2576282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2576286.000000 Penalty: 4928.569336
	Iteration 27Q: 3 clusters Score -2576286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2576304.000000 Penalty: 4928.569336
	Iteration 28Q: 3 clusters Score -2576304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2576306.750000 Penalty: 4928.569336
	Iteration 29Q: 3 clusters Score -2576307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2576321.000000 Penalty: 4928.569336
	Iteration 30Q: 3 clusters Score -2576321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2576333.750000 Penalty: 4928.569336
	Iteration 31Q: 3 clusters Score -2576334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2576335.500000 Penalty: 4928.569336
	Iteration 32Q: 3 clusters Score -2576336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2576332.500000 Penalty: 4928.569336
	Iteration 33Q: 3 clusters Score -2576332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2576328.250000 Penalty: 4928.569336
	Iteration 34Q: 3 clusters Score -2576328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2576331.000000 Penalty: 4928.569336
	Iteration 35Q: 3 clusters Score -2576331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2576332.750000 Penalty: 4928.569336
	Iteration 36Q: 3 clusters Score -2576333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2576339.750000 Penalty: 4928.569336
	Iteration 37Q: 3 clusters Score -2576340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2576340.250000 Penalty: 4928.569336
	Iteration 38Q: 3 clusters Score -2576340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2576340.250000 Penalty: 4928.569336
	Iteration 39Q: 3 clusters Score -2576340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2576348.000000 Penalty: 4928.569336
	Iteration 40F: 3 clusters Score -2576348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2576350.250000 Penalty: 4928.569336
	Iteration 41Q: 3 clusters Score -2576350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2576352.750000 Penalty: 4928.569336
	Iteration 42Q: 3 clusters Score -2576353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2576349.750000 Penalty: 4928.569336
	Iteration 43Q: 3 clusters Score -2576350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2576350.750000 Penalty: 4928.569336
	Iteration 44Q: 3 clusters Score -2576351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2576353.500000 Penalty: 4928.569336
	Iteration 45Q: 3 clusters Score -2576354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2576353.500000 Penalty: 4928.569336
	Iteration 46F: 3 clusters Score -2576354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 52540 members 
Mstep: Class 10 contains 73162 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 17801 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6126 members 
Mstep: Class 29 contains 29469 members 
Mstep: Class 30 contains 2873 members 
Entering Unmasked Estep 
Score: -104872720.000000 Penalty: 101486.929688
Splitting cluster 19 changes total score from -104858632.000000 to -104872720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1090025.750000 Penalty: 2288.661621
	Iteration 0F: 2 clusters Score -1090026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1082290.875000 Penalty: 4577.323242
	Iteration 0F: 3 clusters Score -1082291 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1085159.125000 Penalty: 4577.323242
	Iteration 1F: 3 clusters Score -1085159 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1086408.875000 Penalty: 4577.323242
	Iteration 2F: 3 clusters Score -1086409 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1087558.000000 Penalty: 4577.323242
	Iteration 3F: 3 clusters Score -1087558 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1088443.125000 Penalty: 4577.323242
	Iteration 4F: 3 clusters Score -1088443 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1088970.125000 Penalty: 4577.323242
	Iteration 5F: 3 clusters Score -1088970 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1089249.000000 Penalty: 4577.323242
	Iteration 6Q: 3 clusters Score -1089249 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1089432.750000 Penalty: 4577.323242
	Iteration 7Q: 3 clusters Score -1089433 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1089567.250000 Penalty: 4577.323242
	Iteration 8Q: 3 clusters Score -1089567 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1089669.625000 Penalty: 4577.323242
	Iteration 9Q: 3 clusters Score -1089670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1089732.750000 Penalty: 4577.323242
	Iteration 10Q: 3 clusters Score -1089733 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1089772.500000 Penalty: 4577.323242
	Iteration 11Q: 3 clusters Score -1089772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1089811.000000 Penalty: 4577.323242
	Iteration 12Q: 3 clusters Score -1089811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1089843.625000 Penalty: 4577.323242
	Iteration 13Q: 3 clusters Score -1089844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1089871.250000 Penalty: 4577.323242
	Iteration 14Q: 3 clusters Score -1089871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1089895.500000 Penalty: 4577.323242
	Iteration 15Q: 3 clusters Score -1089896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1089903.875000 Penalty: 4577.323242
	Iteration 16Q: 3 clusters Score -1089904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1089912.250000 Penalty: 4577.323242
	Iteration 17Q: 3 clusters Score -1089912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1089920.500000 Penalty: 4577.323242
	Iteration 18Q: 3 clusters Score -1089920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1089920.500000 Penalty: 4577.323242
	Iteration 19Q: 3 clusters Score -1089920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1089930.750000 Penalty: 4577.323242
	Iteration 20F: 3 clusters Score -1089931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1089933.375000 Penalty: 4577.323242
	Iteration 21Q: 3 clusters Score -1089933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1089938.000000 Penalty: 4577.323242
	Iteration 22Q: 3 clusters Score -1089938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1089945.000000 Penalty: 4577.323242
	Iteration 23Q: 3 clusters Score -1089945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1089950.000000 Penalty: 4577.323242
	Iteration 24Q: 3 clusters Score -1089950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1089956.375000 Penalty: 4577.323242
	Iteration 25Q: 3 clusters Score -1089956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1089960.875000 Penalty: 4577.323242
	Iteration 26Q: 3 clusters Score -1089961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1089961.500000 Penalty: 4577.323242
	Iteration 27Q: 3 clusters Score -1089962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1089967.000000 Penalty: 4577.323242
	Iteration 28Q: 3 clusters Score -1089967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1089972.000000 Penalty: 4577.323242
	Iteration 29Q: 3 clusters Score -1089972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1089977.125000 Penalty: 4577.323242
	Iteration 30Q: 3 clusters Score -1089977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1089982.000000 Penalty: 4577.323242
	Iteration 31Q: 3 clusters Score -1089982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1089982.750000 Penalty: 4577.323242
	Iteration 32Q: 3 clusters Score -1089983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1089982.625000 Penalty: 4577.323242
	Iteration 33Q: 3 clusters Score -1089983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1089984.375000 Penalty: 4577.323242
	Iteration 34Q: 3 clusters Score -1089984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1089988.125000 Penalty: 4577.323242
	Iteration 35Q: 3 clusters Score -1089988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1089989.625000 Penalty: 4577.323242
	Iteration 36Q: 3 clusters Score -1089990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1089989.375000 Penalty: 4577.323242
	Iteration 37Q: 3 clusters Score -1089989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1089992.875000 Penalty: 4577.323242
	Iteration 38Q: 3 clusters Score -1089993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1089995.000000 Penalty: 4577.323242
	Iteration 39Q: 3 clusters Score -1089995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1089994.125000 Penalty: 4577.323242
	Iteration 40F: 3 clusters Score -1089994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1089996.125000 Penalty: 4577.323242
	Iteration 41Q: 3 clusters Score -1089996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1089996.000000 Penalty: 4577.323242
	Iteration 42Q: 3 clusters Score -1089996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1089995.250000 Penalty: 4577.323242
	Iteration 43Q: 3 clusters Score -1089995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1089995.500000 Penalty: 4577.323242
	Iteration 44Q: 3 clusters Score -1089996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1089994.375000 Penalty: 4577.323242
	Iteration 45Q: 3 clusters Score -1089994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1089994.375000 Penalty: 4577.323242
	Iteration 46F: 3 clusters Score -1089994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (342424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342424 members 
Entering Unmasked Estep 
Score: -44357376.000000 Penalty: 3160.463623
	Iteration 0F: 2 clusters Score -4.435738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -44152812.000000 Penalty: 6320.927246
	Iteration 0F: 3 clusters Score -4.415281e+07 nChanged 165996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -44253384.000000 Penalty: 6320.927246
	Iteration 1F: 3 clusters Score -4.425338e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 180772 members 
Entering Unmasked Estep 
Score: -44255436.000000 Penalty: 6320.927246
	Iteration 2Q: 3 clusters Score -4.425544e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -44258564.000000 Penalty: 6320.927246
	Iteration 3Q: 3 clusters Score -4.425856e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149009 members 
Mstep: Class 2 contains 193415 members 
Entering Unmasked Estep 
Score: -44262572.000000 Penalty: 6320.927246
	Iteration 4Q: 3 clusters Score -4.426257e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 203310 members 
Entering Unmasked Estep 
Score: -44267908.000000 Penalty: 6320.927246
	Iteration 5Q: 3 clusters Score -4.426791e+07 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 215203 members 
Entering Unmasked Estep 
Score: -44275052.000000 Penalty: 6320.927246
	Iteration 6F: 3 clusters Score -4.427505e+07 nChanged 19659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 227450 members 
Entering Unmasked Estep 
Score: -44282616.000000 Penalty: 6320.927246
	Iteration 7F: 3 clusters Score -4.428262e+07 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 237276 members 
Entering Unmasked Estep 
Score: -44291740.000000 Penalty: 6320.927246
	Iteration 8F: 3 clusters Score -4.429174e+07 nChanged 18337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 243043 members 
Entering Unmasked Estep 
Score: -44300820.000000 Penalty: 6320.927246
	Iteration 9F: 3 clusters Score -4.430082e+07 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 244151 members 
Entering Unmasked Estep 
Score: -44309360.000000 Penalty: 6320.927246
	Iteration 10Q: 3 clusters Score -4.430936e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 241964 members 
Entering Unmasked Estep 
Score: -44313780.000000 Penalty: 6320.927246
	Iteration 11Q: 3 clusters Score -4.431378e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 238742 members 
Entering Unmasked Estep 
Score: -44315436.000000 Penalty: 6320.927246
	Iteration 12Q: 3 clusters Score -4.431544e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 235470 members 
Entering Unmasked Estep 
Score: -44315728.000000 Penalty: 6320.927246
	Iteration 13Q: 3 clusters Score -4.431573e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 232219 members 
Entering Unmasked Estep 
Score: -44315960.000000 Penalty: 6320.927246
	Iteration 14Q: 3 clusters Score -4.431596e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 228820 members 
Entering Unmasked Estep 
Score: -44315924.000000 Penalty: 6320.927246
	Iteration 15Q: 3 clusters Score -4.431592e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 225489 members 
Entering Unmasked Estep 
Score: -44316032.000000 Penalty: 6320.927246
	Iteration 16Q: 3 clusters Score -4.431603e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 222057 members 
Entering Unmasked Estep 
Score: -44316256.000000 Penalty: 6320.927246
	Iteration 17Q: 3 clusters Score -4.431626e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 218791 members 
Entering Unmasked Estep 
Score: -44316420.000000 Penalty: 6320.927246
	Iteration 18Q: 3 clusters Score -4.431642e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 215564 members 
Entering Unmasked Estep 
Score: -44316656.000000 Penalty: 6320.927246
	Iteration 19Q: 3 clusters Score -4.431666e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130003 members 
Mstep: Class 2 contains 212421 members 
Entering Unmasked Estep 
Score: -44316912.000000 Penalty: 6320.927246
	Iteration 20F: 3 clusters Score -4.431691e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 209338 members 
Entering Unmasked Estep 
Score: -44317228.000000 Penalty: 6320.927246
	Iteration 21Q: 3 clusters Score -4.431723e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 206395 members 
Entering Unmasked Estep 
Score: -44317384.000000 Penalty: 6320.927246
	Iteration 22Q: 3 clusters Score -4.431738e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138773 members 
Mstep: Class 2 contains 203651 members 
Entering Unmasked Estep 
Score: -44317524.000000 Penalty: 6320.927246
	Iteration 23Q: 3 clusters Score -4.431752e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -44317824.000000 Penalty: 6320.927246
	Iteration 24Q: 3 clusters Score -4.431782e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 198336 members 
Entering Unmasked Estep 
Score: -44318220.000000 Penalty: 6320.927246
	Iteration 25Q: 3 clusters Score -4.431822e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146677 members 
Mstep: Class 2 contains 195747 members 
Entering Unmasked Estep 
Score: -44318572.000000 Penalty: 6320.927246
	Iteration 26Q: 3 clusters Score -4.431857e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 193284 members 
Entering Unmasked Estep 
Score: -44318740.000000 Penalty: 6320.927246
	Iteration 27Q: 3 clusters Score -4.431874e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151461 members 
Mstep: Class 2 contains 190963 members 
Entering Unmasked Estep 
Score: -44319036.000000 Penalty: 6320.927246
	Iteration 28Q: 3 clusters Score -4.431904e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153536 members 
Mstep: Class 2 contains 188888 members 
Entering Unmasked Estep 
Score: -44319072.000000 Penalty: 6320.927246
	Iteration 29Q: 3 clusters Score -4.431907e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Mstep: Class 2 contains 187037 members 
Entering Unmasked Estep 
Score: -44319048.000000 Penalty: 6320.927246
	Iteration 30Q: 3 clusters Score -4.431905e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -44319404.000000 Penalty: 6320.927246
	Iteration 31Q: 3 clusters Score -4.43194e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 183755 members 
Entering Unmasked Estep 
Score: -44319640.000000 Penalty: 6320.927246
	Iteration 32Q: 3 clusters Score -4.431964e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 182274 members 
Entering Unmasked Estep 
Score: -44319704.000000 Penalty: 6320.927246
	Iteration 33Q: 3 clusters Score -4.43197e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161609 members 
Mstep: Class 2 contains 180815 members 
Entering Unmasked Estep 
Score: -44319940.000000 Penalty: 6320.927246
	Iteration 34Q: 3 clusters Score -4.431994e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 179457 members 
Entering Unmasked Estep 
Score: -44320048.000000 Penalty: 6320.927246
	Iteration 35Q: 3 clusters Score -4.432005e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 178287 members 
Entering Unmasked Estep 
Score: -44320376.000000 Penalty: 6320.927246
	Iteration 36Q: 3 clusters Score -4.432038e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -44320236.000000 Penalty: 6320.927246
	Iteration 37Q: 3 clusters Score -4.432024e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166199 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -44320424.000000 Penalty: 6320.927246
	Iteration 38Q: 3 clusters Score -4.432042e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -44320668.000000 Penalty: 6320.927246
	Iteration 39Q: 3 clusters Score -4.432067e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -44320784.000000 Penalty: 6320.927246
	Iteration 40F: 3 clusters Score -4.432078e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -44320984.000000 Penalty: 6320.927246
	Iteration 41Q: 3 clusters Score -4.432098e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -44321204.000000 Penalty: 6320.927246
	Iteration 42Q: 3 clusters Score -4.43212e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171058 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -44321516.000000 Penalty: 6320.927246
	Iteration 43Q: 3 clusters Score -4.432152e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171961 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -44321800.000000 Penalty: 6320.927246
	Iteration 44Q: 3 clusters Score -4.43218e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172872 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -44322092.000000 Penalty: 6320.927246
	Iteration 45Q: 3 clusters Score -4.432209e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -44322068.000000 Penalty: 6320.927246
	Iteration 46Q: 3 clusters Score -4.432207e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174671 members 
Mstep: Class 2 contains 167753 members 
Entering Unmasked Estep 
Score: -44322324.000000 Penalty: 6320.927246
	Iteration 47Q: 3 clusters Score -4.432232e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -44322492.000000 Penalty: 6320.927246
	Iteration 48Q: 3 clusters Score -4.432249e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176756 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -44322776.000000 Penalty: 6320.927246
	Iteration 49Q: 3 clusters Score -4.432278e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177926 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -44323108.000000 Penalty: 6320.927246
	Iteration 50Q: 3 clusters Score -4.432311e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179337 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -44323284.000000 Penalty: 6320.927246
	Iteration 51Q: 3 clusters Score -4.432328e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181001 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -44323652.000000 Penalty: 6320.927246
	Iteration 52Q: 3 clusters Score -4.432365e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182930 members 
Mstep: Class 2 contains 159494 members 
Entering Unmasked Estep 
Score: -44323780.000000 Penalty: 6320.927246
	Iteration 53Q: 3 clusters Score -4.432378e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -44324032.000000 Penalty: 6320.927246
	Iteration 54Q: 3 clusters Score -4.432403e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187813 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -44324336.000000 Penalty: 6320.927246
	Iteration 55Q: 3 clusters Score -4.432434e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190855 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -44324292.000000 Penalty: 6320.927246
	Iteration 56Q: 3 clusters Score -4.432429e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194548 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -44324500.000000 Penalty: 6320.927246
	Iteration 57Q: 3 clusters Score -4.43245e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198974 members 
Mstep: Class 2 contains 143450 members 
Entering Unmasked Estep 
Score: -44324508.000000 Penalty: 6320.927246
	Iteration 58Q: 3 clusters Score -4.432451e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204112 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -44324572.000000 Penalty: 6320.927246
	Iteration 59Q: 3 clusters Score -4.432457e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210069 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -44324900.000000 Penalty: 6320.927246
	Iteration 60F: 3 clusters Score -4.43249e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216740 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -44325592.000000 Penalty: 6320.927246
	Iteration 61Q: 3 clusters Score -4.432559e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224119 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -44326180.000000 Penalty: 6320.927246
	Iteration 62Q: 3 clusters Score -4.432618e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232325 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -44326412.000000 Penalty: 6320.927246
	Iteration 63Q: 3 clusters Score -4.432641e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241129 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -44326800.000000 Penalty: 6320.927246
	Iteration 64Q: 3 clusters Score -4.43268e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250375 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -44327824.000000 Penalty: 6320.927246
	Iteration 65Q: 3 clusters Score -4.432782e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260100 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -44328312.000000 Penalty: 6320.927246
	Iteration 66Q: 3 clusters Score -4.432831e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270196 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -44329960.000000 Penalty: 6320.927246
	Iteration 67Q: 3 clusters Score -4.432996e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280466 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -44331532.000000 Penalty: 6320.927246
	Iteration 68Q: 3 clusters Score -4.433153e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290841 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -44333468.000000 Penalty: 6320.927246
	Iteration 69Q: 3 clusters Score -4.433347e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300769 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -44335740.000000 Penalty: 6320.927246
	Iteration 70Q: 3 clusters Score -4.433574e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309617 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -44337652.000000 Penalty: 6320.927246
	Iteration 71Q: 3 clusters Score -4.433765e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317309 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -44340248.000000 Penalty: 6320.927246
	Iteration 72Q: 3 clusters Score -4.434025e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323667 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -44343180.000000 Penalty: 6320.927246
	Iteration 73Q: 3 clusters Score -4.434318e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328764 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -44345556.000000 Penalty: 6320.927246
	Iteration 74Q: 3 clusters Score -4.434556e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332661 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -44348644.000000 Penalty: 6320.927246
	Iteration 75Q: 3 clusters Score -4.434864e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335495 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -44350680.000000 Penalty: 6320.927246
	Iteration 76Q: 3 clusters Score -4.435068e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337443 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -44351452.000000 Penalty: 6320.927246
	Iteration 77Q: 3 clusters Score -4.435145e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338711 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -44352128.000000 Penalty: 6320.927246
	Iteration 78Q: 3 clusters Score -4.435213e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339568 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -44352372.000000 Penalty: 6320.927246
	Iteration 79Q: 3 clusters Score -4.435237e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340131 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -44353360.000000 Penalty: 6320.927246
	Iteration 80F: 3 clusters Score -4.435336e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341052 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -44354012.000000 Penalty: 6320.927246
	Iteration 81Q: 3 clusters Score -4.435401e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341429 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -44354292.000000 Penalty: 6320.927246
	Iteration 82Q: 3 clusters Score -4.435429e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341618 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -44354420.000000 Penalty: 6320.927246
	Iteration 83Q: 3 clusters Score -4.435442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341715 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -44354580.000000 Penalty: 6320.927246
	Iteration 84Q: 3 clusters Score -4.435458e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341774 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -44354664.000000 Penalty: 6320.927246
	Iteration 85Q: 3 clusters Score -4.435466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341815 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44354700.000000 Penalty: 6320.927246
	Iteration 86Q: 3 clusters Score -4.43547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341840 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44354712.000000 Penalty: 6320.927246
	Iteration 87Q: 3 clusters Score -4.435471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341858 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44354712.000000 Penalty: 6320.927246
	Iteration 88Q: 3 clusters Score -4.435471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341874 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -44354736.000000 Penalty: 6320.927246
	Iteration 89Q: 3 clusters Score -4.435474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341885 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44354752.000000 Penalty: 6320.927246
	Iteration 90Q: 3 clusters Score -4.435475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341887 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44354788.000000 Penalty: 6320.927246
	Iteration 91Q: 3 clusters Score -4.435479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341888 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -44354768.000000 Penalty: 6320.927246
	Iteration 92Q: 3 clusters Score -4.435477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341889 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44354784.000000 Penalty: 6320.927246
	Iteration 93Q: 3 clusters Score -4.435478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341889 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44354792.000000 Penalty: 6320.927246
	Iteration 94Q: 3 clusters Score -4.435479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341889 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44354792.000000 Penalty: 6320.927246
	Iteration 95F: 3 clusters Score -4.435479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Entering Unmasked Estep 
Score: -5639181.000000 Penalty: 2655.022461
	Iteration 0F: 2 clusters Score -5639181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5609110.500000 Penalty: 5310.044922
	Iteration 0F: 3 clusters Score -5609110 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5621038.500000 Penalty: 5310.044922
	Iteration 1F: 3 clusters Score -5621038 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5622871.500000 Penalty: 5310.044922
	Iteration 2F: 3 clusters Score -5622872 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5625413.500000 Penalty: 5310.044922
	Iteration 3F: 3 clusters Score -5625414 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5628802.000000 Penalty: 5310.044922
	Iteration 4F: 3 clusters Score -5628802 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5632766.000000 Penalty: 5310.044922
	Iteration 5F: 3 clusters Score -5632766 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -5636396.000000 Penalty: 5310.044922
	Iteration 6F: 3 clusters Score -5636396 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -5638591.500000 Penalty: 5310.044922
	Iteration 7F: 3 clusters Score -5638592 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5639652.000000 Penalty: 5310.044922
	Iteration 8Q: 3 clusters Score -5639652 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5640267.500000 Penalty: 5310.044922
	Iteration 9Q: 3 clusters Score -5640268 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5640695.000000 Penalty: 5310.044922
	Iteration 10Q: 3 clusters Score -5640695 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -5641099.500000 Penalty: 5310.044922
	Iteration 11Q: 3 clusters Score -5641100 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -5641577.000000 Penalty: 5310.044922
	Iteration 12Q: 3 clusters Score -5641577 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5642136.500000 Penalty: 5310.044922
	Iteration 13Q: 3 clusters Score -5642136 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5642357.500000 Penalty: 5310.044922
	Iteration 14Q: 3 clusters Score -5642358 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5642510.500000 Penalty: 5310.044922
	Iteration 15Q: 3 clusters Score -5642510 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5642580.000000 Penalty: 5310.044922
	Iteration 16Q: 3 clusters Score -5642580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5642604.500000 Penalty: 5310.044922
	Iteration 17Q: 3 clusters Score -5642604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5642633.000000 Penalty: 5310.044922
	Iteration 18Q: 3 clusters Score -5642633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5642639.000000 Penalty: 5310.044922
	Iteration 19Q: 3 clusters Score -5642639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5642642.500000 Penalty: 5310.044922
	Iteration 20F: 3 clusters Score -5642642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5642656.500000 Penalty: 5310.044922
	Iteration 21Q: 3 clusters Score -5642656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5642666.000000 Penalty: 5310.044922
	Iteration 22Q: 3 clusters Score -5642666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5642665.000000 Penalty: 5310.044922
	Iteration 23Q: 3 clusters Score -5642665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5642666.500000 Penalty: 5310.044922
	Iteration 24Q: 3 clusters Score -5642666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5642670.500000 Penalty: 5310.044922
	Iteration 25Q: 3 clusters Score -5642670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5642672.500000 Penalty: 5310.044922
	Iteration 26Q: 3 clusters Score -5642672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5642673.000000 Penalty: 5310.044922
	Iteration 27Q: 3 clusters Score -5642673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5642673.500000 Penalty: 5310.044922
	Iteration 28Q: 3 clusters Score -5642674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5642676.500000 Penalty: 5310.044922
	Iteration 29Q: 3 clusters Score -5642676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5642681.000000 Penalty: 5310.044922
	Iteration 30Q: 3 clusters Score -5642681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5642686.000000 Penalty: 5310.044922
	Iteration 31Q: 3 clusters Score -5642686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5642683.500000 Penalty: 5310.044922
	Iteration 32Q: 3 clusters Score -5642684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5642676.500000 Penalty: 5310.044922
	Iteration 33Q: 3 clusters Score -5642676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5642679.500000 Penalty: 5310.044922
	Iteration 34Q: 3 clusters Score -5642680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5642674.500000 Penalty: 5310.044922
	Iteration 35Q: 3 clusters Score -5642674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5642679.000000 Penalty: 5310.044922
	Iteration 36Q: 3 clusters Score -5642679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5642688.000000 Penalty: 5310.044922
	Iteration 37Q: 3 clusters Score -5642688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5642687.000000 Penalty: 5310.044922
	Iteration 38Q: 3 clusters Score -5642687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5642681.000000 Penalty: 5310.044922
	Iteration 39Q: 3 clusters Score -5642681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5642680.500000 Penalty: 5310.044922
	Iteration 40F: 3 clusters Score -5642680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5642679.500000 Penalty: 5310.044922
	Iteration 41Q: 3 clusters Score -5642680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5642680.500000 Penalty: 5310.044922
	Iteration 42Q: 3 clusters Score -5642680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5642678.500000 Penalty: 5310.044922
	Iteration 43Q: 3 clusters Score -5642678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5642677.500000 Penalty: 5310.044922
	Iteration 44Q: 3 clusters Score -5642678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5642673.000000 Penalty: 5310.044922
	Iteration 45Q: 3 clusters Score -5642673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5642677.000000 Penalty: 5310.044922
	Iteration 46Q: 3 clusters Score -5642677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5642681.500000 Penalty: 5310.044922
	Iteration 47Q: 3 clusters Score -5642682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5642682.500000 Penalty: 5310.044922
	Iteration 48Q: 3 clusters Score -5642682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5642684.500000 Penalty: 5310.044922
	Iteration 49Q: 3 clusters Score -5642684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5642688.000000 Penalty: 5310.044922
	Iteration 50Q: 3 clusters Score -5642688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5642688.000000 Penalty: 5310.044922
	Iteration 51F: 3 clusters Score -5642688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 52540 members 
Mstep: Class 10 contains 73162 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 17801 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 41608 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 11043 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6126 members 
Mstep: Class 29 contains 29469 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 3003 members 
Entering Unmasked Estep 
Score: -104874888.000000 Penalty: 104869.828125
Splitting cluster 22 changes total score from -104858632.000000 to -104874888.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1571964.625000 Penalty: 2348.102539
	Iteration 0F: 2 clusters Score -1571965 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 6479 members 
Entering Unmasked Estep 
Score: -1562337.250000 Penalty: 4696.205078
	Iteration 0F: 3 clusters Score -1562337 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1565352.500000 Penalty: 4696.205078
	Iteration 1F: 3 clusters Score -1565352 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1565735.375000 Penalty: 4696.205078
	Iteration 2F: 3 clusters Score -1565735 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1566092.375000 Penalty: 4696.205078
	Iteration 3F: 3 clusters Score -1566092 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1566495.125000 Penalty: 4696.205078
	Iteration 4F: 3 clusters Score -1566495 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1566998.625000 Penalty: 4696.205078
	Iteration 5F: 3 clusters Score -1566999 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1567601.500000 Penalty: 4696.205078
	Iteration 6F: 3 clusters Score -1567602 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1568238.000000 Penalty: 4696.205078
	Iteration 7F: 3 clusters Score -1568238 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1568757.500000 Penalty: 4696.205078
	Iteration 8F: 3 clusters Score -1568758 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1569121.875000 Penalty: 4696.205078
	Iteration 9Q: 3 clusters Score -1569122 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1569353.750000 Penalty: 4696.205078
	Iteration 10Q: 3 clusters Score -1569354 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1569484.375000 Penalty: 4696.205078
	Iteration 11Q: 3 clusters Score -1569484 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1569581.000000 Penalty: 4696.205078
	Iteration 12Q: 3 clusters Score -1569581 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1569639.625000 Penalty: 4696.205078
	Iteration 13Q: 3 clusters Score -1569640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1569674.500000 Penalty: 4696.205078
	Iteration 14Q: 3 clusters Score -1569674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1569695.250000 Penalty: 4696.205078
	Iteration 15Q: 3 clusters Score -1569695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1569707.875000 Penalty: 4696.205078
	Iteration 16Q: 3 clusters Score -1569708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1569719.000000 Penalty: 4696.205078
	Iteration 17Q: 3 clusters Score -1569719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1569723.000000 Penalty: 4696.205078
	Iteration 18Q: 3 clusters Score -1569723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1569724.375000 Penalty: 4696.205078
	Iteration 19Q: 3 clusters Score -1569724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1569721.750000 Penalty: 4696.205078
	Iteration 20F: 3 clusters Score -1569722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1569727.000000 Penalty: 4696.205078
	Iteration 21Q: 3 clusters Score -1569727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1569732.875000 Penalty: 4696.205078
	Iteration 22Q: 3 clusters Score -1569733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1569734.500000 Penalty: 4696.205078
	Iteration 23Q: 3 clusters Score -1569734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1569737.000000 Penalty: 4696.205078
	Iteration 24Q: 3 clusters Score -1569737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1569741.625000 Penalty: 4696.205078
	Iteration 25Q: 3 clusters Score -1569742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1569742.125000 Penalty: 4696.205078
	Iteration 26Q: 3 clusters Score -1569742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1569738.750000 Penalty: 4696.205078
	Iteration 27Q: 3 clusters Score -1569739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1569740.375000 Penalty: 4696.205078
	Iteration 28Q: 3 clusters Score -1569740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1569742.125000 Penalty: 4696.205078
	Iteration 29Q: 3 clusters Score -1569742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1569740.625000 Penalty: 4696.205078
	Iteration 30Q: 3 clusters Score -1569741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1569747.250000 Penalty: 4696.205078
	Iteration 31Q: 3 clusters Score -1569747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1569747.125000 Penalty: 4696.205078
	Iteration 32Q: 3 clusters Score -1569747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1569750.375000 Penalty: 4696.205078
	Iteration 33Q: 3 clusters Score -1569750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1569749.500000 Penalty: 4696.205078
	Iteration 34Q: 3 clusters Score -1569750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1569749.875000 Penalty: 4696.205078
	Iteration 35Q: 3 clusters Score -1569750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1569748.375000 Penalty: 4696.205078
	Iteration 36Q: 3 clusters Score -1569748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1569749.375000 Penalty: 4696.205078
	Iteration 37Q: 3 clusters Score -1569749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1569749.000000 Penalty: 4696.205078
	Iteration 38Q: 3 clusters Score -1569749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1569750.375000 Penalty: 4696.205078
	Iteration 39Q: 3 clusters Score -1569750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1569756.000000 Penalty: 4696.205078
	Iteration 40F: 3 clusters Score -1569756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1569754.625000 Penalty: 4696.205078
	Iteration 41Q: 3 clusters Score -1569755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1569755.375000 Penalty: 4696.205078
	Iteration 42Q: 3 clusters Score -1569755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1569754.000000 Penalty: 4696.205078
	Iteration 43Q: 3 clusters Score -1569754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1569753.875000 Penalty: 4696.205078
	Iteration 44Q: 3 clusters Score -1569754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1569753.875000 Penalty: 4696.205078
	Iteration 45F: 3 clusters Score -1569754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 52540 members 
Mstep: Class 10 contains 73162 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 17801 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 342424 members 
Mstep: Class 22 contains 41608 members 
Mstep: Class 24 contains 12941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2835.708496 but Gain 3382.898438
Score: -104886328.000000 Penalty: 101486.929688
Iteration 39Q: 31 clusters Score -1.048863e+08 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 6 contains 33535 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 10487 members 
Mstep: Class 9 contains 53210 members 
Mstep: Class 10 contains 71811 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 4682 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 41069 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 14690 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 17639 members 
Mstep: Class 20 contains 10165 members 
Mstep: Class 21 contains 343398 members 
Mstep: Class 22 contains 42732 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 13032 members 
Mstep: Class 25 contains 1146 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 2222 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 27477 members 
Mstep: Class 30 contains 2496 members 
Mstep: Class 31 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104921864.000000 Penalty: 101486.929688
Iteration 40F: 31 clusters Score -1.049219e+08 nChanged 17473
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 15436 members 
Mstep: Class 6 contains 33575 members 
Mstep: Class 7 contains 15819 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 52839 members 
Mstep: Class 10 contains 70267 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 4619 members 
Mstep: Class 13 contains 5074 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 14559 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 51334 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 9974 members 
Mstep: Class 21 contains 342060 members 
Mstep: Class 22 contains 43352 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 13093 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 10639 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 29181 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104929304.000000 Penalty: 101486.929688
Iteration 41Q: 31 clusters Score -1.049293e+08 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14369 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 52721 members 
Mstep: Class 10 contains 69105 members 
Mstep: Class 11 contains 12904 members 
Mstep: Class 12 contains 4564 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 41227 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 14445 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 51433 members 
Mstep: Class 19 contains 17496 members 
Mstep: Class 20 contains 9879 members 
Mstep: Class 21 contains 341127 members 
Mstep: Class 22 contains 43669 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 11095 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 30279 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104931904.000000 Penalty: 101486.929688
Iteration 42Q: 31 clusters Score -1.049319e+08 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14403 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 16384 members 
Mstep: Class 6 contains 33797 members 
Mstep: Class 7 contains 15471 members 
Mstep: Class 8 contains 10281 members 
Mstep: Class 9 contains 52620 members 
Mstep: Class 10 contains 68090 members 
Mstep: Class 11 contains 12883 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 41305 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 51494 members 
Mstep: Class 19 contains 17425 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 21 contains 340503 members 
Mstep: Class 22 contains 43809 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 11535 members 
Mstep: Class 27 contains 2668 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 31093 members 
Mstep: Class 30 contains 2663 members 
Mstep: Class 31 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104933392.000000 Penalty: 101486.929688
Iteration 43Q: 31 clusters Score -1.049334e+08 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14430 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 16733 members 
Mstep: Class 6 contains 33910 members 
Mstep: Class 7 contains 15295 members 
Mstep: Class 8 contains 10239 members 
Mstep: Class 9 contains 52531 members 
Mstep: Class 10 contains 67193 members 
Mstep: Class 11 contains 12906 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 41363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 14230 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 51560 members 
Mstep: Class 19 contains 17369 members 
Mstep: Class 20 contains 9777 members 
Mstep: Class 21 contains 340118 members 
Mstep: Class 22 contains 43889 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 13193 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 11895 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 5490 members 
Mstep: Class 29 contains 31742 members 
Mstep: Class 30 contains 2682 members 
Mstep: Class 31 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104934360.000000 Penalty: 101486.929688
Iteration 44Q: 31 clusters Score -1.049344e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 17015 members 
Mstep: Class 6 contains 33990 members 
Mstep: Class 7 contains 15156 members 
Mstep: Class 8 contains 10218 members 
Mstep: Class 9 contains 52451 members 
Mstep: Class 10 contains 66380 members 
Mstep: Class 11 contains 12949 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 41394 members 
Mstep: Class 15 contains 4580 members 
Mstep: Class 16 contains 14140 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 51596 members 
Mstep: Class 19 contains 17331 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 339939 members 
Mstep: Class 22 contains 43925 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 13203 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 12233 members 
Mstep: Class 27 contains 2745 members 
Mstep: Class 28 contains 5541 members 
Mstep: Class 29 contains 32235 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104935424.000000 Penalty: 101486.929688
Iteration 45Q: 31 clusters Score -1.049354e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14476 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17227 members 
Mstep: Class 6 contains 34081 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 10195 members 
Mstep: Class 9 contains 52408 members 
Mstep: Class 10 contains 65701 members 
Mstep: Class 11 contains 12988 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 4831 members 
Mstep: Class 14 contains 41427 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 14040 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 51662 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 21 contains 339785 members 
Mstep: Class 22 contains 43935 members 
Mstep: Class 23 contains 1611 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 12503 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 32605 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104935840.000000 Penalty: 101486.929688
Iteration 46Q: 31 clusters Score -1.049358e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14490 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17400 members 
Mstep: Class 6 contains 34160 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 10181 members 
Mstep: Class 9 contains 52378 members 
Mstep: Class 10 contains 65029 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 4410 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 41478 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 13968 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 51698 members 
Mstep: Class 19 contains 17289 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 339758 members 
Mstep: Class 22 contains 43914 members 
Mstep: Class 23 contains 1620 members 
Mstep: Class 24 contains 13213 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 12721 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 32912 members 
Mstep: Class 30 contains 2692 members 
Mstep: Class 31 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936232.000000 Penalty: 101486.929688
Iteration 47Q: 31 clusters Score -1.049362e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14507 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 6 contains 34226 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 10167 members 
Mstep: Class 9 contains 52365 members 
Mstep: Class 10 contains 64437 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 41516 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 13880 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 51742 members 
Mstep: Class 19 contains 17283 members 
Mstep: Class 20 contains 9623 members 
Mstep: Class 21 contains 339823 members 
Mstep: Class 22 contains 43909 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 12872 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 5759 members 
Mstep: Class 29 contains 33164 members 
Mstep: Class 30 contains 2684 members 
Mstep: Class 31 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936688.000000 Penalty: 101486.929688
Iteration 48Q: 31 clusters Score -1.049367e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 6 contains 34284 members 
Mstep: Class 7 contains 14840 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 52347 members 
Mstep: Class 10 contains 63903 members 
Mstep: Class 11 contains 13088 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 41546 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 51780 members 
Mstep: Class 19 contains 17264 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 339876 members 
Mstep: Class 22 contains 43918 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 13210 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 13017 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 5852 members 
Mstep: Class 29 contains 33400 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936800.000000 Penalty: 101486.929688
Iteration 49Q: 31 clusters Score -1.049368e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14514 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17697 members 
Mstep: Class 6 contains 34342 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 52336 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 41557 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 4136 members 
Mstep: Class 18 contains 51798 members 
Mstep: Class 19 contains 17258 members 
Mstep: Class 20 contains 9534 members 
Mstep: Class 21 contains 339998 members 
Mstep: Class 22 contains 43913 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 13214 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13118 members 
Mstep: Class 27 contains 2836 members 
Mstep: Class 28 contains 5949 members 
Mstep: Class 29 contains 33613 members 
Mstep: Class 30 contains 2692 members 
Mstep: Class 31 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936624.000000 Penalty: 101486.929688
Iteration 50Q: 31 clusters Score -1.049366e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14520 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17759 members 
Mstep: Class 6 contains 34387 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 52346 members 
Mstep: Class 10 contains 62992 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 41553 members 
Mstep: Class 15 contains 4496 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 51818 members 
Mstep: Class 19 contains 17247 members 
Mstep: Class 20 contains 9498 members 
Mstep: Class 21 contains 340146 members 
Mstep: Class 22 contains 43915 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 13214 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13210 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 33809 members 
Mstep: Class 30 contains 2686 members 
Mstep: Class 31 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936800.000000 Penalty: 101486.929688
Iteration 51Q: 31 clusters Score -1.049368e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14532 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17812 members 
Mstep: Class 6 contains 34419 members 
Mstep: Class 7 contains 14660 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 52346 members 
Mstep: Class 10 contains 62599 members 
Mstep: Class 11 contains 13171 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 41552 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 13510 members 
Mstep: Class 17 contains 4081 members 
Mstep: Class 18 contains 51826 members 
Mstep: Class 19 contains 17246 members 
Mstep: Class 20 contains 9465 members 
Mstep: Class 21 contains 340287 members 
Mstep: Class 22 contains 43920 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13290 members 
Mstep: Class 27 contains 2841 members 
Mstep: Class 28 contains 6149 members 
Mstep: Class 29 contains 33969 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936752.000000 Penalty: 101486.929688
Iteration 52Q: 31 clusters Score -1.049368e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14534 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17857 members 
Mstep: Class 6 contains 34441 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 52345 members 
Mstep: Class 10 contains 62268 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 41547 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 51843 members 
Mstep: Class 19 contains 17232 members 
Mstep: Class 20 contains 9445 members 
Mstep: Class 21 contains 340417 members 
Mstep: Class 22 contains 43923 members 
Mstep: Class 23 contains 1660 members 
Mstep: Class 24 contains 13220 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 6270 members 
Mstep: Class 29 contains 34098 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937000.000000 Penalty: 101486.929688
Iteration 53Q: 31 clusters Score -1.04937e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14539 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17891 members 
Mstep: Class 6 contains 34470 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 52315 members 
Mstep: Class 10 contains 61958 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 41552 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 13365 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 51844 members 
Mstep: Class 19 contains 17229 members 
Mstep: Class 20 contains 9428 members 
Mstep: Class 21 contains 340573 members 
Mstep: Class 22 contains 43925 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13223 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13406 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 34195 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936864.000000 Penalty: 101486.929688
Iteration 54Q: 31 clusters Score -1.049369e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17923 members 
Mstep: Class 6 contains 34495 members 
Mstep: Class 7 contains 14549 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 52265 members 
Mstep: Class 10 contains 61680 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 41550 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 13307 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 51854 members 
Mstep: Class 19 contains 17218 members 
Mstep: Class 20 contains 9415 members 
Mstep: Class 21 contains 340703 members 
Mstep: Class 22 contains 43920 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 13224 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13457 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 6481 members 
Mstep: Class 29 contains 34288 members 
Mstep: Class 30 contains 2687 members 
Mstep: Class 31 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936920.000000 Penalty: 101486.929688
Iteration 55Q: 31 clusters Score -1.049369e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17952 members 
Mstep: Class 6 contains 34532 members 
Mstep: Class 7 contains 14521 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 52249 members 
Mstep: Class 10 contains 61392 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 41556 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 13245 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 51862 members 
Mstep: Class 19 contains 17206 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 340840 members 
Mstep: Class 22 contains 43929 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13226 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 2844 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 34355 members 
Mstep: Class 30 contains 2684 members 
Mstep: Class 31 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104936944.000000 Penalty: 101486.929688
Iteration 56Q: 31 clusters Score -1.049369e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14551 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 6 contains 34559 members 
Mstep: Class 7 contains 14485 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 52235 members 
Mstep: Class 10 contains 61122 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 41543 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 13189 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 51864 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 9381 members 
Mstep: Class 21 contains 340966 members 
Mstep: Class 22 contains 43942 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13229 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13556 members 
Mstep: Class 27 contains 2843 members 
Mstep: Class 28 contains 6655 members 
Mstep: Class 29 contains 34432 members 
Mstep: Class 30 contains 2685 members 
Mstep: Class 31 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937328.000000 Penalty: 101486.929688
Iteration 57Q: 31 clusters Score -1.049373e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 17992 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 14457 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 52223 members 
Mstep: Class 10 contains 60839 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 41539 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 51870 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 9375 members 
Mstep: Class 21 contains 341121 members 
Mstep: Class 22 contains 43963 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13229 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 34496 members 
Mstep: Class 30 contains 2685 members 
Mstep: Class 31 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937480.000000 Penalty: 101486.929688
Iteration 58Q: 31 clusters Score -1.049375e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 18012 members 
Mstep: Class 6 contains 34593 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 52209 members 
Mstep: Class 10 contains 60580 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 41534 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 13086 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 18 contains 51863 members 
Mstep: Class 19 contains 17195 members 
Mstep: Class 20 contains 9361 members 
Mstep: Class 21 contains 341281 members 
Mstep: Class 22 contains 43978 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13234 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 13623 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 6795 members 
Mstep: Class 29 contains 34569 members 
Mstep: Class 30 contains 2689 members 
Mstep: Class 31 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937424.000000 Penalty: 101486.929688
Iteration 59Q: 31 clusters Score -1.049374e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14572 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 18037 members 
Mstep: Class 6 contains 34601 members 
Mstep: Class 7 contains 14383 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 52186 members 
Mstep: Class 10 contains 60388 members 
Mstep: Class 11 contains 13400 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 18 contains 51852 members 
Mstep: Class 19 contains 17195 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 341371 members 
Mstep: Class 22 contains 43997 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 13236 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 34629 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104937664.000000 Penalty: 101486.929688
Iteration 60F: 31 clusters Score -1.049377e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14577 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 18059 members 
Mstep: Class 6 contains 34608 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 52171 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 13462 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 41520 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 4002 members 
Mstep: Class 18 contains 51858 members 
Mstep: Class 19 contains 17188 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 341473 members 
Mstep: Class 22 contains 44008 members 
Mstep: Class 23 contains 1663 members 
Mstep: Class 24 contains 13240 members 
Mstep: Class 25 contains 1222 members 
Mstep: Class 26 contains 13699 members 
Mstep: Class 27 contains 2841 members 
Mstep: Class 28 contains 6930 members 
Mstep: Class 29 contains 34683 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104938024.000000 Penalty: 101486.929688
Iteration 61Q: 31 clusters Score -1.04938e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 18081 members 
Mstep: Class 6 contains 34617 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 10067 members 
Mstep: Class 9 contains 52125 members 
Mstep: Class 10 contains 60018 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 4383 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 41506 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 12948 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 18 contains 51859 members 
Mstep: Class 19 contains 17180 members 
Mstep: Class 20 contains 9309 members 
Mstep: Class 21 contains 341576 members 
Mstep: Class 22 contains 44025 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 13239 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 13729 members 
Mstep: Class 27 contains 2843 members 
Mstep: Class 28 contains 7036 members 
Mstep: Class 29 contains 34730 members 
Mstep: Class 30 contains 2703 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939048.000000 Penalty: 101486.929688
Iteration 62Q: 31 clusters Score -1.04939e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14577 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 6 contains 34621 members 
Mstep: Class 7 contains 14277 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 52076 members 
Mstep: Class 10 contains 59842 members 
Mstep: Class 11 contains 13605 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 41482 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 51860 members 
Mstep: Class 19 contains 17167 members 
Mstep: Class 20 contains 9283 members 
Mstep: Class 21 contains 341692 members 
Mstep: Class 22 contains 44040 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 13238 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 13754 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 7145 members 
Mstep: Class 29 contains 34786 members 
Mstep: Class 30 contains 2704 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939416.000000 Penalty: 101486.929688
Iteration 63Q: 31 clusters Score -1.049394e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14573 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18114 members 
Mstep: Class 6 contains 34642 members 
Mstep: Class 7 contains 14251 members 
Mstep: Class 8 contains 10057 members 
Mstep: Class 9 contains 52006 members 
Mstep: Class 10 contains 59674 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 41457 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 12888 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 51861 members 
Mstep: Class 19 contains 17155 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 341797 members 
Mstep: Class 22 contains 44055 members 
Mstep: Class 23 contains 1667 members 
Mstep: Class 24 contains 13235 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 7244 members 
Mstep: Class 29 contains 34837 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939464.000000 Penalty: 101486.929688
Iteration 64Q: 31 clusters Score -1.049395e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14573 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18125 members 
Mstep: Class 6 contains 34658 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 51939 members 
Mstep: Class 10 contains 59519 members 
Mstep: Class 11 contains 13805 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 41426 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 12847 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 51867 members 
Mstep: Class 19 contains 17147 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 341880 members 
Mstep: Class 22 contains 44069 members 
Mstep: Class 23 contains 1670 members 
Mstep: Class 24 contains 13235 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 7326 members 
Mstep: Class 29 contains 34886 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104939656.000000 Penalty: 101486.929688
Iteration 65Q: 31 clusters Score -1.049397e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14572 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18138 members 
Mstep: Class 6 contains 34688 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 51849 members 
Mstep: Class 10 contains 59375 members 
Mstep: Class 11 contains 13938 members 
Mstep: Class 12 contains 4368 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 41392 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 51882 members 
Mstep: Class 19 contains 17136 members 
Mstep: Class 20 contains 9210 members 
Mstep: Class 21 contains 341948 members 
Mstep: Class 22 contains 44082 members 
Mstep: Class 23 contains 1673 members 
Mstep: Class 24 contains 13234 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 2835 members 
Mstep: Class 28 contains 7435 members 
Mstep: Class 29 contains 34934 members 
Mstep: Class 30 contains 2696 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940088.000000 Penalty: 101486.929688
Iteration 66Q: 31 clusters Score -1.049401e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18136 members 
Mstep: Class 6 contains 34707 members 
Mstep: Class 7 contains 14169 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 51768 members 
Mstep: Class 10 contains 59254 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 41362 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 51889 members 
Mstep: Class 19 contains 17115 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 342018 members 
Mstep: Class 22 contains 44093 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 13228 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13856 members 
Mstep: Class 27 contains 2834 members 
Mstep: Class 28 contains 7552 members 
Mstep: Class 29 contains 34984 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940536.000000 Penalty: 101486.929688
Iteration 67Q: 31 clusters Score -1.049405e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18143 members 
Mstep: Class 6 contains 34729 members 
Mstep: Class 7 contains 14123 members 
Mstep: Class 8 contains 10029 members 
Mstep: Class 9 contains 51705 members 
Mstep: Class 10 contains 59134 members 
Mstep: Class 11 contains 14174 members 
Mstep: Class 12 contains 4361 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 41333 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 12721 members 
Mstep: Class 17 contains 3936 members 
Mstep: Class 18 contains 51893 members 
Mstep: Class 19 contains 17097 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 342072 members 
Mstep: Class 22 contains 44104 members 
Mstep: Class 23 contains 1685 members 
Mstep: Class 24 contains 13222 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 7667 members 
Mstep: Class 29 contains 35028 members 
Mstep: Class 30 contains 2692 members 
Mstep: Class 31 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940688.000000 Penalty: 101486.929688
Iteration 68Q: 31 clusters Score -1.049407e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14564 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18149 members 
Mstep: Class 6 contains 34763 members 
Mstep: Class 7 contains 14074 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 51639 members 
Mstep: Class 10 contains 59013 members 
Mstep: Class 11 contains 14307 members 
Mstep: Class 12 contains 4358 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 12668 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 51901 members 
Mstep: Class 19 contains 17086 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 342153 members 
Mstep: Class 22 contains 44108 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 13222 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13904 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 7777 members 
Mstep: Class 29 contains 35072 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104940896.000000 Penalty: 101486.929688
Iteration 69Q: 31 clusters Score -1.049409e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14572 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18152 members 
Mstep: Class 6 contains 34794 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 10013 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 58894 members 
Mstep: Class 11 contains 14445 members 
Mstep: Class 12 contains 4355 members 
Mstep: Class 13 contains 5505 members 
Mstep: Class 14 contains 41269 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 19 contains 17065 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 342215 members 
Mstep: Class 22 contains 44116 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13922 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 7888 members 
Mstep: Class 29 contains 35088 members 
Mstep: Class 30 contains 2684 members 
Mstep: Class 31 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941368.000000 Penalty: 101486.929688
Iteration 70Q: 31 clusters Score -1.049414e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14588 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18159 members 
Mstep: Class 6 contains 34793 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 51493 members 
Mstep: Class 10 contains 58777 members 
Mstep: Class 11 contains 14545 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 41255 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 51918 members 
Mstep: Class 19 contains 17046 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 342280 members 
Mstep: Class 22 contains 44130 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 13211 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13940 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 8007 members 
Mstep: Class 29 contains 35110 members 
Mstep: Class 30 contains 2675 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941392.000000 Penalty: 101486.929688
Iteration 71Q: 31 clusters Score -1.049414e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18164 members 
Mstep: Class 6 contains 34818 members 
Mstep: Class 7 contains 13956 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 51448 members 
Mstep: Class 10 contains 58680 members 
Mstep: Class 11 contains 14653 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 41240 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 51921 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 342307 members 
Mstep: Class 22 contains 44133 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 13203 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 13964 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 8122 members 
Mstep: Class 29 contains 35124 members 
Mstep: Class 30 contains 2665 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941584.000000 Penalty: 101486.929688
Iteration 72Q: 31 clusters Score -1.049416e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14618 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18179 members 
Mstep: Class 6 contains 34832 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 8 contains 10001 members 
Mstep: Class 9 contains 51462 members 
Mstep: Class 10 contains 58587 members 
Mstep: Class 11 contains 14742 members 
Mstep: Class 12 contains 4350 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 41219 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 12447 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 51915 members 
Mstep: Class 19 contains 17009 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 342334 members 
Mstep: Class 22 contains 44142 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 14001 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 8198 members 
Mstep: Class 29 contains 35137 members 
Mstep: Class 30 contains 2656 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941648.000000 Penalty: 101486.929688
Iteration 73Q: 31 clusters Score -1.049416e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18193 members 
Mstep: Class 6 contains 34846 members 
Mstep: Class 7 contains 13891 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 51490 members 
Mstep: Class 10 contains 58486 members 
Mstep: Class 11 contains 14784 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 41187 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 51909 members 
Mstep: Class 19 contains 16998 members 
Mstep: Class 20 contains 9077 members 
Mstep: Class 21 contains 342379 members 
Mstep: Class 22 contains 44144 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 13194 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 14040 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 8278 members 
Mstep: Class 29 contains 35162 members 
Mstep: Class 30 contains 2648 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941576.000000 Penalty: 101486.929688
Iteration 74Q: 31 clusters Score -1.049416e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14654 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18211 members 
Mstep: Class 6 contains 34864 members 
Mstep: Class 7 contains 13859 members 
Mstep: Class 8 contains 9987 members 
Mstep: Class 9 contains 51518 members 
Mstep: Class 10 contains 58386 members 
Mstep: Class 11 contains 14819 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 41160 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 12332 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 18 contains 51910 members 
Mstep: Class 19 contains 16976 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 342426 members 
Mstep: Class 22 contains 44150 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 14068 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8344 members 
Mstep: Class 29 contains 35183 members 
Mstep: Class 30 contains 2645 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104941912.000000 Penalty: 101486.929688
Iteration 75Q: 31 clusters Score -1.049419e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18218 members 
Mstep: Class 6 contains 34868 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 51559 members 
Mstep: Class 10 contains 58291 members 
Mstep: Class 11 contains 14846 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 41136 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 51899 members 
Mstep: Class 19 contains 16956 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 21 contains 342498 members 
Mstep: Class 22 contains 44155 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 14092 members 
Mstep: Class 27 contains 2816 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 35185 members 
Mstep: Class 30 contains 2644 members 
Mstep: Class 31 contains 3939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942104.000000 Penalty: 101486.929688
Iteration 76Q: 31 clusters Score -1.049421e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14663 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18226 members 
Mstep: Class 6 contains 34880 members 
Mstep: Class 7 contains 13817 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 51601 members 
Mstep: Class 10 contains 58205 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 4345 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 12237 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 51892 members 
Mstep: Class 19 contains 16945 members 
Mstep: Class 20 contains 9038 members 
Mstep: Class 21 contains 342557 members 
Mstep: Class 22 contains 44157 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 14110 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 35195 members 
Mstep: Class 30 contains 2643 members 
Mstep: Class 31 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942136.000000 Penalty: 101486.929688
Iteration 77Q: 31 clusters Score -1.049421e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14665 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18232 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 51651 members 
Mstep: Class 10 contains 58116 members 
Mstep: Class 11 contains 14878 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 4195 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 51888 members 
Mstep: Class 19 contains 16939 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 342598 members 
Mstep: Class 22 contains 44158 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 13195 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 14137 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 35202 members 
Mstep: Class 30 contains 2640 members 
Mstep: Class 31 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942184.000000 Penalty: 101486.929688
Iteration 78Q: 31 clusters Score -1.049422e+08 nChanged 580
Entering ConstructFrom: 
Score: -104942184.000000 Penalty: 101486.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -224969.968750 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -224970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -222256.218750 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -222256.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222961.625000 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -222961.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223249.500000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -223249.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -223478.843750 Penalty: 3835.037598
	Iteration 3F: 3 clusters Score -223478.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -223773.187500 Penalty: 3835.037598
	Iteration 4F: 3 clusters Score -223773.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -224009.609375 Penalty: 3835.037598
	Iteration 5F: 3 clusters Score -224009.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224197.843750 Penalty: 3835.037598
	Iteration 6F: 3 clusters Score -224197.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -224326.843750 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -224326.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -224427.718750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -224427.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -224497.312500 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -224497.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -224554.453125 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -224554.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -224603.250000 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -224603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -224649.015625 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -224649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -224691.171875 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -224691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -224753.578125 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -224753.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -224781.796875 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -224781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -224797.515625 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -224797.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -224806.625000 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -224806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -224808.593750 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -224808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -224810.875000 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -224810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -224811.781250 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -224811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -224813.875000 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -224813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -224815.000000 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -224815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -224817.078125 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -224817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -224817.718750 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -224817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -224817.718750 Penalty: 3835.037598
	Iteration 25F: 3 clusters Score -224817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -1824468.500000 Penalty: 2379.033936
	Iteration 0F: 2 clusters Score -1824468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1813965.250000 Penalty: 4758.067871
	Iteration 0F: 3 clusters Score -1813965 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1817358.750000 Penalty: 4758.067871
	Iteration 1F: 3 clusters Score -1817359 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1817803.250000 Penalty: 4758.067871
	Iteration 2F: 3 clusters Score -1817803 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1818118.750000 Penalty: 4758.067871
	Iteration 3F: 3 clusters Score -1818119 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1818442.750000 Penalty: 4758.067871
	Iteration 4Q: 3 clusters Score -1818443 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1818797.250000 Penalty: 4758.067871
	Iteration 5Q: 3 clusters Score -1818797 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1819184.375000 Penalty: 4758.067871
	Iteration 6Q: 3 clusters Score -1819184 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1819587.250000 Penalty: 4758.067871
	Iteration 7Q: 3 clusters Score -1819587 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1820050.375000 Penalty: 4758.067871
	Iteration 8Q: 3 clusters Score -1820050 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1820514.375000 Penalty: 4758.067871
	Iteration 9Q: 3 clusters Score -1820514 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1821034.625000 Penalty: 4758.067871
	Iteration 10Q: 3 clusters Score -1821035 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1821555.125000 Penalty: 4758.067871
	Iteration 11Q: 3 clusters Score -1821555 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1822103.500000 Penalty: 4758.067871
	Iteration 12Q: 3 clusters Score -1822104 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1822811.125000 Penalty: 4758.067871
	Iteration 13Q: 3 clusters Score -1822811 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1823514.375000 Penalty: 4758.067871
	Iteration 14Q: 3 clusters Score -1823514 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1823900.250000 Penalty: 4758.067871
	Iteration 15Q: 3 clusters Score -1823900 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1824097.750000 Penalty: 4758.067871
	Iteration 16Q: 3 clusters Score -1824098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1824178.875000 Penalty: 4758.067871
	Iteration 17Q: 3 clusters Score -1824179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1824199.875000 Penalty: 4758.067871
	Iteration 18Q: 3 clusters Score -1824200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1824202.625000 Penalty: 4758.067871
	Iteration 19Q: 3 clusters Score -1824203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1824209.250000 Penalty: 4758.067871
	Iteration 20F: 3 clusters Score -1824209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1824210.000000 Penalty: 4758.067871
	Iteration 21Q: 3 clusters Score -1824210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1824213.375000 Penalty: 4758.067871
	Iteration 22Q: 3 clusters Score -1824213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1824211.875000 Penalty: 4758.067871
	Iteration 23Q: 3 clusters Score -1824212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1824211.875000 Penalty: 4758.067871
	Iteration 24F: 3 clusters Score -1824212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -142372.421875 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -142372.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140332.250000 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -140332.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141434.796875 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -141434.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142272.156250 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -142272.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142722.875000 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -142722.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142964.781250 Penalty: 3580.215820
	Iteration 4Q: 3 clusters Score -142964.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143080.890625 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -143080.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143240.500000 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -143240.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -143348.546875 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -143348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143448.906250 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -143448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143537.625000 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -143537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143549.218750 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -143549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -143555.968750 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -143556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143564.312500 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -143564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143571.718750 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -143571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143580.593750 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -143580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143584.265625 Penalty: 3580.215820
	Iteration 15Q: 3 clusters Score -143584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143590.109375 Penalty: 3580.215820
	Iteration 16Q: 3 clusters Score -143590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143598.812500 Penalty: 3580.215820
	Iteration 17Q: 3 clusters Score -143598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143603.546875 Penalty: 3580.215820
	Iteration 18Q: 3 clusters Score -143603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143606.250000 Penalty: 3580.215820
	Iteration 19Q: 3 clusters Score -143606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143646.281250 Penalty: 3580.215820
	Iteration 20F: 3 clusters Score -143646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143700.625000 Penalty: 3580.215820
	Iteration 21Q: 3 clusters Score -143700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143708.546875 Penalty: 3580.215820
	Iteration 22Q: 3 clusters Score -143708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143708.546875 Penalty: 3580.215820
	Iteration 23F: 3 clusters Score -143708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 51682 members 
Mstep: Class 10 contains 58033 members 
Mstep: Class 11 contains 14898 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 12159 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 9021 members 
Mstep: Class 21 contains 342659 members 
Mstep: Class 22 contains 44163 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 14162 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 35207 members 
Mstep: Class 30 contains 2634 members 
Mstep: Class 31 contains 3945 members 
Entering Unmasked Estep 
Score: -104941904.000000 Penalty: 104869.828125
Splitting cluster 3 changes total score from -104942184.000000 to -104941904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Entering Unmasked Estep 
Score: -2413825.750000 Penalty: 2433.220215
	Iteration 0F: 2 clusters Score -2413826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2400780.000000 Penalty: 4866.440430
	Iteration 0F: 3 clusters Score -2400780 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2405029.500000 Penalty: 4866.440430
	Iteration 1F: 3 clusters Score -2405030 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2405373.250000 Penalty: 4866.440430
	Iteration 2F: 3 clusters Score -2405373 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2405606.500000 Penalty: 4866.440430
	Iteration 3Q: 3 clusters Score -2405606 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2405785.750000 Penalty: 4866.440430
	Iteration 4Q: 3 clusters Score -2405786 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2405943.750000 Penalty: 4866.440430
	Iteration 5Q: 3 clusters Score -2405944 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2406089.750000 Penalty: 4866.440430
	Iteration 6Q: 3 clusters Score -2406090 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2406213.000000 Penalty: 4866.440430
	Iteration 7Q: 3 clusters Score -2406213 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2406372.750000 Penalty: 4866.440430
	Iteration 8Q: 3 clusters Score -2406373 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2406568.500000 Penalty: 4866.440430
	Iteration 9Q: 3 clusters Score -2406568 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2406787.750000 Penalty: 4866.440430
	Iteration 10Q: 3 clusters Score -2406788 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2407066.000000 Penalty: 4866.440430
	Iteration 11Q: 3 clusters Score -2407066 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2407416.000000 Penalty: 4866.440430
	Iteration 12Q: 3 clusters Score -2407416 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2407907.750000 Penalty: 4866.440430
	Iteration 13Q: 3 clusters Score -2407908 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2408520.500000 Penalty: 4866.440430
	Iteration 14Q: 3 clusters Score -2408520 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2409190.000000 Penalty: 4866.440430
	Iteration 15Q: 3 clusters Score -2409190 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2409804.500000 Penalty: 4866.440430
	Iteration 16Q: 3 clusters Score -2409804 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2410328.500000 Penalty: 4866.440430
	Iteration 17Q: 3 clusters Score -2410328 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2410744.750000 Penalty: 4866.440430
	Iteration 18Q: 3 clusters Score -2410745 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2411087.500000 Penalty: 4866.440430
	Iteration 19Q: 3 clusters Score -2411088 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2411336.750000 Penalty: 4866.440430
	Iteration 20F: 3 clusters Score -2411337 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2411503.750000 Penalty: 4866.440430
	Iteration 21Q: 3 clusters Score -2411504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2411620.500000 Penalty: 4866.440430
	Iteration 22Q: 3 clusters Score -2411620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2411684.500000 Penalty: 4866.440430
	Iteration 23Q: 3 clusters Score -2411684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2411746.500000 Penalty: 4866.440430
	Iteration 24Q: 3 clusters Score -2411746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2411785.500000 Penalty: 4866.440430
	Iteration 25Q: 3 clusters Score -2411786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2411820.750000 Penalty: 4866.440430
	Iteration 26Q: 3 clusters Score -2411821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2411836.000000 Penalty: 4866.440430
	Iteration 27Q: 3 clusters Score -2411836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2411847.500000 Penalty: 4866.440430
	Iteration 28Q: 3 clusters Score -2411848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2411849.500000 Penalty: 4866.440430
	Iteration 29Q: 3 clusters Score -2411850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2411853.250000 Penalty: 4866.440430
	Iteration 30Q: 3 clusters Score -2411853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2411853.500000 Penalty: 4866.440430
	Iteration 31Q: 3 clusters Score -2411854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2411855.750000 Penalty: 4866.440430
	Iteration 32Q: 3 clusters Score -2411856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2411858.250000 Penalty: 4866.440430
	Iteration 33Q: 3 clusters Score -2411858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2411860.000000 Penalty: 4866.440430
	Iteration 34Q: 3 clusters Score -2411860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2411862.500000 Penalty: 4866.440430
	Iteration 35Q: 3 clusters Score -2411862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2411862.250000 Penalty: 4866.440430
	Iteration 36Q: 3 clusters Score -2411862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2411861.750000 Penalty: 4866.440430
	Iteration 37Q: 3 clusters Score -2411862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2411864.500000 Penalty: 4866.440430
	Iteration 38Q: 3 clusters Score -2411864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2411864.500000 Penalty: 4866.440430
	Iteration 39Q: 3 clusters Score -2411864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2411864.500000 Penalty: 4866.440430
	Iteration 40F: 3 clusters Score -2411864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Entering Unmasked Estep 
Score: -4447266.500000 Penalty: 2594.125977
	Iteration 0F: 2 clusters Score -4447266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4423567.000000 Penalty: 5188.251953
	Iteration 0F: 3 clusters Score -4423567 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4432085.500000 Penalty: 5188.251953
	Iteration 1F: 3 clusters Score -4432086 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4432824.000000 Penalty: 5188.251953
	Iteration 2F: 3 clusters Score -4432824 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4433921.500000 Penalty: 5188.251953
	Iteration 3F: 3 clusters Score -4433922 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4435690.500000 Penalty: 5188.251953
	Iteration 4F: 3 clusters Score -4435690 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4438217.500000 Penalty: 5188.251953
	Iteration 5F: 3 clusters Score -4438218 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4441016.000000 Penalty: 5188.251953
	Iteration 6F: 3 clusters Score -4441016 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4443238.500000 Penalty: 5188.251953
	Iteration 7F: 3 clusters Score -4443238 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4444524.000000 Penalty: 5188.251953
	Iteration 8Q: 3 clusters Score -4444524 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4445111.500000 Penalty: 5188.251953
	Iteration 9Q: 3 clusters Score -4445112 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4445376.000000 Penalty: 5188.251953
	Iteration 10Q: 3 clusters Score -4445376 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4445542.000000 Penalty: 5188.251953
	Iteration 11Q: 3 clusters Score -4445542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4445665.000000 Penalty: 5188.251953
	Iteration 12Q: 3 clusters Score -4445665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4445781.000000 Penalty: 5188.251953
	Iteration 13Q: 3 clusters Score -4445781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4445829.500000 Penalty: 5188.251953
	Iteration 14Q: 3 clusters Score -4445830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4445869.000000 Penalty: 5188.251953
	Iteration 15Q: 3 clusters Score -4445869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4445887.500000 Penalty: 5188.251953
	Iteration 16Q: 3 clusters Score -4445888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4445899.500000 Penalty: 5188.251953
	Iteration 17Q: 3 clusters Score -4445900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4445908.000000 Penalty: 5188.251953
	Iteration 18Q: 3 clusters Score -4445908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4445927.000000 Penalty: 5188.251953
	Iteration 19Q: 3 clusters Score -4445927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4445948.000000 Penalty: 5188.251953
	Iteration 20F: 3 clusters Score -4445948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4445960.500000 Penalty: 5188.251953
	Iteration 21Q: 3 clusters Score -4445960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4445959.500000 Penalty: 5188.251953
	Iteration 22Q: 3 clusters Score -4445960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4445965.000000 Penalty: 5188.251953
	Iteration 23Q: 3 clusters Score -4445965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -4445961.500000 Penalty: 5188.251953
	Iteration 24Q: 3 clusters Score -4445962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4445967.000000 Penalty: 5188.251953
	Iteration 25Q: 3 clusters Score -4445967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4445973.500000 Penalty: 5188.251953
	Iteration 26Q: 3 clusters Score -4445974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4445973.000000 Penalty: 5188.251953
	Iteration 27Q: 3 clusters Score -4445973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4445975.500000 Penalty: 5188.251953
	Iteration 28Q: 3 clusters Score -4445976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4445979.500000 Penalty: 5188.251953
	Iteration 29Q: 3 clusters Score -4445980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4445982.000000 Penalty: 5188.251953
	Iteration 30Q: 3 clusters Score -4445982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4445987.000000 Penalty: 5188.251953
	Iteration 31Q: 3 clusters Score -4445987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4445988.500000 Penalty: 5188.251953
	Iteration 32Q: 3 clusters Score -4445988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4445986.000000 Penalty: 5188.251953
	Iteration 33Q: 3 clusters Score -4445986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4445988.500000 Penalty: 5188.251953
	Iteration 34Q: 3 clusters Score -4445988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4445984.000000 Penalty: 5188.251953
	Iteration 35Q: 3 clusters Score -4445984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4445988.000000 Penalty: 5188.251953
	Iteration 36Q: 3 clusters Score -4445988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4445988.000000 Penalty: 5188.251953
	Iteration 37Q: 3 clusters Score -4445988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4445989.000000 Penalty: 5188.251953
	Iteration 38Q: 3 clusters Score -4445989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4445990.000000 Penalty: 5188.251953
	Iteration 39Q: 3 clusters Score -4445990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4445992.000000 Penalty: 5188.251953
	Iteration 40F: 3 clusters Score -4445992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4445995.000000 Penalty: 5188.251953
	Iteration 41Q: 3 clusters Score -4445995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4445996.000000 Penalty: 5188.251953
	Iteration 42Q: 3 clusters Score -4445996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4445995.000000 Penalty: 5188.251953
	Iteration 43Q: 3 clusters Score -4445995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4445994.000000 Penalty: 5188.251953
	Iteration 44Q: 3 clusters Score -4445994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4445994.000000 Penalty: 5188.251953
	Iteration 45F: 3 clusters Score -4445994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Entering Unmasked Estep 
Score: -1746547.875000 Penalty: 2363.609619
	Iteration 0F: 2 clusters Score -1746548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1736441.375000 Penalty: 4727.219238
	Iteration 0F: 3 clusters Score -1736441 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1739531.625000 Penalty: 4727.219238
	Iteration 1F: 3 clusters Score -1739532 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1739864.875000 Penalty: 4727.219238
	Iteration 2F: 3 clusters Score -1739865 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1740098.500000 Penalty: 4727.219238
	Iteration 3Q: 3 clusters Score -1740098 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1740307.500000 Penalty: 4727.219238
	Iteration 4Q: 3 clusters Score -1740308 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1740507.125000 Penalty: 4727.219238
	Iteration 5Q: 3 clusters Score -1740507 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1740727.875000 Penalty: 4727.219238
	Iteration 6Q: 3 clusters Score -1740728 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1740993.375000 Penalty: 4727.219238
	Iteration 7Q: 3 clusters Score -1740993 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1741358.000000 Penalty: 4727.219238
	Iteration 8Q: 3 clusters Score -1741358 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1741843.125000 Penalty: 4727.219238
	Iteration 9F: 3 clusters Score -1741843 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1742420.125000 Penalty: 4727.219238
	Iteration 10F: 3 clusters Score -1742420 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1742976.875000 Penalty: 4727.219238
	Iteration 11Q: 3 clusters Score -1742977 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1743481.000000 Penalty: 4727.219238
	Iteration 12Q: 3 clusters Score -1743481 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1743853.375000 Penalty: 4727.219238
	Iteration 13Q: 3 clusters Score -1743853 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1744090.250000 Penalty: 4727.219238
	Iteration 14Q: 3 clusters Score -1744090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1744218.250000 Penalty: 4727.219238
	Iteration 15Q: 3 clusters Score -1744218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1744295.625000 Penalty: 4727.219238
	Iteration 16Q: 3 clusters Score -1744296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1744354.125000 Penalty: 4727.219238
	Iteration 17Q: 3 clusters Score -1744354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1744387.125000 Penalty: 4727.219238
	Iteration 18Q: 3 clusters Score -1744387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1744407.875000 Penalty: 4727.219238
	Iteration 19Q: 3 clusters Score -1744408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1744438.625000 Penalty: 4727.219238
	Iteration 20F: 3 clusters Score -1744439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1744458.500000 Penalty: 4727.219238
	Iteration 21Q: 3 clusters Score -1744458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1744471.000000 Penalty: 4727.219238
	Iteration 22Q: 3 clusters Score -1744471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1744486.750000 Penalty: 4727.219238
	Iteration 23Q: 3 clusters Score -1744487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1744497.875000 Penalty: 4727.219238
	Iteration 24Q: 3 clusters Score -1744498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1744514.375000 Penalty: 4727.219238
	Iteration 25Q: 3 clusters Score -1744514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1744521.000000 Penalty: 4727.219238
	Iteration 26Q: 3 clusters Score -1744521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1744525.250000 Penalty: 4727.219238
	Iteration 27Q: 3 clusters Score -1744525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1744526.000000 Penalty: 4727.219238
	Iteration 28Q: 3 clusters Score -1744526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1744526.000000 Penalty: 4727.219238
	Iteration 29F: 3 clusters Score -1744526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -1212180.000000 Penalty: 2283.444336
	Iteration 0F: 2 clusters Score -1212180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1204575.250000 Penalty: 4566.888672
	Iteration 0F: 3 clusters Score -1204575 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1206781.750000 Penalty: 4566.888672
	Iteration 1F: 3 clusters Score -1206782 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1207098.125000 Penalty: 4566.888672
	Iteration 2F: 3 clusters Score -1207098 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1207375.750000 Penalty: 4566.888672
	Iteration 3F: 3 clusters Score -1207376 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1207730.375000 Penalty: 4566.888672
	Iteration 4F: 3 clusters Score -1207730 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1208269.375000 Penalty: 4566.888672
	Iteration 5F: 3 clusters Score -1208269 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1208994.125000 Penalty: 4566.888672
	Iteration 6F: 3 clusters Score -1208994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1209751.750000 Penalty: 4566.888672
	Iteration 7F: 3 clusters Score -1209752 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1210301.375000 Penalty: 4566.888672
	Iteration 8F: 3 clusters Score -1210301 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1210601.625000 Penalty: 4566.888672
	Iteration 9Q: 3 clusters Score -1210602 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1210746.875000 Penalty: 4566.888672
	Iteration 10Q: 3 clusters Score -1210747 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1210841.250000 Penalty: 4566.888672
	Iteration 11Q: 3 clusters Score -1210841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1210911.500000 Penalty: 4566.888672
	Iteration 12Q: 3 clusters Score -1210912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1210948.750000 Penalty: 4566.888672
	Iteration 13Q: 3 clusters Score -1210949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1210976.000000 Penalty: 4566.888672
	Iteration 14Q: 3 clusters Score -1210976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1210990.875000 Penalty: 4566.888672
	Iteration 15Q: 3 clusters Score -1210991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1211003.375000 Penalty: 4566.888672
	Iteration 16Q: 3 clusters Score -1211003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1211015.000000 Penalty: 4566.888672
	Iteration 17Q: 3 clusters Score -1211015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1211028.625000 Penalty: 4566.888672
	Iteration 18Q: 3 clusters Score -1211029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1211036.375000 Penalty: 4566.888672
	Iteration 19Q: 3 clusters Score -1211036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1211036.875000 Penalty: 4566.888672
	Iteration 20F: 3 clusters Score -1211037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1211040.625000 Penalty: 4566.888672
	Iteration 21Q: 3 clusters Score -1211041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1211044.750000 Penalty: 4566.888672
	Iteration 22Q: 3 clusters Score -1211045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1211049.000000 Penalty: 4566.888672
	Iteration 23Q: 3 clusters Score -1211049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1211048.625000 Penalty: 4566.888672
	Iteration 24Q: 3 clusters Score -1211049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1211050.375000 Penalty: 4566.888672
	Iteration 25Q: 3 clusters Score -1211050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1211051.000000 Penalty: 4566.888672
	Iteration 26Q: 3 clusters Score -1211051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1211054.625000 Penalty: 4566.888672
	Iteration 27Q: 3 clusters Score -1211055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1211056.500000 Penalty: 4566.888672
	Iteration 28Q: 3 clusters Score -1211056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1211058.875000 Penalty: 4566.888672
	Iteration 29Q: 3 clusters Score -1211059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1211059.250000 Penalty: 4566.888672
	Iteration 30Q: 3 clusters Score -1211059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1211059.250000 Penalty: 4566.888672
	Iteration 31F: 3 clusters Score -1211059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Entering Unmasked Estep 
Score: -6135817.500000 Penalty: 2691.510498
	Iteration 0F: 2 clusters Score -6135818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6101028.000000 Penalty: 5383.020996
	Iteration 0F: 3 clusters Score -6101028 nChanged 23893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -6114799.000000 Penalty: 5383.020996
	Iteration 1F: 3 clusters Score -6114799 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -6116041.500000 Penalty: 5383.020996
	Iteration 2F: 3 clusters Score -6116042 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6117502.000000 Penalty: 5383.020996
	Iteration 3F: 3 clusters Score -6117502 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6119144.000000 Penalty: 5383.020996
	Iteration 4F: 3 clusters Score -6119144 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -6121044.500000 Penalty: 5383.020996
	Iteration 5F: 3 clusters Score -6121044 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6123131.500000 Penalty: 5383.020996
	Iteration 6F: 3 clusters Score -6123132 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -6125250.500000 Penalty: 5383.020996
	Iteration 7F: 3 clusters Score -6125250 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -6127172.500000 Penalty: 5383.020996
	Iteration 8F: 3 clusters Score -6127172 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -6128799.500000 Penalty: 5383.020996
	Iteration 9Q: 3 clusters Score -6128800 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -6130117.000000 Penalty: 5383.020996
	Iteration 10Q: 3 clusters Score -6130117 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6131063.500000 Penalty: 5383.020996
	Iteration 11Q: 3 clusters Score -6131064 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -6131860.000000 Penalty: 5383.020996
	Iteration 12Q: 3 clusters Score -6131860 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6132405.500000 Penalty: 5383.020996
	Iteration 13Q: 3 clusters Score -6132406 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6132797.500000 Penalty: 5383.020996
	Iteration 14Q: 3 clusters Score -6132798 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6133072.500000 Penalty: 5383.020996
	Iteration 15Q: 3 clusters Score -6133072 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6133276.000000 Penalty: 5383.020996
	Iteration 16Q: 3 clusters Score -6133276 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -6133475.000000 Penalty: 5383.020996
	Iteration 17Q: 3 clusters Score -6133475 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6133604.500000 Penalty: 5383.020996
	Iteration 18Q: 3 clusters Score -6133604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -6133723.500000 Penalty: 5383.020996
	Iteration 19Q: 3 clusters Score -6133724 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6133782.500000 Penalty: 5383.020996
	Iteration 20F: 3 clusters Score -6133782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6133851.000000 Penalty: 5383.020996
	Iteration 21Q: 3 clusters Score -6133851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6133895.000000 Penalty: 5383.020996
	Iteration 22Q: 3 clusters Score -6133895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6133929.000000 Penalty: 5383.020996
	Iteration 23Q: 3 clusters Score -6133929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6133945.000000 Penalty: 5383.020996
	Iteration 24Q: 3 clusters Score -6133945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6133964.500000 Penalty: 5383.020996
	Iteration 25Q: 3 clusters Score -6133964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -6133972.500000 Penalty: 5383.020996
	Iteration 26Q: 3 clusters Score -6133972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -6133986.000000 Penalty: 5383.020996
	Iteration 27Q: 3 clusters Score -6133986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6133992.000000 Penalty: 5383.020996
	Iteration 28Q: 3 clusters Score -6133992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6134003.000000 Penalty: 5383.020996
	Iteration 29Q: 3 clusters Score -6134003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -6134008.000000 Penalty: 5383.020996
	Iteration 30Q: 3 clusters Score -6134008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6134009.000000 Penalty: 5383.020996
	Iteration 31Q: 3 clusters Score -6134009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6134009.000000 Penalty: 5383.020996
	Iteration 32Q: 3 clusters Score -6134009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6134015.500000 Penalty: 5383.020996
	Iteration 33Q: 3 clusters Score -6134016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6134016.500000 Penalty: 5383.020996
	Iteration 34Q: 3 clusters Score -6134016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -6134013.500000 Penalty: 5383.020996
	Iteration 35Q: 3 clusters Score -6134014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6134028.000000 Penalty: 5383.020996
	Iteration 36Q: 3 clusters Score -6134028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6134039.000000 Penalty: 5383.020996
	Iteration 37Q: 3 clusters Score -6134039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -6134044.500000 Penalty: 5383.020996
	Iteration 38Q: 3 clusters Score -6134044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6134055.000000 Penalty: 5383.020996
	Iteration 39Q: 3 clusters Score -6134055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6134062.000000 Penalty: 5383.020996
	Iteration 40F: 3 clusters Score -6134062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6134065.500000 Penalty: 5383.020996
	Iteration 41Q: 3 clusters Score -6134066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6134068.500000 Penalty: 5383.020996
	Iteration 42Q: 3 clusters Score -6134068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6134067.500000 Penalty: 5383.020996
	Iteration 43Q: 3 clusters Score -6134068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6134065.500000 Penalty: 5383.020996
	Iteration 44Q: 3 clusters Score -6134066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6134068.500000 Penalty: 5383.020996
	Iteration 45Q: 3 clusters Score -6134068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6134080.000000 Penalty: 5383.020996
	Iteration 46Q: 3 clusters Score -6134080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6134081.000000 Penalty: 5383.020996
	Iteration 47Q: 3 clusters Score -6134081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6134087.500000 Penalty: 5383.020996
	Iteration 48Q: 3 clusters Score -6134088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6134096.500000 Penalty: 5383.020996
	Iteration 49Q: 3 clusters Score -6134096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -6134097.000000 Penalty: 5383.020996
	Iteration 50Q: 3 clusters Score -6134097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6134101.500000 Penalty: 5383.020996
	Iteration 51Q: 3 clusters Score -6134102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6134108.500000 Penalty: 5383.020996
	Iteration 52Q: 3 clusters Score -6134108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6134114.000000 Penalty: 5383.020996
	Iteration 53Q: 3 clusters Score -6134114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6134120.500000 Penalty: 5383.020996
	Iteration 54Q: 3 clusters Score -6134120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6134128.000000 Penalty: 5383.020996
	Iteration 55Q: 3 clusters Score -6134128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6134124.000000 Penalty: 5383.020996
	Iteration 56Q: 3 clusters Score -6134124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6134125.500000 Penalty: 5383.020996
	Iteration 57Q: 3 clusters Score -6134126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6134130.500000 Penalty: 5383.020996
	Iteration 58Q: 3 clusters Score -6134130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6134130.500000 Penalty: 5383.020996
	Iteration 59F: 3 clusters Score -6134130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Entering Unmasked Estep 
Score: -7603388.500000 Penalty: 2720.254150
	Iteration 0F: 2 clusters Score -7603388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -7564319.000000 Penalty: 5440.508301
	Iteration 0F: 3 clusters Score -7564319 nChanged 26939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -7579261.000000 Penalty: 5440.508301
	Iteration 1F: 3 clusters Score -7579261 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7579860.000000 Penalty: 5440.508301
	Iteration 2Q: 3 clusters Score -7579860 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -7580463.000000 Penalty: 5440.508301
	Iteration 3Q: 3 clusters Score -7580463 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -7581240.500000 Penalty: 5440.508301
	Iteration 4Q: 3 clusters Score -7581240 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7582291.000000 Penalty: 5440.508301
	Iteration 5Q: 3 clusters Score -7582291 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -7583919.000000 Penalty: 5440.508301
	Iteration 6Q: 3 clusters Score -7583919 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -7586178.500000 Penalty: 5440.508301
	Iteration 7F: 3 clusters Score -7586178 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -7589074.500000 Penalty: 5440.508301
	Iteration 8F: 3 clusters Score -7589074 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -7592242.500000 Penalty: 5440.508301
	Iteration 9F: 3 clusters Score -7592242 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -7594951.000000 Penalty: 5440.508301
	Iteration 10F: 3 clusters Score -7594951 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -7596833.000000 Penalty: 5440.508301
	Iteration 11Q: 3 clusters Score -7596833 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7598220.000000 Penalty: 5440.508301
	Iteration 12Q: 3 clusters Score -7598220 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7599263.500000 Penalty: 5440.508301
	Iteration 13Q: 3 clusters Score -7599264 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7599941.000000 Penalty: 5440.508301
	Iteration 14Q: 3 clusters Score -7599941 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7600477.000000 Penalty: 5440.508301
	Iteration 15Q: 3 clusters Score -7600477 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7600788.000000 Penalty: 5440.508301
	Iteration 16Q: 3 clusters Score -7600788 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7600985.500000 Penalty: 5440.508301
	Iteration 17Q: 3 clusters Score -7600986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7601089.500000 Penalty: 5440.508301
	Iteration 18Q: 3 clusters Score -7601090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7601158.500000 Penalty: 5440.508301
	Iteration 19Q: 3 clusters Score -7601158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7601213.500000 Penalty: 5440.508301
	Iteration 20F: 3 clusters Score -7601214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7601269.000000 Penalty: 5440.508301
	Iteration 21Q: 3 clusters Score -7601269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7601282.000000 Penalty: 5440.508301
	Iteration 22Q: 3 clusters Score -7601282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7601308.500000 Penalty: 5440.508301
	Iteration 23Q: 3 clusters Score -7601308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7601314.500000 Penalty: 5440.508301
	Iteration 24Q: 3 clusters Score -7601314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7601325.500000 Penalty: 5440.508301
	Iteration 25Q: 3 clusters Score -7601326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7601344.000000 Penalty: 5440.508301
	Iteration 26Q: 3 clusters Score -7601344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7601345.500000 Penalty: 5440.508301
	Iteration 27Q: 3 clusters Score -7601346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7601357.500000 Penalty: 5440.508301
	Iteration 28Q: 3 clusters Score -7601358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7601358.500000 Penalty: 5440.508301
	Iteration 29Q: 3 clusters Score -7601358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7601358.000000 Penalty: 5440.508301
	Iteration 30Q: 3 clusters Score -7601358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7601363.500000 Penalty: 5440.508301
	Iteration 31Q: 3 clusters Score -7601364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7601380.500000 Penalty: 5440.508301
	Iteration 32Q: 3 clusters Score -7601380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7601373.000000 Penalty: 5440.508301
	Iteration 33Q: 3 clusters Score -7601373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7601377.000000 Penalty: 5440.508301
	Iteration 34Q: 3 clusters Score -7601377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7601370.500000 Penalty: 5440.508301
	Iteration 35Q: 3 clusters Score -7601370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7601366.500000 Penalty: 5440.508301
	Iteration 36Q: 3 clusters Score -7601366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7601368.000000 Penalty: 5440.508301
	Iteration 37Q: 3 clusters Score -7601368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7601366.500000 Penalty: 5440.508301
	Iteration 38Q: 3 clusters Score -7601366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7601370.500000 Penalty: 5440.508301
	Iteration 39Q: 3 clusters Score -7601370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7601373.500000 Penalty: 5440.508301
	Iteration 40F: 3 clusters Score -7601374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Entering Unmasked Estep 
Score: -1666654.000000 Penalty: 2383.027588
	Iteration 0F: 2 clusters Score -1666654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1655933.500000 Penalty: 4766.055176
	Iteration 0F: 3 clusters Score -1655934 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1659944.625000 Penalty: 4766.055176
	Iteration 1F: 3 clusters Score -1659945 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1660894.625000 Penalty: 4766.055176
	Iteration 2F: 3 clusters Score -1660895 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1661757.375000 Penalty: 4766.055176
	Iteration 3F: 3 clusters Score -1661757 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1662557.000000 Penalty: 4766.055176
	Iteration 4F: 3 clusters Score -1662557 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1663196.125000 Penalty: 4766.055176
	Iteration 5F: 3 clusters Score -1663196 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1663604.000000 Penalty: 4766.055176
	Iteration 6Q: 3 clusters Score -1663604 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1663906.500000 Penalty: 4766.055176
	Iteration 7Q: 3 clusters Score -1663906 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1664162.125000 Penalty: 4766.055176
	Iteration 8Q: 3 clusters Score -1664162 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1664363.875000 Penalty: 4766.055176
	Iteration 9Q: 3 clusters Score -1664364 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1664518.250000 Penalty: 4766.055176
	Iteration 10Q: 3 clusters Score -1664518 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1664663.000000 Penalty: 4766.055176
	Iteration 11Q: 3 clusters Score -1664663 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1664789.625000 Penalty: 4766.055176
	Iteration 12Q: 3 clusters Score -1664790 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1664883.625000 Penalty: 4766.055176
	Iteration 13Q: 3 clusters Score -1664884 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1664957.125000 Penalty: 4766.055176
	Iteration 14Q: 3 clusters Score -1664957 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1665018.375000 Penalty: 4766.055176
	Iteration 15Q: 3 clusters Score -1665018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1665070.625000 Penalty: 4766.055176
	Iteration 16Q: 3 clusters Score -1665071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1665113.125000 Penalty: 4766.055176
	Iteration 17Q: 3 clusters Score -1665113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1665153.250000 Penalty: 4766.055176
	Iteration 18Q: 3 clusters Score -1665153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1665196.250000 Penalty: 4766.055176
	Iteration 19Q: 3 clusters Score -1665196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1665237.750000 Penalty: 4766.055176
	Iteration 20F: 3 clusters Score -1665238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1665259.250000 Penalty: 4766.055176
	Iteration 21Q: 3 clusters Score -1665259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1665286.250000 Penalty: 4766.055176
	Iteration 22Q: 3 clusters Score -1665286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1665313.500000 Penalty: 4766.055176
	Iteration 23Q: 3 clusters Score -1665314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1665338.875000 Penalty: 4766.055176
	Iteration 24Q: 3 clusters Score -1665339 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1665367.875000 Penalty: 4766.055176
	Iteration 25Q: 3 clusters Score -1665368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1665402.250000 Penalty: 4766.055176
	Iteration 26Q: 3 clusters Score -1665402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1665439.250000 Penalty: 4766.055176
	Iteration 27Q: 3 clusters Score -1665439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1665489.750000 Penalty: 4766.055176
	Iteration 28Q: 3 clusters Score -1665490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1665532.250000 Penalty: 4766.055176
	Iteration 29Q: 3 clusters Score -1665532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1665580.250000 Penalty: 4766.055176
	Iteration 30Q: 3 clusters Score -1665580 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1665627.250000 Penalty: 4766.055176
	Iteration 31Q: 3 clusters Score -1665627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1665683.375000 Penalty: 4766.055176
	Iteration 32Q: 3 clusters Score -1665683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1665743.875000 Penalty: 4766.055176
	Iteration 33Q: 3 clusters Score -1665744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1665805.375000 Penalty: 4766.055176
	Iteration 34Q: 3 clusters Score -1665805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1665892.875000 Penalty: 4766.055176
	Iteration 35Q: 3 clusters Score -1665893 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1666022.125000 Penalty: 4766.055176
	Iteration 36Q: 3 clusters Score -1666022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1666143.625000 Penalty: 4766.055176
	Iteration 37Q: 3 clusters Score -1666144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1666221.750000 Penalty: 4766.055176
	Iteration 38Q: 3 clusters Score -1666222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1666278.750000 Penalty: 4766.055176
	Iteration 39Q: 3 clusters Score -1666279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1666301.500000 Penalty: 4766.055176
	Iteration 40F: 3 clusters Score -1666302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1666326.750000 Penalty: 4766.055176
	Iteration 41Q: 3 clusters Score -1666327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1666341.250000 Penalty: 4766.055176
	Iteration 42Q: 3 clusters Score -1666341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1666352.625000 Penalty: 4766.055176
	Iteration 43Q: 3 clusters Score -1666353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1666356.500000 Penalty: 4766.055176
	Iteration 44Q: 3 clusters Score -1666356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1666359.875000 Penalty: 4766.055176
	Iteration 45Q: 3 clusters Score -1666360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1666364.875000 Penalty: 4766.055176
	Iteration 46Q: 3 clusters Score -1666365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1666365.750000 Penalty: 4766.055176
	Iteration 47Q: 3 clusters Score -1666366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1666370.750000 Penalty: 4766.055176
	Iteration 48Q: 3 clusters Score -1666371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1666373.750000 Penalty: 4766.055176
	Iteration 49Q: 3 clusters Score -1666374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1666369.125000 Penalty: 4766.055176
	Iteration 50Q: 3 clusters Score -1666369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1666368.875000 Penalty: 4766.055176
	Iteration 51Q: 3 clusters Score -1666369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1666370.875000 Penalty: 4766.055176
	Iteration 52Q: 3 clusters Score -1666371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1666374.875000 Penalty: 4766.055176
	Iteration 53Q: 3 clusters Score -1666375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1666376.500000 Penalty: 4766.055176
	Iteration 54Q: 3 clusters Score -1666376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1666379.125000 Penalty: 4766.055176
	Iteration 55Q: 3 clusters Score -1666379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1666381.875000 Penalty: 4766.055176
	Iteration 56Q: 3 clusters Score -1666382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1666382.375000 Penalty: 4766.055176
	Iteration 57Q: 3 clusters Score -1666382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1666382.000000 Penalty: 4766.055176
	Iteration 58Q: 3 clusters Score -1666382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1666383.125000 Penalty: 4766.055176
	Iteration 59Q: 3 clusters Score -1666383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1666387.375000 Penalty: 4766.055176
	Iteration 60F: 3 clusters Score -1666387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1666383.375000 Penalty: 4766.055176
	Iteration 61Q: 3 clusters Score -1666383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1666385.375000 Penalty: 4766.055176
	Iteration 62Q: 3 clusters Score -1666385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1666389.875000 Penalty: 4766.055176
	Iteration 63Q: 3 clusters Score -1666390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1666392.625000 Penalty: 4766.055176
	Iteration 64Q: 3 clusters Score -1666393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1666391.750000 Penalty: 4766.055176
	Iteration 65Q: 3 clusters Score -1666392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1666393.875000 Penalty: 4766.055176
	Iteration 66Q: 3 clusters Score -1666394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1666392.375000 Penalty: 4766.055176
	Iteration 67Q: 3 clusters Score -1666392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1666392.875000 Penalty: 4766.055176
	Iteration 68Q: 3 clusters Score -1666393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1666394.375000 Penalty: 4766.055176
	Iteration 69Q: 3 clusters Score -1666394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1666389.750000 Penalty: 4766.055176
	Iteration 70Q: 3 clusters Score -1666390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1666391.625000 Penalty: 4766.055176
	Iteration 71Q: 3 clusters Score -1666392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1666390.625000 Penalty: 4766.055176
	Iteration 72Q: 3 clusters Score -1666391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1666390.625000 Penalty: 4766.055176
	Iteration 73F: 3 clusters Score -1666391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -528957.437500 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -528957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -524867.625000 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -524867.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -525974.187500 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -525974.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -526394.875000 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -526394.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -526785.500000 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -526785.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -527105.375000 Penalty: 4154.655273
	Iteration 4F: 3 clusters Score -527105.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -527329.250000 Penalty: 4154.655273
	Iteration 5F: 3 clusters Score -527329.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -527468.750000 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -527468.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -527567.062500 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -527567.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -527633.500000 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -527633.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -527677.687500 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -527677.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -527701.875000 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -527701.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -527723.000000 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -527723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -527739.062500 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -527739.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -527751.625000 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -527751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -527764.000000 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -527764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -527775.250000 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -527775.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -527786.937500 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -527786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -527798.312500 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -527798.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -527807.250000 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -527807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -527812.187500 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -527812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -527813.562500 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -527813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -527814.312500 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -527814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -527817.000000 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -527817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -527818.562500 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -527818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -527819.375000 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -527819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -527820.000000 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -527820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -527821.750000 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -527821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -527820.187500 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -527820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -527821.750000 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -527821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -527822.000000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -527822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -527821.687500 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -527821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -527824.250000 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -527824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -527826.062500 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -527826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -527826.625000 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -527826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -527826.625000 Penalty: 4154.655273
	Iteration 34F: 3 clusters Score -527826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -664527.812500 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -664527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -659406.625000 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -659406.6 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -660800.687500 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -660800.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -661190.375000 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -661190.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -661431.875000 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -661431.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -661605.687500 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -661605.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661726.187500 Penalty: 4316.774414
	Iteration 5Q: 3 clusters Score -661726.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -661816.312500 Penalty: 4316.774414
	Iteration 6Q: 3 clusters Score -661816.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -661909.437500 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -661909.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -661993.875000 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -661993.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -662062.500000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -662062.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -662116.250000 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -662116.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -662167.500000 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -662167.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -662205.000000 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -662205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -662225.312500 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -662225.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -662242.937500 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -662242.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -662262.062500 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -662262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -662278.812500 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -662278.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -662289.187500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -662289.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -662299.187500 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -662299.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -662307.187500 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -662307.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -662315.187500 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -662315.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -662316.750000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -662316.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -662321.000000 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -662321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -662323.562500 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -662323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -662324.562500 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -662324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -662327.062500 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -662327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -662329.187500 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -662329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -662331.250000 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -662331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -662332.625000 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -662332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -662332.812500 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -662332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -662333.750000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -662333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -662333.937500 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -662333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -662334.875000 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -662334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -662334.875000 Penalty: 4316.774414
	Iteration 33F: 3 clusters Score -662334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Entering Unmasked Estep 
Score: -5350650.000000 Penalty: 2634.723633
	Iteration 0F: 2 clusters Score -5350650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5322784.000000 Penalty: 5269.447266
	Iteration 0F: 3 clusters Score -5322784 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5333389.500000 Penalty: 5269.447266
	Iteration 1F: 3 clusters Score -5333390 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5334054.500000 Penalty: 5269.447266
	Iteration 2Q: 3 clusters Score -5334054 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5334763.500000 Penalty: 5269.447266
	Iteration 3Q: 3 clusters Score -5334764 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5335826.500000 Penalty: 5269.447266
	Iteration 4F: 3 clusters Score -5335826 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -5337307.000000 Penalty: 5269.447266
	Iteration 5F: 3 clusters Score -5337307 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5339055.000000 Penalty: 5269.447266
	Iteration 6F: 3 clusters Score -5339055 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -5340799.500000 Penalty: 5269.447266
	Iteration 7F: 3 clusters Score -5340800 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5342222.000000 Penalty: 5269.447266
	Iteration 8F: 3 clusters Score -5342222 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5343335.500000 Penalty: 5269.447266
	Iteration 9Q: 3 clusters Score -5343336 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5344263.000000 Penalty: 5269.447266
	Iteration 10Q: 3 clusters Score -5344263 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -5345162.500000 Penalty: 5269.447266
	Iteration 11Q: 3 clusters Score -5345162 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -5346037.000000 Penalty: 5269.447266
	Iteration 12Q: 3 clusters Score -5346037 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5346617.500000 Penalty: 5269.447266
	Iteration 13Q: 3 clusters Score -5346618 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5347026.000000 Penalty: 5269.447266
	Iteration 14Q: 3 clusters Score -5347026 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5347308.500000 Penalty: 5269.447266
	Iteration 15Q: 3 clusters Score -5347308 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5347552.000000 Penalty: 5269.447266
	Iteration 16Q: 3 clusters Score -5347552 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5347734.500000 Penalty: 5269.447266
	Iteration 17Q: 3 clusters Score -5347734 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5347895.000000 Penalty: 5269.447266
	Iteration 18Q: 3 clusters Score -5347895 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5348028.000000 Penalty: 5269.447266
	Iteration 19Q: 3 clusters Score -5348028 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5348144.500000 Penalty: 5269.447266
	Iteration 20F: 3 clusters Score -5348144 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5348246.000000 Penalty: 5269.447266
	Iteration 21Q: 3 clusters Score -5348246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5348299.000000 Penalty: 5269.447266
	Iteration 22Q: 3 clusters Score -5348299 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5348365.000000 Penalty: 5269.447266
	Iteration 23Q: 3 clusters Score -5348365 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5348440.000000 Penalty: 5269.447266
	Iteration 24Q: 3 clusters Score -5348440 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5348499.000000 Penalty: 5269.447266
	Iteration 25Q: 3 clusters Score -5348499 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5348547.000000 Penalty: 5269.447266
	Iteration 26Q: 3 clusters Score -5348547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5348578.500000 Penalty: 5269.447266
	Iteration 27Q: 3 clusters Score -5348578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5348618.000000 Penalty: 5269.447266
	Iteration 28Q: 3 clusters Score -5348618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5348652.000000 Penalty: 5269.447266
	Iteration 29Q: 3 clusters Score -5348652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5348683.500000 Penalty: 5269.447266
	Iteration 30Q: 3 clusters Score -5348684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5348695.500000 Penalty: 5269.447266
	Iteration 31Q: 3 clusters Score -5348696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -5348707.000000 Penalty: 5269.447266
	Iteration 32Q: 3 clusters Score -5348707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5348705.500000 Penalty: 5269.447266
	Iteration 33Q: 3 clusters Score -5348706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5348707.000000 Penalty: 5269.447266
	Iteration 34Q: 3 clusters Score -5348707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5348718.000000 Penalty: 5269.447266
	Iteration 35Q: 3 clusters Score -5348718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5348709.000000 Penalty: 5269.447266
	Iteration 36Q: 3 clusters Score -5348709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5348727.500000 Penalty: 5269.447266
	Iteration 37Q: 3 clusters Score -5348728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5348721.500000 Penalty: 5269.447266
	Iteration 38Q: 3 clusters Score -5348722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5348736.000000 Penalty: 5269.447266
	Iteration 39Q: 3 clusters Score -5348736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5348743.000000 Penalty: 5269.447266
	Iteration 40F: 3 clusters Score -5348743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5348743.500000 Penalty: 5269.447266
	Iteration 41Q: 3 clusters Score -5348744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5348754.500000 Penalty: 5269.447266
	Iteration 42Q: 3 clusters Score -5348754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5348754.500000 Penalty: 5269.447266
	Iteration 43Q: 3 clusters Score -5348754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5348756.000000 Penalty: 5269.447266
	Iteration 44Q: 3 clusters Score -5348756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5348757.500000 Penalty: 5269.447266
	Iteration 45Q: 3 clusters Score -5348758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5348757.000000 Penalty: 5269.447266
	Iteration 46Q: 3 clusters Score -5348757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5348763.500000 Penalty: 5269.447266
	Iteration 47Q: 3 clusters Score -5348764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5348768.500000 Penalty: 5269.447266
	Iteration 48Q: 3 clusters Score -5348768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5348765.500000 Penalty: 5269.447266
	Iteration 49Q: 3 clusters Score -5348766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5348773.000000 Penalty: 5269.447266
	Iteration 50Q: 3 clusters Score -5348773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5348770.000000 Penalty: 5269.447266
	Iteration 51Q: 3 clusters Score -5348770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5348769.500000 Penalty: 5269.447266
	Iteration 52Q: 3 clusters Score -5348770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5348779.000000 Penalty: 5269.447266
	Iteration 53Q: 3 clusters Score -5348779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5348773.500000 Penalty: 5269.447266
	Iteration 54Q: 3 clusters Score -5348774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5348795.500000 Penalty: 5269.447266
	Iteration 55Q: 3 clusters Score -5348796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5348785.000000 Penalty: 5269.447266
	Iteration 56Q: 3 clusters Score -5348785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5348789.000000 Penalty: 5269.447266
	Iteration 57Q: 3 clusters Score -5348789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5348787.500000 Penalty: 5269.447266
	Iteration 58Q: 3 clusters Score -5348788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5348785.000000 Penalty: 5269.447266
	Iteration 59Q: 3 clusters Score -5348785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5348782.000000 Penalty: 5269.447266
	Iteration 60F: 3 clusters Score -5348782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5348792.500000 Penalty: 5269.447266
	Iteration 61Q: 3 clusters Score -5348792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5348792.500000 Penalty: 5269.447266
	Iteration 62Q: 3 clusters Score -5348792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5348796.500000 Penalty: 5269.447266
	Iteration 63Q: 3 clusters Score -5348796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5348795.500000 Penalty: 5269.447266
	Iteration 64Q: 3 clusters Score -5348796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5348796.500000 Penalty: 5269.447266
	Iteration 65Q: 3 clusters Score -5348796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5348801.500000 Penalty: 5269.447266
	Iteration 66Q: 3 clusters Score -5348802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5348801.000000 Penalty: 5269.447266
	Iteration 67Q: 3 clusters Score -5348801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5348801.000000 Penalty: 5269.447266
	Iteration 68F: 3 clusters Score -5348801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Entering Unmasked Estep 
Score: -518256.000000 Penalty: 2067.484131
	Iteration 0F: 2 clusters Score -518256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -514270.750000 Penalty: 4134.968262
	Iteration 0F: 3 clusters Score -514270.8 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -515158.031250 Penalty: 4134.968262
	Iteration 1F: 3 clusters Score -515158 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -515342.062500 Penalty: 4134.968262
	Iteration 2F: 3 clusters Score -515342.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -515432.062500 Penalty: 4134.968262
	Iteration 3Q: 3 clusters Score -515432.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -515488.625000 Penalty: 4134.968262
	Iteration 4Q: 3 clusters Score -515488.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -515540.937500 Penalty: 4134.968262
	Iteration 5Q: 3 clusters Score -515540.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -515578.312500 Penalty: 4134.968262
	Iteration 6Q: 3 clusters Score -515578.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -515610.093750 Penalty: 4134.968262
	Iteration 7Q: 3 clusters Score -515610.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -515639.500000 Penalty: 4134.968262
	Iteration 8Q: 3 clusters Score -515639.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -515663.656250 Penalty: 4134.968262
	Iteration 9Q: 3 clusters Score -515663.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -515682.531250 Penalty: 4134.968262
	Iteration 10Q: 3 clusters Score -515682.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -515698.062500 Penalty: 4134.968262
	Iteration 11Q: 3 clusters Score -515698.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -515710.843750 Penalty: 4134.968262
	Iteration 12Q: 3 clusters Score -515710.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -515724.593750 Penalty: 4134.968262
	Iteration 13Q: 3 clusters Score -515724.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -515740.750000 Penalty: 4134.968262
	Iteration 14Q: 3 clusters Score -515740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -515761.187500 Penalty: 4134.968262
	Iteration 15Q: 3 clusters Score -515761.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -515784.812500 Penalty: 4134.968262
	Iteration 16Q: 3 clusters Score -515784.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -515799.875000 Penalty: 4134.968262
	Iteration 17Q: 3 clusters Score -515799.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -515816.562500 Penalty: 4134.968262
	Iteration 18Q: 3 clusters Score -515816.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -515834.218750 Penalty: 4134.968262
	Iteration 19Q: 3 clusters Score -515834.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -515851.218750 Penalty: 4134.968262
	Iteration 20F: 3 clusters Score -515851.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -515869.625000 Penalty: 4134.968262
	Iteration 21Q: 3 clusters Score -515869.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -515892.687500 Penalty: 4134.968262
	Iteration 22Q: 3 clusters Score -515892.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -515917.000000 Penalty: 4134.968262
	Iteration 23Q: 3 clusters Score -515917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -515934.312500 Penalty: 4134.968262
	Iteration 24Q: 3 clusters Score -515934.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -515953.281250 Penalty: 4134.968262
	Iteration 25Q: 3 clusters Score -515953.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -515967.906250 Penalty: 4134.968262
	Iteration 26Q: 3 clusters Score -515967.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -515980.343750 Penalty: 4134.968262
	Iteration 27Q: 3 clusters Score -515980.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -515994.125000 Penalty: 4134.968262
	Iteration 28Q: 3 clusters Score -515994.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -516006.562500 Penalty: 4134.968262
	Iteration 29Q: 3 clusters Score -516006.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -516019.343750 Penalty: 4134.968262
	Iteration 30Q: 3 clusters Score -516019.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -516031.875000 Penalty: 4134.968262
	Iteration 31Q: 3 clusters Score -516031.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -516052.375000 Penalty: 4134.968262
	Iteration 32Q: 3 clusters Score -516052.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -516069.406250 Penalty: 4134.968262
	Iteration 33Q: 3 clusters Score -516069.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -516084.906250 Penalty: 4134.968262
	Iteration 34Q: 3 clusters Score -516084.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -516101.468750 Penalty: 4134.968262
	Iteration 35Q: 3 clusters Score -516101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -516117.500000 Penalty: 4134.968262
	Iteration 36Q: 3 clusters Score -516117.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -516131.625000 Penalty: 4134.968262
	Iteration 37Q: 3 clusters Score -516131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -516143.718750 Penalty: 4134.968262
	Iteration 38Q: 3 clusters Score -516143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -516156.968750 Penalty: 4134.968262
	Iteration 39Q: 3 clusters Score -516157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -516164.375000 Penalty: 4134.968262
	Iteration 40F: 3 clusters Score -516164.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -516175.312500 Penalty: 4134.968262
	Iteration 41Q: 3 clusters Score -516175.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -516186.937500 Penalty: 4134.968262
	Iteration 42Q: 3 clusters Score -516186.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -516205.500000 Penalty: 4134.968262
	Iteration 43Q: 3 clusters Score -516205.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -516213.375000 Penalty: 4134.968262
	Iteration 44Q: 3 clusters Score -516213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -516220.906250 Penalty: 4134.968262
	Iteration 45Q: 3 clusters Score -516220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -516229.281250 Penalty: 4134.968262
	Iteration 46Q: 3 clusters Score -516229.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -516234.968750 Penalty: 4134.968262
	Iteration 47Q: 3 clusters Score -516235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -516241.062500 Penalty: 4134.968262
	Iteration 48Q: 3 clusters Score -516241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -516246.312500 Penalty: 4134.968262
	Iteration 49Q: 3 clusters Score -516246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -516251.437500 Penalty: 4134.968262
	Iteration 50Q: 3 clusters Score -516251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -516253.406250 Penalty: 4134.968262
	Iteration 51Q: 3 clusters Score -516253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -516257.437500 Penalty: 4134.968262
	Iteration 52Q: 3 clusters Score -516257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -516259.968750 Penalty: 4134.968262
	Iteration 53Q: 3 clusters Score -516260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -516261.906250 Penalty: 4134.968262
	Iteration 54Q: 3 clusters Score -516261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -516265.906250 Penalty: 4134.968262
	Iteration 55Q: 3 clusters Score -516265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -516269.406250 Penalty: 4134.968262
	Iteration 56Q: 3 clusters Score -516269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -516271.968750 Penalty: 4134.968262
	Iteration 57Q: 3 clusters Score -516272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -516273.312500 Penalty: 4134.968262
	Iteration 58Q: 3 clusters Score -516273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -516275.062500 Penalty: 4134.968262
	Iteration 59Q: 3 clusters Score -516275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -516275.062500 Penalty: 4134.968262
	Iteration 60F: 3 clusters Score -516275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Entering Unmasked Estep 
Score: -1540443.250000 Penalty: 2332.644531
	Iteration 0F: 2 clusters Score -1540443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1531400.625000 Penalty: 4665.289062
	Iteration 0F: 3 clusters Score -1531401 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1533999.250000 Penalty: 4665.289062
	Iteration 1F: 3 clusters Score -1533999 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1534318.250000 Penalty: 4665.289062
	Iteration 2F: 3 clusters Score -1534318 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1534556.625000 Penalty: 4665.289062
	Iteration 3F: 3 clusters Score -1534557 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1534772.375000 Penalty: 4665.289062
	Iteration 4Q: 3 clusters Score -1534772 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1534976.875000 Penalty: 4665.289062
	Iteration 5Q: 3 clusters Score -1534977 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1535188.500000 Penalty: 4665.289062
	Iteration 6Q: 3 clusters Score -1535188 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1535419.250000 Penalty: 4665.289062
	Iteration 7Q: 3 clusters Score -1535419 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1535663.250000 Penalty: 4665.289062
	Iteration 8Q: 3 clusters Score -1535663 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1535954.000000 Penalty: 4665.289062
	Iteration 9Q: 3 clusters Score -1535954 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1536270.125000 Penalty: 4665.289062
	Iteration 10Q: 3 clusters Score -1536270 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1536603.875000 Penalty: 4665.289062
	Iteration 11Q: 3 clusters Score -1536604 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1536941.875000 Penalty: 4665.289062
	Iteration 12Q: 3 clusters Score -1536942 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1537257.750000 Penalty: 4665.289062
	Iteration 13Q: 3 clusters Score -1537258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1537489.750000 Penalty: 4665.289062
	Iteration 14Q: 3 clusters Score -1537490 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1537709.250000 Penalty: 4665.289062
	Iteration 15Q: 3 clusters Score -1537709 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1537880.625000 Penalty: 4665.289062
	Iteration 16Q: 3 clusters Score -1537881 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1538003.375000 Penalty: 4665.289062
	Iteration 17Q: 3 clusters Score -1538003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1538080.375000 Penalty: 4665.289062
	Iteration 18Q: 3 clusters Score -1538080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1538149.500000 Penalty: 4665.289062
	Iteration 19Q: 3 clusters Score -1538150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1538219.125000 Penalty: 4665.289062
	Iteration 20F: 3 clusters Score -1538219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1538279.375000 Penalty: 4665.289062
	Iteration 21Q: 3 clusters Score -1538279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1538321.625000 Penalty: 4665.289062
	Iteration 22Q: 3 clusters Score -1538322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1538358.375000 Penalty: 4665.289062
	Iteration 23Q: 3 clusters Score -1538358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1538388.125000 Penalty: 4665.289062
	Iteration 24Q: 3 clusters Score -1538388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1538410.625000 Penalty: 4665.289062
	Iteration 25Q: 3 clusters Score -1538411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1538434.375000 Penalty: 4665.289062
	Iteration 26Q: 3 clusters Score -1538434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1538452.750000 Penalty: 4665.289062
	Iteration 27Q: 3 clusters Score -1538453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1538466.875000 Penalty: 4665.289062
	Iteration 28Q: 3 clusters Score -1538467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1538474.625000 Penalty: 4665.289062
	Iteration 29Q: 3 clusters Score -1538475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1538482.875000 Penalty: 4665.289062
	Iteration 30Q: 3 clusters Score -1538483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1538487.250000 Penalty: 4665.289062
	Iteration 31Q: 3 clusters Score -1538487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1538490.375000 Penalty: 4665.289062
	Iteration 32Q: 3 clusters Score -1538490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1538491.750000 Penalty: 4665.289062
	Iteration 33Q: 3 clusters Score -1538492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1538494.250000 Penalty: 4665.289062
	Iteration 34Q: 3 clusters Score -1538494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1538493.375000 Penalty: 4665.289062
	Iteration 35Q: 3 clusters Score -1538493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1538496.250000 Penalty: 4665.289062
	Iteration 36Q: 3 clusters Score -1538496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1538498.250000 Penalty: 4665.289062
	Iteration 37Q: 3 clusters Score -1538498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1538498.250000 Penalty: 4665.289062
	Iteration 38F: 3 clusters Score -1538498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -481294.687500 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -481294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -477539.093750 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -477539.1 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -478361.968750 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -478362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -478625.218750 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -478625.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -478853.562500 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -478853.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -479006.750000 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -479006.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -479125.000000 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -479125 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -479223.562500 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -479223.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -479332.406250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -479332.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -479416.687500 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -479416.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479488.687500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -479488.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -479552.250000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -479552.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -479621.750000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -479621.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -479677.281250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -479677.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -479727.312500 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -479727.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -479760.812500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -479760.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -479796.375000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -479796.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -479831.281250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -479831.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -479864.593750 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -479864.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -479900.218750 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -479900.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -479941.343750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -479941.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -479979.312500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -479979.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -480022.093750 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -480022.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -480066.281250 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -480066.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480121.031250 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -480121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -480166.375000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -480166.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -480219.781250 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -480219.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -480267.843750 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -480267.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -480300.343750 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -480300.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -480327.718750 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -480327.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -480347.156250 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -480347.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -480356.125000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -480356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -480361.531250 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -480361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -480364.406250 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -480364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -480367.625000 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -480367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -480369.843750 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -480369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -480371.062500 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -480371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -480372.281250 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -480372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -480373.343750 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -480373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -480373.281250 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -480373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -480374.687500 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -480374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -480374.687500 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -480374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Entering Unmasked Estep 
Score: -6822915.000000 Penalty: 2692.492432
	Iteration 0F: 2 clusters Score -6822915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -6788018.500000 Penalty: 5384.984863
	Iteration 0F: 3 clusters Score -6788018 nChanged 24126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -6801521.000000 Penalty: 5384.984863
	Iteration 1F: 3 clusters Score -6801521 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6802124.000000 Penalty: 5384.984863
	Iteration 2Q: 3 clusters Score -6802124 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6802830.000000 Penalty: 5384.984863
	Iteration 3Q: 3 clusters Score -6802830 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6803624.000000 Penalty: 5384.984863
	Iteration 4Q: 3 clusters Score -6803624 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -6804653.000000 Penalty: 5384.984863
	Iteration 5Q: 3 clusters Score -6804653 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6806028.500000 Penalty: 5384.984863
	Iteration 6F: 3 clusters Score -6806028 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6808004.500000 Penalty: 5384.984863
	Iteration 7F: 3 clusters Score -6808004 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -6810376.500000 Penalty: 5384.984863
	Iteration 8F: 3 clusters Score -6810376 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -6812916.500000 Penalty: 5384.984863
	Iteration 9F: 3 clusters Score -6812916 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -6815114.000000 Penalty: 5384.984863
	Iteration 10F: 3 clusters Score -6815114 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -6816774.500000 Penalty: 5384.984863
	Iteration 11Q: 3 clusters Score -6816774 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -6817860.000000 Penalty: 5384.984863
	Iteration 12Q: 3 clusters Score -6817860 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6818478.500000 Penalty: 5384.984863
	Iteration 13Q: 3 clusters Score -6818478 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6818926.000000 Penalty: 5384.984863
	Iteration 14Q: 3 clusters Score -6818926 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6819245.500000 Penalty: 5384.984863
	Iteration 15Q: 3 clusters Score -6819246 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -6819507.000000 Penalty: 5384.984863
	Iteration 16Q: 3 clusters Score -6819507 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6819701.500000 Penalty: 5384.984863
	Iteration 17Q: 3 clusters Score -6819702 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6819826.000000 Penalty: 5384.984863
	Iteration 18Q: 3 clusters Score -6819826 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6819929.000000 Penalty: 5384.984863
	Iteration 19Q: 3 clusters Score -6819929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6820004.000000 Penalty: 5384.984863
	Iteration 20F: 3 clusters Score -6820004 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6820081.500000 Penalty: 5384.984863
	Iteration 21Q: 3 clusters Score -6820082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6820155.500000 Penalty: 5384.984863
	Iteration 22Q: 3 clusters Score -6820156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6820208.500000 Penalty: 5384.984863
	Iteration 23Q: 3 clusters Score -6820208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6820256.500000 Penalty: 5384.984863
	Iteration 24Q: 3 clusters Score -6820256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6820308.000000 Penalty: 5384.984863
	Iteration 25Q: 3 clusters Score -6820308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6820329.000000 Penalty: 5384.984863
	Iteration 26Q: 3 clusters Score -6820329 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6820354.500000 Penalty: 5384.984863
	Iteration 27Q: 3 clusters Score -6820354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6820385.000000 Penalty: 5384.984863
	Iteration 28Q: 3 clusters Score -6820385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6820413.500000 Penalty: 5384.984863
	Iteration 29Q: 3 clusters Score -6820414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6820420.500000 Penalty: 5384.984863
	Iteration 30Q: 3 clusters Score -6820420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6820447.000000 Penalty: 5384.984863
	Iteration 31Q: 3 clusters Score -6820447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6820489.000000 Penalty: 5384.984863
	Iteration 32Q: 3 clusters Score -6820489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6820519.000000 Penalty: 5384.984863
	Iteration 33Q: 3 clusters Score -6820519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6820538.500000 Penalty: 5384.984863
	Iteration 34Q: 3 clusters Score -6820538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6820567.500000 Penalty: 5384.984863
	Iteration 35Q: 3 clusters Score -6820568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6820563.500000 Penalty: 5384.984863
	Iteration 36Q: 3 clusters Score -6820564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6820568.500000 Penalty: 5384.984863
	Iteration 37Q: 3 clusters Score -6820568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6820571.500000 Penalty: 5384.984863
	Iteration 38Q: 3 clusters Score -6820572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6820579.000000 Penalty: 5384.984863
	Iteration 39Q: 3 clusters Score -6820579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6820596.000000 Penalty: 5384.984863
	Iteration 40F: 3 clusters Score -6820596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6820604.000000 Penalty: 5384.984863
	Iteration 41Q: 3 clusters Score -6820604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6820614.000000 Penalty: 5384.984863
	Iteration 42Q: 3 clusters Score -6820614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6820628.000000 Penalty: 5384.984863
	Iteration 43Q: 3 clusters Score -6820628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6820633.000000 Penalty: 5384.984863
	Iteration 44Q: 3 clusters Score -6820633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6820636.000000 Penalty: 5384.984863
	Iteration 45Q: 3 clusters Score -6820636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6820638.000000 Penalty: 5384.984863
	Iteration 46Q: 3 clusters Score -6820638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6820652.000000 Penalty: 5384.984863
	Iteration 47Q: 3 clusters Score -6820652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6820654.000000 Penalty: 5384.984863
	Iteration 48Q: 3 clusters Score -6820654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6820656.000000 Penalty: 5384.984863
	Iteration 49Q: 3 clusters Score -6820656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6820660.000000 Penalty: 5384.984863
	Iteration 50Q: 3 clusters Score -6820660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6820665.000000 Penalty: 5384.984863
	Iteration 51Q: 3 clusters Score -6820665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6820661.000000 Penalty: 5384.984863
	Iteration 52Q: 3 clusters Score -6820661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6820677.500000 Penalty: 5384.984863
	Iteration 53Q: 3 clusters Score -6820678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6820686.500000 Penalty: 5384.984863
	Iteration 54Q: 3 clusters Score -6820686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6820683.500000 Penalty: 5384.984863
	Iteration 55Q: 3 clusters Score -6820684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6820686.500000 Penalty: 5384.984863
	Iteration 56Q: 3 clusters Score -6820686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6820686.500000 Penalty: 5384.984863
	Iteration 57Q: 3 clusters Score -6820686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6820689.500000 Penalty: 5384.984863
	Iteration 58Q: 3 clusters Score -6820690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6820698.000000 Penalty: 5384.984863
	Iteration 59Q: 3 clusters Score -6820698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6820700.000000 Penalty: 5384.984863
	Iteration 60F: 3 clusters Score -6820700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6820694.000000 Penalty: 5384.984863
	Iteration 61Q: 3 clusters Score -6820694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6820696.000000 Penalty: 5384.984863
	Iteration 62Q: 3 clusters Score -6820696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6820699.500000 Penalty: 5384.984863
	Iteration 63Q: 3 clusters Score -6820700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6820697.000000 Penalty: 5384.984863
	Iteration 64Q: 3 clusters Score -6820697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6820693.500000 Penalty: 5384.984863
	Iteration 65Q: 3 clusters Score -6820694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6820697.000000 Penalty: 5384.984863
	Iteration 66Q: 3 clusters Score -6820697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6820706.500000 Penalty: 5384.984863
	Iteration 67Q: 3 clusters Score -6820706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6820704.500000 Penalty: 5384.984863
	Iteration 68Q: 3 clusters Score -6820704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6820703.000000 Penalty: 5384.984863
	Iteration 69Q: 3 clusters Score -6820703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6820705.500000 Penalty: 5384.984863
	Iteration 70Q: 3 clusters Score -6820706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6820713.000000 Penalty: 5384.984863
	Iteration 71Q: 3 clusters Score -6820713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6820712.500000 Penalty: 5384.984863
	Iteration 72Q: 3 clusters Score -6820712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6820712.500000 Penalty: 5384.984863
	Iteration 73F: 3 clusters Score -6820712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Entering Unmasked Estep 
Score: -2124377.500000 Penalty: 2414.780762
	Iteration 0F: 2 clusters Score -2124378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2112273.250000 Penalty: 4829.561523
	Iteration 0F: 3 clusters Score -2112273 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2116162.250000 Penalty: 4829.561523
	Iteration 1F: 3 clusters Score -2116162 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2116555.750000 Penalty: 4829.561523
	Iteration 2F: 3 clusters Score -2116556 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2116908.250000 Penalty: 4829.561523
	Iteration 3F: 3 clusters Score -2116908 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2117187.500000 Penalty: 4829.561523
	Iteration 4Q: 3 clusters Score -2117188 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2117464.500000 Penalty: 4829.561523
	Iteration 5Q: 3 clusters Score -2117464 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2117791.000000 Penalty: 4829.561523
	Iteration 6Q: 3 clusters Score -2117791 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2118182.250000 Penalty: 4829.561523
	Iteration 7Q: 3 clusters Score -2118182 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2118626.500000 Penalty: 4829.561523
	Iteration 8Q: 3 clusters Score -2118626 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2119078.750000 Penalty: 4829.561523
	Iteration 9Q: 3 clusters Score -2119079 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2119496.250000 Penalty: 4829.561523
	Iteration 10Q: 3 clusters Score -2119496 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2119902.750000 Penalty: 4829.561523
	Iteration 11Q: 3 clusters Score -2119903 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2120304.500000 Penalty: 4829.561523
	Iteration 12Q: 3 clusters Score -2120304 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2120723.750000 Penalty: 4829.561523
	Iteration 13Q: 3 clusters Score -2120724 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2121137.000000 Penalty: 4829.561523
	Iteration 14Q: 3 clusters Score -2121137 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2121488.000000 Penalty: 4829.561523
	Iteration 15Q: 3 clusters Score -2121488 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2121744.500000 Penalty: 4829.561523
	Iteration 16Q: 3 clusters Score -2121744 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2121932.750000 Penalty: 4829.561523
	Iteration 17Q: 3 clusters Score -2121933 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2122074.250000 Penalty: 4829.561523
	Iteration 18Q: 3 clusters Score -2122074 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2122194.000000 Penalty: 4829.561523
	Iteration 19Q: 3 clusters Score -2122194 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2122305.500000 Penalty: 4829.561523
	Iteration 20F: 3 clusters Score -2122306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2122428.000000 Penalty: 4829.561523
	Iteration 21Q: 3 clusters Score -2122428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2122552.250000 Penalty: 4829.561523
	Iteration 22Q: 3 clusters Score -2122552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2122689.750000 Penalty: 4829.561523
	Iteration 23Q: 3 clusters Score -2122690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2122859.000000 Penalty: 4829.561523
	Iteration 24Q: 3 clusters Score -2122859 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2122989.750000 Penalty: 4829.561523
	Iteration 25Q: 3 clusters Score -2122990 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2123103.750000 Penalty: 4829.561523
	Iteration 26Q: 3 clusters Score -2123104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2123261.500000 Penalty: 4829.561523
	Iteration 27Q: 3 clusters Score -2123262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2123444.000000 Penalty: 4829.561523
	Iteration 28Q: 3 clusters Score -2123444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2123694.250000 Penalty: 4829.561523
	Iteration 29Q: 3 clusters Score -2123694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2123871.500000 Penalty: 4829.561523
	Iteration 30Q: 3 clusters Score -2123872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2123924.000000 Penalty: 4829.561523
	Iteration 31Q: 3 clusters Score -2123924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2123938.250000 Penalty: 4829.561523
	Iteration 32Q: 3 clusters Score -2123938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2123946.500000 Penalty: 4829.561523
	Iteration 33Q: 3 clusters Score -2123946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2123947.500000 Penalty: 4829.561523
	Iteration 34Q: 3 clusters Score -2123948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2123954.750000 Penalty: 4829.561523
	Iteration 35Q: 3 clusters Score -2123955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2123957.500000 Penalty: 4829.561523
	Iteration 36Q: 3 clusters Score -2123958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2123957.500000 Penalty: 4829.561523
	Iteration 37Q: 3 clusters Score -2123958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2123956.000000 Penalty: 4829.561523
	Iteration 38Q: 3 clusters Score -2123956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2123957.250000 Penalty: 4829.561523
	Iteration 39Q: 3 clusters Score -2123957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2123958.000000 Penalty: 4829.561523
	Iteration 40F: 3 clusters Score -2123958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2123961.000000 Penalty: 4829.561523
	Iteration 41Q: 3 clusters Score -2123961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2123961.000000 Penalty: 4829.561523
	Iteration 42F: 3 clusters Score -2123961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -976338.000000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -976338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -969250.312500 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -969250.3 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -971552.875000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -971552.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -972220.625000 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -972220.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -972891.437500 Penalty: 4517.226074
	Iteration 3F: 3 clusters Score -972891.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -973544.500000 Penalty: 4517.226074
	Iteration 4F: 3 clusters Score -973544.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -974076.375000 Penalty: 4517.226074
	Iteration 5F: 3 clusters Score -974076.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -974577.750000 Penalty: 4517.226074
	Iteration 6F: 3 clusters Score -974577.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -975003.250000 Penalty: 4517.226074
	Iteration 7F: 3 clusters Score -975003.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -975312.000000 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -975312 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -975515.312500 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -975515.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -975643.500000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -975643.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -975726.875000 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -975726.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -975787.250000 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -975787.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -975844.062500 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -975844.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -975885.625000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -975885.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -975914.250000 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -975914.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -975943.375000 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -975943.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -975969.937500 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -975969.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -975988.562500 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -975988.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -975996.562500 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -975996.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -976007.125000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -976007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -976015.937500 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -976015.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -976025.625000 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -976025.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -976035.062500 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -976035.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -976039.125000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -976039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -976042.000000 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -976042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -976044.875000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -976044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -976049.187500 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -976049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -976051.500000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -976051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -976057.125000 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -976057.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -976058.812500 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -976058.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -976063.375000 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -976063.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -976068.125000 Penalty: 4517.226074
	Iteration 32Q: 3 clusters Score -976068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -976068.437500 Penalty: 4517.226074
	Iteration 33Q: 3 clusters Score -976068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -976067.937500 Penalty: 4517.226074
	Iteration 34Q: 3 clusters Score -976067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -976071.750000 Penalty: 4517.226074
	Iteration 35Q: 3 clusters Score -976071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -976071.000000 Penalty: 4517.226074
	Iteration 36Q: 3 clusters Score -976071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -976071.625000 Penalty: 4517.226074
	Iteration 37Q: 3 clusters Score -976071.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -976075.750000 Penalty: 4517.226074
	Iteration 38Q: 3 clusters Score -976075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -976077.812500 Penalty: 4517.226074
	Iteration 39Q: 3 clusters Score -976077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -976077.687500 Penalty: 4517.226074
	Iteration 40F: 3 clusters Score -976077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -976077.000000 Penalty: 4517.226074
	Iteration 41Q: 3 clusters Score -976077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -976080.000000 Penalty: 4517.226074
	Iteration 42Q: 3 clusters Score -976080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -976078.500000 Penalty: 4517.226074
	Iteration 43Q: 3 clusters Score -976078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -976078.500000 Penalty: 4517.226074
	Iteration 44F: 3 clusters Score -976078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (342659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342659 members 
Entering Unmasked Estep 
Score: -44396916.000000 Penalty: 3160.633789
	Iteration 0F: 2 clusters Score -4.439692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -44192344.000000 Penalty: 6321.267578
	Iteration 0F: 3 clusters Score -4.419234e+07 nChanged 166321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Mstep: Class 2 contains 170554 members 
Entering Unmasked Estep 
Score: -44290500.000000 Penalty: 6321.267578
	Iteration 1F: 3 clusters Score -4.42905e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -44291268.000000 Penalty: 6321.267578
	Iteration 2Q: 3 clusters Score -4.429127e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -44292192.000000 Penalty: 6321.267578
	Iteration 3Q: 3 clusters Score -4.429219e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 165439 members 
Entering Unmasked Estep 
Score: -44293140.000000 Penalty: 6321.267578
	Iteration 4Q: 3 clusters Score -4.429314e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -44294832.000000 Penalty: 6321.267578
	Iteration 5Q: 3 clusters Score -4.429483e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187382 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -44297164.000000 Penalty: 6321.267578
	Iteration 6Q: 3 clusters Score -4.429716e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196265 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -44301044.000000 Penalty: 6321.267578
	Iteration 7Q: 3 clusters Score -4.430104e+07 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208392 members 
Mstep: Class 2 contains 134267 members 
Entering Unmasked Estep 
Score: -44306756.000000 Penalty: 6321.267578
	Iteration 8Q: 3 clusters Score -4.430676e+07 nChanged 18786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223112 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -44314232.000000 Penalty: 6321.267578
	Iteration 9F: 3 clusters Score -4.431423e+07 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238286 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -44324220.000000 Penalty: 6321.267578
	Iteration 10F: 3 clusters Score -4.432422e+07 nChanged 20522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250858 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -44336100.000000 Penalty: 6321.267578
	Iteration 11F: 3 clusters Score -4.43361e+07 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258331 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -44347128.000000 Penalty: 6321.267578
	Iteration 12F: 3 clusters Score -4.434713e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260717 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -44354492.000000 Penalty: 6321.267578
	Iteration 13Q: 3 clusters Score -4.435449e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260725 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -44357848.000000 Penalty: 6321.267578
	Iteration 14Q: 3 clusters Score -4.435785e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260125 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -44358356.000000 Penalty: 6321.267578
	Iteration 15Q: 3 clusters Score -4.435836e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259460 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -44358288.000000 Penalty: 6321.267578
	Iteration 16Q: 3 clusters Score -4.435829e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258646 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -44358036.000000 Penalty: 6321.267578
	Iteration 17Q: 3 clusters Score -4.435804e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257705 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -44357624.000000 Penalty: 6321.267578
	Iteration 18Q: 3 clusters Score -4.435762e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256635 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -44357496.000000 Penalty: 6321.267578
	Iteration 19Q: 3 clusters Score -4.43575e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255443 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -44357144.000000 Penalty: 6321.267578
	Iteration 20F: 3 clusters Score -4.435714e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254033 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -44356868.000000 Penalty: 6321.267578
	Iteration 21Q: 3 clusters Score -4.435687e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252494 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -44356744.000000 Penalty: 6321.267578
	Iteration 22Q: 3 clusters Score -4.435674e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250763 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -44356580.000000 Penalty: 6321.267578
	Iteration 23Q: 3 clusters Score -4.435658e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248968 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -44356428.000000 Penalty: 6321.267578
	Iteration 24Q: 3 clusters Score -4.435643e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247100 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -44355936.000000 Penalty: 6321.267578
	Iteration 25Q: 3 clusters Score -4.435594e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244935 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -44355660.000000 Penalty: 6321.267578
	Iteration 26Q: 3 clusters Score -4.435566e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242535 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -44355260.000000 Penalty: 6321.267578
	Iteration 27Q: 3 clusters Score -4.435526e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239997 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -44355112.000000 Penalty: 6321.267578
	Iteration 28Q: 3 clusters Score -4.435511e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237271 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -44354836.000000 Penalty: 6321.267578
	Iteration 29Q: 3 clusters Score -4.435484e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234265 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -44354556.000000 Penalty: 6321.267578
	Iteration 30Q: 3 clusters Score -4.435456e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230993 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -44354484.000000 Penalty: 6321.267578
	Iteration 31Q: 3 clusters Score -4.435448e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227580 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -44354720.000000 Penalty: 6321.267578
	Iteration 32Q: 3 clusters Score -4.435472e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224257 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -44355000.000000 Penalty: 6321.267578
	Iteration 33Q: 3 clusters Score -4.4355e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220964 members 
Mstep: Class 2 contains 121695 members 
Entering Unmasked Estep 
Score: -44355160.000000 Penalty: 6321.267578
	Iteration 34Q: 3 clusters Score -4.435516e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217598 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -44355232.000000 Penalty: 6321.267578
	Iteration 35Q: 3 clusters Score -4.435523e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214393 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -44355508.000000 Penalty: 6321.267578
	Iteration 36Q: 3 clusters Score -4.435551e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211203 members 
Mstep: Class 2 contains 131456 members 
Entering Unmasked Estep 
Score: -44355828.000000 Penalty: 6321.267578
	Iteration 37Q: 3 clusters Score -4.435583e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208253 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -44356068.000000 Penalty: 6321.267578
	Iteration 38Q: 3 clusters Score -4.435607e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205542 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -44356464.000000 Penalty: 6321.267578
	Iteration 39Q: 3 clusters Score -4.435646e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203017 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -44356600.000000 Penalty: 6321.267578
	Iteration 40F: 3 clusters Score -4.43566e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -44356656.000000 Penalty: 6321.267578
	Iteration 41Q: 3 clusters Score -4.435666e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198295 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -44356636.000000 Penalty: 6321.267578
	Iteration 42Q: 3 clusters Score -4.435664e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196113 members 
Mstep: Class 2 contains 146546 members 
Entering Unmasked Estep 
Score: -44356812.000000 Penalty: 6321.267578
	Iteration 43Q: 3 clusters Score -4.435681e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194046 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -44356784.000000 Penalty: 6321.267578
	Iteration 44Q: 3 clusters Score -4.435678e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192156 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -44356856.000000 Penalty: 6321.267578
	Iteration 45Q: 3 clusters Score -4.435686e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190326 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -44356952.000000 Penalty: 6321.267578
	Iteration 46Q: 3 clusters Score -4.435695e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188587 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -44357196.000000 Penalty: 6321.267578
	Iteration 47Q: 3 clusters Score -4.43572e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187099 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -44357160.000000 Penalty: 6321.267578
	Iteration 48Q: 3 clusters Score -4.435716e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185656 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -44357332.000000 Penalty: 6321.267578
	Iteration 49Q: 3 clusters Score -4.435733e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 158315 members 
Entering Unmasked Estep 
Score: -44357328.000000 Penalty: 6321.267578
	Iteration 50Q: 3 clusters Score -4.435733e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -44357420.000000 Penalty: 6321.267578
	Iteration 51Q: 3 clusters Score -4.435742e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181969 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -44357400.000000 Penalty: 6321.267578
	Iteration 52Q: 3 clusters Score -4.43574e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -44357376.000000 Penalty: 6321.267578
	Iteration 53Q: 3 clusters Score -4.435738e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179954 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -44357340.000000 Penalty: 6321.267578
	Iteration 54Q: 3 clusters Score -4.435734e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -44357344.000000 Penalty: 6321.267578
	Iteration 55Q: 3 clusters Score -4.435734e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178201 members 
Mstep: Class 2 contains 164458 members 
Entering Unmasked Estep 
Score: -44357404.000000 Penalty: 6321.267578
	Iteration 56Q: 3 clusters Score -4.43574e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -44357356.000000 Penalty: 6321.267578
	Iteration 57Q: 3 clusters Score -4.435736e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176763 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -44357308.000000 Penalty: 6321.267578
	Iteration 58Q: 3 clusters Score -4.435731e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176056 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -44357560.000000 Penalty: 6321.267578
	Iteration 59Q: 3 clusters Score -4.435756e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 167323 members 
Entering Unmasked Estep 
Score: -44357560.000000 Penalty: 6321.267578
	Iteration 60F: 3 clusters Score -4.435756e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -44357620.000000 Penalty: 6321.267578
	Iteration 61Q: 3 clusters Score -4.435762e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 168785 members 
Entering Unmasked Estep 
Score: -44357704.000000 Penalty: 6321.267578
	Iteration 62Q: 3 clusters Score -4.43577e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -44357768.000000 Penalty: 6321.267578
	Iteration 63Q: 3 clusters Score -4.435777e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -44357700.000000 Penalty: 6321.267578
	Iteration 64Q: 3 clusters Score -4.43577e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 171341 members 
Entering Unmasked Estep 
Score: -44357568.000000 Penalty: 6321.267578
	Iteration 65Q: 3 clusters Score -4.435757e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -44357608.000000 Penalty: 6321.267578
	Iteration 66Q: 3 clusters Score -4.435761e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -44357564.000000 Penalty: 6321.267578
	Iteration 67Q: 3 clusters Score -4.435756e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -44357588.000000 Penalty: 6321.267578
	Iteration 68Q: 3 clusters Score -4.435759e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -44357688.000000 Penalty: 6321.267578
	Iteration 69Q: 3 clusters Score -4.435769e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165670 members 
Mstep: Class 2 contains 176989 members 
Entering Unmasked Estep 
Score: -44357704.000000 Penalty: 6321.267578
	Iteration 70Q: 3 clusters Score -4.43577e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164062 members 
Mstep: Class 2 contains 178597 members 
Entering Unmasked Estep 
Score: -44357772.000000 Penalty: 6321.267578
	Iteration 71Q: 3 clusters Score -4.435777e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 180647 members 
Entering Unmasked Estep 
Score: -44358080.000000 Penalty: 6321.267578
	Iteration 72Q: 3 clusters Score -4.435808e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 183131 members 
Entering Unmasked Estep 
Score: -44358256.000000 Penalty: 6321.267578
	Iteration 73Q: 3 clusters Score -4.435826e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 186316 members 
Entering Unmasked Estep 
Score: -44358412.000000 Penalty: 6321.267578
	Iteration 74Q: 3 clusters Score -4.435841e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 190453 members 
Entering Unmasked Estep 
Score: -44358404.000000 Penalty: 6321.267578
	Iteration 75Q: 3 clusters Score -4.43584e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 195667 members 
Entering Unmasked Estep 
Score: -44358828.000000 Penalty: 6321.267578
	Iteration 76Q: 3 clusters Score -4.435883e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 202254 members 
Entering Unmasked Estep 
Score: -44359356.000000 Penalty: 6321.267578
	Iteration 77Q: 3 clusters Score -4.435936e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 210707 members 
Entering Unmasked Estep 
Score: -44359992.000000 Penalty: 6321.267578
	Iteration 78Q: 3 clusters Score -4.435999e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 221291 members 
Entering Unmasked Estep 
Score: -44360740.000000 Penalty: 6321.267578
	Iteration 79Q: 3 clusters Score -4.436074e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 234719 members 
Entering Unmasked Estep 
Score: -44361612.000000 Penalty: 6321.267578
	Iteration 80F: 3 clusters Score -4.436161e+07 nChanged 16001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 250720 members 
Entering Unmasked Estep 
Score: -44363884.000000 Penalty: 6321.267578
	Iteration 81Q: 3 clusters Score -4.436388e+07 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 268561 members 
Entering Unmasked Estep 
Score: -44367924.000000 Penalty: 6321.267578
	Iteration 82F: 3 clusters Score -4.436792e+07 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 287259 members 
Entering Unmasked Estep 
Score: -44374132.000000 Penalty: 6321.267578
	Iteration 83F: 3 clusters Score -4.437413e+07 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 305614 members 
Entering Unmasked Estep 
Score: -44380188.000000 Penalty: 6321.267578
	Iteration 84F: 3 clusters Score -4.438019e+07 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 321755 members 
Entering Unmasked Estep 
Score: -44386276.000000 Penalty: 6321.267578
	Iteration 85Q: 3 clusters Score -4.438628e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 332844 members 
Entering Unmasked Estep 
Score: -44390888.000000 Penalty: 6321.267578
	Iteration 86Q: 3 clusters Score -4.439089e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 338511 members 
Entering Unmasked Estep 
Score: -44392896.000000 Penalty: 6321.267578
	Iteration 87Q: 3 clusters Score -4.43929e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 340898 members 
Entering Unmasked Estep 
Score: -44393488.000000 Penalty: 6321.267578
	Iteration 88Q: 3 clusters Score -4.439349e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 341757 members 
Entering Unmasked Estep 
Score: -44393904.000000 Penalty: 6321.267578
	Iteration 89Q: 3 clusters Score -4.43939e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 342053 members 
Entering Unmasked Estep 
Score: -44394060.000000 Penalty: 6321.267578
	Iteration 90Q: 3 clusters Score -4.439406e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 342179 members 
Entering Unmasked Estep 
Score: -44394084.000000 Penalty: 6321.267578
	Iteration 91Q: 3 clusters Score -4.439408e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 342249 members 
Entering Unmasked Estep 
Score: -44394128.000000 Penalty: 6321.267578
	Iteration 92Q: 3 clusters Score -4.439413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 342282 members 
Entering Unmasked Estep 
Score: -44394164.000000 Penalty: 6321.267578
	Iteration 93Q: 3 clusters Score -4.439416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 342303 members 
Entering Unmasked Estep 
Score: -44394208.000000 Penalty: 6321.267578
	Iteration 94Q: 3 clusters Score -4.439421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 342319 members 
Entering Unmasked Estep 
Score: -44394228.000000 Penalty: 6321.267578
	Iteration 95Q: 3 clusters Score -4.439423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 342332 members 
Entering Unmasked Estep 
Score: -44394228.000000 Penalty: 6321.267578
	Iteration 96Q: 3 clusters Score -4.439423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 342335 members 
Entering Unmasked Estep 
Score: -44394244.000000 Penalty: 6321.267578
	Iteration 97Q: 3 clusters Score -4.439424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342337 members 
Entering Unmasked Estep 
Score: -44394264.000000 Penalty: 6321.267578
	Iteration 98Q: 3 clusters Score -4.439426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 342338 members 
Entering Unmasked Estep 
Score: -44394276.000000 Penalty: 6321.267578
	Iteration 99Q: 3 clusters Score -4.439428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342344 members 
Entering Unmasked Estep 
Score: -44394276.000000 Penalty: 6321.267578
	Iteration 100F: 3 clusters Score -4.439428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342347 members 
Entering Unmasked Estep 
Score: -44394280.000000 Penalty: 6321.267578
	Iteration 101Q: 3 clusters Score -4.439428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 342349 members 
Entering Unmasked Estep 
Score: -44394284.000000 Penalty: 6321.267578
	Iteration 102Q: 3 clusters Score -4.439428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342350 members 
Entering Unmasked Estep 
Score: -44394272.000000 Penalty: 6321.267578
	Iteration 103Q: 3 clusters Score -4.439427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 342349 members 
Entering Unmasked Estep 
Score: -44394284.000000 Penalty: 6321.267578
	Iteration 104Q: 3 clusters Score -4.439428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 342349 members 
Entering Unmasked Estep 
Score: -44394284.000000 Penalty: 6321.267578
	Iteration 105F: 3 clusters Score -4.439428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -5621800.500000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -5621800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5592082.500000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -5592082 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -5603129.000000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -5603129 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5603678.000000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -5603678 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -5604214.000000 Penalty: 5305.038574
	Iteration 3Q: 3 clusters Score -5604214 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5605050.000000 Penalty: 5305.038574
	Iteration 4Q: 3 clusters Score -5605050 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5606184.500000 Penalty: 5305.038574
	Iteration 5F: 3 clusters Score -5606184 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5607968.000000 Penalty: 5305.038574
	Iteration 6F: 3 clusters Score -5607968 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5610337.500000 Penalty: 5305.038574
	Iteration 7F: 3 clusters Score -5610338 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -5613015.000000 Penalty: 5305.038574
	Iteration 8F: 3 clusters Score -5613015 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5615451.500000 Penalty: 5305.038574
	Iteration 9F: 3 clusters Score -5615452 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5617500.500000 Penalty: 5305.038574
	Iteration 10Q: 3 clusters Score -5617500 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5618964.500000 Penalty: 5305.038574
	Iteration 11Q: 3 clusters Score -5618964 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5619624.500000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -5619624 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5619853.500000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -5619854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5619932.500000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -5619932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5619976.000000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -5619976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5619992.000000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -5619992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5619999.000000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -5619999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5620012.000000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -5620012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5620011.000000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -5620011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5620022.000000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -5620022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5620019.500000 Penalty: 5305.038574
	Iteration 21Q: 3 clusters Score -5620020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5620022.500000 Penalty: 5305.038574
	Iteration 22Q: 3 clusters Score -5620022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5620024.000000 Penalty: 5305.038574
	Iteration 23Q: 3 clusters Score -5620024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5620024.000000 Penalty: 5305.038574
	Iteration 24F: 3 clusters Score -5620024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -214060.000000 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -214060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211583.968750 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -211584 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -211979.828125 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -211979.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -212082.906250 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -212082.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -212161.671875 Penalty: 3703.248779
	Iteration 3Q: 3 clusters Score -212161.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -212217.062500 Penalty: 3703.248779
	Iteration 4Q: 3 clusters Score -212217.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212263.968750 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -212264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212303.703125 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -212303.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212334.015625 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -212334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -212369.296875 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -212369.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212395.046875 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -212395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212419.250000 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -212419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212437.937500 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -212437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212448.687500 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -212448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -212457.734375 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -212457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -212461.531250 Penalty: 3703.248779
	Iteration 14Q: 3 clusters Score -212461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -212464.203125 Penalty: 3703.248779
	Iteration 15Q: 3 clusters Score -212464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -212470.281250 Penalty: 3703.248779
	Iteration 16Q: 3 clusters Score -212470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212474.609375 Penalty: 3703.248779
	Iteration 17Q: 3 clusters Score -212474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -212481.125000 Penalty: 3703.248779
	Iteration 18Q: 3 clusters Score -212481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212482.656250 Penalty: 3703.248779
	Iteration 19Q: 3 clusters Score -212482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -212482.968750 Penalty: 3703.248779
	Iteration 20F: 3 clusters Score -212483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -212483.437500 Penalty: 3703.248779
	Iteration 21Q: 3 clusters Score -212483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -212483.437500 Penalty: 3703.248779
	Iteration 22F: 3 clusters Score -212483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Entering Unmasked Estep 
Score: -1604914.125000 Penalty: 2352.960938
	Iteration 0F: 2 clusters Score -1604914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1595211.375000 Penalty: 4705.921875
	Iteration 0F: 3 clusters Score -1595211 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1598694.875000 Penalty: 4705.921875
	Iteration 1F: 3 clusters Score -1598695 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1599506.875000 Penalty: 4705.921875
	Iteration 2F: 3 clusters Score -1599507 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1600323.750000 Penalty: 4705.921875
	Iteration 3F: 3 clusters Score -1600324 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1600985.500000 Penalty: 4705.921875
	Iteration 4F: 3 clusters Score -1600986 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1601442.500000 Penalty: 4705.921875
	Iteration 5F: 3 clusters Score -1601442 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1601758.000000 Penalty: 4705.921875
	Iteration 6Q: 3 clusters Score -1601758 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1601929.375000 Penalty: 4705.921875
	Iteration 7Q: 3 clusters Score -1601929 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1602035.875000 Penalty: 4705.921875
	Iteration 8Q: 3 clusters Score -1602036 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1602120.125000 Penalty: 4705.921875
	Iteration 9Q: 3 clusters Score -1602120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1602172.625000 Penalty: 4705.921875
	Iteration 10Q: 3 clusters Score -1602173 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1602211.375000 Penalty: 4705.921875
	Iteration 11Q: 3 clusters Score -1602211 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1602244.500000 Penalty: 4705.921875
	Iteration 12Q: 3 clusters Score -1602244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1602288.375000 Penalty: 4705.921875
	Iteration 13Q: 3 clusters Score -1602288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1602335.000000 Penalty: 4705.921875
	Iteration 14Q: 3 clusters Score -1602335 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1602382.875000 Penalty: 4705.921875
	Iteration 15Q: 3 clusters Score -1602383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1602422.750000 Penalty: 4705.921875
	Iteration 16Q: 3 clusters Score -1602423 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1602466.500000 Penalty: 4705.921875
	Iteration 17Q: 3 clusters Score -1602466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1602503.875000 Penalty: 4705.921875
	Iteration 18Q: 3 clusters Score -1602504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1602541.375000 Penalty: 4705.921875
	Iteration 19Q: 3 clusters Score -1602541 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1602572.500000 Penalty: 4705.921875
	Iteration 20F: 3 clusters Score -1602572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1602604.250000 Penalty: 4705.921875
	Iteration 21Q: 3 clusters Score -1602604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1602644.250000 Penalty: 4705.921875
	Iteration 22Q: 3 clusters Score -1602644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1602687.625000 Penalty: 4705.921875
	Iteration 23Q: 3 clusters Score -1602688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1602749.875000 Penalty: 4705.921875
	Iteration 24Q: 3 clusters Score -1602750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1602811.625000 Penalty: 4705.921875
	Iteration 25Q: 3 clusters Score -1602812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1602877.500000 Penalty: 4705.921875
	Iteration 26Q: 3 clusters Score -1602878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1602936.500000 Penalty: 4705.921875
	Iteration 27Q: 3 clusters Score -1602936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1602992.000000 Penalty: 4705.921875
	Iteration 28Q: 3 clusters Score -1602992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1603054.500000 Penalty: 4705.921875
	Iteration 29Q: 3 clusters Score -1603054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1603099.250000 Penalty: 4705.921875
	Iteration 30Q: 3 clusters Score -1603099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1603155.375000 Penalty: 4705.921875
	Iteration 31Q: 3 clusters Score -1603155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1603185.375000 Penalty: 4705.921875
	Iteration 32Q: 3 clusters Score -1603185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1603204.000000 Penalty: 4705.921875
	Iteration 33Q: 3 clusters Score -1603204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1603214.875000 Penalty: 4705.921875
	Iteration 34Q: 3 clusters Score -1603215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1603225.000000 Penalty: 4705.921875
	Iteration 35Q: 3 clusters Score -1603225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1603238.625000 Penalty: 4705.921875
	Iteration 36Q: 3 clusters Score -1603239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1603247.375000 Penalty: 4705.921875
	Iteration 37Q: 3 clusters Score -1603247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1603252.250000 Penalty: 4705.921875
	Iteration 38Q: 3 clusters Score -1603252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1603262.750000 Penalty: 4705.921875
	Iteration 39Q: 3 clusters Score -1603263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1603269.125000 Penalty: 4705.921875
	Iteration 40F: 3 clusters Score -1603269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1603270.375000 Penalty: 4705.921875
	Iteration 41Q: 3 clusters Score -1603270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1603273.625000 Penalty: 4705.921875
	Iteration 42Q: 3 clusters Score -1603274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1603275.125000 Penalty: 4705.921875
	Iteration 43Q: 3 clusters Score -1603275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1603278.250000 Penalty: 4705.921875
	Iteration 44Q: 3 clusters Score -1603278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1603277.250000 Penalty: 4705.921875
	Iteration 45Q: 3 clusters Score -1603277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1603280.875000 Penalty: 4705.921875
	Iteration 46Q: 3 clusters Score -1603281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1603280.500000 Penalty: 4705.921875
	Iteration 47Q: 3 clusters Score -1603280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1603283.125000 Penalty: 4705.921875
	Iteration 48Q: 3 clusters Score -1603283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1603286.125000 Penalty: 4705.921875
	Iteration 49Q: 3 clusters Score -1603286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1603284.375000 Penalty: 4705.921875
	Iteration 50Q: 3 clusters Score -1603284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1603285.000000 Penalty: 4705.921875
	Iteration 51Q: 3 clusters Score -1603285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1603287.000000 Penalty: 4705.921875
	Iteration 52Q: 3 clusters Score -1603287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1603288.625000 Penalty: 4705.921875
	Iteration 53Q: 3 clusters Score -1603289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1603289.125000 Penalty: 4705.921875
	Iteration 54Q: 3 clusters Score -1603289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1603288.250000 Penalty: 4705.921875
	Iteration 55Q: 3 clusters Score -1603288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1603287.000000 Penalty: 4705.921875
	Iteration 56Q: 3 clusters Score -1603287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1603287.625000 Penalty: 4705.921875
	Iteration 57Q: 3 clusters Score -1603288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1603289.375000 Penalty: 4705.921875
	Iteration 58Q: 3 clusters Score -1603289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1603289.375000 Penalty: 4705.921875
	Iteration 59F: 3 clusters Score -1603289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -136951.093750 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -136951.1 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 622 members 
Entering Unmasked Estep 
Score: -135163.765625 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -135163.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136806.078125 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -136806.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138041.156250 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -138041.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138592.906250 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -138592.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138835.500000 Penalty: 3550.623047
	Iteration 4Q: 3 clusters Score -138835.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138953.234375 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -138953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138991.828125 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -138991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139011.453125 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -139011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139012.781250 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -139012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139016.093750 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -139016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139016.093750 Penalty: 3550.623047
	Iteration 10F: 3 clusters Score -139016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 51682 members 
Mstep: Class 10 contains 58033 members 
Mstep: Class 11 contains 14898 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 12159 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 9021 members 
Mstep: Class 21 contains 342659 members 
Mstep: Class 22 contains 44163 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 14162 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 35207 members 
Mstep: Class 30 contains 2634 members 
Mstep: Class 31 contains 3945 members 
Entering Unmasked Estep 
Score: -104942760.000000 Penalty: 104869.828125
Splitting cluster 25 changes total score from -104942184.000000 to -104942760.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 26 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1869531.000000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1869531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1859195.125000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1859195 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1862325.000000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1862325 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1862631.875000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1862632 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1862884.250000 Penalty: 4740.925293
	Iteration 3Q: 3 clusters Score -1862884 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1863082.000000 Penalty: 4740.925293
	Iteration 4Q: 3 clusters Score -1863082 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1863275.125000 Penalty: 4740.925293
	Iteration 5Q: 3 clusters Score -1863275 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1863497.625000 Penalty: 4740.925293
	Iteration 6Q: 3 clusters Score -1863498 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1863789.000000 Penalty: 4740.925293
	Iteration 7Q: 3 clusters Score -1863789 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1864184.125000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1864184 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1864678.750000 Penalty: 4740.925293
	Iteration 9F: 3 clusters Score -1864679 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1865192.125000 Penalty: 4740.925293
	Iteration 10F: 3 clusters Score -1865192 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1865732.125000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1865732 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1866213.000000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1866213 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1866598.875000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1866599 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1866850.750000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1866851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1867042.375000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1867042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1867150.625000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1867151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1867233.750000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1867234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1867292.500000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1867292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1867337.000000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1867337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1867377.750000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1867378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1867406.000000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1867406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1867426.250000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1867426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1867444.000000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1867444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1867465.125000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1867465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1867474.125000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1867474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1867477.500000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1867478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1867484.375000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1867484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1867490.500000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1867490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1867495.000000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1867495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1867502.250000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1867502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1867505.750000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1867506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1867510.875000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1867511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1867511.875000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1867512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1867513.125000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1867513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1867513.125000 Penalty: 4740.925293
	Iteration 35F: 3 clusters Score -1867513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -356480.968750 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -356481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -353322.312500 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -353322.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -353940.875000 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -353940.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -354085.687500 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -354085.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -354168.906250 Penalty: 3939.411621
	Iteration 3Q: 3 clusters Score -354168.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -354235.156250 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -354235.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -354272.875000 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -354272.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -354297.718750 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -354297.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -354320.062500 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -354320.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354338.062500 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -354338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354349.531250 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -354349.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354363.000000 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -354363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -354369.375000 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -354369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354374.937500 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -354374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354379.593750 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -354379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354383.906250 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -354383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354387.187500 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -354387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354387.187500 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -354387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -354388.906250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -354388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -354389.468750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -354389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354391.250000 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -354391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354392.687500 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -354392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354394.531250 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -354394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354396.750000 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -354396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354399.500000 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -354399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -354402.781250 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -354402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -354405.281250 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -354405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -354407.687500 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -354407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354409.437500 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -354409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -354412.187500 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -354412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -354413.312500 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -354413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354413.718750 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -354413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354415.218750 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -354415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -354415.406250 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -354415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354416.812500 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -354416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354418.562500 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -354418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354419.125000 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -354419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354421.750000 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -354421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354423.843750 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -354423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354424.718750 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -354424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -354425.343750 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -354425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -354426.843750 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -354426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -354428.343750 Penalty: 3939.411621
	Iteration 41Q: 3 clusters Score -354428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354428.406250 Penalty: 3939.411621
	Iteration 42Q: 3 clusters Score -354428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354429.281250 Penalty: 3939.411621
	Iteration 43Q: 3 clusters Score -354429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354430.062500 Penalty: 3939.411621
	Iteration 44Q: 3 clusters Score -354430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -354431.531250 Penalty: 3939.411621
	Iteration 45Q: 3 clusters Score -354431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354433.031250 Penalty: 3939.411621
	Iteration 46Q: 3 clusters Score -354433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -354435.343750 Penalty: 3939.411621
	Iteration 47Q: 3 clusters Score -354435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354435.187500 Penalty: 3939.411621
	Iteration 48Q: 3 clusters Score -354435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354436.031250 Penalty: 3939.411621
	Iteration 49Q: 3 clusters Score -354436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354436.906250 Penalty: 3939.411621
	Iteration 50Q: 3 clusters Score -354436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354437.187500 Penalty: 3939.411621
	Iteration 51Q: 3 clusters Score -354437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354437.812500 Penalty: 3939.411621
	Iteration 52Q: 3 clusters Score -354437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -354437.468750 Penalty: 3939.411621
	Iteration 53Q: 3 clusters Score -354437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -354437.468750 Penalty: 3939.411621
	Iteration 54F: 3 clusters Score -354437.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Entering Unmasked Estep 
Score: -971101.812500 Penalty: 2244.704346
	Iteration 0F: 2 clusters Score -971101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -964328.562500 Penalty: 4489.408691
	Iteration 0F: 3 clusters Score -964328.6 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -966134.250000 Penalty: 4489.408691
	Iteration 1F: 3 clusters Score -966134.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -966438.000000 Penalty: 4489.408691
	Iteration 2F: 3 clusters Score -966438 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -966680.625000 Penalty: 4489.408691
	Iteration 3F: 3 clusters Score -966680.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -966886.750000 Penalty: 4489.408691
	Iteration 4Q: 3 clusters Score -966886.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -967021.125000 Penalty: 4489.408691
	Iteration 5Q: 3 clusters Score -967021.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -967131.375000 Penalty: 4489.408691
	Iteration 6Q: 3 clusters Score -967131.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -967238.375000 Penalty: 4489.408691
	Iteration 7Q: 3 clusters Score -967238.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -967366.625000 Penalty: 4489.408691
	Iteration 8Q: 3 clusters Score -967366.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -967484.375000 Penalty: 4489.408691
	Iteration 9Q: 3 clusters Score -967484.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -967596.937500 Penalty: 4489.408691
	Iteration 10Q: 3 clusters Score -967596.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -967700.250000 Penalty: 4489.408691
	Iteration 11Q: 3 clusters Score -967700.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -967812.125000 Penalty: 4489.408691
	Iteration 12Q: 3 clusters Score -967812.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -967932.687500 Penalty: 4489.408691
	Iteration 13Q: 3 clusters Score -967932.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -968063.125000 Penalty: 4489.408691
	Iteration 14Q: 3 clusters Score -968063.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -968195.437500 Penalty: 4489.408691
	Iteration 15Q: 3 clusters Score -968195.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -968320.562500 Penalty: 4489.408691
	Iteration 16Q: 3 clusters Score -968320.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -968441.125000 Penalty: 4489.408691
	Iteration 17Q: 3 clusters Score -968441.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -968570.812500 Penalty: 4489.408691
	Iteration 18Q: 3 clusters Score -968570.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -968677.062500 Penalty: 4489.408691
	Iteration 19Q: 3 clusters Score -968677.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -968750.937500 Penalty: 4489.408691
	Iteration 20F: 3 clusters Score -968750.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -968806.812500 Penalty: 4489.408691
	Iteration 21Q: 3 clusters Score -968806.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -968859.687500 Penalty: 4489.408691
	Iteration 22Q: 3 clusters Score -968859.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -968913.750000 Penalty: 4489.408691
	Iteration 23Q: 3 clusters Score -968913.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -968957.500000 Penalty: 4489.408691
	Iteration 24Q: 3 clusters Score -968957.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -968993.062500 Penalty: 4489.408691
	Iteration 25Q: 3 clusters Score -968993.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -969023.875000 Penalty: 4489.408691
	Iteration 26Q: 3 clusters Score -969023.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -969048.437500 Penalty: 4489.408691
	Iteration 27Q: 3 clusters Score -969048.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -969080.062500 Penalty: 4489.408691
	Iteration 28Q: 3 clusters Score -969080.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -969100.375000 Penalty: 4489.408691
	Iteration 29Q: 3 clusters Score -969100.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -969121.062500 Penalty: 4489.408691
	Iteration 30Q: 3 clusters Score -969121.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -969140.187500 Penalty: 4489.408691
	Iteration 31Q: 3 clusters Score -969140.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -969156.937500 Penalty: 4489.408691
	Iteration 32Q: 3 clusters Score -969156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -969170.312500 Penalty: 4489.408691
	Iteration 33Q: 3 clusters Score -969170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -969174.375000 Penalty: 4489.408691
	Iteration 34Q: 3 clusters Score -969174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -969183.375000 Penalty: 4489.408691
	Iteration 35Q: 3 clusters Score -969183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -969189.687500 Penalty: 4489.408691
	Iteration 36Q: 3 clusters Score -969189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -969193.625000 Penalty: 4489.408691
	Iteration 37Q: 3 clusters Score -969193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -969195.312500 Penalty: 4489.408691
	Iteration 38Q: 3 clusters Score -969195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -969196.812500 Penalty: 4489.408691
	Iteration 39Q: 3 clusters Score -969196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -969198.312500 Penalty: 4489.408691
	Iteration 40F: 3 clusters Score -969198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -969200.812500 Penalty: 4489.408691
	Iteration 41Q: 3 clusters Score -969200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -969200.125000 Penalty: 4489.408691
	Iteration 42Q: 3 clusters Score -969200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -969204.812500 Penalty: 4489.408691
	Iteration 43Q: 3 clusters Score -969204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -969205.187500 Penalty: 4489.408691
	Iteration 44Q: 3 clusters Score -969205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -969207.000000 Penalty: 4489.408691
	Iteration 45Q: 3 clusters Score -969207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -969206.562500 Penalty: 4489.408691
	Iteration 46Q: 3 clusters Score -969206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -969207.125000 Penalty: 4489.408691
	Iteration 47Q: 3 clusters Score -969207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -969208.250000 Penalty: 4489.408691
	Iteration 48Q: 3 clusters Score -969208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -969208.250000 Penalty: 4489.408691
	Iteration 49F: 3 clusters Score -969208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Entering Unmasked Estep 
Score: -4583872.000000 Penalty: 2596.312012
	Iteration 0F: 2 clusters Score -4583872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4559768.500000 Penalty: 5192.624023
	Iteration 0F: 3 clusters Score -4559768 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4568508.500000 Penalty: 5192.624023
	Iteration 1F: 3 clusters Score -4568508 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4568959.500000 Penalty: 5192.624023
	Iteration 2Q: 3 clusters Score -4568960 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4569387.000000 Penalty: 5192.624023
	Iteration 3Q: 3 clusters Score -4569387 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4569708.500000 Penalty: 5192.624023
	Iteration 4Q: 3 clusters Score -4569708 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4570048.000000 Penalty: 5192.624023
	Iteration 5Q: 3 clusters Score -4570048 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4570373.000000 Penalty: 5192.624023
	Iteration 6Q: 3 clusters Score -4570373 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4570761.500000 Penalty: 5192.624023
	Iteration 7Q: 3 clusters Score -4570762 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4571325.000000 Penalty: 5192.624023
	Iteration 8Q: 3 clusters Score -4571325 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4572020.500000 Penalty: 5192.624023
	Iteration 9Q: 3 clusters Score -4572020 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4572972.500000 Penalty: 5192.624023
	Iteration 10Q: 3 clusters Score -4572972 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4574233.000000 Penalty: 5192.624023
	Iteration 11F: 3 clusters Score -4574233 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4575601.000000 Penalty: 5192.624023
	Iteration 12F: 3 clusters Score -4575601 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4576895.000000 Penalty: 5192.624023
	Iteration 13Q: 3 clusters Score -4576895 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4578060.000000 Penalty: 5192.624023
	Iteration 14Q: 3 clusters Score -4578060 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4579069.500000 Penalty: 5192.624023
	Iteration 15Q: 3 clusters Score -4579070 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4579874.500000 Penalty: 5192.624023
	Iteration 16Q: 3 clusters Score -4579874 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4580496.000000 Penalty: 5192.624023
	Iteration 17Q: 3 clusters Score -4580496 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4580931.500000 Penalty: 5192.624023
	Iteration 18Q: 3 clusters Score -4580932 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4581195.500000 Penalty: 5192.624023
	Iteration 19Q: 3 clusters Score -4581196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4581349.000000 Penalty: 5192.624023
	Iteration 20F: 3 clusters Score -4581349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4581434.000000 Penalty: 5192.624023
	Iteration 21Q: 3 clusters Score -4581434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4581496.000000 Penalty: 5192.624023
	Iteration 22Q: 3 clusters Score -4581496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4581535.500000 Penalty: 5192.624023
	Iteration 23Q: 3 clusters Score -4581536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4581563.000000 Penalty: 5192.624023
	Iteration 24Q: 3 clusters Score -4581563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4581586.000000 Penalty: 5192.624023
	Iteration 25Q: 3 clusters Score -4581586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4581598.000000 Penalty: 5192.624023
	Iteration 26Q: 3 clusters Score -4581598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4581616.500000 Penalty: 5192.624023
	Iteration 27Q: 3 clusters Score -4581616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4581624.500000 Penalty: 5192.624023
	Iteration 28Q: 3 clusters Score -4581624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4581626.000000 Penalty: 5192.624023
	Iteration 29Q: 3 clusters Score -4581626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4581629.500000 Penalty: 5192.624023
	Iteration 30Q: 3 clusters Score -4581630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4581635.000000 Penalty: 5192.624023
	Iteration 31Q: 3 clusters Score -4581635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4581635.000000 Penalty: 5192.624023
	Iteration 32F: 3 clusters Score -4581635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -330967.562500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -330967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -327939.031250 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -327939 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -328522.125000 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -328522.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -328672.062500 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -328672.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -328757.187500 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -328757.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -328826.500000 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -328826.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -328869.843750 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -328869.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -328903.687500 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -328903.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328932.375000 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -328932.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328953.031250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -328953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328964.156250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -328964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -328972.000000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -328972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -328976.500000 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -328976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -328980.218750 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -328980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -328982.187500 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -328982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -328982.281250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -328982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -328986.125000 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -328986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -328990.281250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -328990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328993.437500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -328993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -328994.406250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -328994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -328995.625000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -328995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -328996.093750 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -328996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -328999.000000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -328999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -329003.406250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -329003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -329006.843750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -329006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -329010.218750 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -329010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -329012.125000 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -329012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -329013.968750 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -329014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -329014.843750 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -329014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -329014.843750 Penalty: 3906.624512
	Iteration 28F: 3 clusters Score -329014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -490728.218750 Penalty: 2053.490479
	Iteration 0F: 2 clusters Score -490728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -486901.687500 Penalty: 4106.980957
	Iteration 0F: 3 clusters Score -486901.7 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -487763.437500 Penalty: 4106.980957
	Iteration 1F: 3 clusters Score -487763.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -488047.250000 Penalty: 4106.980957
	Iteration 2F: 3 clusters Score -488047.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -488235.781250 Penalty: 4106.980957
	Iteration 3F: 3 clusters Score -488235.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -488372.875000 Penalty: 4106.980957
	Iteration 4Q: 3 clusters Score -488372.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -488481.250000 Penalty: 4106.980957
	Iteration 5Q: 3 clusters Score -488481.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -488594.062500 Penalty: 4106.980957
	Iteration 6Q: 3 clusters Score -488594.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -488701.687500 Penalty: 4106.980957
	Iteration 7Q: 3 clusters Score -488701.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -488790.812500 Penalty: 4106.980957
	Iteration 8Q: 3 clusters Score -488790.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -488866.375000 Penalty: 4106.980957
	Iteration 9Q: 3 clusters Score -488866.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -488924.843750 Penalty: 4106.980957
	Iteration 10Q: 3 clusters Score -488924.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -488973.125000 Penalty: 4106.980957
	Iteration 11Q: 3 clusters Score -488973.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -489016.375000 Penalty: 4106.980957
	Iteration 12Q: 3 clusters Score -489016.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -489051.625000 Penalty: 4106.980957
	Iteration 13Q: 3 clusters Score -489051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -489078.531250 Penalty: 4106.980957
	Iteration 14Q: 3 clusters Score -489078.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -489104.843750 Penalty: 4106.980957
	Iteration 15Q: 3 clusters Score -489104.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -489126.968750 Penalty: 4106.980957
	Iteration 16Q: 3 clusters Score -489127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -489146.093750 Penalty: 4106.980957
	Iteration 17Q: 3 clusters Score -489146.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -489167.937500 Penalty: 4106.980957
	Iteration 18Q: 3 clusters Score -489167.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -489188.906250 Penalty: 4106.980957
	Iteration 19Q: 3 clusters Score -489188.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -489206.687500 Penalty: 4106.980957
	Iteration 20F: 3 clusters Score -489206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -489218.250000 Penalty: 4106.980957
	Iteration 21Q: 3 clusters Score -489218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -489225.718750 Penalty: 4106.980957
	Iteration 22Q: 3 clusters Score -489225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -489233.593750 Penalty: 4106.980957
	Iteration 23Q: 3 clusters Score -489233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -489243.312500 Penalty: 4106.980957
	Iteration 24Q: 3 clusters Score -489243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -489246.437500 Penalty: 4106.980957
	Iteration 25Q: 3 clusters Score -489246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -489249.937500 Penalty: 4106.980957
	Iteration 26Q: 3 clusters Score -489249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -489254.000000 Penalty: 4106.980957
	Iteration 27Q: 3 clusters Score -489254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -489259.500000 Penalty: 4106.980957
	Iteration 28Q: 3 clusters Score -489259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -489263.406250 Penalty: 4106.980957
	Iteration 29Q: 3 clusters Score -489263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -489268.437500 Penalty: 4106.980957
	Iteration 30Q: 3 clusters Score -489268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -489272.375000 Penalty: 4106.980957
	Iteration 31Q: 3 clusters Score -489272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -489275.218750 Penalty: 4106.980957
	Iteration 32Q: 3 clusters Score -489275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -489276.812500 Penalty: 4106.980957
	Iteration 33Q: 3 clusters Score -489276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -489279.125000 Penalty: 4106.980957
	Iteration 34Q: 3 clusters Score -489279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -489283.000000 Penalty: 4106.980957
	Iteration 35Q: 3 clusters Score -489283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -489285.000000 Penalty: 4106.980957
	Iteration 36Q: 3 clusters Score -489285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -489286.093750 Penalty: 4106.980957
	Iteration 37Q: 3 clusters Score -489286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -489287.031250 Penalty: 4106.980957
	Iteration 38Q: 3 clusters Score -489287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -489288.062500 Penalty: 4106.980957
	Iteration 39Q: 3 clusters Score -489288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -489288.062500 Penalty: 4106.980957
	Iteration 40F: 3 clusters Score -489288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 51682 members 
Mstep: Class 10 contains 58033 members 
Mstep: Class 11 contains 14898 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 12159 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 9021 members 
Mstep: Class 21 contains 342659 members 
Mstep: Class 22 contains 44163 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 14162 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 35207 members 
Mstep: Class 30 contains 2634 members 
Mstep: Class 31 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942776.000000 Penalty: 104869.828125
Iteration 79Q: 32 clusters Score -1.049428e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14663 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18257 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34892 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 51713 members 
Mstep: Class 10 contains 57966 members 
Mstep: Class 11 contains 14907 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 12132 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 51880 members 
Mstep: Class 19 contains 16923 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 342691 members 
Mstep: Class 22 contains 44169 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13196 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14183 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 35203 members 
Mstep: Class 30 contains 2630 members 
Mstep: Class 31 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104942928.000000 Penalty: 104869.828125
Iteration 80F: 32 clusters Score -1.049429e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14664 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18272 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34867 members 
Mstep: Class 7 contains 13761 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 51758 members 
Mstep: Class 10 contains 57894 members 
Mstep: Class 11 contains 14924 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 6098 members 
Mstep: Class 14 contains 41095 members 
Mstep: Class 15 contains 4139 members 
Mstep: Class 16 contains 12108 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 8995 members 
Mstep: Class 21 contains 342712 members 
Mstep: Class 22 contains 44174 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14202 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 8595 members 
Mstep: Class 29 contains 35203 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943112.000000 Penalty: 104869.828125
Iteration 81Q: 32 clusters Score -1.049431e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14662 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18284 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34851 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 51800 members 
Mstep: Class 10 contains 57844 members 
Mstep: Class 11 contains 14942 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 51888 members 
Mstep: Class 19 contains 16902 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 342742 members 
Mstep: Class 22 contains 44175 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14220 members 
Mstep: Class 27 contains 2809 members 
Mstep: Class 28 contains 8640 members 
Mstep: Class 29 contains 35208 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943216.000000 Penalty: 104869.828125
Iteration 82Q: 32 clusters Score -1.049432e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18301 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34850 members 
Mstep: Class 7 contains 13742 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 51821 members 
Mstep: Class 10 contains 57792 members 
Mstep: Class 11 contains 14959 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6134 members 
Mstep: Class 14 contains 41073 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 51888 members 
Mstep: Class 19 contains 16890 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 342764 members 
Mstep: Class 22 contains 44178 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13185 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14227 members 
Mstep: Class 27 contains 2808 members 
Mstep: Class 28 contains 8687 members 
Mstep: Class 29 contains 35208 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943296.000000 Penalty: 104869.828125
Iteration 83Q: 32 clusters Score -1.049433e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18312 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34841 members 
Mstep: Class 7 contains 13747 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 51834 members 
Mstep: Class 10 contains 57752 members 
Mstep: Class 11 contains 14963 members 
Mstep: Class 12 contains 4342 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 41061 members 
Mstep: Class 15 contains 4117 members 
Mstep: Class 16 contains 12061 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 51885 members 
Mstep: Class 19 contains 16881 members 
Mstep: Class 20 contains 8996 members 
Mstep: Class 21 contains 342788 members 
Mstep: Class 22 contains 44183 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14231 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 8756 members 
Mstep: Class 29 contains 35211 members 
Mstep: Class 30 contains 2623 members 
Mstep: Class 31 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943288.000000 Penalty: 104869.828125
Iteration 84Q: 32 clusters Score -1.049433e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14658 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18325 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34834 members 
Mstep: Class 7 contains 13757 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 51833 members 
Mstep: Class 10 contains 57717 members 
Mstep: Class 11 contains 14981 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6201 members 
Mstep: Class 14 contains 41047 members 
Mstep: Class 15 contains 4107 members 
Mstep: Class 16 contains 12039 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 51885 members 
Mstep: Class 19 contains 16875 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 342815 members 
Mstep: Class 22 contains 44185 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13177 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14239 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 8810 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943416.000000 Penalty: 104869.828125
Iteration 85Q: 32 clusters Score -1.049434e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14661 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18338 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34835 members 
Mstep: Class 7 contains 13754 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 51855 members 
Mstep: Class 10 contains 57673 members 
Mstep: Class 11 contains 15006 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 41041 members 
Mstep: Class 15 contains 4099 members 
Mstep: Class 16 contains 12013 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 51883 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 342829 members 
Mstep: Class 22 contains 44187 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 13177 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14249 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 35199 members 
Mstep: Class 30 contains 2624 members 
Mstep: Class 31 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943440.000000 Penalty: 104869.828125
Iteration 86Q: 32 clusters Score -1.049434e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34831 members 
Mstep: Class 7 contains 13751 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 51883 members 
Mstep: Class 10 contains 57629 members 
Mstep: Class 11 contains 15016 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 41035 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 16 contains 11993 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 51877 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 342861 members 
Mstep: Class 22 contains 44190 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14249 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 8883 members 
Mstep: Class 29 contains 35185 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943504.000000 Penalty: 104869.828125
Iteration 87Q: 32 clusters Score -1.049435e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18358 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34823 members 
Mstep: Class 7 contains 13743 members 
Mstep: Class 8 contains 9893 members 
Mstep: Class 9 contains 51930 members 
Mstep: Class 10 contains 57592 members 
Mstep: Class 11 contains 15026 members 
Mstep: Class 12 contains 4342 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 41026 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 16 contains 11978 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 51871 members 
Mstep: Class 19 contains 16859 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 342898 members 
Mstep: Class 22 contains 44192 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14253 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 35173 members 
Mstep: Class 30 contains 2620 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943384.000000 Penalty: 104869.828125
Iteration 88Q: 32 clusters Score -1.049434e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18368 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34815 members 
Mstep: Class 7 contains 13744 members 
Mstep: Class 8 contains 9884 members 
Mstep: Class 9 contains 51976 members 
Mstep: Class 10 contains 57545 members 
Mstep: Class 11 contains 15032 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 41007 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 11956 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 51859 members 
Mstep: Class 19 contains 16853 members 
Mstep: Class 20 contains 8991 members 
Mstep: Class 21 contains 342936 members 
Mstep: Class 22 contains 44194 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13182 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14262 members 
Mstep: Class 27 contains 2805 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 35170 members 
Mstep: Class 30 contains 2619 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943376.000000 Penalty: 104869.828125
Iteration 89Q: 32 clusters Score -1.049434e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14658 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18378 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34806 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 52009 members 
Mstep: Class 10 contains 57502 members 
Mstep: Class 11 contains 15036 members 
Mstep: Class 12 contains 4338 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 40990 members 
Mstep: Class 15 contains 4090 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 51867 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 342964 members 
Mstep: Class 22 contains 44198 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14268 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 35169 members 
Mstep: Class 30 contains 2619 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943408.000000 Penalty: 104869.828125
Iteration 90Q: 32 clusters Score -1.049434e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 13754 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 52048 members 
Mstep: Class 10 contains 57452 members 
Mstep: Class 11 contains 15033 members 
Mstep: Class 12 contains 4336 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 40983 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 11922 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 51871 members 
Mstep: Class 19 contains 16834 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 343000 members 
Mstep: Class 22 contains 44197 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14274 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 35166 members 
Mstep: Class 30 contains 2619 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943544.000000 Penalty: 104869.828125
Iteration 91Q: 32 clusters Score -1.049435e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14656 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18390 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34793 members 
Mstep: Class 7 contains 13761 members 
Mstep: Class 8 contains 9872 members 
Mstep: Class 9 contains 52084 members 
Mstep: Class 10 contains 57408 members 
Mstep: Class 11 contains 15030 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 40974 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 51877 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 343032 members 
Mstep: Class 22 contains 44200 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14277 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 35162 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943440.000000 Penalty: 104869.828125
Iteration 92Q: 32 clusters Score -1.049434e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14652 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34780 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 52107 members 
Mstep: Class 10 contains 57369 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 11892 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 51882 members 
Mstep: Class 19 contains 16824 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 343054 members 
Mstep: Class 22 contains 44204 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13176 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14278 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 8975 members 
Mstep: Class 29 contains 35166 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943640.000000 Penalty: 104869.828125
Iteration 93Q: 32 clusters Score -1.049436e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14652 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18401 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34773 members 
Mstep: Class 7 contains 13765 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 52143 members 
Mstep: Class 10 contains 57330 members 
Mstep: Class 11 contains 15027 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6363 members 
Mstep: Class 14 contains 40958 members 
Mstep: Class 15 contains 4070 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 51883 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 8971 members 
Mstep: Class 21 contains 343082 members 
Mstep: Class 22 contains 44203 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 13173 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14270 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 35170 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943688.000000 Penalty: 104869.828125
Iteration 94Q: 32 clusters Score -1.049437e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14649 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18407 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34770 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 52163 members 
Mstep: Class 10 contains 57307 members 
Mstep: Class 11 contains 15033 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6383 members 
Mstep: Class 14 contains 40948 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 51878 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 343090 members 
Mstep: Class 22 contains 44206 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 13170 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14271 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 35172 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943584.000000 Penalty: 104869.828125
Iteration 95Q: 32 clusters Score -1.049436e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14650 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 52193 members 
Mstep: Class 10 contains 57279 members 
Mstep: Class 11 contains 15027 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 40936 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 11876 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 51873 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 343113 members 
Mstep: Class 22 contains 44207 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 13166 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14280 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9014 members 
Mstep: Class 29 contains 35179 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943584.000000 Penalty: 104869.828125
Iteration 96Q: 32 clusters Score -1.049436e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18409 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34746 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 9846 members 
Mstep: Class 9 contains 52222 members 
Mstep: Class 10 contains 57247 members 
Mstep: Class 11 contains 15018 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 40932 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 51873 members 
Mstep: Class 19 contains 16819 members 
Mstep: Class 20 contains 8942 members 
Mstep: Class 21 contains 343128 members 
Mstep: Class 22 contains 44209 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13161 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14285 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9040 members 
Mstep: Class 29 contains 35178 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943560.000000 Penalty: 104869.828125
Iteration 97Q: 32 clusters Score -1.049436e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18413 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34738 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 9836 members 
Mstep: Class 9 contains 52246 members 
Mstep: Class 10 contains 57224 members 
Mstep: Class 11 contains 15014 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 40931 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 51864 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 8945 members 
Mstep: Class 21 contains 343144 members 
Mstep: Class 22 contains 44211 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13150 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9062 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943536.000000 Penalty: 104869.828125
Iteration 98Q: 32 clusters Score -1.049435e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18417 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34730 members 
Mstep: Class 7 contains 13783 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 52258 members 
Mstep: Class 10 contains 57207 members 
Mstep: Class 11 contains 15011 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 40931 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 51858 members 
Mstep: Class 19 contains 16815 members 
Mstep: Class 20 contains 8940 members 
Mstep: Class 21 contains 343150 members 
Mstep: Class 22 contains 44212 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13143 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14294 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9077 members 
Mstep: Class 29 contains 35184 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943792.000000 Penalty: 104869.828125
Iteration 99Q: 32 clusters Score -1.049438e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18419 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34722 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 52292 members 
Mstep: Class 10 contains 57193 members 
Mstep: Class 11 contains 15011 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 40935 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 51854 members 
Mstep: Class 19 contains 16810 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 343151 members 
Mstep: Class 22 contains 44211 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13137 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14299 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 35188 members 
Mstep: Class 30 contains 2619 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943800.000000 Penalty: 104869.828125
Iteration 100F: 32 clusters Score -1.049438e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18424 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34721 members 
Mstep: Class 7 contains 13775 members 
Mstep: Class 8 contains 9822 members 
Mstep: Class 9 contains 52305 members 
Mstep: Class 10 contains 57173 members 
Mstep: Class 11 contains 15011 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 40930 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 11850 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 51855 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 8932 members 
Mstep: Class 21 contains 343151 members 
Mstep: Class 22 contains 44212 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13130 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14303 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 9115 members 
Mstep: Class 29 contains 35193 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943928.000000 Penalty: 104869.828125
Iteration 101Q: 32 clusters Score -1.049439e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18428 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34710 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 9819 members 
Mstep: Class 9 contains 52328 members 
Mstep: Class 10 contains 57153 members 
Mstep: Class 11 contains 15017 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 40930 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 51855 members 
Mstep: Class 19 contains 16805 members 
Mstep: Class 20 contains 8924 members 
Mstep: Class 21 contains 343164 members 
Mstep: Class 22 contains 44212 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13125 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14303 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 35198 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943856.000000 Penalty: 104869.828125
Iteration 102Q: 32 clusters Score -1.049439e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18431 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34701 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 52340 members 
Mstep: Class 10 contains 57137 members 
Mstep: Class 11 contains 15025 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 40923 members 
Mstep: Class 15 contains 4059 members 
Mstep: Class 16 contains 11833 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 51859 members 
Mstep: Class 19 contains 16803 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 343175 members 
Mstep: Class 22 contains 44212 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14305 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 9161 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943856.000000 Penalty: 104869.828125
Iteration 103Q: 32 clusters Score -1.049439e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14647 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18438 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34689 members 
Mstep: Class 7 contains 13777 members 
Mstep: Class 8 contains 9807 members 
Mstep: Class 9 contains 52361 members 
Mstep: Class 10 contains 57122 members 
Mstep: Class 11 contains 15027 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 40924 members 
Mstep: Class 15 contains 4057 members 
Mstep: Class 16 contains 11826 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 51861 members 
Mstep: Class 19 contains 16803 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 343184 members 
Mstep: Class 22 contains 44211 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13119 members 
Mstep: Class 25 contains 739 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 9175 members 
Mstep: Class 29 contains 35190 members 
Mstep: Class 30 contains 2620 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943888.000000 Penalty: 104869.828125
Iteration 104Q: 32 clusters Score -1.049439e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18445 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34680 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 9802 members 
Mstep: Class 9 contains 52373 members 
Mstep: Class 10 contains 57109 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 40924 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 11821 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 51858 members 
Mstep: Class 19 contains 16803 members 
Mstep: Class 20 contains 8904 members 
Mstep: Class 21 contains 343196 members 
Mstep: Class 22 contains 44211 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 13115 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14306 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 9188 members 
Mstep: Class 29 contains 35185 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943904.000000 Penalty: 104869.828125
Iteration 105Q: 32 clusters Score -1.049439e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14645 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34674 members 
Mstep: Class 7 contains 13775 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 52389 members 
Mstep: Class 10 contains 57104 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 40922 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 11817 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 51857 members 
Mstep: Class 19 contains 16800 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 343200 members 
Mstep: Class 22 contains 44212 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13114 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14303 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 35185 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943784.000000 Penalty: 104869.828125
Iteration 106Q: 32 clusters Score -1.049438e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18451 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34667 members 
Mstep: Class 7 contains 13775 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 52400 members 
Mstep: Class 10 contains 57095 members 
Mstep: Class 11 contains 15022 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 40918 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 11812 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 51855 members 
Mstep: Class 19 contains 16799 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 343214 members 
Mstep: Class 22 contains 44214 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14304 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9247 members 
Mstep: Class 29 contains 35182 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943872.000000 Penalty: 104869.828125
Iteration 107Q: 32 clusters Score -1.049439e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14647 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18451 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34665 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 52409 members 
Mstep: Class 10 contains 57087 members 
Mstep: Class 11 contains 15010 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 40914 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11811 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 51854 members 
Mstep: Class 19 contains 16797 members 
Mstep: Class 20 contains 8880 members 
Mstep: Class 21 contains 343223 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14304 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9281 members 
Mstep: Class 29 contains 35172 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943944.000000 Penalty: 104869.828125
Iteration 108Q: 32 clusters Score -1.049439e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14647 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34660 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 52425 members 
Mstep: Class 10 contains 57084 members 
Mstep: Class 11 contains 14999 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 40912 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11811 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 51854 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 8871 members 
Mstep: Class 21 contains 343228 members 
Mstep: Class 22 contains 44219 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13107 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14303 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9306 members 
Mstep: Class 29 contains 35162 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943904.000000 Penalty: 104869.828125
Iteration 109Q: 32 clusters Score -1.049439e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34649 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 52436 members 
Mstep: Class 10 contains 57082 members 
Mstep: Class 11 contains 14995 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 40908 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11810 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 51854 members 
Mstep: Class 19 contains 16794 members 
Mstep: Class 20 contains 8867 members 
Mstep: Class 21 contains 343232 members 
Mstep: Class 22 contains 44222 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14304 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9338 members 
Mstep: Class 29 contains 35152 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943904.000000 Penalty: 104869.828125
Iteration 110Q: 32 clusters Score -1.049439e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34637 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 52450 members 
Mstep: Class 10 contains 57076 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 40905 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 51850 members 
Mstep: Class 19 contains 16792 members 
Mstep: Class 20 contains 8851 members 
Mstep: Class 21 contains 343237 members 
Mstep: Class 22 contains 44227 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14305 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9367 members 
Mstep: Class 29 contains 35152 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943840.000000 Penalty: 104869.828125
Iteration 111Q: 32 clusters Score -1.049438e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18452 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34622 members 
Mstep: Class 7 contains 13779 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 52473 members 
Mstep: Class 10 contains 57070 members 
Mstep: Class 11 contains 14984 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 40904 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 51849 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 20 contains 8836 members 
Mstep: Class 21 contains 343247 members 
Mstep: Class 22 contains 44227 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13111 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14306 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 35149 members 
Mstep: Class 30 contains 2620 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943864.000000 Penalty: 104869.828125
Iteration 112Q: 32 clusters Score -1.049439e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18454 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34617 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 52493 members 
Mstep: Class 10 contains 57063 members 
Mstep: Class 11 contains 14984 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 40900 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 51845 members 
Mstep: Class 19 contains 16788 members 
Mstep: Class 20 contains 8821 members 
Mstep: Class 21 contains 343255 members 
Mstep: Class 22 contains 44227 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13112 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14306 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9417 members 
Mstep: Class 29 contains 35151 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943920.000000 Penalty: 104869.828125
Iteration 113Q: 32 clusters Score -1.049439e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34604 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 52521 members 
Mstep: Class 10 contains 57058 members 
Mstep: Class 11 contains 14980 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 40895 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 19 contains 16789 members 
Mstep: Class 20 contains 8801 members 
Mstep: Class 21 contains 343257 members 
Mstep: Class 22 contains 44227 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13112 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14308 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 9451 members 
Mstep: Class 29 contains 35144 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104943920.000000 Penalty: 104869.828125
Iteration 114Q: 32 clusters Score -1.049439e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34601 members 
Mstep: Class 7 contains 13779 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 52529 members 
Mstep: Class 10 contains 57054 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 40890 members 
Mstep: Class 15 contains 4053 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51834 members 
Mstep: Class 19 contains 16787 members 
Mstep: Class 20 contains 8785 members 
Mstep: Class 21 contains 343265 members 
Mstep: Class 22 contains 44228 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14308 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 35142 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944040.000000 Penalty: 104869.828125
Iteration 115Q: 32 clusters Score -1.04944e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34593 members 
Mstep: Class 7 contains 13781 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 52538 members 
Mstep: Class 10 contains 57053 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 40889 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51833 members 
Mstep: Class 19 contains 16784 members 
Mstep: Class 20 contains 8774 members 
Mstep: Class 21 contains 343264 members 
Mstep: Class 22 contains 44230 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13107 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 9511 members 
Mstep: Class 29 contains 35144 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944096.000000 Penalty: 104869.828125
Iteration 116Q: 32 clusters Score -1.049441e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34591 members 
Mstep: Class 7 contains 13782 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 52551 members 
Mstep: Class 10 contains 57046 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 40886 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 11787 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51834 members 
Mstep: Class 19 contains 16780 members 
Mstep: Class 20 contains 8757 members 
Mstep: Class 21 contains 343267 members 
Mstep: Class 22 contains 44232 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 9537 members 
Mstep: Class 29 contains 35142 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944064.000000 Penalty: 104869.828125
Iteration 117Q: 32 clusters Score -1.049441e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34589 members 
Mstep: Class 7 contains 13783 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 52545 members 
Mstep: Class 10 contains 57042 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 40886 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11784 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 51839 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 8745 members 
Mstep: Class 21 contains 343269 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 9560 members 
Mstep: Class 29 contains 35140 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944120.000000 Penalty: 104869.828125
Iteration 118Q: 32 clusters Score -1.049441e+08 nChanged 99
Entering ConstructFrom: 
Score: -104944120.000000 Penalty: 104869.828125
Entering ConstructFrom: 
Trying to split cluster 1 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -175799.875000 Penalty: 1862.450928
	Iteration 0F: 2 clusters Score -175799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173450.140625 Penalty: 3724.901855
	Iteration 0F: 3 clusters Score -173450.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -174317.171875 Penalty: 3724.901855
	Iteration 1F: 3 clusters Score -174317.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -174636.140625 Penalty: 3724.901855
	Iteration 2F: 3 clusters Score -174636.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174891.484375 Penalty: 3724.901855
	Iteration 3F: 3 clusters Score -174891.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175119.640625 Penalty: 3724.901855
	Iteration 4Q: 3 clusters Score -175119.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -175297.406250 Penalty: 3724.901855
	Iteration 5Q: 3 clusters Score -175297.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175396.109375 Penalty: 3724.901855
	Iteration 6Q: 3 clusters Score -175396.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175449.140625 Penalty: 3724.901855
	Iteration 7Q: 3 clusters Score -175449.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175488.578125 Penalty: 3724.901855
	Iteration 8Q: 3 clusters Score -175488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -175530.156250 Penalty: 3724.901855
	Iteration 9Q: 3 clusters Score -175530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -175554.343750 Penalty: 3724.901855
	Iteration 10Q: 3 clusters Score -175554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -175562.046875 Penalty: 3724.901855
	Iteration 11Q: 3 clusters Score -175562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -175564.812500 Penalty: 3724.901855
	Iteration 12Q: 3 clusters Score -175564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -175567.828125 Penalty: 3724.901855
	Iteration 13Q: 3 clusters Score -175567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -175571.484375 Penalty: 3724.901855
	Iteration 14Q: 3 clusters Score -175571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -175576.937500 Penalty: 3724.901855
	Iteration 15Q: 3 clusters Score -175576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -175580.468750 Penalty: 3724.901855
	Iteration 16Q: 3 clusters Score -175580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175584.015625 Penalty: 3724.901855
	Iteration 17Q: 3 clusters Score -175584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -175586.953125 Penalty: 3724.901855
	Iteration 18Q: 3 clusters Score -175587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -175598.031250 Penalty: 3724.901855
	Iteration 19Q: 3 clusters Score -175598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -175605.937500 Penalty: 3724.901855
	Iteration 20F: 3 clusters Score -175605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -175609.796875 Penalty: 3724.901855
	Iteration 21Q: 3 clusters Score -175609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -175612.750000 Penalty: 3724.901855
	Iteration 22Q: 3 clusters Score -175612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175613.093750 Penalty: 3724.901855
	Iteration 23Q: 3 clusters Score -175613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175613.093750 Penalty: 3724.901855
	Iteration 24F: 3 clusters Score -175613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -1822094.625000 Penalty: 2378.695068
	Iteration 0F: 2 clusters Score -1822095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1811437.375000 Penalty: 4757.390137
	Iteration 0F: 3 clusters Score -1811437 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1814918.750000 Penalty: 4757.390137
	Iteration 1F: 3 clusters Score -1814919 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1815448.250000 Penalty: 4757.390137
	Iteration 2F: 3 clusters Score -1815448 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1815901.125000 Penalty: 4757.390137
	Iteration 3F: 3 clusters Score -1815901 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1816256.625000 Penalty: 4757.390137
	Iteration 4F: 3 clusters Score -1816257 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1816600.375000 Penalty: 4757.390137
	Iteration 5Q: 3 clusters Score -1816600 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1817044.500000 Penalty: 4757.390137
	Iteration 6F: 3 clusters Score -1817044 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1817555.125000 Penalty: 4757.390137
	Iteration 7F: 3 clusters Score -1817555 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1818163.000000 Penalty: 4757.390137
	Iteration 8F: 3 clusters Score -1818163 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1818771.125000 Penalty: 4757.390137
	Iteration 9F: 3 clusters Score -1818771 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1819291.875000 Penalty: 4757.390137
	Iteration 10Q: 3 clusters Score -1819292 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1819818.375000 Penalty: 4757.390137
	Iteration 11Q: 3 clusters Score -1819818 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1820425.625000 Penalty: 4757.390137
	Iteration 12Q: 3 clusters Score -1820426 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1821060.375000 Penalty: 4757.390137
	Iteration 13Q: 3 clusters Score -1821060 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1821494.625000 Penalty: 4757.390137
	Iteration 14Q: 3 clusters Score -1821495 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1821697.250000 Penalty: 4757.390137
	Iteration 15Q: 3 clusters Score -1821697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1821769.500000 Penalty: 4757.390137
	Iteration 16Q: 3 clusters Score -1821770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1821804.250000 Penalty: 4757.390137
	Iteration 17Q: 3 clusters Score -1821804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1821821.875000 Penalty: 4757.390137
	Iteration 18Q: 3 clusters Score -1821822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1821828.500000 Penalty: 4757.390137
	Iteration 19Q: 3 clusters Score -1821828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1821834.375000 Penalty: 4757.390137
	Iteration 20F: 3 clusters Score -1821834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1821839.375000 Penalty: 4757.390137
	Iteration 21Q: 3 clusters Score -1821839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1821837.375000 Penalty: 4757.390137
	Iteration 22Q: 3 clusters Score -1821837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1821848.625000 Penalty: 4757.390137
	Iteration 23Q: 3 clusters Score -1821849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1821848.875000 Penalty: 4757.390137
	Iteration 24Q: 3 clusters Score -1821849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1821847.750000 Penalty: 4757.390137
	Iteration 25Q: 3 clusters Score -1821848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1821853.500000 Penalty: 4757.390137
	Iteration 26Q: 3 clusters Score -1821854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1821851.750000 Penalty: 4757.390137
	Iteration 27Q: 3 clusters Score -1821852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1821847.375000 Penalty: 4757.390137
	Iteration 28Q: 3 clusters Score -1821847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1821848.500000 Penalty: 4757.390137
	Iteration 29Q: 3 clusters Score -1821848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1821848.500000 Penalty: 4757.390137
	Iteration 30F: 3 clusters Score -1821848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -142372.421875 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -142372.4 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 697 members 
Entering Unmasked Estep 
Score: -140373.875000 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -140373.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141559.484375 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -141559.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142862.593750 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -142862.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143727.265625 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -143727.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144116.500000 Penalty: 3580.215820
	Iteration 4Q: 3 clusters Score -144116.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -144266.484375 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -144266.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -144366.484375 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -144366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -144445.937500 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -144445.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144541.234375 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -144541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144592.906250 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -144592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -144611.468750 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -144611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144613.218750 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -144613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144613.218750 Penalty: 3580.215820
	Iteration 12F: 3 clusters Score -144613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 18459 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 13784 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 52559 members 
Mstep: Class 10 contains 57036 members 
Mstep: Class 11 contains 14949 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 8739 members 
Mstep: Class 21 contains 343273 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 35136 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
Score: -104944608.000000 Penalty: 108252.726562
Splitting cluster 3 changes total score from -104944120.000000 to -104944608.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -2442398.250000 Penalty: 2436.180176
	Iteration 0F: 2 clusters Score -2442398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2429421.500000 Penalty: 4872.360352
	Iteration 0F: 3 clusters Score -2429422 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2433890.500000 Penalty: 4872.360352
	Iteration 1F: 3 clusters Score -2433890 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2434541.250000 Penalty: 4872.360352
	Iteration 2F: 3 clusters Score -2434541 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2435104.250000 Penalty: 4872.360352
	Iteration 3F: 3 clusters Score -2435104 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2435682.500000 Penalty: 4872.360352
	Iteration 4F: 3 clusters Score -2435682 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2436297.250000 Penalty: 4872.360352
	Iteration 5F: 3 clusters Score -2436297 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2436968.750000 Penalty: 4872.360352
	Iteration 6F: 3 clusters Score -2436969 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2437649.000000 Penalty: 4872.360352
	Iteration 7F: 3 clusters Score -2437649 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2438318.000000 Penalty: 4872.360352
	Iteration 8Q: 3 clusters Score -2438318 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2438854.500000 Penalty: 4872.360352
	Iteration 9Q: 3 clusters Score -2438854 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2439192.000000 Penalty: 4872.360352
	Iteration 10Q: 3 clusters Score -2439192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2439365.500000 Penalty: 4872.360352
	Iteration 11Q: 3 clusters Score -2439366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2439483.000000 Penalty: 4872.360352
	Iteration 12Q: 3 clusters Score -2439483 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2439561.500000 Penalty: 4872.360352
	Iteration 13Q: 3 clusters Score -2439562 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2439626.750000 Penalty: 4872.360352
	Iteration 14Q: 3 clusters Score -2439627 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2439682.000000 Penalty: 4872.360352
	Iteration 15Q: 3 clusters Score -2439682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2439729.250000 Penalty: 4872.360352
	Iteration 16Q: 3 clusters Score -2439729 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2439766.500000 Penalty: 4872.360352
	Iteration 17Q: 3 clusters Score -2439766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2439816.500000 Penalty: 4872.360352
	Iteration 18Q: 3 clusters Score -2439816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2439858.250000 Penalty: 4872.360352
	Iteration 19Q: 3 clusters Score -2439858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2439904.000000 Penalty: 4872.360352
	Iteration 20F: 3 clusters Score -2439904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2439925.000000 Penalty: 4872.360352
	Iteration 21Q: 3 clusters Score -2439925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2439954.250000 Penalty: 4872.360352
	Iteration 22Q: 3 clusters Score -2439954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2439992.750000 Penalty: 4872.360352
	Iteration 23Q: 3 clusters Score -2439993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2440033.250000 Penalty: 4872.360352
	Iteration 24Q: 3 clusters Score -2440033 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2440067.750000 Penalty: 4872.360352
	Iteration 25Q: 3 clusters Score -2440068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2440100.000000 Penalty: 4872.360352
	Iteration 26Q: 3 clusters Score -2440100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2440138.000000 Penalty: 4872.360352
	Iteration 27Q: 3 clusters Score -2440138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2440168.750000 Penalty: 4872.360352
	Iteration 28Q: 3 clusters Score -2440169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2440197.750000 Penalty: 4872.360352
	Iteration 29Q: 3 clusters Score -2440198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2440209.750000 Penalty: 4872.360352
	Iteration 30Q: 3 clusters Score -2440210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2440219.750000 Penalty: 4872.360352
	Iteration 31Q: 3 clusters Score -2440220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2440235.500000 Penalty: 4872.360352
	Iteration 32Q: 3 clusters Score -2440236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2440239.250000 Penalty: 4872.360352
	Iteration 33Q: 3 clusters Score -2440239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2440252.250000 Penalty: 4872.360352
	Iteration 34Q: 3 clusters Score -2440252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2440261.750000 Penalty: 4872.360352
	Iteration 35Q: 3 clusters Score -2440262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2440271.250000 Penalty: 4872.360352
	Iteration 36Q: 3 clusters Score -2440271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2440287.500000 Penalty: 4872.360352
	Iteration 37Q: 3 clusters Score -2440288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2440287.000000 Penalty: 4872.360352
	Iteration 38Q: 3 clusters Score -2440287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2440292.000000 Penalty: 4872.360352
	Iteration 39Q: 3 clusters Score -2440292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2440307.500000 Penalty: 4872.360352
	Iteration 40F: 3 clusters Score -2440308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2440308.000000 Penalty: 4872.360352
	Iteration 41Q: 3 clusters Score -2440308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2440316.250000 Penalty: 4872.360352
	Iteration 42Q: 3 clusters Score -2440316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2440324.500000 Penalty: 4872.360352
	Iteration 43Q: 3 clusters Score -2440324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2440332.000000 Penalty: 4872.360352
	Iteration 44Q: 3 clusters Score -2440332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2440342.000000 Penalty: 4872.360352
	Iteration 45Q: 3 clusters Score -2440342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2440361.750000 Penalty: 4872.360352
	Iteration 46Q: 3 clusters Score -2440362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2440375.000000 Penalty: 4872.360352
	Iteration 47Q: 3 clusters Score -2440375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2440388.250000 Penalty: 4872.360352
	Iteration 48Q: 3 clusters Score -2440388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2440398.500000 Penalty: 4872.360352
	Iteration 49Q: 3 clusters Score -2440398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2440403.250000 Penalty: 4872.360352
	Iteration 50Q: 3 clusters Score -2440403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2440410.500000 Penalty: 4872.360352
	Iteration 51Q: 3 clusters Score -2440410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2440434.500000 Penalty: 4872.360352
	Iteration 52Q: 3 clusters Score -2440434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2440442.000000 Penalty: 4872.360352
	Iteration 53Q: 3 clusters Score -2440442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2440457.250000 Penalty: 4872.360352
	Iteration 54Q: 3 clusters Score -2440457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2440459.000000 Penalty: 4872.360352
	Iteration 55Q: 3 clusters Score -2440459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2440469.000000 Penalty: 4872.360352
	Iteration 56Q: 3 clusters Score -2440469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2440483.250000 Penalty: 4872.360352
	Iteration 57Q: 3 clusters Score -2440483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2440507.750000 Penalty: 4872.360352
	Iteration 58Q: 3 clusters Score -2440508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2440519.500000 Penalty: 4872.360352
	Iteration 59Q: 3 clusters Score -2440520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2440535.500000 Penalty: 4872.360352
	Iteration 60F: 3 clusters Score -2440536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2440544.000000 Penalty: 4872.360352
	Iteration 61Q: 3 clusters Score -2440544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2440553.500000 Penalty: 4872.360352
	Iteration 62Q: 3 clusters Score -2440554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2440558.750000 Penalty: 4872.360352
	Iteration 63Q: 3 clusters Score -2440559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2440562.750000 Penalty: 4872.360352
	Iteration 64Q: 3 clusters Score -2440563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2440565.000000 Penalty: 4872.360352
	Iteration 65Q: 3 clusters Score -2440565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2440572.500000 Penalty: 4872.360352
	Iteration 66Q: 3 clusters Score -2440572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2440572.000000 Penalty: 4872.360352
	Iteration 67Q: 3 clusters Score -2440572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2440574.750000 Penalty: 4872.360352
	Iteration 68Q: 3 clusters Score -2440575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2440578.500000 Penalty: 4872.360352
	Iteration 69Q: 3 clusters Score -2440578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2440580.750000 Penalty: 4872.360352
	Iteration 70Q: 3 clusters Score -2440581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2440585.000000 Penalty: 4872.360352
	Iteration 71Q: 3 clusters Score -2440585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2440582.000000 Penalty: 4872.360352
	Iteration 72Q: 3 clusters Score -2440582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2440584.000000 Penalty: 4872.360352
	Iteration 73Q: 3 clusters Score -2440584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2440585.250000 Penalty: 4872.360352
	Iteration 74Q: 3 clusters Score -2440585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2440590.750000 Penalty: 4872.360352
	Iteration 75Q: 3 clusters Score -2440591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2440590.000000 Penalty: 4872.360352
	Iteration 76Q: 3 clusters Score -2440590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2440588.500000 Penalty: 4872.360352
	Iteration 77Q: 3 clusters Score -2440588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2440587.250000 Penalty: 4872.360352
	Iteration 78Q: 3 clusters Score -2440587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2440588.750000 Penalty: 4872.360352
	Iteration 79Q: 3 clusters Score -2440589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2440588.500000 Penalty: 4872.360352
	Iteration 80F: 3 clusters Score -2440588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2440588.500000 Penalty: 4872.360352
	Iteration 81Q: 3 clusters Score -2440588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2440589.750000 Penalty: 4872.360352
	Iteration 82Q: 3 clusters Score -2440590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2440596.250000 Penalty: 4872.360352
	Iteration 83Q: 3 clusters Score -2440596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2440596.500000 Penalty: 4872.360352
	Iteration 84Q: 3 clusters Score -2440596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2440596.250000 Penalty: 4872.360352
	Iteration 85Q: 3 clusters Score -2440596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2440597.750000 Penalty: 4872.360352
	Iteration 86Q: 3 clusters Score -2440598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2440599.500000 Penalty: 4872.360352
	Iteration 87Q: 3 clusters Score -2440600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2440598.250000 Penalty: 4872.360352
	Iteration 88Q: 3 clusters Score -2440598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2440599.750000 Penalty: 4872.360352
	Iteration 89Q: 3 clusters Score -2440600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2440600.250000 Penalty: 4872.360352
	Iteration 90Q: 3 clusters Score -2440600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2440599.500000 Penalty: 4872.360352
	Iteration 91Q: 3 clusters Score -2440600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2440600.250000 Penalty: 4872.360352
	Iteration 92Q: 3 clusters Score -2440600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2440599.750000 Penalty: 4872.360352
	Iteration 93Q: 3 clusters Score -2440600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2440599.750000 Penalty: 4872.360352
	Iteration 94F: 3 clusters Score -2440600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59619.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -59619.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58210.445312 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -58210.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58600.835938 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -58600.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58792.433594 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -58792.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58876.125000 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -58876.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58969.625000 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -58969.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59111.746094 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -59111.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59224.691406 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -59224.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59325.347656 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -59325.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59407.039062 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -59407.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59433.695312 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -59433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59438.128906 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -59438.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59439.476562 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -59439.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59439.476562 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -59439.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Entering Unmasked Estep 
Score: -4407726.500000 Penalty: 2591.905762
	Iteration 0F: 2 clusters Score -4407726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4384165.000000 Penalty: 5183.811523
	Iteration 0F: 3 clusters Score -4384165 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4392717.500000 Penalty: 5183.811523
	Iteration 1F: 3 clusters Score -4392718 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4393366.500000 Penalty: 5183.811523
	Iteration 2Q: 3 clusters Score -4393366 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4394182.500000 Penalty: 5183.811523
	Iteration 3Q: 3 clusters Score -4394182 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4395310.500000 Penalty: 5183.811523
	Iteration 4F: 3 clusters Score -4395310 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4396642.000000 Penalty: 5183.811523
	Iteration 5F: 3 clusters Score -4396642 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4398101.000000 Penalty: 5183.811523
	Iteration 6F: 3 clusters Score -4398101 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4399624.500000 Penalty: 5183.811523
	Iteration 7F: 3 clusters Score -4399624 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4401171.500000 Penalty: 5183.811523
	Iteration 8F: 3 clusters Score -4401172 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4402671.500000 Penalty: 5183.811523
	Iteration 9F: 3 clusters Score -4402672 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4403646.500000 Penalty: 5183.811523
	Iteration 10Q: 3 clusters Score -4403646 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4404207.500000 Penalty: 5183.811523
	Iteration 11Q: 3 clusters Score -4404208 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4404506.000000 Penalty: 5183.811523
	Iteration 12Q: 3 clusters Score -4404506 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4404748.500000 Penalty: 5183.811523
	Iteration 13Q: 3 clusters Score -4404748 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4404925.500000 Penalty: 5183.811523
	Iteration 14Q: 3 clusters Score -4404926 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4405051.000000 Penalty: 5183.811523
	Iteration 15Q: 3 clusters Score -4405051 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4405181.500000 Penalty: 5183.811523
	Iteration 16Q: 3 clusters Score -4405182 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -4405294.000000 Penalty: 5183.811523
	Iteration 17Q: 3 clusters Score -4405294 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4405388.000000 Penalty: 5183.811523
	Iteration 18Q: 3 clusters Score -4405388 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4405483.000000 Penalty: 5183.811523
	Iteration 19Q: 3 clusters Score -4405483 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4405601.000000 Penalty: 5183.811523
	Iteration 20F: 3 clusters Score -4405601 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4405682.000000 Penalty: 5183.811523
	Iteration 21Q: 3 clusters Score -4405682 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4405774.500000 Penalty: 5183.811523
	Iteration 22Q: 3 clusters Score -4405774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4405911.500000 Penalty: 5183.811523
	Iteration 23Q: 3 clusters Score -4405912 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4406008.000000 Penalty: 5183.811523
	Iteration 24Q: 3 clusters Score -4406008 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4406082.000000 Penalty: 5183.811523
	Iteration 25Q: 3 clusters Score -4406082 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4406141.000000 Penalty: 5183.811523
	Iteration 26Q: 3 clusters Score -4406141 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4406194.000000 Penalty: 5183.811523
	Iteration 27Q: 3 clusters Score -4406194 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4406219.000000 Penalty: 5183.811523
	Iteration 28Q: 3 clusters Score -4406219 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4406253.000000 Penalty: 5183.811523
	Iteration 29Q: 3 clusters Score -4406253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4406267.000000 Penalty: 5183.811523
	Iteration 30Q: 3 clusters Score -4406267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4406282.500000 Penalty: 5183.811523
	Iteration 31Q: 3 clusters Score -4406282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4406296.000000 Penalty: 5183.811523
	Iteration 32Q: 3 clusters Score -4406296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4406299.000000 Penalty: 5183.811523
	Iteration 33Q: 3 clusters Score -4406299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4406307.000000 Penalty: 5183.811523
	Iteration 34Q: 3 clusters Score -4406307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4406324.000000 Penalty: 5183.811523
	Iteration 35Q: 3 clusters Score -4406324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4406328.000000 Penalty: 5183.811523
	Iteration 36Q: 3 clusters Score -4406328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4406334.000000 Penalty: 5183.811523
	Iteration 37Q: 3 clusters Score -4406334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4406337.500000 Penalty: 5183.811523
	Iteration 38Q: 3 clusters Score -4406338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4406351.500000 Penalty: 5183.811523
	Iteration 39Q: 3 clusters Score -4406352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4406344.500000 Penalty: 5183.811523
	Iteration 40F: 3 clusters Score -4406344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4406358.000000 Penalty: 5183.811523
	Iteration 41Q: 3 clusters Score -4406358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4406356.000000 Penalty: 5183.811523
	Iteration 42Q: 3 clusters Score -4406356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4406360.000000 Penalty: 5183.811523
	Iteration 43Q: 3 clusters Score -4406360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4406365.500000 Penalty: 5183.811523
	Iteration 44Q: 3 clusters Score -4406366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4406369.500000 Penalty: 5183.811523
	Iteration 45Q: 3 clusters Score -4406370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4406364.500000 Penalty: 5183.811523
	Iteration 46Q: 3 clusters Score -4406364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4406366.500000 Penalty: 5183.811523
	Iteration 47Q: 3 clusters Score -4406366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -4406364.000000 Penalty: 5183.811523
	Iteration 48Q: 3 clusters Score -4406364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4406368.500000 Penalty: 5183.811523
	Iteration 49Q: 3 clusters Score -4406368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4406363.000000 Penalty: 5183.811523
	Iteration 50Q: 3 clusters Score -4406363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -4406361.500000 Penalty: 5183.811523
	Iteration 51Q: 3 clusters Score -4406362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4406369.000000 Penalty: 5183.811523
	Iteration 52Q: 3 clusters Score -4406369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4406371.000000 Penalty: 5183.811523
	Iteration 53Q: 3 clusters Score -4406371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4406371.000000 Penalty: 5183.811523
	Iteration 54F: 3 clusters Score -4406371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Entering Unmasked Estep 
Score: -1744753.875000 Penalty: 2363.753418
	Iteration 0F: 2 clusters Score -1744754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1734719.000000 Penalty: 4727.506836
	Iteration 0F: 3 clusters Score -1734719 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1737885.250000 Penalty: 4727.506836
	Iteration 1F: 3 clusters Score -1737885 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1738270.875000 Penalty: 4727.506836
	Iteration 2F: 3 clusters Score -1738271 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1738629.125000 Penalty: 4727.506836
	Iteration 3F: 3 clusters Score -1738629 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1739010.625000 Penalty: 4727.506836
	Iteration 4F: 3 clusters Score -1739011 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1739417.000000 Penalty: 4727.506836
	Iteration 5F: 3 clusters Score -1739417 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1739877.375000 Penalty: 4727.506836
	Iteration 6F: 3 clusters Score -1739877 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1740324.500000 Penalty: 4727.506836
	Iteration 7F: 3 clusters Score -1740324 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1740689.125000 Penalty: 4727.506836
	Iteration 8Q: 3 clusters Score -1740689 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1741005.375000 Penalty: 4727.506836
	Iteration 9Q: 3 clusters Score -1741005 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1741277.875000 Penalty: 4727.506836
	Iteration 10Q: 3 clusters Score -1741278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1741490.250000 Penalty: 4727.506836
	Iteration 11Q: 3 clusters Score -1741490 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1741662.625000 Penalty: 4727.506836
	Iteration 12Q: 3 clusters Score -1741663 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1741776.375000 Penalty: 4727.506836
	Iteration 13Q: 3 clusters Score -1741776 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1741873.625000 Penalty: 4727.506836
	Iteration 14Q: 3 clusters Score -1741874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1741954.250000 Penalty: 4727.506836
	Iteration 15Q: 3 clusters Score -1741954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1742023.500000 Penalty: 4727.506836
	Iteration 16Q: 3 clusters Score -1742024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1742083.750000 Penalty: 4727.506836
	Iteration 17Q: 3 clusters Score -1742084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1742144.625000 Penalty: 4727.506836
	Iteration 18Q: 3 clusters Score -1742145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1742203.125000 Penalty: 4727.506836
	Iteration 19Q: 3 clusters Score -1742203 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1742266.750000 Penalty: 4727.506836
	Iteration 20F: 3 clusters Score -1742267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1742324.875000 Penalty: 4727.506836
	Iteration 21Q: 3 clusters Score -1742325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1742386.500000 Penalty: 4727.506836
	Iteration 22Q: 3 clusters Score -1742386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1742455.500000 Penalty: 4727.506836
	Iteration 23Q: 3 clusters Score -1742456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1742510.750000 Penalty: 4727.506836
	Iteration 24Q: 3 clusters Score -1742511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1742562.500000 Penalty: 4727.506836
	Iteration 25Q: 3 clusters Score -1742562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1742610.125000 Penalty: 4727.506836
	Iteration 26Q: 3 clusters Score -1742610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1742648.250000 Penalty: 4727.506836
	Iteration 27Q: 3 clusters Score -1742648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1742668.750000 Penalty: 4727.506836
	Iteration 28Q: 3 clusters Score -1742669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1742698.750000 Penalty: 4727.506836
	Iteration 29Q: 3 clusters Score -1742699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1742707.500000 Penalty: 4727.506836
	Iteration 30Q: 3 clusters Score -1742708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1742715.625000 Penalty: 4727.506836
	Iteration 31Q: 3 clusters Score -1742716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1742720.500000 Penalty: 4727.506836
	Iteration 32Q: 3 clusters Score -1742720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1742724.000000 Penalty: 4727.506836
	Iteration 33Q: 3 clusters Score -1742724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1742728.000000 Penalty: 4727.506836
	Iteration 34Q: 3 clusters Score -1742728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1742730.375000 Penalty: 4727.506836
	Iteration 35Q: 3 clusters Score -1742730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1742732.500000 Penalty: 4727.506836
	Iteration 36Q: 3 clusters Score -1742732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1742731.625000 Penalty: 4727.506836
	Iteration 37Q: 3 clusters Score -1742732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1742731.625000 Penalty: 4727.506836
	Iteration 38F: 3 clusters Score -1742732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -1179684.875000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -1179685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1172148.250000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -1172148 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1174264.250000 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -1174264 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1174594.750000 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -1174595 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1174810.125000 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -1174810 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1174972.750000 Penalty: 4552.658203
	Iteration 4Q: 3 clusters Score -1174973 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1175112.000000 Penalty: 4552.658203
	Iteration 5Q: 3 clusters Score -1175112 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1175217.375000 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -1175217 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1175337.750000 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -1175338 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1175504.750000 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -1175505 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1175742.875000 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -1175743 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1176079.250000 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -1176079 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1176519.375000 Penalty: 4552.658203
	Iteration 11F: 3 clusters Score -1176519 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1176975.250000 Penalty: 4552.658203
	Iteration 12F: 3 clusters Score -1176975 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1177381.000000 Penalty: 4552.658203
	Iteration 13F: 3 clusters Score -1177381 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1177698.625000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -1177699 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1177901.875000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -1177902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1178019.500000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -1178020 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1178101.500000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -1178102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1178160.375000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -1178160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1178207.250000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -1178207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1178235.375000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -1178235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1178266.375000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -1178266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1178291.750000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -1178292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1178305.125000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -1178305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1178315.125000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -1178315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1178323.375000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -1178323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1178335.500000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -1178336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1178338.625000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -1178339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1178343.250000 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -1178343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1178345.750000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -1178346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1178349.375000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -1178349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1178354.875000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -1178355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1178351.000000 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -1178351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1178350.625000 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -1178351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1178354.875000 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -1178355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1178358.500000 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -1178358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1178359.250000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -1178359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1178361.750000 Penalty: 4552.658203
	Iteration 37Q: 3 clusters Score -1178362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1178364.000000 Penalty: 4552.658203
	Iteration 38Q: 3 clusters Score -1178364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1178366.000000 Penalty: 4552.658203
	Iteration 39Q: 3 clusters Score -1178366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1178369.625000 Penalty: 4552.658203
	Iteration 40F: 3 clusters Score -1178370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1178371.375000 Penalty: 4552.658203
	Iteration 41Q: 3 clusters Score -1178371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1178371.875000 Penalty: 4552.658203
	Iteration 42Q: 3 clusters Score -1178372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1178374.250000 Penalty: 4552.658203
	Iteration 43Q: 3 clusters Score -1178374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1178375.250000 Penalty: 4552.658203
	Iteration 44Q: 3 clusters Score -1178375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1178377.250000 Penalty: 4552.658203
	Iteration 45Q: 3 clusters Score -1178377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1178376.000000 Penalty: 4552.658203
	Iteration 46Q: 3 clusters Score -1178376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1178372.625000 Penalty: 4552.658203
	Iteration 47Q: 3 clusters Score -1178373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1178375.625000 Penalty: 4552.658203
	Iteration 48Q: 3 clusters Score -1178376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1178375.625000 Penalty: 4552.658203
	Iteration 49F: 3 clusters Score -1178376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Entering Unmasked Estep 
Score: -6255296.500000 Penalty: 2695.683594
	Iteration 0F: 2 clusters Score -6255296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6219847.000000 Penalty: 5391.367188
	Iteration 0F: 3 clusters Score -6219847 nChanged 24392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -6233912.000000 Penalty: 5391.367188
	Iteration 1F: 3 clusters Score -6233912 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6234901.500000 Penalty: 5391.367188
	Iteration 2F: 3 clusters Score -6234902 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -6235879.500000 Penalty: 5391.367188
	Iteration 3Q: 3 clusters Score -6235880 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6237005.500000 Penalty: 5391.367188
	Iteration 4Q: 3 clusters Score -6237006 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -6238196.000000 Penalty: 5391.367188
	Iteration 5Q: 3 clusters Score -6238196 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -6239527.000000 Penalty: 5391.367188
	Iteration 6F: 3 clusters Score -6239527 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -6241021.500000 Penalty: 5391.367188
	Iteration 7F: 3 clusters Score -6241022 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -6242459.500000 Penalty: 5391.367188
	Iteration 8Q: 3 clusters Score -6242460 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -6243753.000000 Penalty: 5391.367188
	Iteration 9Q: 3 clusters Score -6243753 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -6244795.000000 Penalty: 5391.367188
	Iteration 10Q: 3 clusters Score -6244795 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6245622.000000 Penalty: 5391.367188
	Iteration 11Q: 3 clusters Score -6245622 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -6246161.000000 Penalty: 5391.367188
	Iteration 12Q: 3 clusters Score -6246161 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6246531.000000 Penalty: 5391.367188
	Iteration 13Q: 3 clusters Score -6246531 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6246761.500000 Penalty: 5391.367188
	Iteration 14Q: 3 clusters Score -6246762 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -6246965.500000 Penalty: 5391.367188
	Iteration 15Q: 3 clusters Score -6246966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -6247141.000000 Penalty: 5391.367188
	Iteration 16Q: 3 clusters Score -6247141 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -6247318.500000 Penalty: 5391.367188
	Iteration 17Q: 3 clusters Score -6247318 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -6247517.000000 Penalty: 5391.367188
	Iteration 18Q: 3 clusters Score -6247517 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6247741.000000 Penalty: 5391.367188
	Iteration 19Q: 3 clusters Score -6247741 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6248028.000000 Penalty: 5391.367188
	Iteration 20F: 3 clusters Score -6248028 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -6248320.000000 Penalty: 5391.367188
	Iteration 21Q: 3 clusters Score -6248320 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -6248646.500000 Penalty: 5391.367188
	Iteration 22Q: 3 clusters Score -6248646 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -6248963.000000 Penalty: 5391.367188
	Iteration 23Q: 3 clusters Score -6248963 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -6249280.500000 Penalty: 5391.367188
	Iteration 24Q: 3 clusters Score -6249280 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -6249596.000000 Penalty: 5391.367188
	Iteration 25Q: 3 clusters Score -6249596 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -6249956.000000 Penalty: 5391.367188
	Iteration 26Q: 3 clusters Score -6249956 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6250327.500000 Penalty: 5391.367188
	Iteration 27Q: 3 clusters Score -6250328 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6250751.000000 Penalty: 5391.367188
	Iteration 28Q: 3 clusters Score -6250751 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6251248.000000 Penalty: 5391.367188
	Iteration 29Q: 3 clusters Score -6251248 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6251744.000000 Penalty: 5391.367188
	Iteration 30Q: 3 clusters Score -6251744 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6252139.000000 Penalty: 5391.367188
	Iteration 31Q: 3 clusters Score -6252139 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -6252428.000000 Penalty: 5391.367188
	Iteration 32Q: 3 clusters Score -6252428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6252639.000000 Penalty: 5391.367188
	Iteration 33Q: 3 clusters Score -6252639 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -6252855.500000 Penalty: 5391.367188
	Iteration 34Q: 3 clusters Score -6252856 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6253069.500000 Penalty: 5391.367188
	Iteration 35Q: 3 clusters Score -6253070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6253223.500000 Penalty: 5391.367188
	Iteration 36Q: 3 clusters Score -6253224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -6253331.000000 Penalty: 5391.367188
	Iteration 37Q: 3 clusters Score -6253331 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -6253417.500000 Penalty: 5391.367188
	Iteration 38Q: 3 clusters Score -6253418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -6253496.000000 Penalty: 5391.367188
	Iteration 39Q: 3 clusters Score -6253496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6253522.500000 Penalty: 5391.367188
	Iteration 40F: 3 clusters Score -6253522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6253569.500000 Penalty: 5391.367188
	Iteration 41Q: 3 clusters Score -6253570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6253586.500000 Penalty: 5391.367188
	Iteration 42Q: 3 clusters Score -6253586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6253611.000000 Penalty: 5391.367188
	Iteration 43Q: 3 clusters Score -6253611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6253626.500000 Penalty: 5391.367188
	Iteration 44Q: 3 clusters Score -6253626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -6253639.000000 Penalty: 5391.367188
	Iteration 45Q: 3 clusters Score -6253639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6253645.000000 Penalty: 5391.367188
	Iteration 46Q: 3 clusters Score -6253645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6253653.000000 Penalty: 5391.367188
	Iteration 47Q: 3 clusters Score -6253653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6253665.500000 Penalty: 5391.367188
	Iteration 48Q: 3 clusters Score -6253666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -6253669.500000 Penalty: 5391.367188
	Iteration 49Q: 3 clusters Score -6253670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6253674.000000 Penalty: 5391.367188
	Iteration 50Q: 3 clusters Score -6253674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6253682.000000 Penalty: 5391.367188
	Iteration 51Q: 3 clusters Score -6253682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6253683.500000 Penalty: 5391.367188
	Iteration 52Q: 3 clusters Score -6253684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -6253677.500000 Penalty: 5391.367188
	Iteration 53Q: 3 clusters Score -6253678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6253681.500000 Penalty: 5391.367188
	Iteration 54Q: 3 clusters Score -6253682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6253686.500000 Penalty: 5391.367188
	Iteration 55Q: 3 clusters Score -6253686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6253684.500000 Penalty: 5391.367188
	Iteration 56Q: 3 clusters Score -6253684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6253691.000000 Penalty: 5391.367188
	Iteration 57Q: 3 clusters Score -6253691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6253691.000000 Penalty: 5391.367188
	Iteration 58F: 3 clusters Score -6253691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Entering Unmasked Estep 
Score: -7474322.000000 Penalty: 2715.956543
	Iteration 0F: 2 clusters Score -7474322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -7436054.500000 Penalty: 5431.913086
	Iteration 0F: 3 clusters Score -7436054 nChanged 26437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -7450609.000000 Penalty: 5431.913086
	Iteration 1F: 3 clusters Score -7450609 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -7451130.000000 Penalty: 5431.913086
	Iteration 2Q: 3 clusters Score -7451130 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -7451620.000000 Penalty: 5431.913086
	Iteration 3Q: 3 clusters Score -7451620 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7452085.500000 Penalty: 5431.913086
	Iteration 4Q: 3 clusters Score -7452086 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7452650.500000 Penalty: 5431.913086
	Iteration 5Q: 3 clusters Score -7452650 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -7453285.500000 Penalty: 5431.913086
	Iteration 6Q: 3 clusters Score -7453286 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -7454102.000000 Penalty: 5431.913086
	Iteration 7Q: 3 clusters Score -7454102 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -7455272.000000 Penalty: 5431.913086
	Iteration 8Q: 3 clusters Score -7455272 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -7456860.500000 Penalty: 5431.913086
	Iteration 9Q: 3 clusters Score -7456860 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7458820.500000 Penalty: 5431.913086
	Iteration 10F: 3 clusters Score -7458820 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -7460770.500000 Penalty: 5431.913086
	Iteration 11F: 3 clusters Score -7460770 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7462400.000000 Penalty: 5431.913086
	Iteration 12Q: 3 clusters Score -7462400 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -7463519.000000 Penalty: 5431.913086
	Iteration 13Q: 3 clusters Score -7463519 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -7464097.000000 Penalty: 5431.913086
	Iteration 14Q: 3 clusters Score -7464097 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -7464398.500000 Penalty: 5431.913086
	Iteration 15Q: 3 clusters Score -7464398 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -7464615.500000 Penalty: 5431.913086
	Iteration 16Q: 3 clusters Score -7464616 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7464747.500000 Penalty: 5431.913086
	Iteration 17Q: 3 clusters Score -7464748 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -7464883.500000 Penalty: 5431.913086
	Iteration 18Q: 3 clusters Score -7464884 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -7465003.500000 Penalty: 5431.913086
	Iteration 19Q: 3 clusters Score -7465004 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -7465167.500000 Penalty: 5431.913086
	Iteration 20F: 3 clusters Score -7465168 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -7465287.500000 Penalty: 5431.913086
	Iteration 21Q: 3 clusters Score -7465288 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -7465511.000000 Penalty: 5431.913086
	Iteration 22Q: 3 clusters Score -7465511 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7465759.000000 Penalty: 5431.913086
	Iteration 23Q: 3 clusters Score -7465759 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -7466011.500000 Penalty: 5431.913086
	Iteration 24Q: 3 clusters Score -7466012 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -7466293.000000 Penalty: 5431.913086
	Iteration 25Q: 3 clusters Score -7466293 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -7466638.000000 Penalty: 5431.913086
	Iteration 26Q: 3 clusters Score -7466638 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -7466957.000000 Penalty: 5431.913086
	Iteration 27Q: 3 clusters Score -7466957 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -7467363.500000 Penalty: 5431.913086
	Iteration 28Q: 3 clusters Score -7467364 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -7467837.000000 Penalty: 5431.913086
	Iteration 29Q: 3 clusters Score -7467837 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -7468339.500000 Penalty: 5431.913086
	Iteration 30Q: 3 clusters Score -7468340 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7468887.000000 Penalty: 5431.913086
	Iteration 31Q: 3 clusters Score -7468887 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -7469423.500000 Penalty: 5431.913086
	Iteration 32Q: 3 clusters Score -7469424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7470033.500000 Penalty: 5431.913086
	Iteration 33Q: 3 clusters Score -7470034 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7470577.000000 Penalty: 5431.913086
	Iteration 34Q: 3 clusters Score -7470577 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7471008.000000 Penalty: 5431.913086
	Iteration 35Q: 3 clusters Score -7471008 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7471311.500000 Penalty: 5431.913086
	Iteration 36Q: 3 clusters Score -7471312 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7471530.500000 Penalty: 5431.913086
	Iteration 37Q: 3 clusters Score -7471530 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7471684.000000 Penalty: 5431.913086
	Iteration 38Q: 3 clusters Score -7471684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7471780.500000 Penalty: 5431.913086
	Iteration 39Q: 3 clusters Score -7471780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7471861.500000 Penalty: 5431.913086
	Iteration 40F: 3 clusters Score -7471862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7471902.000000 Penalty: 5431.913086
	Iteration 41Q: 3 clusters Score -7471902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7471939.500000 Penalty: 5431.913086
	Iteration 42Q: 3 clusters Score -7471940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7471965.500000 Penalty: 5431.913086
	Iteration 43Q: 3 clusters Score -7471966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7471991.000000 Penalty: 5431.913086
	Iteration 44Q: 3 clusters Score -7471991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7472014.000000 Penalty: 5431.913086
	Iteration 45Q: 3 clusters Score -7472014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7472034.000000 Penalty: 5431.913086
	Iteration 46Q: 3 clusters Score -7472034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7472051.500000 Penalty: 5431.913086
	Iteration 47Q: 3 clusters Score -7472052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7472052.000000 Penalty: 5431.913086
	Iteration 48Q: 3 clusters Score -7472052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7472064.000000 Penalty: 5431.913086
	Iteration 49Q: 3 clusters Score -7472064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7472063.000000 Penalty: 5431.913086
	Iteration 50Q: 3 clusters Score -7472063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7472067.000000 Penalty: 5431.913086
	Iteration 51Q: 3 clusters Score -7472067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7472065.000000 Penalty: 5431.913086
	Iteration 52Q: 3 clusters Score -7472065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7472075.000000 Penalty: 5431.913086
	Iteration 53Q: 3 clusters Score -7472075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7472074.500000 Penalty: 5431.913086
	Iteration 54Q: 3 clusters Score -7472074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7472070.500000 Penalty: 5431.913086
	Iteration 55Q: 3 clusters Score -7472070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7472077.500000 Penalty: 5431.913086
	Iteration 56Q: 3 clusters Score -7472078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7472084.500000 Penalty: 5431.913086
	Iteration 57Q: 3 clusters Score -7472084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7472084.000000 Penalty: 5431.913086
	Iteration 58Q: 3 clusters Score -7472084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7472089.500000 Penalty: 5431.913086
	Iteration 59Q: 3 clusters Score -7472090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7472092.500000 Penalty: 5431.913086
	Iteration 60F: 3 clusters Score -7472092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7472092.500000 Penalty: 5431.913086
	Iteration 61Q: 3 clusters Score -7472092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7472092.500000 Penalty: 5431.913086
	Iteration 62Q: 3 clusters Score -7472092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7472098.500000 Penalty: 5431.913086
	Iteration 63Q: 3 clusters Score -7472098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7472092.500000 Penalty: 5431.913086
	Iteration 64Q: 3 clusters Score -7472092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7472092.500000 Penalty: 5431.913086
	Iteration 65F: 3 clusters Score -7472092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Entering Unmasked Estep 
Score: -1673349.500000 Penalty: 2383.875244
	Iteration 0F: 2 clusters Score -1673350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1662556.500000 Penalty: 4767.750488
	Iteration 0F: 3 clusters Score -1662556 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1666288.875000 Penalty: 4767.750488
	Iteration 1F: 3 clusters Score -1666289 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1666911.750000 Penalty: 4767.750488
	Iteration 2F: 3 clusters Score -1666912 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1667459.250000 Penalty: 4767.750488
	Iteration 3F: 3 clusters Score -1667459 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1667988.500000 Penalty: 4767.750488
	Iteration 4F: 3 clusters Score -1667988 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1668469.500000 Penalty: 4767.750488
	Iteration 5F: 3 clusters Score -1668470 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1668841.250000 Penalty: 4767.750488
	Iteration 6Q: 3 clusters Score -1668841 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1669154.000000 Penalty: 4767.750488
	Iteration 7Q: 3 clusters Score -1669154 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1669424.750000 Penalty: 4767.750488
	Iteration 8Q: 3 clusters Score -1669425 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1669715.625000 Penalty: 4767.750488
	Iteration 9Q: 3 clusters Score -1669716 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1670040.250000 Penalty: 4767.750488
	Iteration 10Q: 3 clusters Score -1670040 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1670348.375000 Penalty: 4767.750488
	Iteration 11Q: 3 clusters Score -1670348 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1670668.375000 Penalty: 4767.750488
	Iteration 12Q: 3 clusters Score -1670668 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1671001.875000 Penalty: 4767.750488
	Iteration 13Q: 3 clusters Score -1671002 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1671385.500000 Penalty: 4767.750488
	Iteration 14Q: 3 clusters Score -1671386 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1671809.375000 Penalty: 4767.750488
	Iteration 15Q: 3 clusters Score -1671809 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1672231.500000 Penalty: 4767.750488
	Iteration 16Q: 3 clusters Score -1672232 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1672664.125000 Penalty: 4767.750488
	Iteration 17Q: 3 clusters Score -1672664 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1672966.875000 Penalty: 4767.750488
	Iteration 18Q: 3 clusters Score -1672967 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1673131.000000 Penalty: 4767.750488
	Iteration 19Q: 3 clusters Score -1673131 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1673212.750000 Penalty: 4767.750488
	Iteration 20F: 3 clusters Score -1673213 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1673249.625000 Penalty: 4767.750488
	Iteration 21Q: 3 clusters Score -1673250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1673271.500000 Penalty: 4767.750488
	Iteration 22Q: 3 clusters Score -1673272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1673282.625000 Penalty: 4767.750488
	Iteration 23Q: 3 clusters Score -1673283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1673284.750000 Penalty: 4767.750488
	Iteration 24Q: 3 clusters Score -1673285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1673290.875000 Penalty: 4767.750488
	Iteration 25Q: 3 clusters Score -1673291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1673296.250000 Penalty: 4767.750488
	Iteration 26Q: 3 clusters Score -1673296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1673297.250000 Penalty: 4767.750488
	Iteration 27Q: 3 clusters Score -1673297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1673297.125000 Penalty: 4767.750488
	Iteration 28Q: 3 clusters Score -1673297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1673299.125000 Penalty: 4767.750488
	Iteration 29Q: 3 clusters Score -1673299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1673301.125000 Penalty: 4767.750488
	Iteration 30Q: 3 clusters Score -1673301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1673302.500000 Penalty: 4767.750488
	Iteration 31Q: 3 clusters Score -1673302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1673299.500000 Penalty: 4767.750488
	Iteration 32Q: 3 clusters Score -1673300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1673304.500000 Penalty: 4767.750488
	Iteration 33Q: 3 clusters Score -1673304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1673306.250000 Penalty: 4767.750488
	Iteration 34Q: 3 clusters Score -1673306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1673306.125000 Penalty: 4767.750488
	Iteration 35Q: 3 clusters Score -1673306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1673304.625000 Penalty: 4767.750488
	Iteration 36Q: 3 clusters Score -1673305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1673303.750000 Penalty: 4767.750488
	Iteration 37Q: 3 clusters Score -1673304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1673303.750000 Penalty: 4767.750488
	Iteration 38F: 3 clusters Score -1673304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Entering Unmasked Estep 
Score: -527649.375000 Penalty: 2076.641113
	Iteration 0F: 2 clusters Score -527649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -523543.718750 Penalty: 4153.282227
	Iteration 0F: 3 clusters Score -523543.7 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -524497.437500 Penalty: 4153.282227
	Iteration 1F: 3 clusters Score -524497.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -524691.375000 Penalty: 4153.282227
	Iteration 2F: 3 clusters Score -524691.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -524813.875000 Penalty: 4153.282227
	Iteration 3F: 3 clusters Score -524813.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -524911.187500 Penalty: 4153.282227
	Iteration 4Q: 3 clusters Score -524911.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524997.437500 Penalty: 4153.282227
	Iteration 5Q: 3 clusters Score -524997.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -525098.437500 Penalty: 4153.282227
	Iteration 6Q: 3 clusters Score -525098.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -525203.750000 Penalty: 4153.282227
	Iteration 7Q: 3 clusters Score -525203.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -525339.312500 Penalty: 4153.282227
	Iteration 8Q: 3 clusters Score -525339.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -525474.500000 Penalty: 4153.282227
	Iteration 9Q: 3 clusters Score -525474.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -525610.687500 Penalty: 4153.282227
	Iteration 10Q: 3 clusters Score -525610.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -525750.312500 Penalty: 4153.282227
	Iteration 11Q: 3 clusters Score -525750.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -525854.687500 Penalty: 4153.282227
	Iteration 12Q: 3 clusters Score -525854.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -525938.812500 Penalty: 4153.282227
	Iteration 13Q: 3 clusters Score -525938.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -526004.000000 Penalty: 4153.282227
	Iteration 14Q: 3 clusters Score -526004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -526061.625000 Penalty: 4153.282227
	Iteration 15Q: 3 clusters Score -526061.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -526111.375000 Penalty: 4153.282227
	Iteration 16Q: 3 clusters Score -526111.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -526155.250000 Penalty: 4153.282227
	Iteration 17Q: 3 clusters Score -526155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -526185.187500 Penalty: 4153.282227
	Iteration 18Q: 3 clusters Score -526185.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -526210.062500 Penalty: 4153.282227
	Iteration 19Q: 3 clusters Score -526210.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -526235.687500 Penalty: 4153.282227
	Iteration 20F: 3 clusters Score -526235.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -526254.875000 Penalty: 4153.282227
	Iteration 21Q: 3 clusters Score -526254.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -526272.062500 Penalty: 4153.282227
	Iteration 22Q: 3 clusters Score -526272.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -526287.625000 Penalty: 4153.282227
	Iteration 23Q: 3 clusters Score -526287.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -526299.500000 Penalty: 4153.282227
	Iteration 24Q: 3 clusters Score -526299.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -526312.000000 Penalty: 4153.282227
	Iteration 25Q: 3 clusters Score -526312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -526319.937500 Penalty: 4153.282227
	Iteration 26Q: 3 clusters Score -526319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -526324.375000 Penalty: 4153.282227
	Iteration 27Q: 3 clusters Score -526324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -526326.437500 Penalty: 4153.282227
	Iteration 28Q: 3 clusters Score -526326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -526328.187500 Penalty: 4153.282227
	Iteration 29Q: 3 clusters Score -526328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -526328.937500 Penalty: 4153.282227
	Iteration 30Q: 3 clusters Score -526328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -526329.812500 Penalty: 4153.282227
	Iteration 31Q: 3 clusters Score -526329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -526331.250000 Penalty: 4153.282227
	Iteration 32Q: 3 clusters Score -526331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -526331.312500 Penalty: 4153.282227
	Iteration 33Q: 3 clusters Score -526331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526331.937500 Penalty: 4153.282227
	Iteration 34Q: 3 clusters Score -526331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526331.937500 Penalty: 4153.282227
	Iteration 35F: 3 clusters Score -526331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -729388.125000 Penalty: 2181.904297
	Iteration 0F: 2 clusters Score -729388.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -723833.937500 Penalty: 4363.808594
	Iteration 0F: 3 clusters Score -723833.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -725432.375000 Penalty: 4363.808594
	Iteration 1F: 3 clusters Score -725432.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -725784.312500 Penalty: 4363.808594
	Iteration 2F: 3 clusters Score -725784.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -726022.875000 Penalty: 4363.808594
	Iteration 3F: 3 clusters Score -726022.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -726196.562500 Penalty: 4363.808594
	Iteration 4Q: 3 clusters Score -726196.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -726347.187500 Penalty: 4363.808594
	Iteration 5Q: 3 clusters Score -726347.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -726479.062500 Penalty: 4363.808594
	Iteration 6Q: 3 clusters Score -726479.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -726583.312500 Penalty: 4363.808594
	Iteration 7Q: 3 clusters Score -726583.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -726677.875000 Penalty: 4363.808594
	Iteration 8Q: 3 clusters Score -726677.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -726774.625000 Penalty: 4363.808594
	Iteration 9Q: 3 clusters Score -726774.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -726866.312500 Penalty: 4363.808594
	Iteration 10Q: 3 clusters Score -726866.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -726938.562500 Penalty: 4363.808594
	Iteration 11Q: 3 clusters Score -726938.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -727008.250000 Penalty: 4363.808594
	Iteration 12Q: 3 clusters Score -727008.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -727064.187500 Penalty: 4363.808594
	Iteration 13Q: 3 clusters Score -727064.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -727110.562500 Penalty: 4363.808594
	Iteration 14Q: 3 clusters Score -727110.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -727149.750000 Penalty: 4363.808594
	Iteration 15Q: 3 clusters Score -727149.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -727191.750000 Penalty: 4363.808594
	Iteration 16Q: 3 clusters Score -727191.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -727227.312500 Penalty: 4363.808594
	Iteration 17Q: 3 clusters Score -727227.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -727264.562500 Penalty: 4363.808594
	Iteration 18Q: 3 clusters Score -727264.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -727296.437500 Penalty: 4363.808594
	Iteration 19Q: 3 clusters Score -727296.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -727332.875000 Penalty: 4363.808594
	Iteration 20F: 3 clusters Score -727332.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -727358.375000 Penalty: 4363.808594
	Iteration 21Q: 3 clusters Score -727358.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -727385.750000 Penalty: 4363.808594
	Iteration 22Q: 3 clusters Score -727385.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -727403.500000 Penalty: 4363.808594
	Iteration 23Q: 3 clusters Score -727403.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -727425.375000 Penalty: 4363.808594
	Iteration 24Q: 3 clusters Score -727425.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -727441.937500 Penalty: 4363.808594
	Iteration 25Q: 3 clusters Score -727441.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -727452.937500 Penalty: 4363.808594
	Iteration 26Q: 3 clusters Score -727452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -727464.312500 Penalty: 4363.808594
	Iteration 27Q: 3 clusters Score -727464.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -727472.312500 Penalty: 4363.808594
	Iteration 28Q: 3 clusters Score -727472.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -727481.500000 Penalty: 4363.808594
	Iteration 29Q: 3 clusters Score -727481.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -727490.437500 Penalty: 4363.808594
	Iteration 30Q: 3 clusters Score -727490.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -727494.687500 Penalty: 4363.808594
	Iteration 31Q: 3 clusters Score -727494.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -727499.562500 Penalty: 4363.808594
	Iteration 32Q: 3 clusters Score -727499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -727505.187500 Penalty: 4363.808594
	Iteration 33Q: 3 clusters Score -727505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -727509.687500 Penalty: 4363.808594
	Iteration 34Q: 3 clusters Score -727509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -727511.625000 Penalty: 4363.808594
	Iteration 35Q: 3 clusters Score -727511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -727514.687500 Penalty: 4363.808594
	Iteration 36Q: 3 clusters Score -727514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -727517.500000 Penalty: 4363.808594
	Iteration 37Q: 3 clusters Score -727517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -727523.937500 Penalty: 4363.808594
	Iteration 38Q: 3 clusters Score -727523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -727526.937500 Penalty: 4363.808594
	Iteration 39Q: 3 clusters Score -727526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -727530.312500 Penalty: 4363.808594
	Iteration 40F: 3 clusters Score -727530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -727532.937500 Penalty: 4363.808594
	Iteration 41Q: 3 clusters Score -727532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -727536.375000 Penalty: 4363.808594
	Iteration 42Q: 3 clusters Score -727536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -727538.187500 Penalty: 4363.808594
	Iteration 43Q: 3 clusters Score -727538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -727540.875000 Penalty: 4363.808594
	Iteration 44Q: 3 clusters Score -727540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -727543.437500 Penalty: 4363.808594
	Iteration 45Q: 3 clusters Score -727543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -727547.000000 Penalty: 4363.808594
	Iteration 46Q: 3 clusters Score -727547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -727548.937500 Penalty: 4363.808594
	Iteration 47Q: 3 clusters Score -727548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -727550.937500 Penalty: 4363.808594
	Iteration 48Q: 3 clusters Score -727550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -727552.187500 Penalty: 4363.808594
	Iteration 49Q: 3 clusters Score -727552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -727554.000000 Penalty: 4363.808594
	Iteration 50Q: 3 clusters Score -727554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -727557.812500 Penalty: 4363.808594
	Iteration 51Q: 3 clusters Score -727557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -727558.812500 Penalty: 4363.808594
	Iteration 52Q: 3 clusters Score -727558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -727560.500000 Penalty: 4363.808594
	Iteration 53Q: 3 clusters Score -727560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -727562.062500 Penalty: 4363.808594
	Iteration 54Q: 3 clusters Score -727562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -727564.062500 Penalty: 4363.808594
	Iteration 55Q: 3 clusters Score -727564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -727566.625000 Penalty: 4363.808594
	Iteration 56Q: 3 clusters Score -727566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -727568.500000 Penalty: 4363.808594
	Iteration 57Q: 3 clusters Score -727568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -727568.375000 Penalty: 4363.808594
	Iteration 58Q: 3 clusters Score -727568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -727569.875000 Penalty: 4363.808594
	Iteration 59Q: 3 clusters Score -727569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -727570.500000 Penalty: 4363.808594
	Iteration 60F: 3 clusters Score -727570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -727571.687500 Penalty: 4363.808594
	Iteration 61Q: 3 clusters Score -727571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -727573.625000 Penalty: 4363.808594
	Iteration 62Q: 3 clusters Score -727573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -727572.937500 Penalty: 4363.808594
	Iteration 63Q: 3 clusters Score -727572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -727574.125000 Penalty: 4363.808594
	Iteration 64Q: 3 clusters Score -727574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -727576.562500 Penalty: 4363.808594
	Iteration 65Q: 3 clusters Score -727576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -727576.562500 Penalty: 4363.808594
	Iteration 66Q: 3 clusters Score -727576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -727576.937500 Penalty: 4363.808594
	Iteration 67Q: 3 clusters Score -727576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -727576.937500 Penalty: 4363.808594
	Iteration 68F: 3 clusters Score -727576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Entering Unmasked Estep 
Score: -5324203.000000 Penalty: 2633.380371
	Iteration 0F: 2 clusters Score -5324203 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 20253 members 
Entering Unmasked Estep 
Score: -5296508.000000 Penalty: 5266.760742
	Iteration 0F: 3 clusters Score -5296508 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5307538.500000 Penalty: 5266.760742
	Iteration 1F: 3 clusters Score -5307538 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5309061.500000 Penalty: 5266.760742
	Iteration 2F: 3 clusters Score -5309062 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5311059.000000 Penalty: 5266.760742
	Iteration 3F: 3 clusters Score -5311059 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5313441.000000 Penalty: 5266.760742
	Iteration 4F: 3 clusters Score -5313441 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5315729.500000 Penalty: 5266.760742
	Iteration 5F: 3 clusters Score -5315730 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -5317445.500000 Penalty: 5266.760742
	Iteration 6F: 3 clusters Score -5317446 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5318686.000000 Penalty: 5266.760742
	Iteration 7Q: 3 clusters Score -5318686 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5319737.500000 Penalty: 5266.760742
	Iteration 8Q: 3 clusters Score -5319738 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5320552.000000 Penalty: 5266.760742
	Iteration 9Q: 3 clusters Score -5320552 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5321073.500000 Penalty: 5266.760742
	Iteration 10Q: 3 clusters Score -5321074 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5321346.000000 Penalty: 5266.760742
	Iteration 11Q: 3 clusters Score -5321346 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -5321569.500000 Penalty: 5266.760742
	Iteration 12Q: 3 clusters Score -5321570 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5321734.500000 Penalty: 5266.760742
	Iteration 13Q: 3 clusters Score -5321734 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5321836.500000 Penalty: 5266.760742
	Iteration 14Q: 3 clusters Score -5321836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5321888.500000 Penalty: 5266.760742
	Iteration 15Q: 3 clusters Score -5321888 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5321942.000000 Penalty: 5266.760742
	Iteration 16Q: 3 clusters Score -5321942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5321999.500000 Penalty: 5266.760742
	Iteration 17Q: 3 clusters Score -5322000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5322043.000000 Penalty: 5266.760742
	Iteration 18Q: 3 clusters Score -5322043 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5322069.500000 Penalty: 5266.760742
	Iteration 19Q: 3 clusters Score -5322070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5322098.000000 Penalty: 5266.760742
	Iteration 20F: 3 clusters Score -5322098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5322133.000000 Penalty: 5266.760742
	Iteration 21Q: 3 clusters Score -5322133 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5322151.000000 Penalty: 5266.760742
	Iteration 22Q: 3 clusters Score -5322151 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5322171.500000 Penalty: 5266.760742
	Iteration 23Q: 3 clusters Score -5322172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5322180.000000 Penalty: 5266.760742
	Iteration 24Q: 3 clusters Score -5322180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5322187.000000 Penalty: 5266.760742
	Iteration 25Q: 3 clusters Score -5322187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5322203.000000 Penalty: 5266.760742
	Iteration 26Q: 3 clusters Score -5322203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5322229.500000 Penalty: 5266.760742
	Iteration 27Q: 3 clusters Score -5322230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5322227.500000 Penalty: 5266.760742
	Iteration 28Q: 3 clusters Score -5322228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5322227.500000 Penalty: 5266.760742
	Iteration 29Q: 3 clusters Score -5322228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5322239.500000 Penalty: 5266.760742
	Iteration 30Q: 3 clusters Score -5322240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5322238.000000 Penalty: 5266.760742
	Iteration 31Q: 3 clusters Score -5322238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5322232.500000 Penalty: 5266.760742
	Iteration 32Q: 3 clusters Score -5322232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5322248.000000 Penalty: 5266.760742
	Iteration 33Q: 3 clusters Score -5322248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5322251.000000 Penalty: 5266.760742
	Iteration 34Q: 3 clusters Score -5322251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5322247.500000 Penalty: 5266.760742
	Iteration 35Q: 3 clusters Score -5322248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5322260.500000 Penalty: 5266.760742
	Iteration 36Q: 3 clusters Score -5322260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5322254.500000 Penalty: 5266.760742
	Iteration 37Q: 3 clusters Score -5322254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5322257.500000 Penalty: 5266.760742
	Iteration 38Q: 3 clusters Score -5322258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5322250.000000 Penalty: 5266.760742
	Iteration 39Q: 3 clusters Score -5322250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5322254.500000 Penalty: 5266.760742
	Iteration 40F: 3 clusters Score -5322254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5322260.500000 Penalty: 5266.760742
	Iteration 41Q: 3 clusters Score -5322260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5322256.000000 Penalty: 5266.760742
	Iteration 42Q: 3 clusters Score -5322256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5322256.000000 Penalty: 5266.760742
	Iteration 43Q: 3 clusters Score -5322256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5322253.500000 Penalty: 5266.760742
	Iteration 44Q: 3 clusters Score -5322254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5322247.000000 Penalty: 5266.760742
	Iteration 45Q: 3 clusters Score -5322247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5322261.000000 Penalty: 5266.760742
	Iteration 46Q: 3 clusters Score -5322261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5322262.500000 Penalty: 5266.760742
	Iteration 47Q: 3 clusters Score -5322262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5322256.000000 Penalty: 5266.760742
	Iteration 48Q: 3 clusters Score -5322256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5322257.000000 Penalty: 5266.760742
	Iteration 49Q: 3 clusters Score -5322257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5322259.000000 Penalty: 5266.760742
	Iteration 50Q: 3 clusters Score -5322259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5322259.000000 Penalty: 5266.760742
	Iteration 51Q: 3 clusters Score -5322259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5322277.500000 Penalty: 5266.760742
	Iteration 52Q: 3 clusters Score -5322278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5322296.500000 Penalty: 5266.760742
	Iteration 53Q: 3 clusters Score -5322296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5322286.000000 Penalty: 5266.760742
	Iteration 54Q: 3 clusters Score -5322286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5322283.500000 Penalty: 5266.760742
	Iteration 55Q: 3 clusters Score -5322284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5322277.500000 Penalty: 5266.760742
	Iteration 56Q: 3 clusters Score -5322278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5322277.000000 Penalty: 5266.760742
	Iteration 57Q: 3 clusters Score -5322277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5322285.000000 Penalty: 5266.760742
	Iteration 58Q: 3 clusters Score -5322285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5322286.000000 Penalty: 5266.760742
	Iteration 59Q: 3 clusters Score -5322286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5322287.000000 Penalty: 5266.760742
	Iteration 60F: 3 clusters Score -5322287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5322285.500000 Penalty: 5266.760742
	Iteration 61Q: 3 clusters Score -5322286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5322287.500000 Penalty: 5266.760742
	Iteration 62Q: 3 clusters Score -5322288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5322297.500000 Penalty: 5266.760742
	Iteration 63Q: 3 clusters Score -5322298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5322304.000000 Penalty: 5266.760742
	Iteration 64Q: 3 clusters Score -5322304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5322305.000000 Penalty: 5266.760742
	Iteration 65Q: 3 clusters Score -5322305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5322299.500000 Penalty: 5266.760742
	Iteration 66Q: 3 clusters Score -5322300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5322302.500000 Penalty: 5266.760742
	Iteration 67Q: 3 clusters Score -5322302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5322305.000000 Penalty: 5266.760742
	Iteration 68Q: 3 clusters Score -5322305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5322302.500000 Penalty: 5266.760742
	Iteration 69Q: 3 clusters Score -5322302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5322302.500000 Penalty: 5266.760742
	Iteration 70F: 3 clusters Score -5322302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -502547.531250 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -502547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -498630.593750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -498630.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -499483.437500 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -499483.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -499683.843750 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -499683.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -499803.781250 Penalty: 4120.132324
	Iteration 3Q: 3 clusters Score -499803.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -499891.375000 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -499891.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -499961.562500 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -499961.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -500018.031250 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -500018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -500074.843750 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -500074.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -500123.000000 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -500123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -500165.812500 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -500165.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -500209.156250 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -500209.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -500247.843750 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -500247.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -500281.281250 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -500281.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -500322.937500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -500322.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -500367.218750 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -500367.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -500413.281250 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -500413.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -500454.687500 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -500454.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -500493.062500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -500493.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -500532.093750 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -500532.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -500571.718750 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -500571.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -500596.343750 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -500596.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -500617.125000 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -500617.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -500635.968750 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -500636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -500656.843750 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -500656.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -500676.687500 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -500676.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -500700.812500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -500700.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -500727.625000 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -500727.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -500750.687500 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -500750.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -500768.625000 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -500768.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -500798.531250 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -500798.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -500835.468750 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -500835.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -500867.375000 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -500867.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -500901.406250 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -500901.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -500946.531250 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -500946.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -500984.656250 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -500984.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -501023.343750 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -501023.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -501070.437500 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -501070.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -501127.437500 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -501127.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -501167.500000 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -501167.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -501193.031250 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -501193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501206.437500 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -501206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -501218.281250 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -501218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -501228.500000 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -501228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501241.562500 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -501241.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -501252.781250 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -501252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -501269.781250 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -501269.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -501283.187500 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -501283.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -501296.093750 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -501296.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -501304.625000 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -501304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -501310.218750 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -501310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -501313.687500 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -501313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -501314.187500 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -501314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -501315.375000 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -501315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -501315.187500 Penalty: 4120.132324
	Iteration 53Q: 3 clusters Score -501315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -501315.187500 Penalty: 4120.132324
	Iteration 54F: 3 clusters Score -501315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Entering Unmasked Estep 
Score: -1493517.500000 Penalty: 2324.791504
	Iteration 0F: 2 clusters Score -1493518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1484732.750000 Penalty: 4649.583008
	Iteration 0F: 3 clusters Score -1484733 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1487329.125000 Penalty: 4649.583008
	Iteration 1F: 3 clusters Score -1487329 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1487649.375000 Penalty: 4649.583008
	Iteration 2F: 3 clusters Score -1487649 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1487900.625000 Penalty: 4649.583008
	Iteration 3Q: 3 clusters Score -1487901 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1488154.250000 Penalty: 4649.583008
	Iteration 4Q: 3 clusters Score -1488154 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1488402.750000 Penalty: 4649.583008
	Iteration 5Q: 3 clusters Score -1488403 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1488655.125000 Penalty: 4649.583008
	Iteration 6Q: 3 clusters Score -1488655 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1488946.875000 Penalty: 4649.583008
	Iteration 7Q: 3 clusters Score -1488947 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1489302.750000 Penalty: 4649.583008
	Iteration 8Q: 3 clusters Score -1489303 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1489679.875000 Penalty: 4649.583008
	Iteration 9Q: 3 clusters Score -1489680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1490037.625000 Penalty: 4649.583008
	Iteration 10Q: 3 clusters Score -1490038 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1490348.125000 Penalty: 4649.583008
	Iteration 11Q: 3 clusters Score -1490348 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1490644.375000 Penalty: 4649.583008
	Iteration 12Q: 3 clusters Score -1490644 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1490906.875000 Penalty: 4649.583008
	Iteration 13Q: 3 clusters Score -1490907 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1491127.875000 Penalty: 4649.583008
	Iteration 14Q: 3 clusters Score -1491128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1491310.875000 Penalty: 4649.583008
	Iteration 15Q: 3 clusters Score -1491311 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1491457.250000 Penalty: 4649.583008
	Iteration 16Q: 3 clusters Score -1491457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1491548.500000 Penalty: 4649.583008
	Iteration 17Q: 3 clusters Score -1491548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1491612.875000 Penalty: 4649.583008
	Iteration 18Q: 3 clusters Score -1491613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1491658.125000 Penalty: 4649.583008
	Iteration 19Q: 3 clusters Score -1491658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1491693.875000 Penalty: 4649.583008
	Iteration 20F: 3 clusters Score -1491694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1491720.625000 Penalty: 4649.583008
	Iteration 21Q: 3 clusters Score -1491721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1491733.125000 Penalty: 4649.583008
	Iteration 22Q: 3 clusters Score -1491733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1491749.250000 Penalty: 4649.583008
	Iteration 23Q: 3 clusters Score -1491749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1491766.000000 Penalty: 4649.583008
	Iteration 24Q: 3 clusters Score -1491766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1491781.375000 Penalty: 4649.583008
	Iteration 25Q: 3 clusters Score -1491781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1491794.750000 Penalty: 4649.583008
	Iteration 26Q: 3 clusters Score -1491795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1491804.750000 Penalty: 4649.583008
	Iteration 27Q: 3 clusters Score -1491805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1491807.375000 Penalty: 4649.583008
	Iteration 28Q: 3 clusters Score -1491807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1491812.000000 Penalty: 4649.583008
	Iteration 29Q: 3 clusters Score -1491812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1491812.750000 Penalty: 4649.583008
	Iteration 30Q: 3 clusters Score -1491813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1491814.875000 Penalty: 4649.583008
	Iteration 31Q: 3 clusters Score -1491815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1491818.375000 Penalty: 4649.583008
	Iteration 32Q: 3 clusters Score -1491818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1491819.250000 Penalty: 4649.583008
	Iteration 33Q: 3 clusters Score -1491819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1491821.375000 Penalty: 4649.583008
	Iteration 34Q: 3 clusters Score -1491821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1491820.500000 Penalty: 4649.583008
	Iteration 35Q: 3 clusters Score -1491820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1491826.000000 Penalty: 4649.583008
	Iteration 36Q: 3 clusters Score -1491826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1491826.375000 Penalty: 4649.583008
	Iteration 37Q: 3 clusters Score -1491826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1491827.375000 Penalty: 4649.583008
	Iteration 38Q: 3 clusters Score -1491827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1491827.500000 Penalty: 4649.583008
	Iteration 39Q: 3 clusters Score -1491828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1491831.125000 Penalty: 4649.583008
	Iteration 40F: 3 clusters Score -1491831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1491835.750000 Penalty: 4649.583008
	Iteration 41Q: 3 clusters Score -1491836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1491836.500000 Penalty: 4649.583008
	Iteration 42Q: 3 clusters Score -1491836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1491837.000000 Penalty: 4649.583008
	Iteration 43Q: 3 clusters Score -1491837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1491838.000000 Penalty: 4649.583008
	Iteration 44Q: 3 clusters Score -1491838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1491839.250000 Penalty: 4649.583008
	Iteration 45Q: 3 clusters Score -1491839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1491839.500000 Penalty: 4649.583008
	Iteration 46Q: 3 clusters Score -1491840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1491839.500000 Penalty: 4649.583008
	Iteration 47Q: 3 clusters Score -1491840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1491840.250000 Penalty: 4649.583008
	Iteration 48Q: 3 clusters Score -1491840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1491841.375000 Penalty: 4649.583008
	Iteration 49Q: 3 clusters Score -1491841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1491844.875000 Penalty: 4649.583008
	Iteration 50Q: 3 clusters Score -1491845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1491842.375000 Penalty: 4649.583008
	Iteration 51Q: 3 clusters Score -1491842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1491841.625000 Penalty: 4649.583008
	Iteration 52Q: 3 clusters Score -1491842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1491842.375000 Penalty: 4649.583008
	Iteration 53Q: 3 clusters Score -1491842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1491844.750000 Penalty: 4649.583008
	Iteration 54Q: 3 clusters Score -1491845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1491844.750000 Penalty: 4649.583008
	Iteration 55F: 3 clusters Score -1491845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -460203.437500 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -460203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -456516.937500 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -456516.9 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -457318.750000 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -457318.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -457511.281250 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -457511.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -457655.562500 Penalty: 4066.797852
	Iteration 3F: 3 clusters Score -457655.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -457776.718750 Penalty: 4066.797852
	Iteration 4Q: 3 clusters Score -457776.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -457905.531250 Penalty: 4066.797852
	Iteration 5Q: 3 clusters Score -457905.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -458029.062500 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -458029.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458179.093750 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -458179.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -458292.593750 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -458292.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -458392.250000 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -458392.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -458489.375000 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -458489.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -458569.250000 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -458569.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -458632.500000 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -458632.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458697.687500 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -458697.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -458751.093750 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -458751.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -458802.656250 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -458802.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -458858.468750 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -458858.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -458919.468750 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -458919.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -458980.781250 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -458980.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -459044.531250 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -459044.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459111.156250 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -459111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -459154.468750 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -459154.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -459181.656250 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -459181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -459204.281250 Penalty: 4066.797852
	Iteration 23Q: 3 clusters Score -459204.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -459234.093750 Penalty: 4066.797852
	Iteration 24Q: 3 clusters Score -459234.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -459252.687500 Penalty: 4066.797852
	Iteration 25Q: 3 clusters Score -459252.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -459265.500000 Penalty: 4066.797852
	Iteration 26Q: 3 clusters Score -459265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -459272.687500 Penalty: 4066.797852
	Iteration 27Q: 3 clusters Score -459272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -459276.500000 Penalty: 4066.797852
	Iteration 28Q: 3 clusters Score -459276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -459278.781250 Penalty: 4066.797852
	Iteration 29Q: 3 clusters Score -459278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -459280.093750 Penalty: 4066.797852
	Iteration 30Q: 3 clusters Score -459280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -459280.593750 Penalty: 4066.797852
	Iteration 31Q: 3 clusters Score -459280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -459280.593750 Penalty: 4066.797852
	Iteration 32F: 3 clusters Score -459280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Entering Unmasked Estep 
Score: -6817181.000000 Penalty: 2692.272461
	Iteration 0F: 2 clusters Score -6817181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6782218.500000 Penalty: 5384.544922
	Iteration 0F: 3 clusters Score -6782218 nChanged 23945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6795565.500000 Penalty: 5384.544922
	Iteration 1F: 3 clusters Score -6795566 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6796240.500000 Penalty: 5384.544922
	Iteration 2Q: 3 clusters Score -6796240 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6796993.500000 Penalty: 5384.544922
	Iteration 3Q: 3 clusters Score -6796994 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -6798040.500000 Penalty: 5384.544922
	Iteration 4Q: 3 clusters Score -6798040 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6799530.000000 Penalty: 5384.544922
	Iteration 5F: 3 clusters Score -6799530 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6801595.500000 Penalty: 5384.544922
	Iteration 6F: 3 clusters Score -6801596 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -6804172.500000 Penalty: 5384.544922
	Iteration 7F: 3 clusters Score -6804172 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -6806641.000000 Penalty: 5384.544922
	Iteration 8F: 3 clusters Score -6806641 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6808762.000000 Penalty: 5384.544922
	Iteration 9F: 3 clusters Score -6808762 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -6810640.500000 Penalty: 5384.544922
	Iteration 10Q: 3 clusters Score -6810640 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -6812045.000000 Penalty: 5384.544922
	Iteration 11Q: 3 clusters Score -6812045 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6812989.000000 Penalty: 5384.544922
	Iteration 12Q: 3 clusters Score -6812989 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6813661.000000 Penalty: 5384.544922
	Iteration 13Q: 3 clusters Score -6813661 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6814081.000000 Penalty: 5384.544922
	Iteration 14Q: 3 clusters Score -6814081 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6814333.000000 Penalty: 5384.544922
	Iteration 15Q: 3 clusters Score -6814333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6814495.000000 Penalty: 5384.544922
	Iteration 16Q: 3 clusters Score -6814495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6814606.500000 Penalty: 5384.544922
	Iteration 17Q: 3 clusters Score -6814606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6814657.500000 Penalty: 5384.544922
	Iteration 18Q: 3 clusters Score -6814658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6814688.500000 Penalty: 5384.544922
	Iteration 19Q: 3 clusters Score -6814688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6814715.500000 Penalty: 5384.544922
	Iteration 20F: 3 clusters Score -6814716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6814775.000000 Penalty: 5384.544922
	Iteration 21Q: 3 clusters Score -6814775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6814817.500000 Penalty: 5384.544922
	Iteration 22Q: 3 clusters Score -6814818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6814829.000000 Penalty: 5384.544922
	Iteration 23Q: 3 clusters Score -6814829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6814852.500000 Penalty: 5384.544922
	Iteration 24Q: 3 clusters Score -6814852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6814862.000000 Penalty: 5384.544922
	Iteration 25Q: 3 clusters Score -6814862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6814886.500000 Penalty: 5384.544922
	Iteration 26Q: 3 clusters Score -6814886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6814898.000000 Penalty: 5384.544922
	Iteration 27Q: 3 clusters Score -6814898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6814912.500000 Penalty: 5384.544922
	Iteration 28Q: 3 clusters Score -6814912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6814911.000000 Penalty: 5384.544922
	Iteration 29Q: 3 clusters Score -6814911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6814922.500000 Penalty: 5384.544922
	Iteration 30Q: 3 clusters Score -6814922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6814929.500000 Penalty: 5384.544922
	Iteration 31Q: 3 clusters Score -6814930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6814931.000000 Penalty: 5384.544922
	Iteration 32Q: 3 clusters Score -6814931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6814936.000000 Penalty: 5384.544922
	Iteration 33Q: 3 clusters Score -6814936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6814937.000000 Penalty: 5384.544922
	Iteration 34Q: 3 clusters Score -6814937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6814939.000000 Penalty: 5384.544922
	Iteration 35Q: 3 clusters Score -6814939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6814945.000000 Penalty: 5384.544922
	Iteration 36Q: 3 clusters Score -6814945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6814943.500000 Penalty: 5384.544922
	Iteration 37Q: 3 clusters Score -6814944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6814952.000000 Penalty: 5384.544922
	Iteration 38Q: 3 clusters Score -6814952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6814946.000000 Penalty: 5384.544922
	Iteration 39Q: 3 clusters Score -6814946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6814947.000000 Penalty: 5384.544922
	Iteration 40F: 3 clusters Score -6814947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6814944.500000 Penalty: 5384.544922
	Iteration 41Q: 3 clusters Score -6814944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6814944.500000 Penalty: 5384.544922
	Iteration 42Q: 3 clusters Score -6814944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6814958.500000 Penalty: 5384.544922
	Iteration 43Q: 3 clusters Score -6814958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6814959.000000 Penalty: 5384.544922
	Iteration 44Q: 3 clusters Score -6814959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6814960.000000 Penalty: 5384.544922
	Iteration 45Q: 3 clusters Score -6814960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6814959.500000 Penalty: 5384.544922
	Iteration 46Q: 3 clusters Score -6814960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6814956.000000 Penalty: 5384.544922
	Iteration 47Q: 3 clusters Score -6814956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6814956.000000 Penalty: 5384.544922
	Iteration 48F: 3 clusters Score -6814956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -2105540.250000 Penalty: 2412.470947
	Iteration 0F: 2 clusters Score -2105540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2093543.000000 Penalty: 4824.941895
	Iteration 0F: 3 clusters Score -2093543 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2097461.250000 Penalty: 4824.941895
	Iteration 1F: 3 clusters Score -2097461 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2097865.000000 Penalty: 4824.941895
	Iteration 2F: 3 clusters Score -2097865 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2098229.500000 Penalty: 4824.941895
	Iteration 3F: 3 clusters Score -2098230 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2098529.750000 Penalty: 4824.941895
	Iteration 4Q: 3 clusters Score -2098530 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2098868.250000 Penalty: 4824.941895
	Iteration 5Q: 3 clusters Score -2098868 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2099303.500000 Penalty: 4824.941895
	Iteration 6Q: 3 clusters Score -2099304 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2099800.750000 Penalty: 4824.941895
	Iteration 7Q: 3 clusters Score -2099801 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2100375.250000 Penalty: 4824.941895
	Iteration 8Q: 3 clusters Score -2100375 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2101016.750000 Penalty: 4824.941895
	Iteration 9F: 3 clusters Score -2101017 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2101709.000000 Penalty: 4824.941895
	Iteration 10F: 3 clusters Score -2101709 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2102323.500000 Penalty: 4824.941895
	Iteration 11Q: 3 clusters Score -2102324 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2102802.750000 Penalty: 4824.941895
	Iteration 12Q: 3 clusters Score -2102803 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2103166.000000 Penalty: 4824.941895
	Iteration 13Q: 3 clusters Score -2103166 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2103432.250000 Penalty: 4824.941895
	Iteration 14Q: 3 clusters Score -2103432 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2103615.000000 Penalty: 4824.941895
	Iteration 15Q: 3 clusters Score -2103615 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2103759.500000 Penalty: 4824.941895
	Iteration 16Q: 3 clusters Score -2103760 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2103870.750000 Penalty: 4824.941895
	Iteration 17Q: 3 clusters Score -2103871 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2103992.250000 Penalty: 4824.941895
	Iteration 18Q: 3 clusters Score -2103992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2104123.000000 Penalty: 4824.941895
	Iteration 19Q: 3 clusters Score -2104123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2104248.250000 Penalty: 4824.941895
	Iteration 20F: 3 clusters Score -2104248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2104387.000000 Penalty: 4824.941895
	Iteration 21Q: 3 clusters Score -2104387 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2104555.000000 Penalty: 4824.941895
	Iteration 22Q: 3 clusters Score -2104555 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2104729.750000 Penalty: 4824.941895
	Iteration 23Q: 3 clusters Score -2104730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2104889.000000 Penalty: 4824.941895
	Iteration 24Q: 3 clusters Score -2104889 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2104971.250000 Penalty: 4824.941895
	Iteration 25Q: 3 clusters Score -2104971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2105017.250000 Penalty: 4824.941895
	Iteration 26Q: 3 clusters Score -2105017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2105062.750000 Penalty: 4824.941895
	Iteration 27Q: 3 clusters Score -2105063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2105080.750000 Penalty: 4824.941895
	Iteration 28Q: 3 clusters Score -2105081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2105098.000000 Penalty: 4824.941895
	Iteration 29Q: 3 clusters Score -2105098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2105102.000000 Penalty: 4824.941895
	Iteration 30Q: 3 clusters Score -2105102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2105110.250000 Penalty: 4824.941895
	Iteration 31Q: 3 clusters Score -2105110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2105112.750000 Penalty: 4824.941895
	Iteration 32Q: 3 clusters Score -2105113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2105116.250000 Penalty: 4824.941895
	Iteration 33Q: 3 clusters Score -2105116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2105117.250000 Penalty: 4824.941895
	Iteration 34Q: 3 clusters Score -2105117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2105120.000000 Penalty: 4824.941895
	Iteration 35Q: 3 clusters Score -2105120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2105119.000000 Penalty: 4824.941895
	Iteration 36Q: 3 clusters Score -2105119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2105120.250000 Penalty: 4824.941895
	Iteration 37Q: 3 clusters Score -2105120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2105120.250000 Penalty: 4824.941895
	Iteration 38F: 3 clusters Score -2105120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -949393.875000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -949393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -942638.250000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -942638.2 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -944626.625000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -944626.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -945172.812500 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -945172.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -945867.562500 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -945867.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -946696.625000 Penalty: 4501.473145
	Iteration 4F: 3 clusters Score -946696.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -947354.750000 Penalty: 4501.473145
	Iteration 5F: 3 clusters Score -947354.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -947886.000000 Penalty: 4501.473145
	Iteration 6F: 3 clusters Score -947886 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -948308.062500 Penalty: 4501.473145
	Iteration 7F: 3 clusters Score -948308.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -948587.125000 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -948587.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -948712.437500 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -948712.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -948795.625000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -948795.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -948860.062500 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -948860.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -948923.812500 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -948923.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -948982.875000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -948982.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -949029.437500 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -949029.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -949065.187500 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -949065.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -949086.750000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -949086.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -949105.500000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -949105.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -949138.687500 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -949138.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -949187.000000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -949187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -949232.000000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -949232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -949267.312500 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -949267.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -949291.687500 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -949291.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -949303.937500 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -949303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -949315.875000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -949315.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -949322.875000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -949322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -949329.812500 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -949329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -949332.000000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -949332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -949336.687500 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -949336.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -949341.437500 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -949341.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -949342.437500 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -949342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -949345.812500 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -949345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -949349.750000 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -949349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -949352.062500 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -949352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -949352.687500 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -949352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -949354.000000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -949354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -949353.937500 Penalty: 4501.473145
	Iteration 36Q: 3 clusters Score -949353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -949353.937500 Penalty: 4501.473145
	Iteration 37F: 3 clusters Score -949353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (343273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343273 members 
Entering Unmasked Estep 
Score: -44476492.000000 Penalty: 3161.077881
	Iteration 0F: 2 clusters Score -4.447649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -44271192.000000 Penalty: 6322.155762
	Iteration 0F: 3 clusters Score -4.427119e+07 nChanged 166998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -44369232.000000 Penalty: 6322.155762
	Iteration 1F: 3 clusters Score -4.436923e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -44370324.000000 Penalty: 6322.155762
	Iteration 2Q: 3 clusters Score -4.437032e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -44371952.000000 Penalty: 6322.155762
	Iteration 3Q: 3 clusters Score -4.437195e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -44374180.000000 Penalty: 6322.155762
	Iteration 4Q: 3 clusters Score -4.437418e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 197428 members 
Entering Unmasked Estep 
Score: -44377540.000000 Penalty: 6322.155762
	Iteration 5Q: 3 clusters Score -4.437754e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 211912 members 
Entering Unmasked Estep 
Score: -44383060.000000 Penalty: 6322.155762
	Iteration 6Q: 3 clusters Score -4.438306e+07 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 231280 members 
Entering Unmasked Estep 
Score: -44391732.000000 Penalty: 6322.155762
	Iteration 7F: 3 clusters Score -4.439173e+07 nChanged 24104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 254220 members 
Entering Unmasked Estep 
Score: -44403248.000000 Penalty: 6322.155762
	Iteration 8F: 3 clusters Score -4.440325e+07 nChanged 23799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 277207 members 
Entering Unmasked Estep 
Score: -44418000.000000 Penalty: 6322.155762
	Iteration 9F: 3 clusters Score -4.4418e+07 nChanged 20091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 296688 members 
Entering Unmasked Estep 
Score: -44431768.000000 Penalty: 6322.155762
	Iteration 10F: 3 clusters Score -4.443177e+07 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 310841 members 
Entering Unmasked Estep 
Score: -44442368.000000 Penalty: 6322.155762
	Iteration 11Q: 3 clusters Score -4.444237e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 320248 members 
Entering Unmasked Estep 
Score: -44450228.000000 Penalty: 6322.155762
	Iteration 12Q: 3 clusters Score -4.445023e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 326511 members 
Entering Unmasked Estep 
Score: -44455892.000000 Penalty: 6322.155762
	Iteration 13Q: 3 clusters Score -4.445589e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 330851 members 
Entering Unmasked Estep 
Score: -44460904.000000 Penalty: 6322.155762
	Iteration 14Q: 3 clusters Score -4.44609e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 334196 members 
Entering Unmasked Estep 
Score: -44465092.000000 Penalty: 6322.155762
	Iteration 15Q: 3 clusters Score -4.446509e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 336803 members 
Entering Unmasked Estep 
Score: -44467528.000000 Penalty: 6322.155762
	Iteration 16Q: 3 clusters Score -4.446753e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 338693 members 
Entering Unmasked Estep 
Score: -44469120.000000 Penalty: 6322.155762
	Iteration 17Q: 3 clusters Score -4.446912e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 340109 members 
Entering Unmasked Estep 
Score: -44470344.000000 Penalty: 6322.155762
	Iteration 18Q: 3 clusters Score -4.447034e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 341052 members 
Entering Unmasked Estep 
Score: -44471484.000000 Penalty: 6322.155762
	Iteration 19Q: 3 clusters Score -4.447148e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 341676 members 
Entering Unmasked Estep 
Score: -44472264.000000 Penalty: 6322.155762
	Iteration 20F: 3 clusters Score -4.447226e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 342049 members 
Entering Unmasked Estep 
Score: -44472672.000000 Penalty: 6322.155762
	Iteration 21Q: 3 clusters Score -4.447267e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 342267 members 
Entering Unmasked Estep 
Score: -44472960.000000 Penalty: 6322.155762
	Iteration 22Q: 3 clusters Score -4.447296e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 342392 members 
Entering Unmasked Estep 
Score: -44473140.000000 Penalty: 6322.155762
	Iteration 23Q: 3 clusters Score -4.447314e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 342477 members 
Entering Unmasked Estep 
Score: -44473276.000000 Penalty: 6322.155762
	Iteration 24Q: 3 clusters Score -4.447328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 342550 members 
Entering Unmasked Estep 
Score: -44473380.000000 Penalty: 6322.155762
	Iteration 25Q: 3 clusters Score -4.447338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 342605 members 
Entering Unmasked Estep 
Score: -44473440.000000 Penalty: 6322.155762
	Iteration 26Q: 3 clusters Score -4.447344e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 342639 members 
Entering Unmasked Estep 
Score: -44473512.000000 Penalty: 6322.155762
	Iteration 27Q: 3 clusters Score -4.447351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 342667 members 
Entering Unmasked Estep 
Score: -44473520.000000 Penalty: 6322.155762
	Iteration 28Q: 3 clusters Score -4.447352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 342679 members 
Entering Unmasked Estep 
Score: -44473508.000000 Penalty: 6322.155762
	Iteration 29Q: 3 clusters Score -4.447351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 342691 members 
Entering Unmasked Estep 
Score: -44473504.000000 Penalty: 6322.155762
	Iteration 30Q: 3 clusters Score -4.44735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 342701 members 
Entering Unmasked Estep 
Score: -44473500.000000 Penalty: 6322.155762
	Iteration 31Q: 3 clusters Score -4.44735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 342710 members 
Entering Unmasked Estep 
Score: -44473508.000000 Penalty: 6322.155762
	Iteration 32Q: 3 clusters Score -4.447351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 342716 members 
Entering Unmasked Estep 
Score: -44473520.000000 Penalty: 6322.155762
	Iteration 33Q: 3 clusters Score -4.447352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 342717 members 
Entering Unmasked Estep 
Score: -44473516.000000 Penalty: 6322.155762
	Iteration 34Q: 3 clusters Score -4.447352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 342719 members 
Entering Unmasked Estep 
Score: -44473504.000000 Penalty: 6322.155762
	Iteration 35Q: 3 clusters Score -4.44735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 342721 members 
Entering Unmasked Estep 
Score: -44473524.000000 Penalty: 6322.155762
	Iteration 36Q: 3 clusters Score -4.447352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 342726 members 
Entering Unmasked Estep 
Score: -44473532.000000 Penalty: 6322.155762
	Iteration 37Q: 3 clusters Score -4.447353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 342729 members 
Entering Unmasked Estep 
Score: -44473548.000000 Penalty: 6322.155762
	Iteration 38Q: 3 clusters Score -4.447355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 342732 members 
Entering Unmasked Estep 
Score: -44473552.000000 Penalty: 6322.155762
	Iteration 39Q: 3 clusters Score -4.447355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 342733 members 
Entering Unmasked Estep 
Score: -44473560.000000 Penalty: 6322.155762
	Iteration 40F: 3 clusters Score -4.447356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 342736 members 
Entering Unmasked Estep 
Score: -44473564.000000 Penalty: 6322.155762
	Iteration 41Q: 3 clusters Score -4.447356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 342736 members 
Entering Unmasked Estep 
Score: -44473544.000000 Penalty: 6322.155762
	Iteration 42Q: 3 clusters Score -4.447354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 342737 members 
Entering Unmasked Estep 
Score: -44473544.000000 Penalty: 6322.155762
	Iteration 43Q: 3 clusters Score -4.447354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 342737 members 
Entering Unmasked Estep 
Score: -44473544.000000 Penalty: 6322.155762
	Iteration 44F: 3 clusters Score -4.447354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Entering Unmasked Estep 
Score: -5630435.000000 Penalty: 2652.912109
	Iteration 0F: 2 clusters Score -5630435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5600291.000000 Penalty: 5305.824219
	Iteration 0F: 3 clusters Score -5600291 nChanged 20602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5611748.000000 Penalty: 5305.824219
	Iteration 1F: 3 clusters Score -5611748 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5612249.000000 Penalty: 5305.824219
	Iteration 2Q: 3 clusters Score -5612249 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5612742.500000 Penalty: 5305.824219
	Iteration 3Q: 3 clusters Score -5612742 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5613170.500000 Penalty: 5305.824219
	Iteration 4Q: 3 clusters Score -5613170 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5613597.500000 Penalty: 5305.824219
	Iteration 5Q: 3 clusters Score -5613598 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5614098.000000 Penalty: 5305.824219
	Iteration 6Q: 3 clusters Score -5614098 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5614663.000000 Penalty: 5305.824219
	Iteration 7Q: 3 clusters Score -5614663 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5615252.500000 Penalty: 5305.824219
	Iteration 8Q: 3 clusters Score -5615252 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5616000.000000 Penalty: 5305.824219
	Iteration 9Q: 3 clusters Score -5616000 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5616922.000000 Penalty: 5305.824219
	Iteration 10Q: 3 clusters Score -5616922 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5618306.000000 Penalty: 5305.824219
	Iteration 11Q: 3 clusters Score -5618306 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -5619873.500000 Penalty: 5305.824219
	Iteration 12Q: 3 clusters Score -5619874 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5621389.500000 Penalty: 5305.824219
	Iteration 13Q: 3 clusters Score -5621390 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5622636.000000 Penalty: 5305.824219
	Iteration 14Q: 3 clusters Score -5622636 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5623530.000000 Penalty: 5305.824219
	Iteration 15Q: 3 clusters Score -5623530 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5624205.500000 Penalty: 5305.824219
	Iteration 16Q: 3 clusters Score -5624206 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5624693.500000 Penalty: 5305.824219
	Iteration 17Q: 3 clusters Score -5624694 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5625092.000000 Penalty: 5305.824219
	Iteration 18Q: 3 clusters Score -5625092 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5625501.500000 Penalty: 5305.824219
	Iteration 19Q: 3 clusters Score -5625502 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5625860.000000 Penalty: 5305.824219
	Iteration 20F: 3 clusters Score -5625860 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5626174.500000 Penalty: 5305.824219
	Iteration 21Q: 3 clusters Score -5626174 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5626479.500000 Penalty: 5305.824219
	Iteration 22Q: 3 clusters Score -5626480 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5626725.500000 Penalty: 5305.824219
	Iteration 23Q: 3 clusters Score -5626726 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5626957.000000 Penalty: 5305.824219
	Iteration 24Q: 3 clusters Score -5626957 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5627176.000000 Penalty: 5305.824219
	Iteration 25Q: 3 clusters Score -5627176 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5627344.000000 Penalty: 5305.824219
	Iteration 26Q: 3 clusters Score -5627344 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5627472.500000 Penalty: 5305.824219
	Iteration 27Q: 3 clusters Score -5627472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5627584.500000 Penalty: 5305.824219
	Iteration 28Q: 3 clusters Score -5627584 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -5627670.000000 Penalty: 5305.824219
	Iteration 29Q: 3 clusters Score -5627670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5627760.500000 Penalty: 5305.824219
	Iteration 30Q: 3 clusters Score -5627760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5627818.500000 Penalty: 5305.824219
	Iteration 31Q: 3 clusters Score -5627818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5627858.000000 Penalty: 5305.824219
	Iteration 32Q: 3 clusters Score -5627858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5627911.000000 Penalty: 5305.824219
	Iteration 33Q: 3 clusters Score -5627911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5627937.500000 Penalty: 5305.824219
	Iteration 34Q: 3 clusters Score -5627938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5627959.000000 Penalty: 5305.824219
	Iteration 35Q: 3 clusters Score -5627959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5627993.500000 Penalty: 5305.824219
	Iteration 36Q: 3 clusters Score -5627994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5628008.000000 Penalty: 5305.824219
	Iteration 37Q: 3 clusters Score -5628008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5628033.500000 Penalty: 5305.824219
	Iteration 38Q: 3 clusters Score -5628034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5628057.000000 Penalty: 5305.824219
	Iteration 39Q: 3 clusters Score -5628057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5628070.000000 Penalty: 5305.824219
	Iteration 40F: 3 clusters Score -5628070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5628088.500000 Penalty: 5305.824219
	Iteration 41Q: 3 clusters Score -5628088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5628091.500000 Penalty: 5305.824219
	Iteration 42Q: 3 clusters Score -5628092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5628091.500000 Penalty: 5305.824219
	Iteration 43Q: 3 clusters Score -5628092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5628094.500000 Penalty: 5305.824219
	Iteration 44Q: 3 clusters Score -5628094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5628102.500000 Penalty: 5305.824219
	Iteration 45Q: 3 clusters Score -5628102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5628107.500000 Penalty: 5305.824219
	Iteration 46Q: 3 clusters Score -5628108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -5628112.000000 Penalty: 5305.824219
	Iteration 47Q: 3 clusters Score -5628112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5628123.000000 Penalty: 5305.824219
	Iteration 48Q: 3 clusters Score -5628123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5628138.000000 Penalty: 5305.824219
	Iteration 49Q: 3 clusters Score -5628138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5628133.500000 Penalty: 5305.824219
	Iteration 50Q: 3 clusters Score -5628134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5628135.000000 Penalty: 5305.824219
	Iteration 51Q: 3 clusters Score -5628135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5628140.000000 Penalty: 5305.824219
	Iteration 52Q: 3 clusters Score -5628140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5628138.000000 Penalty: 5305.824219
	Iteration 53Q: 3 clusters Score -5628138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5628142.000000 Penalty: 5305.824219
	Iteration 54Q: 3 clusters Score -5628142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -5628141.500000 Penalty: 5305.824219
	Iteration 55Q: 3 clusters Score -5628142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5628142.500000 Penalty: 5305.824219
	Iteration 56Q: 3 clusters Score -5628142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5628139.500000 Penalty: 5305.824219
	Iteration 57Q: 3 clusters Score -5628140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5628141.500000 Penalty: 5305.824219
	Iteration 58Q: 3 clusters Score -5628142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5628144.000000 Penalty: 5305.824219
	Iteration 59Q: 3 clusters Score -5628144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5628149.500000 Penalty: 5305.824219
	Iteration 60F: 3 clusters Score -5628150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -214436.953125 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -214437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211984.343750 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -211984.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212435.906250 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -212435.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212525.515625 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -212525.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212571.828125 Penalty: 3704.382812
	Iteration 3Q: 3 clusters Score -212571.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212610.859375 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -212610.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -212635.968750 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -212636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212660.640625 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -212660.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212676.468750 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -212676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212687.531250 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -212687.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212696.406250 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -212696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212700.046875 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -212700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212702.171875 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -212702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212708.031250 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -212708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -212712.390625 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -212712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212714.796875 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -212714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212716.531250 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -212716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212717.484375 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -212717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212719.500000 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -212719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212719.515625 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -212719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212719.515625 Penalty: 3704.382812
	Iteration 19F: 3 clusters Score -212719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Entering Unmasked Estep 
Score: -1595420.625000 Penalty: 2351.320312
	Iteration 0F: 2 clusters Score -1595421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1585791.500000 Penalty: 4702.640625
	Iteration 0F: 3 clusters Score -1585792 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1588867.625000 Penalty: 4702.640625
	Iteration 1F: 3 clusters Score -1588868 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1589291.000000 Penalty: 4702.640625
	Iteration 2F: 3 clusters Score -1589291 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1589685.625000 Penalty: 4702.640625
	Iteration 3F: 3 clusters Score -1589686 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1590061.875000 Penalty: 4702.640625
	Iteration 4F: 3 clusters Score -1590062 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1590457.875000 Penalty: 4702.640625
	Iteration 5Q: 3 clusters Score -1590458 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1590873.125000 Penalty: 4702.640625
	Iteration 6Q: 3 clusters Score -1590873 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1591296.625000 Penalty: 4702.640625
	Iteration 7Q: 3 clusters Score -1591297 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1591675.125000 Penalty: 4702.640625
	Iteration 8Q: 3 clusters Score -1591675 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1591993.875000 Penalty: 4702.640625
	Iteration 9Q: 3 clusters Score -1591994 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1592287.875000 Penalty: 4702.640625
	Iteration 10Q: 3 clusters Score -1592288 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1592552.000000 Penalty: 4702.640625
	Iteration 11Q: 3 clusters Score -1592552 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1592811.125000 Penalty: 4702.640625
	Iteration 12Q: 3 clusters Score -1592811 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1593059.000000 Penalty: 4702.640625
	Iteration 13Q: 3 clusters Score -1593059 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1593307.250000 Penalty: 4702.640625
	Iteration 14Q: 3 clusters Score -1593307 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1593512.000000 Penalty: 4702.640625
	Iteration 15Q: 3 clusters Score -1593512 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1593695.375000 Penalty: 4702.640625
	Iteration 16Q: 3 clusters Score -1593695 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1593801.875000 Penalty: 4702.640625
	Iteration 17Q: 3 clusters Score -1593802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1593851.625000 Penalty: 4702.640625
	Iteration 18Q: 3 clusters Score -1593852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1593879.250000 Penalty: 4702.640625
	Iteration 19Q: 3 clusters Score -1593879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1593900.500000 Penalty: 4702.640625
	Iteration 20F: 3 clusters Score -1593900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1593924.250000 Penalty: 4702.640625
	Iteration 21Q: 3 clusters Score -1593924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1593934.625000 Penalty: 4702.640625
	Iteration 22Q: 3 clusters Score -1593935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1593945.125000 Penalty: 4702.640625
	Iteration 23Q: 3 clusters Score -1593945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1593956.250000 Penalty: 4702.640625
	Iteration 24Q: 3 clusters Score -1593956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1593958.125000 Penalty: 4702.640625
	Iteration 25Q: 3 clusters Score -1593958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1593962.875000 Penalty: 4702.640625
	Iteration 26Q: 3 clusters Score -1593963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1593966.875000 Penalty: 4702.640625
	Iteration 27Q: 3 clusters Score -1593967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1593973.000000 Penalty: 4702.640625
	Iteration 28Q: 3 clusters Score -1593973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1593978.750000 Penalty: 4702.640625
	Iteration 29Q: 3 clusters Score -1593979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1593979.125000 Penalty: 4702.640625
	Iteration 30Q: 3 clusters Score -1593979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1593981.875000 Penalty: 4702.640625
	Iteration 31Q: 3 clusters Score -1593982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1593983.000000 Penalty: 4702.640625
	Iteration 32Q: 3 clusters Score -1593983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1593988.625000 Penalty: 4702.640625
	Iteration 33Q: 3 clusters Score -1593989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1593989.125000 Penalty: 4702.640625
	Iteration 34Q: 3 clusters Score -1593989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1593988.500000 Penalty: 4702.640625
	Iteration 35Q: 3 clusters Score -1593988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1593987.375000 Penalty: 4702.640625
	Iteration 36Q: 3 clusters Score -1593987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1593993.000000 Penalty: 4702.640625
	Iteration 37Q: 3 clusters Score -1593993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1593992.625000 Penalty: 4702.640625
	Iteration 38Q: 3 clusters Score -1593993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1593992.750000 Penalty: 4702.640625
	Iteration 39Q: 3 clusters Score -1593993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1593991.625000 Penalty: 4702.640625
	Iteration 40F: 3 clusters Score -1593992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1593994.125000 Penalty: 4702.640625
	Iteration 41Q: 3 clusters Score -1593994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1593995.250000 Penalty: 4702.640625
	Iteration 42Q: 3 clusters Score -1593995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1593995.250000 Penalty: 4702.640625
	Iteration 43F: 3 clusters Score -1593995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -81677.648438 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -81677.65 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 384 members 
Entering Unmasked Estep 
Score: -80016.593750 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -80016.59 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80612.625000 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -80612.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81142.687500 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -81142.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81572.585938 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -81572.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81738.343750 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -81738.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81801.289062 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -81801.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -81920.179688 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -81920.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -81991.773438 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -81991.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82013.109375 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -82013.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82021.882812 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -82021.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82039.304688 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -82039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82046.039062 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -82046.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82047.539062 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -82047.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82082.468750 Penalty: 3276.898682
	Iteration 13F: 3 clusters Score -82082.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82377.742188 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -82377.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82512.781250 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -82512.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82517.992188 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -82517.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82524.882812 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -82524.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82531.593750 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -82531.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82537.734375 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -82537.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82549.570312 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -82549.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82564.562500 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -82564.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82591.679688 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -82591.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82607.031250 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -82607.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82618.960938 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -82618.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -82630.242188 Penalty: 3276.898682
	Iteration 25Q: 3 clusters Score -82630.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82644.742188 Penalty: 3276.898682
	Iteration 26Q: 3 clusters Score -82644.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -82661.359375 Penalty: 3276.898682
	Iteration 27Q: 3 clusters Score -82661.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -82672.078125 Penalty: 3276.898682
	Iteration 28Q: 3 clusters Score -82672.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82673.437500 Penalty: 3276.898682
	Iteration 29Q: 3 clusters Score -82673.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82674.851562 Penalty: 3276.898682
	Iteration 30F: 3 clusters Score -82674.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -82681.312500 Penalty: 3276.898682
	Iteration 31Q: 3 clusters Score -82681.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -82688.812500 Penalty: 3276.898682
	Iteration 32Q: 3 clusters Score -82688.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82696.601562 Penalty: 3276.898682
	Iteration 33Q: 3 clusters Score -82696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -82708.328125 Penalty: 3276.898682
	Iteration 34Q: 3 clusters Score -82708.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -82710.242188 Penalty: 3276.898682
	Iteration 35Q: 3 clusters Score -82710.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82711.570312 Penalty: 3276.898682
	Iteration 36Q: 3 clusters Score -82711.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82711.570312 Penalty: 3276.898682
	Iteration 37F: 3 clusters Score -82711.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 18459 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 13784 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 52559 members 
Mstep: Class 10 contains 57036 members 
Mstep: Class 11 contains 14949 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 8739 members 
Mstep: Class 21 contains 343273 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 35136 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 187 members 
Entering Unmasked Estep 
Score: -104943904.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104944120.000000 to -104943904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Entering Unmasked Estep 
Score: -1887889.500000 Penalty: 2372.989014
	Iteration 0F: 2 clusters Score -1887890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1877527.250000 Penalty: 4745.978027
	Iteration 0F: 3 clusters Score -1877527 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1880918.250000 Penalty: 4745.978027
	Iteration 1F: 3 clusters Score -1880918 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1881417.500000 Penalty: 4745.978027
	Iteration 2F: 3 clusters Score -1881418 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1881928.500000 Penalty: 4745.978027
	Iteration 3F: 3 clusters Score -1881928 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1882512.625000 Penalty: 4745.978027
	Iteration 4F: 3 clusters Score -1882513 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1883139.125000 Penalty: 4745.978027
	Iteration 5F: 3 clusters Score -1883139 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1883787.500000 Penalty: 4745.978027
	Iteration 6F: 3 clusters Score -1883788 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1884350.625000 Penalty: 4745.978027
	Iteration 7Q: 3 clusters Score -1884351 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1884832.750000 Penalty: 4745.978027
	Iteration 8Q: 3 clusters Score -1884833 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1885220.250000 Penalty: 4745.978027
	Iteration 9Q: 3 clusters Score -1885220 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1885468.375000 Penalty: 4745.978027
	Iteration 10Q: 3 clusters Score -1885468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1885655.875000 Penalty: 4745.978027
	Iteration 11Q: 3 clusters Score -1885656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1885761.750000 Penalty: 4745.978027
	Iteration 12Q: 3 clusters Score -1885762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1885829.750000 Penalty: 4745.978027
	Iteration 13Q: 3 clusters Score -1885830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1885868.875000 Penalty: 4745.978027
	Iteration 14Q: 3 clusters Score -1885869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1885889.500000 Penalty: 4745.978027
	Iteration 15Q: 3 clusters Score -1885890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1885909.250000 Penalty: 4745.978027
	Iteration 16Q: 3 clusters Score -1885909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1885925.375000 Penalty: 4745.978027
	Iteration 17Q: 3 clusters Score -1885925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1885944.375000 Penalty: 4745.978027
	Iteration 18Q: 3 clusters Score -1885944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1885961.500000 Penalty: 4745.978027
	Iteration 19Q: 3 clusters Score -1885962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1885969.250000 Penalty: 4745.978027
	Iteration 20F: 3 clusters Score -1885969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1885973.125000 Penalty: 4745.978027
	Iteration 21Q: 3 clusters Score -1885973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1885975.125000 Penalty: 4745.978027
	Iteration 22Q: 3 clusters Score -1885975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1885980.125000 Penalty: 4745.978027
	Iteration 23Q: 3 clusters Score -1885980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1885991.250000 Penalty: 4745.978027
	Iteration 24Q: 3 clusters Score -1885991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1885996.625000 Penalty: 4745.978027
	Iteration 25Q: 3 clusters Score -1885997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1886000.375000 Penalty: 4745.978027
	Iteration 26Q: 3 clusters Score -1886000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1886004.125000 Penalty: 4745.978027
	Iteration 27Q: 3 clusters Score -1886004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1886004.750000 Penalty: 4745.978027
	Iteration 28Q: 3 clusters Score -1886005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1886004.750000 Penalty: 4745.978027
	Iteration 29F: 3 clusters Score -1886005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -354185.250000 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -354185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351029.500000 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -351029.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -351650.406250 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -351650.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -351785.375000 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -351785.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -351851.812500 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -351851.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -351898.031250 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -351898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -351934.750000 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -351934.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -351968.093750 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -351968.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -351997.468750 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -351997.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -352016.500000 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -352016.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -352022.968750 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -352023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -352027.468750 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -352027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -352032.312500 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -352032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352037.625000 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -352037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -352044.406250 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -352044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352047.031250 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -352047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352048.531250 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -352048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -352048.406250 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -352048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -352048.406250 Penalty: 3936.228760
	Iteration 17F: 3 clusters Score -352048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -1081009.750000 Penalty: 2273.626953
	Iteration 0F: 2 clusters Score -1081010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1073647.000000 Penalty: 4547.253906
	Iteration 0F: 3 clusters Score -1073647 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1075757.875000 Penalty: 4547.253906
	Iteration 1F: 3 clusters Score -1075758 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1076097.875000 Penalty: 4547.253906
	Iteration 2F: 3 clusters Score -1076098 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1076356.875000 Penalty: 4547.253906
	Iteration 3F: 3 clusters Score -1076357 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1076587.375000 Penalty: 4547.253906
	Iteration 4Q: 3 clusters Score -1076587 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1076783.625000 Penalty: 4547.253906
	Iteration 5Q: 3 clusters Score -1076784 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1076953.125000 Penalty: 4547.253906
	Iteration 6Q: 3 clusters Score -1076953 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1077141.000000 Penalty: 4547.253906
	Iteration 7Q: 3 clusters Score -1077141 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1077335.625000 Penalty: 4547.253906
	Iteration 8Q: 3 clusters Score -1077336 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1077510.250000 Penalty: 4547.253906
	Iteration 9Q: 3 clusters Score -1077510 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1077645.000000 Penalty: 4547.253906
	Iteration 10Q: 3 clusters Score -1077645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1077774.375000 Penalty: 4547.253906
	Iteration 11Q: 3 clusters Score -1077774 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1077901.875000 Penalty: 4547.253906
	Iteration 12Q: 3 clusters Score -1077902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1078035.125000 Penalty: 4547.253906
	Iteration 13Q: 3 clusters Score -1078035 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1078152.750000 Penalty: 4547.253906
	Iteration 14Q: 3 clusters Score -1078153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1078280.125000 Penalty: 4547.253906
	Iteration 15Q: 3 clusters Score -1078280 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1078405.500000 Penalty: 4547.253906
	Iteration 16Q: 3 clusters Score -1078406 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1078531.750000 Penalty: 4547.253906
	Iteration 17Q: 3 clusters Score -1078532 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1078641.625000 Penalty: 4547.253906
	Iteration 18Q: 3 clusters Score -1078642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1078760.750000 Penalty: 4547.253906
	Iteration 19Q: 3 clusters Score -1078761 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1078852.125000 Penalty: 4547.253906
	Iteration 20F: 3 clusters Score -1078852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1078905.750000 Penalty: 4547.253906
	Iteration 21Q: 3 clusters Score -1078906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1078940.375000 Penalty: 4547.253906
	Iteration 22Q: 3 clusters Score -1078940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1078978.000000 Penalty: 4547.253906
	Iteration 23Q: 3 clusters Score -1078978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1079004.125000 Penalty: 4547.253906
	Iteration 24Q: 3 clusters Score -1079004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1079014.750000 Penalty: 4547.253906
	Iteration 25Q: 3 clusters Score -1079015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1079023.750000 Penalty: 4547.253906
	Iteration 26Q: 3 clusters Score -1079024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1079029.250000 Penalty: 4547.253906
	Iteration 27Q: 3 clusters Score -1079029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1079033.875000 Penalty: 4547.253906
	Iteration 28Q: 3 clusters Score -1079034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1079035.250000 Penalty: 4547.253906
	Iteration 29Q: 3 clusters Score -1079035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1079038.750000 Penalty: 4547.253906
	Iteration 30Q: 3 clusters Score -1079039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1079038.750000 Penalty: 4547.253906
	Iteration 31Q: 3 clusters Score -1079039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1079038.125000 Penalty: 4547.253906
	Iteration 32Q: 3 clusters Score -1079038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1079039.500000 Penalty: 4547.253906
	Iteration 33Q: 3 clusters Score -1079040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1079042.000000 Penalty: 4547.253906
	Iteration 34Q: 3 clusters Score -1079042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1079043.250000 Penalty: 4547.253906
	Iteration 35Q: 3 clusters Score -1079043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1079049.625000 Penalty: 4547.253906
	Iteration 36Q: 3 clusters Score -1079050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1079049.625000 Penalty: 4547.253906
	Iteration 37Q: 3 clusters Score -1079050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1079055.500000 Penalty: 4547.253906
	Iteration 38Q: 3 clusters Score -1079056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1079060.000000 Penalty: 4547.253906
	Iteration 39Q: 3 clusters Score -1079060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1079062.250000 Penalty: 4547.253906
	Iteration 40F: 3 clusters Score -1079062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1079065.875000 Penalty: 4547.253906
	Iteration 41Q: 3 clusters Score -1079066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1079066.500000 Penalty: 4547.253906
	Iteration 42Q: 3 clusters Score -1079066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1079067.875000 Penalty: 4547.253906
	Iteration 43Q: 3 clusters Score -1079068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1079067.125000 Penalty: 4547.253906
	Iteration 44Q: 3 clusters Score -1079067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1079067.125000 Penalty: 4547.253906
	Iteration 45F: 3 clusters Score -1079067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Entering Unmasked Estep 
Score: -4576176.000000 Penalty: 2595.811523
	Iteration 0F: 2 clusters Score -4576176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4552400.500000 Penalty: 5191.623047
	Iteration 0F: 3 clusters Score -4552400 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4560835.500000 Penalty: 5191.623047
	Iteration 1F: 3 clusters Score -4560836 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4561336.000000 Penalty: 5191.623047
	Iteration 2Q: 3 clusters Score -4561336 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4561790.000000 Penalty: 5191.623047
	Iteration 3Q: 3 clusters Score -4561790 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4562269.000000 Penalty: 5191.623047
	Iteration 4Q: 3 clusters Score -4562269 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4562745.500000 Penalty: 5191.623047
	Iteration 5Q: 3 clusters Score -4562746 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4563608.500000 Penalty: 5191.623047
	Iteration 6Q: 3 clusters Score -4563608 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4564778.500000 Penalty: 5191.623047
	Iteration 7F: 3 clusters Score -4564778 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4566451.000000 Penalty: 5191.623047
	Iteration 8F: 3 clusters Score -4566451 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4568488.000000 Penalty: 5191.623047
	Iteration 9F: 3 clusters Score -4568488 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4570492.500000 Penalty: 5191.623047
	Iteration 10F: 3 clusters Score -4570492 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4571943.500000 Penalty: 5191.623047
	Iteration 11Q: 3 clusters Score -4571944 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4572787.000000 Penalty: 5191.623047
	Iteration 12Q: 3 clusters Score -4572787 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4573230.500000 Penalty: 5191.623047
	Iteration 13Q: 3 clusters Score -4573230 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4573468.000000 Penalty: 5191.623047
	Iteration 14Q: 3 clusters Score -4573468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4573604.500000 Penalty: 5191.623047
	Iteration 15Q: 3 clusters Score -4573604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4573692.500000 Penalty: 5191.623047
	Iteration 16Q: 3 clusters Score -4573692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4573755.000000 Penalty: 5191.623047
	Iteration 17Q: 3 clusters Score -4573755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4573788.000000 Penalty: 5191.623047
	Iteration 18Q: 3 clusters Score -4573788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4573820.000000 Penalty: 5191.623047
	Iteration 19Q: 3 clusters Score -4573820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4573843.500000 Penalty: 5191.623047
	Iteration 20F: 3 clusters Score -4573844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4573857.000000 Penalty: 5191.623047
	Iteration 21Q: 3 clusters Score -4573857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4573873.500000 Penalty: 5191.623047
	Iteration 22Q: 3 clusters Score -4573874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4573886.000000 Penalty: 5191.623047
	Iteration 23Q: 3 clusters Score -4573886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4573893.000000 Penalty: 5191.623047
	Iteration 24Q: 3 clusters Score -4573893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4573895.000000 Penalty: 5191.623047
	Iteration 25Q: 3 clusters Score -4573895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4573897.000000 Penalty: 5191.623047
	Iteration 26Q: 3 clusters Score -4573897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4573899.500000 Penalty: 5191.623047
	Iteration 27Q: 3 clusters Score -4573900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4573899.500000 Penalty: 5191.623047
	Iteration 28Q: 3 clusters Score -4573900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4573911.000000 Penalty: 5191.623047
	Iteration 29Q: 3 clusters Score -4573911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4573918.500000 Penalty: 5191.623047
	Iteration 30Q: 3 clusters Score -4573918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4573914.500000 Penalty: 5191.623047
	Iteration 31Q: 3 clusters Score -4573914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4573917.500000 Penalty: 5191.623047
	Iteration 32Q: 3 clusters Score -4573918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4573920.000000 Penalty: 5191.623047
	Iteration 33Q: 3 clusters Score -4573920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4573920.000000 Penalty: 5191.623047
	Iteration 34F: 3 clusters Score -4573920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -328608.937500 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -328608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325576.437500 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -325576.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -326167.093750 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -326167.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -326316.750000 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -326316.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -326406.031250 Penalty: 3903.033691
	Iteration 3Q: 3 clusters Score -326406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -326467.687500 Penalty: 3903.033691
	Iteration 4Q: 3 clusters Score -326467.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -326519.812500 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -326519.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326560.968750 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -326561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326593.843750 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -326593.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -326615.937500 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -326615.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326632.250000 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -326632.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -326650.656250 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -326650.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -326663.687500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -326663.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326672.375000 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -326672.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -326682.875000 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -326682.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -326689.937500 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -326689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -326695.375000 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -326695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -326697.812500 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -326697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -326698.281250 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -326698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -326699.406250 Penalty: 3903.033691
	Iteration 18Q: 3 clusters Score -326699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -326700.312500 Penalty: 3903.033691
	Iteration 19Q: 3 clusters Score -326700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -326700.312500 Penalty: 3903.033691
	Iteration 20F: 3 clusters Score -326700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -491726.750000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -491726.8 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 1985 members 
Entering Unmasked Estep 
Score: -487828.718750 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -487828.7 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -488702.375000 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -488702.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -488942.375000 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -488942.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -489122.593750 Penalty: 4107.986328
	Iteration 3F: 3 clusters Score -489122.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -489284.062500 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -489284.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -489422.875000 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -489422.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489554.281250 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -489554.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -489678.875000 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -489678.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -489784.750000 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -489784.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -489858.187500 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -489858.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -489944.250000 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -489944.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -490008.312500 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -490008.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -490058.156250 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -490058.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -490092.531250 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -490092.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -490124.531250 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -490124.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -490156.156250 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -490156.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -490182.718750 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -490182.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -490202.031250 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -490202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -490222.125000 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -490222.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -490234.750000 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -490234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -490243.531250 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -490243.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -490250.937500 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -490250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -490258.187500 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -490258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -490266.375000 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -490266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -490277.562500 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -490277.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -490288.062500 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -490288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -490295.000000 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -490295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -490301.812500 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -490301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -490307.625000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -490307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -490310.093750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -490310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -490313.312500 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -490313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -490314.625000 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -490314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -490315.531250 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -490315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -490316.406250 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -490316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -490317.468750 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -490317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -490317.937500 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -490317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -490319.562500 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -490319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -490319.968750 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -490320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -490322.375000 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -490322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -490326.812500 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -490326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -490328.593750 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -490328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -490328.656250 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -490328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -490330.937500 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -490330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -490335.218750 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -490335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -490338.093750 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -490338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -490340.781250 Penalty: 4107.986328
	Iteration 45Q: 3 clusters Score -490340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -490340.875000 Penalty: 4107.986328
	Iteration 46Q: 3 clusters Score -490340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -490340.906250 Penalty: 4107.986328
	Iteration 47Q: 3 clusters Score -490340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -490340.906250 Penalty: 4107.986328
	Iteration 48F: 3 clusters Score -490340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 18459 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 13784 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 52559 members 
Mstep: Class 10 contains 57036 members 
Mstep: Class 11 contains 14949 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 8739 members 
Mstep: Class 21 contains 343273 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 35136 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944624.000000 Penalty: 108252.726562
Iteration 119Q: 33 clusters Score -1.049446e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34582 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 52575 members 
Mstep: Class 10 contains 57029 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 51843 members 
Mstep: Class 19 contains 16774 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 343275 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14308 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9606 members 
Mstep: Class 29 contains 35137 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944760.000000 Penalty: 108252.726562
Iteration 120F: 33 clusters Score -1.049448e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34571 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 52589 members 
Mstep: Class 10 contains 57023 members 
Mstep: Class 11 contains 14922 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 51844 members 
Mstep: Class 19 contains 16768 members 
Mstep: Class 20 contains 8718 members 
Mstep: Class 21 contains 343284 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14308 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9621 members 
Mstep: Class 29 contains 35138 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944720.000000 Penalty: 108252.726562
Iteration 121Q: 33 clusters Score -1.049447e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34560 members 
Mstep: Class 7 contains 13802 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 52604 members 
Mstep: Class 10 contains 57015 members 
Mstep: Class 11 contains 14924 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 40877 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11768 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 51842 members 
Mstep: Class 19 contains 16763 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 343294 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13115 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14309 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9628 members 
Mstep: Class 29 contains 35140 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944672.000000 Penalty: 108252.726562
Iteration 122Q: 33 clusters Score -1.049447e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18465 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34548 members 
Mstep: Class 7 contains 13803 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 52624 members 
Mstep: Class 10 contains 57010 members 
Mstep: Class 11 contains 14919 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 51838 members 
Mstep: Class 19 contains 16758 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 343303 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14308 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 35142 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944752.000000 Penalty: 108252.726562
Iteration 123Q: 33 clusters Score -1.049448e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18466 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34544 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 9643 members 
Mstep: Class 9 contains 52656 members 
Mstep: Class 10 contains 57003 members 
Mstep: Class 11 contains 14911 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 40866 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 51835 members 
Mstep: Class 19 contains 16753 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 21 contains 343312 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14306 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9651 members 
Mstep: Class 29 contains 35144 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944848.000000 Penalty: 108252.726562
Iteration 124Q: 33 clusters Score -1.049448e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34530 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 9634 members 
Mstep: Class 9 contains 52677 members 
Mstep: Class 10 contains 57000 members 
Mstep: Class 11 contains 14902 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11762 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 51830 members 
Mstep: Class 19 contains 16753 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 343321 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14307 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9672 members 
Mstep: Class 29 contains 35144 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944864.000000 Penalty: 108252.726562
Iteration 125Q: 33 clusters Score -1.049449e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14640 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18470 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34521 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 9618 members 
Mstep: Class 9 contains 52688 members 
Mstep: Class 10 contains 56992 members 
Mstep: Class 11 contains 14894 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 40846 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 51821 members 
Mstep: Class 19 contains 16748 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 343344 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14309 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9702 members 
Mstep: Class 29 contains 35145 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944840.000000 Penalty: 108252.726562
Iteration 126Q: 33 clusters Score -1.049448e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14639 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34510 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 9600 members 
Mstep: Class 9 contains 52697 members 
Mstep: Class 10 contains 56981 members 
Mstep: Class 11 contains 14883 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 40836 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51819 members 
Mstep: Class 19 contains 16743 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 343362 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14311 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 9755 members 
Mstep: Class 29 contains 35142 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944744.000000 Penalty: 108252.726562
Iteration 127Q: 33 clusters Score -1.049447e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14637 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34490 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 52704 members 
Mstep: Class 10 contains 56967 members 
Mstep: Class 11 contains 14873 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 40829 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 11757 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51816 members 
Mstep: Class 19 contains 16743 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 343390 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13125 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14310 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 9804 members 
Mstep: Class 29 contains 35143 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944864.000000 Penalty: 108252.726562
Iteration 128Q: 33 clusters Score -1.049449e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14636 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34473 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 9560 members 
Mstep: Class 9 contains 52708 members 
Mstep: Class 10 contains 56957 members 
Mstep: Class 11 contains 14851 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 11757 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 51816 members 
Mstep: Class 19 contains 16742 members 
Mstep: Class 20 contains 8644 members 
Mstep: Class 21 contains 343406 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13130 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 35147 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944984.000000 Penalty: 108252.726562
Iteration 129Q: 33 clusters Score -1.04945e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14635 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34463 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 52732 members 
Mstep: Class 10 contains 56944 members 
Mstep: Class 11 contains 14835 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 11754 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 51814 members 
Mstep: Class 19 contains 16744 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 343420 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9890 members 
Mstep: Class 29 contains 35150 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944792.000000 Penalty: 108252.726562
Iteration 130Q: 33 clusters Score -1.049448e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14633 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34442 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 52752 members 
Mstep: Class 10 contains 56934 members 
Mstep: Class 11 contains 14824 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 40817 members 
Mstep: Class 15 contains 4048 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 51813 members 
Mstep: Class 19 contains 16743 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 343434 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9922 members 
Mstep: Class 29 contains 35155 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944840.000000 Penalty: 108252.726562
Iteration 131Q: 33 clusters Score -1.049448e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14631 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34414 members 
Mstep: Class 7 contains 13819 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 52785 members 
Mstep: Class 10 contains 56924 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 40809 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 51811 members 
Mstep: Class 19 contains 16739 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 343450 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13129 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 35155 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945064.000000 Penalty: 108252.726562
Iteration 132Q: 33 clusters Score -1.049451e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34388 members 
Mstep: Class 7 contains 13831 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 52803 members 
Mstep: Class 10 contains 56910 members 
Mstep: Class 11 contains 14804 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 40796 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 51809 members 
Mstep: Class 19 contains 16736 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 343476 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13131 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10002 members 
Mstep: Class 29 contains 35160 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945088.000000 Penalty: 108252.726562
Iteration 133Q: 33 clusters Score -1.049451e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14626 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34369 members 
Mstep: Class 7 contains 13843 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 52823 members 
Mstep: Class 10 contains 56895 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 40794 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 51806 members 
Mstep: Class 19 contains 16734 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 343496 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13134 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 10043 members 
Mstep: Class 29 contains 35159 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945072.000000 Penalty: 108252.726562
Iteration 134Q: 33 clusters Score -1.049451e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14623 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34354 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 9466 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 56882 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 40787 members 
Mstep: Class 15 contains 4045 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 51802 members 
Mstep: Class 19 contains 16732 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 21 contains 343514 members 
Mstep: Class 22 contains 44231 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13135 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14319 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 10074 members 
Mstep: Class 29 contains 35168 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945072.000000 Penalty: 108252.726562
Iteration 135Q: 33 clusters Score -1.049451e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34340 members 
Mstep: Class 7 contains 13853 members 
Mstep: Class 8 contains 9448 members 
Mstep: Class 9 contains 52843 members 
Mstep: Class 10 contains 56876 members 
Mstep: Class 11 contains 14777 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 40789 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 51802 members 
Mstep: Class 19 contains 16731 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 21 contains 343520 members 
Mstep: Class 22 contains 44230 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13130 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 10101 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945184.000000 Penalty: 108252.726562
Iteration 136Q: 33 clusters Score -1.049452e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34329 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 9433 members 
Mstep: Class 9 contains 52848 members 
Mstep: Class 10 contains 56867 members 
Mstep: Class 11 contains 14771 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 40783 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 51802 members 
Mstep: Class 19 contains 16726 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 343536 members 
Mstep: Class 22 contains 44233 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13131 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14322 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 35183 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945064.000000 Penalty: 108252.726562
Iteration 137Q: 33 clusters Score -1.049451e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34314 members 
Mstep: Class 7 contains 13877 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 52871 members 
Mstep: Class 10 contains 56859 members 
Mstep: Class 11 contains 14765 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 40775 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 11742 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 51803 members 
Mstep: Class 19 contains 16725 members 
Mstep: Class 20 contains 8540 members 
Mstep: Class 21 contains 343546 members 
Mstep: Class 22 contains 44236 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13129 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10137 members 
Mstep: Class 29 contains 35191 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945040.000000 Penalty: 108252.726562
Iteration 138Q: 33 clusters Score -1.04945e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14618 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 13883 members 
Mstep: Class 8 contains 9416 members 
Mstep: Class 9 contains 52891 members 
Mstep: Class 10 contains 56855 members 
Mstep: Class 11 contains 14746 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 40769 members 
Mstep: Class 15 contains 4031 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 51801 members 
Mstep: Class 19 contains 16723 members 
Mstep: Class 20 contains 8530 members 
Mstep: Class 21 contains 343560 members 
Mstep: Class 22 contains 44238 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13127 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 35198 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944912.000000 Penalty: 108252.726562
Iteration 139Q: 33 clusters Score -1.049449e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14617 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 13883 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 52903 members 
Mstep: Class 10 contains 56853 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 40762 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 11735 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 51801 members 
Mstep: Class 19 contains 16717 members 
Mstep: Class 20 contains 8531 members 
Mstep: Class 21 contains 343567 members 
Mstep: Class 22 contains 44239 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13127 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14322 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10173 members 
Mstep: Class 29 contains 35209 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945088.000000 Penalty: 108252.726562
Iteration 140F: 33 clusters Score -1.049451e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14615 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34278 members 
Mstep: Class 7 contains 13878 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 52934 members 
Mstep: Class 10 contains 56848 members 
Mstep: Class 11 contains 14725 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 40758 members 
Mstep: Class 15 contains 4027 members 
Mstep: Class 16 contains 11736 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 51799 members 
Mstep: Class 19 contains 16714 members 
Mstep: Class 20 contains 8526 members 
Mstep: Class 21 contains 343579 members 
Mstep: Class 22 contains 44239 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13125 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10181 members 
Mstep: Class 29 contains 35223 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944976.000000 Penalty: 108252.726562
Iteration 141Q: 33 clusters Score -1.04945e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14614 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34264 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 9395 members 
Mstep: Class 9 contains 52981 members 
Mstep: Class 10 contains 56846 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 40747 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 11732 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 51796 members 
Mstep: Class 19 contains 16707 members 
Mstep: Class 20 contains 8525 members 
Mstep: Class 21 contains 343589 members 
Mstep: Class 22 contains 44240 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10189 members 
Mstep: Class 29 contains 35235 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945056.000000 Penalty: 108252.726562
Iteration 142Q: 33 clusters Score -1.049451e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14613 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 13870 members 
Mstep: Class 8 contains 9394 members 
Mstep: Class 9 contains 53016 members 
Mstep: Class 10 contains 56842 members 
Mstep: Class 11 contains 14701 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 40739 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 11728 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 51795 members 
Mstep: Class 19 contains 16704 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 343599 members 
Mstep: Class 22 contains 44241 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10200 members 
Mstep: Class 29 contains 35232 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944992.000000 Penalty: 108252.726562
Iteration 143Q: 33 clusters Score -1.04945e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14610 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34220 members 
Mstep: Class 7 contains 13862 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 53047 members 
Mstep: Class 10 contains 56836 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 51797 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 343600 members 
Mstep: Class 22 contains 44240 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10212 members 
Mstep: Class 29 contains 35235 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945080.000000 Penalty: 108252.726562
Iteration 144Q: 33 clusters Score -1.049451e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34199 members 
Mstep: Class 7 contains 13854 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 53079 members 
Mstep: Class 10 contains 56829 members 
Mstep: Class 11 contains 14705 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 40733 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 11721 members 
Mstep: Class 17 contains 3625 members 
Mstep: Class 18 contains 51795 members 
Mstep: Class 19 contains 16698 members 
Mstep: Class 20 contains 8516 members 
Mstep: Class 21 contains 343609 members 
Mstep: Class 22 contains 44241 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10222 members 
Mstep: Class 29 contains 35236 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944896.000000 Penalty: 108252.726562
Iteration 145Q: 33 clusters Score -1.049449e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34171 members 
Mstep: Class 7 contains 13845 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 53105 members 
Mstep: Class 10 contains 56824 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 40733 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 17 contains 3625 members 
Mstep: Class 18 contains 51790 members 
Mstep: Class 19 contains 16696 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 343622 members 
Mstep: Class 22 contains 44242 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10232 members 
Mstep: Class 29 contains 35245 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944944.000000 Penalty: 108252.726562
Iteration 146Q: 33 clusters Score -1.049449e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34152 members 
Mstep: Class 7 contains 13844 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53128 members 
Mstep: Class 10 contains 56823 members 
Mstep: Class 11 contains 14700 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 40728 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 11711 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 51789 members 
Mstep: Class 19 contains 16696 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 343630 members 
Mstep: Class 22 contains 44243 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 35247 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944984.000000 Penalty: 108252.726562
Iteration 147Q: 33 clusters Score -1.04945e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14600 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34137 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 53146 members 
Mstep: Class 10 contains 56823 members 
Mstep: Class 11 contains 14701 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 40722 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 51788 members 
Mstep: Class 19 contains 16697 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 343634 members 
Mstep: Class 22 contains 44246 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10238 members 
Mstep: Class 29 contains 35248 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944888.000000 Penalty: 108252.726562
Iteration 148Q: 33 clusters Score -1.049449e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34120 members 
Mstep: Class 7 contains 13832 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 53171 members 
Mstep: Class 10 contains 56822 members 
Mstep: Class 11 contains 14698 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40718 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 11704 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 51790 members 
Mstep: Class 19 contains 16695 members 
Mstep: Class 20 contains 8516 members 
Mstep: Class 21 contains 343637 members 
Mstep: Class 22 contains 44248 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10243 members 
Mstep: Class 29 contains 35250 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944920.000000 Penalty: 108252.726562
Iteration 149Q: 33 clusters Score -1.049449e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34097 members 
Mstep: Class 7 contains 13825 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 53192 members 
Mstep: Class 10 contains 56820 members 
Mstep: Class 11 contains 14696 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 40713 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51791 members 
Mstep: Class 19 contains 16693 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 343644 members 
Mstep: Class 22 contains 44249 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 35253 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3956 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945056.000000 Penalty: 108252.726562
Iteration 150Q: 33 clusters Score -1.049451e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34069 members 
Mstep: Class 7 contains 13820 members 
Mstep: Class 8 contains 9390 members 
Mstep: Class 9 contains 53218 members 
Mstep: Class 10 contains 56820 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40707 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51791 members 
Mstep: Class 19 contains 16693 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 343654 members 
Mstep: Class 22 contains 44250 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 35255 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3957 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945040.000000 Penalty: 108252.726562
Iteration 151Q: 33 clusters Score -1.04945e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14600 members 
Mstep: Class 3 contains 916 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34042 members 
Mstep: Class 7 contains 13826 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 53233 members 
Mstep: Class 10 contains 56818 members 
Mstep: Class 11 contains 14691 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 40708 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51791 members 
Mstep: Class 19 contains 16691 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 343668 members 
Mstep: Class 22 contains 44249 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 10265 members 
Mstep: Class 29 contains 35253 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945032.000000 Penalty: 108252.726562
Iteration 152Q: 33 clusters Score -1.04945e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14600 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34021 members 
Mstep: Class 7 contains 13825 members 
Mstep: Class 8 contains 9390 members 
Mstep: Class 9 contains 53245 members 
Mstep: Class 10 contains 56814 members 
Mstep: Class 11 contains 14681 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 40709 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51790 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 343677 members 
Mstep: Class 22 contains 44249 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 10278 members 
Mstep: Class 29 contains 35256 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945072.000000 Penalty: 108252.726562
Iteration 153Q: 33 clusters Score -1.049451e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14598 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 34003 members 
Mstep: Class 7 contains 13828 members 
Mstep: Class 8 contains 9390 members 
Mstep: Class 9 contains 53250 members 
Mstep: Class 10 contains 56807 members 
Mstep: Class 11 contains 14679 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40711 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 11705 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51787 members 
Mstep: Class 19 contains 16689 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 343680 members 
Mstep: Class 22 contains 44252 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14311 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 10290 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945064.000000 Penalty: 108252.726562
Iteration 154Q: 33 clusters Score -1.049451e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33983 members 
Mstep: Class 7 contains 13834 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 53264 members 
Mstep: Class 10 contains 56805 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40706 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 16684 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 343690 members 
Mstep: Class 22 contains 44254 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 10300 members 
Mstep: Class 29 contains 35257 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945056.000000 Penalty: 108252.726562
Iteration 155Q: 33 clusters Score -1.049451e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14580 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33962 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 53282 members 
Mstep: Class 10 contains 56798 members 
Mstep: Class 11 contains 14685 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 40701 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 16678 members 
Mstep: Class 20 contains 8515 members 
Mstep: Class 21 contains 343704 members 
Mstep: Class 22 contains 44254 members 
Mstep: Class 23 contains 1753 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 10308 members 
Mstep: Class 29 contains 35257 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945008.000000 Penalty: 108252.726562
Iteration 156Q: 33 clusters Score -1.04945e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33941 members 
Mstep: Class 7 contains 13842 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53293 members 
Mstep: Class 10 contains 56783 members 
Mstep: Class 11 contains 14700 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40699 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 11696 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 16670 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 343727 members 
Mstep: Class 22 contains 44254 members 
Mstep: Class 23 contains 1753 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 10322 members 
Mstep: Class 29 contains 35257 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945008.000000 Penalty: 108252.726562
Iteration 157Q: 33 clusters Score -1.04945e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33925 members 
Mstep: Class 7 contains 13844 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 53314 members 
Mstep: Class 10 contains 56773 members 
Mstep: Class 11 contains 14706 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40698 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 11695 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51783 members 
Mstep: Class 19 contains 16670 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 343733 members 
Mstep: Class 22 contains 44257 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10333 members 
Mstep: Class 29 contains 35255 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944952.000000 Penalty: 108252.726562
Iteration 158Q: 33 clusters Score -1.04945e+08 nChanged 132
Entering ConstructFrom: 
Score: -104944952.000000 Penalty: 108252.726562
Entering ConstructFrom: 
Trying to split cluster 1 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -169620.468750 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -169620.5 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 881 members 
Entering Unmasked Estep 
Score: -167310.984375 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -167311 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168153.625000 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -168153.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -168589.937500 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -168589.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168947.125000 Penalty: 3708.611084
	Iteration 3F: 3 clusters Score -168947.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -169213.984375 Penalty: 3708.611084
	Iteration 4F: 3 clusters Score -169214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169333.515625 Penalty: 3708.611084
	Iteration 5F: 3 clusters Score -169333.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -169393.765625 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -169393.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -169428.687500 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -169428.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -169449.125000 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -169449.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -169461.062500 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -169461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169471.218750 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -169471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169475.578125 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -169475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -169482.484375 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -169482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -169489.468750 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -169489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -169498.312500 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -169498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -169503.031250 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -169503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -169508.734375 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -169508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -169510.718750 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -169510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -169511.078125 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -169511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -169511.078125 Penalty: 3708.611084
	Iteration 19F: 3 clusters Score -169511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Entering Unmasked Estep 
Score: -1811836.875000 Penalty: 2377.217041
	Iteration 0F: 2 clusters Score -1811837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1801349.125000 Penalty: 4754.434082
	Iteration 0F: 3 clusters Score -1801349 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1804712.125000 Penalty: 4754.434082
	Iteration 1F: 3 clusters Score -1804712 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1805249.125000 Penalty: 4754.434082
	Iteration 2F: 3 clusters Score -1805249 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1805752.375000 Penalty: 4754.434082
	Iteration 3F: 3 clusters Score -1805752 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1806225.125000 Penalty: 4754.434082
	Iteration 4F: 3 clusters Score -1806225 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1806649.375000 Penalty: 4754.434082
	Iteration 5Q: 3 clusters Score -1806649 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1807077.875000 Penalty: 4754.434082
	Iteration 6Q: 3 clusters Score -1807078 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1807513.375000 Penalty: 4754.434082
	Iteration 7Q: 3 clusters Score -1807513 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1807891.625000 Penalty: 4754.434082
	Iteration 8Q: 3 clusters Score -1807892 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1808228.000000 Penalty: 4754.434082
	Iteration 9Q: 3 clusters Score -1808228 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1808512.750000 Penalty: 4754.434082
	Iteration 10Q: 3 clusters Score -1808513 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1808753.750000 Penalty: 4754.434082
	Iteration 11Q: 3 clusters Score -1808754 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1808951.750000 Penalty: 4754.434082
	Iteration 12Q: 3 clusters Score -1808952 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1809106.875000 Penalty: 4754.434082
	Iteration 13Q: 3 clusters Score -1809107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1809240.500000 Penalty: 4754.434082
	Iteration 14Q: 3 clusters Score -1809240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1809364.000000 Penalty: 4754.434082
	Iteration 15Q: 3 clusters Score -1809364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1809461.375000 Penalty: 4754.434082
	Iteration 16Q: 3 clusters Score -1809461 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1809550.875000 Penalty: 4754.434082
	Iteration 17Q: 3 clusters Score -1809551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1809606.125000 Penalty: 4754.434082
	Iteration 18Q: 3 clusters Score -1809606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1809654.000000 Penalty: 4754.434082
	Iteration 19Q: 3 clusters Score -1809654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1809691.125000 Penalty: 4754.434082
	Iteration 20F: 3 clusters Score -1809691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1809721.125000 Penalty: 4754.434082
	Iteration 21Q: 3 clusters Score -1809721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1809737.500000 Penalty: 4754.434082
	Iteration 22Q: 3 clusters Score -1809738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1809761.250000 Penalty: 4754.434082
	Iteration 23Q: 3 clusters Score -1809761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1809775.000000 Penalty: 4754.434082
	Iteration 24Q: 3 clusters Score -1809775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1809784.625000 Penalty: 4754.434082
	Iteration 25Q: 3 clusters Score -1809785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1809799.500000 Penalty: 4754.434082
	Iteration 26Q: 3 clusters Score -1809800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1809807.625000 Penalty: 4754.434082
	Iteration 27Q: 3 clusters Score -1809808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1809812.000000 Penalty: 4754.434082
	Iteration 28Q: 3 clusters Score -1809812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1809818.875000 Penalty: 4754.434082
	Iteration 29Q: 3 clusters Score -1809819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1809822.250000 Penalty: 4754.434082
	Iteration 30Q: 3 clusters Score -1809822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1809822.500000 Penalty: 4754.434082
	Iteration 31Q: 3 clusters Score -1809822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1809823.500000 Penalty: 4754.434082
	Iteration 32Q: 3 clusters Score -1809824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1809823.500000 Penalty: 4754.434082
	Iteration 33F: 3 clusters Score -1809824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -100295.039062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -100295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98494.296875 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -98494.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98884.718750 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -98884.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99153.734375 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -99153.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99351.898438 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -99351.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99551.382812 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -99551.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99808.054688 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -99808.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100035.968750 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -100036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100222.875000 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -100222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100358.695312 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -100358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100438.210938 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -100438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100457.921875 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -100457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100530.421875 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -100530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100629.515625 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -100629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100670.953125 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -100671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100681.695312 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -100681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100685.820312 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -100685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100694.648438 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -100694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100704.906250 Penalty: 3383.269287
	Iteration 17Q: 3 clusters Score -100704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100705.585938 Penalty: 3383.269287
	Iteration 18Q: 3 clusters Score -100705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100705.585938 Penalty: 3383.269287
	Iteration 19F: 3 clusters Score -100705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33913 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 14716 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 343740 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 492 members 
Entering Unmasked Estep 
Score: -104943768.000000 Penalty: 111635.625000
Splitting cluster 3 changes total score from -104944952.000000 to -104943768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Entering Unmasked Estep 
Score: -2444907.000000 Penalty: 2436.435303
	Iteration 0F: 2 clusters Score -2444907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2431748.000000 Penalty: 4872.870605
	Iteration 0F: 3 clusters Score -2431748 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2436022.750000 Penalty: 4872.870605
	Iteration 1F: 3 clusters Score -2436023 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2436324.750000 Penalty: 4872.870605
	Iteration 2F: 3 clusters Score -2436325 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2436578.750000 Penalty: 4872.870605
	Iteration 3Q: 3 clusters Score -2436579 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2436789.500000 Penalty: 4872.870605
	Iteration 4Q: 3 clusters Score -2436790 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2436983.250000 Penalty: 4872.870605
	Iteration 5Q: 3 clusters Score -2436983 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2437148.000000 Penalty: 4872.870605
	Iteration 6Q: 3 clusters Score -2437148 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2437320.500000 Penalty: 4872.870605
	Iteration 7Q: 3 clusters Score -2437320 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2437509.000000 Penalty: 4872.870605
	Iteration 8Q: 3 clusters Score -2437509 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2437709.500000 Penalty: 4872.870605
	Iteration 9Q: 3 clusters Score -2437710 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2437971.000000 Penalty: 4872.870605
	Iteration 10Q: 3 clusters Score -2437971 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2438311.500000 Penalty: 4872.870605
	Iteration 11Q: 3 clusters Score -2438312 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2438762.750000 Penalty: 4872.870605
	Iteration 12Q: 3 clusters Score -2438763 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2439332.250000 Penalty: 4872.870605
	Iteration 13Q: 3 clusters Score -2439332 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2439971.250000 Penalty: 4872.870605
	Iteration 14Q: 3 clusters Score -2439971 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2440701.500000 Penalty: 4872.870605
	Iteration 15F: 3 clusters Score -2440702 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2441350.250000 Penalty: 4872.870605
	Iteration 16Q: 3 clusters Score -2441350 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2441924.750000 Penalty: 4872.870605
	Iteration 17Q: 3 clusters Score -2441925 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2442316.000000 Penalty: 4872.870605
	Iteration 18Q: 3 clusters Score -2442316 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2442566.500000 Penalty: 4872.870605
	Iteration 19Q: 3 clusters Score -2442566 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2442746.250000 Penalty: 4872.870605
	Iteration 20F: 3 clusters Score -2442746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2442875.750000 Penalty: 4872.870605
	Iteration 21Q: 3 clusters Score -2442876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2442970.500000 Penalty: 4872.870605
	Iteration 22Q: 3 clusters Score -2442970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2443041.250000 Penalty: 4872.870605
	Iteration 23Q: 3 clusters Score -2443041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2443076.750000 Penalty: 4872.870605
	Iteration 24Q: 3 clusters Score -2443077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2443112.500000 Penalty: 4872.870605
	Iteration 25Q: 3 clusters Score -2443112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2443131.500000 Penalty: 4872.870605
	Iteration 26Q: 3 clusters Score -2443132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2443144.500000 Penalty: 4872.870605
	Iteration 27Q: 3 clusters Score -2443144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2443159.500000 Penalty: 4872.870605
	Iteration 28Q: 3 clusters Score -2443160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2443163.250000 Penalty: 4872.870605
	Iteration 29Q: 3 clusters Score -2443163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2443167.000000 Penalty: 4872.870605
	Iteration 30Q: 3 clusters Score -2443167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2443170.000000 Penalty: 4872.870605
	Iteration 31Q: 3 clusters Score -2443170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2443172.500000 Penalty: 4872.870605
	Iteration 32Q: 3 clusters Score -2443172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2443170.500000 Penalty: 4872.870605
	Iteration 33Q: 3 clusters Score -2443170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2443172.750000 Penalty: 4872.870605
	Iteration 34Q: 3 clusters Score -2443173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2443172.750000 Penalty: 4872.870605
	Iteration 35F: 3 clusters Score -2443173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59619.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -59619.62 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 289 members 
Entering Unmasked Estep 
Score: -58100.367188 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -58100.37 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58637.835938 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -58637.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58883.941406 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -58883.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59273.531250 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -59273.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59577.480469 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -59577.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59794.355469 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -59794.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59838.777344 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -59838.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59869.050781 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -59869.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59871.757812 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -59871.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59875.722656 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -59875.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59879.183594 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -59879.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59884.339844 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -59884.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59891.328125 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -59891.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59905.804688 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -59905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59905.804688 Penalty: 3133.313721
	Iteration 14F: 3 clusters Score -59905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 33913 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 14716 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 343740 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 179 members 
Entering Unmasked Estep 
Score: -104943360.000000 Penalty: 111635.625000
Splitting cluster 5 changes total score from -104944952.000000 to -104943360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (33913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Entering Unmasked Estep 
Score: -4324579.500000 Penalty: 2587.025391
	Iteration 0F: 2 clusters Score -4324580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4301463.500000 Penalty: 5174.050781
	Iteration 0F: 3 clusters Score -4301464 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4310036.500000 Penalty: 5174.050781
	Iteration 1F: 3 clusters Score -4310036 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4310856.500000 Penalty: 5174.050781
	Iteration 2F: 3 clusters Score -4310856 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4311803.000000 Penalty: 5174.050781
	Iteration 3F: 3 clusters Score -4311803 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4312954.500000 Penalty: 5174.050781
	Iteration 4F: 3 clusters Score -4312954 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4314404.000000 Penalty: 5174.050781
	Iteration 5F: 3 clusters Score -4314404 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4316054.500000 Penalty: 5174.050781
	Iteration 6F: 3 clusters Score -4316054 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4317868.500000 Penalty: 5174.050781
	Iteration 7F: 3 clusters Score -4317868 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4319632.500000 Penalty: 5174.050781
	Iteration 8F: 3 clusters Score -4319632 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4321139.500000 Penalty: 5174.050781
	Iteration 9Q: 3 clusters Score -4321140 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4321971.500000 Penalty: 5174.050781
	Iteration 10Q: 3 clusters Score -4321972 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4322353.500000 Penalty: 5174.050781
	Iteration 11Q: 3 clusters Score -4322354 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4322536.500000 Penalty: 5174.050781
	Iteration 12Q: 3 clusters Score -4322536 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4322588.500000 Penalty: 5174.050781
	Iteration 13Q: 3 clusters Score -4322588 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4322671.500000 Penalty: 5174.050781
	Iteration 14Q: 3 clusters Score -4322672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4322731.500000 Penalty: 5174.050781
	Iteration 15Q: 3 clusters Score -4322732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4322762.500000 Penalty: 5174.050781
	Iteration 16Q: 3 clusters Score -4322762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4322786.500000 Penalty: 5174.050781
	Iteration 17Q: 3 clusters Score -4322786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4322788.500000 Penalty: 5174.050781
	Iteration 18Q: 3 clusters Score -4322788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -4322798.500000 Penalty: 5174.050781
	Iteration 19Q: 3 clusters Score -4322798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4322818.000000 Penalty: 5174.050781
	Iteration 20F: 3 clusters Score -4322818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4322828.500000 Penalty: 5174.050781
	Iteration 21Q: 3 clusters Score -4322828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -4322841.000000 Penalty: 5174.050781
	Iteration 22Q: 3 clusters Score -4322841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4322872.000000 Penalty: 5174.050781
	Iteration 23Q: 3 clusters Score -4322872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4322871.000000 Penalty: 5174.050781
	Iteration 24Q: 3 clusters Score -4322871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4322870.500000 Penalty: 5174.050781
	Iteration 25Q: 3 clusters Score -4322870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -4322880.500000 Penalty: 5174.050781
	Iteration 26Q: 3 clusters Score -4322880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4322874.500000 Penalty: 5174.050781
	Iteration 27Q: 3 clusters Score -4322874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4322873.000000 Penalty: 5174.050781
	Iteration 28Q: 3 clusters Score -4322873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4322865.500000 Penalty: 5174.050781
	Iteration 29Q: 3 clusters Score -4322866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -4322875.500000 Penalty: 5174.050781
	Iteration 30Q: 3 clusters Score -4322876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4322888.500000 Penalty: 5174.050781
	Iteration 31Q: 3 clusters Score -4322888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4322898.000000 Penalty: 5174.050781
	Iteration 32Q: 3 clusters Score -4322898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4322903.000000 Penalty: 5174.050781
	Iteration 33Q: 3 clusters Score -4322903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4322902.000000 Penalty: 5174.050781
	Iteration 34Q: 3 clusters Score -4322902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4322901.500000 Penalty: 5174.050781
	Iteration 35Q: 3 clusters Score -4322902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4322905.500000 Penalty: 5174.050781
	Iteration 36Q: 3 clusters Score -4322906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4322901.500000 Penalty: 5174.050781
	Iteration 37Q: 3 clusters Score -4322902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4322918.500000 Penalty: 5174.050781
	Iteration 38Q: 3 clusters Score -4322918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4322935.000000 Penalty: 5174.050781
	Iteration 39Q: 3 clusters Score -4322935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -4322952.500000 Penalty: 5174.050781
	Iteration 40F: 3 clusters Score -4322952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4322961.000000 Penalty: 5174.050781
	Iteration 41Q: 3 clusters Score -4322961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4322972.000000 Penalty: 5174.050781
	Iteration 42Q: 3 clusters Score -4322972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4322987.000000 Penalty: 5174.050781
	Iteration 43Q: 3 clusters Score -4322987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4322993.500000 Penalty: 5174.050781
	Iteration 44Q: 3 clusters Score -4322994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4323008.000000 Penalty: 5174.050781
	Iteration 45Q: 3 clusters Score -4323008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4323022.500000 Penalty: 5174.050781
	Iteration 46Q: 3 clusters Score -4323022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4323034.000000 Penalty: 5174.050781
	Iteration 47Q: 3 clusters Score -4323034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4323036.000000 Penalty: 5174.050781
	Iteration 48Q: 3 clusters Score -4323036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4323040.000000 Penalty: 5174.050781
	Iteration 49Q: 3 clusters Score -4323040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4323057.000000 Penalty: 5174.050781
	Iteration 50Q: 3 clusters Score -4323057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4323065.500000 Penalty: 5174.050781
	Iteration 51Q: 3 clusters Score -4323066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4323079.500000 Penalty: 5174.050781
	Iteration 52Q: 3 clusters Score -4323080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4323085.500000 Penalty: 5174.050781
	Iteration 53Q: 3 clusters Score -4323086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -4323098.500000 Penalty: 5174.050781
	Iteration 54Q: 3 clusters Score -4323098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4323107.000000 Penalty: 5174.050781
	Iteration 55Q: 3 clusters Score -4323107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4323123.000000 Penalty: 5174.050781
	Iteration 56Q: 3 clusters Score -4323123 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4323127.000000 Penalty: 5174.050781
	Iteration 57Q: 3 clusters Score -4323127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4323134.500000 Penalty: 5174.050781
	Iteration 58Q: 3 clusters Score -4323134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4323134.000000 Penalty: 5174.050781
	Iteration 59Q: 3 clusters Score -4323134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -4323135.500000 Penalty: 5174.050781
	Iteration 60F: 3 clusters Score -4323136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4323142.500000 Penalty: 5174.050781
	Iteration 61Q: 3 clusters Score -4323142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4323153.000000 Penalty: 5174.050781
	Iteration 62Q: 3 clusters Score -4323153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4323163.500000 Penalty: 5174.050781
	Iteration 63Q: 3 clusters Score -4323164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4323168.500000 Penalty: 5174.050781
	Iteration 64Q: 3 clusters Score -4323168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4323172.000000 Penalty: 5174.050781
	Iteration 65Q: 3 clusters Score -4323172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4323177.000000 Penalty: 5174.050781
	Iteration 66Q: 3 clusters Score -4323177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4323183.000000 Penalty: 5174.050781
	Iteration 67Q: 3 clusters Score -4323183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4323190.000000 Penalty: 5174.050781
	Iteration 68Q: 3 clusters Score -4323190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4323194.500000 Penalty: 5174.050781
	Iteration 69Q: 3 clusters Score -4323194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4323216.500000 Penalty: 5174.050781
	Iteration 70Q: 3 clusters Score -4323216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4323217.000000 Penalty: 5174.050781
	Iteration 71Q: 3 clusters Score -4323217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4323227.000000 Penalty: 5174.050781
	Iteration 72Q: 3 clusters Score -4323227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4323244.000000 Penalty: 5174.050781
	Iteration 73Q: 3 clusters Score -4323244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4323267.000000 Penalty: 5174.050781
	Iteration 74Q: 3 clusters Score -4323267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4323281.000000 Penalty: 5174.050781
	Iteration 75Q: 3 clusters Score -4323281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4323289.500000 Penalty: 5174.050781
	Iteration 76Q: 3 clusters Score -4323290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4323298.000000 Penalty: 5174.050781
	Iteration 77Q: 3 clusters Score -4323298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4323296.500000 Penalty: 5174.050781
	Iteration 78Q: 3 clusters Score -4323296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4323319.000000 Penalty: 5174.050781
	Iteration 79Q: 3 clusters Score -4323319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4323330.000000 Penalty: 5174.050781
	Iteration 80F: 3 clusters Score -4323330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4323319.000000 Penalty: 5174.050781
	Iteration 81Q: 3 clusters Score -4323319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4323335.000000 Penalty: 5174.050781
	Iteration 82Q: 3 clusters Score -4323335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4323334.500000 Penalty: 5174.050781
	Iteration 83Q: 3 clusters Score -4323334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4323338.000000 Penalty: 5174.050781
	Iteration 84Q: 3 clusters Score -4323338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4323334.000000 Penalty: 5174.050781
	Iteration 85Q: 3 clusters Score -4323334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4323346.500000 Penalty: 5174.050781
	Iteration 86Q: 3 clusters Score -4323346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4323342.500000 Penalty: 5174.050781
	Iteration 87Q: 3 clusters Score -4323342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4323335.000000 Penalty: 5174.050781
	Iteration 88Q: 3 clusters Score -4323335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4323344.000000 Penalty: 5174.050781
	Iteration 89Q: 3 clusters Score -4323344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4323346.500000 Penalty: 5174.050781
	Iteration 90Q: 3 clusters Score -4323346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4323346.500000 Penalty: 5174.050781
	Iteration 91Q: 3 clusters Score -4323346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -4323351.000000 Penalty: 5174.050781
	Iteration 92Q: 3 clusters Score -4323351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4323355.500000 Penalty: 5174.050781
	Iteration 93Q: 3 clusters Score -4323356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4323355.000000 Penalty: 5174.050781
	Iteration 94Q: 3 clusters Score -4323355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4323356.000000 Penalty: 5174.050781
	Iteration 95Q: 3 clusters Score -4323356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4323351.000000 Penalty: 5174.050781
	Iteration 96Q: 3 clusters Score -4323351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4323361.000000 Penalty: 5174.050781
	Iteration 97Q: 3 clusters Score -4323361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4323357.500000 Penalty: 5174.050781
	Iteration 98Q: 3 clusters Score -4323358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4323357.500000 Penalty: 5174.050781
	Iteration 99Q: 3 clusters Score -4323358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4323360.000000 Penalty: 5174.050781
	Iteration 100F: 3 clusters Score -4323360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Entering Unmasked Estep 
Score: -1749535.875000 Penalty: 2364.937988
	Iteration 0F: 2 clusters Score -1749536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1739379.375000 Penalty: 4729.875977
	Iteration 0F: 3 clusters Score -1739379 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1742543.250000 Penalty: 4729.875977
	Iteration 1F: 3 clusters Score -1742543 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1742896.250000 Penalty: 4729.875977
	Iteration 2F: 3 clusters Score -1742896 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1743173.750000 Penalty: 4729.875977
	Iteration 3F: 3 clusters Score -1743174 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1743401.500000 Penalty: 4729.875977
	Iteration 4Q: 3 clusters Score -1743402 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1743619.500000 Penalty: 4729.875977
	Iteration 5Q: 3 clusters Score -1743620 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1743866.250000 Penalty: 4729.875977
	Iteration 6Q: 3 clusters Score -1743866 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1744161.375000 Penalty: 4729.875977
	Iteration 7Q: 3 clusters Score -1744161 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1744557.375000 Penalty: 4729.875977
	Iteration 8Q: 3 clusters Score -1744557 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1745074.750000 Penalty: 4729.875977
	Iteration 9Q: 3 clusters Score -1745075 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1745748.625000 Penalty: 4729.875977
	Iteration 10F: 3 clusters Score -1745749 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1746481.625000 Penalty: 4729.875977
	Iteration 11F: 3 clusters Score -1746482 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1747132.750000 Penalty: 4729.875977
	Iteration 12F: 3 clusters Score -1747133 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1747599.875000 Penalty: 4729.875977
	Iteration 13Q: 3 clusters Score -1747600 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1747923.125000 Penalty: 4729.875977
	Iteration 14Q: 3 clusters Score -1747923 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1748124.750000 Penalty: 4729.875977
	Iteration 15Q: 3 clusters Score -1748125 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1748256.000000 Penalty: 4729.875977
	Iteration 16Q: 3 clusters Score -1748256 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1748326.375000 Penalty: 4729.875977
	Iteration 17Q: 3 clusters Score -1748326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1748360.125000 Penalty: 4729.875977
	Iteration 18Q: 3 clusters Score -1748360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1748375.250000 Penalty: 4729.875977
	Iteration 19Q: 3 clusters Score -1748375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1748386.875000 Penalty: 4729.875977
	Iteration 20F: 3 clusters Score -1748387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1748396.375000 Penalty: 4729.875977
	Iteration 21Q: 3 clusters Score -1748396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1748401.500000 Penalty: 4729.875977
	Iteration 22Q: 3 clusters Score -1748402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1748403.375000 Penalty: 4729.875977
	Iteration 23Q: 3 clusters Score -1748403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1748410.750000 Penalty: 4729.875977
	Iteration 24Q: 3 clusters Score -1748411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1748416.500000 Penalty: 4729.875977
	Iteration 25Q: 3 clusters Score -1748416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1748420.625000 Penalty: 4729.875977
	Iteration 26Q: 3 clusters Score -1748421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1748419.750000 Penalty: 4729.875977
	Iteration 27Q: 3 clusters Score -1748420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1748423.500000 Penalty: 4729.875977
	Iteration 28Q: 3 clusters Score -1748424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1748422.750000 Penalty: 4729.875977
	Iteration 29Q: 3 clusters Score -1748423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1748426.625000 Penalty: 4729.875977
	Iteration 30Q: 3 clusters Score -1748427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1748426.625000 Penalty: 4729.875977
	Iteration 31Q: 3 clusters Score -1748427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1748428.125000 Penalty: 4729.875977
	Iteration 32Q: 3 clusters Score -1748428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1748425.500000 Penalty: 4729.875977
	Iteration 33Q: 3 clusters Score -1748426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1748424.750000 Penalty: 4729.875977
	Iteration 34Q: 3 clusters Score -1748425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1748424.750000 Penalty: 4729.875977
	Iteration 35F: 3 clusters Score -1748425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Entering Unmasked Estep 
Score: -1145154.875000 Penalty: 2268.608154
	Iteration 0F: 2 clusters Score -1145155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1137839.500000 Penalty: 4537.216309
	Iteration 0F: 3 clusters Score -1137840 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1139955.125000 Penalty: 4537.216309
	Iteration 1F: 3 clusters Score -1139955 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1140241.250000 Penalty: 4537.216309
	Iteration 2F: 3 clusters Score -1140241 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1140451.500000 Penalty: 4537.216309
	Iteration 3F: 3 clusters Score -1140452 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1140615.125000 Penalty: 4537.216309
	Iteration 4Q: 3 clusters Score -1140615 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1140787.375000 Penalty: 4537.216309
	Iteration 5Q: 3 clusters Score -1140787 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1140975.750000 Penalty: 4537.216309
	Iteration 6Q: 3 clusters Score -1140976 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1141177.875000 Penalty: 4537.216309
	Iteration 7Q: 3 clusters Score -1141178 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1141409.125000 Penalty: 4537.216309
	Iteration 8Q: 3 clusters Score -1141409 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1141654.500000 Penalty: 4537.216309
	Iteration 9Q: 3 clusters Score -1141654 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1141893.125000 Penalty: 4537.216309
	Iteration 10Q: 3 clusters Score -1141893 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1142106.125000 Penalty: 4537.216309
	Iteration 11Q: 3 clusters Score -1142106 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1142277.750000 Penalty: 4537.216309
	Iteration 12Q: 3 clusters Score -1142278 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1142434.750000 Penalty: 4537.216309
	Iteration 13Q: 3 clusters Score -1142435 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1142550.875000 Penalty: 4537.216309
	Iteration 14Q: 3 clusters Score -1142551 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1142645.000000 Penalty: 4537.216309
	Iteration 15Q: 3 clusters Score -1142645 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1142722.750000 Penalty: 4537.216309
	Iteration 16Q: 3 clusters Score -1142723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1142795.750000 Penalty: 4537.216309
	Iteration 17Q: 3 clusters Score -1142796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1142834.625000 Penalty: 4537.216309
	Iteration 18Q: 3 clusters Score -1142835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1142863.000000 Penalty: 4537.216309
	Iteration 19Q: 3 clusters Score -1142863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1142886.750000 Penalty: 4537.216309
	Iteration 20F: 3 clusters Score -1142887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1142902.750000 Penalty: 4537.216309
	Iteration 21Q: 3 clusters Score -1142903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1142914.125000 Penalty: 4537.216309
	Iteration 22Q: 3 clusters Score -1142914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1142923.000000 Penalty: 4537.216309
	Iteration 23Q: 3 clusters Score -1142923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1142934.500000 Penalty: 4537.216309
	Iteration 24Q: 3 clusters Score -1142934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1142936.000000 Penalty: 4537.216309
	Iteration 25Q: 3 clusters Score -1142936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1142939.875000 Penalty: 4537.216309
	Iteration 26Q: 3 clusters Score -1142940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1142948.250000 Penalty: 4537.216309
	Iteration 27Q: 3 clusters Score -1142948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1142950.625000 Penalty: 4537.216309
	Iteration 28Q: 3 clusters Score -1142951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1142952.625000 Penalty: 4537.216309
	Iteration 29Q: 3 clusters Score -1142953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1142955.375000 Penalty: 4537.216309
	Iteration 30Q: 3 clusters Score -1142955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1142958.750000 Penalty: 4537.216309
	Iteration 31Q: 3 clusters Score -1142959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1142960.000000 Penalty: 4537.216309
	Iteration 32Q: 3 clusters Score -1142960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1142961.500000 Penalty: 4537.216309
	Iteration 33Q: 3 clusters Score -1142962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1142961.750000 Penalty: 4537.216309
	Iteration 34Q: 3 clusters Score -1142962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1142964.875000 Penalty: 4537.216309
	Iteration 35Q: 3 clusters Score -1142965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1142966.000000 Penalty: 4537.216309
	Iteration 36Q: 3 clusters Score -1142966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1142968.625000 Penalty: 4537.216309
	Iteration 37Q: 3 clusters Score -1142969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1142972.625000 Penalty: 4537.216309
	Iteration 38Q: 3 clusters Score -1142973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1142974.750000 Penalty: 4537.216309
	Iteration 39Q: 3 clusters Score -1142975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1142980.250000 Penalty: 4537.216309
	Iteration 40F: 3 clusters Score -1142980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1142988.625000 Penalty: 4537.216309
	Iteration 41Q: 3 clusters Score -1142989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1142993.000000 Penalty: 4537.216309
	Iteration 42Q: 3 clusters Score -1142993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1142995.250000 Penalty: 4537.216309
	Iteration 43Q: 3 clusters Score -1142995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1142997.250000 Penalty: 4537.216309
	Iteration 44Q: 3 clusters Score -1142997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1142999.000000 Penalty: 4537.216309
	Iteration 45Q: 3 clusters Score -1142999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1143002.375000 Penalty: 4537.216309
	Iteration 46Q: 3 clusters Score -1143002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1143005.375000 Penalty: 4537.216309
	Iteration 47Q: 3 clusters Score -1143005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1143010.500000 Penalty: 4537.216309
	Iteration 48Q: 3 clusters Score -1143010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1143011.625000 Penalty: 4537.216309
	Iteration 49Q: 3 clusters Score -1143012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1143020.250000 Penalty: 4537.216309
	Iteration 50Q: 3 clusters Score -1143020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1143025.125000 Penalty: 4537.216309
	Iteration 51Q: 3 clusters Score -1143025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1143033.625000 Penalty: 4537.216309
	Iteration 52Q: 3 clusters Score -1143034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1143037.250000 Penalty: 4537.216309
	Iteration 53Q: 3 clusters Score -1143037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1143039.625000 Penalty: 4537.216309
	Iteration 54Q: 3 clusters Score -1143040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1143040.250000 Penalty: 4537.216309
	Iteration 55Q: 3 clusters Score -1143040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1143039.375000 Penalty: 4537.216309
	Iteration 56Q: 3 clusters Score -1143039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1143042.125000 Penalty: 4537.216309
	Iteration 57Q: 3 clusters Score -1143042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1143044.625000 Penalty: 4537.216309
	Iteration 58Q: 3 clusters Score -1143045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1143044.750000 Penalty: 4537.216309
	Iteration 59Q: 3 clusters Score -1143045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1143046.875000 Penalty: 4537.216309
	Iteration 60F: 3 clusters Score -1143047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1143048.000000 Penalty: 4537.216309
	Iteration 61Q: 3 clusters Score -1143048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1143050.375000 Penalty: 4537.216309
	Iteration 62Q: 3 clusters Score -1143050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1143053.750000 Penalty: 4537.216309
	Iteration 63Q: 3 clusters Score -1143054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1143052.500000 Penalty: 4537.216309
	Iteration 64Q: 3 clusters Score -1143052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1143051.250000 Penalty: 4537.216309
	Iteration 65Q: 3 clusters Score -1143051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1143053.375000 Penalty: 4537.216309
	Iteration 66Q: 3 clusters Score -1143053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1143053.375000 Penalty: 4537.216309
	Iteration 67F: 3 clusters Score -1143053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Entering Unmasked Estep 
Score: -6355066.500000 Penalty: 2699.341553
	Iteration 0F: 2 clusters Score -6355066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -6319252.500000 Penalty: 5398.683105
	Iteration 0F: 3 clusters Score -6319252 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -6333038.500000 Penalty: 5398.683105
	Iteration 1F: 3 clusters Score -6333038 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6333878.000000 Penalty: 5398.683105
	Iteration 2Q: 3 clusters Score -6333878 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6334801.500000 Penalty: 5398.683105
	Iteration 3Q: 3 clusters Score -6334802 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6335917.500000 Penalty: 5398.683105
	Iteration 4Q: 3 clusters Score -6335918 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -6337219.500000 Penalty: 5398.683105
	Iteration 5Q: 3 clusters Score -6337220 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -6338637.500000 Penalty: 5398.683105
	Iteration 6F: 3 clusters Score -6338638 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -6340145.500000 Penalty: 5398.683105
	Iteration 7F: 3 clusters Score -6340146 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -6341782.000000 Penalty: 5398.683105
	Iteration 8F: 3 clusters Score -6341782 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6343447.000000 Penalty: 5398.683105
	Iteration 9F: 3 clusters Score -6343447 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -6345002.000000 Penalty: 5398.683105
	Iteration 10Q: 3 clusters Score -6345002 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -6346422.500000 Penalty: 5398.683105
	Iteration 11Q: 3 clusters Score -6346422 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -6347604.000000 Penalty: 5398.683105
	Iteration 12Q: 3 clusters Score -6347604 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -6348475.000000 Penalty: 5398.683105
	Iteration 13Q: 3 clusters Score -6348475 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -6349105.000000 Penalty: 5398.683105
	Iteration 14Q: 3 clusters Score -6349105 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -6349536.500000 Penalty: 5398.683105
	Iteration 15Q: 3 clusters Score -6349536 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -6349929.000000 Penalty: 5398.683105
	Iteration 16Q: 3 clusters Score -6349929 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6350202.000000 Penalty: 5398.683105
	Iteration 17Q: 3 clusters Score -6350202 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -6350458.500000 Penalty: 5398.683105
	Iteration 18Q: 3 clusters Score -6350458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -6350656.000000 Penalty: 5398.683105
	Iteration 19Q: 3 clusters Score -6350656 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6350857.500000 Penalty: 5398.683105
	Iteration 20F: 3 clusters Score -6350858 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -6351013.000000 Penalty: 5398.683105
	Iteration 21Q: 3 clusters Score -6351013 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6351116.500000 Penalty: 5398.683105
	Iteration 22Q: 3 clusters Score -6351116 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -6351245.500000 Penalty: 5398.683105
	Iteration 23Q: 3 clusters Score -6351246 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6351388.500000 Penalty: 5398.683105
	Iteration 24Q: 3 clusters Score -6351388 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6351491.500000 Penalty: 5398.683105
	Iteration 25Q: 3 clusters Score -6351492 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6351568.000000 Penalty: 5398.683105
	Iteration 26Q: 3 clusters Score -6351568 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -6351653.500000 Penalty: 5398.683105
	Iteration 27Q: 3 clusters Score -6351654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6351754.500000 Penalty: 5398.683105
	Iteration 28Q: 3 clusters Score -6351754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6351840.500000 Penalty: 5398.683105
	Iteration 29Q: 3 clusters Score -6351840 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6351951.500000 Penalty: 5398.683105
	Iteration 30Q: 3 clusters Score -6351952 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6352036.000000 Penalty: 5398.683105
	Iteration 31Q: 3 clusters Score -6352036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6352117.500000 Penalty: 5398.683105
	Iteration 32Q: 3 clusters Score -6352118 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -6352225.500000 Penalty: 5398.683105
	Iteration 33Q: 3 clusters Score -6352226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -6352297.000000 Penalty: 5398.683105
	Iteration 34Q: 3 clusters Score -6352297 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6352367.500000 Penalty: 5398.683105
	Iteration 35Q: 3 clusters Score -6352368 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6352438.000000 Penalty: 5398.683105
	Iteration 36Q: 3 clusters Score -6352438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -6352497.500000 Penalty: 5398.683105
	Iteration 37Q: 3 clusters Score -6352498 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6352562.500000 Penalty: 5398.683105
	Iteration 38Q: 3 clusters Score -6352562 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6352614.500000 Penalty: 5398.683105
	Iteration 39Q: 3 clusters Score -6352614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6352656.000000 Penalty: 5398.683105
	Iteration 40F: 3 clusters Score -6352656 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6352726.500000 Penalty: 5398.683105
	Iteration 41Q: 3 clusters Score -6352726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6352776.000000 Penalty: 5398.683105
	Iteration 42Q: 3 clusters Score -6352776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6352849.000000 Penalty: 5398.683105
	Iteration 43Q: 3 clusters Score -6352849 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6352888.500000 Penalty: 5398.683105
	Iteration 44Q: 3 clusters Score -6352888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -6352943.500000 Penalty: 5398.683105
	Iteration 45Q: 3 clusters Score -6352944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -6352965.500000 Penalty: 5398.683105
	Iteration 46Q: 3 clusters Score -6352966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -6352999.000000 Penalty: 5398.683105
	Iteration 47Q: 3 clusters Score -6352999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6353012.000000 Penalty: 5398.683105
	Iteration 48Q: 3 clusters Score -6353012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6353012.500000 Penalty: 5398.683105
	Iteration 49Q: 3 clusters Score -6353012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6353048.000000 Penalty: 5398.683105
	Iteration 50Q: 3 clusters Score -6353048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6353057.500000 Penalty: 5398.683105
	Iteration 51Q: 3 clusters Score -6353058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6353076.500000 Penalty: 5398.683105
	Iteration 52Q: 3 clusters Score -6353076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -6353097.000000 Penalty: 5398.683105
	Iteration 53Q: 3 clusters Score -6353097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -6353123.500000 Penalty: 5398.683105
	Iteration 54Q: 3 clusters Score -6353124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -6353133.000000 Penalty: 5398.683105
	Iteration 55Q: 3 clusters Score -6353133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -6353131.000000 Penalty: 5398.683105
	Iteration 56Q: 3 clusters Score -6353131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -6353143.500000 Penalty: 5398.683105
	Iteration 57Q: 3 clusters Score -6353144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6353164.500000 Penalty: 5398.683105
	Iteration 58Q: 3 clusters Score -6353164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -6353168.500000 Penalty: 5398.683105
	Iteration 59Q: 3 clusters Score -6353168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6353167.500000 Penalty: 5398.683105
	Iteration 60F: 3 clusters Score -6353168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6353178.500000 Penalty: 5398.683105
	Iteration 61Q: 3 clusters Score -6353178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -6353182.500000 Penalty: 5398.683105
	Iteration 62Q: 3 clusters Score -6353182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -6353181.500000 Penalty: 5398.683105
	Iteration 63Q: 3 clusters Score -6353182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6353184.500000 Penalty: 5398.683105
	Iteration 64Q: 3 clusters Score -6353184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -6353195.000000 Penalty: 5398.683105
	Iteration 65Q: 3 clusters Score -6353195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6353199.500000 Penalty: 5398.683105
	Iteration 66Q: 3 clusters Score -6353200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -6353192.000000 Penalty: 5398.683105
	Iteration 67Q: 3 clusters Score -6353192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6353190.500000 Penalty: 5398.683105
	Iteration 68Q: 3 clusters Score -6353190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6353196.500000 Penalty: 5398.683105
	Iteration 69Q: 3 clusters Score -6353196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6353192.500000 Penalty: 5398.683105
	Iteration 70Q: 3 clusters Score -6353192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6353199.500000 Penalty: 5398.683105
	Iteration 71Q: 3 clusters Score -6353200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6353204.000000 Penalty: 5398.683105
	Iteration 72Q: 3 clusters Score -6353204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -6353215.000000 Penalty: 5398.683105
	Iteration 73Q: 3 clusters Score -6353215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -6353215.000000 Penalty: 5398.683105
	Iteration 74Q: 3 clusters Score -6353215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6353219.000000 Penalty: 5398.683105
	Iteration 75Q: 3 clusters Score -6353219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6353225.500000 Penalty: 5398.683105
	Iteration 76Q: 3 clusters Score -6353226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -6353230.000000 Penalty: 5398.683105
	Iteration 77Q: 3 clusters Score -6353230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6353227.500000 Penalty: 5398.683105
	Iteration 78Q: 3 clusters Score -6353228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6353223.500000 Penalty: 5398.683105
	Iteration 79Q: 3 clusters Score -6353224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6353230.500000 Penalty: 5398.683105
	Iteration 80F: 3 clusters Score -6353230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -6353234.000000 Penalty: 5398.683105
	Iteration 81Q: 3 clusters Score -6353234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -6353242.000000 Penalty: 5398.683105
	Iteration 82Q: 3 clusters Score -6353242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6353232.500000 Penalty: 5398.683105
	Iteration 83Q: 3 clusters Score -6353232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -6353247.000000 Penalty: 5398.683105
	Iteration 84Q: 3 clusters Score -6353247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -6353244.500000 Penalty: 5398.683105
	Iteration 85Q: 3 clusters Score -6353244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -6353252.000000 Penalty: 5398.683105
	Iteration 86Q: 3 clusters Score -6353252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -6353252.000000 Penalty: 5398.683105
	Iteration 87Q: 3 clusters Score -6353252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -6353252.500000 Penalty: 5398.683105
	Iteration 88Q: 3 clusters Score -6353252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6353253.000000 Penalty: 5398.683105
	Iteration 89Q: 3 clusters Score -6353253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6353253.000000 Penalty: 5398.683105
	Iteration 90F: 3 clusters Score -6353253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Entering Unmasked Estep 
Score: -7438502.500000 Penalty: 2714.758057
	Iteration 0F: 2 clusters Score -7438502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -7400383.500000 Penalty: 5429.516113
	Iteration 0F: 3 clusters Score -7400384 nChanged 26383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7415567.500000 Penalty: 5429.516113
	Iteration 1F: 3 clusters Score -7415568 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7416706.500000 Penalty: 5429.516113
	Iteration 2Q: 3 clusters Score -7416706 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7418292.500000 Penalty: 5429.516113
	Iteration 3F: 3 clusters Score -7418292 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -7420479.500000 Penalty: 5429.516113
	Iteration 4F: 3 clusters Score -7420480 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -7423558.000000 Penalty: 5429.516113
	Iteration 5F: 3 clusters Score -7423558 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -7426942.000000 Penalty: 5429.516113
	Iteration 6F: 3 clusters Score -7426942 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -7429662.500000 Penalty: 5429.516113
	Iteration 7F: 3 clusters Score -7429662 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7431208.000000 Penalty: 5429.516113
	Iteration 8Q: 3 clusters Score -7431208 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -7431833.000000 Penalty: 5429.516113
	Iteration 9Q: 3 clusters Score -7431833 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7432121.500000 Penalty: 5429.516113
	Iteration 10Q: 3 clusters Score -7432122 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -7432336.500000 Penalty: 5429.516113
	Iteration 11Q: 3 clusters Score -7432336 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7432447.500000 Penalty: 5429.516113
	Iteration 12Q: 3 clusters Score -7432448 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -7432516.500000 Penalty: 5429.516113
	Iteration 13Q: 3 clusters Score -7432516 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7432614.500000 Penalty: 5429.516113
	Iteration 14Q: 3 clusters Score -7432614 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -7432727.000000 Penalty: 5429.516113
	Iteration 15Q: 3 clusters Score -7432727 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7432773.500000 Penalty: 5429.516113
	Iteration 16Q: 3 clusters Score -7432774 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -7432862.000000 Penalty: 5429.516113
	Iteration 17Q: 3 clusters Score -7432862 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -7432971.000000 Penalty: 5429.516113
	Iteration 18Q: 3 clusters Score -7432971 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -7433068.500000 Penalty: 5429.516113
	Iteration 19Q: 3 clusters Score -7433068 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -7433177.500000 Penalty: 5429.516113
	Iteration 20F: 3 clusters Score -7433178 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -7433285.000000 Penalty: 5429.516113
	Iteration 21Q: 3 clusters Score -7433285 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -7433405.500000 Penalty: 5429.516113
	Iteration 22Q: 3 clusters Score -7433406 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7433494.000000 Penalty: 5429.516113
	Iteration 23Q: 3 clusters Score -7433494 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -7433616.000000 Penalty: 5429.516113
	Iteration 24Q: 3 clusters Score -7433616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -7433706.000000 Penalty: 5429.516113
	Iteration 25Q: 3 clusters Score -7433706 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -7433847.500000 Penalty: 5429.516113
	Iteration 26Q: 3 clusters Score -7433848 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7433949.500000 Penalty: 5429.516113
	Iteration 27Q: 3 clusters Score -7433950 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -7434091.000000 Penalty: 5429.516113
	Iteration 28Q: 3 clusters Score -7434091 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7434239.500000 Penalty: 5429.516113
	Iteration 29Q: 3 clusters Score -7434240 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -7434444.000000 Penalty: 5429.516113
	Iteration 30Q: 3 clusters Score -7434444 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7434643.000000 Penalty: 5429.516113
	Iteration 31Q: 3 clusters Score -7434643 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7434907.000000 Penalty: 5429.516113
	Iteration 32Q: 3 clusters Score -7434907 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -7435176.500000 Penalty: 5429.516113
	Iteration 33Q: 3 clusters Score -7435176 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -7435507.500000 Penalty: 5429.516113
	Iteration 34Q: 3 clusters Score -7435508 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7435806.500000 Penalty: 5429.516113
	Iteration 35Q: 3 clusters Score -7435806 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -7436095.000000 Penalty: 5429.516113
	Iteration 36Q: 3 clusters Score -7436095 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -7436349.500000 Penalty: 5429.516113
	Iteration 37Q: 3 clusters Score -7436350 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -7436507.000000 Penalty: 5429.516113
	Iteration 38Q: 3 clusters Score -7436507 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -7436632.500000 Penalty: 5429.516113
	Iteration 39Q: 3 clusters Score -7436632 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -7436778.000000 Penalty: 5429.516113
	Iteration 40F: 3 clusters Score -7436778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -7436918.500000 Penalty: 5429.516113
	Iteration 41Q: 3 clusters Score -7436918 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -7437008.500000 Penalty: 5429.516113
	Iteration 42Q: 3 clusters Score -7437008 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -7437071.500000 Penalty: 5429.516113
	Iteration 43Q: 3 clusters Score -7437072 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -7437144.000000 Penalty: 5429.516113
	Iteration 44Q: 3 clusters Score -7437144 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -7437180.000000 Penalty: 5429.516113
	Iteration 45Q: 3 clusters Score -7437180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -7437233.000000 Penalty: 5429.516113
	Iteration 46Q: 3 clusters Score -7437233 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -7437248.500000 Penalty: 5429.516113
	Iteration 47Q: 3 clusters Score -7437248 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7437254.500000 Penalty: 5429.516113
	Iteration 48Q: 3 clusters Score -7437254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7437301.000000 Penalty: 5429.516113
	Iteration 49Q: 3 clusters Score -7437301 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -7437336.000000 Penalty: 5429.516113
	Iteration 50Q: 3 clusters Score -7437336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7437345.000000 Penalty: 5429.516113
	Iteration 51Q: 3 clusters Score -7437345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -7437369.500000 Penalty: 5429.516113
	Iteration 52Q: 3 clusters Score -7437370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7437381.000000 Penalty: 5429.516113
	Iteration 53Q: 3 clusters Score -7437381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7437392.000000 Penalty: 5429.516113
	Iteration 54Q: 3 clusters Score -7437392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -7437391.000000 Penalty: 5429.516113
	Iteration 55Q: 3 clusters Score -7437391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -7437398.500000 Penalty: 5429.516113
	Iteration 56Q: 3 clusters Score -7437398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -7437399.000000 Penalty: 5429.516113
	Iteration 57Q: 3 clusters Score -7437399 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -7437414.000000 Penalty: 5429.516113
	Iteration 58Q: 3 clusters Score -7437414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7437419.500000 Penalty: 5429.516113
	Iteration 59Q: 3 clusters Score -7437420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -7437427.500000 Penalty: 5429.516113
	Iteration 60F: 3 clusters Score -7437428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7437428.500000 Penalty: 5429.516113
	Iteration 61Q: 3 clusters Score -7437428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7437440.000000 Penalty: 5429.516113
	Iteration 62Q: 3 clusters Score -7437440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7437449.500000 Penalty: 5429.516113
	Iteration 63Q: 3 clusters Score -7437450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -7437430.500000 Penalty: 5429.516113
	Iteration 64Q: 3 clusters Score -7437430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -7437432.000000 Penalty: 5429.516113
	Iteration 65Q: 3 clusters Score -7437432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7437432.000000 Penalty: 5429.516113
	Iteration 66Q: 3 clusters Score -7437432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7437424.500000 Penalty: 5429.516113
	Iteration 67Q: 3 clusters Score -7437424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -7437445.000000 Penalty: 5429.516113
	Iteration 68Q: 3 clusters Score -7437445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -7437433.500000 Penalty: 5429.516113
	Iteration 69Q: 3 clusters Score -7437434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7437443.500000 Penalty: 5429.516113
	Iteration 70Q: 3 clusters Score -7437444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7437450.500000 Penalty: 5429.516113
	Iteration 71Q: 3 clusters Score -7437450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7437450.000000 Penalty: 5429.516113
	Iteration 72Q: 3 clusters Score -7437450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -7437454.500000 Penalty: 5429.516113
	Iteration 73Q: 3 clusters Score -7437454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7437458.000000 Penalty: 5429.516113
	Iteration 74Q: 3 clusters Score -7437458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -7437457.000000 Penalty: 5429.516113
	Iteration 75Q: 3 clusters Score -7437457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7437462.000000 Penalty: 5429.516113
	Iteration 76Q: 3 clusters Score -7437462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -7437454.000000 Penalty: 5429.516113
	Iteration 77Q: 3 clusters Score -7437454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7437434.500000 Penalty: 5429.516113
	Iteration 78Q: 3 clusters Score -7437434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -7437438.000000 Penalty: 5429.516113
	Iteration 79Q: 3 clusters Score -7437438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7437436.500000 Penalty: 5429.516113
	Iteration 80F: 3 clusters Score -7437436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7437438.500000 Penalty: 5429.516113
	Iteration 81Q: 3 clusters Score -7437438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7437435.000000 Penalty: 5429.516113
	Iteration 82Q: 3 clusters Score -7437435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7437435.000000 Penalty: 5429.516113
	Iteration 83Q: 3 clusters Score -7437435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7437430.500000 Penalty: 5429.516113
	Iteration 84Q: 3 clusters Score -7437430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7437428.000000 Penalty: 5429.516113
	Iteration 85Q: 3 clusters Score -7437428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -7437437.000000 Penalty: 5429.516113
	Iteration 86Q: 3 clusters Score -7437437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -7437435.500000 Penalty: 5429.516113
	Iteration 87Q: 3 clusters Score -7437436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -7437434.000000 Penalty: 5429.516113
	Iteration 88Q: 3 clusters Score -7437434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7437441.500000 Penalty: 5429.516113
	Iteration 89Q: 3 clusters Score -7437442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7437441.500000 Penalty: 5429.516113
	Iteration 90F: 3 clusters Score -7437442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Entering Unmasked Estep 
Score: -1650564.000000 Penalty: 2379.979248
	Iteration 0F: 2 clusters Score -1650564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1639928.875000 Penalty: 4759.958496
	Iteration 0F: 3 clusters Score -1639929 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1643302.375000 Penalty: 4759.958496
	Iteration 1F: 3 clusters Score -1643302 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1643870.375000 Penalty: 4759.958496
	Iteration 2F: 3 clusters Score -1643870 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1644449.250000 Penalty: 4759.958496
	Iteration 3F: 3 clusters Score -1644449 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1644943.000000 Penalty: 4759.958496
	Iteration 4F: 3 clusters Score -1644943 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1645377.625000 Penalty: 4759.958496
	Iteration 5F: 3 clusters Score -1645378 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1645835.375000 Penalty: 4759.958496
	Iteration 6Q: 3 clusters Score -1645835 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1646295.000000 Penalty: 4759.958496
	Iteration 7Q: 3 clusters Score -1646295 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1646706.500000 Penalty: 4759.958496
	Iteration 8Q: 3 clusters Score -1646706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1647063.375000 Penalty: 4759.958496
	Iteration 9Q: 3 clusters Score -1647063 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1647362.375000 Penalty: 4759.958496
	Iteration 10Q: 3 clusters Score -1647362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1647629.000000 Penalty: 4759.958496
	Iteration 11Q: 3 clusters Score -1647629 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1647824.500000 Penalty: 4759.958496
	Iteration 12Q: 3 clusters Score -1647824 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1647988.750000 Penalty: 4759.958496
	Iteration 13Q: 3 clusters Score -1647989 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1648146.375000 Penalty: 4759.958496
	Iteration 14Q: 3 clusters Score -1648146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1648289.500000 Penalty: 4759.958496
	Iteration 15Q: 3 clusters Score -1648290 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1648413.250000 Penalty: 4759.958496
	Iteration 16Q: 3 clusters Score -1648413 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1648514.625000 Penalty: 4759.958496
	Iteration 17Q: 3 clusters Score -1648515 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1648602.750000 Penalty: 4759.958496
	Iteration 18Q: 3 clusters Score -1648603 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1648672.750000 Penalty: 4759.958496
	Iteration 19Q: 3 clusters Score -1648673 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1648732.250000 Penalty: 4759.958496
	Iteration 20F: 3 clusters Score -1648732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1648789.625000 Penalty: 4759.958496
	Iteration 21Q: 3 clusters Score -1648790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1648850.250000 Penalty: 4759.958496
	Iteration 22Q: 3 clusters Score -1648850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1648916.500000 Penalty: 4759.958496
	Iteration 23Q: 3 clusters Score -1648916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1648988.250000 Penalty: 4759.958496
	Iteration 24Q: 3 clusters Score -1648988 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1649076.250000 Penalty: 4759.958496
	Iteration 25Q: 3 clusters Score -1649076 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1649175.875000 Penalty: 4759.958496
	Iteration 26Q: 3 clusters Score -1649176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1649283.125000 Penalty: 4759.958496
	Iteration 27Q: 3 clusters Score -1649283 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1649396.500000 Penalty: 4759.958496
	Iteration 28Q: 3 clusters Score -1649396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1649513.375000 Penalty: 4759.958496
	Iteration 29Q: 3 clusters Score -1649513 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1649624.375000 Penalty: 4759.958496
	Iteration 30Q: 3 clusters Score -1649624 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1649724.375000 Penalty: 4759.958496
	Iteration 31Q: 3 clusters Score -1649724 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1649803.375000 Penalty: 4759.958496
	Iteration 32Q: 3 clusters Score -1649803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1649866.125000 Penalty: 4759.958496
	Iteration 33Q: 3 clusters Score -1649866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1649925.625000 Penalty: 4759.958496
	Iteration 34Q: 3 clusters Score -1649926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1649959.000000 Penalty: 4759.958496
	Iteration 35Q: 3 clusters Score -1649959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1649979.625000 Penalty: 4759.958496
	Iteration 36Q: 3 clusters Score -1649980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1650001.625000 Penalty: 4759.958496
	Iteration 37Q: 3 clusters Score -1650002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1650020.750000 Penalty: 4759.958496
	Iteration 38Q: 3 clusters Score -1650021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1650041.500000 Penalty: 4759.958496
	Iteration 39Q: 3 clusters Score -1650042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1650051.875000 Penalty: 4759.958496
	Iteration 40F: 3 clusters Score -1650052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1650057.375000 Penalty: 4759.958496
	Iteration 41Q: 3 clusters Score -1650057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1650077.375000 Penalty: 4759.958496
	Iteration 42Q: 3 clusters Score -1650077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1650085.375000 Penalty: 4759.958496
	Iteration 43Q: 3 clusters Score -1650085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1650095.500000 Penalty: 4759.958496
	Iteration 44Q: 3 clusters Score -1650096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1650102.750000 Penalty: 4759.958496
	Iteration 45Q: 3 clusters Score -1650103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1650105.375000 Penalty: 4759.958496
	Iteration 46Q: 3 clusters Score -1650105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1650113.750000 Penalty: 4759.958496
	Iteration 47Q: 3 clusters Score -1650114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1650118.875000 Penalty: 4759.958496
	Iteration 48Q: 3 clusters Score -1650119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1650122.750000 Penalty: 4759.958496
	Iteration 49Q: 3 clusters Score -1650123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1650137.000000 Penalty: 4759.958496
	Iteration 50Q: 3 clusters Score -1650137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1650136.125000 Penalty: 4759.958496
	Iteration 51Q: 3 clusters Score -1650136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1650144.375000 Penalty: 4759.958496
	Iteration 52Q: 3 clusters Score -1650144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1650157.625000 Penalty: 4759.958496
	Iteration 53Q: 3 clusters Score -1650158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1650167.875000 Penalty: 4759.958496
	Iteration 54Q: 3 clusters Score -1650168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1650173.000000 Penalty: 4759.958496
	Iteration 55Q: 3 clusters Score -1650173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1650184.500000 Penalty: 4759.958496
	Iteration 56Q: 3 clusters Score -1650184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1650193.375000 Penalty: 4759.958496
	Iteration 57Q: 3 clusters Score -1650193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1650203.750000 Penalty: 4759.958496
	Iteration 58Q: 3 clusters Score -1650204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1650215.750000 Penalty: 4759.958496
	Iteration 59Q: 3 clusters Score -1650216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1650226.875000 Penalty: 4759.958496
	Iteration 60F: 3 clusters Score -1650227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1650233.750000 Penalty: 4759.958496
	Iteration 61Q: 3 clusters Score -1650234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1650241.500000 Penalty: 4759.958496
	Iteration 62Q: 3 clusters Score -1650242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1650243.250000 Penalty: 4759.958496
	Iteration 63Q: 3 clusters Score -1650243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1650246.125000 Penalty: 4759.958496
	Iteration 64Q: 3 clusters Score -1650246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1650248.000000 Penalty: 4759.958496
	Iteration 65Q: 3 clusters Score -1650248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1650255.500000 Penalty: 4759.958496
	Iteration 66Q: 3 clusters Score -1650256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1650257.250000 Penalty: 4759.958496
	Iteration 67Q: 3 clusters Score -1650257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1650258.750000 Penalty: 4759.958496
	Iteration 68Q: 3 clusters Score -1650259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1650261.875000 Penalty: 4759.958496
	Iteration 69Q: 3 clusters Score -1650262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1650270.000000 Penalty: 4759.958496
	Iteration 70Q: 3 clusters Score -1650270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1650271.000000 Penalty: 4759.958496
	Iteration 71Q: 3 clusters Score -1650271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1650274.875000 Penalty: 4759.958496
	Iteration 72Q: 3 clusters Score -1650275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1650276.250000 Penalty: 4759.958496
	Iteration 73Q: 3 clusters Score -1650276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1650279.875000 Penalty: 4759.958496
	Iteration 74Q: 3 clusters Score -1650280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1650285.500000 Penalty: 4759.958496
	Iteration 75Q: 3 clusters Score -1650286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1650288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1650294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1650296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1650306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1650305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1650305 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1650302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1650308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1650310 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1650318 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1650318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1650319 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1650322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1650326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1650323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1650327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1650330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1650329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1650337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1650332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1650332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1650334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1650334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1650339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1650344 nChanged 18
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Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1650344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1650346 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1650346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1650352 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1650356 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1650362 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1650362 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1650373 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1650375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1650376 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1650375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1650381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1650382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1650388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1650389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1650395 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1650399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1650402 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1650402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1650407.000000 Penalty: 4759.958496
	Iteration 120F: 3 clusters Score -1650407 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6030 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1650408 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1650410 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1650423.875000 Penalty: 4759.958496
	Iteration 123Q: 3 clusters Score -1650424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1650424 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1650430 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1650430 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1650432 nChanged 20
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1650436 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1650441 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5825 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1650442 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1650455 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1650468 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1650478 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1650487 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1650493 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1650512 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1650530 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1650544 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1650557 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1650572 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1650582 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1650588 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1650598 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1650607 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1650610 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9477 members 
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	Iteration 146Q: 3 clusters Score -1650607 nChanged 14
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Mstep: Class 1 contains 5225 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1650612 nChanged 10
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Mstep: Class 1 contains 5215 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1650615 nChanged 12
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1650618 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1650615 nChanged 12
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Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1650618 nChanged 9
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Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1650622 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1650623 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9563 members 
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	Iteration 154Q: 3 clusters Score -1650622 nChanged 3
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1650622 nChanged 2
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Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1650621 nChanged 6
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1650622 nChanged 5
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Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1650622 nChanged 3
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	Iteration 159Q: 3 clusters Score -1650620 nChanged 3
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	Iteration 160F: 3 clusters Score -1650623 nChanged 2
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1650622 nChanged 1
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1650624 nChanged 2
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1650626 nChanged 4
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Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 9590 members 
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	Iteration 164Q: 3 clusters Score -1650625 nChanged 5
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1650623 nChanged 3
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Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1650625 nChanged 4
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1650621 nChanged 1
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	Iteration 168Q: 3 clusters Score -1650622 nChanged 0
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	Iteration 169F: 3 clusters Score -1650622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33913 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 343740 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 9603 members 
Entering Unmasked Estep 
Score: -104944088.000000 Penalty: 111635.625000
Splitting cluster 11 changes total score from -104944952.000000 to -104944088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -526587.937500 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -526587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -522503.125000 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -522503.1 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -523659.125000 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -523659.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -523923.562500 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -523923.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -524134.437500 Penalty: 4152.136230
	Iteration 3F: 3 clusters Score -524134.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -524318.375000 Penalty: 4152.136230
	Iteration 4F: 3 clusters Score -524318.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -524465.000000 Penalty: 4152.136230
	Iteration 5Q: 3 clusters Score -524465 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -524623.250000 Penalty: 4152.136230
	Iteration 6Q: 3 clusters Score -524623.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -524779.875000 Penalty: 4152.136230
	Iteration 7Q: 3 clusters Score -524779.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -524891.812500 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -524891.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -524977.375000 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -524977.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -525045.687500 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -525045.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -525099.375000 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -525099.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525141.000000 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -525141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -525168.250000 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -525168.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -525191.062500 Penalty: 4152.136230
	Iteration 14Q: 3 clusters Score -525191.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -525206.562500 Penalty: 4152.136230
	Iteration 15Q: 3 clusters Score -525206.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -525217.625000 Penalty: 4152.136230
	Iteration 16Q: 3 clusters Score -525217.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -525225.625000 Penalty: 4152.136230
	Iteration 17Q: 3 clusters Score -525225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -525232.062500 Penalty: 4152.136230
	Iteration 18Q: 3 clusters Score -525232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -525237.687500 Penalty: 4152.136230
	Iteration 19Q: 3 clusters Score -525237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -525244.687500 Penalty: 4152.136230
	Iteration 20F: 3 clusters Score -525244.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -525250.500000 Penalty: 4152.136230
	Iteration 21Q: 3 clusters Score -525250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -525257.250000 Penalty: 4152.136230
	Iteration 22Q: 3 clusters Score -525257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -525261.625000 Penalty: 4152.136230
	Iteration 23Q: 3 clusters Score -525261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -525264.687500 Penalty: 4152.136230
	Iteration 24Q: 3 clusters Score -525264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -525267.062500 Penalty: 4152.136230
	Iteration 25Q: 3 clusters Score -525267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -525270.750000 Penalty: 4152.136230
	Iteration 26Q: 3 clusters Score -525270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -525272.125000 Penalty: 4152.136230
	Iteration 27Q: 3 clusters Score -525272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -525273.500000 Penalty: 4152.136230
	Iteration 28Q: 3 clusters Score -525273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -525273.125000 Penalty: 4152.136230
	Iteration 29Q: 3 clusters Score -525273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -525274.937500 Penalty: 4152.136230
	Iteration 30Q: 3 clusters Score -525274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -525274.875000 Penalty: 4152.136230
	Iteration 31Q: 3 clusters Score -525274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -525274.875000 Penalty: 4152.136230
	Iteration 32F: 3 clusters Score -525274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -740353.125000 Penalty: 2185.585205
	Iteration 0F: 2 clusters Score -740353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -734812.125000 Penalty: 4371.170410
	Iteration 0F: 3 clusters Score -734812.1 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -736494.250000 Penalty: 4371.170410
	Iteration 1F: 3 clusters Score -736494.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -736910.625000 Penalty: 4371.170410
	Iteration 2F: 3 clusters Score -736910.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -737300.750000 Penalty: 4371.170410
	Iteration 3F: 3 clusters Score -737300.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -737594.500000 Penalty: 4371.170410
	Iteration 4F: 3 clusters Score -737594.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -737838.937500 Penalty: 4371.170410
	Iteration 5Q: 3 clusters Score -737838.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -738024.562500 Penalty: 4371.170410
	Iteration 6Q: 3 clusters Score -738024.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -738172.562500 Penalty: 4371.170410
	Iteration 7Q: 3 clusters Score -738172.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -738291.062500 Penalty: 4371.170410
	Iteration 8Q: 3 clusters Score -738291.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -738371.187500 Penalty: 4371.170410
	Iteration 9Q: 3 clusters Score -738371.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -738425.687500 Penalty: 4371.170410
	Iteration 10Q: 3 clusters Score -738425.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -738476.500000 Penalty: 4371.170410
	Iteration 11Q: 3 clusters Score -738476.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -738513.062500 Penalty: 4371.170410
	Iteration 12Q: 3 clusters Score -738513.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -738543.750000 Penalty: 4371.170410
	Iteration 13Q: 3 clusters Score -738543.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -738569.812500 Penalty: 4371.170410
	Iteration 14Q: 3 clusters Score -738569.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -738591.000000 Penalty: 4371.170410
	Iteration 15Q: 3 clusters Score -738591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -738606.937500 Penalty: 4371.170410
	Iteration 16Q: 3 clusters Score -738606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -738618.375000 Penalty: 4371.170410
	Iteration 17Q: 3 clusters Score -738618.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -738634.875000 Penalty: 4371.170410
	Iteration 18Q: 3 clusters Score -738634.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -738645.812500 Penalty: 4371.170410
	Iteration 19Q: 3 clusters Score -738645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -738652.437500 Penalty: 4371.170410
	Iteration 20F: 3 clusters Score -738652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -738660.125000 Penalty: 4371.170410
	Iteration 21Q: 3 clusters Score -738660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -738668.500000 Penalty: 4371.170410
	Iteration 22Q: 3 clusters Score -738668.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -738672.062500 Penalty: 4371.170410
	Iteration 23Q: 3 clusters Score -738672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -738675.625000 Penalty: 4371.170410
	Iteration 24Q: 3 clusters Score -738675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -738678.250000 Penalty: 4371.170410
	Iteration 25Q: 3 clusters Score -738678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -738682.312500 Penalty: 4371.170410
	Iteration 26Q: 3 clusters Score -738682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -738685.812500 Penalty: 4371.170410
	Iteration 27Q: 3 clusters Score -738685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -738688.937500 Penalty: 4371.170410
	Iteration 28Q: 3 clusters Score -738688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -738693.187500 Penalty: 4371.170410
	Iteration 29Q: 3 clusters Score -738693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -738695.875000 Penalty: 4371.170410
	Iteration 30Q: 3 clusters Score -738695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -738696.125000 Penalty: 4371.170410
	Iteration 31Q: 3 clusters Score -738696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -738700.562500 Penalty: 4371.170410
	Iteration 32Q: 3 clusters Score -738700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -738702.125000 Penalty: 4371.170410
	Iteration 33Q: 3 clusters Score -738702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -738702.812500 Penalty: 4371.170410
	Iteration 34Q: 3 clusters Score -738702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -738707.937500 Penalty: 4371.170410
	Iteration 35Q: 3 clusters Score -738707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -738711.500000 Penalty: 4371.170410
	Iteration 36Q: 3 clusters Score -738711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -738712.312500 Penalty: 4371.170410
	Iteration 37Q: 3 clusters Score -738712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -738714.062500 Penalty: 4371.170410
	Iteration 38Q: 3 clusters Score -738714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -738716.875000 Penalty: 4371.170410
	Iteration 39Q: 3 clusters Score -738716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -738717.125000 Penalty: 4371.170410
	Iteration 40F: 3 clusters Score -738717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -738718.000000 Penalty: 4371.170410
	Iteration 41Q: 3 clusters Score -738718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -738718.937500 Penalty: 4371.170410
	Iteration 42Q: 3 clusters Score -738718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -738719.625000 Penalty: 4371.170410
	Iteration 43Q: 3 clusters Score -738719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -738719.625000 Penalty: 4371.170410
	Iteration 44F: 3 clusters Score -738719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Entering Unmasked Estep 
Score: -5301403.000000 Penalty: 2632.243408
	Iteration 0F: 2 clusters Score -5301403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5273745.500000 Penalty: 5264.486816
	Iteration 0F: 3 clusters Score -5273746 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5284284.000000 Penalty: 5264.486816
	Iteration 1F: 3 clusters Score -5284284 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5285080.500000 Penalty: 5264.486816
	Iteration 2Q: 3 clusters Score -5285080 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5286113.000000 Penalty: 5264.486816
	Iteration 3F: 3 clusters Score -5286113 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5287494.000000 Penalty: 5264.486816
	Iteration 4F: 3 clusters Score -5287494 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5289320.500000 Penalty: 5264.486816
	Iteration 5F: 3 clusters Score -5289320 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5291287.000000 Penalty: 5264.486816
	Iteration 6F: 3 clusters Score -5291287 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5293042.000000 Penalty: 5264.486816
	Iteration 7F: 3 clusters Score -5293042 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5294471.500000 Penalty: 5264.486816
	Iteration 8F: 3 clusters Score -5294472 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -5295694.000000 Penalty: 5264.486816
	Iteration 9Q: 3 clusters Score -5295694 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -5296655.500000 Penalty: 5264.486816
	Iteration 10Q: 3 clusters Score -5296656 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -5297283.500000 Penalty: 5264.486816
	Iteration 11Q: 3 clusters Score -5297284 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5297648.000000 Penalty: 5264.486816
	Iteration 12Q: 3 clusters Score -5297648 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -5297886.500000 Penalty: 5264.486816
	Iteration 13Q: 3 clusters Score -5297886 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -5298107.500000 Penalty: 5264.486816
	Iteration 14Q: 3 clusters Score -5298108 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5298249.000000 Penalty: 5264.486816
	Iteration 15Q: 3 clusters Score -5298249 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5298397.500000 Penalty: 5264.486816
	Iteration 16Q: 3 clusters Score -5298398 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5298578.000000 Penalty: 5264.486816
	Iteration 17Q: 3 clusters Score -5298578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5298736.500000 Penalty: 5264.486816
	Iteration 18Q: 3 clusters Score -5298736 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5298854.000000 Penalty: 5264.486816
	Iteration 19Q: 3 clusters Score -5298854 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5298944.000000 Penalty: 5264.486816
	Iteration 20F: 3 clusters Score -5298944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5299025.500000 Penalty: 5264.486816
	Iteration 21Q: 3 clusters Score -5299026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5299087.000000 Penalty: 5264.486816
	Iteration 22Q: 3 clusters Score -5299087 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5299149.500000 Penalty: 5264.486816
	Iteration 23Q: 3 clusters Score -5299150 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5299190.000000 Penalty: 5264.486816
	Iteration 24Q: 3 clusters Score -5299190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5299237.500000 Penalty: 5264.486816
	Iteration 25Q: 3 clusters Score -5299238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5299284.000000 Penalty: 5264.486816
	Iteration 26Q: 3 clusters Score -5299284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5299295.500000 Penalty: 5264.486816
	Iteration 27Q: 3 clusters Score -5299296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5299342.000000 Penalty: 5264.486816
	Iteration 28Q: 3 clusters Score -5299342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5299351.000000 Penalty: 5264.486816
	Iteration 29Q: 3 clusters Score -5299351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5299377.000000 Penalty: 5264.486816
	Iteration 30Q: 3 clusters Score -5299377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5299381.500000 Penalty: 5264.486816
	Iteration 31Q: 3 clusters Score -5299382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5299401.500000 Penalty: 5264.486816
	Iteration 32Q: 3 clusters Score -5299402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5299415.000000 Penalty: 5264.486816
	Iteration 33Q: 3 clusters Score -5299415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5299414.500000 Penalty: 5264.486816
	Iteration 34Q: 3 clusters Score -5299414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5299419.500000 Penalty: 5264.486816
	Iteration 35Q: 3 clusters Score -5299420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5299427.500000 Penalty: 5264.486816
	Iteration 36Q: 3 clusters Score -5299428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5299429.500000 Penalty: 5264.486816
	Iteration 37Q: 3 clusters Score -5299430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5299436.000000 Penalty: 5264.486816
	Iteration 38Q: 3 clusters Score -5299436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5299447.500000 Penalty: 5264.486816
	Iteration 39Q: 3 clusters Score -5299448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5299444.000000 Penalty: 5264.486816
	Iteration 40F: 3 clusters Score -5299444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5299451.500000 Penalty: 5264.486816
	Iteration 41Q: 3 clusters Score -5299452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5299457.500000 Penalty: 5264.486816
	Iteration 42Q: 3 clusters Score -5299458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5299456.500000 Penalty: 5264.486816
	Iteration 43Q: 3 clusters Score -5299456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5299468.500000 Penalty: 5264.486816
	Iteration 44Q: 3 clusters Score -5299468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5299470.500000 Penalty: 5264.486816
	Iteration 45Q: 3 clusters Score -5299470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5299481.500000 Penalty: 5264.486816
	Iteration 46Q: 3 clusters Score -5299482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5299488.000000 Penalty: 5264.486816
	Iteration 47Q: 3 clusters Score -5299488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5299492.500000 Penalty: 5264.486816
	Iteration 48Q: 3 clusters Score -5299492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5299499.500000 Penalty: 5264.486816
	Iteration 49Q: 3 clusters Score -5299500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5299499.000000 Penalty: 5264.486816
	Iteration 50Q: 3 clusters Score -5299499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5299496.000000 Penalty: 5264.486816
	Iteration 51Q: 3 clusters Score -5299496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5299486.500000 Penalty: 5264.486816
	Iteration 52Q: 3 clusters Score -5299486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5299481.000000 Penalty: 5264.486816
	Iteration 53Q: 3 clusters Score -5299481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5299487.000000 Penalty: 5264.486816
	Iteration 54Q: 3 clusters Score -5299487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5299489.500000 Penalty: 5264.486816
	Iteration 55Q: 3 clusters Score -5299490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5299495.500000 Penalty: 5264.486816
	Iteration 56Q: 3 clusters Score -5299496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5299486.000000 Penalty: 5264.486816
	Iteration 57Q: 3 clusters Score -5299486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5299490.000000 Penalty: 5264.486816
	Iteration 58Q: 3 clusters Score -5299490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5299496.500000 Penalty: 5264.486816
	Iteration 59Q: 3 clusters Score -5299496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5299491.500000 Penalty: 5264.486816
	Iteration 60F: 3 clusters Score -5299492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5299491.000000 Penalty: 5264.486816
	Iteration 61Q: 3 clusters Score -5299491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5299491.500000 Penalty: 5264.486816
	Iteration 62Q: 3 clusters Score -5299492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5299500.000000 Penalty: 5264.486816
	Iteration 63Q: 3 clusters Score -5299500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5299496.500000 Penalty: 5264.486816
	Iteration 64Q: 3 clusters Score -5299496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5299500.000000 Penalty: 5264.486816
	Iteration 65Q: 3 clusters Score -5299500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5299494.500000 Penalty: 5264.486816
	Iteration 66Q: 3 clusters Score -5299494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5299495.500000 Penalty: 5264.486816
	Iteration 67Q: 3 clusters Score -5299496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5299495.500000 Penalty: 5264.486816
	Iteration 68F: 3 clusters Score -5299496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -498115.406250 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -498115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -494181.156250 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -494181.2 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -495080.281250 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -495080.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -495265.593750 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -495265.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -495355.625000 Penalty: 4115.828613
	Iteration 3Q: 3 clusters Score -495355.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495409.812500 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -495409.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495459.375000 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -495459.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -495498.562500 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -495498.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -495518.281250 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -495518.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -495534.406250 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -495534.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495549.593750 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -495549.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -495559.656250 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -495559.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -495568.937500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -495568.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -495575.375000 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -495575.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -495581.125000 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -495581.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -495587.031250 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -495587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495593.687500 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -495593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -495595.125000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -495595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -495597.562500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -495597.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -495599.437500 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -495599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -495600.218750 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -495600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495601.812500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -495601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -495606.468750 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -495606.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -495611.062500 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -495611.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -495617.000000 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -495617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -495622.500000 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -495622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -495624.937500 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -495624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -495627.468750 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -495627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -495630.187500 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -495630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -495631.906250 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -495631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495632.187500 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -495632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -495632.312500 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -495632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495633.656250 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -495633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495634.906250 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -495634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -495637.781250 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -495637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -495641.281250 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -495641.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -495644.000000 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -495644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -495648.156250 Penalty: 4115.828613
	Iteration 36Q: 3 clusters Score -495648.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -495653.843750 Penalty: 4115.828613
	Iteration 37Q: 3 clusters Score -495653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -495660.218750 Penalty: 4115.828613
	Iteration 38Q: 3 clusters Score -495660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -495662.343750 Penalty: 4115.828613
	Iteration 39Q: 3 clusters Score -495662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -495666.250000 Penalty: 4115.828613
	Iteration 40F: 3 clusters Score -495666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -495671.093750 Penalty: 4115.828613
	Iteration 41Q: 3 clusters Score -495671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -495677.125000 Penalty: 4115.828613
	Iteration 42Q: 3 clusters Score -495677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495683.062500 Penalty: 4115.828613
	Iteration 43Q: 3 clusters Score -495683.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -495688.843750 Penalty: 4115.828613
	Iteration 44Q: 3 clusters Score -495688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -495692.625000 Penalty: 4115.828613
	Iteration 45Q: 3 clusters Score -495692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -495695.281250 Penalty: 4115.828613
	Iteration 46Q: 3 clusters Score -495695.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -495699.125000 Penalty: 4115.828613
	Iteration 47Q: 3 clusters Score -495699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -495704.343750 Penalty: 4115.828613
	Iteration 48Q: 3 clusters Score -495704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -495708.156250 Penalty: 4115.828613
	Iteration 49Q: 3 clusters Score -495708.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -495712.031250 Penalty: 4115.828613
	Iteration 50Q: 3 clusters Score -495712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -495715.750000 Penalty: 4115.828613
	Iteration 51Q: 3 clusters Score -495715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -495716.250000 Penalty: 4115.828613
	Iteration 52Q: 3 clusters Score -495716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -495718.437500 Penalty: 4115.828613
	Iteration 53Q: 3 clusters Score -495718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -495724.156250 Penalty: 4115.828613
	Iteration 54Q: 3 clusters Score -495724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -495730.437500 Penalty: 4115.828613
	Iteration 55Q: 3 clusters Score -495730.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -495736.062500 Penalty: 4115.828613
	Iteration 56Q: 3 clusters Score -495736.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -495744.343750 Penalty: 4115.828613
	Iteration 57Q: 3 clusters Score -495744.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -495748.937500 Penalty: 4115.828613
	Iteration 58Q: 3 clusters Score -495748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -495752.000000 Penalty: 4115.828613
	Iteration 59Q: 3 clusters Score -495752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -495755.656250 Penalty: 4115.828613
	Iteration 60F: 3 clusters Score -495755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -495757.687500 Penalty: 4115.828613
	Iteration 61Q: 3 clusters Score -495757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -495759.062500 Penalty: 4115.828613
	Iteration 62Q: 3 clusters Score -495759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -495762.187500 Penalty: 4115.828613
	Iteration 63Q: 3 clusters Score -495762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -495763.937500 Penalty: 4115.828613
	Iteration 64Q: 3 clusters Score -495763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -495764.875000 Penalty: 4115.828613
	Iteration 65Q: 3 clusters Score -495764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -495767.250000 Penalty: 4115.828613
	Iteration 66Q: 3 clusters Score -495767.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -495771.375000 Penalty: 4115.828613
	Iteration 67Q: 3 clusters Score -495771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -495772.625000 Penalty: 4115.828613
	Iteration 68Q: 3 clusters Score -495772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -495777.531250 Penalty: 4115.828613
	Iteration 69Q: 3 clusters Score -495777.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -495785.093750 Penalty: 4115.828613
	Iteration 70Q: 3 clusters Score -495785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -495789.593750 Penalty: 4115.828613
	Iteration 71Q: 3 clusters Score -495789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -495795.937500 Penalty: 4115.828613
	Iteration 72Q: 3 clusters Score -495795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -495799.656250 Penalty: 4115.828613
	Iteration 73Q: 3 clusters Score -495799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -495803.093750 Penalty: 4115.828613
	Iteration 74Q: 3 clusters Score -495803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -495805.687500 Penalty: 4115.828613
	Iteration 75Q: 3 clusters Score -495805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -495806.218750 Penalty: 4115.828613
	Iteration 76Q: 3 clusters Score -495806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -495806.125000 Penalty: 4115.828613
	Iteration 77Q: 3 clusters Score -495806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -495806.875000 Penalty: 4115.828613
	Iteration 78Q: 3 clusters Score -495806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -495807.437500 Penalty: 4115.828613
	Iteration 79Q: 3 clusters Score -495807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -495808.843750 Penalty: 4115.828613
	Iteration 80F: 3 clusters Score -495808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -495811.000000 Penalty: 4115.828613
	Iteration 81Q: 3 clusters Score -495811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -495814.625000 Penalty: 4115.828613
	Iteration 82Q: 3 clusters Score -495814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -495815.531250 Penalty: 4115.828613
	Iteration 83Q: 3 clusters Score -495815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -495816.468750 Penalty: 4115.828613
	Iteration 84Q: 3 clusters Score -495816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -495816.468750 Penalty: 4115.828613
	Iteration 85F: 3 clusters Score -495816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1482108.750000 Penalty: 2322.868164
	Iteration 0F: 2 clusters Score -1482109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1473474.125000 Penalty: 4645.736328
	Iteration 0F: 3 clusters Score -1473474 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1476132.625000 Penalty: 4645.736328
	Iteration 1F: 3 clusters Score -1476133 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1476472.000000 Penalty: 4645.736328
	Iteration 2F: 3 clusters Score -1476472 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1476788.125000 Penalty: 4645.736328
	Iteration 3F: 3 clusters Score -1476788 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1477113.625000 Penalty: 4645.736328
	Iteration 4Q: 3 clusters Score -1477114 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1477498.125000 Penalty: 4645.736328
	Iteration 5Q: 3 clusters Score -1477498 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1477927.750000 Penalty: 4645.736328
	Iteration 6Q: 3 clusters Score -1477928 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1478415.500000 Penalty: 4645.736328
	Iteration 7Q: 3 clusters Score -1478416 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1478935.375000 Penalty: 4645.736328
	Iteration 8F: 3 clusters Score -1478935 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1479310.125000 Penalty: 4645.736328
	Iteration 9Q: 3 clusters Score -1479310 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1479561.750000 Penalty: 4645.736328
	Iteration 10Q: 3 clusters Score -1479562 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1479739.250000 Penalty: 4645.736328
	Iteration 11Q: 3 clusters Score -1479739 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1479862.500000 Penalty: 4645.736328
	Iteration 12Q: 3 clusters Score -1479862 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1479962.250000 Penalty: 4645.736328
	Iteration 13Q: 3 clusters Score -1479962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1480037.875000 Penalty: 4645.736328
	Iteration 14Q: 3 clusters Score -1480038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1480083.250000 Penalty: 4645.736328
	Iteration 15Q: 3 clusters Score -1480083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1480116.000000 Penalty: 4645.736328
	Iteration 16Q: 3 clusters Score -1480116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1480146.125000 Penalty: 4645.736328
	Iteration 17Q: 3 clusters Score -1480146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1480176.000000 Penalty: 4645.736328
	Iteration 18Q: 3 clusters Score -1480176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1480204.375000 Penalty: 4645.736328
	Iteration 19Q: 3 clusters Score -1480204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1480232.125000 Penalty: 4645.736328
	Iteration 20F: 3 clusters Score -1480232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1480260.250000 Penalty: 4645.736328
	Iteration 21Q: 3 clusters Score -1480260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1480285.000000 Penalty: 4645.736328
	Iteration 22Q: 3 clusters Score -1480285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1480307.000000 Penalty: 4645.736328
	Iteration 23Q: 3 clusters Score -1480307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1480328.250000 Penalty: 4645.736328
	Iteration 24Q: 3 clusters Score -1480328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1480340.750000 Penalty: 4645.736328
	Iteration 25Q: 3 clusters Score -1480341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1480349.000000 Penalty: 4645.736328
	Iteration 26Q: 3 clusters Score -1480349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1480355.125000 Penalty: 4645.736328
	Iteration 27Q: 3 clusters Score -1480355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1480356.875000 Penalty: 4645.736328
	Iteration 28Q: 3 clusters Score -1480357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1480362.625000 Penalty: 4645.736328
	Iteration 29Q: 3 clusters Score -1480363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1480368.875000 Penalty: 4645.736328
	Iteration 30Q: 3 clusters Score -1480369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1480370.500000 Penalty: 4645.736328
	Iteration 31Q: 3 clusters Score -1480370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1480378.250000 Penalty: 4645.736328
	Iteration 32Q: 3 clusters Score -1480378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1480382.500000 Penalty: 4645.736328
	Iteration 33Q: 3 clusters Score -1480382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1480386.250000 Penalty: 4645.736328
	Iteration 34Q: 3 clusters Score -1480386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1480388.250000 Penalty: 4645.736328
	Iteration 35Q: 3 clusters Score -1480388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1480388.375000 Penalty: 4645.736328
	Iteration 36Q: 3 clusters Score -1480388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1480390.250000 Penalty: 4645.736328
	Iteration 37Q: 3 clusters Score -1480390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1480394.875000 Penalty: 4645.736328
	Iteration 38Q: 3 clusters Score -1480395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1480394.750000 Penalty: 4645.736328
	Iteration 39Q: 3 clusters Score -1480395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1480391.750000 Penalty: 4645.736328
	Iteration 40F: 3 clusters Score -1480392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1480394.750000 Penalty: 4645.736328
	Iteration 41Q: 3 clusters Score -1480395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1480393.750000 Penalty: 4645.736328
	Iteration 42Q: 3 clusters Score -1480394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1480396.375000 Penalty: 4645.736328
	Iteration 43Q: 3 clusters Score -1480396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1480395.125000 Penalty: 4645.736328
	Iteration 44Q: 3 clusters Score -1480395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1480396.250000 Penalty: 4645.736328
	Iteration 45Q: 3 clusters Score -1480396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1480396.250000 Penalty: 4645.736328
	Iteration 46F: 3 clusters Score -1480396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -458053.093750 Penalty: 2032.237427
	Iteration 0F: 2 clusters Score -458053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -454359.843750 Penalty: 4064.474854
	Iteration 0F: 3 clusters Score -454359.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -455130.343750 Penalty: 4064.474854
	Iteration 1F: 3 clusters Score -455130.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -455312.968750 Penalty: 4064.474854
	Iteration 2F: 3 clusters Score -455313 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -455419.562500 Penalty: 4064.474854
	Iteration 3Q: 3 clusters Score -455419.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -455501.687500 Penalty: 4064.474854
	Iteration 4Q: 3 clusters Score -455501.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -455567.156250 Penalty: 4064.474854
	Iteration 5Q: 3 clusters Score -455567.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -455618.062500 Penalty: 4064.474854
	Iteration 6Q: 3 clusters Score -455618.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -455673.531250 Penalty: 4064.474854
	Iteration 7Q: 3 clusters Score -455673.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -455706.843750 Penalty: 4064.474854
	Iteration 8Q: 3 clusters Score -455706.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -455738.562500 Penalty: 4064.474854
	Iteration 9Q: 3 clusters Score -455738.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -455775.093750 Penalty: 4064.474854
	Iteration 10Q: 3 clusters Score -455775.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -455840.500000 Penalty: 4064.474854
	Iteration 11Q: 3 clusters Score -455840.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -455949.281250 Penalty: 4064.474854
	Iteration 12Q: 3 clusters Score -455949.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -456064.937500 Penalty: 4064.474854
	Iteration 13Q: 3 clusters Score -456064.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -456144.468750 Penalty: 4064.474854
	Iteration 14Q: 3 clusters Score -456144.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -456211.125000 Penalty: 4064.474854
	Iteration 15Q: 3 clusters Score -456211.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -456265.312500 Penalty: 4064.474854
	Iteration 16Q: 3 clusters Score -456265.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -456320.656250 Penalty: 4064.474854
	Iteration 17Q: 3 clusters Score -456320.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -456373.375000 Penalty: 4064.474854
	Iteration 18Q: 3 clusters Score -456373.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -456421.125000 Penalty: 4064.474854
	Iteration 19Q: 3 clusters Score -456421.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -456469.343750 Penalty: 4064.474854
	Iteration 20F: 3 clusters Score -456469.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -456498.812500 Penalty: 4064.474854
	Iteration 21Q: 3 clusters Score -456498.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -456528.343750 Penalty: 4064.474854
	Iteration 22Q: 3 clusters Score -456528.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -456549.218750 Penalty: 4064.474854
	Iteration 23Q: 3 clusters Score -456549.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -456573.718750 Penalty: 4064.474854
	Iteration 24Q: 3 clusters Score -456573.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -456603.968750 Penalty: 4064.474854
	Iteration 25Q: 3 clusters Score -456604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -456645.375000 Penalty: 4064.474854
	Iteration 26Q: 3 clusters Score -456645.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -456690.593750 Penalty: 4064.474854
	Iteration 27Q: 3 clusters Score -456690.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -456727.468750 Penalty: 4064.474854
	Iteration 28Q: 3 clusters Score -456727.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -456754.062500 Penalty: 4064.474854
	Iteration 29Q: 3 clusters Score -456754.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -456771.531250 Penalty: 4064.474854
	Iteration 30Q: 3 clusters Score -456771.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -456787.218750 Penalty: 4064.474854
	Iteration 31Q: 3 clusters Score -456787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -456802.437500 Penalty: 4064.474854
	Iteration 32Q: 3 clusters Score -456802.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -456816.062500 Penalty: 4064.474854
	Iteration 33Q: 3 clusters Score -456816.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456830.218750 Penalty: 4064.474854
	Iteration 34Q: 3 clusters Score -456830.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456844.750000 Penalty: 4064.474854
	Iteration 35Q: 3 clusters Score -456844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -456852.406250 Penalty: 4064.474854
	Iteration 36Q: 3 clusters Score -456852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -456860.562500 Penalty: 4064.474854
	Iteration 37Q: 3 clusters Score -456860.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -456868.875000 Penalty: 4064.474854
	Iteration 38Q: 3 clusters Score -456868.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -456878.218750 Penalty: 4064.474854
	Iteration 39Q: 3 clusters Score -456878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -456888.218750 Penalty: 4064.474854
	Iteration 40F: 3 clusters Score -456888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -456899.812500 Penalty: 4064.474854
	Iteration 41Q: 3 clusters Score -456899.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -456909.937500 Penalty: 4064.474854
	Iteration 42Q: 3 clusters Score -456909.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -456917.000000 Penalty: 4064.474854
	Iteration 43Q: 3 clusters Score -456917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -456923.156250 Penalty: 4064.474854
	Iteration 44Q: 3 clusters Score -456923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -456928.718750 Penalty: 4064.474854
	Iteration 45Q: 3 clusters Score -456928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -456934.312500 Penalty: 4064.474854
	Iteration 46Q: 3 clusters Score -456934.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -456941.093750 Penalty: 4064.474854
	Iteration 47Q: 3 clusters Score -456941.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -456948.000000 Penalty: 4064.474854
	Iteration 48Q: 3 clusters Score -456948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -456954.937500 Penalty: 4064.474854
	Iteration 49Q: 3 clusters Score -456954.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -456963.250000 Penalty: 4064.474854
	Iteration 50Q: 3 clusters Score -456963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -456972.593750 Penalty: 4064.474854
	Iteration 51Q: 3 clusters Score -456972.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -456984.312500 Penalty: 4064.474854
	Iteration 52Q: 3 clusters Score -456984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -456993.437500 Penalty: 4064.474854
	Iteration 53Q: 3 clusters Score -456993.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -457004.500000 Penalty: 4064.474854
	Iteration 54Q: 3 clusters Score -457004.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -457009.750000 Penalty: 4064.474854
	Iteration 55Q: 3 clusters Score -457009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -457013.281250 Penalty: 4064.474854
	Iteration 56Q: 3 clusters Score -457013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -457016.531250 Penalty: 4064.474854
	Iteration 57Q: 3 clusters Score -457016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -457018.937500 Penalty: 4064.474854
	Iteration 58Q: 3 clusters Score -457018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -457020.312500 Penalty: 4064.474854
	Iteration 59Q: 3 clusters Score -457020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -457023.156250 Penalty: 4064.474854
	Iteration 60F: 3 clusters Score -457023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -457026.875000 Penalty: 4064.474854
	Iteration 61Q: 3 clusters Score -457026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -457031.593750 Penalty: 4064.474854
	Iteration 62Q: 3 clusters Score -457031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -457033.312500 Penalty: 4064.474854
	Iteration 63Q: 3 clusters Score -457033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -457037.531250 Penalty: 4064.474854
	Iteration 64Q: 3 clusters Score -457037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -457039.500000 Penalty: 4064.474854
	Iteration 65Q: 3 clusters Score -457039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -457043.468750 Penalty: 4064.474854
	Iteration 66Q: 3 clusters Score -457043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -457049.250000 Penalty: 4064.474854
	Iteration 67Q: 3 clusters Score -457049.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -457055.906250 Penalty: 4064.474854
	Iteration 68Q: 3 clusters Score -457055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -457061.625000 Penalty: 4064.474854
	Iteration 69Q: 3 clusters Score -457061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -457067.656250 Penalty: 4064.474854
	Iteration 70Q: 3 clusters Score -457067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -457070.093750 Penalty: 4064.474854
	Iteration 71Q: 3 clusters Score -457070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -457074.531250 Penalty: 4064.474854
	Iteration 72Q: 3 clusters Score -457074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -457078.250000 Penalty: 4064.474854
	Iteration 73Q: 3 clusters Score -457078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -457084.562500 Penalty: 4064.474854
	Iteration 74Q: 3 clusters Score -457084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -457093.000000 Penalty: 4064.474854
	Iteration 75Q: 3 clusters Score -457093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -457097.906250 Penalty: 4064.474854
	Iteration 76Q: 3 clusters Score -457097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -457100.062500 Penalty: 4064.474854
	Iteration 77Q: 3 clusters Score -457100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -457103.125000 Penalty: 4064.474854
	Iteration 78Q: 3 clusters Score -457103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -457106.843750 Penalty: 4064.474854
	Iteration 79Q: 3 clusters Score -457106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -457109.968750 Penalty: 4064.474854
	Iteration 80F: 3 clusters Score -457110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -457112.156250 Penalty: 4064.474854
	Iteration 81Q: 3 clusters Score -457112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -457115.125000 Penalty: 4064.474854
	Iteration 82Q: 3 clusters Score -457115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -457118.968750 Penalty: 4064.474854
	Iteration 83Q: 3 clusters Score -457119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -457124.218750 Penalty: 4064.474854
	Iteration 84Q: 3 clusters Score -457124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -457127.500000 Penalty: 4064.474854
	Iteration 85Q: 3 clusters Score -457127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -457131.718750 Penalty: 4064.474854
	Iteration 86Q: 3 clusters Score -457131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -457132.812500 Penalty: 4064.474854
	Iteration 87Q: 3 clusters Score -457132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -457133.312500 Penalty: 4064.474854
	Iteration 88Q: 3 clusters Score -457133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -457134.000000 Penalty: 4064.474854
	Iteration 89Q: 3 clusters Score -457134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -457134.000000 Penalty: 4064.474854
	Iteration 90F: 3 clusters Score -457134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Entering Unmasked Estep 
Score: -6809050.000000 Penalty: 2691.975586
	Iteration 0F: 2 clusters Score -6809050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6773989.000000 Penalty: 5383.951172
	Iteration 0F: 3 clusters Score -6773989 nChanged 24026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6787534.500000 Penalty: 5383.951172
	Iteration 1F: 3 clusters Score -6787534 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -6788189.000000 Penalty: 5383.951172
	Iteration 2Q: 3 clusters Score -6788189 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -6788919.000000 Penalty: 5383.951172
	Iteration 3Q: 3 clusters Score -6788919 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6789710.000000 Penalty: 5383.951172
	Iteration 4Q: 3 clusters Score -6789710 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -6790666.000000 Penalty: 5383.951172
	Iteration 5Q: 3 clusters Score -6790666 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6792077.500000 Penalty: 5383.951172
	Iteration 6F: 3 clusters Score -6792078 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -6793842.500000 Penalty: 5383.951172
	Iteration 7F: 3 clusters Score -6793842 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6796188.000000 Penalty: 5383.951172
	Iteration 8F: 3 clusters Score -6796188 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -6798897.000000 Penalty: 5383.951172
	Iteration 9F: 3 clusters Score -6798897 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -6801067.000000 Penalty: 5383.951172
	Iteration 10F: 3 clusters Score -6801067 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -6802205.000000 Penalty: 5383.951172
	Iteration 11Q: 3 clusters Score -6802205 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -6802823.000000 Penalty: 5383.951172
	Iteration 12Q: 3 clusters Score -6802823 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6803265.500000 Penalty: 5383.951172
	Iteration 13Q: 3 clusters Score -6803266 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -6803625.000000 Penalty: 5383.951172
	Iteration 14Q: 3 clusters Score -6803625 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -6803971.500000 Penalty: 5383.951172
	Iteration 15Q: 3 clusters Score -6803972 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -6804214.500000 Penalty: 5383.951172
	Iteration 16Q: 3 clusters Score -6804214 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6804484.500000 Penalty: 5383.951172
	Iteration 17Q: 3 clusters Score -6804484 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6804757.000000 Penalty: 5383.951172
	Iteration 18Q: 3 clusters Score -6804757 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -6804981.500000 Penalty: 5383.951172
	Iteration 19Q: 3 clusters Score -6804982 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -6805195.500000 Penalty: 5383.951172
	Iteration 20F: 3 clusters Score -6805196 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6805386.000000 Penalty: 5383.951172
	Iteration 21Q: 3 clusters Score -6805386 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6805576.000000 Penalty: 5383.951172
	Iteration 22Q: 3 clusters Score -6805576 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6805664.000000 Penalty: 5383.951172
	Iteration 23Q: 3 clusters Score -6805664 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6805781.500000 Penalty: 5383.951172
	Iteration 24Q: 3 clusters Score -6805782 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6805870.000000 Penalty: 5383.951172
	Iteration 25Q: 3 clusters Score -6805870 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6805966.500000 Penalty: 5383.951172
	Iteration 26Q: 3 clusters Score -6805966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6806065.500000 Penalty: 5383.951172
	Iteration 27Q: 3 clusters Score -6806066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6806148.500000 Penalty: 5383.951172
	Iteration 28Q: 3 clusters Score -6806148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6806208.500000 Penalty: 5383.951172
	Iteration 29Q: 3 clusters Score -6806208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6806252.500000 Penalty: 5383.951172
	Iteration 30Q: 3 clusters Score -6806252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6806313.500000 Penalty: 5383.951172
	Iteration 31Q: 3 clusters Score -6806314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6806364.000000 Penalty: 5383.951172
	Iteration 32Q: 3 clusters Score -6806364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6806387.500000 Penalty: 5383.951172
	Iteration 33Q: 3 clusters Score -6806388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6806440.500000 Penalty: 5383.951172
	Iteration 34Q: 3 clusters Score -6806440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6806468.500000 Penalty: 5383.951172
	Iteration 35Q: 3 clusters Score -6806468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6806498.500000 Penalty: 5383.951172
	Iteration 36Q: 3 clusters Score -6806498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6806514.500000 Penalty: 5383.951172
	Iteration 37Q: 3 clusters Score -6806514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6806522.000000 Penalty: 5383.951172
	Iteration 38Q: 3 clusters Score -6806522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6806561.500000 Penalty: 5383.951172
	Iteration 39Q: 3 clusters Score -6806562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6806568.000000 Penalty: 5383.951172
	Iteration 40F: 3 clusters Score -6806568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6806588.000000 Penalty: 5383.951172
	Iteration 41Q: 3 clusters Score -6806588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6806605.000000 Penalty: 5383.951172
	Iteration 42Q: 3 clusters Score -6806605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6806623.500000 Penalty: 5383.951172
	Iteration 43Q: 3 clusters Score -6806624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6806643.000000 Penalty: 5383.951172
	Iteration 44Q: 3 clusters Score -6806643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6806663.000000 Penalty: 5383.951172
	Iteration 45Q: 3 clusters Score -6806663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6806685.000000 Penalty: 5383.951172
	Iteration 46Q: 3 clusters Score -6806685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6806702.000000 Penalty: 5383.951172
	Iteration 47Q: 3 clusters Score -6806702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6806726.500000 Penalty: 5383.951172
	Iteration 48Q: 3 clusters Score -6806726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6806729.500000 Penalty: 5383.951172
	Iteration 49Q: 3 clusters Score -6806730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6806745.000000 Penalty: 5383.951172
	Iteration 50Q: 3 clusters Score -6806745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6806768.000000 Penalty: 5383.951172
	Iteration 51Q: 3 clusters Score -6806768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6806761.500000 Penalty: 5383.951172
	Iteration 52Q: 3 clusters Score -6806762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6806767.500000 Penalty: 5383.951172
	Iteration 53Q: 3 clusters Score -6806768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6806775.000000 Penalty: 5383.951172
	Iteration 54Q: 3 clusters Score -6806775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6806779.500000 Penalty: 5383.951172
	Iteration 55Q: 3 clusters Score -6806780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6806779.000000 Penalty: 5383.951172
	Iteration 56Q: 3 clusters Score -6806779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6806785.500000 Penalty: 5383.951172
	Iteration 57Q: 3 clusters Score -6806786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6806791.000000 Penalty: 5383.951172
	Iteration 58Q: 3 clusters Score -6806791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6806792.000000 Penalty: 5383.951172
	Iteration 59Q: 3 clusters Score -6806792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6806794.500000 Penalty: 5383.951172
	Iteration 60F: 3 clusters Score -6806794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6806792.500000 Penalty: 5383.951172
	Iteration 61Q: 3 clusters Score -6806792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6806801.500000 Penalty: 5383.951172
	Iteration 62Q: 3 clusters Score -6806802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6806803.000000 Penalty: 5383.951172
	Iteration 63Q: 3 clusters Score -6806803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6806802.500000 Penalty: 5383.951172
	Iteration 64Q: 3 clusters Score -6806802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6806802.500000 Penalty: 5383.951172
	Iteration 65F: 3 clusters Score -6806802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -2092667.125000 Penalty: 2410.854004
	Iteration 0F: 2 clusters Score -2092667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2080802.250000 Penalty: 4821.708008
	Iteration 0F: 3 clusters Score -2080802 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2084660.500000 Penalty: 4821.708008
	Iteration 1F: 3 clusters Score -2084660 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2085141.250000 Penalty: 4821.708008
	Iteration 2F: 3 clusters Score -2085141 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2085623.750000 Penalty: 4821.708008
	Iteration 3F: 3 clusters Score -2085624 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2086189.125000 Penalty: 4821.708008
	Iteration 4F: 3 clusters Score -2086189 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2086871.250000 Penalty: 4821.708008
	Iteration 5F: 3 clusters Score -2086871 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2087712.875000 Penalty: 4821.708008
	Iteration 6F: 3 clusters Score -2087713 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2088574.000000 Penalty: 4821.708008
	Iteration 7F: 3 clusters Score -2088574 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2089367.375000 Penalty: 4821.708008
	Iteration 8F: 3 clusters Score -2089367 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2089892.000000 Penalty: 4821.708008
	Iteration 9Q: 3 clusters Score -2089892 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2090230.500000 Penalty: 4821.708008
	Iteration 10Q: 3 clusters Score -2090230 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2090486.000000 Penalty: 4821.708008
	Iteration 11Q: 3 clusters Score -2090486 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2090721.250000 Penalty: 4821.708008
	Iteration 12Q: 3 clusters Score -2090721 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2090886.375000 Penalty: 4821.708008
	Iteration 13Q: 3 clusters Score -2090886 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2091022.500000 Penalty: 4821.708008
	Iteration 14Q: 3 clusters Score -2091022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2091153.375000 Penalty: 4821.708008
	Iteration 15Q: 3 clusters Score -2091153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2091264.375000 Penalty: 4821.708008
	Iteration 16Q: 3 clusters Score -2091264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2091357.625000 Penalty: 4821.708008
	Iteration 17Q: 3 clusters Score -2091358 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2091462.750000 Penalty: 4821.708008
	Iteration 18Q: 3 clusters Score -2091463 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2091578.750000 Penalty: 4821.708008
	Iteration 19Q: 3 clusters Score -2091579 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2091710.250000 Penalty: 4821.708008
	Iteration 20F: 3 clusters Score -2091710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2091823.000000 Penalty: 4821.708008
	Iteration 21Q: 3 clusters Score -2091823 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2091910.500000 Penalty: 4821.708008
	Iteration 22Q: 3 clusters Score -2091910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2091993.375000 Penalty: 4821.708008
	Iteration 23Q: 3 clusters Score -2091993 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2092060.875000 Penalty: 4821.708008
	Iteration 24Q: 3 clusters Score -2092061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2092119.500000 Penalty: 4821.708008
	Iteration 25Q: 3 clusters Score -2092120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2092164.625000 Penalty: 4821.708008
	Iteration 26Q: 3 clusters Score -2092165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2092185.500000 Penalty: 4821.708008
	Iteration 27Q: 3 clusters Score -2092186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2092196.625000 Penalty: 4821.708008
	Iteration 28Q: 3 clusters Score -2092197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2092203.000000 Penalty: 4821.708008
	Iteration 29Q: 3 clusters Score -2092203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2092220.500000 Penalty: 4821.708008
	Iteration 30Q: 3 clusters Score -2092220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2092226.500000 Penalty: 4821.708008
	Iteration 31Q: 3 clusters Score -2092226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2092228.000000 Penalty: 4821.708008
	Iteration 32Q: 3 clusters Score -2092228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2092224.750000 Penalty: 4821.708008
	Iteration 33Q: 3 clusters Score -2092225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2092233.375000 Penalty: 4821.708008
	Iteration 34Q: 3 clusters Score -2092233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2092236.500000 Penalty: 4821.708008
	Iteration 35Q: 3 clusters Score -2092236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2092234.875000 Penalty: 4821.708008
	Iteration 36Q: 3 clusters Score -2092235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2092234.750000 Penalty: 4821.708008
	Iteration 37Q: 3 clusters Score -2092235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2092233.000000 Penalty: 4821.708008
	Iteration 38Q: 3 clusters Score -2092233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2092232.125000 Penalty: 4821.708008
	Iteration 39Q: 3 clusters Score -2092232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2092234.125000 Penalty: 4821.708008
	Iteration 40F: 3 clusters Score -2092234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2092235.625000 Penalty: 4821.708008
	Iteration 41Q: 3 clusters Score -2092236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2092235.375000 Penalty: 4821.708008
	Iteration 42Q: 3 clusters Score -2092235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2092235.750000 Penalty: 4821.708008
	Iteration 43Q: 3 clusters Score -2092236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2092234.000000 Penalty: 4821.708008
	Iteration 44Q: 3 clusters Score -2092234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2092235.625000 Penalty: 4821.708008
	Iteration 45Q: 3 clusters Score -2092236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2092234.750000 Penalty: 4821.708008
	Iteration 46Q: 3 clusters Score -2092235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2092234.750000 Penalty: 4821.708008
	Iteration 47F: 3 clusters Score -2092235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -925642.750000 Penalty: 2244.093018
	Iteration 0F: 2 clusters Score -925642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -918955.625000 Penalty: 4488.186035
	Iteration 0F: 3 clusters Score -918955.6 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -921433.500000 Penalty: 4488.186035
	Iteration 1F: 3 clusters Score -921433.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -922383.125000 Penalty: 4488.186035
	Iteration 2F: 3 clusters Score -922383.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -923246.875000 Penalty: 4488.186035
	Iteration 3F: 3 clusters Score -923246.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -923767.437500 Penalty: 4488.186035
	Iteration 4F: 3 clusters Score -923767.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -924075.875000 Penalty: 4488.186035
	Iteration 5F: 3 clusters Score -924075.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -924252.687500 Penalty: 4488.186035
	Iteration 6Q: 3 clusters Score -924252.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -924363.687500 Penalty: 4488.186035
	Iteration 7Q: 3 clusters Score -924363.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -924444.625000 Penalty: 4488.186035
	Iteration 8Q: 3 clusters Score -924444.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -924498.187500 Penalty: 4488.186035
	Iteration 9Q: 3 clusters Score -924498.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -924526.562500 Penalty: 4488.186035
	Iteration 10Q: 3 clusters Score -924526.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -924550.875000 Penalty: 4488.186035
	Iteration 11Q: 3 clusters Score -924550.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -924578.875000 Penalty: 4488.186035
	Iteration 12Q: 3 clusters Score -924578.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -924604.187500 Penalty: 4488.186035
	Iteration 13Q: 3 clusters Score -924604.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -924627.625000 Penalty: 4488.186035
	Iteration 14Q: 3 clusters Score -924627.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -924649.375000 Penalty: 4488.186035
	Iteration 15Q: 3 clusters Score -924649.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -924668.125000 Penalty: 4488.186035
	Iteration 16Q: 3 clusters Score -924668.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -924692.125000 Penalty: 4488.186035
	Iteration 17Q: 3 clusters Score -924692.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -924707.500000 Penalty: 4488.186035
	Iteration 18Q: 3 clusters Score -924707.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -924729.562500 Penalty: 4488.186035
	Iteration 19Q: 3 clusters Score -924729.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -924741.250000 Penalty: 4488.186035
	Iteration 20F: 3 clusters Score -924741.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -924765.062500 Penalty: 4488.186035
	Iteration 21Q: 3 clusters Score -924765.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -924793.625000 Penalty: 4488.186035
	Iteration 22Q: 3 clusters Score -924793.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -924823.250000 Penalty: 4488.186035
	Iteration 23Q: 3 clusters Score -924823.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -924857.312500 Penalty: 4488.186035
	Iteration 24Q: 3 clusters Score -924857.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -924886.625000 Penalty: 4488.186035
	Iteration 25Q: 3 clusters Score -924886.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -924910.875000 Penalty: 4488.186035
	Iteration 26Q: 3 clusters Score -924910.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -924934.437500 Penalty: 4488.186035
	Iteration 27Q: 3 clusters Score -924934.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -924959.312500 Penalty: 4488.186035
	Iteration 28Q: 3 clusters Score -924959.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -924980.375000 Penalty: 4488.186035
	Iteration 29Q: 3 clusters Score -924980.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -925001.625000 Penalty: 4488.186035
	Iteration 30Q: 3 clusters Score -925001.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -925027.500000 Penalty: 4488.186035
	Iteration 31Q: 3 clusters Score -925027.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -925043.125000 Penalty: 4488.186035
	Iteration 32Q: 3 clusters Score -925043.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -925064.625000 Penalty: 4488.186035
	Iteration 33Q: 3 clusters Score -925064.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -925083.812500 Penalty: 4488.186035
	Iteration 34Q: 3 clusters Score -925083.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -925097.812500 Penalty: 4488.186035
	Iteration 35Q: 3 clusters Score -925097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -925112.437500 Penalty: 4488.186035
	Iteration 36Q: 3 clusters Score -925112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -925125.187500 Penalty: 4488.186035
	Iteration 37Q: 3 clusters Score -925125.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -925133.750000 Penalty: 4488.186035
	Iteration 38Q: 3 clusters Score -925133.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -925144.500000 Penalty: 4488.186035
	Iteration 39Q: 3 clusters Score -925144.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -925154.125000 Penalty: 4488.186035
	Iteration 40F: 3 clusters Score -925154.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -925168.437500 Penalty: 4488.186035
	Iteration 41Q: 3 clusters Score -925168.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -925178.750000 Penalty: 4488.186035
	Iteration 42Q: 3 clusters Score -925178.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -925187.375000 Penalty: 4488.186035
	Iteration 43Q: 3 clusters Score -925187.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -925196.187500 Penalty: 4488.186035
	Iteration 44Q: 3 clusters Score -925196.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -925198.187500 Penalty: 4488.186035
	Iteration 45Q: 3 clusters Score -925198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -925200.437500 Penalty: 4488.186035
	Iteration 46Q: 3 clusters Score -925200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -925207.000000 Penalty: 4488.186035
	Iteration 47Q: 3 clusters Score -925207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -925211.375000 Penalty: 4488.186035
	Iteration 48Q: 3 clusters Score -925211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -925215.187500 Penalty: 4488.186035
	Iteration 49Q: 3 clusters Score -925215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -925219.875000 Penalty: 4488.186035
	Iteration 50Q: 3 clusters Score -925219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -925224.125000 Penalty: 4488.186035
	Iteration 51Q: 3 clusters Score -925224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -925227.250000 Penalty: 4488.186035
	Iteration 52Q: 3 clusters Score -925227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -925226.812500 Penalty: 4488.186035
	Iteration 53Q: 3 clusters Score -925226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -925229.000000 Penalty: 4488.186035
	Iteration 54Q: 3 clusters Score -925229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -925232.562500 Penalty: 4488.186035
	Iteration 55Q: 3 clusters Score -925232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -925233.875000 Penalty: 4488.186035
	Iteration 56Q: 3 clusters Score -925233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -925237.000000 Penalty: 4488.186035
	Iteration 57Q: 3 clusters Score -925237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -925239.562500 Penalty: 4488.186035
	Iteration 58Q: 3 clusters Score -925239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -925239.062500 Penalty: 4488.186035
	Iteration 59Q: 3 clusters Score -925239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -925239.625000 Penalty: 4488.186035
	Iteration 60F: 3 clusters Score -925239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -925240.000000 Penalty: 4488.186035
	Iteration 61Q: 3 clusters Score -925240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -925242.500000 Penalty: 4488.186035
	Iteration 62Q: 3 clusters Score -925242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -925240.500000 Penalty: 4488.186035
	Iteration 63Q: 3 clusters Score -925240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -925240.750000 Penalty: 4488.186035
	Iteration 64Q: 3 clusters Score -925240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -925240.750000 Penalty: 4488.186035
	Iteration 65F: 3 clusters Score -925240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (343740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343740 members 
Entering Unmasked Estep 
Score: -44536456.000000 Penalty: 3161.414795
	Iteration 0F: 2 clusters Score -4.453646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -44331500.000000 Penalty: 6322.829590
	Iteration 0F: 3 clusters Score -4.43315e+07 nChanged 166876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 185781 members 
Entering Unmasked Estep 
Score: -44430696.000000 Penalty: 6322.829590
	Iteration 1F: 3 clusters Score -4.44307e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 194470 members 
Entering Unmasked Estep 
Score: -44433436.000000 Penalty: 6322.829590
	Iteration 2Q: 3 clusters Score -4.443344e+07 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 207911 members 
Entering Unmasked Estep 
Score: -44438240.000000 Penalty: 6322.829590
	Iteration 3Q: 3 clusters Score -4.443824e+07 nChanged 20062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 227177 members 
Entering Unmasked Estep 
Score: -44445996.000000 Penalty: 6322.829590
	Iteration 4F: 3 clusters Score -4.4446e+07 nChanged 25309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 251900 members 
Entering Unmasked Estep 
Score: -44459524.000000 Penalty: 6322.829590
	Iteration 5F: 3 clusters Score -4.445952e+07 nChanged 27550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 279116 members 
Entering Unmasked Estep 
Score: -44477492.000000 Penalty: 6322.829590
	Iteration 6F: 3 clusters Score -4.447749e+07 nChanged 24552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 303522 members 
Entering Unmasked Estep 
Score: -44495044.000000 Penalty: 6322.829590
	Iteration 7F: 3 clusters Score -4.449504e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 320538 members 
Entering Unmasked Estep 
Score: -44508796.000000 Penalty: 6322.829590
	Iteration 8Q: 3 clusters Score -4.45088e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 331064 members 
Entering Unmasked Estep 
Score: -44518988.000000 Penalty: 6322.829590
	Iteration 9Q: 3 clusters Score -4.451899e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 337037 members 
Entering Unmasked Estep 
Score: -44526240.000000 Penalty: 6322.829590
	Iteration 10Q: 3 clusters Score -4.452624e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 340210 members 
Entering Unmasked Estep 
Score: -44529480.000000 Penalty: 6322.829590
	Iteration 11Q: 3 clusters Score -4.452948e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 341760 members 
Entering Unmasked Estep 
Score: -44531412.000000 Penalty: 6322.829590
	Iteration 12Q: 3 clusters Score -4.453141e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 342487 members 
Entering Unmasked Estep 
Score: -44532252.000000 Penalty: 6322.829590
	Iteration 13Q: 3 clusters Score -4.453225e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 342865 members 
Entering Unmasked Estep 
Score: -44532752.000000 Penalty: 6322.829590
	Iteration 14Q: 3 clusters Score -4.453275e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 343047 members 
Entering Unmasked Estep 
Score: -44532964.000000 Penalty: 6322.829590
	Iteration 15Q: 3 clusters Score -4.453296e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 343150 members 
Entering Unmasked Estep 
Score: -44533180.000000 Penalty: 6322.829590
	Iteration 16Q: 3 clusters Score -4.453318e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 343198 members 
Entering Unmasked Estep 
Score: -44533264.000000 Penalty: 6322.829590
	Iteration 17Q: 3 clusters Score -4.453326e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343220 members 
Entering Unmasked Estep 
Score: -44533352.000000 Penalty: 6322.829590
	Iteration 18Q: 3 clusters Score -4.453335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 343239 members 
Entering Unmasked Estep 
Score: -44533420.000000 Penalty: 6322.829590
	Iteration 19Q: 3 clusters Score -4.453342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 343253 members 
Entering Unmasked Estep 
Score: -44533432.000000 Penalty: 6322.829590
	Iteration 20F: 3 clusters Score -4.453343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 343262 members 
Entering Unmasked Estep 
Score: -44533432.000000 Penalty: 6322.829590
	Iteration 21Q: 3 clusters Score -4.453343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 343268 members 
Entering Unmasked Estep 
Score: -44533400.000000 Penalty: 6322.829590
	Iteration 22Q: 3 clusters Score -4.45334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 343272 members 
Entering Unmasked Estep 
Score: -44533452.000000 Penalty: 6322.829590
	Iteration 23Q: 3 clusters Score -4.453345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 343278 members 
Entering Unmasked Estep 
Score: -44533464.000000 Penalty: 6322.829590
	Iteration 24Q: 3 clusters Score -4.453346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 343284 members 
Entering Unmasked Estep 
Score: -44533468.000000 Penalty: 6322.829590
	Iteration 25Q: 3 clusters Score -4.453347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 343287 members 
Entering Unmasked Estep 
Score: -44533476.000000 Penalty: 6322.829590
	Iteration 26Q: 3 clusters Score -4.453348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 343291 members 
Entering Unmasked Estep 
Score: -44533504.000000 Penalty: 6322.829590
	Iteration 27Q: 3 clusters Score -4.45335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 343292 members 
Entering Unmasked Estep 
Score: -44533516.000000 Penalty: 6322.829590
	Iteration 28Q: 3 clusters Score -4.453352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 343295 members 
Entering Unmasked Estep 
Score: -44533528.000000 Penalty: 6322.829590
	Iteration 29Q: 3 clusters Score -4.453353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 343294 members 
Entering Unmasked Estep 
Score: -44533528.000000 Penalty: 6322.829590
	Iteration 30Q: 3 clusters Score -4.453353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 343294 members 
Entering Unmasked Estep 
Score: -44533528.000000 Penalty: 6322.829590
	Iteration 31F: 3 clusters Score -4.453353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Entering Unmasked Estep 
Score: -5633559.000000 Penalty: 2653.052246
	Iteration 0F: 2 clusters Score -5633559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5603505.000000 Penalty: 5306.104492
	Iteration 0F: 3 clusters Score -5603505 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5615302.500000 Penalty: 5306.104492
	Iteration 1F: 3 clusters Score -5615302 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -5616369.000000 Penalty: 5306.104492
	Iteration 2F: 3 clusters Score -5616369 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5617860.500000 Penalty: 5306.104492
	Iteration 3F: 3 clusters Score -5617860 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -5619938.000000 Penalty: 5306.104492
	Iteration 4F: 3 clusters Score -5619938 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5622482.500000 Penalty: 5306.104492
	Iteration 5F: 3 clusters Score -5622482 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5625325.500000 Penalty: 5306.104492
	Iteration 6F: 3 clusters Score -5625326 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5627989.000000 Penalty: 5306.104492
	Iteration 7F: 3 clusters Score -5627989 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5629961.500000 Penalty: 5306.104492
	Iteration 8Q: 3 clusters Score -5629962 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5631100.000000 Penalty: 5306.104492
	Iteration 9Q: 3 clusters Score -5631100 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5631561.500000 Penalty: 5306.104492
	Iteration 10Q: 3 clusters Score -5631562 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5631711.000000 Penalty: 5306.104492
	Iteration 11Q: 3 clusters Score -5631711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5631772.000000 Penalty: 5306.104492
	Iteration 12Q: 3 clusters Score -5631772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5631805.000000 Penalty: 5306.104492
	Iteration 13Q: 3 clusters Score -5631805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5631814.500000 Penalty: 5306.104492
	Iteration 14Q: 3 clusters Score -5631814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5631834.000000 Penalty: 5306.104492
	Iteration 15Q: 3 clusters Score -5631834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5631835.000000 Penalty: 5306.104492
	Iteration 16Q: 3 clusters Score -5631835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5631833.500000 Penalty: 5306.104492
	Iteration 17Q: 3 clusters Score -5631834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5631831.500000 Penalty: 5306.104492
	Iteration 18Q: 3 clusters Score -5631832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5631835.000000 Penalty: 5306.104492
	Iteration 19Q: 3 clusters Score -5631835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5631834.500000 Penalty: 5306.104492
	Iteration 20F: 3 clusters Score -5631834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5631840.500000 Penalty: 5306.104492
	Iteration 21Q: 3 clusters Score -5631840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5631833.000000 Penalty: 5306.104492
	Iteration 22Q: 3 clusters Score -5631833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5631838.500000 Penalty: 5306.104492
	Iteration 23Q: 3 clusters Score -5631838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5631841.500000 Penalty: 5306.104492
	Iteration 24Q: 3 clusters Score -5631842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5631841.500000 Penalty: 5306.104492
	Iteration 25F: 3 clusters Score -5631842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -214425.546875 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -214425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -211999.453125 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -211999.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -212383.796875 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -212383.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212482.531250 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -212482.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212531.375000 Penalty: 3704.382812
	Iteration 3Q: 3 clusters Score -212531.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212560.234375 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -212560.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212574.000000 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -212574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212587.734375 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -212587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212598.359375 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -212598.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212605.062500 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -212605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -212609.468750 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -212609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -212616.093750 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -212616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -212623.234375 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -212623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212627.593750 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -212627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -212630.703125 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -212630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212635.015625 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -212635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212637.859375 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -212637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212640.218750 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -212640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212643.312500 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -212643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212646.968750 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -212647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212651.875000 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -212651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212654.937500 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -212654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -212658.093750 Penalty: 3704.382812
	Iteration 21Q: 3 clusters Score -212658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212661.875000 Penalty: 3704.382812
	Iteration 22Q: 3 clusters Score -212661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -212665.671875 Penalty: 3704.382812
	Iteration 23Q: 3 clusters Score -212665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212669.546875 Penalty: 3704.382812
	Iteration 24Q: 3 clusters Score -212669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -212672.125000 Penalty: 3704.382812
	Iteration 25Q: 3 clusters Score -212672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212673.546875 Penalty: 3704.382812
	Iteration 26Q: 3 clusters Score -212673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212674.171875 Penalty: 3704.382812
	Iteration 27Q: 3 clusters Score -212674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212674.171875 Penalty: 3704.382812
	Iteration 28F: 3 clusters Score -212674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Entering Unmasked Estep 
Score: -1597119.125000 Penalty: 2351.547119
	Iteration 0F: 2 clusters Score -1597119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1587371.750000 Penalty: 4703.094238
	Iteration 0F: 3 clusters Score -1587372 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1590359.375000 Penalty: 4703.094238
	Iteration 1F: 3 clusters Score -1590359 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1590833.750000 Penalty: 4703.094238
	Iteration 2F: 3 clusters Score -1590834 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1591185.750000 Penalty: 4703.094238
	Iteration 3F: 3 clusters Score -1591186 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1591491.375000 Penalty: 4703.094238
	Iteration 4Q: 3 clusters Score -1591491 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1591756.000000 Penalty: 4703.094238
	Iteration 5Q: 3 clusters Score -1591756 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1592002.250000 Penalty: 4703.094238
	Iteration 6Q: 3 clusters Score -1592002 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1592212.250000 Penalty: 4703.094238
	Iteration 7Q: 3 clusters Score -1592212 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1592415.250000 Penalty: 4703.094238
	Iteration 8Q: 3 clusters Score -1592415 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1592646.250000 Penalty: 4703.094238
	Iteration 9Q: 3 clusters Score -1592646 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1592886.875000 Penalty: 4703.094238
	Iteration 10Q: 3 clusters Score -1592887 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1593141.875000 Penalty: 4703.094238
	Iteration 11Q: 3 clusters Score -1593142 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1593439.000000 Penalty: 4703.094238
	Iteration 12Q: 3 clusters Score -1593439 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1593765.500000 Penalty: 4703.094238
	Iteration 13Q: 3 clusters Score -1593766 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1594073.125000 Penalty: 4703.094238
	Iteration 14Q: 3 clusters Score -1594073 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1594387.750000 Penalty: 4703.094238
	Iteration 15Q: 3 clusters Score -1594388 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1594670.000000 Penalty: 4703.094238
	Iteration 16Q: 3 clusters Score -1594670 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1594943.625000 Penalty: 4703.094238
	Iteration 17Q: 3 clusters Score -1594944 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1595235.250000 Penalty: 4703.094238
	Iteration 18Q: 3 clusters Score -1595235 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1595448.875000 Penalty: 4703.094238
	Iteration 19Q: 3 clusters Score -1595449 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1595577.125000 Penalty: 4703.094238
	Iteration 20F: 3 clusters Score -1595577 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1595659.000000 Penalty: 4703.094238
	Iteration 21Q: 3 clusters Score -1595659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1595722.500000 Penalty: 4703.094238
	Iteration 22Q: 3 clusters Score -1595722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1595757.000000 Penalty: 4703.094238
	Iteration 23Q: 3 clusters Score -1595757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1595782.375000 Penalty: 4703.094238
	Iteration 24Q: 3 clusters Score -1595782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1595799.500000 Penalty: 4703.094238
	Iteration 25Q: 3 clusters Score -1595800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1595805.875000 Penalty: 4703.094238
	Iteration 26Q: 3 clusters Score -1595806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1595814.500000 Penalty: 4703.094238
	Iteration 27Q: 3 clusters Score -1595814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1595814.125000 Penalty: 4703.094238
	Iteration 28Q: 3 clusters Score -1595814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1595817.500000 Penalty: 4703.094238
	Iteration 29Q: 3 clusters Score -1595818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1595823.875000 Penalty: 4703.094238
	Iteration 30Q: 3 clusters Score -1595824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1595822.125000 Penalty: 4703.094238
	Iteration 31Q: 3 clusters Score -1595822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1595827.375000 Penalty: 4703.094238
	Iteration 32Q: 3 clusters Score -1595827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1595829.750000 Penalty: 4703.094238
	Iteration 33Q: 3 clusters Score -1595830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1595834.750000 Penalty: 4703.094238
	Iteration 34Q: 3 clusters Score -1595835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1595834.875000 Penalty: 4703.094238
	Iteration 35Q: 3 clusters Score -1595835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1595836.500000 Penalty: 4703.094238
	Iteration 36Q: 3 clusters Score -1595836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1595834.500000 Penalty: 4703.094238
	Iteration 37Q: 3 clusters Score -1595834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1595836.500000 Penalty: 4703.094238
	Iteration 38Q: 3 clusters Score -1595836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1595838.375000 Penalty: 4703.094238
	Iteration 39Q: 3 clusters Score -1595838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1595838.750000 Penalty: 4703.094238
	Iteration 40F: 3 clusters Score -1595839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1595837.750000 Penalty: 4703.094238
	Iteration 41Q: 3 clusters Score -1595838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1595836.125000 Penalty: 4703.094238
	Iteration 42Q: 3 clusters Score -1595836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1595834.000000 Penalty: 4703.094238
	Iteration 43Q: 3 clusters Score -1595834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1595833.750000 Penalty: 4703.094238
	Iteration 44Q: 3 clusters Score -1595834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1595833.750000 Penalty: 4703.094238
	Iteration 45F: 3 clusters Score -1595834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -81677.648438 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -81677.65 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 373 members 
Entering Unmasked Estep 
Score: -79997.484375 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -79997.48 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80435.593750 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -80435.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80687.656250 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -80687.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80934.179688 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -80934.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81234.375000 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -81234.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -81511.625000 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -81511.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81673.312500 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -81673.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81865.000000 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -81865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81997.046875 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -81997.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -82212.281250 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -82212.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -82228.273438 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -82228.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -82248.648438 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -82248.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -82252.343750 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -82252.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -82254.875000 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -82254.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -82256.085938 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -82256.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -82256.085938 Penalty: 3276.898682
	Iteration 15F: 3 clusters Score -82256.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33913 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 14716 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 343740 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 165 members 
Entering Unmasked Estep 
Score: -104943752.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104944952.000000 to -104943752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Entering Unmasked Estep 
Score: -1888731.500000 Penalty: 2373.127686
	Iteration 0F: 2 clusters Score -1888732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1878309.750000 Penalty: 4746.255371
	Iteration 0F: 3 clusters Score -1878310 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1881533.875000 Penalty: 4746.255371
	Iteration 1F: 3 clusters Score -1881534 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1881893.625000 Penalty: 4746.255371
	Iteration 2F: 3 clusters Score -1881894 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1882178.000000 Penalty: 4746.255371
	Iteration 3Q: 3 clusters Score -1882178 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1882442.500000 Penalty: 4746.255371
	Iteration 4Q: 3 clusters Score -1882442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1882714.000000 Penalty: 4746.255371
	Iteration 5Q: 3 clusters Score -1882714 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1883033.500000 Penalty: 4746.255371
	Iteration 6Q: 3 clusters Score -1883034 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1883432.875000 Penalty: 4746.255371
	Iteration 7Q: 3 clusters Score -1883433 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1883917.125000 Penalty: 4746.255371
	Iteration 8F: 3 clusters Score -1883917 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1884453.500000 Penalty: 4746.255371
	Iteration 9F: 3 clusters Score -1884454 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1885005.000000 Penalty: 4746.255371
	Iteration 10Q: 3 clusters Score -1885005 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1885510.625000 Penalty: 4746.255371
	Iteration 11Q: 3 clusters Score -1885511 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1885881.125000 Penalty: 4746.255371
	Iteration 12Q: 3 clusters Score -1885881 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1886158.750000 Penalty: 4746.255371
	Iteration 13Q: 3 clusters Score -1886159 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1886354.500000 Penalty: 4746.255371
	Iteration 14Q: 3 clusters Score -1886354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1886483.375000 Penalty: 4746.255371
	Iteration 15Q: 3 clusters Score -1886483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1886564.625000 Penalty: 4746.255371
	Iteration 16Q: 3 clusters Score -1886565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1886609.250000 Penalty: 4746.255371
	Iteration 17Q: 3 clusters Score -1886609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1886646.000000 Penalty: 4746.255371
	Iteration 18Q: 3 clusters Score -1886646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1886674.000000 Penalty: 4746.255371
	Iteration 19Q: 3 clusters Score -1886674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1886688.750000 Penalty: 4746.255371
	Iteration 20F: 3 clusters Score -1886689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1886698.500000 Penalty: 4746.255371
	Iteration 21Q: 3 clusters Score -1886698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1886700.500000 Penalty: 4746.255371
	Iteration 22Q: 3 clusters Score -1886700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1886711.750000 Penalty: 4746.255371
	Iteration 23Q: 3 clusters Score -1886712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1886715.500000 Penalty: 4746.255371
	Iteration 24Q: 3 clusters Score -1886716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1886718.500000 Penalty: 4746.255371
	Iteration 25Q: 3 clusters Score -1886718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1886718.875000 Penalty: 4746.255371
	Iteration 26Q: 3 clusters Score -1886719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1886721.000000 Penalty: 4746.255371
	Iteration 27Q: 3 clusters Score -1886721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1886721.000000 Penalty: 4746.255371
	Iteration 28F: 3 clusters Score -1886721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -354465.250000 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -354465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -351372.125000 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -351372.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -351950.875000 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -351950.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -352106.312500 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -352106.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -352197.250000 Penalty: 3936.760742
	Iteration 3Q: 3 clusters Score -352197.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -352258.125000 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -352258.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -352296.562500 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -352296.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -352331.468750 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -352331.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -352361.812500 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -352361.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -352387.187500 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -352387.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -352412.781250 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -352412.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -352435.250000 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -352435.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -352449.812500 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -352449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -352462.656250 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -352462.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -352475.968750 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -352476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -352492.718750 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -352492.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -352504.281250 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -352504.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -352515.062500 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -352515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -352521.718750 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -352521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -352528.406250 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -352528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -352534.656250 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -352534.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352542.562500 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -352542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -352548.562500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -352548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -352551.562500 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -352551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -352554.718750 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -352554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -352560.187500 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -352560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -352562.781250 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -352562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -352566.125000 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -352566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -352568.343750 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -352568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -352571.875000 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -352571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -352575.656250 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -352575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -352578.218750 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -352578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -352582.937500 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -352582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -352587.000000 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -352587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -352590.906250 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -352590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -352591.718750 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -352591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -352592.906250 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -352592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -352593.656250 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -352593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -352594.625000 Penalty: 3936.760742
	Iteration 37Q: 3 clusters Score -352594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -352595.406250 Penalty: 3936.760742
	Iteration 38Q: 3 clusters Score -352595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -352597.031250 Penalty: 3936.760742
	Iteration 39Q: 3 clusters Score -352597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -352599.562500 Penalty: 3936.760742
	Iteration 40F: 3 clusters Score -352599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -352601.500000 Penalty: 3936.760742
	Iteration 41Q: 3 clusters Score -352601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -352603.156250 Penalty: 3936.760742
	Iteration 42Q: 3 clusters Score -352603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -352603.156250 Penalty: 3936.760742
	Iteration 43F: 3 clusters Score -352603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Entering Unmasked Estep 
Score: -1158393.000000 Penalty: 2292.384277
	Iteration 0F: 2 clusters Score -1158393 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 5105 members 
Entering Unmasked Estep 
Score: -1150544.125000 Penalty: 4584.768555
	Iteration 0F: 3 clusters Score -1150544 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1153005.625000 Penalty: 4584.768555
	Iteration 1F: 3 clusters Score -1153006 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1153435.000000 Penalty: 4584.768555
	Iteration 2F: 3 clusters Score -1153435 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1153815.875000 Penalty: 4584.768555
	Iteration 3F: 3 clusters Score -1153816 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1154150.000000 Penalty: 4584.768555
	Iteration 4F: 3 clusters Score -1154150 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1154419.875000 Penalty: 4584.768555
	Iteration 5Q: 3 clusters Score -1154420 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1154650.625000 Penalty: 4584.768555
	Iteration 6Q: 3 clusters Score -1154651 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1154869.250000 Penalty: 4584.768555
	Iteration 7Q: 3 clusters Score -1154869 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1155037.500000 Penalty: 4584.768555
	Iteration 8Q: 3 clusters Score -1155038 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1155199.250000 Penalty: 4584.768555
	Iteration 9Q: 3 clusters Score -1155199 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1155336.375000 Penalty: 4584.768555
	Iteration 10Q: 3 clusters Score -1155336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1155463.500000 Penalty: 4584.768555
	Iteration 11Q: 3 clusters Score -1155464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1155560.250000 Penalty: 4584.768555
	Iteration 12Q: 3 clusters Score -1155560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1155644.250000 Penalty: 4584.768555
	Iteration 13Q: 3 clusters Score -1155644 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1155704.250000 Penalty: 4584.768555
	Iteration 14Q: 3 clusters Score -1155704 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1155760.625000 Penalty: 4584.768555
	Iteration 15Q: 3 clusters Score -1155761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1155814.500000 Penalty: 4584.768555
	Iteration 16Q: 3 clusters Score -1155814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1155875.625000 Penalty: 4584.768555
	Iteration 17Q: 3 clusters Score -1155876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1155935.500000 Penalty: 4584.768555
	Iteration 18Q: 3 clusters Score -1155936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1156006.625000 Penalty: 4584.768555
	Iteration 19Q: 3 clusters Score -1156007 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1156071.500000 Penalty: 4584.768555
	Iteration 20F: 3 clusters Score -1156072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1156153.875000 Penalty: 4584.768555
	Iteration 21Q: 3 clusters Score -1156154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1156234.125000 Penalty: 4584.768555
	Iteration 22Q: 3 clusters Score -1156234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1156311.625000 Penalty: 4584.768555
	Iteration 23Q: 3 clusters Score -1156312 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1156373.750000 Penalty: 4584.768555
	Iteration 24Q: 3 clusters Score -1156374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1156424.625000 Penalty: 4584.768555
	Iteration 25Q: 3 clusters Score -1156425 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1156469.250000 Penalty: 4584.768555
	Iteration 26Q: 3 clusters Score -1156469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1156508.375000 Penalty: 4584.768555
	Iteration 27Q: 3 clusters Score -1156508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1156553.000000 Penalty: 4584.768555
	Iteration 28Q: 3 clusters Score -1156553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1156593.625000 Penalty: 4584.768555
	Iteration 29Q: 3 clusters Score -1156594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1156624.500000 Penalty: 4584.768555
	Iteration 30Q: 3 clusters Score -1156624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1156659.750000 Penalty: 4584.768555
	Iteration 31Q: 3 clusters Score -1156660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1156686.250000 Penalty: 4584.768555
	Iteration 32Q: 3 clusters Score -1156686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1156702.625000 Penalty: 4584.768555
	Iteration 33Q: 3 clusters Score -1156703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1156714.000000 Penalty: 4584.768555
	Iteration 34Q: 3 clusters Score -1156714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1156728.625000 Penalty: 4584.768555
	Iteration 35Q: 3 clusters Score -1156729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1156738.125000 Penalty: 4584.768555
	Iteration 36Q: 3 clusters Score -1156738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1156742.500000 Penalty: 4584.768555
	Iteration 37Q: 3 clusters Score -1156742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1156743.375000 Penalty: 4584.768555
	Iteration 38Q: 3 clusters Score -1156743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1156744.625000 Penalty: 4584.768555
	Iteration 39Q: 3 clusters Score -1156745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1156746.750000 Penalty: 4584.768555
	Iteration 40F: 3 clusters Score -1156747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1156746.875000 Penalty: 4584.768555
	Iteration 41Q: 3 clusters Score -1156747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1156747.375000 Penalty: 4584.768555
	Iteration 42Q: 3 clusters Score -1156747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1156747.500000 Penalty: 4584.768555
	Iteration 43Q: 3 clusters Score -1156748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1156747.000000 Penalty: 4584.768555
	Iteration 44Q: 3 clusters Score -1156747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1156748.750000 Penalty: 4584.768555
	Iteration 45Q: 3 clusters Score -1156749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1156748.750000 Penalty: 4584.768555
	Iteration 46F: 3 clusters Score -1156749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Entering Unmasked Estep 
Score: -4592098.500000 Penalty: 2596.677979
	Iteration 0F: 2 clusters Score -4592098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4568039.000000 Penalty: 5193.355957
	Iteration 0F: 3 clusters Score -4568039 nChanged 15999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4576768.000000 Penalty: 5193.355957
	Iteration 1F: 3 clusters Score -4576768 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4577177.000000 Penalty: 5193.355957
	Iteration 2Q: 3 clusters Score -4577177 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4577534.000000 Penalty: 5193.355957
	Iteration 3Q: 3 clusters Score -4577534 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4577874.500000 Penalty: 5193.355957
	Iteration 4Q: 3 clusters Score -4577874 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4578213.000000 Penalty: 5193.355957
	Iteration 5Q: 3 clusters Score -4578213 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4578552.000000 Penalty: 5193.355957
	Iteration 6Q: 3 clusters Score -4578552 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4579012.000000 Penalty: 5193.355957
	Iteration 7Q: 3 clusters Score -4579012 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4579613.000000 Penalty: 5193.355957
	Iteration 8Q: 3 clusters Score -4579613 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4580475.000000 Penalty: 5193.355957
	Iteration 9Q: 3 clusters Score -4580475 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4581691.000000 Penalty: 5193.355957
	Iteration 10F: 3 clusters Score -4581691 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4583159.000000 Penalty: 5193.355957
	Iteration 11F: 3 clusters Score -4583159 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -4584618.000000 Penalty: 5193.355957
	Iteration 12F: 3 clusters Score -4584618 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4585922.500000 Penalty: 5193.355957
	Iteration 13Q: 3 clusters Score -4585922 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4586803.000000 Penalty: 5193.355957
	Iteration 14Q: 3 clusters Score -4586803 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4587376.500000 Penalty: 5193.355957
	Iteration 15Q: 3 clusters Score -4587376 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4587774.000000 Penalty: 5193.355957
	Iteration 16Q: 3 clusters Score -4587774 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4588046.000000 Penalty: 5193.355957
	Iteration 17Q: 3 clusters Score -4588046 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4588248.000000 Penalty: 5193.355957
	Iteration 18Q: 3 clusters Score -4588248 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4588415.000000 Penalty: 5193.355957
	Iteration 19Q: 3 clusters Score -4588415 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4588542.000000 Penalty: 5193.355957
	Iteration 20F: 3 clusters Score -4588542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4588658.000000 Penalty: 5193.355957
	Iteration 21Q: 3 clusters Score -4588658 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4588755.500000 Penalty: 5193.355957
	Iteration 22Q: 3 clusters Score -4588756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4588833.000000 Penalty: 5193.355957
	Iteration 23Q: 3 clusters Score -4588833 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4588900.000000 Penalty: 5193.355957
	Iteration 24Q: 3 clusters Score -4588900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4588979.000000 Penalty: 5193.355957
	Iteration 25Q: 3 clusters Score -4588979 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4589040.500000 Penalty: 5193.355957
	Iteration 26Q: 3 clusters Score -4589040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4589094.000000 Penalty: 5193.355957
	Iteration 27Q: 3 clusters Score -4589094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4589127.500000 Penalty: 5193.355957
	Iteration 28Q: 3 clusters Score -4589128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4589157.500000 Penalty: 5193.355957
	Iteration 29Q: 3 clusters Score -4589158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4589207.500000 Penalty: 5193.355957
	Iteration 30Q: 3 clusters Score -4589208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -4589238.500000 Penalty: 5193.355957
	Iteration 31Q: 3 clusters Score -4589238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4589278.500000 Penalty: 5193.355957
	Iteration 32Q: 3 clusters Score -4589278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4589303.000000 Penalty: 5193.355957
	Iteration 33Q: 3 clusters Score -4589303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4589325.500000 Penalty: 5193.355957
	Iteration 34Q: 3 clusters Score -4589326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4589359.500000 Penalty: 5193.355957
	Iteration 35Q: 3 clusters Score -4589360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4589376.500000 Penalty: 5193.355957
	Iteration 36Q: 3 clusters Score -4589376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4589397.500000 Penalty: 5193.355957
	Iteration 37Q: 3 clusters Score -4589398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4589425.500000 Penalty: 5193.355957
	Iteration 38Q: 3 clusters Score -4589426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4589426.500000 Penalty: 5193.355957
	Iteration 39Q: 3 clusters Score -4589426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4589447.500000 Penalty: 5193.355957
	Iteration 40F: 3 clusters Score -4589448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4589469.000000 Penalty: 5193.355957
	Iteration 41Q: 3 clusters Score -4589469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4589488.500000 Penalty: 5193.355957
	Iteration 42Q: 3 clusters Score -4589488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4589500.000000 Penalty: 5193.355957
	Iteration 43Q: 3 clusters Score -4589500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4589516.000000 Penalty: 5193.355957
	Iteration 44Q: 3 clusters Score -4589516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4589519.000000 Penalty: 5193.355957
	Iteration 45Q: 3 clusters Score -4589519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4589533.000000 Penalty: 5193.355957
	Iteration 46Q: 3 clusters Score -4589533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4589538.500000 Penalty: 5193.355957
	Iteration 47Q: 3 clusters Score -4589538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4589546.000000 Penalty: 5193.355957
	Iteration 48Q: 3 clusters Score -4589546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4589543.500000 Penalty: 5193.355957
	Iteration 49Q: 3 clusters Score -4589544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4589545.000000 Penalty: 5193.355957
	Iteration 50Q: 3 clusters Score -4589545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4589553.500000 Penalty: 5193.355957
	Iteration 51Q: 3 clusters Score -4589554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4589554.500000 Penalty: 5193.355957
	Iteration 52Q: 3 clusters Score -4589554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4589568.500000 Penalty: 5193.355957
	Iteration 53Q: 3 clusters Score -4589568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4589583.000000 Penalty: 5193.355957
	Iteration 54Q: 3 clusters Score -4589583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4589589.500000 Penalty: 5193.355957
	Iteration 55Q: 3 clusters Score -4589590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4589600.500000 Penalty: 5193.355957
	Iteration 56Q: 3 clusters Score -4589600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4589606.500000 Penalty: 5193.355957
	Iteration 57Q: 3 clusters Score -4589606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4589612.000000 Penalty: 5193.355957
	Iteration 58Q: 3 clusters Score -4589612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4589615.500000 Penalty: 5193.355957
	Iteration 59Q: 3 clusters Score -4589616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4589616.500000 Penalty: 5193.355957
	Iteration 60F: 3 clusters Score -4589616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4589625.500000 Penalty: 5193.355957
	Iteration 61Q: 3 clusters Score -4589626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4589625.500000 Penalty: 5193.355957
	Iteration 62Q: 3 clusters Score -4589626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4589634.000000 Penalty: 5193.355957
	Iteration 63Q: 3 clusters Score -4589634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4589636.500000 Penalty: 5193.355957
	Iteration 64Q: 3 clusters Score -4589636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4589644.500000 Penalty: 5193.355957
	Iteration 65Q: 3 clusters Score -4589644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4589641.000000 Penalty: 5193.355957
	Iteration 66Q: 3 clusters Score -4589641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4589641.000000 Penalty: 5193.355957
	Iteration 67Q: 3 clusters Score -4589641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4589644.000000 Penalty: 5193.355957
	Iteration 68Q: 3 clusters Score -4589644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4589656.000000 Penalty: 5193.355957
	Iteration 69Q: 3 clusters Score -4589656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4589664.000000 Penalty: 5193.355957
	Iteration 70Q: 3 clusters Score -4589664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4589663.000000 Penalty: 5193.355957
	Iteration 71Q: 3 clusters Score -4589663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4589664.000000 Penalty: 5193.355957
	Iteration 72Q: 3 clusters Score -4589664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4589665.000000 Penalty: 5193.355957
	Iteration 73Q: 3 clusters Score -4589665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4589663.500000 Penalty: 5193.355957
	Iteration 74Q: 3 clusters Score -4589664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4589665.500000 Penalty: 5193.355957
	Iteration 75Q: 3 clusters Score -4589666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4589667.000000 Penalty: 5193.355957
	Iteration 76Q: 3 clusters Score -4589667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4589667.500000 Penalty: 5193.355957
	Iteration 77Q: 3 clusters Score -4589668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4589669.000000 Penalty: 5193.355957
	Iteration 78Q: 3 clusters Score -4589669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4589669.000000 Penalty: 5193.355957
	Iteration 79F: 3 clusters Score -4589669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -327898.468750 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -327898.5 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 1310 members 
Entering Unmasked Estep 
Score: -324889.781250 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -324889.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -325462.125000 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -325462.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -325576.968750 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -325577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -325638.593750 Penalty: 3901.894043
	Iteration 3Q: 3 clusters Score -325638.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325684.062500 Penalty: 3901.894043
	Iteration 4Q: 3 clusters Score -325684.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -325717.062500 Penalty: 3901.894043
	Iteration 5Q: 3 clusters Score -325717.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -325745.406250 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -325745.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -325778.718750 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -325778.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -325799.187500 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -325799.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -325813.062500 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -325813.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -325825.968750 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -325826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -325840.343750 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -325840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -325855.625000 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -325855.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -325866.031250 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -325866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -325878.781250 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -325878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -325886.218750 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -325886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325893.156250 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -325893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325900.843750 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -325900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325907.281250 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -325907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -325914.093750 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -325914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325920.250000 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -325920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -325923.625000 Penalty: 3901.894043
	Iteration 21Q: 3 clusters Score -325923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -325924.562500 Penalty: 3901.894043
	Iteration 22Q: 3 clusters Score -325924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325927.718750 Penalty: 3901.894043
	Iteration 23Q: 3 clusters Score -325927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325928.937500 Penalty: 3901.894043
	Iteration 24Q: 3 clusters Score -325928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325930.468750 Penalty: 3901.894043
	Iteration 25Q: 3 clusters Score -325930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -325931.062500 Penalty: 3901.894043
	Iteration 26Q: 3 clusters Score -325931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -325931.062500 Penalty: 3901.894043
	Iteration 27F: 3 clusters Score -325931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -492285.062500 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -492285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -488450.375000 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -488450.4 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -489289.156250 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -489289.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -489496.062500 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -489496.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -489654.562500 Penalty: 4108.612793
	Iteration 3F: 3 clusters Score -489654.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -489789.500000 Penalty: 4108.612793
	Iteration 4Q: 3 clusters Score -489789.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -489914.406250 Penalty: 4108.612793
	Iteration 5Q: 3 clusters Score -489914.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -490029.093750 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -490029.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -490147.906250 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -490147.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -490262.625000 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -490262.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -490380.687500 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -490380.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -490468.156250 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -490468.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -490544.968750 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -490545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -490605.937500 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -490605.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -490656.812500 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -490656.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -490706.062500 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -490706.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -490746.562500 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -490746.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -490777.343750 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -490777.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -490801.625000 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -490801.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -490814.093750 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -490814.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -490822.562500 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -490822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -490832.312500 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -490832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -490839.531250 Penalty: 4108.612793
	Iteration 21Q: 3 clusters Score -490839.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -490848.218750 Penalty: 4108.612793
	Iteration 22Q: 3 clusters Score -490848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -490853.218750 Penalty: 4108.612793
	Iteration 23Q: 3 clusters Score -490853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -490857.812500 Penalty: 4108.612793
	Iteration 24Q: 3 clusters Score -490857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -490861.062500 Penalty: 4108.612793
	Iteration 25Q: 3 clusters Score -490861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -490863.406250 Penalty: 4108.612793
	Iteration 26Q: 3 clusters Score -490863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -490866.718750 Penalty: 4108.612793
	Iteration 27Q: 3 clusters Score -490866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -490867.750000 Penalty: 4108.612793
	Iteration 28Q: 3 clusters Score -490867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -490868.000000 Penalty: 4108.612793
	Iteration 29Q: 3 clusters Score -490868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -490868.000000 Penalty: 4108.612793
	Iteration 30F: 3 clusters Score -490868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -46886.718750 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -46886.72 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 217 members 
Entering Unmasked Estep 
Score: -45512.015625 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45512.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45918.703125 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -45918.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46174.699219 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46174.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46330.644531 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46330.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46401.707031 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46401.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46447.707031 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46447.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46512.207031 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46512.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46617.421875 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46617.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46634.097656 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46638.417969 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46638.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46638.417969 Penalty: 3040.009033
	Iteration 10F: 3 clusters Score -46638.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33913 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 14716 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40696 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 343740 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 35259 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944984.000000 Penalty: 108252.726562
Iteration 159Q: 33 clusters Score -1.04945e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14550 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33898 members 
Mstep: Class 7 contains 13857 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 53357 members 
Mstep: Class 10 contains 56755 members 
Mstep: Class 11 contains 14714 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 40695 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51777 members 
Mstep: Class 19 contains 16661 members 
Mstep: Class 20 contains 8503 members 
Mstep: Class 21 contains 343741 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10354 members 
Mstep: Class 29 contains 35265 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944880.000000 Penalty: 108252.726562
Iteration 160F: 33 clusters Score -1.049449e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14549 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18486 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33890 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 53361 members 
Mstep: Class 10 contains 56747 members 
Mstep: Class 11 contains 14705 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40695 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 11680 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51772 members 
Mstep: Class 19 contains 16659 members 
Mstep: Class 20 contains 8496 members 
Mstep: Class 21 contains 343751 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1753 members 
Mstep: Class 24 contains 13119 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14311 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10365 members 
Mstep: Class 29 contains 35267 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944848.000000 Penalty: 108252.726562
Iteration 161Q: 33 clusters Score -1.049448e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18491 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33878 members 
Mstep: Class 7 contains 13869 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 53385 members 
Mstep: Class 10 contains 56738 members 
Mstep: Class 11 contains 14698 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40692 members 
Mstep: Class 15 contains 4011 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 51771 members 
Mstep: Class 19 contains 16660 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 343749 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 13118 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14311 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10373 members 
Mstep: Class 29 contains 35272 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104944952.000000 Penalty: 108252.726562
Iteration 162Q: 33 clusters Score -1.04945e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18496 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33861 members 
Mstep: Class 7 contains 13868 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 53418 members 
Mstep: Class 10 contains 56732 members 
Mstep: Class 11 contains 14699 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 40688 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 11675 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51772 members 
Mstep: Class 19 contains 16654 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 343749 members 
Mstep: Class 22 contains 44258 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 13117 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14312 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 35274 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945104.000000 Penalty: 108252.726562
Iteration 163Q: 33 clusters Score -1.049451e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14535 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18500 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33854 members 
Mstep: Class 7 contains 13876 members 
Mstep: Class 8 contains 9387 members 
Mstep: Class 9 contains 53436 members 
Mstep: Class 10 contains 56725 members 
Mstep: Class 11 contains 14706 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40688 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51771 members 
Mstep: Class 19 contains 16649 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 343751 members 
Mstep: Class 22 contains 44260 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 13115 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14313 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10382 members 
Mstep: Class 29 contains 35273 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945160.000000 Penalty: 108252.726562
Iteration 164Q: 33 clusters Score -1.049452e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14530 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18502 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33843 members 
Mstep: Class 7 contains 13874 members 
Mstep: Class 8 contains 9384 members 
Mstep: Class 9 contains 53454 members 
Mstep: Class 10 contains 56721 members 
Mstep: Class 11 contains 14706 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40686 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 11665 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51771 members 
Mstep: Class 19 contains 16645 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 343755 members 
Mstep: Class 22 contains 44261 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 13114 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 35278 members 
Mstep: Class 30 contains 2606 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945280.000000 Penalty: 108252.726562
Iteration 165Q: 33 clusters Score -1.049453e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14528 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 13874 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 53459 members 
Mstep: Class 10 contains 56716 members 
Mstep: Class 11 contains 14705 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40683 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 11656 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51771 members 
Mstep: Class 19 contains 16642 members 
Mstep: Class 20 contains 8489 members 
Mstep: Class 21 contains 343765 members 
Mstep: Class 22 contains 44261 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 13113 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 35279 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945280.000000 Penalty: 108252.726562
Iteration 166Q: 33 clusters Score -1.049453e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33824 members 
Mstep: Class 7 contains 13872 members 
Mstep: Class 8 contains 9375 members 
Mstep: Class 9 contains 53467 members 
Mstep: Class 10 contains 56713 members 
Mstep: Class 11 contains 14699 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 40681 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 11654 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51769 members 
Mstep: Class 19 contains 16642 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 343767 members 
Mstep: Class 22 contains 44261 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 13115 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10431 members 
Mstep: Class 29 contains 35279 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945304.000000 Penalty: 108252.726562
Iteration 167Q: 33 clusters Score -1.049453e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14521 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18510 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33820 members 
Mstep: Class 7 contains 13873 members 
Mstep: Class 8 contains 9374 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 10 contains 56709 members 
Mstep: Class 11 contains 14699 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 40679 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 11654 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51771 members 
Mstep: Class 19 contains 16638 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 343771 members 
Mstep: Class 22 contains 44261 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 13117 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 35276 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945176.000000 Penalty: 108252.726562
Iteration 168Q: 33 clusters Score -1.049452e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14517 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33813 members 
Mstep: Class 7 contains 13878 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 53473 members 
Mstep: Class 10 contains 56704 members 
Mstep: Class 11 contains 14696 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 40675 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 11653 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51769 members 
Mstep: Class 19 contains 16636 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 343778 members 
Mstep: Class 22 contains 44262 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 13116 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 35277 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945184.000000 Penalty: 108252.726562
Iteration 169Q: 33 clusters Score -1.049452e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14512 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33807 members 
Mstep: Class 7 contains 13877 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 53483 members 
Mstep: Class 10 contains 56697 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 40675 members 
Mstep: Class 15 contains 3996 members 
Mstep: Class 16 contains 11652 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16636 members 
Mstep: Class 20 contains 8489 members 
Mstep: Class 21 contains 343789 members 
Mstep: Class 22 contains 44264 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 13113 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 35277 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945304.000000 Penalty: 108252.726562
Iteration 170Q: 33 clusters Score -1.049453e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33797 members 
Mstep: Class 7 contains 13880 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 53500 members 
Mstep: Class 10 contains 56691 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40667 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16633 members 
Mstep: Class 20 contains 8486 members 
Mstep: Class 21 contains 343804 members 
Mstep: Class 22 contains 44265 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 35278 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945344.000000 Penalty: 108252.726562
Iteration 171Q: 33 clusters Score -1.049453e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18512 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33783 members 
Mstep: Class 7 contains 13878 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 53524 members 
Mstep: Class 10 contains 56687 members 
Mstep: Class 11 contains 14683 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 40661 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51750 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 343818 members 
Mstep: Class 22 contains 44264 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 35282 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945184.000000 Penalty: 108252.726562
Iteration 172Q: 33 clusters Score -1.049452e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33773 members 
Mstep: Class 7 contains 13875 members 
Mstep: Class 8 contains 9364 members 
Mstep: Class 9 contains 53535 members 
Mstep: Class 10 contains 56683 members 
Mstep: Class 11 contains 14675 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 40659 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51751 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 8478 members 
Mstep: Class 21 contains 343820 members 
Mstep: Class 22 contains 44266 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 10525 members 
Mstep: Class 29 contains 35287 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 173Q: 33 clusters Score -1.049453e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18513 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33766 members 
Mstep: Class 7 contains 13873 members 
Mstep: Class 8 contains 9364 members 
Mstep: Class 9 contains 53548 members 
Mstep: Class 10 contains 56680 members 
Mstep: Class 11 contains 14671 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 40659 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51751 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343819 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10533 members 
Mstep: Class 29 contains 35289 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945264.000000 Penalty: 108252.726562
Iteration 174Q: 33 clusters Score -1.049453e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33759 members 
Mstep: Class 7 contains 13869 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 53557 members 
Mstep: Class 10 contains 56677 members 
Mstep: Class 11 contains 14670 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 40653 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 343819 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 35293 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 175Q: 33 clusters Score -1.049453e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18516 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33755 members 
Mstep: Class 7 contains 13868 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 53562 members 
Mstep: Class 10 contains 56674 members 
Mstep: Class 11 contains 14673 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 343819 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 35296 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945368.000000 Penalty: 108252.726562
Iteration 176Q: 33 clusters Score -1.049454e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18516 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33746 members 
Mstep: Class 7 contains 13869 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 53565 members 
Mstep: Class 10 contains 56670 members 
Mstep: Class 11 contains 14673 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 40653 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 343820 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 35299 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945360.000000 Penalty: 108252.726562
Iteration 177Q: 33 clusters Score -1.049454e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33742 members 
Mstep: Class 7 contains 13869 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 53557 members 
Mstep: Class 10 contains 56664 members 
Mstep: Class 11 contains 14671 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 40653 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 343829 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13104 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 35301 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3958 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945352.000000 Penalty: 108252.726562
Iteration 178Q: 33 clusters Score -1.049454e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33739 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 53559 members 
Mstep: Class 10 contains 56660 members 
Mstep: Class 11 contains 14672 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 16629 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343834 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 35303 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3959 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945280.000000 Penalty: 108252.726562
Iteration 179Q: 33 clusters Score -1.049453e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33733 members 
Mstep: Class 7 contains 13868 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 53560 members 
Mstep: Class 10 contains 56656 members 
Mstep: Class 11 contains 14676 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 16627 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343841 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10577 members 
Mstep: Class 29 contains 35303 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 180F: 33 clusters Score -1.049453e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33726 members 
Mstep: Class 7 contains 13868 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 53570 members 
Mstep: Class 10 contains 56655 members 
Mstep: Class 11 contains 14674 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 51754 members 
Mstep: Class 19 contains 16628 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343840 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10577 members 
Mstep: Class 29 contains 35302 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945224.000000 Penalty: 108252.726562
Iteration 181Q: 33 clusters Score -1.049452e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33722 members 
Mstep: Class 7 contains 13862 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53585 members 
Mstep: Class 10 contains 56654 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 40645 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 51755 members 
Mstep: Class 19 contains 16627 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343841 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10577 members 
Mstep: Class 29 contains 35299 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945216.000000 Penalty: 108252.726562
Iteration 182Q: 33 clusters Score -1.049452e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33721 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53588 members 
Mstep: Class 10 contains 56651 members 
Mstep: Class 11 contains 14679 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 40643 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343845 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 35300 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945240.000000 Penalty: 108252.726562
Iteration 183Q: 33 clusters Score -1.049452e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33720 members 
Mstep: Class 7 contains 13854 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53589 members 
Mstep: Class 10 contains 56644 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 40643 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16626 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 343853 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14314 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 35301 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945272.000000 Penalty: 108252.726562
Iteration 184Q: 33 clusters Score -1.049453e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18517 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33717 members 
Mstep: Class 7 contains 13853 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53593 members 
Mstep: Class 10 contains 56637 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 40643 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16626 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 343857 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10581 members 
Mstep: Class 29 contains 35302 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945344.000000 Penalty: 108252.726562
Iteration 185Q: 33 clusters Score -1.049453e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14502 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18518 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33713 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53596 members 
Mstep: Class 10 contains 56636 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 40644 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 343858 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 35306 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 186Q: 33 clusters Score -1.049453e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33707 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53604 members 
Mstep: Class 10 contains 56634 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 40644 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 343853 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13103 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 35308 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945376.000000 Penalty: 108252.726562
Iteration 187Q: 33 clusters Score -1.049454e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33707 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53609 members 
Mstep: Class 10 contains 56633 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 40645 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 51761 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 343857 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13100 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 35306 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945408.000000 Penalty: 108252.726562
Iteration 188Q: 33 clusters Score -1.049454e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33706 members 
Mstep: Class 7 contains 13849 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53616 members 
Mstep: Class 10 contains 56630 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343857 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 35306 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945392.000000 Penalty: 108252.726562
Iteration 189Q: 33 clusters Score -1.049454e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18522 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33703 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 53623 members 
Mstep: Class 10 contains 56629 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 343854 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 35306 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945360.000000 Penalty: 108252.726562
Iteration 190Q: 33 clusters Score -1.049454e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18523 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33703 members 
Mstep: Class 7 contains 13847 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53626 members 
Mstep: Class 10 contains 56627 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16624 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 343854 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 35305 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945248.000000 Penalty: 108252.726562
Iteration 191Q: 33 clusters Score -1.049452e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18523 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33695 members 
Mstep: Class 7 contains 13846 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53638 members 
Mstep: Class 10 contains 56625 members 
Mstep: Class 11 contains 14681 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 343854 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 35307 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 192Q: 33 clusters Score -1.049453e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18522 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33693 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53640 members 
Mstep: Class 10 contains 56624 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 40648 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16621 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343854 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10594 members 
Mstep: Class 29 contains 35313 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945344.000000 Penalty: 108252.726562
Iteration 193Q: 33 clusters Score -1.049453e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33690 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53643 members 
Mstep: Class 10 contains 56622 members 
Mstep: Class 11 contains 14675 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 40647 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16621 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343856 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 35314 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 194Q: 33 clusters Score -1.049453e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33682 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53651 members 
Mstep: Class 10 contains 56621 members 
Mstep: Class 11 contains 14672 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16620 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343856 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14316 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10600 members 
Mstep: Class 29 contains 35316 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 195Q: 33 clusters Score -1.049453e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33680 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53659 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14669 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 40643 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 343857 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10601 members 
Mstep: Class 29 contains 35316 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 196Q: 33 clusters Score -1.049453e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33678 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53661 members 
Mstep: Class 10 contains 56617 members 
Mstep: Class 11 contains 14670 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40642 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 343857 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 197Q: 33 clusters Score -1.049453e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33673 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53664 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14670 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40639 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 343858 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945272.000000 Penalty: 108252.726562
Iteration 198Q: 33 clusters Score -1.049453e+08 nChanged 29
Entering ConstructFrom: 
Score: -104945272.000000 Penalty: 108252.726562
Entering ConstructFrom: 
Trying to split cluster 1 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -167145.625000 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -167145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -164900.968750 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -164901 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165802.765625 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -165802.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -166249.250000 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -166249.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -166532.734375 Penalty: 3701.828125
	Iteration 3F: 3 clusters Score -166532.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -166695.937500 Penalty: 3701.828125
	Iteration 4F: 3 clusters Score -166695.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -166853.546875 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -166853.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -166959.656250 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -166959.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -167075.125000 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -167075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -167117.609375 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -167117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -167130.015625 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -167130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -167139.218750 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -167139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -167145.265625 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -167145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -167150.687500 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -167150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -167158.656250 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -167158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -167165.968750 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -167166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -167177.640625 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -167177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -167191.640625 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -167191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -167206.609375 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -167206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -167219.578125 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -167219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -167228.390625 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -167228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -167229.328125 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -167229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343859 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 1482 members 
Entering Unmasked Estep 
Score: -104943824.000000 Penalty: 111635.625000
Splitting cluster 1 changes total score from -104945272.000000 to -104943824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -1805366.750000 Penalty: 2376.260986
	Iteration 0F: 2 clusters Score -1805367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1794919.000000 Penalty: 4752.521973
	Iteration 0F: 3 clusters Score -1794919 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1798230.625000 Penalty: 4752.521973
	Iteration 1F: 3 clusters Score -1798231 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1798625.625000 Penalty: 4752.521973
	Iteration 2F: 3 clusters Score -1798626 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1798929.750000 Penalty: 4752.521973
	Iteration 3F: 3 clusters Score -1798930 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1799243.500000 Penalty: 4752.521973
	Iteration 4Q: 3 clusters Score -1799244 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1799632.250000 Penalty: 4752.521973
	Iteration 5Q: 3 clusters Score -1799632 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1800124.250000 Penalty: 4752.521973
	Iteration 6F: 3 clusters Score -1800124 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1800683.625000 Penalty: 4752.521973
	Iteration 7F: 3 clusters Score -1800684 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1801254.875000 Penalty: 4752.521973
	Iteration 8F: 3 clusters Score -1801255 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1801735.000000 Penalty: 4752.521973
	Iteration 9F: 3 clusters Score -1801735 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1802141.125000 Penalty: 4752.521973
	Iteration 10Q: 3 clusters Score -1802141 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1802553.375000 Penalty: 4752.521973
	Iteration 11Q: 3 clusters Score -1802553 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1803038.000000 Penalty: 4752.521973
	Iteration 12Q: 3 clusters Score -1803038 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1803593.750000 Penalty: 4752.521973
	Iteration 13Q: 3 clusters Score -1803594 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1804197.875000 Penalty: 4752.521973
	Iteration 14Q: 3 clusters Score -1804198 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1804682.750000 Penalty: 4752.521973
	Iteration 15Q: 3 clusters Score -1804683 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1804941.125000 Penalty: 4752.521973
	Iteration 16Q: 3 clusters Score -1804941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1805049.750000 Penalty: 4752.521973
	Iteration 17Q: 3 clusters Score -1805050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1805089.375000 Penalty: 4752.521973
	Iteration 18Q: 3 clusters Score -1805089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1805101.250000 Penalty: 4752.521973
	Iteration 19Q: 3 clusters Score -1805101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1805108.625000 Penalty: 4752.521973
	Iteration 20F: 3 clusters Score -1805109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1805109.750000 Penalty: 4752.521973
	Iteration 21Q: 3 clusters Score -1805110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1805109.250000 Penalty: 4752.521973
	Iteration 22Q: 3 clusters Score -1805109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1805113.625000 Penalty: 4752.521973
	Iteration 23Q: 3 clusters Score -1805114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1805119.250000 Penalty: 4752.521973
	Iteration 24Q: 3 clusters Score -1805119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1805119.500000 Penalty: 4752.521973
	Iteration 25Q: 3 clusters Score -1805120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1805120.375000 Penalty: 4752.521973
	Iteration 26Q: 3 clusters Score -1805120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1805121.875000 Penalty: 4752.521973
	Iteration 27Q: 3 clusters Score -1805122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1805121.500000 Penalty: 4752.521973
	Iteration 28Q: 3 clusters Score -1805122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1805122.625000 Penalty: 4752.521973
	Iteration 29Q: 3 clusters Score -1805123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1805122.625000 Penalty: 4752.521973
	Iteration 30F: 3 clusters Score -1805123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -100295.039062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -100295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98519.289062 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -98519.29 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99100.000000 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -99100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99476.929688 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -99476.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99850.039062 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -99850.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100213.617188 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -100213.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100357.726562 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -100357.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100402.570312 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -100402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100431.062500 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -100431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100459.835938 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -100459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100504.390625 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -100504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100535.695312 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -100535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100551.265625 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -100551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100555.507812 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -100555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100556.593750 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -100556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100556.593750 Penalty: 3383.269287
	Iteration 14F: 3 clusters Score -100556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 400 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343859 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 517 members 
Entering Unmasked Estep 
Score: -104943888.000000 Penalty: 111635.625000
Splitting cluster 3 changes total score from -104945272.000000 to -104943888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Entering Unmasked Estep 
Score: -2450351.250000 Penalty: 2436.998535
	Iteration 0F: 2 clusters Score -2450351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2437257.000000 Penalty: 4873.997070
	Iteration 0F: 3 clusters Score -2437257 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2441614.750000 Penalty: 4873.997070
	Iteration 1F: 3 clusters Score -2441615 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2441989.500000 Penalty: 4873.997070
	Iteration 2F: 3 clusters Score -2441990 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2442321.000000 Penalty: 4873.997070
	Iteration 3Q: 3 clusters Score -2442321 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2442648.750000 Penalty: 4873.997070
	Iteration 4Q: 3 clusters Score -2442649 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2442949.000000 Penalty: 4873.997070
	Iteration 5Q: 3 clusters Score -2442949 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2443262.500000 Penalty: 4873.997070
	Iteration 6Q: 3 clusters Score -2443262 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2443603.000000 Penalty: 4873.997070
	Iteration 7Q: 3 clusters Score -2443603 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2443967.250000 Penalty: 4873.997070
	Iteration 8Q: 3 clusters Score -2443967 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2444339.750000 Penalty: 4873.997070
	Iteration 9Q: 3 clusters Score -2444340 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2444750.250000 Penalty: 4873.997070
	Iteration 10Q: 3 clusters Score -2444750 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2445204.750000 Penalty: 4873.997070
	Iteration 11Q: 3 clusters Score -2445205 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2445659.500000 Penalty: 4873.997070
	Iteration 12Q: 3 clusters Score -2445660 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2446040.750000 Penalty: 4873.997070
	Iteration 13Q: 3 clusters Score -2446041 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2446291.000000 Penalty: 4873.997070
	Iteration 14Q: 3 clusters Score -2446291 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2446434.000000 Penalty: 4873.997070
	Iteration 15Q: 3 clusters Score -2446434 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2446513.750000 Penalty: 4873.997070
	Iteration 16Q: 3 clusters Score -2446514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2446555.750000 Penalty: 4873.997070
	Iteration 17Q: 3 clusters Score -2446556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2446584.500000 Penalty: 4873.997070
	Iteration 18Q: 3 clusters Score -2446584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2446610.750000 Penalty: 4873.997070
	Iteration 19Q: 3 clusters Score -2446611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2446623.750000 Penalty: 4873.997070
	Iteration 20F: 3 clusters Score -2446624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2446644.750000 Penalty: 4873.997070
	Iteration 21Q: 3 clusters Score -2446645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2446657.250000 Penalty: 4873.997070
	Iteration 22Q: 3 clusters Score -2446657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2446671.250000 Penalty: 4873.997070
	Iteration 23Q: 3 clusters Score -2446671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2446673.500000 Penalty: 4873.997070
	Iteration 24Q: 3 clusters Score -2446674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2446676.000000 Penalty: 4873.997070
	Iteration 25Q: 3 clusters Score -2446676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2446681.750000 Penalty: 4873.997070
	Iteration 26Q: 3 clusters Score -2446682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2446696.500000 Penalty: 4873.997070
	Iteration 27Q: 3 clusters Score -2446696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2446707.000000 Penalty: 4873.997070
	Iteration 28Q: 3 clusters Score -2446707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2446713.250000 Penalty: 4873.997070
	Iteration 29Q: 3 clusters Score -2446713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2446726.250000 Penalty: 4873.997070
	Iteration 30Q: 3 clusters Score -2446726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2446735.750000 Penalty: 4873.997070
	Iteration 31Q: 3 clusters Score -2446736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2446738.000000 Penalty: 4873.997070
	Iteration 32Q: 3 clusters Score -2446738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2446751.750000 Penalty: 4873.997070
	Iteration 33Q: 3 clusters Score -2446752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2446762.250000 Penalty: 4873.997070
	Iteration 34Q: 3 clusters Score -2446762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2446761.250000 Penalty: 4873.997070
	Iteration 35Q: 3 clusters Score -2446761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2446764.500000 Penalty: 4873.997070
	Iteration 36Q: 3 clusters Score -2446764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2446770.250000 Penalty: 4873.997070
	Iteration 37Q: 3 clusters Score -2446770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2446776.000000 Penalty: 4873.997070
	Iteration 38Q: 3 clusters Score -2446776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2446787.500000 Penalty: 4873.997070
	Iteration 39Q: 3 clusters Score -2446788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2446800.500000 Penalty: 4873.997070
	Iteration 40F: 3 clusters Score -2446800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2446807.500000 Penalty: 4873.997070
	Iteration 41Q: 3 clusters Score -2446808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2446810.250000 Penalty: 4873.997070
	Iteration 42Q: 3 clusters Score -2446810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2446822.500000 Penalty: 4873.997070
	Iteration 43Q: 3 clusters Score -2446822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2446822.000000 Penalty: 4873.997070
	Iteration 44Q: 3 clusters Score -2446822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2446846.750000 Penalty: 4873.997070
	Iteration 45Q: 3 clusters Score -2446847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2446865.750000 Penalty: 4873.997070
	Iteration 46Q: 3 clusters Score -2446866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2446872.750000 Penalty: 4873.997070
	Iteration 47Q: 3 clusters Score -2446873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2446902.250000 Penalty: 4873.997070
	Iteration 48Q: 3 clusters Score -2446902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2446921.250000 Penalty: 4873.997070
	Iteration 49Q: 3 clusters Score -2446921 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2446943.000000 Penalty: 4873.997070
	Iteration 50Q: 3 clusters Score -2446943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2446959.500000 Penalty: 4873.997070
	Iteration 51Q: 3 clusters Score -2446960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2446979.250000 Penalty: 4873.997070
	Iteration 52Q: 3 clusters Score -2446979 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2446999.250000 Penalty: 4873.997070
	Iteration 53Q: 3 clusters Score -2446999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2447022.000000 Penalty: 4873.997070
	Iteration 54Q: 3 clusters Score -2447022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2447042.000000 Penalty: 4873.997070
	Iteration 55Q: 3 clusters Score -2447042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2447065.250000 Penalty: 4873.997070
	Iteration 56Q: 3 clusters Score -2447065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2447092.750000 Penalty: 4873.997070
	Iteration 57Q: 3 clusters Score -2447093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2447108.500000 Penalty: 4873.997070
	Iteration 58Q: 3 clusters Score -2447108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2447132.250000 Penalty: 4873.997070
	Iteration 59Q: 3 clusters Score -2447132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2447147.250000 Penalty: 4873.997070
	Iteration 60F: 3 clusters Score -2447147 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2447165.500000 Penalty: 4873.997070
	Iteration 61Q: 3 clusters Score -2447166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2447193.500000 Penalty: 4873.997070
	Iteration 62Q: 3 clusters Score -2447194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2447225.500000 Penalty: 4873.997070
	Iteration 63Q: 3 clusters Score -2447226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2447259.750000 Penalty: 4873.997070
	Iteration 64Q: 3 clusters Score -2447260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2447292.500000 Penalty: 4873.997070
	Iteration 65Q: 3 clusters Score -2447292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2447329.750000 Penalty: 4873.997070
	Iteration 66Q: 3 clusters Score -2447330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2447359.250000 Penalty: 4873.997070
	Iteration 67Q: 3 clusters Score -2447359 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2447408.750000 Penalty: 4873.997070
	Iteration 68Q: 3 clusters Score -2447409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2447467.500000 Penalty: 4873.997070
	Iteration 69Q: 3 clusters Score -2447468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2447513.250000 Penalty: 4873.997070
	Iteration 70Q: 3 clusters Score -2447513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2447575.000000 Penalty: 4873.997070
	Iteration 71Q: 3 clusters Score -2447575 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2447606.000000 Penalty: 4873.997070
	Iteration 72Q: 3 clusters Score -2447606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2447644.500000 Penalty: 4873.997070
	Iteration 73Q: 3 clusters Score -2447644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2447683.750000 Penalty: 4873.997070
	Iteration 74Q: 3 clusters Score -2447684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2447708.250000 Penalty: 4873.997070
	Iteration 75Q: 3 clusters Score -2447708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2447727.250000 Penalty: 4873.997070
	Iteration 76Q: 3 clusters Score -2447727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2447770.500000 Penalty: 4873.997070
	Iteration 77Q: 3 clusters Score -2447770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2447792.500000 Penalty: 4873.997070
	Iteration 78Q: 3 clusters Score -2447792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2447808.500000 Penalty: 4873.997070
	Iteration 79Q: 3 clusters Score -2447808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2447838.750000 Penalty: 4873.997070
	Iteration 80F: 3 clusters Score -2447839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2447876.750000 Penalty: 4873.997070
	Iteration 81Q: 3 clusters Score -2447877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2447905.000000 Penalty: 4873.997070
	Iteration 82Q: 3 clusters Score -2447905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2447931.250000 Penalty: 4873.997070
	Iteration 83Q: 3 clusters Score -2447931 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2447974.250000 Penalty: 4873.997070
	Iteration 84Q: 3 clusters Score -2447974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2448001.000000 Penalty: 4873.997070
	Iteration 85Q: 3 clusters Score -2448001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2448036.750000 Penalty: 4873.997070
	Iteration 86Q: 3 clusters Score -2448037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2448062.500000 Penalty: 4873.997070
	Iteration 87Q: 3 clusters Score -2448062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2448088.750000 Penalty: 4873.997070
	Iteration 88Q: 3 clusters Score -2448089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2448104.500000 Penalty: 4873.997070
	Iteration 89Q: 3 clusters Score -2448104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2448125.500000 Penalty: 4873.997070
	Iteration 90Q: 3 clusters Score -2448126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2448144.750000 Penalty: 4873.997070
	Iteration 91Q: 3 clusters Score -2448145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2448152.000000 Penalty: 4873.997070
	Iteration 92Q: 3 clusters Score -2448152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2448168.500000 Penalty: 4873.997070
	Iteration 93Q: 3 clusters Score -2448168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2448170.000000 Penalty: 4873.997070
	Iteration 94Q: 3 clusters Score -2448170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2448180.750000 Penalty: 4873.997070
	Iteration 95Q: 3 clusters Score -2448181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2448191.000000 Penalty: 4873.997070
	Iteration 96Q: 3 clusters Score -2448191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2448205.000000 Penalty: 4873.997070
	Iteration 97Q: 3 clusters Score -2448205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2448209.750000 Penalty: 4873.997070
	Iteration 98Q: 3 clusters Score -2448210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2448221.000000 Penalty: 4873.997070
	Iteration 99Q: 3 clusters Score -2448221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2448223.000000 Penalty: 4873.997070
	Iteration 100F: 3 clusters Score -2448223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2448236.000000 Penalty: 4873.997070
	Iteration 101Q: 3 clusters Score -2448236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2448250.000000 Penalty: 4873.997070
	Iteration 102Q: 3 clusters Score -2448250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2448256.000000 Penalty: 4873.997070
	Iteration 103Q: 3 clusters Score -2448256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2448268.250000 Penalty: 4873.997070
	Iteration 104Q: 3 clusters Score -2448268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2448279.250000 Penalty: 4873.997070
	Iteration 105Q: 3 clusters Score -2448279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2448298.000000 Penalty: 4873.997070
	Iteration 106Q: 3 clusters Score -2448298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2448315.000000 Penalty: 4873.997070
	Iteration 107Q: 3 clusters Score -2448315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2448334.250000 Penalty: 4873.997070
	Iteration 108Q: 3 clusters Score -2448334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2448352.250000 Penalty: 4873.997070
	Iteration 109Q: 3 clusters Score -2448352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2448374.750000 Penalty: 4873.997070
	Iteration 110Q: 3 clusters Score -2448375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2448388.250000 Penalty: 4873.997070
	Iteration 111Q: 3 clusters Score -2448388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2448399.750000 Penalty: 4873.997070
	Iteration 112Q: 3 clusters Score -2448400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2448419.000000 Penalty: 4873.997070
	Iteration 113Q: 3 clusters Score -2448419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2448434.250000 Penalty: 4873.997070
	Iteration 114Q: 3 clusters Score -2448434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2448451.250000 Penalty: 4873.997070
	Iteration 115Q: 3 clusters Score -2448451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2448465.000000 Penalty: 4873.997070
	Iteration 116Q: 3 clusters Score -2448465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2448480.750000 Penalty: 4873.997070
	Iteration 117Q: 3 clusters Score -2448481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2448486.750000 Penalty: 4873.997070
	Iteration 118Q: 3 clusters Score -2448487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2448500.000000 Penalty: 4873.997070
	Iteration 119Q: 3 clusters Score -2448500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2448511.250000 Penalty: 4873.997070
	Iteration 120F: 3 clusters Score -2448511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2448520.750000 Penalty: 4873.997070
	Iteration 121Q: 3 clusters Score -2448521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2448520.250000 Penalty: 4873.997070
	Iteration 122Q: 3 clusters Score -2448520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2448524.000000 Penalty: 4873.997070
	Iteration 123Q: 3 clusters Score -2448524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2448530.750000 Penalty: 4873.997070
	Iteration 124Q: 3 clusters Score -2448531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2448533.000000 Penalty: 4873.997070
	Iteration 125Q: 3 clusters Score -2448533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2448536.500000 Penalty: 4873.997070
	Iteration 126Q: 3 clusters Score -2448536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2448538.750000 Penalty: 4873.997070
	Iteration 127Q: 3 clusters Score -2448539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2448533.000000 Penalty: 4873.997070
	Iteration 128Q: 3 clusters Score -2448533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2448541.500000 Penalty: 4873.997070
	Iteration 129Q: 3 clusters Score -2448542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2448544.250000 Penalty: 4873.997070
	Iteration 130Q: 3 clusters Score -2448544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2448547.500000 Penalty: 4873.997070
	Iteration 131Q: 3 clusters Score -2448548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2448546.250000 Penalty: 4873.997070
	Iteration 132Q: 3 clusters Score -2448546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2448547.750000 Penalty: 4873.997070
	Iteration 133Q: 3 clusters Score -2448548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2448550.500000 Penalty: 4873.997070
	Iteration 134Q: 3 clusters Score -2448550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2448549.000000 Penalty: 4873.997070
	Iteration 135Q: 3 clusters Score -2448549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2448551.000000 Penalty: 4873.997070
	Iteration 136Q: 3 clusters Score -2448551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2448550.250000 Penalty: 4873.997070
	Iteration 137Q: 3 clusters Score -2448550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2448551.250000 Penalty: 4873.997070
	Iteration 138Q: 3 clusters Score -2448551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2448551.250000 Penalty: 4873.997070
	Iteration 139Q: 3 clusters Score -2448551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2448553.000000 Penalty: 4873.997070
	Iteration 140F: 3 clusters Score -2448553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2448553.000000 Penalty: 4873.997070
	Iteration 141Q: 3 clusters Score -2448553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2448553.750000 Penalty: 4873.997070
	Iteration 142Q: 3 clusters Score -2448554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2448557.750000 Penalty: 4873.997070
	Iteration 143Q: 3 clusters Score -2448558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2448557.750000 Penalty: 4873.997070
	Iteration 144F: 3 clusters Score -2448558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59619.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -59619.62 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 280 members 
Entering Unmasked Estep 
Score: -58179.730469 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -58179.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58510.503906 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -58510.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58648.921875 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -58648.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58692.464844 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -58692.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58742.363281 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -58742.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58791.996094 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -58792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58859.082031 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -58859.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58934.593750 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -58934.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59059.183594 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -59059.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59109.230469 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -59109.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59151.398438 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -59151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59213.855469 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -59213.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59287.156250 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -59287.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59341.515625 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -59341.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59426.550781 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -59426.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59469.511719 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -59469.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59492.222656 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -59492.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59494.136719 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -59494.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59494.136719 Penalty: 3133.313721
	Iteration 18F: 3 clusters Score -59494.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Entering Unmasked Estep 
Score: -4294696.000000 Penalty: 2585.234375
	Iteration 0F: 2 clusters Score -4294696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4271587.000000 Penalty: 5170.468750
	Iteration 0F: 3 clusters Score -4271587 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4280350.500000 Penalty: 5170.468750
	Iteration 1F: 3 clusters Score -4280350 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4281286.500000 Penalty: 5170.468750
	Iteration 2F: 3 clusters Score -4281286 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4282385.000000 Penalty: 5170.468750
	Iteration 3F: 3 clusters Score -4282385 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4283736.000000 Penalty: 5170.468750
	Iteration 4F: 3 clusters Score -4283736 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4285535.500000 Penalty: 5170.468750
	Iteration 5F: 3 clusters Score -4285536 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4287810.500000 Penalty: 5170.468750
	Iteration 6F: 3 clusters Score -4287810 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4290151.000000 Penalty: 5170.468750
	Iteration 7F: 3 clusters Score -4290151 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4291964.500000 Penalty: 5170.468750
	Iteration 8Q: 3 clusters Score -4291964 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4292754.000000 Penalty: 5170.468750
	Iteration 9Q: 3 clusters Score -4292754 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -4293077.500000 Penalty: 5170.468750
	Iteration 10Q: 3 clusters Score -4293078 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4293194.000000 Penalty: 5170.468750
	Iteration 11Q: 3 clusters Score -4293194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4293272.000000 Penalty: 5170.468750
	Iteration 12Q: 3 clusters Score -4293272 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4293333.500000 Penalty: 5170.468750
	Iteration 13Q: 3 clusters Score -4293334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4293359.000000 Penalty: 5170.468750
	Iteration 14Q: 3 clusters Score -4293359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4293382.000000 Penalty: 5170.468750
	Iteration 15Q: 3 clusters Score -4293382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4293407.500000 Penalty: 5170.468750
	Iteration 16Q: 3 clusters Score -4293408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4293414.000000 Penalty: 5170.468750
	Iteration 17Q: 3 clusters Score -4293414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4293428.500000 Penalty: 5170.468750
	Iteration 18Q: 3 clusters Score -4293428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4293438.000000 Penalty: 5170.468750
	Iteration 19Q: 3 clusters Score -4293438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4293440.500000 Penalty: 5170.468750
	Iteration 20F: 3 clusters Score -4293440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4293441.000000 Penalty: 5170.468750
	Iteration 21Q: 3 clusters Score -4293441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4293447.500000 Penalty: 5170.468750
	Iteration 22Q: 3 clusters Score -4293448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4293447.500000 Penalty: 5170.468750
	Iteration 23Q: 3 clusters Score -4293448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4293454.500000 Penalty: 5170.468750
	Iteration 24Q: 3 clusters Score -4293454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4293456.000000 Penalty: 5170.468750
	Iteration 25Q: 3 clusters Score -4293456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4293453.500000 Penalty: 5170.468750
	Iteration 26Q: 3 clusters Score -4293454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4293458.000000 Penalty: 5170.468750
	Iteration 27Q: 3 clusters Score -4293458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4293472.500000 Penalty: 5170.468750
	Iteration 28Q: 3 clusters Score -4293472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4293481.500000 Penalty: 5170.468750
	Iteration 29Q: 3 clusters Score -4293482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4293477.000000 Penalty: 5170.468750
	Iteration 30Q: 3 clusters Score -4293477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4293474.000000 Penalty: 5170.468750
	Iteration 31Q: 3 clusters Score -4293474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4293479.500000 Penalty: 5170.468750
	Iteration 32Q: 3 clusters Score -4293480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4293477.000000 Penalty: 5170.468750
	Iteration 33Q: 3 clusters Score -4293477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4293473.000000 Penalty: 5170.468750
	Iteration 34Q: 3 clusters Score -4293473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4293475.000000 Penalty: 5170.468750
	Iteration 35Q: 3 clusters Score -4293475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4293474.000000 Penalty: 5170.468750
	Iteration 36Q: 3 clusters Score -4293474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4293480.500000 Penalty: 5170.468750
	Iteration 37Q: 3 clusters Score -4293480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4293478.000000 Penalty: 5170.468750
	Iteration 38Q: 3 clusters Score -4293478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4293479.000000 Penalty: 5170.468750
	Iteration 39Q: 3 clusters Score -4293479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4293481.500000 Penalty: 5170.468750
	Iteration 40F: 3 clusters Score -4293482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4293480.500000 Penalty: 5170.468750
	Iteration 41Q: 3 clusters Score -4293480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4293484.000000 Penalty: 5170.468750
	Iteration 42Q: 3 clusters Score -4293484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4293487.000000 Penalty: 5170.468750
	Iteration 43Q: 3 clusters Score -4293487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4293491.500000 Penalty: 5170.468750
	Iteration 44Q: 3 clusters Score -4293492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4293484.500000 Penalty: 5170.468750
	Iteration 45Q: 3 clusters Score -4293484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4293490.000000 Penalty: 5170.468750
	Iteration 46Q: 3 clusters Score -4293490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4293483.500000 Penalty: 5170.468750
	Iteration 47Q: 3 clusters Score -4293484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4293487.500000 Penalty: 5170.468750
	Iteration 48Q: 3 clusters Score -4293488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4293484.500000 Penalty: 5170.468750
	Iteration 49Q: 3 clusters Score -4293484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4293486.000000 Penalty: 5170.468750
	Iteration 50Q: 3 clusters Score -4293486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4293484.500000 Penalty: 5170.468750
	Iteration 51Q: 3 clusters Score -4293484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4293484.000000 Penalty: 5170.468750
	Iteration 52Q: 3 clusters Score -4293484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4293480.000000 Penalty: 5170.468750
	Iteration 53Q: 3 clusters Score -4293480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4293480.000000 Penalty: 5170.468750
	Iteration 54F: 3 clusters Score -4293480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Entering Unmasked Estep 
Score: -1747304.625000 Penalty: 2364.776855
	Iteration 0F: 2 clusters Score -1747305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1737217.625000 Penalty: 4729.553711
	Iteration 0F: 3 clusters Score -1737218 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1740278.750000 Penalty: 4729.553711
	Iteration 1F: 3 clusters Score -1740279 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1740616.875000 Penalty: 4729.553711
	Iteration 2F: 3 clusters Score -1740617 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1740900.375000 Penalty: 4729.553711
	Iteration 3Q: 3 clusters Score -1740900 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1741121.875000 Penalty: 4729.553711
	Iteration 4Q: 3 clusters Score -1741122 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1741311.000000 Penalty: 4729.553711
	Iteration 5Q: 3 clusters Score -1741311 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1741465.375000 Penalty: 4729.553711
	Iteration 6Q: 3 clusters Score -1741465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1741619.000000 Penalty: 4729.553711
	Iteration 7Q: 3 clusters Score -1741619 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1741763.625000 Penalty: 4729.553711
	Iteration 8Q: 3 clusters Score -1741764 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1741927.125000 Penalty: 4729.553711
	Iteration 9Q: 3 clusters Score -1741927 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1742075.625000 Penalty: 4729.553711
	Iteration 10Q: 3 clusters Score -1742076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1742221.875000 Penalty: 4729.553711
	Iteration 11Q: 3 clusters Score -1742222 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1742379.875000 Penalty: 4729.553711
	Iteration 12Q: 3 clusters Score -1742380 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1742557.000000 Penalty: 4729.553711
	Iteration 13Q: 3 clusters Score -1742557 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1742767.500000 Penalty: 4729.553711
	Iteration 14Q: 3 clusters Score -1742768 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1743027.375000 Penalty: 4729.553711
	Iteration 15Q: 3 clusters Score -1743027 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1743322.000000 Penalty: 4729.553711
	Iteration 16Q: 3 clusters Score -1743322 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1743671.500000 Penalty: 4729.553711
	Iteration 17Q: 3 clusters Score -1743672 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1744025.625000 Penalty: 4729.553711
	Iteration 18Q: 3 clusters Score -1744026 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1744294.250000 Penalty: 4729.553711
	Iteration 19Q: 3 clusters Score -1744294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1744522.250000 Penalty: 4729.553711
	Iteration 20F: 3 clusters Score -1744522 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1744723.125000 Penalty: 4729.553711
	Iteration 21Q: 3 clusters Score -1744723 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1744893.500000 Penalty: 4729.553711
	Iteration 22Q: 3 clusters Score -1744894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1745016.250000 Penalty: 4729.553711
	Iteration 23Q: 3 clusters Score -1745016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1745105.250000 Penalty: 4729.553711
	Iteration 24Q: 3 clusters Score -1745105 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1745182.250000 Penalty: 4729.553711
	Iteration 25Q: 3 clusters Score -1745182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1745231.375000 Penalty: 4729.553711
	Iteration 26Q: 3 clusters Score -1745231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1745269.875000 Penalty: 4729.553711
	Iteration 27Q: 3 clusters Score -1745270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1745300.500000 Penalty: 4729.553711
	Iteration 28Q: 3 clusters Score -1745300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1745330.125000 Penalty: 4729.553711
	Iteration 29Q: 3 clusters Score -1745330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1745346.625000 Penalty: 4729.553711
	Iteration 30Q: 3 clusters Score -1745347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1745362.250000 Penalty: 4729.553711
	Iteration 31Q: 3 clusters Score -1745362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1745383.375000 Penalty: 4729.553711
	Iteration 32Q: 3 clusters Score -1745383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1745396.625000 Penalty: 4729.553711
	Iteration 33Q: 3 clusters Score -1745397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1745410.750000 Penalty: 4729.553711
	Iteration 34Q: 3 clusters Score -1745411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1745429.750000 Penalty: 4729.553711
	Iteration 35Q: 3 clusters Score -1745430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1745437.625000 Penalty: 4729.553711
	Iteration 36Q: 3 clusters Score -1745438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1745446.750000 Penalty: 4729.553711
	Iteration 37Q: 3 clusters Score -1745447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1745454.000000 Penalty: 4729.553711
	Iteration 38Q: 3 clusters Score -1745454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1745458.000000 Penalty: 4729.553711
	Iteration 39Q: 3 clusters Score -1745458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1745464.875000 Penalty: 4729.553711
	Iteration 40F: 3 clusters Score -1745465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1745468.500000 Penalty: 4729.553711
	Iteration 41Q: 3 clusters Score -1745468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1745476.000000 Penalty: 4729.553711
	Iteration 42Q: 3 clusters Score -1745476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1745482.500000 Penalty: 4729.553711
	Iteration 43Q: 3 clusters Score -1745482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1745486.750000 Penalty: 4729.553711
	Iteration 44Q: 3 clusters Score -1745487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1745492.875000 Penalty: 4729.553711
	Iteration 45Q: 3 clusters Score -1745493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1745502.000000 Penalty: 4729.553711
	Iteration 46Q: 3 clusters Score -1745502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1745505.875000 Penalty: 4729.553711
	Iteration 47Q: 3 clusters Score -1745506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1745517.375000 Penalty: 4729.553711
	Iteration 48Q: 3 clusters Score -1745517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1745534.875000 Penalty: 4729.553711
	Iteration 49Q: 3 clusters Score -1745535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1745557.375000 Penalty: 4729.553711
	Iteration 50Q: 3 clusters Score -1745557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1745569.500000 Penalty: 4729.553711
	Iteration 51Q: 3 clusters Score -1745570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1745579.125000 Penalty: 4729.553711
	Iteration 52Q: 3 clusters Score -1745579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1745596.500000 Penalty: 4729.553711
	Iteration 53Q: 3 clusters Score -1745596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1745621.000000 Penalty: 4729.553711
	Iteration 54Q: 3 clusters Score -1745621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1745646.875000 Penalty: 4729.553711
	Iteration 55Q: 3 clusters Score -1745647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1745682.375000 Penalty: 4729.553711
	Iteration 56Q: 3 clusters Score -1745682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1745736.500000 Penalty: 4729.553711
	Iteration 57Q: 3 clusters Score -1745736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1745774.000000 Penalty: 4729.553711
	Iteration 58Q: 3 clusters Score -1745774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1745810.250000 Penalty: 4729.553711
	Iteration 59Q: 3 clusters Score -1745810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1745833.750000 Penalty: 4729.553711
	Iteration 60F: 3 clusters Score -1745834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1745846.125000 Penalty: 4729.553711
	Iteration 61Q: 3 clusters Score -1745846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1745854.750000 Penalty: 4729.553711
	Iteration 62Q: 3 clusters Score -1745855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1745867.750000 Penalty: 4729.553711
	Iteration 63Q: 3 clusters Score -1745868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1745873.875000 Penalty: 4729.553711
	Iteration 64Q: 3 clusters Score -1745874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1745876.625000 Penalty: 4729.553711
	Iteration 65Q: 3 clusters Score -1745877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1745876.875000 Penalty: 4729.553711
	Iteration 66Q: 3 clusters Score -1745877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1745878.750000 Penalty: 4729.553711
	Iteration 67Q: 3 clusters Score -1745879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1745881.875000 Penalty: 4729.553711
	Iteration 68Q: 3 clusters Score -1745882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1745884.625000 Penalty: 4729.553711
	Iteration 69Q: 3 clusters Score -1745885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1745888.000000 Penalty: 4729.553711
	Iteration 70Q: 3 clusters Score -1745888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1745889.375000 Penalty: 4729.553711
	Iteration 71Q: 3 clusters Score -1745889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1745891.750000 Penalty: 4729.553711
	Iteration 72Q: 3 clusters Score -1745892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1745893.125000 Penalty: 4729.553711
	Iteration 73Q: 3 clusters Score -1745893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1745893.500000 Penalty: 4729.553711
	Iteration 74Q: 3 clusters Score -1745894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1745897.750000 Penalty: 4729.553711
	Iteration 75Q: 3 clusters Score -1745898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1745902.125000 Penalty: 4729.553711
	Iteration 76Q: 3 clusters Score -1745902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1745902.625000 Penalty: 4729.553711
	Iteration 77Q: 3 clusters Score -1745903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1745902.375000 Penalty: 4729.553711
	Iteration 78Q: 3 clusters Score -1745902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1745904.875000 Penalty: 4729.553711
	Iteration 79Q: 3 clusters Score -1745905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1745905.000000 Penalty: 4729.553711
	Iteration 80F: 3 clusters Score -1745905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1745906.500000 Penalty: 4729.553711
	Iteration 81Q: 3 clusters Score -1745906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1745910.125000 Penalty: 4729.553711
	Iteration 82Q: 3 clusters Score -1745910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1745913.000000 Penalty: 4729.553711
	Iteration 83Q: 3 clusters Score -1745913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1745912.875000 Penalty: 4729.553711
	Iteration 84Q: 3 clusters Score -1745913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1745917.000000 Penalty: 4729.553711
	Iteration 85Q: 3 clusters Score -1745917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1745916.750000 Penalty: 4729.553711
	Iteration 86Q: 3 clusters Score -1745917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1745916.750000 Penalty: 4729.553711
	Iteration 87F: 3 clusters Score -1745917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -1141309.750000 Penalty: 2267.735107
	Iteration 0F: 2 clusters Score -1141310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1134084.000000 Penalty: 4535.470215
	Iteration 0F: 3 clusters Score -1134084 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1136224.375000 Penalty: 4535.470215
	Iteration 1F: 3 clusters Score -1136224 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1136558.375000 Penalty: 4535.470215
	Iteration 2F: 3 clusters Score -1136558 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1136829.375000 Penalty: 4535.470215
	Iteration 3F: 3 clusters Score -1136829 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1137122.375000 Penalty: 4535.470215
	Iteration 4F: 3 clusters Score -1137122 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1137417.875000 Penalty: 4535.470215
	Iteration 5F: 3 clusters Score -1137418 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1137726.000000 Penalty: 4535.470215
	Iteration 6F: 3 clusters Score -1137726 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1138080.000000 Penalty: 4535.470215
	Iteration 7F: 3 clusters Score -1138080 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1138366.750000 Penalty: 4535.470215
	Iteration 8F: 3 clusters Score -1138367 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1138601.250000 Penalty: 4535.470215
	Iteration 9Q: 3 clusters Score -1138601 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1138753.000000 Penalty: 4535.470215
	Iteration 10Q: 3 clusters Score -1138753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1138848.000000 Penalty: 4535.470215
	Iteration 11Q: 3 clusters Score -1138848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1138914.500000 Penalty: 4535.470215
	Iteration 12Q: 3 clusters Score -1138914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1138966.625000 Penalty: 4535.470215
	Iteration 13Q: 3 clusters Score -1138967 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1139012.875000 Penalty: 4535.470215
	Iteration 14Q: 3 clusters Score -1139013 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1139049.375000 Penalty: 4535.470215
	Iteration 15Q: 3 clusters Score -1139049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1139074.000000 Penalty: 4535.470215
	Iteration 16Q: 3 clusters Score -1139074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1139099.750000 Penalty: 4535.470215
	Iteration 17Q: 3 clusters Score -1139100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1139116.250000 Penalty: 4535.470215
	Iteration 18Q: 3 clusters Score -1139116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1139124.875000 Penalty: 4535.470215
	Iteration 19Q: 3 clusters Score -1139125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1139132.250000 Penalty: 4535.470215
	Iteration 20F: 3 clusters Score -1139132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1139135.875000 Penalty: 4535.470215
	Iteration 21Q: 3 clusters Score -1139136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1139138.750000 Penalty: 4535.470215
	Iteration 22Q: 3 clusters Score -1139139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1139142.250000 Penalty: 4535.470215
	Iteration 23Q: 3 clusters Score -1139142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1139141.500000 Penalty: 4535.470215
	Iteration 24Q: 3 clusters Score -1139142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1139148.250000 Penalty: 4535.470215
	Iteration 25Q: 3 clusters Score -1139148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1139150.875000 Penalty: 4535.470215
	Iteration 26Q: 3 clusters Score -1139151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1139157.750000 Penalty: 4535.470215
	Iteration 27Q: 3 clusters Score -1139158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1139160.500000 Penalty: 4535.470215
	Iteration 28Q: 3 clusters Score -1139160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1139161.375000 Penalty: 4535.470215
	Iteration 29Q: 3 clusters Score -1139161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1139160.500000 Penalty: 4535.470215
	Iteration 30Q: 3 clusters Score -1139160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1139160.500000 Penalty: 4535.470215
	Iteration 31Q: 3 clusters Score -1139160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1139162.125000 Penalty: 4535.470215
	Iteration 32Q: 3 clusters Score -1139162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1139163.000000 Penalty: 4535.470215
	Iteration 33Q: 3 clusters Score -1139163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1139163.125000 Penalty: 4535.470215
	Iteration 34Q: 3 clusters Score -1139163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1139165.500000 Penalty: 4535.470215
	Iteration 35Q: 3 clusters Score -1139166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1139165.375000 Penalty: 4535.470215
	Iteration 36Q: 3 clusters Score -1139165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1139167.875000 Penalty: 4535.470215
	Iteration 37Q: 3 clusters Score -1139168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1139168.500000 Penalty: 4535.470215
	Iteration 38Q: 3 clusters Score -1139168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1139170.375000 Penalty: 4535.470215
	Iteration 39Q: 3 clusters Score -1139170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1139169.750000 Penalty: 4535.470215
	Iteration 40F: 3 clusters Score -1139170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Entering Unmasked Estep 
Score: -6397722.500000 Penalty: 2700.889648
	Iteration 0F: 2 clusters Score -6397722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -6361858.500000 Penalty: 5401.779297
	Iteration 0F: 3 clusters Score -6361858 nChanged 24707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -6375949.000000 Penalty: 5401.779297
	Iteration 1F: 3 clusters Score -6375949 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6377070.500000 Penalty: 5401.779297
	Iteration 2F: 3 clusters Score -6377070 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6378206.000000 Penalty: 5401.779297
	Iteration 3F: 3 clusters Score -6378206 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6379326.500000 Penalty: 5401.779297
	Iteration 4F: 3 clusters Score -6379326 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6380396.500000 Penalty: 5401.779297
	Iteration 5Q: 3 clusters Score -6380396 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6381448.500000 Penalty: 5401.779297
	Iteration 6Q: 3 clusters Score -6381448 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6382467.500000 Penalty: 5401.779297
	Iteration 7Q: 3 clusters Score -6382468 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -6383572.000000 Penalty: 5401.779297
	Iteration 8Q: 3 clusters Score -6383572 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -6384745.500000 Penalty: 5401.779297
	Iteration 9Q: 3 clusters Score -6384746 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -6385810.000000 Penalty: 5401.779297
	Iteration 10Q: 3 clusters Score -6385810 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6386587.000000 Penalty: 5401.779297
	Iteration 11Q: 3 clusters Score -6386587 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6387019.000000 Penalty: 5401.779297
	Iteration 12Q: 3 clusters Score -6387019 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -6387351.000000 Penalty: 5401.779297
	Iteration 13Q: 3 clusters Score -6387351 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6387538.500000 Penalty: 5401.779297
	Iteration 14Q: 3 clusters Score -6387538 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6387719.500000 Penalty: 5401.779297
	Iteration 15Q: 3 clusters Score -6387720 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6387869.500000 Penalty: 5401.779297
	Iteration 16Q: 3 clusters Score -6387870 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6388003.000000 Penalty: 5401.779297
	Iteration 17Q: 3 clusters Score -6388003 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -6388148.500000 Penalty: 5401.779297
	Iteration 18Q: 3 clusters Score -6388148 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -6388297.000000 Penalty: 5401.779297
	Iteration 19Q: 3 clusters Score -6388297 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6388424.500000 Penalty: 5401.779297
	Iteration 20F: 3 clusters Score -6388424 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -6388602.000000 Penalty: 5401.779297
	Iteration 21Q: 3 clusters Score -6388602 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -6388741.000000 Penalty: 5401.779297
	Iteration 22Q: 3 clusters Score -6388741 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -6388948.000000 Penalty: 5401.779297
	Iteration 23Q: 3 clusters Score -6388948 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -6389149.000000 Penalty: 5401.779297
	Iteration 24Q: 3 clusters Score -6389149 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6389364.000000 Penalty: 5401.779297
	Iteration 25Q: 3 clusters Score -6389364 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -6389605.500000 Penalty: 5401.779297
	Iteration 26Q: 3 clusters Score -6389606 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -6389865.500000 Penalty: 5401.779297
	Iteration 27Q: 3 clusters Score -6389866 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -6390079.500000 Penalty: 5401.779297
	Iteration 28Q: 3 clusters Score -6390080 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6390346.500000 Penalty: 5401.779297
	Iteration 29Q: 3 clusters Score -6390346 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -6390606.500000 Penalty: 5401.779297
	Iteration 30Q: 3 clusters Score -6390606 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6390895.500000 Penalty: 5401.779297
	Iteration 31Q: 3 clusters Score -6390896 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -6391202.500000 Penalty: 5401.779297
	Iteration 32Q: 3 clusters Score -6391202 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6391467.500000 Penalty: 5401.779297
	Iteration 33Q: 3 clusters Score -6391468 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -6391797.000000 Penalty: 5401.779297
	Iteration 34Q: 3 clusters Score -6391797 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6392170.500000 Penalty: 5401.779297
	Iteration 35Q: 3 clusters Score -6392170 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6392558.000000 Penalty: 5401.779297
	Iteration 36Q: 3 clusters Score -6392558 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -6392923.500000 Penalty: 5401.779297
	Iteration 37Q: 3 clusters Score -6392924 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6393304.000000 Penalty: 5401.779297
	Iteration 38Q: 3 clusters Score -6393304 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6393680.000000 Penalty: 5401.779297
	Iteration 39Q: 3 clusters Score -6393680 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6394053.000000 Penalty: 5401.779297
	Iteration 40F: 3 clusters Score -6394053 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6394436.500000 Penalty: 5401.779297
	Iteration 41Q: 3 clusters Score -6394436 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6394785.000000 Penalty: 5401.779297
	Iteration 42Q: 3 clusters Score -6394785 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -6395046.000000 Penalty: 5401.779297
	Iteration 43Q: 3 clusters Score -6395046 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6395251.000000 Penalty: 5401.779297
	Iteration 44Q: 3 clusters Score -6395251 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -6395434.500000 Penalty: 5401.779297
	Iteration 45Q: 3 clusters Score -6395434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -6395561.000000 Penalty: 5401.779297
	Iteration 46Q: 3 clusters Score -6395561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6395641.000000 Penalty: 5401.779297
	Iteration 47Q: 3 clusters Score -6395641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -6395709.000000 Penalty: 5401.779297
	Iteration 48Q: 3 clusters Score -6395709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -6395775.000000 Penalty: 5401.779297
	Iteration 49Q: 3 clusters Score -6395775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -6395853.000000 Penalty: 5401.779297
	Iteration 50Q: 3 clusters Score -6395853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6395909.000000 Penalty: 5401.779297
	Iteration 51Q: 3 clusters Score -6395909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6395971.000000 Penalty: 5401.779297
	Iteration 52Q: 3 clusters Score -6395971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -6396035.000000 Penalty: 5401.779297
	Iteration 53Q: 3 clusters Score -6396035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6396082.500000 Penalty: 5401.779297
	Iteration 54Q: 3 clusters Score -6396082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -6396128.500000 Penalty: 5401.779297
	Iteration 55Q: 3 clusters Score -6396128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6396150.500000 Penalty: 5401.779297
	Iteration 56Q: 3 clusters Score -6396150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6396185.000000 Penalty: 5401.779297
	Iteration 57Q: 3 clusters Score -6396185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -6396208.500000 Penalty: 5401.779297
	Iteration 58Q: 3 clusters Score -6396208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -6396201.500000 Penalty: 5401.779297
	Iteration 59Q: 3 clusters Score -6396202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -6396214.500000 Penalty: 5401.779297
	Iteration 60F: 3 clusters Score -6396214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -6396222.000000 Penalty: 5401.779297
	Iteration 61Q: 3 clusters Score -6396222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -6396218.500000 Penalty: 5401.779297
	Iteration 62Q: 3 clusters Score -6396218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -6396220.000000 Penalty: 5401.779297
	Iteration 63Q: 3 clusters Score -6396220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -6396231.000000 Penalty: 5401.779297
	Iteration 64Q: 3 clusters Score -6396231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -6396245.500000 Penalty: 5401.779297
	Iteration 65Q: 3 clusters Score -6396246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -6396249.000000 Penalty: 5401.779297
	Iteration 66Q: 3 clusters Score -6396249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -6396262.000000 Penalty: 5401.779297
	Iteration 67Q: 3 clusters Score -6396262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -6396272.500000 Penalty: 5401.779297
	Iteration 68Q: 3 clusters Score -6396272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -6396279.000000 Penalty: 5401.779297
	Iteration 69Q: 3 clusters Score -6396279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -6396284.000000 Penalty: 5401.779297
	Iteration 70Q: 3 clusters Score -6396284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6396291.500000 Penalty: 5401.779297
	Iteration 71Q: 3 clusters Score -6396292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6396314.000000 Penalty: 5401.779297
	Iteration 72Q: 3 clusters Score -6396314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6396324.000000 Penalty: 5401.779297
	Iteration 73Q: 3 clusters Score -6396324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -6396323.500000 Penalty: 5401.779297
	Iteration 74Q: 3 clusters Score -6396324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -6396324.500000 Penalty: 5401.779297
	Iteration 75Q: 3 clusters Score -6396324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6396323.000000 Penalty: 5401.779297
	Iteration 76Q: 3 clusters Score -6396323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -6396335.000000 Penalty: 5401.779297
	Iteration 77Q: 3 clusters Score -6396335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6396336.500000 Penalty: 5401.779297
	Iteration 78Q: 3 clusters Score -6396336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6396336.500000 Penalty: 5401.779297
	Iteration 79Q: 3 clusters Score -6396336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -6396339.000000 Penalty: 5401.779297
	Iteration 80F: 3 clusters Score -6396339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6396339.500000 Penalty: 5401.779297
	Iteration 81Q: 3 clusters Score -6396340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6396339.500000 Penalty: 5401.779297
	Iteration 82F: 3 clusters Score -6396340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Entering Unmasked Estep 
Score: -7419832.500000 Penalty: 2714.132324
	Iteration 0F: 2 clusters Score -7419832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -7381787.000000 Penalty: 5428.264648
	Iteration 0F: 3 clusters Score -7381787 nChanged 26205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -7396558.500000 Penalty: 5428.264648
	Iteration 1F: 3 clusters Score -7396558 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7397367.000000 Penalty: 5428.264648
	Iteration 2Q: 3 clusters Score -7397367 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -7398360.500000 Penalty: 5428.264648
	Iteration 3Q: 3 clusters Score -7398360 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -7399723.500000 Penalty: 5428.264648
	Iteration 4F: 3 clusters Score -7399724 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -7401647.500000 Penalty: 5428.264648
	Iteration 5F: 3 clusters Score -7401648 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7404455.000000 Penalty: 5428.264648
	Iteration 6F: 3 clusters Score -7404455 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7408251.500000 Penalty: 5428.264648
	Iteration 7F: 3 clusters Score -7408252 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -7412142.000000 Penalty: 5428.264648
	Iteration 8F: 3 clusters Score -7412142 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7414648.000000 Penalty: 5428.264648
	Iteration 9F: 3 clusters Score -7414648 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7416102.500000 Penalty: 5428.264648
	Iteration 10Q: 3 clusters Score -7416102 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7416968.000000 Penalty: 5428.264648
	Iteration 11Q: 3 clusters Score -7416968 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7417639.000000 Penalty: 5428.264648
	Iteration 12Q: 3 clusters Score -7417639 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -7418018.000000 Penalty: 5428.264648
	Iteration 13Q: 3 clusters Score -7418018 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -7418247.500000 Penalty: 5428.264648
	Iteration 14Q: 3 clusters Score -7418248 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -7418408.000000 Penalty: 5428.264648
	Iteration 15Q: 3 clusters Score -7418408 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7418509.500000 Penalty: 5428.264648
	Iteration 16Q: 3 clusters Score -7418510 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7418558.000000 Penalty: 5428.264648
	Iteration 17Q: 3 clusters Score -7418558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7418585.500000 Penalty: 5428.264648
	Iteration 18Q: 3 clusters Score -7418586 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7418621.000000 Penalty: 5428.264648
	Iteration 19Q: 3 clusters Score -7418621 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7418638.000000 Penalty: 5428.264648
	Iteration 20F: 3 clusters Score -7418638 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7418661.500000 Penalty: 5428.264648
	Iteration 21Q: 3 clusters Score -7418662 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -7418688.500000 Penalty: 5428.264648
	Iteration 22Q: 3 clusters Score -7418688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -7418701.500000 Penalty: 5428.264648
	Iteration 23Q: 3 clusters Score -7418702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -7418702.000000 Penalty: 5428.264648
	Iteration 24Q: 3 clusters Score -7418702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7418718.000000 Penalty: 5428.264648
	Iteration 25Q: 3 clusters Score -7418718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -7418723.000000 Penalty: 5428.264648
	Iteration 26Q: 3 clusters Score -7418723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -7418737.500000 Penalty: 5428.264648
	Iteration 27Q: 3 clusters Score -7418738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -7418744.000000 Penalty: 5428.264648
	Iteration 28Q: 3 clusters Score -7418744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -7418742.500000 Penalty: 5428.264648
	Iteration 29Q: 3 clusters Score -7418742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7418757.000000 Penalty: 5428.264648
	Iteration 30Q: 3 clusters Score -7418757 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7418756.500000 Penalty: 5428.264648
	Iteration 31Q: 3 clusters Score -7418756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -7418757.500000 Penalty: 5428.264648
	Iteration 32Q: 3 clusters Score -7418758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7418758.000000 Penalty: 5428.264648
	Iteration 33Q: 3 clusters Score -7418758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -7418760.000000 Penalty: 5428.264648
	Iteration 34Q: 3 clusters Score -7418760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7418783.500000 Penalty: 5428.264648
	Iteration 35Q: 3 clusters Score -7418784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7418776.500000 Penalty: 5428.264648
	Iteration 36Q: 3 clusters Score -7418776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -7418790.000000 Penalty: 5428.264648
	Iteration 37Q: 3 clusters Score -7418790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -7418777.500000 Penalty: 5428.264648
	Iteration 38Q: 3 clusters Score -7418778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -7418772.500000 Penalty: 5428.264648
	Iteration 39Q: 3 clusters Score -7418772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7418778.500000 Penalty: 5428.264648
	Iteration 40F: 3 clusters Score -7418778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -7418784.000000 Penalty: 5428.264648
	Iteration 41Q: 3 clusters Score -7418784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -7418777.500000 Penalty: 5428.264648
	Iteration 42Q: 3 clusters Score -7418778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7418789.500000 Penalty: 5428.264648
	Iteration 43Q: 3 clusters Score -7418790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7418785.000000 Penalty: 5428.264648
	Iteration 44Q: 3 clusters Score -7418785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -7418793.000000 Penalty: 5428.264648
	Iteration 45Q: 3 clusters Score -7418793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -7418775.000000 Penalty: 5428.264648
	Iteration 46Q: 3 clusters Score -7418775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -7418771.500000 Penalty: 5428.264648
	Iteration 47Q: 3 clusters Score -7418772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7418772.000000 Penalty: 5428.264648
	Iteration 48Q: 3 clusters Score -7418772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7418778.000000 Penalty: 5428.264648
	Iteration 49Q: 3 clusters Score -7418778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -7418772.500000 Penalty: 5428.264648
	Iteration 50Q: 3 clusters Score -7418772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -7418772.000000 Penalty: 5428.264648
	Iteration 51Q: 3 clusters Score -7418772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -7418777.000000 Penalty: 5428.264648
	Iteration 52Q: 3 clusters Score -7418777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7418774.500000 Penalty: 5428.264648
	Iteration 53Q: 3 clusters Score -7418774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -7418776.000000 Penalty: 5428.264648
	Iteration 54Q: 3 clusters Score -7418776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -7418777.500000 Penalty: 5428.264648
	Iteration 55Q: 3 clusters Score -7418778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -7418771.000000 Penalty: 5428.264648
	Iteration 56Q: 3 clusters Score -7418771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7418770.000000 Penalty: 5428.264648
	Iteration 57Q: 3 clusters Score -7418770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7418770.000000 Penalty: 5428.264648
	Iteration 58F: 3 clusters Score -7418770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Entering Unmasked Estep 
Score: -1646806.125000 Penalty: 2379.135254
	Iteration 0F: 2 clusters Score -1646806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1636187.000000 Penalty: 4758.270508
	Iteration 0F: 3 clusters Score -1636187 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1639625.000000 Penalty: 4758.270508
	Iteration 1F: 3 clusters Score -1639625 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1640178.125000 Penalty: 4758.270508
	Iteration 2F: 3 clusters Score -1640178 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1640708.750000 Penalty: 4758.270508
	Iteration 3F: 3 clusters Score -1640709 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1641230.375000 Penalty: 4758.270508
	Iteration 4F: 3 clusters Score -1641230 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1641767.250000 Penalty: 4758.270508
	Iteration 5F: 3 clusters Score -1641767 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1642304.125000 Penalty: 4758.270508
	Iteration 6F: 3 clusters Score -1642304 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1642776.500000 Penalty: 4758.270508
	Iteration 7F: 3 clusters Score -1642776 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1643225.625000 Penalty: 4758.270508
	Iteration 8Q: 3 clusters Score -1643226 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1643661.375000 Penalty: 4758.270508
	Iteration 9Q: 3 clusters Score -1643661 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1644033.250000 Penalty: 4758.270508
	Iteration 10Q: 3 clusters Score -1644033 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1644319.625000 Penalty: 4758.270508
	Iteration 11Q: 3 clusters Score -1644320 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1644540.750000 Penalty: 4758.270508
	Iteration 12Q: 3 clusters Score -1644541 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1644726.375000 Penalty: 4758.270508
	Iteration 13Q: 3 clusters Score -1644726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1644873.750000 Penalty: 4758.270508
	Iteration 14Q: 3 clusters Score -1644874 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1645014.500000 Penalty: 4758.270508
	Iteration 15Q: 3 clusters Score -1645014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1645125.500000 Penalty: 4758.270508
	Iteration 16Q: 3 clusters Score -1645126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1645215.375000 Penalty: 4758.270508
	Iteration 17Q: 3 clusters Score -1645215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1645300.250000 Penalty: 4758.270508
	Iteration 18Q: 3 clusters Score -1645300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1645359.500000 Penalty: 4758.270508
	Iteration 19Q: 3 clusters Score -1645360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1645402.625000 Penalty: 4758.270508
	Iteration 20F: 3 clusters Score -1645403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1645441.625000 Penalty: 4758.270508
	Iteration 21Q: 3 clusters Score -1645442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1645474.500000 Penalty: 4758.270508
	Iteration 22Q: 3 clusters Score -1645474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1645494.000000 Penalty: 4758.270508
	Iteration 23Q: 3 clusters Score -1645494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1645502.000000 Penalty: 4758.270508
	Iteration 24Q: 3 clusters Score -1645502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1645511.375000 Penalty: 4758.270508
	Iteration 25Q: 3 clusters Score -1645511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1645528.250000 Penalty: 4758.270508
	Iteration 26Q: 3 clusters Score -1645528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1645534.125000 Penalty: 4758.270508
	Iteration 27Q: 3 clusters Score -1645534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1645539.375000 Penalty: 4758.270508
	Iteration 28Q: 3 clusters Score -1645539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1645542.125000 Penalty: 4758.270508
	Iteration 29Q: 3 clusters Score -1645542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1645545.625000 Penalty: 4758.270508
	Iteration 30Q: 3 clusters Score -1645546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1645548.250000 Penalty: 4758.270508
	Iteration 31Q: 3 clusters Score -1645548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1645548.125000 Penalty: 4758.270508
	Iteration 32Q: 3 clusters Score -1645548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1645551.000000 Penalty: 4758.270508
	Iteration 33Q: 3 clusters Score -1645551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1645552.625000 Penalty: 4758.270508
	Iteration 34Q: 3 clusters Score -1645553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1645558.000000 Penalty: 4758.270508
	Iteration 35Q: 3 clusters Score -1645558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1645558.875000 Penalty: 4758.270508
	Iteration 36Q: 3 clusters Score -1645559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1645565.625000 Penalty: 4758.270508
	Iteration 37Q: 3 clusters Score -1645566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1645564.875000 Penalty: 4758.270508
	Iteration 38Q: 3 clusters Score -1645565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1645568.875000 Penalty: 4758.270508
	Iteration 39Q: 3 clusters Score -1645569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1645569.625000 Penalty: 4758.270508
	Iteration 40F: 3 clusters Score -1645570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1645572.000000 Penalty: 4758.270508
	Iteration 41Q: 3 clusters Score -1645572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1645572.500000 Penalty: 4758.270508
	Iteration 42Q: 3 clusters Score -1645572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1645573.125000 Penalty: 4758.270508
	Iteration 43Q: 3 clusters Score -1645573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1645574.750000 Penalty: 4758.270508
	Iteration 44Q: 3 clusters Score -1645575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1645575.750000 Penalty: 4758.270508
	Iteration 45Q: 3 clusters Score -1645576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645576.125000 Penalty: 4758.270508
	Iteration 46Q: 3 clusters Score -1645576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1645574.625000 Penalty: 4758.270508
	Iteration 47Q: 3 clusters Score -1645575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1645576.125000 Penalty: 4758.270508
	Iteration 48Q: 3 clusters Score -1645576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1645581.375000 Penalty: 4758.270508
	Iteration 49Q: 3 clusters Score -1645581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1645582.000000 Penalty: 4758.270508
	Iteration 50Q: 3 clusters Score -1645582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1645583.250000 Penalty: 4758.270508
	Iteration 51Q: 3 clusters Score -1645583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1645583.875000 Penalty: 4758.270508
	Iteration 52Q: 3 clusters Score -1645584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1645587.500000 Penalty: 4758.270508
	Iteration 53Q: 3 clusters Score -1645588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1645590.375000 Penalty: 4758.270508
	Iteration 54Q: 3 clusters Score -1645590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1645591.750000 Penalty: 4758.270508
	Iteration 55Q: 3 clusters Score -1645592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1645592.625000 Penalty: 4758.270508
	Iteration 56Q: 3 clusters Score -1645593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1645594.000000 Penalty: 4758.270508
	Iteration 57Q: 3 clusters Score -1645594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1645595.875000 Penalty: 4758.270508
	Iteration 58Q: 3 clusters Score -1645596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1645593.375000 Penalty: 4758.270508
	Iteration 59Q: 3 clusters Score -1645593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1645596.500000 Penalty: 4758.270508
	Iteration 60F: 3 clusters Score -1645596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1645598.500000 Penalty: 4758.270508
	Iteration 61Q: 3 clusters Score -1645598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1645596.125000 Penalty: 4758.270508
	Iteration 62Q: 3 clusters Score -1645596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1645597.000000 Penalty: 4758.270508
	Iteration 63Q: 3 clusters Score -1645597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1645598.125000 Penalty: 4758.270508
	Iteration 64Q: 3 clusters Score -1645598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1645599.000000 Penalty: 4758.270508
	Iteration 65Q: 3 clusters Score -1645599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1645604.125000 Penalty: 4758.270508
	Iteration 66Q: 3 clusters Score -1645604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1645606.250000 Penalty: 4758.270508
	Iteration 67Q: 3 clusters Score -1645606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1645606.500000 Penalty: 4758.270508
	Iteration 68Q: 3 clusters Score -1645606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1645606.500000 Penalty: 4758.270508
	Iteration 69F: 3 clusters Score -1645606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -524893.687500 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -524893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -520807.843750 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -520807.8 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -521804.250000 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -521804.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -522031.812500 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -522031.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -522238.218750 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -522238.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -522426.125000 Penalty: 4150.411133
	Iteration 4F: 3 clusters Score -522426.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -522643.687500 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -522643.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -522837.781250 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -522837.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -523032.562500 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -523032.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523251.343750 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -523251.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -523413.781250 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -523413.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -523520.031250 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -523520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -523593.500000 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -523593.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -523644.031250 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -523644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523672.031250 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -523672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -523686.593750 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -523686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -523697.125000 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -523697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523708.218750 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -523708.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -523714.312500 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -523714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -523716.218750 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -523716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -523716.406250 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -523716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -523719.437500 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -523719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -523720.406250 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -523720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -523721.656250 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -523721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -523722.312500 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -523722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -523722.781250 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -523722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -523722.468750 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -523722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -523723.093750 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -523723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -523723.093750 Penalty: 4150.411133
	Iteration 27F: 3 clusters Score -523723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -742074.875000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -742074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -736512.375000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -736512.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -738097.875000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -738097.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -738455.875000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -738455.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -738739.687500 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -738739.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -738991.187500 Penalty: 4372.350098
	Iteration 4F: 3 clusters Score -738991.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -739216.687500 Penalty: 4372.350098
	Iteration 5F: 3 clusters Score -739216.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -739414.937500 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -739414.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -739571.000000 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -739571 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -739708.625000 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -739708.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -739820.562500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -739820.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -739906.812500 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -739906.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -739966.875000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -739966.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -740026.812500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -740026.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -740076.562500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -740076.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -740121.687500 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -740121.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -740170.812500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -740170.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -740213.812500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -740213.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -740248.437500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -740248.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -740277.125000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -740277.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -740299.187500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -740299.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -740322.062500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -740322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -740334.875000 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -740334.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -740360.500000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -740360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -740385.625000 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -740385.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -740406.500000 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -740406.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -740422.875000 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -740422.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -740432.250000 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -740432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -740435.375000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -740435.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -740443.125000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -740443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -740451.000000 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -740451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -740458.000000 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -740458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -740465.375000 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -740465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -740469.000000 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -740469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -740470.000000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -740470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -740473.250000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -740473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -740474.437500 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -740474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -740480.750000 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -740480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -740480.750000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -740480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -740483.312500 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -740483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -740482.312500 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -740482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -740485.312500 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -740485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -740488.125000 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -740488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -740492.937500 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -740492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -740493.750000 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -740493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -740493.750000 Penalty: 4372.350098
	Iteration 44F: 3 clusters Score -740493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Entering Unmasked Estep 
Score: -5294145.000000 Penalty: 2631.883789
	Iteration 0F: 2 clusters Score -5294145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5266836.500000 Penalty: 5263.767578
	Iteration 0F: 3 clusters Score -5266836 nChanged 18566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5277290.500000 Penalty: 5263.767578
	Iteration 1F: 3 clusters Score -5277290 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5278079.000000 Penalty: 5263.767578
	Iteration 2Q: 3 clusters Score -5278079 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -5278957.500000 Penalty: 5263.767578
	Iteration 3Q: 3 clusters Score -5278958 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5280033.500000 Penalty: 5263.767578
	Iteration 4F: 3 clusters Score -5280034 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5281297.500000 Penalty: 5263.767578
	Iteration 5F: 3 clusters Score -5281298 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -5282770.000000 Penalty: 5263.767578
	Iteration 6F: 3 clusters Score -5282770 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5284302.500000 Penalty: 5263.767578
	Iteration 7F: 3 clusters Score -5284302 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -5285767.500000 Penalty: 5263.767578
	Iteration 8F: 3 clusters Score -5285768 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -5286997.500000 Penalty: 5263.767578
	Iteration 9Q: 3 clusters Score -5286998 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5288059.000000 Penalty: 5263.767578
	Iteration 10Q: 3 clusters Score -5288059 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -5288952.500000 Penalty: 5263.767578
	Iteration 11Q: 3 clusters Score -5288952 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -5289560.500000 Penalty: 5263.767578
	Iteration 12Q: 3 clusters Score -5289560 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -5290038.000000 Penalty: 5263.767578
	Iteration 13Q: 3 clusters Score -5290038 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5290403.000000 Penalty: 5263.767578
	Iteration 14Q: 3 clusters Score -5290403 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5290751.000000 Penalty: 5263.767578
	Iteration 15Q: 3 clusters Score -5290751 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5291045.500000 Penalty: 5263.767578
	Iteration 16Q: 3 clusters Score -5291046 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5291268.500000 Penalty: 5263.767578
	Iteration 17Q: 3 clusters Score -5291268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5291477.500000 Penalty: 5263.767578
	Iteration 18Q: 3 clusters Score -5291478 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5291625.500000 Penalty: 5263.767578
	Iteration 19Q: 3 clusters Score -5291626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5291731.500000 Penalty: 5263.767578
	Iteration 20F: 3 clusters Score -5291732 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5291836.500000 Penalty: 5263.767578
	Iteration 21Q: 3 clusters Score -5291836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5291908.000000 Penalty: 5263.767578
	Iteration 22Q: 3 clusters Score -5291908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5291947.500000 Penalty: 5263.767578
	Iteration 23Q: 3 clusters Score -5291948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5291985.500000 Penalty: 5263.767578
	Iteration 24Q: 3 clusters Score -5291986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5292018.000000 Penalty: 5263.767578
	Iteration 25Q: 3 clusters Score -5292018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5292064.500000 Penalty: 5263.767578
	Iteration 26Q: 3 clusters Score -5292064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5292091.500000 Penalty: 5263.767578
	Iteration 27Q: 3 clusters Score -5292092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5292099.500000 Penalty: 5263.767578
	Iteration 28Q: 3 clusters Score -5292100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5292111.000000 Penalty: 5263.767578
	Iteration 29Q: 3 clusters Score -5292111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5292119.500000 Penalty: 5263.767578
	Iteration 30Q: 3 clusters Score -5292120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5292135.000000 Penalty: 5263.767578
	Iteration 31Q: 3 clusters Score -5292135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5292138.000000 Penalty: 5263.767578
	Iteration 32Q: 3 clusters Score -5292138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5292156.000000 Penalty: 5263.767578
	Iteration 33Q: 3 clusters Score -5292156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5292157.000000 Penalty: 5263.767578
	Iteration 34Q: 3 clusters Score -5292157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5292159.500000 Penalty: 5263.767578
	Iteration 35Q: 3 clusters Score -5292160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5292156.500000 Penalty: 5263.767578
	Iteration 36Q: 3 clusters Score -5292156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5292165.500000 Penalty: 5263.767578
	Iteration 37Q: 3 clusters Score -5292166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5292164.000000 Penalty: 5263.767578
	Iteration 38Q: 3 clusters Score -5292164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5292174.000000 Penalty: 5263.767578
	Iteration 39Q: 3 clusters Score -5292174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5292171.000000 Penalty: 5263.767578
	Iteration 40F: 3 clusters Score -5292171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5292184.500000 Penalty: 5263.767578
	Iteration 41Q: 3 clusters Score -5292184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5292180.000000 Penalty: 5263.767578
	Iteration 42Q: 3 clusters Score -5292180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5292191.500000 Penalty: 5263.767578
	Iteration 43Q: 3 clusters Score -5292192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5292191.000000 Penalty: 5263.767578
	Iteration 44Q: 3 clusters Score -5292191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5292204.500000 Penalty: 5263.767578
	Iteration 45Q: 3 clusters Score -5292204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5292204.000000 Penalty: 5263.767578
	Iteration 46Q: 3 clusters Score -5292204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5292215.000000 Penalty: 5263.767578
	Iteration 47Q: 3 clusters Score -5292215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5292212.500000 Penalty: 5263.767578
	Iteration 48Q: 3 clusters Score -5292212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5292219.000000 Penalty: 5263.767578
	Iteration 49Q: 3 clusters Score -5292219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5292223.000000 Penalty: 5263.767578
	Iteration 50Q: 3 clusters Score -5292223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5292218.500000 Penalty: 5263.767578
	Iteration 51Q: 3 clusters Score -5292218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5292219.500000 Penalty: 5263.767578
	Iteration 52Q: 3 clusters Score -5292220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5292227.500000 Penalty: 5263.767578
	Iteration 53Q: 3 clusters Score -5292228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5292235.500000 Penalty: 5263.767578
	Iteration 54Q: 3 clusters Score -5292236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5292236.000000 Penalty: 5263.767578
	Iteration 55Q: 3 clusters Score -5292236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5292231.000000 Penalty: 5263.767578
	Iteration 56Q: 3 clusters Score -5292231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5292236.500000 Penalty: 5263.767578
	Iteration 57Q: 3 clusters Score -5292236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5292236.000000 Penalty: 5263.767578
	Iteration 58Q: 3 clusters Score -5292236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5292233.500000 Penalty: 5263.767578
	Iteration 59Q: 3 clusters Score -5292234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5292226.000000 Penalty: 5263.767578
	Iteration 60F: 3 clusters Score -5292226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5292226.500000 Penalty: 5263.767578
	Iteration 61Q: 3 clusters Score -5292226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5292228.000000 Penalty: 5263.767578
	Iteration 62Q: 3 clusters Score -5292228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5292223.000000 Penalty: 5263.767578
	Iteration 63Q: 3 clusters Score -5292223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5292224.500000 Penalty: 5263.767578
	Iteration 64Q: 3 clusters Score -5292224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5292226.000000 Penalty: 5263.767578
	Iteration 65Q: 3 clusters Score -5292226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5292222.500000 Penalty: 5263.767578
	Iteration 66Q: 3 clusters Score -5292222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5292233.000000 Penalty: 5263.767578
	Iteration 67Q: 3 clusters Score -5292233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5292223.500000 Penalty: 5263.767578
	Iteration 68Q: 3 clusters Score -5292224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5292232.500000 Penalty: 5263.767578
	Iteration 69Q: 3 clusters Score -5292232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5292225.000000 Penalty: 5263.767578
	Iteration 70Q: 3 clusters Score -5292225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5292230.500000 Penalty: 5263.767578
	Iteration 71Q: 3 clusters Score -5292230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5292229.000000 Penalty: 5263.767578
	Iteration 72Q: 3 clusters Score -5292229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5292234.500000 Penalty: 5263.767578
	Iteration 73Q: 3 clusters Score -5292234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5292237.500000 Penalty: 5263.767578
	Iteration 74Q: 3 clusters Score -5292238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5292241.000000 Penalty: 5263.767578
	Iteration 75Q: 3 clusters Score -5292241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5292234.000000 Penalty: 5263.767578
	Iteration 76Q: 3 clusters Score -5292234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5292237.000000 Penalty: 5263.767578
	Iteration 77Q: 3 clusters Score -5292237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5292234.000000 Penalty: 5263.767578
	Iteration 78Q: 3 clusters Score -5292234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5292232.500000 Penalty: 5263.767578
	Iteration 79Q: 3 clusters Score -5292232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5292233.000000 Penalty: 5263.767578
	Iteration 80F: 3 clusters Score -5292233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -494120.406250 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -494120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -490262.687500 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -490262.7 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -491086.156250 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -491086.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -491241.156250 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -491241.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -491347.468750 Penalty: 4111.860840
	Iteration 3Q: 3 clusters Score -491347.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -491425.968750 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -491426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -491474.937500 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -491474.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -491508.156250 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -491508.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491540.593750 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -491540.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -491574.812500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -491574.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -491607.781250 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -491607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -491636.312500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -491636.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -491665.562500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -491665.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -491693.156250 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -491693.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -491720.531250 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -491720.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -491747.937500 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -491747.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -491784.156250 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -491784.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -491831.125000 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -491831.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -491864.718750 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -491864.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -491908.125000 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -491908.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -491940.218750 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -491940.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -491969.718750 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -491969.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -492001.250000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -492001.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -492024.531250 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -492024.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -492049.937500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -492049.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -492066.343750 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -492066.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -492079.875000 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -492079.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -492091.750000 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -492091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -492100.937500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -492100.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -492109.156250 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -492109.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -492115.562500 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -492115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -492119.625000 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -492119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -492129.156250 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -492129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -492131.750000 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -492131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -492135.406250 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -492135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -492136.312500 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -492136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -492140.562500 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -492140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -492147.718750 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -492147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -492156.687500 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -492156.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -492163.281250 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -492163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -492167.437500 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -492167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -492169.781250 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -492169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -492171.750000 Penalty: 4111.860840
	Iteration 41Q: 3 clusters Score -492171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -492178.500000 Penalty: 4111.860840
	Iteration 42Q: 3 clusters Score -492178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -492182.093750 Penalty: 4111.860840
	Iteration 43Q: 3 clusters Score -492182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -492185.187500 Penalty: 4111.860840
	Iteration 44Q: 3 clusters Score -492185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -492190.187500 Penalty: 4111.860840
	Iteration 45Q: 3 clusters Score -492190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -492194.593750 Penalty: 4111.860840
	Iteration 46Q: 3 clusters Score -492194.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -492200.406250 Penalty: 4111.860840
	Iteration 47Q: 3 clusters Score -492200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -492203.125000 Penalty: 4111.860840
	Iteration 48Q: 3 clusters Score -492203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -492207.156250 Penalty: 4111.860840
	Iteration 49Q: 3 clusters Score -492207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -492210.562500 Penalty: 4111.860840
	Iteration 50Q: 3 clusters Score -492210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -492212.625000 Penalty: 4111.860840
	Iteration 51Q: 3 clusters Score -492212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -492214.000000 Penalty: 4111.860840
	Iteration 52Q: 3 clusters Score -492214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -492213.812500 Penalty: 4111.860840
	Iteration 53Q: 3 clusters Score -492213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -492213.812500 Penalty: 4111.860840
	Iteration 54F: 3 clusters Score -492213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -1477160.750000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -1477161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1468398.125000 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -1468398 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1470982.000000 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -1470982 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1471267.000000 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -1471267 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1471463.250000 Penalty: 4644.121094
	Iteration 3Q: 3 clusters Score -1471463 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1471615.125000 Penalty: 4644.121094
	Iteration 4Q: 3 clusters Score -1471615 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1471742.500000 Penalty: 4644.121094
	Iteration 5Q: 3 clusters Score -1471742 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1471880.125000 Penalty: 4644.121094
	Iteration 6Q: 3 clusters Score -1471880 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1472034.875000 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -1472035 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1472209.250000 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -1472209 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1472419.375000 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -1472419 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1472699.250000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -1472699 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1473056.250000 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -1473056 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1473506.500000 Penalty: 4644.121094
	Iteration 12F: 3 clusters Score -1473506 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1473945.750000 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -1473946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1474297.875000 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -1474298 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1474558.125000 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -1474558 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1474739.625000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -1474740 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1474865.125000 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -1474865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1474930.000000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -1474930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1474983.000000 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -1474983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1475014.500000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -1475014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1475036.750000 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -1475037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1475049.625000 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -1475050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1475064.750000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -1475065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1475077.250000 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -1475077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1475089.625000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -1475090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1475105.625000 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -1475106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1475113.750000 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -1475114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1475116.875000 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -1475117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1475124.125000 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -1475124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1475130.500000 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -1475130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1475139.125000 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -1475139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1475142.125000 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -1475142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1475147.500000 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -1475148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1475149.500000 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -1475150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1475153.875000 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -1475154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1475153.875000 Penalty: 4644.121094
	Iteration 36F: 3 clusters Score -1475154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -454923.656250 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -454923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -451263.812500 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -451263.8 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -452084.312500 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -452084.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -452276.187500 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -452276.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -452394.812500 Penalty: 4061.038330
	Iteration 3Q: 3 clusters Score -452394.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -452469.812500 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -452469.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -452545.562500 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -452545.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452631.781250 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -452631.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -452708.750000 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -452708.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -452788.750000 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -452788.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -452859.218750 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -452859.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -452922.625000 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -452922.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -452988.687500 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -452988.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -453073.000000 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -453073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -453170.062500 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -453170.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -453244.687500 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -453244.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -453336.937500 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -453336.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -453434.406250 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -453434.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -453537.937500 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -453537.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -453597.937500 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -453597.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -453641.656250 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -453641.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -453692.125000 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -453692.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -453752.656250 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -453752.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -453809.781250 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -453809.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -453853.625000 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -453853.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -453893.093750 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -453893.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -453926.562500 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -453926.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -453943.593750 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -453943.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -453955.781250 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -453955.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -453968.531250 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -453968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -453974.250000 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -453974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -453980.406250 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -453980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -453983.593750 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -453983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -453986.812500 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -453986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -453992.125000 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -453992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -454001.562500 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -454001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -454006.468750 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -454006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -454008.500000 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -454008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -454011.031250 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -454011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -454012.593750 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -454012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -454014.906250 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -454014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -454015.281250 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -454015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -454016.218750 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -454016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -454016.218750 Penalty: 4061.038330
	Iteration 42F: 3 clusters Score -454016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Entering Unmasked Estep 
Score: -6806849.000000 Penalty: 2691.894043
	Iteration 0F: 2 clusters Score -6806849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6771944.500000 Penalty: 5383.788086
	Iteration 0F: 3 clusters Score -6771944 nChanged 23887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -6785232.000000 Penalty: 5383.788086
	Iteration 1F: 3 clusters Score -6785232 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -6785780.000000 Penalty: 5383.788086
	Iteration 2Q: 3 clusters Score -6785780 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6786259.500000 Penalty: 5383.788086
	Iteration 3Q: 3 clusters Score -6786260 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -6786803.000000 Penalty: 5383.788086
	Iteration 4Q: 3 clusters Score -6786803 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -6787516.000000 Penalty: 5383.788086
	Iteration 5Q: 3 clusters Score -6787516 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -6788624.500000 Penalty: 5383.788086
	Iteration 6Q: 3 clusters Score -6788624 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -6790279.500000 Penalty: 5383.788086
	Iteration 7F: 3 clusters Score -6790280 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -6792664.500000 Penalty: 5383.788086
	Iteration 8F: 3 clusters Score -6792664 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -6795880.000000 Penalty: 5383.788086
	Iteration 9F: 3 clusters Score -6795880 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6799171.000000 Penalty: 5383.788086
	Iteration 10F: 3 clusters Score -6799171 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6801593.500000 Penalty: 5383.788086
	Iteration 11Q: 3 clusters Score -6801594 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6802913.500000 Penalty: 5383.788086
	Iteration 12Q: 3 clusters Score -6802914 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6803624.000000 Penalty: 5383.788086
	Iteration 13Q: 3 clusters Score -6803624 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6803952.500000 Penalty: 5383.788086
	Iteration 14Q: 3 clusters Score -6803952 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6804155.000000 Penalty: 5383.788086
	Iteration 15Q: 3 clusters Score -6804155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6804312.500000 Penalty: 5383.788086
	Iteration 16Q: 3 clusters Score -6804312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6804383.500000 Penalty: 5383.788086
	Iteration 17Q: 3 clusters Score -6804384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6804444.000000 Penalty: 5383.788086
	Iteration 18Q: 3 clusters Score -6804444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6804496.000000 Penalty: 5383.788086
	Iteration 19Q: 3 clusters Score -6804496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6804525.000000 Penalty: 5383.788086
	Iteration 20F: 3 clusters Score -6804525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6804554.500000 Penalty: 5383.788086
	Iteration 21Q: 3 clusters Score -6804554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6804565.500000 Penalty: 5383.788086
	Iteration 22Q: 3 clusters Score -6804566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6804574.000000 Penalty: 5383.788086
	Iteration 23Q: 3 clusters Score -6804574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6804586.000000 Penalty: 5383.788086
	Iteration 24Q: 3 clusters Score -6804586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6804597.000000 Penalty: 5383.788086
	Iteration 25Q: 3 clusters Score -6804597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6804600.000000 Penalty: 5383.788086
	Iteration 26Q: 3 clusters Score -6804600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6804600.000000 Penalty: 5383.788086
	Iteration 27Q: 3 clusters Score -6804600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6804601.500000 Penalty: 5383.788086
	Iteration 28Q: 3 clusters Score -6804602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6804600.000000 Penalty: 5383.788086
	Iteration 29Q: 3 clusters Score -6804600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6804599.500000 Penalty: 5383.788086
	Iteration 30Q: 3 clusters Score -6804600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6804599.500000 Penalty: 5383.788086
	Iteration 31Q: 3 clusters Score -6804600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6804603.000000 Penalty: 5383.788086
	Iteration 32Q: 3 clusters Score -6804603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6804603.000000 Penalty: 5383.788086
	Iteration 33F: 3 clusters Score -6804603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Entering Unmasked Estep 
Score: -2086989.750000 Penalty: 2410.124023
	Iteration 0F: 2 clusters Score -2086990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2075278.500000 Penalty: 4820.248047
	Iteration 0F: 3 clusters Score -2075278 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2079310.375000 Penalty: 4820.248047
	Iteration 1F: 3 clusters Score -2079310 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2080052.625000 Penalty: 4820.248047
	Iteration 2F: 3 clusters Score -2080053 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2080830.125000 Penalty: 4820.248047
	Iteration 3F: 3 clusters Score -2080830 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2081576.000000 Penalty: 4820.248047
	Iteration 4F: 3 clusters Score -2081576 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2082108.500000 Penalty: 4820.248047
	Iteration 5F: 3 clusters Score -2082108 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2082503.625000 Penalty: 4820.248047
	Iteration 6Q: 3 clusters Score -2082504 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2082797.500000 Penalty: 4820.248047
	Iteration 7Q: 3 clusters Score -2082798 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2083000.625000 Penalty: 4820.248047
	Iteration 8Q: 3 clusters Score -2083001 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2083139.125000 Penalty: 4820.248047
	Iteration 9Q: 3 clusters Score -2083139 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2083259.125000 Penalty: 4820.248047
	Iteration 10Q: 3 clusters Score -2083259 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2083375.375000 Penalty: 4820.248047
	Iteration 11Q: 3 clusters Score -2083375 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2083465.125000 Penalty: 4820.248047
	Iteration 12Q: 3 clusters Score -2083465 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2083548.000000 Penalty: 4820.248047
	Iteration 13Q: 3 clusters Score -2083548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2083625.875000 Penalty: 4820.248047
	Iteration 14Q: 3 clusters Score -2083626 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2083714.125000 Penalty: 4820.248047
	Iteration 15Q: 3 clusters Score -2083714 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2083811.625000 Penalty: 4820.248047
	Iteration 16Q: 3 clusters Score -2083812 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2083936.625000 Penalty: 4820.248047
	Iteration 17Q: 3 clusters Score -2083937 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2084041.375000 Penalty: 4820.248047
	Iteration 18Q: 3 clusters Score -2084041 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2084150.625000 Penalty: 4820.248047
	Iteration 19Q: 3 clusters Score -2084151 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2084236.250000 Penalty: 4820.248047
	Iteration 20F: 3 clusters Score -2084236 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2084310.500000 Penalty: 4820.248047
	Iteration 21Q: 3 clusters Score -2084310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2084373.000000 Penalty: 4820.248047
	Iteration 22Q: 3 clusters Score -2084373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2084439.375000 Penalty: 4820.248047
	Iteration 23Q: 3 clusters Score -2084439 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2084495.250000 Penalty: 4820.248047
	Iteration 24Q: 3 clusters Score -2084495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2084551.750000 Penalty: 4820.248047
	Iteration 25Q: 3 clusters Score -2084552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2084601.750000 Penalty: 4820.248047
	Iteration 26Q: 3 clusters Score -2084602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2084639.375000 Penalty: 4820.248047
	Iteration 27Q: 3 clusters Score -2084639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2084670.250000 Penalty: 4820.248047
	Iteration 28Q: 3 clusters Score -2084670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2084711.000000 Penalty: 4820.248047
	Iteration 29Q: 3 clusters Score -2084711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2084735.875000 Penalty: 4820.248047
	Iteration 30Q: 3 clusters Score -2084736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2084752.625000 Penalty: 4820.248047
	Iteration 31Q: 3 clusters Score -2084753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2084773.750000 Penalty: 4820.248047
	Iteration 32Q: 3 clusters Score -2084774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2084795.000000 Penalty: 4820.248047
	Iteration 33Q: 3 clusters Score -2084795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2084813.875000 Penalty: 4820.248047
	Iteration 34Q: 3 clusters Score -2084814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2084825.500000 Penalty: 4820.248047
	Iteration 35Q: 3 clusters Score -2084826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2084836.750000 Penalty: 4820.248047
	Iteration 36Q: 3 clusters Score -2084837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2084854.750000 Penalty: 4820.248047
	Iteration 37Q: 3 clusters Score -2084855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2084863.625000 Penalty: 4820.248047
	Iteration 38Q: 3 clusters Score -2084864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2084876.625000 Penalty: 4820.248047
	Iteration 39Q: 3 clusters Score -2084877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2084875.500000 Penalty: 4820.248047
	Iteration 40F: 3 clusters Score -2084876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2084874.250000 Penalty: 4820.248047
	Iteration 41Q: 3 clusters Score -2084874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2084875.750000 Penalty: 4820.248047
	Iteration 42Q: 3 clusters Score -2084876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2084875.750000 Penalty: 4820.248047
	Iteration 43F: 3 clusters Score -2084876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Entering Unmasked Estep 
Score: -922748.875000 Penalty: 2243.129395
	Iteration 0F: 2 clusters Score -922748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -916077.937500 Penalty: 4486.258789
	Iteration 0F: 3 clusters Score -916077.9 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -918341.375000 Penalty: 4486.258789
	Iteration 1F: 3 clusters Score -918341.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -919105.062500 Penalty: 4486.258789
	Iteration 2F: 3 clusters Score -919105.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -919612.000000 Penalty: 4486.258789
	Iteration 3F: 3 clusters Score -919612 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -919926.562500 Penalty: 4486.258789
	Iteration 4F: 3 clusters Score -919926.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -920141.687500 Penalty: 4486.258789
	Iteration 5Q: 3 clusters Score -920141.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -920297.687500 Penalty: 4486.258789
	Iteration 6Q: 3 clusters Score -920297.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -920422.250000 Penalty: 4486.258789
	Iteration 7Q: 3 clusters Score -920422.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -920530.375000 Penalty: 4486.258789
	Iteration 8Q: 3 clusters Score -920530.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -920602.250000 Penalty: 4486.258789
	Iteration 9Q: 3 clusters Score -920602.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -920670.500000 Penalty: 4486.258789
	Iteration 10Q: 3 clusters Score -920670.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -920720.875000 Penalty: 4486.258789
	Iteration 11Q: 3 clusters Score -920720.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -920778.750000 Penalty: 4486.258789
	Iteration 12Q: 3 clusters Score -920778.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -920827.875000 Penalty: 4486.258789
	Iteration 13Q: 3 clusters Score -920827.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -920879.125000 Penalty: 4486.258789
	Iteration 14Q: 3 clusters Score -920879.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -920924.437500 Penalty: 4486.258789
	Iteration 15Q: 3 clusters Score -920924.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -920977.187500 Penalty: 4486.258789
	Iteration 16Q: 3 clusters Score -920977.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -921025.625000 Penalty: 4486.258789
	Iteration 17Q: 3 clusters Score -921025.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -921062.250000 Penalty: 4486.258789
	Iteration 18Q: 3 clusters Score -921062.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -921087.750000 Penalty: 4486.258789
	Iteration 19Q: 3 clusters Score -921087.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -921118.312500 Penalty: 4486.258789
	Iteration 20F: 3 clusters Score -921118.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -921157.562500 Penalty: 4486.258789
	Iteration 21Q: 3 clusters Score -921157.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -921198.687500 Penalty: 4486.258789
	Iteration 22Q: 3 clusters Score -921198.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -921243.250000 Penalty: 4486.258789
	Iteration 23Q: 3 clusters Score -921243.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -921316.250000 Penalty: 4486.258789
	Iteration 24Q: 3 clusters Score -921316.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -921424.250000 Penalty: 4486.258789
	Iteration 25Q: 3 clusters Score -921424.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -921624.250000 Penalty: 4486.258789
	Iteration 26Q: 3 clusters Score -921624.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -921919.500000 Penalty: 4486.258789
	Iteration 27Q: 3 clusters Score -921919.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -922160.375000 Penalty: 4486.258789
	Iteration 28Q: 3 clusters Score -922160.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -922325.687500 Penalty: 4486.258789
	Iteration 29Q: 3 clusters Score -922325.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -922442.125000 Penalty: 4486.258789
	Iteration 30Q: 3 clusters Score -922442.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -922515.937500 Penalty: 4486.258789
	Iteration 31Q: 3 clusters Score -922515.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -922557.437500 Penalty: 4486.258789
	Iteration 32Q: 3 clusters Score -922557.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -922577.875000 Penalty: 4486.258789
	Iteration 33Q: 3 clusters Score -922577.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -922591.062500 Penalty: 4486.258789
	Iteration 34Q: 3 clusters Score -922591.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -922604.062500 Penalty: 4486.258789
	Iteration 35Q: 3 clusters Score -922604.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -922611.625000 Penalty: 4486.258789
	Iteration 36Q: 3 clusters Score -922611.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -922612.500000 Penalty: 4486.258789
	Iteration 37Q: 3 clusters Score -922612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -922617.312500 Penalty: 4486.258789
	Iteration 38Q: 3 clusters Score -922617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -922620.750000 Penalty: 4486.258789
	Iteration 39Q: 3 clusters Score -922620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -922620.750000 Penalty: 4486.258789
	Iteration 40F: 3 clusters Score -922620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -922618.375000 Penalty: 4486.258789
	Iteration 41Q: 3 clusters Score -922618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -922621.062500 Penalty: 4486.258789
	Iteration 42Q: 3 clusters Score -922621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -922621.312500 Penalty: 4486.258789
	Iteration 43Q: 3 clusters Score -922621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -922621.437500 Penalty: 4486.258789
	Iteration 44Q: 3 clusters Score -922621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -922621.437500 Penalty: 4486.258789
	Iteration 45F: 3 clusters Score -922621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (343859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343859 members 
Entering Unmasked Estep 
Score: -44552040.000000 Penalty: 3161.500732
	Iteration 0F: 2 clusters Score -4.455204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171508 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -44346972.000000 Penalty: 6323.001465
	Iteration 0F: 3 clusters Score -4.434697e+07 nChanged 166633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -44446440.000000 Penalty: 6323.001465
	Iteration 1F: 3 clusters Score -4.444644e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -44448208.000000 Penalty: 6323.001465
	Iteration 2Q: 3 clusters Score -4.444821e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 193156 members 
Entering Unmasked Estep 
Score: -44450792.000000 Penalty: 6323.001465
	Iteration 3Q: 3 clusters Score -4.445079e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -44454668.000000 Penalty: 6323.001465
	Iteration 4Q: 3 clusters Score -4.445467e+07 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 219462 members 
Entering Unmasked Estep 
Score: -44461052.000000 Penalty: 6323.001465
	Iteration 5F: 3 clusters Score -4.446105e+07 nChanged 20961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 236411 members 
Entering Unmasked Estep 
Score: -44470788.000000 Penalty: 6323.001465
	Iteration 6F: 3 clusters Score -4.447079e+07 nChanged 21166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 251155 members 
Entering Unmasked Estep 
Score: -44483312.000000 Penalty: 6323.001465
	Iteration 7F: 3 clusters Score -4.448331e+07 nChanged 20404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 260117 members 
Entering Unmasked Estep 
Score: -44495736.000000 Penalty: 6323.001465
	Iteration 8F: 3 clusters Score -4.449574e+07 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 262315 members 
Entering Unmasked Estep 
Score: -44504552.000000 Penalty: 6323.001465
	Iteration 9F: 3 clusters Score -4.450455e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 260657 members 
Entering Unmasked Estep 
Score: -44507440.000000 Penalty: 6323.001465
	Iteration 10Q: 3 clusters Score -4.450744e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 258149 members 
Entering Unmasked Estep 
Score: -44508036.000000 Penalty: 6323.001465
	Iteration 11Q: 3 clusters Score -4.450804e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 255421 members 
Entering Unmasked Estep 
Score: -44507944.000000 Penalty: 6323.001465
	Iteration 12Q: 3 clusters Score -4.450794e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 252472 members 
Entering Unmasked Estep 
Score: -44507672.000000 Penalty: 6323.001465
	Iteration 13Q: 3 clusters Score -4.450767e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -44507412.000000 Penalty: 6323.001465
	Iteration 14Q: 3 clusters Score -4.450741e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 245999 members 
Entering Unmasked Estep 
Score: -44507176.000000 Penalty: 6323.001465
	Iteration 15Q: 3 clusters Score -4.450718e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 242487 members 
Entering Unmasked Estep 
Score: -44507108.000000 Penalty: 6323.001465
	Iteration 16Q: 3 clusters Score -4.450711e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 238587 members 
Entering Unmasked Estep 
Score: -44507168.000000 Penalty: 6323.001465
	Iteration 17Q: 3 clusters Score -4.450717e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 234435 members 
Entering Unmasked Estep 
Score: -44507128.000000 Penalty: 6323.001465
	Iteration 18Q: 3 clusters Score -4.450713e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113868 members 
Mstep: Class 2 contains 229991 members 
Entering Unmasked Estep 
Score: -44507300.000000 Penalty: 6323.001465
	Iteration 19Q: 3 clusters Score -4.45073e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 225599 members 
Entering Unmasked Estep 
Score: -44507520.000000 Penalty: 6323.001465
	Iteration 20F: 3 clusters Score -4.450752e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 221216 members 
Entering Unmasked Estep 
Score: -44508152.000000 Penalty: 6323.001465
	Iteration 21Q: 3 clusters Score -4.450815e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 217073 members 
Entering Unmasked Estep 
Score: -44508536.000000 Penalty: 6323.001465
	Iteration 22Q: 3 clusters Score -4.450854e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 213138 members 
Entering Unmasked Estep 
Score: -44508944.000000 Penalty: 6323.001465
	Iteration 23Q: 3 clusters Score -4.450894e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134614 members 
Mstep: Class 2 contains 209245 members 
Entering Unmasked Estep 
Score: -44509664.000000 Penalty: 6323.001465
	Iteration 24Q: 3 clusters Score -4.450966e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 205638 members 
Entering Unmasked Estep 
Score: -44510312.000000 Penalty: 6323.001465
	Iteration 25Q: 3 clusters Score -4.451031e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 202248 members 
Entering Unmasked Estep 
Score: -44510412.000000 Penalty: 6323.001465
	Iteration 26Q: 3 clusters Score -4.451041e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 199137 members 
Entering Unmasked Estep 
Score: -44510552.000000 Penalty: 6323.001465
	Iteration 27Q: 3 clusters Score -4.451055e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 196111 members 
Entering Unmasked Estep 
Score: -44510736.000000 Penalty: 6323.001465
	Iteration 28Q: 3 clusters Score -4.451074e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -44511044.000000 Penalty: 6323.001465
	Iteration 29Q: 3 clusters Score -4.451104e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -44511216.000000 Penalty: 6323.001465
	Iteration 30Q: 3 clusters Score -4.451122e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 188312 members 
Entering Unmasked Estep 
Score: -44511372.000000 Penalty: 6323.001465
	Iteration 31Q: 3 clusters Score -4.451137e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 186218 members 
Entering Unmasked Estep 
Score: -44511608.000000 Penalty: 6323.001465
	Iteration 32Q: 3 clusters Score -4.451161e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159435 members 
Mstep: Class 2 contains 184424 members 
Entering Unmasked Estep 
Score: -44511528.000000 Penalty: 6323.001465
	Iteration 33Q: 3 clusters Score -4.451153e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -44511640.000000 Penalty: 6323.001465
	Iteration 34Q: 3 clusters Score -4.451164e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162509 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -44511836.000000 Penalty: 6323.001465
	Iteration 35Q: 3 clusters Score -4.451184e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 180035 members 
Entering Unmasked Estep 
Score: -44511904.000000 Penalty: 6323.001465
	Iteration 36Q: 3 clusters Score -4.45119e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 178789 members 
Entering Unmasked Estep 
Score: -44512036.000000 Penalty: 6323.001465
	Iteration 37Q: 3 clusters Score -4.451204e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 177663 members 
Entering Unmasked Estep 
Score: -44512088.000000 Penalty: 6323.001465
	Iteration 38Q: 3 clusters Score -4.451209e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -44512304.000000 Penalty: 6323.001465
	Iteration 39Q: 3 clusters Score -4.45123e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -44512360.000000 Penalty: 6323.001465
	Iteration 40F: 3 clusters Score -4.451236e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -44512324.000000 Penalty: 6323.001465
	Iteration 41Q: 3 clusters Score -4.451232e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -44512580.000000 Penalty: 6323.001465
	Iteration 42Q: 3 clusters Score -4.451258e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 171297 members 
Entering Unmasked Estep 
Score: -44512488.000000 Penalty: 6323.001465
	Iteration 43Q: 3 clusters Score -4.451249e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 169794 members 
Entering Unmasked Estep 
Score: -44512620.000000 Penalty: 6323.001465
	Iteration 44Q: 3 clusters Score -4.451262e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -44512504.000000 Penalty: 6323.001465
	Iteration 45Q: 3 clusters Score -4.45125e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177181 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -44512472.000000 Penalty: 6323.001465
	Iteration 46Q: 3 clusters Score -4.451247e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -44512432.000000 Penalty: 6323.001465
	Iteration 47Q: 3 clusters Score -4.451243e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -44512388.000000 Penalty: 6323.001465
	Iteration 48Q: 3 clusters Score -4.451239e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 159762 members 
Entering Unmasked Estep 
Score: -44512336.000000 Penalty: 6323.001465
	Iteration 49Q: 3 clusters Score -4.451234e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187639 members 
Mstep: Class 2 contains 156220 members 
Entering Unmasked Estep 
Score: -44512284.000000 Penalty: 6323.001465
	Iteration 50Q: 3 clusters Score -4.451228e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192286 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -44512644.000000 Penalty: 6323.001465
	Iteration 51Q: 3 clusters Score -4.451264e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 145596 members 
Entering Unmasked Estep 
Score: -44512996.000000 Penalty: 6323.001465
	Iteration 52Q: 3 clusters Score -4.4513e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206018 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -44513636.000000 Penalty: 6323.001465
	Iteration 53Q: 3 clusters Score -4.451364e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -44513916.000000 Penalty: 6323.001465
	Iteration 54Q: 3 clusters Score -4.451392e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228755 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -44514864.000000 Penalty: 6323.001465
	Iteration 55Q: 3 clusters Score -4.451486e+07 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244914 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -44516608.000000 Penalty: 6323.001465
	Iteration 56Q: 3 clusters Score -4.451661e+07 nChanged 18714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263628 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -44520608.000000 Penalty: 6323.001465
	Iteration 57F: 3 clusters Score -4.452061e+07 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283410 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -44526220.000000 Penalty: 6323.001465
	Iteration 58F: 3 clusters Score -4.452622e+07 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302647 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -44532244.000000 Penalty: 6323.001465
	Iteration 59F: 3 clusters Score -4.453224e+07 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320281 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -44538608.000000 Penalty: 6323.001465
	Iteration 60F: 3 clusters Score -4.453861e+07 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333710 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -44544876.000000 Penalty: 6323.001465
	Iteration 61Q: 3 clusters Score -4.454488e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340563 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -44546964.000000 Penalty: 6323.001465
	Iteration 62Q: 3 clusters Score -4.454696e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342874 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -44548340.000000 Penalty: 6323.001465
	Iteration 63Q: 3 clusters Score -4.454834e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343466 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44548864.000000 Penalty: 6323.001465
	Iteration 64Q: 3 clusters Score -4.454886e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343596 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44548992.000000 Penalty: 6323.001465
	Iteration 65Q: 3 clusters Score -4.454899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343639 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44549064.000000 Penalty: 6323.001465
	Iteration 66Q: 3 clusters Score -4.454906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343653 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44549080.000000 Penalty: 6323.001465
	Iteration 67Q: 3 clusters Score -4.454908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343657 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44549128.000000 Penalty: 6323.001465
	Iteration 68Q: 3 clusters Score -4.454913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343660 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44549144.000000 Penalty: 6323.001465
	Iteration 69Q: 3 clusters Score -4.454914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343660 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44549144.000000 Penalty: 6323.001465
	Iteration 70F: 3 clusters Score -4.454914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Entering Unmasked Estep 
Score: -5635071.500000 Penalty: 2653.119629
	Iteration 0F: 2 clusters Score -5635072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5605013.500000 Penalty: 5306.239258
	Iteration 0F: 3 clusters Score -5605014 nChanged 20467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5616376.500000 Penalty: 5306.239258
	Iteration 1F: 3 clusters Score -5616376 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5616890.500000 Penalty: 5306.239258
	Iteration 2Q: 3 clusters Score -5616890 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5617448.500000 Penalty: 5306.239258
	Iteration 3Q: 3 clusters Score -5617448 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -5617954.500000 Penalty: 5306.239258
	Iteration 4Q: 3 clusters Score -5617954 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5618473.500000 Penalty: 5306.239258
	Iteration 5Q: 3 clusters Score -5618474 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5619121.500000 Penalty: 5306.239258
	Iteration 6Q: 3 clusters Score -5619122 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5619730.000000 Penalty: 5306.239258
	Iteration 7Q: 3 clusters Score -5619730 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -5620365.000000 Penalty: 5306.239258
	Iteration 8Q: 3 clusters Score -5620365 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -5621089.000000 Penalty: 5306.239258
	Iteration 9Q: 3 clusters Score -5621089 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5621896.500000 Penalty: 5306.239258
	Iteration 10Q: 3 clusters Score -5621896 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5622815.000000 Penalty: 5306.239258
	Iteration 11Q: 3 clusters Score -5622815 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -5623694.000000 Penalty: 5306.239258
	Iteration 12Q: 3 clusters Score -5623694 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -5624579.000000 Penalty: 5306.239258
	Iteration 13Q: 3 clusters Score -5624579 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -5625549.500000 Penalty: 5306.239258
	Iteration 14Q: 3 clusters Score -5625550 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5626669.500000 Penalty: 5306.239258
	Iteration 15Q: 3 clusters Score -5626670 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5627919.000000 Penalty: 5306.239258
	Iteration 16Q: 3 clusters Score -5627919 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5629569.000000 Penalty: 5306.239258
	Iteration 17Q: 3 clusters Score -5629569 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5631257.500000 Penalty: 5306.239258
	Iteration 18Q: 3 clusters Score -5631258 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5632502.000000 Penalty: 5306.239258
	Iteration 19Q: 3 clusters Score -5632502 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5633049.000000 Penalty: 5306.239258
	Iteration 20F: 3 clusters Score -5633049 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5633214.500000 Penalty: 5306.239258
	Iteration 21Q: 3 clusters Score -5633214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5633272.000000 Penalty: 5306.239258
	Iteration 22Q: 3 clusters Score -5633272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5633287.000000 Penalty: 5306.239258
	Iteration 23Q: 3 clusters Score -5633287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5633306.000000 Penalty: 5306.239258
	Iteration 24Q: 3 clusters Score -5633306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5633311.500000 Penalty: 5306.239258
	Iteration 25Q: 3 clusters Score -5633312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5633318.000000 Penalty: 5306.239258
	Iteration 26Q: 3 clusters Score -5633318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5633331.000000 Penalty: 5306.239258
	Iteration 27Q: 3 clusters Score -5633331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5633334.000000 Penalty: 5306.239258
	Iteration 28Q: 3 clusters Score -5633334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5633336.000000 Penalty: 5306.239258
	Iteration 29Q: 3 clusters Score -5633336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5633334.000000 Penalty: 5306.239258
	Iteration 30Q: 3 clusters Score -5633334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5633334.000000 Penalty: 5306.239258
	Iteration 31F: 3 clusters Score -5633334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -215381.437500 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -215381.4 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 914 members 
Entering Unmasked Estep 
Score: -212925.359375 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -212925.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213363.328125 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -213363.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213497.343750 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -213497.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -213549.250000 Penalty: 3706.642334
	Iteration 3Q: 3 clusters Score -213549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213573.250000 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -213573.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213601.046875 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -213601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213617.968750 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -213618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -213627.218750 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -213627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -213631.640625 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -213631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213639.484375 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -213639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -213646.218750 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -213646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213650.906250 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -213650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -213653.296875 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -213653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213655.921875 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -213655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -213657.875000 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -213657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -213661.125000 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -213661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -213663.140625 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -213663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -213664.281250 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -213664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213664.859375 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -213664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -213665.265625 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -213665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213666.671875 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -213666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213667.234375 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -213667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -213668.531250 Penalty: 3706.642334
	Iteration 22Q: 3 clusters Score -213668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -213671.312500 Penalty: 3706.642334
	Iteration 23Q: 3 clusters Score -213671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213672.078125 Penalty: 3706.642334
	Iteration 24Q: 3 clusters Score -213672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213673.718750 Penalty: 3706.642334
	Iteration 25Q: 3 clusters Score -213673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -213676.796875 Penalty: 3706.642334
	Iteration 26Q: 3 clusters Score -213676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -213678.171875 Penalty: 3706.642334
	Iteration 27Q: 3 clusters Score -213678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213679.968750 Penalty: 3706.642334
	Iteration 28Q: 3 clusters Score -213680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213681.046875 Penalty: 3706.642334
	Iteration 29Q: 3 clusters Score -213681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -213681.937500 Penalty: 3706.642334
	Iteration 30Q: 3 clusters Score -213681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -213681.937500 Penalty: 3706.642334
	Iteration 31F: 3 clusters Score -213681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Entering Unmasked Estep 
Score: -1594345.125000 Penalty: 2351.074463
	Iteration 0F: 2 clusters Score -1594345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1584633.875000 Penalty: 4702.148926
	Iteration 0F: 3 clusters Score -1584634 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1587736.500000 Penalty: 4702.148926
	Iteration 1F: 3 clusters Score -1587736 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1588193.375000 Penalty: 4702.148926
	Iteration 2F: 3 clusters Score -1588193 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1588560.625000 Penalty: 4702.148926
	Iteration 3F: 3 clusters Score -1588561 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1588951.250000 Penalty: 4702.148926
	Iteration 4F: 3 clusters Score -1588951 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1589367.000000 Penalty: 4702.148926
	Iteration 5F: 3 clusters Score -1589367 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1589815.375000 Penalty: 4702.148926
	Iteration 6Q: 3 clusters Score -1589815 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1590267.625000 Penalty: 4702.148926
	Iteration 7Q: 3 clusters Score -1590268 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1590732.125000 Penalty: 4702.148926
	Iteration 8Q: 3 clusters Score -1590732 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1591158.500000 Penalty: 4702.148926
	Iteration 9Q: 3 clusters Score -1591158 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1591589.875000 Penalty: 4702.148926
	Iteration 10Q: 3 clusters Score -1591590 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1592013.375000 Penalty: 4702.148926
	Iteration 11Q: 3 clusters Score -1592013 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1592402.625000 Penalty: 4702.148926
	Iteration 12Q: 3 clusters Score -1592403 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1592705.500000 Penalty: 4702.148926
	Iteration 13Q: 3 clusters Score -1592706 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1592919.000000 Penalty: 4702.148926
	Iteration 14Q: 3 clusters Score -1592919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1593043.375000 Penalty: 4702.148926
	Iteration 15Q: 3 clusters Score -1593043 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1593107.125000 Penalty: 4702.148926
	Iteration 16Q: 3 clusters Score -1593107 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1593148.375000 Penalty: 4702.148926
	Iteration 17Q: 3 clusters Score -1593148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1593179.500000 Penalty: 4702.148926
	Iteration 18Q: 3 clusters Score -1593180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1593222.500000 Penalty: 4702.148926
	Iteration 19Q: 3 clusters Score -1593222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1593248.000000 Penalty: 4702.148926
	Iteration 20F: 3 clusters Score -1593248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1593266.500000 Penalty: 4702.148926
	Iteration 21Q: 3 clusters Score -1593266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1593286.125000 Penalty: 4702.148926
	Iteration 22Q: 3 clusters Score -1593286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1593308.875000 Penalty: 4702.148926
	Iteration 23Q: 3 clusters Score -1593309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1593320.375000 Penalty: 4702.148926
	Iteration 24Q: 3 clusters Score -1593320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1593335.000000 Penalty: 4702.148926
	Iteration 25Q: 3 clusters Score -1593335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1593354.625000 Penalty: 4702.148926
	Iteration 26Q: 3 clusters Score -1593355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1593369.750000 Penalty: 4702.148926
	Iteration 27Q: 3 clusters Score -1593370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1593395.375000 Penalty: 4702.148926
	Iteration 28Q: 3 clusters Score -1593395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1593423.000000 Penalty: 4702.148926
	Iteration 29Q: 3 clusters Score -1593423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1593437.625000 Penalty: 4702.148926
	Iteration 30Q: 3 clusters Score -1593438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1593488.875000 Penalty: 4702.148926
	Iteration 31Q: 3 clusters Score -1593489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1593562.125000 Penalty: 4702.148926
	Iteration 32Q: 3 clusters Score -1593562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1593653.375000 Penalty: 4702.148926
	Iteration 33Q: 3 clusters Score -1593653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1593723.125000 Penalty: 4702.148926
	Iteration 34Q: 3 clusters Score -1593723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1593750.750000 Penalty: 4702.148926
	Iteration 35Q: 3 clusters Score -1593751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1593767.875000 Penalty: 4702.148926
	Iteration 36Q: 3 clusters Score -1593768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1593780.625000 Penalty: 4702.148926
	Iteration 37Q: 3 clusters Score -1593781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1593788.625000 Penalty: 4702.148926
	Iteration 38Q: 3 clusters Score -1593789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1593794.000000 Penalty: 4702.148926
	Iteration 39Q: 3 clusters Score -1593794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1593802.875000 Penalty: 4702.148926
	Iteration 40F: 3 clusters Score -1593803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1593808.875000 Penalty: 4702.148926
	Iteration 41Q: 3 clusters Score -1593809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1593813.250000 Penalty: 4702.148926
	Iteration 42Q: 3 clusters Score -1593813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1593820.500000 Penalty: 4702.148926
	Iteration 43Q: 3 clusters Score -1593820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1593821.500000 Penalty: 4702.148926
	Iteration 44Q: 3 clusters Score -1593822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1593823.250000 Penalty: 4702.148926
	Iteration 45Q: 3 clusters Score -1593823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1593827.500000 Penalty: 4702.148926
	Iteration 46Q: 3 clusters Score -1593828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1593834.375000 Penalty: 4702.148926
	Iteration 47Q: 3 clusters Score -1593834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1593834.875000 Penalty: 4702.148926
	Iteration 48Q: 3 clusters Score -1593835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1593836.000000 Penalty: 4702.148926
	Iteration 49Q: 3 clusters Score -1593836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1593836.750000 Penalty: 4702.148926
	Iteration 50Q: 3 clusters Score -1593837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1593837.875000 Penalty: 4702.148926
	Iteration 51Q: 3 clusters Score -1593838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1593835.875000 Penalty: 4702.148926
	Iteration 52Q: 3 clusters Score -1593836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1593839.000000 Penalty: 4702.148926
	Iteration 53Q: 3 clusters Score -1593839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1593840.875000 Penalty: 4702.148926
	Iteration 54Q: 3 clusters Score -1593841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1593840.375000 Penalty: 4702.148926
	Iteration 55Q: 3 clusters Score -1593840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1593843.000000 Penalty: 4702.148926
	Iteration 56Q: 3 clusters Score -1593843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1593843.000000 Penalty: 4702.148926
	Iteration 57Q: 3 clusters Score -1593843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1593843.750000 Penalty: 4702.148926
	Iteration 58Q: 3 clusters Score -1593844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1593841.375000 Penalty: 4702.148926
	Iteration 59Q: 3 clusters Score -1593841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1593849.875000 Penalty: 4702.148926
	Iteration 60F: 3 clusters Score -1593850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1593848.125000 Penalty: 4702.148926
	Iteration 61Q: 3 clusters Score -1593848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1593849.500000 Penalty: 4702.148926
	Iteration 62Q: 3 clusters Score -1593850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1593853.500000 Penalty: 4702.148926
	Iteration 63Q: 3 clusters Score -1593854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1593854.750000 Penalty: 4702.148926
	Iteration 64Q: 3 clusters Score -1593855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1593854.750000 Penalty: 4702.148926
	Iteration 65Q: 3 clusters Score -1593855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1593854.750000 Penalty: 4702.148926
	Iteration 66F: 3 clusters Score -1593855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -81677.648438 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -81677.65 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 378 members 
Entering Unmasked Estep 
Score: -79998.117188 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -79998.12 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80501.718750 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -80501.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80745.468750 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -80745.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80988.710938 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -80988.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81175.765625 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -81175.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81356.601562 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -81356.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81511.898438 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -81511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81598.812500 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -81598.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81673.656250 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -81673.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81707.992188 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -81707.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81721.171875 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -81721.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81728.039062 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -81728.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81733.210938 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -81733.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81738.281250 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -81738.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81748.382812 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -81748.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81759.062500 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -81759.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81764.640625 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -81764.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81774.398438 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -81774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81789.492188 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -81789.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81792.429688 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -81792.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81795.054688 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -81795.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343859 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 465 members 
Entering Unmasked Estep 
Score: -104943680.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104945272.000000 to -104943680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Entering Unmasked Estep 
Score: -1889046.375000 Penalty: 2373.179688
	Iteration 0F: 2 clusters Score -1889046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1878575.125000 Penalty: 4746.359375
	Iteration 0F: 3 clusters Score -1878575 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1881800.000000 Penalty: 4746.359375
	Iteration 1F: 3 clusters Score -1881800 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1882201.000000 Penalty: 4746.359375
	Iteration 2F: 3 clusters Score -1882201 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1882501.000000 Penalty: 4746.359375
	Iteration 3Q: 3 clusters Score -1882501 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1882760.875000 Penalty: 4746.359375
	Iteration 4Q: 3 clusters Score -1882761 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1883068.125000 Penalty: 4746.359375
	Iteration 5Q: 3 clusters Score -1883068 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1883461.875000 Penalty: 4746.359375
	Iteration 6Q: 3 clusters Score -1883462 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1883968.250000 Penalty: 4746.359375
	Iteration 7F: 3 clusters Score -1883968 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1884628.000000 Penalty: 4746.359375
	Iteration 8F: 3 clusters Score -1884628 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1885289.250000 Penalty: 4746.359375
	Iteration 9F: 3 clusters Score -1885289 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1885848.125000 Penalty: 4746.359375
	Iteration 10Q: 3 clusters Score -1885848 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1886241.500000 Penalty: 4746.359375
	Iteration 11Q: 3 clusters Score -1886242 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1886507.625000 Penalty: 4746.359375
	Iteration 12Q: 3 clusters Score -1886508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1886692.000000 Penalty: 4746.359375
	Iteration 13Q: 3 clusters Score -1886692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1886808.500000 Penalty: 4746.359375
	Iteration 14Q: 3 clusters Score -1886808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1886888.000000 Penalty: 4746.359375
	Iteration 15Q: 3 clusters Score -1886888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1886939.250000 Penalty: 4746.359375
	Iteration 16Q: 3 clusters Score -1886939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1886974.250000 Penalty: 4746.359375
	Iteration 17Q: 3 clusters Score -1886974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1886984.375000 Penalty: 4746.359375
	Iteration 18Q: 3 clusters Score -1886984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1886995.250000 Penalty: 4746.359375
	Iteration 19Q: 3 clusters Score -1886995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1887006.375000 Penalty: 4746.359375
	Iteration 20F: 3 clusters Score -1887006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1887011.875000 Penalty: 4746.359375
	Iteration 21Q: 3 clusters Score -1887012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1887014.750000 Penalty: 4746.359375
	Iteration 22Q: 3 clusters Score -1887015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1887016.875000 Penalty: 4746.359375
	Iteration 23Q: 3 clusters Score -1887017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1887020.000000 Penalty: 4746.359375
	Iteration 24Q: 3 clusters Score -1887020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1887020.250000 Penalty: 4746.359375
	Iteration 25Q: 3 clusters Score -1887020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1887020.250000 Penalty: 4746.359375
	Iteration 26F: 3 clusters Score -1887020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -354765.656250 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -354765.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351620.781250 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -351620.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -352303.875000 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -352303.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -352481.843750 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -352481.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -352558.187500 Penalty: 3937.291992
	Iteration 3Q: 3 clusters Score -352558.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -352599.437500 Penalty: 3937.291992
	Iteration 4Q: 3 clusters Score -352599.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -352631.281250 Penalty: 3937.291992
	Iteration 5Q: 3 clusters Score -352631.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -352652.750000 Penalty: 3937.291992
	Iteration 6Q: 3 clusters Score -352652.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -352668.312500 Penalty: 3937.291992
	Iteration 7Q: 3 clusters Score -352668.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -352690.000000 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -352690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -352704.031250 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -352704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -352714.250000 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -352714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -352718.500000 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -352718.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -352722.343750 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -352722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -352724.656250 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -352724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -352726.718750 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -352726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -352726.968750 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -352727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -352728.437500 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -352728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -352728.875000 Penalty: 3937.291992
	Iteration 17Q: 3 clusters Score -352728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -352729.843750 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -352729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -352729.843750 Penalty: 3937.291992
	Iteration 19F: 3 clusters Score -352729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -1185004.875000 Penalty: 2298.661865
	Iteration 0F: 2 clusters Score -1185005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1177037.125000 Penalty: 4597.323730
	Iteration 0F: 3 clusters Score -1177037 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1179492.125000 Penalty: 4597.323730
	Iteration 1F: 3 clusters Score -1179492 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1180048.875000 Penalty: 4597.323730
	Iteration 2F: 3 clusters Score -1180049 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1180528.250000 Penalty: 4597.323730
	Iteration 3F: 3 clusters Score -1180528 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1180880.000000 Penalty: 4597.323730
	Iteration 4F: 3 clusters Score -1180880 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1181142.625000 Penalty: 4597.323730
	Iteration 5Q: 3 clusters Score -1181143 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1181358.625000 Penalty: 4597.323730
	Iteration 6Q: 3 clusters Score -1181359 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1181500.875000 Penalty: 4597.323730
	Iteration 7Q: 3 clusters Score -1181501 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1181606.125000 Penalty: 4597.323730
	Iteration 8Q: 3 clusters Score -1181606 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1181713.125000 Penalty: 4597.323730
	Iteration 9Q: 3 clusters Score -1181713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1181806.500000 Penalty: 4597.323730
	Iteration 10Q: 3 clusters Score -1181806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1181898.500000 Penalty: 4597.323730
	Iteration 11Q: 3 clusters Score -1181898 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1181982.375000 Penalty: 4597.323730
	Iteration 12Q: 3 clusters Score -1181982 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1182050.375000 Penalty: 4597.323730
	Iteration 13Q: 3 clusters Score -1182050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1182100.875000 Penalty: 4597.323730
	Iteration 14Q: 3 clusters Score -1182101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1182133.625000 Penalty: 4597.323730
	Iteration 15Q: 3 clusters Score -1182134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1182168.000000 Penalty: 4597.323730
	Iteration 16Q: 3 clusters Score -1182168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1182212.250000 Penalty: 4597.323730
	Iteration 17Q: 3 clusters Score -1182212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1182251.875000 Penalty: 4597.323730
	Iteration 18Q: 3 clusters Score -1182252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1182307.375000 Penalty: 4597.323730
	Iteration 19Q: 3 clusters Score -1182307 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1182355.500000 Penalty: 4597.323730
	Iteration 20F: 3 clusters Score -1182356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1182404.375000 Penalty: 4597.323730
	Iteration 21Q: 3 clusters Score -1182404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1182454.125000 Penalty: 4597.323730
	Iteration 22Q: 3 clusters Score -1182454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1182480.500000 Penalty: 4597.323730
	Iteration 23Q: 3 clusters Score -1182480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1182514.875000 Penalty: 4597.323730
	Iteration 24Q: 3 clusters Score -1182515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1182536.875000 Penalty: 4597.323730
	Iteration 25Q: 3 clusters Score -1182537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1182563.625000 Penalty: 4597.323730
	Iteration 26Q: 3 clusters Score -1182564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1182580.625000 Penalty: 4597.323730
	Iteration 27Q: 3 clusters Score -1182581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1182598.750000 Penalty: 4597.323730
	Iteration 28Q: 3 clusters Score -1182599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1182623.000000 Penalty: 4597.323730
	Iteration 29Q: 3 clusters Score -1182623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1182639.500000 Penalty: 4597.323730
	Iteration 30Q: 3 clusters Score -1182640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1182654.750000 Penalty: 4597.323730
	Iteration 31Q: 3 clusters Score -1182655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1182678.000000 Penalty: 4597.323730
	Iteration 32Q: 3 clusters Score -1182678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1182694.125000 Penalty: 4597.323730
	Iteration 33Q: 3 clusters Score -1182694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1182708.875000 Penalty: 4597.323730
	Iteration 34Q: 3 clusters Score -1182709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1182727.375000 Penalty: 4597.323730
	Iteration 35Q: 3 clusters Score -1182727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1182748.125000 Penalty: 4597.323730
	Iteration 36Q: 3 clusters Score -1182748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1182770.875000 Penalty: 4597.323730
	Iteration 37Q: 3 clusters Score -1182771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1182797.875000 Penalty: 4597.323730
	Iteration 38Q: 3 clusters Score -1182798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1182832.750000 Penalty: 4597.323730
	Iteration 39Q: 3 clusters Score -1182833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1182865.625000 Penalty: 4597.323730
	Iteration 40F: 3 clusters Score -1182866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1182884.500000 Penalty: 4597.323730
	Iteration 41Q: 3 clusters Score -1182884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1182901.125000 Penalty: 4597.323730
	Iteration 42Q: 3 clusters Score -1182901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1182918.125000 Penalty: 4597.323730
	Iteration 43Q: 3 clusters Score -1182918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1182927.750000 Penalty: 4597.323730
	Iteration 44Q: 3 clusters Score -1182928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1182933.875000 Penalty: 4597.323730
	Iteration 45Q: 3 clusters Score -1182934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1182944.375000 Penalty: 4597.323730
	Iteration 46Q: 3 clusters Score -1182944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1182948.375000 Penalty: 4597.323730
	Iteration 47Q: 3 clusters Score -1182948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1182954.000000 Penalty: 4597.323730
	Iteration 48Q: 3 clusters Score -1182954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1182960.875000 Penalty: 4597.323730
	Iteration 49Q: 3 clusters Score -1182961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1182960.625000 Penalty: 4597.323730
	Iteration 50Q: 3 clusters Score -1182961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1182962.000000 Penalty: 4597.323730
	Iteration 51Q: 3 clusters Score -1182962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1182967.750000 Penalty: 4597.323730
	Iteration 52Q: 3 clusters Score -1182968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1182967.000000 Penalty: 4597.323730
	Iteration 53Q: 3 clusters Score -1182967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1182969.250000 Penalty: 4597.323730
	Iteration 54Q: 3 clusters Score -1182969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1182971.000000 Penalty: 4597.323730
	Iteration 55Q: 3 clusters Score -1182971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1182975.125000 Penalty: 4597.323730
	Iteration 56Q: 3 clusters Score -1182975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1182980.000000 Penalty: 4597.323730
	Iteration 57Q: 3 clusters Score -1182980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1182983.875000 Penalty: 4597.323730
	Iteration 58Q: 3 clusters Score -1182984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1182992.875000 Penalty: 4597.323730
	Iteration 59Q: 3 clusters Score -1182993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1182996.375000 Penalty: 4597.323730
	Iteration 60F: 3 clusters Score -1182996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1183001.875000 Penalty: 4597.323730
	Iteration 61Q: 3 clusters Score -1183002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1183009.750000 Penalty: 4597.323730
	Iteration 62Q: 3 clusters Score -1183010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1183021.125000 Penalty: 4597.323730
	Iteration 63Q: 3 clusters Score -1183021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1183030.250000 Penalty: 4597.323730
	Iteration 64Q: 3 clusters Score -1183030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1183038.500000 Penalty: 4597.323730
	Iteration 65Q: 3 clusters Score -1183038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1183049.625000 Penalty: 4597.323730
	Iteration 66Q: 3 clusters Score -1183050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1183061.625000 Penalty: 4597.323730
	Iteration 67Q: 3 clusters Score -1183062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1183068.875000 Penalty: 4597.323730
	Iteration 68Q: 3 clusters Score -1183069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1183080.375000 Penalty: 4597.323730
	Iteration 69Q: 3 clusters Score -1183080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1183084.625000 Penalty: 4597.323730
	Iteration 70Q: 3 clusters Score -1183085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1183088.375000 Penalty: 4597.323730
	Iteration 71Q: 3 clusters Score -1183088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1183094.750000 Penalty: 4597.323730
	Iteration 72Q: 3 clusters Score -1183095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1183095.375000 Penalty: 4597.323730
	Iteration 73Q: 3 clusters Score -1183095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1183098.875000 Penalty: 4597.323730
	Iteration 74Q: 3 clusters Score -1183099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1183101.500000 Penalty: 4597.323730
	Iteration 75Q: 3 clusters Score -1183102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1183107.625000 Penalty: 4597.323730
	Iteration 76Q: 3 clusters Score -1183108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1183115.250000 Penalty: 4597.323730
	Iteration 77Q: 3 clusters Score -1183115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1183121.250000 Penalty: 4597.323730
	Iteration 78Q: 3 clusters Score -1183121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1183121.875000 Penalty: 4597.323730
	Iteration 79Q: 3 clusters Score -1183122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1183126.375000 Penalty: 4597.323730
	Iteration 80F: 3 clusters Score -1183126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1183128.875000 Penalty: 4597.323730
	Iteration 81Q: 3 clusters Score -1183129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1183130.625000 Penalty: 4597.323730
	Iteration 82Q: 3 clusters Score -1183131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1183133.625000 Penalty: 4597.323730
	Iteration 83Q: 3 clusters Score -1183134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1183135.250000 Penalty: 4597.323730
	Iteration 84Q: 3 clusters Score -1183135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1183143.000000 Penalty: 4597.323730
	Iteration 85Q: 3 clusters Score -1183143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1183149.250000 Penalty: 4597.323730
	Iteration 86Q: 3 clusters Score -1183149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1183154.500000 Penalty: 4597.323730
	Iteration 87Q: 3 clusters Score -1183154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1183157.875000 Penalty: 4597.323730
	Iteration 88Q: 3 clusters Score -1183158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1183162.000000 Penalty: 4597.323730
	Iteration 89Q: 3 clusters Score -1183162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1183160.875000 Penalty: 4597.323730
	Iteration 90Q: 3 clusters Score -1183161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1183163.875000 Penalty: 4597.323730
	Iteration 91Q: 3 clusters Score -1183164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1183164.250000 Penalty: 4597.323730
	Iteration 92Q: 3 clusters Score -1183164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1183167.750000 Penalty: 4597.323730
	Iteration 93Q: 3 clusters Score -1183168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1183171.125000 Penalty: 4597.323730
	Iteration 94Q: 3 clusters Score -1183171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1183173.625000 Penalty: 4597.323730
	Iteration 95Q: 3 clusters Score -1183174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1183173.250000 Penalty: 4597.323730
	Iteration 96Q: 3 clusters Score -1183173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1183172.125000 Penalty: 4597.323730
	Iteration 97Q: 3 clusters Score -1183172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1183172.125000 Penalty: 4597.323730
	Iteration 98F: 3 clusters Score -1183172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Entering Unmasked Estep 
Score: -4599650.000000 Penalty: 2597.085693
	Iteration 0F: 2 clusters Score -4599650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4575593.500000 Penalty: 5194.171387
	Iteration 0F: 3 clusters Score -4575594 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4584418.000000 Penalty: 5194.171387
	Iteration 1F: 3 clusters Score -4584418 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4584878.000000 Penalty: 5194.171387
	Iteration 2Q: 3 clusters Score -4584878 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4585240.000000 Penalty: 5194.171387
	Iteration 3Q: 3 clusters Score -4585240 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4585598.500000 Penalty: 5194.171387
	Iteration 4Q: 3 clusters Score -4585598 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4585959.000000 Penalty: 5194.171387
	Iteration 5Q: 3 clusters Score -4585959 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4586365.500000 Penalty: 5194.171387
	Iteration 6Q: 3 clusters Score -4586366 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4586908.000000 Penalty: 5194.171387
	Iteration 7Q: 3 clusters Score -4586908 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4587638.500000 Penalty: 5194.171387
	Iteration 8Q: 3 clusters Score -4587638 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4588750.500000 Penalty: 5194.171387
	Iteration 9F: 3 clusters Score -4588750 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4590368.500000 Penalty: 5194.171387
	Iteration 10F: 3 clusters Score -4590368 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4592221.500000 Penalty: 5194.171387
	Iteration 11F: 3 clusters Score -4592222 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -4594036.000000 Penalty: 5194.171387
	Iteration 12F: 3 clusters Score -4594036 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4595468.500000 Penalty: 5194.171387
	Iteration 13Q: 3 clusters Score -4595468 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4596312.500000 Penalty: 5194.171387
	Iteration 14Q: 3 clusters Score -4596312 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4596825.000000 Penalty: 5194.171387
	Iteration 15Q: 3 clusters Score -4596825 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4597094.000000 Penalty: 5194.171387
	Iteration 16Q: 3 clusters Score -4597094 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4597217.500000 Penalty: 5194.171387
	Iteration 17Q: 3 clusters Score -4597218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4597271.500000 Penalty: 5194.171387
	Iteration 18Q: 3 clusters Score -4597272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4597314.000000 Penalty: 5194.171387
	Iteration 19Q: 3 clusters Score -4597314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4597341.000000 Penalty: 5194.171387
	Iteration 20F: 3 clusters Score -4597341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4597351.000000 Penalty: 5194.171387
	Iteration 21Q: 3 clusters Score -4597351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4597365.500000 Penalty: 5194.171387
	Iteration 22Q: 3 clusters Score -4597366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4597372.500000 Penalty: 5194.171387
	Iteration 23Q: 3 clusters Score -4597372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4597374.000000 Penalty: 5194.171387
	Iteration 24Q: 3 clusters Score -4597374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4597379.000000 Penalty: 5194.171387
	Iteration 25Q: 3 clusters Score -4597379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4597382.500000 Penalty: 5194.171387
	Iteration 26Q: 3 clusters Score -4597382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4597385.000000 Penalty: 5194.171387
	Iteration 27Q: 3 clusters Score -4597385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4597381.500000 Penalty: 5194.171387
	Iteration 28Q: 3 clusters Score -4597382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4597381.500000 Penalty: 5194.171387
	Iteration 29F: 3 clusters Score -4597382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -326633.687500 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -326633.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -323661.750000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -323661.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -324197.531250 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -324197.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -324338.656250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -324338.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324430.156250 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -324430.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -324498.718750 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -324498.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -324549.218750 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -324549.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324579.062500 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -324579.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324601.343750 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -324601.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -324622.343750 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -324622.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -324638.343750 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -324638.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324651.000000 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -324651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -324666.781250 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -324666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324673.093750 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -324673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -324679.156250 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -324679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324683.468750 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -324683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324688.531250 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -324688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -324690.906250 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -324690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -324695.375000 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -324695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324700.687500 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -324700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324704.343750 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -324704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324706.281250 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -324706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -324707.937500 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -324707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -324710.000000 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -324710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -324713.406250 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -324713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -324716.812500 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -324716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -324718.593750 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -324718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -324721.937500 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -324721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -324725.843750 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -324725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -324727.000000 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -324727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324728.312500 Penalty: 3899.989502
	Iteration 29Q: 3 clusters Score -324728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -324734.906250 Penalty: 3899.989502
	Iteration 30Q: 3 clusters Score -324734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -324740.656250 Penalty: 3899.989502
	Iteration 31Q: 3 clusters Score -324740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -324744.500000 Penalty: 3899.989502
	Iteration 32Q: 3 clusters Score -324744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -324747.875000 Penalty: 3899.989502
	Iteration 33Q: 3 clusters Score -324747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324752.093750 Penalty: 3899.989502
	Iteration 34Q: 3 clusters Score -324752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324756.968750 Penalty: 3899.989502
	Iteration 35Q: 3 clusters Score -324757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324761.531250 Penalty: 3899.989502
	Iteration 36Q: 3 clusters Score -324761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -324766.125000 Penalty: 3899.989502
	Iteration 37Q: 3 clusters Score -324766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -324771.812500 Penalty: 3899.989502
	Iteration 38Q: 3 clusters Score -324771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -324774.437500 Penalty: 3899.989502
	Iteration 39Q: 3 clusters Score -324774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -324776.375000 Penalty: 3899.989502
	Iteration 40F: 3 clusters Score -324776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -324778.156250 Penalty: 3899.989502
	Iteration 41Q: 3 clusters Score -324778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -324780.000000 Penalty: 3899.989502
	Iteration 42Q: 3 clusters Score -324780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -324783.843750 Penalty: 3899.989502
	Iteration 43Q: 3 clusters Score -324783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -324786.531250 Penalty: 3899.989502
	Iteration 44Q: 3 clusters Score -324786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -324789.156250 Penalty: 3899.989502
	Iteration 45Q: 3 clusters Score -324789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -324791.937500 Penalty: 3899.989502
	Iteration 46Q: 3 clusters Score -324791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324793.937500 Penalty: 3899.989502
	Iteration 47Q: 3 clusters Score -324793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -324795.343750 Penalty: 3899.989502
	Iteration 48Q: 3 clusters Score -324795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -324796.156250 Penalty: 3899.989502
	Iteration 49Q: 3 clusters Score -324796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -324798.562500 Penalty: 3899.989502
	Iteration 50Q: 3 clusters Score -324798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -324802.562500 Penalty: 3899.989502
	Iteration 51Q: 3 clusters Score -324802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -324805.218750 Penalty: 3899.989502
	Iteration 52Q: 3 clusters Score -324805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324806.718750 Penalty: 3899.989502
	Iteration 53Q: 3 clusters Score -324806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -324806.937500 Penalty: 3899.989502
	Iteration 54Q: 3 clusters Score -324806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -324808.031250 Penalty: 3899.989502
	Iteration 55Q: 3 clusters Score -324808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -324808.375000 Penalty: 3899.989502
	Iteration 56Q: 3 clusters Score -324808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -324808.718750 Penalty: 3899.989502
	Iteration 57Q: 3 clusters Score -324808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -324809.625000 Penalty: 3899.989502
	Iteration 58Q: 3 clusters Score -324809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -324809.625000 Penalty: 3899.989502
	Iteration 59F: 3 clusters Score -324809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -492514.781250 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -492514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -488653.062500 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -488653.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -489528.750000 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -489528.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -489802.656250 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -489802.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -490000.406250 Penalty: 4108.863770
	Iteration 3F: 3 clusters Score -490000.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -490155.593750 Penalty: 4108.863770
	Iteration 4F: 3 clusters Score -490155.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -490281.968750 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -490282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -490399.343750 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -490399.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -490507.125000 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -490507.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -490598.875000 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -490598.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -490683.500000 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -490683.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -490753.281250 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -490753.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -490814.093750 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -490814.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -490869.468750 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -490869.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -490908.343750 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -490908.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -490928.312500 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -490928.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -490946.062500 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -490946.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -490962.468750 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -490962.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -490978.843750 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -490978.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -490994.718750 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -490994.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -491016.218750 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -491016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -491029.593750 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -491029.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -491048.500000 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -491048.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -491061.468750 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -491061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -491075.593750 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -491075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -491091.625000 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -491091.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -491100.343750 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -491100.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -491106.906250 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -491106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -491111.093750 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -491111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -491112.906250 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -491112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -491114.750000 Penalty: 4108.863770
	Iteration 29Q: 3 clusters Score -491114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -491118.093750 Penalty: 4108.863770
	Iteration 30Q: 3 clusters Score -491118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -491118.187500 Penalty: 4108.863770
	Iteration 31Q: 3 clusters Score -491118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -491118.187500 Penalty: 4108.863770
	Iteration 32F: 3 clusters Score -491118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -46886.718750 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -46886.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45511.542969 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45511.54 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45879.164062 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -45879.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46098.753906 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46098.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46246.546875 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46246.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46388.789062 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46388.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46538.476562 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46538.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46583.714844 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46583.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46651.570312 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46651.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46713.039062 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46713.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46775.175781 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46775.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46841.929688 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46841.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46871.203125 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46893.804688 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46915.199219 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -46915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46928.515625 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -46928.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46952.183594 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -46952.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46993.550781 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -46993.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47006.277344 Penalty: 3040.009033
	Iteration 17F: 3 clusters Score -47006.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47040.781250 Penalty: 3040.009033
	Iteration 18Q: 3 clusters Score -47040.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47064.417969 Penalty: 3040.009033
	Iteration 19Q: 3 clusters Score -47064.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47077.105469 Penalty: 3040.009033
	Iteration 20F: 3 clusters Score -47077.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343859 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 312 members 
Entering Unmasked Estep 
Score: -104943664.000000 Penalty: 111635.625000
Splitting cluster 32 changes total score from -104945272.000000 to -104943664.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33669 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 343859 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 199Q: 33 clusters Score -1.049453e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33665 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53675 members 
Mstep: Class 10 contains 56617 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 343862 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13096 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10607 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945224.000000 Penalty: 108252.726562
Iteration 200F: 33 clusters Score -1.049452e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33659 members 
Mstep: Class 7 contains 13843 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53681 members 
Mstep: Class 10 contains 56616 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343867 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13096 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10605 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945144.000000 Penalty: 108252.726562
Iteration 201Q: 33 clusters Score -1.049451e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33651 members 
Mstep: Class 7 contains 13845 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53697 members 
Mstep: Class 10 contains 56615 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343867 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13096 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 35318 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945136.000000 Penalty: 108252.726562
Iteration 202Q: 33 clusters Score -1.049451e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33645 members 
Mstep: Class 7 contains 13847 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 53707 members 
Mstep: Class 10 contains 56612 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 51761 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343870 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 35318 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945176.000000 Penalty: 108252.726562
Iteration 203Q: 33 clusters Score -1.049452e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33641 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53714 members 
Mstep: Class 10 contains 56609 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 51762 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343874 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10594 members 
Mstep: Class 29 contains 35318 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945184.000000 Penalty: 108252.726562
Iteration 204Q: 33 clusters Score -1.049452e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33637 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9356 members 
Mstep: Class 9 contains 53723 members 
Mstep: Class 10 contains 56608 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343877 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 35316 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 205Q: 33 clusters Score -1.049453e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33630 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9356 members 
Mstep: Class 9 contains 53732 members 
Mstep: Class 10 contains 56607 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 51764 members 
Mstep: Class 19 contains 16618 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343882 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 35316 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945344.000000 Penalty: 108252.726562
Iteration 206Q: 33 clusters Score -1.049453e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33624 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53747 members 
Mstep: Class 10 contains 56606 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 16617 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343881 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945288.000000 Penalty: 108252.726562
Iteration 207Q: 33 clusters Score -1.049453e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53757 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14658 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16617 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343883 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 35317 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 208Q: 33 clusters Score -1.049453e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33614 members 
Mstep: Class 7 contains 13852 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53763 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14657 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 35318 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945368.000000 Penalty: 108252.726562
Iteration 209Q: 33 clusters Score -1.049454e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33613 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53764 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 210Q: 33 clusters Score -1.049453e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53766 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343883 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945328.000000 Penalty: 108252.726562
Iteration 211Q: 33 clusters Score -1.049453e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 53764 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945272.000000 Penalty: 108252.726562
Iteration 212Q: 33 clusters Score -1.049453e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53765 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945264.000000 Penalty: 108252.726562
Iteration 213Q: 33 clusters Score -1.049453e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33610 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53767 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945272.000000 Penalty: 108252.726562
Iteration 214Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33609 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53770 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945248.000000 Penalty: 108252.726562
Iteration 215Q: 33 clusters Score -1.049452e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53774 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 216Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53776 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 217Q: 33 clusters Score -1.049453e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53777 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 218Q: 33 clusters Score -1.049453e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53778 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945328.000000 Penalty: 108252.726562
Iteration 219Q: 33 clusters Score -1.049453e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33607 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53778 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 220F: 33 clusters Score -1.049453e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33606 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53779 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14321 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35319 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945288.000000 Penalty: 108252.726562
Iteration 221Q: 33 clusters Score -1.049453e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33603 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53781 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40635 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14323 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35320 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 222Q: 33 clusters Score -1.049453e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33599 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53786 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14323 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35320 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 223Q: 33 clusters Score -1.049453e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33594 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53791 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40632 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343885 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14324 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35321 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 224Q: 33 clusters Score -1.049453e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33589 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53794 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343884 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35321 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 225Q: 33 clusters Score -1.049453e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33587 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53796 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343882 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35322 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945336.000000 Penalty: 108252.726562
Iteration 226Q: 33 clusters Score -1.049453e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53798 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343881 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35323 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945288.000000 Penalty: 108252.726562
Iteration 227Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18520 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53798 members 
Mstep: Class 10 contains 56603 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343882 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 228Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53798 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40633 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343883 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945288.000000 Penalty: 108252.726562
Iteration 229Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53798 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40631 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343885 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945288.000000 Penalty: 108252.726562
Iteration 230Q: 33 clusters Score -1.049453e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53798 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40630 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343885 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 231Q: 33 clusters Score -1.049453e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33585 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53799 members 
Mstep: Class 10 contains 56602 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40628 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343886 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945320.000000 Penalty: 108252.726562
Iteration 232Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53800 members 
Mstep: Class 10 contains 56601 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40628 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343886 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945312.000000 Penalty: 108252.726562
Iteration 233Q: 33 clusters Score -1.049453e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56600 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343887 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945304.000000 Penalty: 108252.726562
Iteration 234Q: 33 clusters Score -1.049453e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56599 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343888 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945296.000000 Penalty: 108252.726562
Iteration 235Q: 33 clusters Score -1.049453e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56596 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343891 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945280.000000 Penalty: 108252.726562
Iteration 236Q: 33 clusters Score -1.049453e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56593 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343894 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945304.000000 Penalty: 108252.726562
Iteration 237Q: 33 clusters Score -1.049453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56589 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343898 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945344.000000 Penalty: 108252.726562
Iteration 238Q: 33 clusters Score -1.049453e+08 nChanged 9
Entering ConstructFrom: 
Score: -104945344.000000 Penalty: 108252.726562
Entering ConstructFrom: 
Trying to split cluster 1 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -166745.906250 Penalty: 1850.344238
	Iteration 0F: 2 clusters Score -166745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -164398.281250 Penalty: 3700.688477
	Iteration 0F: 3 clusters Score -164398.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165127.265625 Penalty: 3700.688477
	Iteration 1F: 3 clusters Score -165127.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165559.046875 Penalty: 3700.688477
	Iteration 2F: 3 clusters Score -165559 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165818.843750 Penalty: 3700.688477
	Iteration 3F: 3 clusters Score -165818.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -165972.437500 Penalty: 3700.688477
	Iteration 4F: 3 clusters Score -165972.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -166074.000000 Penalty: 3700.688477
	Iteration 5Q: 3 clusters Score -166074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -166148.281250 Penalty: 3700.688477
	Iteration 6Q: 3 clusters Score -166148.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -166201.406250 Penalty: 3700.688477
	Iteration 7Q: 3 clusters Score -166201.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -166270.062500 Penalty: 3700.688477
	Iteration 8Q: 3 clusters Score -166270.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -166327.109375 Penalty: 3700.688477
	Iteration 9Q: 3 clusters Score -166327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -166373.406250 Penalty: 3700.688477
	Iteration 10Q: 3 clusters Score -166373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -166410.000000 Penalty: 3700.688477
	Iteration 11Q: 3 clusters Score -166410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -166430.593750 Penalty: 3700.688477
	Iteration 12Q: 3 clusters Score -166430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -166444.906250 Penalty: 3700.688477
	Iteration 13Q: 3 clusters Score -166444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -166466.531250 Penalty: 3700.688477
	Iteration 14Q: 3 clusters Score -166466.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -166493.250000 Penalty: 3700.688477
	Iteration 15Q: 3 clusters Score -166493.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -166517.453125 Penalty: 3700.688477
	Iteration 16Q: 3 clusters Score -166517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -166526.015625 Penalty: 3700.688477
	Iteration 17Q: 3 clusters Score -166526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -166532.171875 Penalty: 3700.688477
	Iteration 18Q: 3 clusters Score -166532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -166534.156250 Penalty: 3700.688477
	Iteration 19Q: 3 clusters Score -166534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -166536.453125 Penalty: 3700.688477
	Iteration 20F: 3 clusters Score -166536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -166538.125000 Penalty: 3700.688477
	Iteration 21Q: 3 clusters Score -166538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -166538.125000 Penalty: 3700.688477
	Iteration 22F: 3 clusters Score -166538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -1805366.750000 Penalty: 2376.260986
	Iteration 0F: 2 clusters Score -1805367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1794785.000000 Penalty: 4752.521973
	Iteration 0F: 3 clusters Score -1794785 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1798317.000000 Penalty: 4752.521973
	Iteration 1F: 3 clusters Score -1798317 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1798800.500000 Penalty: 4752.521973
	Iteration 2F: 3 clusters Score -1798800 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1799111.125000 Penalty: 4752.521973
	Iteration 3F: 3 clusters Score -1799111 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1799349.500000 Penalty: 4752.521973
	Iteration 4Q: 3 clusters Score -1799350 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1799524.000000 Penalty: 4752.521973
	Iteration 5Q: 3 clusters Score -1799524 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1799705.000000 Penalty: 4752.521973
	Iteration 6Q: 3 clusters Score -1799705 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1799897.250000 Penalty: 4752.521973
	Iteration 7Q: 3 clusters Score -1799897 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1800093.875000 Penalty: 4752.521973
	Iteration 8Q: 3 clusters Score -1800094 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1800333.750000 Penalty: 4752.521973
	Iteration 9Q: 3 clusters Score -1800334 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1800581.750000 Penalty: 4752.521973
	Iteration 10Q: 3 clusters Score -1800582 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1800852.125000 Penalty: 4752.521973
	Iteration 11Q: 3 clusters Score -1800852 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1801159.125000 Penalty: 4752.521973
	Iteration 12Q: 3 clusters Score -1801159 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1801541.375000 Penalty: 4752.521973
	Iteration 13Q: 3 clusters Score -1801541 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1801927.625000 Penalty: 4752.521973
	Iteration 14Q: 3 clusters Score -1801928 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1802305.125000 Penalty: 4752.521973
	Iteration 15Q: 3 clusters Score -1802305 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1802651.375000 Penalty: 4752.521973
	Iteration 16Q: 3 clusters Score -1802651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1803030.875000 Penalty: 4752.521973
	Iteration 17Q: 3 clusters Score -1803031 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1803446.375000 Penalty: 4752.521973
	Iteration 18Q: 3 clusters Score -1803446 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1803787.875000 Penalty: 4752.521973
	Iteration 19Q: 3 clusters Score -1803788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1804079.750000 Penalty: 4752.521973
	Iteration 20F: 3 clusters Score -1804080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1804329.375000 Penalty: 4752.521973
	Iteration 21Q: 3 clusters Score -1804329 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1804540.125000 Penalty: 4752.521973
	Iteration 22Q: 3 clusters Score -1804540 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1804700.750000 Penalty: 4752.521973
	Iteration 23Q: 3 clusters Score -1804701 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1804808.000000 Penalty: 4752.521973
	Iteration 24Q: 3 clusters Score -1804808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1804879.375000 Penalty: 4752.521973
	Iteration 25Q: 3 clusters Score -1804879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1804944.000000 Penalty: 4752.521973
	Iteration 26Q: 3 clusters Score -1804944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1804992.000000 Penalty: 4752.521973
	Iteration 27Q: 3 clusters Score -1804992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1805032.375000 Penalty: 4752.521973
	Iteration 28Q: 3 clusters Score -1805032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1805063.375000 Penalty: 4752.521973
	Iteration 29Q: 3 clusters Score -1805063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1805080.125000 Penalty: 4752.521973
	Iteration 30Q: 3 clusters Score -1805080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1805096.125000 Penalty: 4752.521973
	Iteration 31Q: 3 clusters Score -1805096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1805102.125000 Penalty: 4752.521973
	Iteration 32Q: 3 clusters Score -1805102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1805105.625000 Penalty: 4752.521973
	Iteration 33Q: 3 clusters Score -1805106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1805111.875000 Penalty: 4752.521973
	Iteration 34Q: 3 clusters Score -1805112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1805110.625000 Penalty: 4752.521973
	Iteration 35Q: 3 clusters Score -1805111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1805117.000000 Penalty: 4752.521973
	Iteration 36Q: 3 clusters Score -1805117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1805116.500000 Penalty: 4752.521973
	Iteration 37Q: 3 clusters Score -1805116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1805116.375000 Penalty: 4752.521973
	Iteration 38Q: 3 clusters Score -1805116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1805114.625000 Penalty: 4752.521973
	Iteration 39Q: 3 clusters Score -1805115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1805114.250000 Penalty: 4752.521973
	Iteration 40F: 3 clusters Score -1805114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1805116.500000 Penalty: 4752.521973
	Iteration 41Q: 3 clusters Score -1805116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1805117.375000 Penalty: 4752.521973
	Iteration 42Q: 3 clusters Score -1805117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1805120.375000 Penalty: 4752.521973
	Iteration 43Q: 3 clusters Score -1805120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1805119.500000 Penalty: 4752.521973
	Iteration 44Q: 3 clusters Score -1805120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1805119.500000 Penalty: 4752.521973
	Iteration 45Q: 3 clusters Score -1805120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1805119.500000 Penalty: 4752.521973
	Iteration 46F: 3 clusters Score -1805120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -100295.039062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -100295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98510.187500 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -98510.19 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98982.937500 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -98982.94 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99303.054688 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -99303.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99663.406250 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -99663.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100076.250000 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -100076.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100199.617188 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -100199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100415.242188 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -100415.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100479.835938 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -100479.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100505.789062 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -100505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100528.445312 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -100528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100591.375000 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -100591.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100742.687500 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -100742.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100890.734375 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -100890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100914.625000 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -100914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100921.593750 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -100921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100926.968750 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -100927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100932.195312 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -100932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100948.140625 Penalty: 3383.269287
	Iteration 17Q: 3 clusters Score -100948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100958.687500 Penalty: 3383.269287
	Iteration 18Q: 3 clusters Score -100958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100975.148438 Penalty: 3383.269287
	Iteration 19Q: 3 clusters Score -100975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100983.257812 Penalty: 3383.269287
	Iteration 20F: 3 clusters Score -100983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100987.023438 Penalty: 3383.269287
	Iteration 21Q: 3 clusters Score -100987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100990.531250 Penalty: 3383.269287
	Iteration 22Q: 3 clusters Score -100990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100990.531250 Penalty: 3383.269287
	Iteration 23F: 3 clusters Score -100990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56581 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343906 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 548 members 
Entering Unmasked Estep 
Score: -104944376.000000 Penalty: 111635.625000
Splitting cluster 3 changes total score from -104945344.000000 to -104944376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Entering Unmasked Estep 
Score: -2450474.250000 Penalty: 2437.011719
	Iteration 0F: 2 clusters Score -2450474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2437369.750000 Penalty: 4874.023438
	Iteration 0F: 3 clusters Score -2437370 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2441657.750000 Penalty: 4874.023438
	Iteration 1F: 3 clusters Score -2441658 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2442040.000000 Penalty: 4874.023438
	Iteration 2F: 3 clusters Score -2442040 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2442381.500000 Penalty: 4874.023438
	Iteration 3Q: 3 clusters Score -2442382 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2442713.250000 Penalty: 4874.023438
	Iteration 4Q: 3 clusters Score -2442713 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2443108.000000 Penalty: 4874.023438
	Iteration 5Q: 3 clusters Score -2443108 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2443578.000000 Penalty: 4874.023438
	Iteration 6Q: 3 clusters Score -2443578 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2444194.250000 Penalty: 4874.023438
	Iteration 7F: 3 clusters Score -2444194 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2444964.500000 Penalty: 4874.023438
	Iteration 8F: 3 clusters Score -2444964 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2445782.500000 Penalty: 4874.023438
	Iteration 9F: 3 clusters Score -2445782 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2446524.500000 Penalty: 4874.023438
	Iteration 10F: 3 clusters Score -2446524 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2447143.500000 Penalty: 4874.023438
	Iteration 11Q: 3 clusters Score -2447144 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2447652.000000 Penalty: 4874.023438
	Iteration 12Q: 3 clusters Score -2447652 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2448016.750000 Penalty: 4874.023438
	Iteration 13Q: 3 clusters Score -2448017 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2448281.500000 Penalty: 4874.023438
	Iteration 14Q: 3 clusters Score -2448282 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2448423.000000 Penalty: 4874.023438
	Iteration 15Q: 3 clusters Score -2448423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2448501.500000 Penalty: 4874.023438
	Iteration 16Q: 3 clusters Score -2448502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2448554.500000 Penalty: 4874.023438
	Iteration 17Q: 3 clusters Score -2448554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2448594.000000 Penalty: 4874.023438
	Iteration 18Q: 3 clusters Score -2448594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2448614.000000 Penalty: 4874.023438
	Iteration 19Q: 3 clusters Score -2448614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2448640.750000 Penalty: 4874.023438
	Iteration 20F: 3 clusters Score -2448641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2448665.750000 Penalty: 4874.023438
	Iteration 21Q: 3 clusters Score -2448666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2448679.250000 Penalty: 4874.023438
	Iteration 22Q: 3 clusters Score -2448679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2448688.750000 Penalty: 4874.023438
	Iteration 23Q: 3 clusters Score -2448689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2448697.750000 Penalty: 4874.023438
	Iteration 24Q: 3 clusters Score -2448698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2448705.250000 Penalty: 4874.023438
	Iteration 25Q: 3 clusters Score -2448705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2448710.000000 Penalty: 4874.023438
	Iteration 26Q: 3 clusters Score -2448710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2448713.000000 Penalty: 4874.023438
	Iteration 27Q: 3 clusters Score -2448713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2448716.000000 Penalty: 4874.023438
	Iteration 28Q: 3 clusters Score -2448716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2448716.500000 Penalty: 4874.023438
	Iteration 29Q: 3 clusters Score -2448716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2448717.000000 Penalty: 4874.023438
	Iteration 30Q: 3 clusters Score -2448717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2448715.250000 Penalty: 4874.023438
	Iteration 31Q: 3 clusters Score -2448715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2448718.250000 Penalty: 4874.023438
	Iteration 32Q: 3 clusters Score -2448718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2448716.750000 Penalty: 4874.023438
	Iteration 33Q: 3 clusters Score -2448717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2448716.500000 Penalty: 4874.023438
	Iteration 34Q: 3 clusters Score -2448716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2448715.750000 Penalty: 4874.023438
	Iteration 35Q: 3 clusters Score -2448716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2448716.000000 Penalty: 4874.023438
	Iteration 36Q: 3 clusters Score -2448716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2448714.250000 Penalty: 4874.023438
	Iteration 37Q: 3 clusters Score -2448714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2448715.500000 Penalty: 4874.023438
	Iteration 38Q: 3 clusters Score -2448716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2448715.500000 Penalty: 4874.023438
	Iteration 39F: 3 clusters Score -2448716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59619.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -59619.62 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 289 members 
Entering Unmasked Estep 
Score: -58093.507812 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -58093.51 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58583.160156 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -58583.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58856.253906 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -58856.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59019.750000 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -59019.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59215.914062 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -59215.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59310.292969 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -59310.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59367.949219 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -59367.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59444.722656 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -59444.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59621.339844 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -59621.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59752.929688 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -59752.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59770.585938 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -59770.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59788.695312 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -59788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59795.929688 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -59795.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59798.992188 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -59798.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59798.992188 Penalty: 3133.313721
	Iteration 14F: 3 clusters Score -59798.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56581 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343906 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 238 members 
Entering Unmasked Estep 
Score: -104943656.000000 Penalty: 111635.625000
Splitting cluster 5 changes total score from -104945344.000000 to -104943656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (33584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Entering Unmasked Estep 
Score: -4284319.500000 Penalty: 2584.607666
	Iteration 0F: 2 clusters Score -4284320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4261300.000000 Penalty: 5169.215332
	Iteration 0F: 3 clusters Score -4261300 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4269844.500000 Penalty: 5169.215332
	Iteration 1F: 3 clusters Score -4269844 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4270766.000000 Penalty: 5169.215332
	Iteration 2F: 3 clusters Score -4270766 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4271870.500000 Penalty: 5169.215332
	Iteration 3F: 3 clusters Score -4271870 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4273173.000000 Penalty: 5169.215332
	Iteration 4F: 3 clusters Score -4273173 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4274584.500000 Penalty: 5169.215332
	Iteration 5F: 3 clusters Score -4274584 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4276133.000000 Penalty: 5169.215332
	Iteration 6F: 3 clusters Score -4276133 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4277873.500000 Penalty: 5169.215332
	Iteration 7F: 3 clusters Score -4277874 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4279613.500000 Penalty: 5169.215332
	Iteration 8F: 3 clusters Score -4279614 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4280796.500000 Penalty: 5169.215332
	Iteration 9Q: 3 clusters Score -4280796 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4281443.000000 Penalty: 5169.215332
	Iteration 10Q: 3 clusters Score -4281443 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4281796.500000 Penalty: 5169.215332
	Iteration 11Q: 3 clusters Score -4281796 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4282021.000000 Penalty: 5169.215332
	Iteration 12Q: 3 clusters Score -4282021 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4282201.500000 Penalty: 5169.215332
	Iteration 13Q: 3 clusters Score -4282202 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4282345.500000 Penalty: 5169.215332
	Iteration 14Q: 3 clusters Score -4282346 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4282447.000000 Penalty: 5169.215332
	Iteration 15Q: 3 clusters Score -4282447 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -4282542.500000 Penalty: 5169.215332
	Iteration 16Q: 3 clusters Score -4282542 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4282612.500000 Penalty: 5169.215332
	Iteration 17Q: 3 clusters Score -4282612 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4282682.000000 Penalty: 5169.215332
	Iteration 18Q: 3 clusters Score -4282682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4282726.500000 Penalty: 5169.215332
	Iteration 19Q: 3 clusters Score -4282726 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4282759.000000 Penalty: 5169.215332
	Iteration 20F: 3 clusters Score -4282759 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4282810.500000 Penalty: 5169.215332
	Iteration 21Q: 3 clusters Score -4282810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4282845.000000 Penalty: 5169.215332
	Iteration 22Q: 3 clusters Score -4282845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4282865.500000 Penalty: 5169.215332
	Iteration 23Q: 3 clusters Score -4282866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4282876.500000 Penalty: 5169.215332
	Iteration 24Q: 3 clusters Score -4282876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4282886.500000 Penalty: 5169.215332
	Iteration 25Q: 3 clusters Score -4282886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4282907.000000 Penalty: 5169.215332
	Iteration 26Q: 3 clusters Score -4282907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4282902.000000 Penalty: 5169.215332
	Iteration 27Q: 3 clusters Score -4282902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4282920.000000 Penalty: 5169.215332
	Iteration 28Q: 3 clusters Score -4282920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4282946.500000 Penalty: 5169.215332
	Iteration 29Q: 3 clusters Score -4282946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4282953.500000 Penalty: 5169.215332
	Iteration 30Q: 3 clusters Score -4282954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4282963.000000 Penalty: 5169.215332
	Iteration 31Q: 3 clusters Score -4282963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4282960.500000 Penalty: 5169.215332
	Iteration 32Q: 3 clusters Score -4282960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4282969.500000 Penalty: 5169.215332
	Iteration 33Q: 3 clusters Score -4282970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4282987.000000 Penalty: 5169.215332
	Iteration 34Q: 3 clusters Score -4282987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4282999.000000 Penalty: 5169.215332
	Iteration 35Q: 3 clusters Score -4282999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4283017.000000 Penalty: 5169.215332
	Iteration 36Q: 3 clusters Score -4283017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4283016.500000 Penalty: 5169.215332
	Iteration 37Q: 3 clusters Score -4283016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4283026.500000 Penalty: 5169.215332
	Iteration 38Q: 3 clusters Score -4283026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4283031.500000 Penalty: 5169.215332
	Iteration 39Q: 3 clusters Score -4283032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4283045.000000 Penalty: 5169.215332
	Iteration 40F: 3 clusters Score -4283045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4283046.500000 Penalty: 5169.215332
	Iteration 41Q: 3 clusters Score -4283046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4283048.500000 Penalty: 5169.215332
	Iteration 42Q: 3 clusters Score -4283048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4283043.000000 Penalty: 5169.215332
	Iteration 43Q: 3 clusters Score -4283043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4283051.500000 Penalty: 5169.215332
	Iteration 44Q: 3 clusters Score -4283052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4283050.500000 Penalty: 5169.215332
	Iteration 45Q: 3 clusters Score -4283050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4283051.500000 Penalty: 5169.215332
	Iteration 46Q: 3 clusters Score -4283052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4283047.000000 Penalty: 5169.215332
	Iteration 47Q: 3 clusters Score -4283047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4283047.000000 Penalty: 5169.215332
	Iteration 48Q: 3 clusters Score -4283047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4283054.000000 Penalty: 5169.215332
	Iteration 49Q: 3 clusters Score -4283054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4283055.000000 Penalty: 5169.215332
	Iteration 50Q: 3 clusters Score -4283055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4283052.000000 Penalty: 5169.215332
	Iteration 51Q: 3 clusters Score -4283052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4283058.500000 Penalty: 5169.215332
	Iteration 52Q: 3 clusters Score -4283058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4283072.000000 Penalty: 5169.215332
	Iteration 53Q: 3 clusters Score -4283072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4283070.000000 Penalty: 5169.215332
	Iteration 54Q: 3 clusters Score -4283070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4283070.000000 Penalty: 5169.215332
	Iteration 55Q: 3 clusters Score -4283070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4283071.500000 Penalty: 5169.215332
	Iteration 56Q: 3 clusters Score -4283072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4283077.500000 Penalty: 5169.215332
	Iteration 57Q: 3 clusters Score -4283078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4283080.500000 Penalty: 5169.215332
	Iteration 58Q: 3 clusters Score -4283080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -4283079.500000 Penalty: 5169.215332
	Iteration 59Q: 3 clusters Score -4283080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4283073.000000 Penalty: 5169.215332
	Iteration 60F: 3 clusters Score -4283073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4283070.000000 Penalty: 5169.215332
	Iteration 61Q: 3 clusters Score -4283070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4283070.000000 Penalty: 5169.215332
	Iteration 62Q: 3 clusters Score -4283070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4283075.000000 Penalty: 5169.215332
	Iteration 63Q: 3 clusters Score -4283075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4283075.500000 Penalty: 5169.215332
	Iteration 64Q: 3 clusters Score -4283076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4283083.000000 Penalty: 5169.215332
	Iteration 65Q: 3 clusters Score -4283083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4283089.000000 Penalty: 5169.215332
	Iteration 66Q: 3 clusters Score -4283089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4283089.500000 Penalty: 5169.215332
	Iteration 67Q: 3 clusters Score -4283090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4283087.500000 Penalty: 5169.215332
	Iteration 68Q: 3 clusters Score -4283088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4283088.500000 Penalty: 5169.215332
	Iteration 69Q: 3 clusters Score -4283088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4283096.000000 Penalty: 5169.215332
	Iteration 70Q: 3 clusters Score -4283096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4283095.500000 Penalty: 5169.215332
	Iteration 71Q: 3 clusters Score -4283096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4283098.500000 Penalty: 5169.215332
	Iteration 72Q: 3 clusters Score -4283098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4283103.000000 Penalty: 5169.215332
	Iteration 73Q: 3 clusters Score -4283103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4283099.000000 Penalty: 5169.215332
	Iteration 74Q: 3 clusters Score -4283099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4283099.500000 Penalty: 5169.215332
	Iteration 75Q: 3 clusters Score -4283100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4283099.500000 Penalty: 5169.215332
	Iteration 76Q: 3 clusters Score -4283100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4283099.500000 Penalty: 5169.215332
	Iteration 77Q: 3 clusters Score -4283100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4283100.500000 Penalty: 5169.215332
	Iteration 78Q: 3 clusters Score -4283100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4283100.500000 Penalty: 5169.215332
	Iteration 79Q: 3 clusters Score -4283100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4283100.500000 Penalty: 5169.215332
	Iteration 80F: 3 clusters Score -4283100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1748478.500000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1748478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1738333.375000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1738333 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1741402.250000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1741402 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1741750.375000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1741750 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1742027.625000 Penalty: 4729.912109
	Iteration 3Q: 3 clusters Score -1742028 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1742297.750000 Penalty: 4729.912109
	Iteration 4Q: 3 clusters Score -1742298 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1742552.375000 Penalty: 4729.912109
	Iteration 5Q: 3 clusters Score -1742552 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1742795.375000 Penalty: 4729.912109
	Iteration 6Q: 3 clusters Score -1742795 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1743074.250000 Penalty: 4729.912109
	Iteration 7Q: 3 clusters Score -1743074 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1743358.875000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1743359 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1743708.500000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1743708 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1744137.250000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1744137 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1744596.625000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1744597 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1745026.250000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1745026 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1745405.500000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1745406 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1745709.250000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1745709 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1745903.375000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1745903 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1746061.500000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1746062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1746174.125000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1746174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1746242.875000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1746243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1746299.500000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1746300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1746333.625000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1746334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1746361.625000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1746362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1746382.750000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1746383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1746396.750000 Penalty: 4729.912109
	Iteration 23Q: 3 clusters Score -1746397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1746409.500000 Penalty: 4729.912109
	Iteration 24Q: 3 clusters Score -1746410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1746415.375000 Penalty: 4729.912109
	Iteration 25Q: 3 clusters Score -1746415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1746419.500000 Penalty: 4729.912109
	Iteration 26Q: 3 clusters Score -1746420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1746426.750000 Penalty: 4729.912109
	Iteration 27Q: 3 clusters Score -1746427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1746429.625000 Penalty: 4729.912109
	Iteration 28Q: 3 clusters Score -1746430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1746436.250000 Penalty: 4729.912109
	Iteration 29Q: 3 clusters Score -1746436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1746436.375000 Penalty: 4729.912109
	Iteration 30Q: 3 clusters Score -1746436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1746436.375000 Penalty: 4729.912109
	Iteration 31F: 3 clusters Score -1746436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1141183.250000 Penalty: 2267.708740
	Iteration 0F: 2 clusters Score -1141183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1133916.125000 Penalty: 4535.417480
	Iteration 0F: 3 clusters Score -1133916 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1136033.000000 Penalty: 4535.417480
	Iteration 1F: 3 clusters Score -1136033 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1136386.500000 Penalty: 4535.417480
	Iteration 2F: 3 clusters Score -1136386 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1136674.625000 Penalty: 4535.417480
	Iteration 3F: 3 clusters Score -1136675 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1136895.500000 Penalty: 4535.417480
	Iteration 4Q: 3 clusters Score -1136896 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1137135.875000 Penalty: 4535.417480
	Iteration 5Q: 3 clusters Score -1137136 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1137411.250000 Penalty: 4535.417480
	Iteration 6Q: 3 clusters Score -1137411 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1137702.750000 Penalty: 4535.417480
	Iteration 7Q: 3 clusters Score -1137703 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1138043.500000 Penalty: 4535.417480
	Iteration 8F: 3 clusters Score -1138044 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1138360.125000 Penalty: 4535.417480
	Iteration 9Q: 3 clusters Score -1138360 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1138625.750000 Penalty: 4535.417480
	Iteration 10Q: 3 clusters Score -1138626 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1138831.125000 Penalty: 4535.417480
	Iteration 11Q: 3 clusters Score -1138831 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1138981.375000 Penalty: 4535.417480
	Iteration 12Q: 3 clusters Score -1138981 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1139118.125000 Penalty: 4535.417480
	Iteration 13Q: 3 clusters Score -1139118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1139220.625000 Penalty: 4535.417480
	Iteration 14Q: 3 clusters Score -1139221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1139308.750000 Penalty: 4535.417480
	Iteration 15Q: 3 clusters Score -1139309 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1139368.125000 Penalty: 4535.417480
	Iteration 16Q: 3 clusters Score -1139368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1139411.500000 Penalty: 4535.417480
	Iteration 17Q: 3 clusters Score -1139412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1139437.875000 Penalty: 4535.417480
	Iteration 18Q: 3 clusters Score -1139438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1139466.875000 Penalty: 4535.417480
	Iteration 19Q: 3 clusters Score -1139467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1139490.125000 Penalty: 4535.417480
	Iteration 20F: 3 clusters Score -1139490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1139501.750000 Penalty: 4535.417480
	Iteration 21Q: 3 clusters Score -1139502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1139516.500000 Penalty: 4535.417480
	Iteration 22Q: 3 clusters Score -1139516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1139530.000000 Penalty: 4535.417480
	Iteration 23Q: 3 clusters Score -1139530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1139545.750000 Penalty: 4535.417480
	Iteration 24Q: 3 clusters Score -1139546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1139558.250000 Penalty: 4535.417480
	Iteration 25Q: 3 clusters Score -1139558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1139568.750000 Penalty: 4535.417480
	Iteration 26Q: 3 clusters Score -1139569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1139582.625000 Penalty: 4535.417480
	Iteration 27Q: 3 clusters Score -1139583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1139588.500000 Penalty: 4535.417480
	Iteration 28Q: 3 clusters Score -1139588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1139602.375000 Penalty: 4535.417480
	Iteration 29Q: 3 clusters Score -1139602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1139610.250000 Penalty: 4535.417480
	Iteration 30Q: 3 clusters Score -1139610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1139614.250000 Penalty: 4535.417480
	Iteration 31Q: 3 clusters Score -1139614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1139618.375000 Penalty: 4535.417480
	Iteration 32Q: 3 clusters Score -1139618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1139620.250000 Penalty: 4535.417480
	Iteration 33Q: 3 clusters Score -1139620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1139625.750000 Penalty: 4535.417480
	Iteration 34Q: 3 clusters Score -1139626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1139629.875000 Penalty: 4535.417480
	Iteration 35Q: 3 clusters Score -1139630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1139634.250000 Penalty: 4535.417480
	Iteration 36Q: 3 clusters Score -1139634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1139639.375000 Penalty: 4535.417480
	Iteration 37Q: 3 clusters Score -1139639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1139641.875000 Penalty: 4535.417480
	Iteration 38Q: 3 clusters Score -1139642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1139647.000000 Penalty: 4535.417480
	Iteration 39Q: 3 clusters Score -1139647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1139652.250000 Penalty: 4535.417480
	Iteration 40F: 3 clusters Score -1139652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1139655.500000 Penalty: 4535.417480
	Iteration 41Q: 3 clusters Score -1139656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1139656.875000 Penalty: 4535.417480
	Iteration 42Q: 3 clusters Score -1139657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1139657.375000 Penalty: 4535.417480
	Iteration 43Q: 3 clusters Score -1139657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1139661.250000 Penalty: 4535.417480
	Iteration 44Q: 3 clusters Score -1139661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1139663.875000 Penalty: 4535.417480
	Iteration 45Q: 3 clusters Score -1139664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1139666.875000 Penalty: 4535.417480
	Iteration 46Q: 3 clusters Score -1139667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1139668.125000 Penalty: 4535.417480
	Iteration 47Q: 3 clusters Score -1139668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1139670.250000 Penalty: 4535.417480
	Iteration 48Q: 3 clusters Score -1139670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1139669.875000 Penalty: 4535.417480
	Iteration 49Q: 3 clusters Score -1139670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1139672.750000 Penalty: 4535.417480
	Iteration 50Q: 3 clusters Score -1139673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1139673.750000 Penalty: 4535.417480
	Iteration 51Q: 3 clusters Score -1139674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1139676.750000 Penalty: 4535.417480
	Iteration 52Q: 3 clusters Score -1139677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1139673.375000 Penalty: 4535.417480
	Iteration 53Q: 3 clusters Score -1139673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1139677.375000 Penalty: 4535.417480
	Iteration 54Q: 3 clusters Score -1139677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1139676.000000 Penalty: 4535.417480
	Iteration 55Q: 3 clusters Score -1139676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1139675.625000 Penalty: 4535.417480
	Iteration 56Q: 3 clusters Score -1139676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1139676.875000 Penalty: 4535.417480
	Iteration 57Q: 3 clusters Score -1139677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1139679.500000 Penalty: 4535.417480
	Iteration 58Q: 3 clusters Score -1139680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1139682.500000 Penalty: 4535.417480
	Iteration 59Q: 3 clusters Score -1139682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1139683.125000 Penalty: 4535.417480
	Iteration 60F: 3 clusters Score -1139683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1139689.625000 Penalty: 4535.417480
	Iteration 61Q: 3 clusters Score -1139690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1139691.375000 Penalty: 4535.417480
	Iteration 62Q: 3 clusters Score -1139691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1139694.250000 Penalty: 4535.417480
	Iteration 63Q: 3 clusters Score -1139694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1139693.500000 Penalty: 4535.417480
	Iteration 64Q: 3 clusters Score -1139694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1139694.875000 Penalty: 4535.417480
	Iteration 65Q: 3 clusters Score -1139695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1139695.625000 Penalty: 4535.417480
	Iteration 66Q: 3 clusters Score -1139696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1139699.625000 Penalty: 4535.417480
	Iteration 67Q: 3 clusters Score -1139700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1139701.750000 Penalty: 4535.417480
	Iteration 68Q: 3 clusters Score -1139702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1139702.625000 Penalty: 4535.417480
	Iteration 69Q: 3 clusters Score -1139703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1139706.125000 Penalty: 4535.417480
	Iteration 70Q: 3 clusters Score -1139706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1139701.375000 Penalty: 4535.417480
	Iteration 71Q: 3 clusters Score -1139701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1139703.000000 Penalty: 4535.417480
	Iteration 72Q: 3 clusters Score -1139703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1139703.750000 Penalty: 4535.417480
	Iteration 73Q: 3 clusters Score -1139704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1139703.875000 Penalty: 4535.417480
	Iteration 74Q: 3 clusters Score -1139704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1139705.375000 Penalty: 4535.417480
	Iteration 75Q: 3 clusters Score -1139705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1139707.875000 Penalty: 4535.417480
	Iteration 76Q: 3 clusters Score -1139708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1139708.000000 Penalty: 4535.417480
	Iteration 77Q: 3 clusters Score -1139708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1139708.375000 Penalty: 4535.417480
	Iteration 78Q: 3 clusters Score -1139708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1139707.875000 Penalty: 4535.417480
	Iteration 79Q: 3 clusters Score -1139708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1139709.375000 Penalty: 4535.417480
	Iteration 80F: 3 clusters Score -1139709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1139709.500000 Penalty: 4535.417480
	Iteration 81Q: 3 clusters Score -1139710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1139709.875000 Penalty: 4535.417480
	Iteration 82Q: 3 clusters Score -1139710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1139712.250000 Penalty: 4535.417480
	Iteration 83Q: 3 clusters Score -1139712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1139714.250000 Penalty: 4535.417480
	Iteration 84Q: 3 clusters Score -1139714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1139716.750000 Penalty: 4535.417480
	Iteration 85Q: 3 clusters Score -1139717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1139716.500000 Penalty: 4535.417480
	Iteration 86Q: 3 clusters Score -1139716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1139715.250000 Penalty: 4535.417480
	Iteration 87Q: 3 clusters Score -1139715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1139713.500000 Penalty: 4535.417480
	Iteration 88Q: 3 clusters Score -1139714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1139712.750000 Penalty: 4535.417480
	Iteration 89Q: 3 clusters Score -1139713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1139713.625000 Penalty: 4535.417480
	Iteration 90Q: 3 clusters Score -1139714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1139713.375000 Penalty: 4535.417480
	Iteration 91Q: 3 clusters Score -1139713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1139714.125000 Penalty: 4535.417480
	Iteration 92Q: 3 clusters Score -1139714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1139712.750000 Penalty: 4535.417480
	Iteration 93Q: 3 clusters Score -1139713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1139713.375000 Penalty: 4535.417480
	Iteration 94Q: 3 clusters Score -1139713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1139714.125000 Penalty: 4535.417480
	Iteration 95Q: 3 clusters Score -1139714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1139715.125000 Penalty: 4535.417480
	Iteration 96Q: 3 clusters Score -1139715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1139716.000000 Penalty: 4535.417480
	Iteration 97Q: 3 clusters Score -1139716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1139716.500000 Penalty: 4535.417480
	Iteration 98Q: 3 clusters Score -1139716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1139716.500000 Penalty: 4535.417480
	Iteration 99Q: 3 clusters Score -1139716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1139716.250000 Penalty: 4535.417480
	Iteration 100F: 3 clusters Score -1139716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1139717.750000 Penalty: 4535.417480
	Iteration 101Q: 3 clusters Score -1139718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1139720.875000 Penalty: 4535.417480
	Iteration 102Q: 3 clusters Score -1139721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1139718.625000 Penalty: 4535.417480
	Iteration 103Q: 3 clusters Score -1139719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1139721.625000 Penalty: 4535.417480
	Iteration 104Q: 3 clusters Score -1139722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1139722.250000 Penalty: 4535.417480
	Iteration 105Q: 3 clusters Score -1139722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1139722.250000 Penalty: 4535.417480
	Iteration 106F: 3 clusters Score -1139722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Entering Unmasked Estep 
Score: -6413220.500000 Penalty: 2701.475830
	Iteration 0F: 2 clusters Score -6413220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6377136.000000 Penalty: 5402.951660
	Iteration 0F: 3 clusters Score -6377136 nChanged 24948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -6391841.500000 Penalty: 5402.951660
	Iteration 1F: 3 clusters Score -6391842 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -6392913.000000 Penalty: 5402.951660
	Iteration 2F: 3 clusters Score -6392913 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6394163.500000 Penalty: 5402.951660
	Iteration 3F: 3 clusters Score -6394164 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -6395501.500000 Penalty: 5402.951660
	Iteration 4F: 3 clusters Score -6395502 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -6396933.000000 Penalty: 5402.951660
	Iteration 5F: 3 clusters Score -6396933 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6398257.500000 Penalty: 5402.951660
	Iteration 6F: 3 clusters Score -6398258 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -6399531.000000 Penalty: 5402.951660
	Iteration 7Q: 3 clusters Score -6399531 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6400718.500000 Penalty: 5402.951660
	Iteration 8Q: 3 clusters Score -6400718 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -6401685.500000 Penalty: 5402.951660
	Iteration 9Q: 3 clusters Score -6401686 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6402594.000000 Penalty: 5402.951660
	Iteration 10Q: 3 clusters Score -6402594 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6403406.000000 Penalty: 5402.951660
	Iteration 11Q: 3 clusters Score -6403406 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -6404222.500000 Penalty: 5402.951660
	Iteration 12Q: 3 clusters Score -6404222 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -6405009.000000 Penalty: 5402.951660
	Iteration 13Q: 3 clusters Score -6405009 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -6405767.000000 Penalty: 5402.951660
	Iteration 14Q: 3 clusters Score -6405767 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -6406484.000000 Penalty: 5402.951660
	Iteration 15Q: 3 clusters Score -6406484 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6407053.000000 Penalty: 5402.951660
	Iteration 16Q: 3 clusters Score -6407053 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6407697.000000 Penalty: 5402.951660
	Iteration 17Q: 3 clusters Score -6407697 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6408248.500000 Penalty: 5402.951660
	Iteration 18Q: 3 clusters Score -6408248 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6408818.500000 Penalty: 5402.951660
	Iteration 19Q: 3 clusters Score -6408818 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6409332.500000 Penalty: 5402.951660
	Iteration 20F: 3 clusters Score -6409332 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -6409709.000000 Penalty: 5402.951660
	Iteration 21Q: 3 clusters Score -6409709 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6410072.000000 Penalty: 5402.951660
	Iteration 22Q: 3 clusters Score -6410072 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6410373.500000 Penalty: 5402.951660
	Iteration 23Q: 3 clusters Score -6410374 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6410614.500000 Penalty: 5402.951660
	Iteration 24Q: 3 clusters Score -6410614 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6410824.000000 Penalty: 5402.951660
	Iteration 25Q: 3 clusters Score -6410824 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6410936.500000 Penalty: 5402.951660
	Iteration 26Q: 3 clusters Score -6410936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -6411027.000000 Penalty: 5402.951660
	Iteration 27Q: 3 clusters Score -6411027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -6411096.500000 Penalty: 5402.951660
	Iteration 28Q: 3 clusters Score -6411096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6411143.000000 Penalty: 5402.951660
	Iteration 29Q: 3 clusters Score -6411143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6411176.500000 Penalty: 5402.951660
	Iteration 30Q: 3 clusters Score -6411176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -6411203.500000 Penalty: 5402.951660
	Iteration 31Q: 3 clusters Score -6411204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -6411212.000000 Penalty: 5402.951660
	Iteration 32Q: 3 clusters Score -6411212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6411223.000000 Penalty: 5402.951660
	Iteration 33Q: 3 clusters Score -6411223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -6411236.500000 Penalty: 5402.951660
	Iteration 34Q: 3 clusters Score -6411236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -6411238.500000 Penalty: 5402.951660
	Iteration 35Q: 3 clusters Score -6411238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -6411240.000000 Penalty: 5402.951660
	Iteration 36Q: 3 clusters Score -6411240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -6411245.000000 Penalty: 5402.951660
	Iteration 37Q: 3 clusters Score -6411245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6411249.500000 Penalty: 5402.951660
	Iteration 38Q: 3 clusters Score -6411250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6411248.000000 Penalty: 5402.951660
	Iteration 39Q: 3 clusters Score -6411248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -6411266.500000 Penalty: 5402.951660
	Iteration 40F: 3 clusters Score -6411266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6411270.000000 Penalty: 5402.951660
	Iteration 41Q: 3 clusters Score -6411270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6411276.000000 Penalty: 5402.951660
	Iteration 42Q: 3 clusters Score -6411276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -6411274.500000 Penalty: 5402.951660
	Iteration 43Q: 3 clusters Score -6411274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6411281.500000 Penalty: 5402.951660
	Iteration 44Q: 3 clusters Score -6411282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -6411294.000000 Penalty: 5402.951660
	Iteration 45Q: 3 clusters Score -6411294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6411297.500000 Penalty: 5402.951660
	Iteration 46Q: 3 clusters Score -6411298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -6411283.000000 Penalty: 5402.951660
	Iteration 47Q: 3 clusters Score -6411283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -6411290.000000 Penalty: 5402.951660
	Iteration 48Q: 3 clusters Score -6411290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -6411288.500000 Penalty: 5402.951660
	Iteration 49Q: 3 clusters Score -6411288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -6411301.000000 Penalty: 5402.951660
	Iteration 50Q: 3 clusters Score -6411301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -6411313.000000 Penalty: 5402.951660
	Iteration 51Q: 3 clusters Score -6411313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -6411326.500000 Penalty: 5402.951660
	Iteration 52Q: 3 clusters Score -6411326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -6411332.000000 Penalty: 5402.951660
	Iteration 53Q: 3 clusters Score -6411332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6411330.000000 Penalty: 5402.951660
	Iteration 54Q: 3 clusters Score -6411330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6411329.500000 Penalty: 5402.951660
	Iteration 55Q: 3 clusters Score -6411330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6411326.000000 Penalty: 5402.951660
	Iteration 56Q: 3 clusters Score -6411326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6411336.000000 Penalty: 5402.951660
	Iteration 57Q: 3 clusters Score -6411336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -6411339.500000 Penalty: 5402.951660
	Iteration 58Q: 3 clusters Score -6411340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6411341.500000 Penalty: 5402.951660
	Iteration 59Q: 3 clusters Score -6411342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6411340.000000 Penalty: 5402.951660
	Iteration 60F: 3 clusters Score -6411340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -6411346.500000 Penalty: 5402.951660
	Iteration 61Q: 3 clusters Score -6411346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -6411345.000000 Penalty: 5402.951660
	Iteration 62Q: 3 clusters Score -6411345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6411344.500000 Penalty: 5402.951660
	Iteration 63Q: 3 clusters Score -6411344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6411349.000000 Penalty: 5402.951660
	Iteration 64Q: 3 clusters Score -6411349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6411349.000000 Penalty: 5402.951660
	Iteration 65Q: 3 clusters Score -6411349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -6411347.500000 Penalty: 5402.951660
	Iteration 66Q: 3 clusters Score -6411348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -6411354.000000 Penalty: 5402.951660
	Iteration 67Q: 3 clusters Score -6411354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -6411358.000000 Penalty: 5402.951660
	Iteration 68Q: 3 clusters Score -6411358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -6411363.000000 Penalty: 5402.951660
	Iteration 69Q: 3 clusters Score -6411363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -6411368.500000 Penalty: 5402.951660
	Iteration 70Q: 3 clusters Score -6411368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6411371.000000 Penalty: 5402.951660
	Iteration 71Q: 3 clusters Score -6411371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6411385.000000 Penalty: 5402.951660
	Iteration 72Q: 3 clusters Score -6411385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -6411386.500000 Penalty: 5402.951660
	Iteration 73Q: 3 clusters Score -6411386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6411385.000000 Penalty: 5402.951660
	Iteration 74Q: 3 clusters Score -6411385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6411394.000000 Penalty: 5402.951660
	Iteration 75Q: 3 clusters Score -6411394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -6411402.500000 Penalty: 5402.951660
	Iteration 76Q: 3 clusters Score -6411402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -6411397.000000 Penalty: 5402.951660
	Iteration 77Q: 3 clusters Score -6411397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6411403.500000 Penalty: 5402.951660
	Iteration 78Q: 3 clusters Score -6411404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -6411406.500000 Penalty: 5402.951660
	Iteration 79Q: 3 clusters Score -6411406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6411412.000000 Penalty: 5402.951660
	Iteration 80F: 3 clusters Score -6411412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6411412.000000 Penalty: 5402.951660
	Iteration 81Q: 3 clusters Score -6411412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6411415.000000 Penalty: 5402.951660
	Iteration 82Q: 3 clusters Score -6411415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6411415.000000 Penalty: 5402.951660
	Iteration 83F: 3 clusters Score -6411415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Entering Unmasked Estep 
Score: -7415056.000000 Penalty: 2713.970215
	Iteration 0F: 2 clusters Score -7415056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -7377192.500000 Penalty: 5427.940430
	Iteration 0F: 3 clusters Score -7377192 nChanged 26108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -7391735.000000 Penalty: 5427.940430
	Iteration 1F: 3 clusters Score -7391735 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -7392373.000000 Penalty: 5427.940430
	Iteration 2Q: 3 clusters Score -7392373 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -7392907.000000 Penalty: 5427.940430
	Iteration 3Q: 3 clusters Score -7392907 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -7393475.500000 Penalty: 5427.940430
	Iteration 4Q: 3 clusters Score -7393476 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -7394105.000000 Penalty: 5427.940430
	Iteration 5Q: 3 clusters Score -7394105 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7394767.500000 Penalty: 5427.940430
	Iteration 6Q: 3 clusters Score -7394768 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -7395552.000000 Penalty: 5427.940430
	Iteration 7Q: 3 clusters Score -7395552 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -7396510.000000 Penalty: 5427.940430
	Iteration 8Q: 3 clusters Score -7396510 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -7397888.000000 Penalty: 5427.940430
	Iteration 9Q: 3 clusters Score -7397888 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7399679.000000 Penalty: 5427.940430
	Iteration 10F: 3 clusters Score -7399679 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -7401791.000000 Penalty: 5427.940430
	Iteration 11F: 3 clusters Score -7401791 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -7403890.000000 Penalty: 5427.940430
	Iteration 12F: 3 clusters Score -7403890 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -7405595.500000 Penalty: 5427.940430
	Iteration 13Q: 3 clusters Score -7405596 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -7406896.000000 Penalty: 5427.940430
	Iteration 14Q: 3 clusters Score -7406896 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -7407983.500000 Penalty: 5427.940430
	Iteration 15Q: 3 clusters Score -7407984 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7408828.000000 Penalty: 5427.940430
	Iteration 16Q: 3 clusters Score -7408828 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -7409628.000000 Penalty: 5427.940430
	Iteration 17Q: 3 clusters Score -7409628 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -7410424.000000 Penalty: 5427.940430
	Iteration 18Q: 3 clusters Score -7410424 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7411081.000000 Penalty: 5427.940430
	Iteration 19Q: 3 clusters Score -7411081 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7411678.000000 Penalty: 5427.940430
	Iteration 20F: 3 clusters Score -7411678 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7412172.000000 Penalty: 5427.940430
	Iteration 21Q: 3 clusters Score -7412172 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7412483.000000 Penalty: 5427.940430
	Iteration 22Q: 3 clusters Score -7412483 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7412630.500000 Penalty: 5427.940430
	Iteration 23Q: 3 clusters Score -7412630 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7412749.000000 Penalty: 5427.940430
	Iteration 24Q: 3 clusters Score -7412749 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7412840.500000 Penalty: 5427.940430
	Iteration 25Q: 3 clusters Score -7412840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7412907.500000 Penalty: 5427.940430
	Iteration 26Q: 3 clusters Score -7412908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7412979.000000 Penalty: 5427.940430
	Iteration 27Q: 3 clusters Score -7412979 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7413063.000000 Penalty: 5427.940430
	Iteration 28Q: 3 clusters Score -7413063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7413096.000000 Penalty: 5427.940430
	Iteration 29Q: 3 clusters Score -7413096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7413128.500000 Penalty: 5427.940430
	Iteration 30Q: 3 clusters Score -7413128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7413152.000000 Penalty: 5427.940430
	Iteration 31Q: 3 clusters Score -7413152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7413172.500000 Penalty: 5427.940430
	Iteration 32Q: 3 clusters Score -7413172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7413193.500000 Penalty: 5427.940430
	Iteration 33Q: 3 clusters Score -7413194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7413198.500000 Penalty: 5427.940430
	Iteration 34Q: 3 clusters Score -7413198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7413213.000000 Penalty: 5427.940430
	Iteration 35Q: 3 clusters Score -7413213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -7413212.000000 Penalty: 5427.940430
	Iteration 36Q: 3 clusters Score -7413212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7413235.000000 Penalty: 5427.940430
	Iteration 37Q: 3 clusters Score -7413235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7413241.000000 Penalty: 5427.940430
	Iteration 38Q: 3 clusters Score -7413241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7413247.000000 Penalty: 5427.940430
	Iteration 39Q: 3 clusters Score -7413247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7413270.000000 Penalty: 5427.940430
	Iteration 40F: 3 clusters Score -7413270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7413279.000000 Penalty: 5427.940430
	Iteration 41Q: 3 clusters Score -7413279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -7413309.500000 Penalty: 5427.940430
	Iteration 42Q: 3 clusters Score -7413310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7413317.500000 Penalty: 5427.940430
	Iteration 43Q: 3 clusters Score -7413318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7413337.500000 Penalty: 5427.940430
	Iteration 44Q: 3 clusters Score -7413338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7413354.500000 Penalty: 5427.940430
	Iteration 45Q: 3 clusters Score -7413354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7413379.000000 Penalty: 5427.940430
	Iteration 46Q: 3 clusters Score -7413379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7413372.500000 Penalty: 5427.940430
	Iteration 47Q: 3 clusters Score -7413372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7413374.000000 Penalty: 5427.940430
	Iteration 48Q: 3 clusters Score -7413374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7413386.500000 Penalty: 5427.940430
	Iteration 49Q: 3 clusters Score -7413386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7413386.000000 Penalty: 5427.940430
	Iteration 50Q: 3 clusters Score -7413386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7413395.500000 Penalty: 5427.940430
	Iteration 51Q: 3 clusters Score -7413396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7413400.500000 Penalty: 5427.940430
	Iteration 52Q: 3 clusters Score -7413400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -7413403.000000 Penalty: 5427.940430
	Iteration 53Q: 3 clusters Score -7413403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7413402.500000 Penalty: 5427.940430
	Iteration 54Q: 3 clusters Score -7413402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7413411.000000 Penalty: 5427.940430
	Iteration 55Q: 3 clusters Score -7413411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7413416.500000 Penalty: 5427.940430
	Iteration 56Q: 3 clusters Score -7413416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7413423.500000 Penalty: 5427.940430
	Iteration 57Q: 3 clusters Score -7413424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7413425.500000 Penalty: 5427.940430
	Iteration 58Q: 3 clusters Score -7413426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7413425.000000 Penalty: 5427.940430
	Iteration 59Q: 3 clusters Score -7413425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7413428.500000 Penalty: 5427.940430
	Iteration 60F: 3 clusters Score -7413428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7413431.500000 Penalty: 5427.940430
	Iteration 61Q: 3 clusters Score -7413432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7413438.000000 Penalty: 5427.940430
	Iteration 62Q: 3 clusters Score -7413438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7413433.000000 Penalty: 5427.940430
	Iteration 63Q: 3 clusters Score -7413433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7413440.500000 Penalty: 5427.940430
	Iteration 64Q: 3 clusters Score -7413440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7413452.000000 Penalty: 5427.940430
	Iteration 65Q: 3 clusters Score -7413452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7413449.500000 Penalty: 5427.940430
	Iteration 66Q: 3 clusters Score -7413450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7413450.000000 Penalty: 5427.940430
	Iteration 67Q: 3 clusters Score -7413450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7413450.000000 Penalty: 5427.940430
	Iteration 68Q: 3 clusters Score -7413450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7413450.000000 Penalty: 5427.940430
	Iteration 69F: 3 clusters Score -7413450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -1645598.625000 Penalty: 2378.949219
	Iteration 0F: 2 clusters Score -1645599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1635068.625000 Penalty: 4757.898438
	Iteration 0F: 3 clusters Score -1635069 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1638574.000000 Penalty: 4757.898438
	Iteration 1F: 3 clusters Score -1638574 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1639277.000000 Penalty: 4757.898438
	Iteration 2F: 3 clusters Score -1639277 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1640015.125000 Penalty: 4757.898438
	Iteration 3F: 3 clusters Score -1640015 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1640737.250000 Penalty: 4757.898438
	Iteration 4F: 3 clusters Score -1640737 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1641347.375000 Penalty: 4757.898438
	Iteration 5F: 3 clusters Score -1641347 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1641826.625000 Penalty: 4757.898438
	Iteration 6F: 3 clusters Score -1641827 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1642241.750000 Penalty: 4757.898438
	Iteration 7Q: 3 clusters Score -1642242 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1642588.375000 Penalty: 4757.898438
	Iteration 8Q: 3 clusters Score -1642588 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1642891.875000 Penalty: 4757.898438
	Iteration 9Q: 3 clusters Score -1642892 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1643183.500000 Penalty: 4757.898438
	Iteration 10Q: 3 clusters Score -1643184 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1643492.875000 Penalty: 4757.898438
	Iteration 11Q: 3 clusters Score -1643493 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1643795.875000 Penalty: 4757.898438
	Iteration 12Q: 3 clusters Score -1643796 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1644092.125000 Penalty: 4757.898438
	Iteration 13Q: 3 clusters Score -1644092 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1644393.000000 Penalty: 4757.898438
	Iteration 14Q: 3 clusters Score -1644393 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1644642.125000 Penalty: 4757.898438
	Iteration 15Q: 3 clusters Score -1644642 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1644868.500000 Penalty: 4757.898438
	Iteration 16Q: 3 clusters Score -1644868 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1645038.875000 Penalty: 4757.898438
	Iteration 17Q: 3 clusters Score -1645039 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1645179.000000 Penalty: 4757.898438
	Iteration 18Q: 3 clusters Score -1645179 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1645289.250000 Penalty: 4757.898438
	Iteration 19Q: 3 clusters Score -1645289 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1645377.125000 Penalty: 4757.898438
	Iteration 20F: 3 clusters Score -1645377 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1645438.875000 Penalty: 4757.898438
	Iteration 21Q: 3 clusters Score -1645439 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1645491.000000 Penalty: 4757.898438
	Iteration 22Q: 3 clusters Score -1645491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1645524.000000 Penalty: 4757.898438
	Iteration 23Q: 3 clusters Score -1645524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1645562.375000 Penalty: 4757.898438
	Iteration 24Q: 3 clusters Score -1645562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1645587.250000 Penalty: 4757.898438
	Iteration 25Q: 3 clusters Score -1645587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1645615.375000 Penalty: 4757.898438
	Iteration 26Q: 3 clusters Score -1645615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1645625.875000 Penalty: 4757.898438
	Iteration 27Q: 3 clusters Score -1645626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1645633.625000 Penalty: 4757.898438
	Iteration 28Q: 3 clusters Score -1645634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1645642.750000 Penalty: 4757.898438
	Iteration 29Q: 3 clusters Score -1645643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1645648.750000 Penalty: 4757.898438
	Iteration 30Q: 3 clusters Score -1645649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1645645.375000 Penalty: 4757.898438
	Iteration 31Q: 3 clusters Score -1645645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1645646.875000 Penalty: 4757.898438
	Iteration 32Q: 3 clusters Score -1645647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1645658.875000 Penalty: 4757.898438
	Iteration 33Q: 3 clusters Score -1645659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1645666.250000 Penalty: 4757.898438
	Iteration 34Q: 3 clusters Score -1645666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1645663.750000 Penalty: 4757.898438
	Iteration 35Q: 3 clusters Score -1645664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1645669.875000 Penalty: 4757.898438
	Iteration 36Q: 3 clusters Score -1645670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1645674.250000 Penalty: 4757.898438
	Iteration 37Q: 3 clusters Score -1645674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1645673.375000 Penalty: 4757.898438
	Iteration 38Q: 3 clusters Score -1645673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1645677.000000 Penalty: 4757.898438
	Iteration 39Q: 3 clusters Score -1645677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1645673.125000 Penalty: 4757.898438
	Iteration 40F: 3 clusters Score -1645673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1645674.500000 Penalty: 4757.898438
	Iteration 41Q: 3 clusters Score -1645674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1645676.500000 Penalty: 4757.898438
	Iteration 42Q: 3 clusters Score -1645676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1645678.875000 Penalty: 4757.898438
	Iteration 43Q: 3 clusters Score -1645679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1645679.625000 Penalty: 4757.898438
	Iteration 44Q: 3 clusters Score -1645680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1645682.875000 Penalty: 4757.898438
	Iteration 45Q: 3 clusters Score -1645683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1645682.875000 Penalty: 4757.898438
	Iteration 46F: 3 clusters Score -1645683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56581 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343906 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 9504 members 
Entering Unmasked Estep 
Score: -104944360.000000 Penalty: 111635.625000
Splitting cluster 11 changes total score from -104945344.000000 to -104944360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -524911.437500 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -524911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -520818.968750 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -520819 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521762.656250 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -521762.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -522000.875000 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -522000.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -522159.750000 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -522159.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -522292.906250 Penalty: 4150.411133
	Iteration 4Q: 3 clusters Score -522292.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -522394.687500 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -522394.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -522510.593750 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -522510.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -522614.531250 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -522614.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -522714.718750 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -522714.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -522838.687500 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -522838.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -522973.656250 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -522973.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -523133.187500 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -523133.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -523264.468750 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -523264.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -523346.593750 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -523346.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -523417.593750 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -523417.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -523473.656250 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -523473.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -523517.250000 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -523517.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -523546.875000 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -523546.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -523575.031250 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -523575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -523594.468750 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -523594.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -523610.531250 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -523610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -523618.812500 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -523618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -523629.843750 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -523629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -523642.375000 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -523642.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -523650.750000 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -523650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -523658.531250 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -523658.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -523662.500000 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -523662.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -523670.750000 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -523670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -523676.312500 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -523676.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -523680.937500 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -523680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523686.281250 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -523686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -523690.750000 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -523690.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -523698.125000 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -523698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -523704.000000 Penalty: 4150.411133
	Iteration 33Q: 3 clusters Score -523704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -523710.968750 Penalty: 4150.411133
	Iteration 34Q: 3 clusters Score -523711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -523716.031250 Penalty: 4150.411133
	Iteration 35Q: 3 clusters Score -523716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -523719.718750 Penalty: 4150.411133
	Iteration 36Q: 3 clusters Score -523719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -523722.687500 Penalty: 4150.411133
	Iteration 37Q: 3 clusters Score -523722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -523723.156250 Penalty: 4150.411133
	Iteration 38Q: 3 clusters Score -523723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -523724.406250 Penalty: 4150.411133
	Iteration 39Q: 3 clusters Score -523724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -523725.000000 Penalty: 4150.411133
	Iteration 40F: 3 clusters Score -523725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -523725.187500 Penalty: 4150.411133
	Iteration 41Q: 3 clusters Score -523725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -523725.187500 Penalty: 4150.411133
	Iteration 42F: 3 clusters Score -523725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -741936.187500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -741936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -736388.000000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -736388 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -738088.937500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -738088.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -738483.562500 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -738483.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -738742.062500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -738742.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -738942.000000 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -738942 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -739098.750000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -739098.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -739220.250000 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -739220.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -739309.250000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -739309.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -739382.437500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -739382.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -739441.875000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -739441.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -739489.375000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -739489.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -739528.250000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -739528.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -739563.937500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -739563.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -739587.562500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -739587.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -739610.437500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -739610.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -739633.937500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -739633.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -739649.937500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -739649.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -739671.562500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -739671.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -739692.125000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -739692.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -739711.500000 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -739711.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -739727.937500 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -739727.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -739742.750000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -739742.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -739756.062500 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -739756.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -739760.437500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -739760.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -739773.562500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -739773.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -739787.562500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -739787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -739803.625000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -739803.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -739825.187500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -739825.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -739847.750000 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -739847.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -739860.937500 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -739860.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -739877.375000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -739877.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -739897.812500 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -739897.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -739922.125000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -739922.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -739946.437500 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -739946.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -739962.937500 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -739962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -739979.187500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -739979.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -739998.687500 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -739998.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -740021.562500 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -740021.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -740050.125000 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -740050.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -740074.000000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -740074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -740099.812500 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -740099.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -740120.062500 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -740120.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -740142.562500 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -740142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -740157.687500 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -740157.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -740169.125000 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -740169.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -740181.000000 Penalty: 4372.276367
	Iteration 45Q: 3 clusters Score -740181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -740189.500000 Penalty: 4372.276367
	Iteration 46Q: 3 clusters Score -740189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -740194.062500 Penalty: 4372.276367
	Iteration 47Q: 3 clusters Score -740194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -740200.562500 Penalty: 4372.276367
	Iteration 48Q: 3 clusters Score -740200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -740207.687500 Penalty: 4372.276367
	Iteration 49Q: 3 clusters Score -740207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -740214.437500 Penalty: 4372.276367
	Iteration 50Q: 3 clusters Score -740214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -740221.000000 Penalty: 4372.276367
	Iteration 51Q: 3 clusters Score -740221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -740228.312500 Penalty: 4372.276367
	Iteration 52Q: 3 clusters Score -740228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -740231.875000 Penalty: 4372.276367
	Iteration 53Q: 3 clusters Score -740231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -740235.750000 Penalty: 4372.276367
	Iteration 54Q: 3 clusters Score -740235.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -740241.375000 Penalty: 4372.276367
	Iteration 55Q: 3 clusters Score -740241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -740245.187500 Penalty: 4372.276367
	Iteration 56Q: 3 clusters Score -740245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -740248.750000 Penalty: 4372.276367
	Iteration 57Q: 3 clusters Score -740248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -740249.562500 Penalty: 4372.276367
	Iteration 58Q: 3 clusters Score -740249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -740251.500000 Penalty: 4372.276367
	Iteration 59Q: 3 clusters Score -740251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -740256.562500 Penalty: 4372.276367
	Iteration 60F: 3 clusters Score -740256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -740261.375000 Penalty: 4372.276367
	Iteration 61Q: 3 clusters Score -740261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -740267.187500 Penalty: 4372.276367
	Iteration 62Q: 3 clusters Score -740267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -740271.125000 Penalty: 4372.276367
	Iteration 63Q: 3 clusters Score -740271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -740278.437500 Penalty: 4372.276367
	Iteration 64Q: 3 clusters Score -740278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -740282.937500 Penalty: 4372.276367
	Iteration 65Q: 3 clusters Score -740282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -740285.625000 Penalty: 4372.276367
	Iteration 66Q: 3 clusters Score -740285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -740289.250000 Penalty: 4372.276367
	Iteration 67Q: 3 clusters Score -740289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -740291.937500 Penalty: 4372.276367
	Iteration 68Q: 3 clusters Score -740291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -740293.812500 Penalty: 4372.276367
	Iteration 69Q: 3 clusters Score -740293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -740296.625000 Penalty: 4372.276367
	Iteration 70Q: 3 clusters Score -740296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -740298.562500 Penalty: 4372.276367
	Iteration 71Q: 3 clusters Score -740298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -740301.562500 Penalty: 4372.276367
	Iteration 72Q: 3 clusters Score -740301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -740301.687500 Penalty: 4372.276367
	Iteration 73Q: 3 clusters Score -740301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -740304.312500 Penalty: 4372.276367
	Iteration 74Q: 3 clusters Score -740304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -740306.750000 Penalty: 4372.276367
	Iteration 75Q: 3 clusters Score -740306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -740308.062500 Penalty: 4372.276367
	Iteration 76Q: 3 clusters Score -740308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -740309.312500 Penalty: 4372.276367
	Iteration 77Q: 3 clusters Score -740309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -740311.312500 Penalty: 4372.276367
	Iteration 78Q: 3 clusters Score -740311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -740315.937500 Penalty: 4372.276367
	Iteration 79Q: 3 clusters Score -740315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -740315.500000 Penalty: 4372.276367
	Iteration 80F: 3 clusters Score -740315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -740314.500000 Penalty: 4372.276367
	Iteration 81Q: 3 clusters Score -740314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -740316.375000 Penalty: 4372.276367
	Iteration 82Q: 3 clusters Score -740316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -740316.375000 Penalty: 4372.276367
	Iteration 83F: 3 clusters Score -740316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Entering Unmasked Estep 
Score: -5292892.500000 Penalty: 2631.822754
	Iteration 0F: 2 clusters Score -5292892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -5265408.000000 Penalty: 5263.645508
	Iteration 0F: 3 clusters Score -5265408 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5275494.000000 Penalty: 5263.645508
	Iteration 1F: 3 clusters Score -5275494 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5276056.500000 Penalty: 5263.645508
	Iteration 2Q: 3 clusters Score -5276056 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5276643.500000 Penalty: 5263.645508
	Iteration 3Q: 3 clusters Score -5276644 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5277449.500000 Penalty: 5263.645508
	Iteration 4Q: 3 clusters Score -5277450 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5278529.500000 Penalty: 5263.645508
	Iteration 5Q: 3 clusters Score -5278530 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -5280031.000000 Penalty: 5263.645508
	Iteration 6F: 3 clusters Score -5280031 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5282113.500000 Penalty: 5263.645508
	Iteration 7F: 3 clusters Score -5282114 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5284547.500000 Penalty: 5263.645508
	Iteration 8F: 3 clusters Score -5284548 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5286714.500000 Penalty: 5263.645508
	Iteration 9F: 3 clusters Score -5286714 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5288430.500000 Penalty: 5263.645508
	Iteration 10Q: 3 clusters Score -5288430 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5289567.500000 Penalty: 5263.645508
	Iteration 11Q: 3 clusters Score -5289568 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5290146.000000 Penalty: 5263.645508
	Iteration 12Q: 3 clusters Score -5290146 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5290421.500000 Penalty: 5263.645508
	Iteration 13Q: 3 clusters Score -5290422 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5290568.000000 Penalty: 5263.645508
	Iteration 14Q: 3 clusters Score -5290568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5290664.500000 Penalty: 5263.645508
	Iteration 15Q: 3 clusters Score -5290664 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5290735.000000 Penalty: 5263.645508
	Iteration 16Q: 3 clusters Score -5290735 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5290779.000000 Penalty: 5263.645508
	Iteration 17Q: 3 clusters Score -5290779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5290808.000000 Penalty: 5263.645508
	Iteration 18Q: 3 clusters Score -5290808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5290857.000000 Penalty: 5263.645508
	Iteration 19Q: 3 clusters Score -5290857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5290884.000000 Penalty: 5263.645508
	Iteration 20F: 3 clusters Score -5290884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5290895.500000 Penalty: 5263.645508
	Iteration 21Q: 3 clusters Score -5290896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5290912.000000 Penalty: 5263.645508
	Iteration 22Q: 3 clusters Score -5290912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5290916.500000 Penalty: 5263.645508
	Iteration 23Q: 3 clusters Score -5290916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5290920.500000 Penalty: 5263.645508
	Iteration 24Q: 3 clusters Score -5290920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5290925.000000 Penalty: 5263.645508
	Iteration 25Q: 3 clusters Score -5290925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5290926.000000 Penalty: 5263.645508
	Iteration 26Q: 3 clusters Score -5290926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5290933.500000 Penalty: 5263.645508
	Iteration 27Q: 3 clusters Score -5290934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5290932.000000 Penalty: 5263.645508
	Iteration 28Q: 3 clusters Score -5290932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5290941.500000 Penalty: 5263.645508
	Iteration 29Q: 3 clusters Score -5290942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5290941.500000 Penalty: 5263.645508
	Iteration 30Q: 3 clusters Score -5290942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5290943.000000 Penalty: 5263.645508
	Iteration 31Q: 3 clusters Score -5290943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5290946.000000 Penalty: 5263.645508
	Iteration 32Q: 3 clusters Score -5290946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5290946.000000 Penalty: 5263.645508
	Iteration 33Q: 3 clusters Score -5290946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5290946.000000 Penalty: 5263.645508
	Iteration 34F: 3 clusters Score -5290946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -492919.156250 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -492919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -489029.687500 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -489029.7 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -489857.406250 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -489857.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -490072.312500 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -490072.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -490215.437500 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -490215.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -490322.468750 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -490322.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -490392.656250 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -490392.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -490449.718750 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -490449.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -490497.875000 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -490497.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -490543.187500 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -490543.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -490590.468750 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -490590.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -490640.593750 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -490640.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -490694.187500 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -490694.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -490744.593750 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -490744.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -490802.562500 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -490802.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -490857.093750 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -490857.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -490918.093750 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -490918.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490982.031250 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -490982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -491025.875000 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -491025.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -491058.531250 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -491058.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -491091.562500 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -491091.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -491133.750000 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -491133.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -491165.875000 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -491165.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -491196.062500 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -491196.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -491219.406250 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -491219.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -491240.156250 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -491240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -491262.031250 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -491262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -491299.031250 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -491299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -491328.437500 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -491328.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -491349.906250 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -491349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -491377.718750 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -491377.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -491409.500000 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -491409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -491437.843750 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -491437.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -491467.781250 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -491467.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -491501.875000 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -491501.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -491523.812500 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -491523.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -491548.312500 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -491548.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -491571.375000 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -491571.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -491595.093750 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -491595.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -491612.187500 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -491612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -491621.187500 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -491621.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -491635.687500 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -491635.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -491655.593750 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -491655.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -491669.437500 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -491669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -491678.812500 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -491678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -491681.781250 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -491681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -491685.312500 Penalty: 4110.738770
	Iteration 45Q: 3 clusters Score -491685.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -491687.562500 Penalty: 4110.738770
	Iteration 46Q: 3 clusters Score -491687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -491689.468750 Penalty: 4110.738770
	Iteration 47Q: 3 clusters Score -491689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -491689.625000 Penalty: 4110.738770
	Iteration 48Q: 3 clusters Score -491689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -491689.625000 Penalty: 4110.738770
	Iteration 49F: 3 clusters Score -491689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -1477149.250000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -1477149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1468432.500000 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -1468432 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1471132.000000 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -1471132 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1471499.625000 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -1471500 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1471808.500000 Penalty: 4644.121094
	Iteration 3F: 3 clusters Score -1471808 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1472130.250000 Penalty: 4644.121094
	Iteration 4Q: 3 clusters Score -1472130 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1472426.750000 Penalty: 4644.121094
	Iteration 5Q: 3 clusters Score -1472427 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1472693.375000 Penalty: 4644.121094
	Iteration 6Q: 3 clusters Score -1472693 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1472912.125000 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -1472912 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1473079.250000 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -1473079 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1473237.375000 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -1473237 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1473365.500000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -1473366 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1473455.125000 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -1473455 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1473519.000000 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -1473519 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1473569.125000 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -1473569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1473613.500000 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -1473614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1473645.375000 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -1473645 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1473670.375000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -1473670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1473693.625000 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -1473694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1473720.750000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -1473721 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1473746.750000 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -1473747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1473767.125000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -1473767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1473783.500000 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -1473784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1473804.125000 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -1473804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1473827.375000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -1473827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1473853.375000 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -1473853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1473867.125000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -1473867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1473886.875000 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -1473887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1473902.000000 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -1473902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1473920.000000 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -1473920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1473940.750000 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -1473941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1473962.625000 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -1473963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1473991.125000 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -1473991 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1474028.625000 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -1474029 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1474074.500000 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -1474074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1474117.750000 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -1474118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1474160.750000 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -1474161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1474208.250000 Penalty: 4644.121094
	Iteration 36Q: 3 clusters Score -1474208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1474262.250000 Penalty: 4644.121094
	Iteration 37Q: 3 clusters Score -1474262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1474302.750000 Penalty: 4644.121094
	Iteration 38Q: 3 clusters Score -1474303 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1474340.500000 Penalty: 4644.121094
	Iteration 39Q: 3 clusters Score -1474340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1474380.625000 Penalty: 4644.121094
	Iteration 40F: 3 clusters Score -1474381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1474405.750000 Penalty: 4644.121094
	Iteration 41Q: 3 clusters Score -1474406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1474431.250000 Penalty: 4644.121094
	Iteration 42Q: 3 clusters Score -1474431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1474445.875000 Penalty: 4644.121094
	Iteration 43Q: 3 clusters Score -1474446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1474467.500000 Penalty: 4644.121094
	Iteration 44Q: 3 clusters Score -1474468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1474485.375000 Penalty: 4644.121094
	Iteration 45Q: 3 clusters Score -1474485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1474501.375000 Penalty: 4644.121094
	Iteration 46Q: 3 clusters Score -1474501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1474512.250000 Penalty: 4644.121094
	Iteration 47Q: 3 clusters Score -1474512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1474527.375000 Penalty: 4644.121094
	Iteration 48Q: 3 clusters Score -1474527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1474537.500000 Penalty: 4644.121094
	Iteration 49Q: 3 clusters Score -1474538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1474545.250000 Penalty: 4644.121094
	Iteration 50Q: 3 clusters Score -1474545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1474555.250000 Penalty: 4644.121094
	Iteration 51Q: 3 clusters Score -1474555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1474558.750000 Penalty: 4644.121094
	Iteration 52Q: 3 clusters Score -1474559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1474557.000000 Penalty: 4644.121094
	Iteration 53Q: 3 clusters Score -1474557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1474563.750000 Penalty: 4644.121094
	Iteration 54Q: 3 clusters Score -1474564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1474563.250000 Penalty: 4644.121094
	Iteration 55Q: 3 clusters Score -1474563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1474568.625000 Penalty: 4644.121094
	Iteration 56Q: 3 clusters Score -1474569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1474576.125000 Penalty: 4644.121094
	Iteration 57Q: 3 clusters Score -1474576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1474576.250000 Penalty: 4644.121094
	Iteration 58Q: 3 clusters Score -1474576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1474586.750000 Penalty: 4644.121094
	Iteration 59Q: 3 clusters Score -1474587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1474584.625000 Penalty: 4644.121094
	Iteration 60F: 3 clusters Score -1474585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1474588.375000 Penalty: 4644.121094
	Iteration 61Q: 3 clusters Score -1474588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1474587.250000 Penalty: 4644.121094
	Iteration 62Q: 3 clusters Score -1474587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1474590.500000 Penalty: 4644.121094
	Iteration 63Q: 3 clusters Score -1474590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1474596.125000 Penalty: 4644.121094
	Iteration 64Q: 3 clusters Score -1474596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1474598.750000 Penalty: 4644.121094
	Iteration 65Q: 3 clusters Score -1474599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1474607.125000 Penalty: 4644.121094
	Iteration 66Q: 3 clusters Score -1474607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1474608.000000 Penalty: 4644.121094
	Iteration 67Q: 3 clusters Score -1474608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1474607.125000 Penalty: 4644.121094
	Iteration 68Q: 3 clusters Score -1474607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1474612.000000 Penalty: 4644.121094
	Iteration 69Q: 3 clusters Score -1474612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1474612.625000 Penalty: 4644.121094
	Iteration 70Q: 3 clusters Score -1474613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1474617.500000 Penalty: 4644.121094
	Iteration 71Q: 3 clusters Score -1474618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1474616.375000 Penalty: 4644.121094
	Iteration 72Q: 3 clusters Score -1474616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1474616.250000 Penalty: 4644.121094
	Iteration 73Q: 3 clusters Score -1474616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1474619.500000 Penalty: 4644.121094
	Iteration 74Q: 3 clusters Score -1474620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1474629.375000 Penalty: 4644.121094
	Iteration 75Q: 3 clusters Score -1474629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1474628.125000 Penalty: 4644.121094
	Iteration 76Q: 3 clusters Score -1474628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1474633.500000 Penalty: 4644.121094
	Iteration 77Q: 3 clusters Score -1474634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1474634.375000 Penalty: 4644.121094
	Iteration 78Q: 3 clusters Score -1474634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1474634.750000 Penalty: 4644.121094
	Iteration 79Q: 3 clusters Score -1474635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1474638.125000 Penalty: 4644.121094
	Iteration 80F: 3 clusters Score -1474638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1474638.125000 Penalty: 4644.121094
	Iteration 81Q: 3 clusters Score -1474638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1474648.250000 Penalty: 4644.121094
	Iteration 82Q: 3 clusters Score -1474648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1474651.375000 Penalty: 4644.121094
	Iteration 83Q: 3 clusters Score -1474651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1474658.125000 Penalty: 4644.121094
	Iteration 84Q: 3 clusters Score -1474658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1474665.250000 Penalty: 4644.121094
	Iteration 85Q: 3 clusters Score -1474665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1474669.375000 Penalty: 4644.121094
	Iteration 86Q: 3 clusters Score -1474669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1474672.750000 Penalty: 4644.121094
	Iteration 87Q: 3 clusters Score -1474673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1474678.375000 Penalty: 4644.121094
	Iteration 88Q: 3 clusters Score -1474678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1474690.375000 Penalty: 4644.121094
	Iteration 89Q: 3 clusters Score -1474690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1474703.125000 Penalty: 4644.121094
	Iteration 90Q: 3 clusters Score -1474703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1474714.125000 Penalty: 4644.121094
	Iteration 91Q: 3 clusters Score -1474714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1474716.750000 Penalty: 4644.121094
	Iteration 92Q: 3 clusters Score -1474717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1474729.250000 Penalty: 4644.121094
	Iteration 93Q: 3 clusters Score -1474729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1474740.500000 Penalty: 4644.121094
	Iteration 94Q: 3 clusters Score -1474740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1474749.250000 Penalty: 4644.121094
	Iteration 95Q: 3 clusters Score -1474749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1474756.750000 Penalty: 4644.121094
	Iteration 96Q: 3 clusters Score -1474757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1474767.250000 Penalty: 4644.121094
	Iteration 97Q: 3 clusters Score -1474767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1474777.875000 Penalty: 4644.121094
	Iteration 98Q: 3 clusters Score -1474778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1474783.625000 Penalty: 4644.121094
	Iteration 99Q: 3 clusters Score -1474784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1474797.625000 Penalty: 4644.121094
	Iteration 100F: 3 clusters Score -1474798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1474806.000000 Penalty: 4644.121094
	Iteration 101Q: 3 clusters Score -1474806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1474810.125000 Penalty: 4644.121094
	Iteration 102Q: 3 clusters Score -1474810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1474820.625000 Penalty: 4644.121094
	Iteration 103Q: 3 clusters Score -1474821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1474836.125000 Penalty: 4644.121094
	Iteration 104Q: 3 clusters Score -1474836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1474844.750000 Penalty: 4644.121094
	Iteration 105Q: 3 clusters Score -1474845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1474852.500000 Penalty: 4644.121094
	Iteration 106Q: 3 clusters Score -1474852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1474861.375000 Penalty: 4644.121094
	Iteration 107Q: 3 clusters Score -1474861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1474865.000000 Penalty: 4644.121094
	Iteration 108Q: 3 clusters Score -1474865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1474877.750000 Penalty: 4644.121094
	Iteration 109Q: 3 clusters Score -1474878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1474886.125000 Penalty: 4644.121094
	Iteration 110Q: 3 clusters Score -1474886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1474889.375000 Penalty: 4644.121094
	Iteration 111Q: 3 clusters Score -1474889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1474893.625000 Penalty: 4644.121094
	Iteration 112Q: 3 clusters Score -1474894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1474895.500000 Penalty: 4644.121094
	Iteration 113Q: 3 clusters Score -1474896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1474902.000000 Penalty: 4644.121094
	Iteration 114Q: 3 clusters Score -1474902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1474907.000000 Penalty: 4644.121094
	Iteration 115Q: 3 clusters Score -1474907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1474910.875000 Penalty: 4644.121094
	Iteration 116Q: 3 clusters Score -1474911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1474913.625000 Penalty: 4644.121094
	Iteration 117Q: 3 clusters Score -1474914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1474917.625000 Penalty: 4644.121094
	Iteration 118Q: 3 clusters Score -1474918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1474923.500000 Penalty: 4644.121094
	Iteration 119Q: 3 clusters Score -1474924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1474927.125000 Penalty: 4644.121094
	Iteration 120F: 3 clusters Score -1474927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1474934.875000 Penalty: 4644.121094
	Iteration 121Q: 3 clusters Score -1474935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1474939.875000 Penalty: 4644.121094
	Iteration 122Q: 3 clusters Score -1474940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1474942.750000 Penalty: 4644.121094
	Iteration 123Q: 3 clusters Score -1474943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1474945.000000 Penalty: 4644.121094
	Iteration 124Q: 3 clusters Score -1474945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1474949.375000 Penalty: 4644.121094
	Iteration 125Q: 3 clusters Score -1474949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1474950.875000 Penalty: 4644.121094
	Iteration 126Q: 3 clusters Score -1474951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1474955.125000 Penalty: 4644.121094
	Iteration 127Q: 3 clusters Score -1474955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1474962.750000 Penalty: 4644.121094
	Iteration 128Q: 3 clusters Score -1474963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1474963.250000 Penalty: 4644.121094
	Iteration 129Q: 3 clusters Score -1474963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1474964.125000 Penalty: 4644.121094
	Iteration 130Q: 3 clusters Score -1474964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1474966.000000 Penalty: 4644.121094
	Iteration 131Q: 3 clusters Score -1474966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1474968.625000 Penalty: 4644.121094
	Iteration 132Q: 3 clusters Score -1474969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1474973.500000 Penalty: 4644.121094
	Iteration 133Q: 3 clusters Score -1474974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1474972.250000 Penalty: 4644.121094
	Iteration 134Q: 3 clusters Score -1474972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1474975.875000 Penalty: 4644.121094
	Iteration 135Q: 3 clusters Score -1474976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1474973.625000 Penalty: 4644.121094
	Iteration 136Q: 3 clusters Score -1474974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1474975.250000 Penalty: 4644.121094
	Iteration 137Q: 3 clusters Score -1474975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1474976.125000 Penalty: 4644.121094
	Iteration 138Q: 3 clusters Score -1474976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1474976.750000 Penalty: 4644.121094
	Iteration 139Q: 3 clusters Score -1474977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1474978.500000 Penalty: 4644.121094
	Iteration 140F: 3 clusters Score -1474978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1474980.375000 Penalty: 4644.121094
	Iteration 141Q: 3 clusters Score -1474980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1474981.250000 Penalty: 4644.121094
	Iteration 142Q: 3 clusters Score -1474981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1474983.750000 Penalty: 4644.121094
	Iteration 143Q: 3 clusters Score -1474984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1474985.750000 Penalty: 4644.121094
	Iteration 144Q: 3 clusters Score -1474986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1474984.625000 Penalty: 4644.121094
	Iteration 145Q: 3 clusters Score -1474985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1474988.125000 Penalty: 4644.121094
	Iteration 146Q: 3 clusters Score -1474988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1474989.375000 Penalty: 4644.121094
	Iteration 147Q: 3 clusters Score -1474989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1474991.500000 Penalty: 4644.121094
	Iteration 148Q: 3 clusters Score -1474992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1474990.875000 Penalty: 4644.121094
	Iteration 149Q: 3 clusters Score -1474991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1474997.125000 Penalty: 4644.121094
	Iteration 150Q: 3 clusters Score -1474997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1474995.875000 Penalty: 4644.121094
	Iteration 151Q: 3 clusters Score -1474996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1474998.875000 Penalty: 4644.121094
	Iteration 152Q: 3 clusters Score -1474999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1474998.000000 Penalty: 4644.121094
	Iteration 153Q: 3 clusters Score -1474998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1474999.250000 Penalty: 4644.121094
	Iteration 154Q: 3 clusters Score -1474999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1475003.000000 Penalty: 4644.121094
	Iteration 155Q: 3 clusters Score -1475003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1475000.750000 Penalty: 4644.121094
	Iteration 156Q: 3 clusters Score -1475001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1475001.125000 Penalty: 4644.121094
	Iteration 157Q: 3 clusters Score -1475001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1475001.125000 Penalty: 4644.121094
	Iteration 158Q: 3 clusters Score -1475001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1475001.125000 Penalty: 4644.121094
	Iteration 159F: 3 clusters Score -1475001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -451159.875000 Penalty: 2028.441650
	Iteration 0F: 2 clusters Score -451159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -447530.187500 Penalty: 4056.883301
	Iteration 0F: 3 clusters Score -447530.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -448331.312500 Penalty: 4056.883301
	Iteration 1F: 3 clusters Score -448331.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -448481.031250 Penalty: 4056.883301
	Iteration 2F: 3 clusters Score -448481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -448568.062500 Penalty: 4056.883301
	Iteration 3Q: 3 clusters Score -448568.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -448623.125000 Penalty: 4056.883301
	Iteration 4Q: 3 clusters Score -448623.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -448657.531250 Penalty: 4056.883301
	Iteration 5Q: 3 clusters Score -448657.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -448690.406250 Penalty: 4056.883301
	Iteration 6Q: 3 clusters Score -448690.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -448711.375000 Penalty: 4056.883301
	Iteration 7Q: 3 clusters Score -448711.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -448728.031250 Penalty: 4056.883301
	Iteration 8Q: 3 clusters Score -448728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -448746.750000 Penalty: 4056.883301
	Iteration 9Q: 3 clusters Score -448746.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -448761.031250 Penalty: 4056.883301
	Iteration 10Q: 3 clusters Score -448761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -448772.625000 Penalty: 4056.883301
	Iteration 11Q: 3 clusters Score -448772.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -448787.781250 Penalty: 4056.883301
	Iteration 12Q: 3 clusters Score -448787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -448799.875000 Penalty: 4056.883301
	Iteration 13Q: 3 clusters Score -448799.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -448806.562500 Penalty: 4056.883301
	Iteration 14Q: 3 clusters Score -448806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -448811.843750 Penalty: 4056.883301
	Iteration 15Q: 3 clusters Score -448811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -448816.875000 Penalty: 4056.883301
	Iteration 16Q: 3 clusters Score -448816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -448822.718750 Penalty: 4056.883301
	Iteration 17Q: 3 clusters Score -448822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -448830.156250 Penalty: 4056.883301
	Iteration 18Q: 3 clusters Score -448830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -448833.750000 Penalty: 4056.883301
	Iteration 19Q: 3 clusters Score -448833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -448839.718750 Penalty: 4056.883301
	Iteration 20F: 3 clusters Score -448839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -448840.562500 Penalty: 4056.883301
	Iteration 21Q: 3 clusters Score -448840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -448844.187500 Penalty: 4056.883301
	Iteration 22Q: 3 clusters Score -448844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -448847.656250 Penalty: 4056.883301
	Iteration 23Q: 3 clusters Score -448847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -448851.781250 Penalty: 4056.883301
	Iteration 24Q: 3 clusters Score -448851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -448854.968750 Penalty: 4056.883301
	Iteration 25Q: 3 clusters Score -448855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -448858.906250 Penalty: 4056.883301
	Iteration 26Q: 3 clusters Score -448858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -448863.843750 Penalty: 4056.883301
	Iteration 27Q: 3 clusters Score -448863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -448873.000000 Penalty: 4056.883301
	Iteration 28Q: 3 clusters Score -448873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -448879.937500 Penalty: 4056.883301
	Iteration 29Q: 3 clusters Score -448879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -448887.281250 Penalty: 4056.883301
	Iteration 30Q: 3 clusters Score -448887.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -448896.625000 Penalty: 4056.883301
	Iteration 31Q: 3 clusters Score -448896.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -448909.000000 Penalty: 4056.883301
	Iteration 32Q: 3 clusters Score -448909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -448921.562500 Penalty: 4056.883301
	Iteration 33Q: 3 clusters Score -448921.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -448939.218750 Penalty: 4056.883301
	Iteration 34Q: 3 clusters Score -448939.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -448965.750000 Penalty: 4056.883301
	Iteration 35Q: 3 clusters Score -448965.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -449007.437500 Penalty: 4056.883301
	Iteration 36Q: 3 clusters Score -449007.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -449049.531250 Penalty: 4056.883301
	Iteration 37Q: 3 clusters Score -449049.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -449094.312500 Penalty: 4056.883301
	Iteration 38Q: 3 clusters Score -449094.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -449147.218750 Penalty: 4056.883301
	Iteration 39Q: 3 clusters Score -449147.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -449201.750000 Penalty: 4056.883301
	Iteration 40F: 3 clusters Score -449201.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449256.406250 Penalty: 4056.883301
	Iteration 41Q: 3 clusters Score -449256.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -449290.250000 Penalty: 4056.883301
	Iteration 42Q: 3 clusters Score -449290.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -449321.781250 Penalty: 4056.883301
	Iteration 43Q: 3 clusters Score -449321.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -449355.218750 Penalty: 4056.883301
	Iteration 44Q: 3 clusters Score -449355.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -449386.250000 Penalty: 4056.883301
	Iteration 45Q: 3 clusters Score -449386.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449426.812500 Penalty: 4056.883301
	Iteration 46Q: 3 clusters Score -449426.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -449476.625000 Penalty: 4056.883301
	Iteration 47Q: 3 clusters Score -449476.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -449529.656250 Penalty: 4056.883301
	Iteration 48Q: 3 clusters Score -449529.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -449584.375000 Penalty: 4056.883301
	Iteration 49Q: 3 clusters Score -449584.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -449647.718750 Penalty: 4056.883301
	Iteration 50Q: 3 clusters Score -449647.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -449723.281250 Penalty: 4056.883301
	Iteration 51Q: 3 clusters Score -449723.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -449789.562500 Penalty: 4056.883301
	Iteration 52Q: 3 clusters Score -449789.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -449835.781250 Penalty: 4056.883301
	Iteration 53Q: 3 clusters Score -449835.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -449867.312500 Penalty: 4056.883301
	Iteration 54Q: 3 clusters Score -449867.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -449898.656250 Penalty: 4056.883301
	Iteration 55Q: 3 clusters Score -449898.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -449925.562500 Penalty: 4056.883301
	Iteration 56Q: 3 clusters Score -449925.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -449949.500000 Penalty: 4056.883301
	Iteration 57Q: 3 clusters Score -449949.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -449967.812500 Penalty: 4056.883301
	Iteration 58Q: 3 clusters Score -449967.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -449978.937500 Penalty: 4056.883301
	Iteration 59Q: 3 clusters Score -449978.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -449995.750000 Penalty: 4056.883301
	Iteration 60F: 3 clusters Score -449995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -450019.125000 Penalty: 4056.883301
	Iteration 61Q: 3 clusters Score -450019.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -450037.812500 Penalty: 4056.883301
	Iteration 62Q: 3 clusters Score -450037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -450052.468750 Penalty: 4056.883301
	Iteration 63Q: 3 clusters Score -450052.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -450066.187500 Penalty: 4056.883301
	Iteration 64Q: 3 clusters Score -450066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -450071.937500 Penalty: 4056.883301
	Iteration 65Q: 3 clusters Score -450071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -450078.531250 Penalty: 4056.883301
	Iteration 66Q: 3 clusters Score -450078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -450085.031250 Penalty: 4056.883301
	Iteration 67Q: 3 clusters Score -450085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -450092.000000 Penalty: 4056.883301
	Iteration 68Q: 3 clusters Score -450092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -450099.968750 Penalty: 4056.883301
	Iteration 69Q: 3 clusters Score -450100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -450109.500000 Penalty: 4056.883301
	Iteration 70Q: 3 clusters Score -450109.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -450119.906250 Penalty: 4056.883301
	Iteration 71Q: 3 clusters Score -450119.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -450129.937500 Penalty: 4056.883301
	Iteration 72Q: 3 clusters Score -450129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -450140.531250 Penalty: 4056.883301
	Iteration 73Q: 3 clusters Score -450140.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -450161.750000 Penalty: 4056.883301
	Iteration 74Q: 3 clusters Score -450161.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -450190.875000 Penalty: 4056.883301
	Iteration 75Q: 3 clusters Score -450190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450206.187500 Penalty: 4056.883301
	Iteration 76Q: 3 clusters Score -450206.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -450226.500000 Penalty: 4056.883301
	Iteration 77Q: 3 clusters Score -450226.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -450242.750000 Penalty: 4056.883301
	Iteration 78Q: 3 clusters Score -450242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -450251.687500 Penalty: 4056.883301
	Iteration 79Q: 3 clusters Score -450251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -450259.250000 Penalty: 4056.883301
	Iteration 80F: 3 clusters Score -450259.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -450266.906250 Penalty: 4056.883301
	Iteration 81Q: 3 clusters Score -450266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -450270.937500 Penalty: 4056.883301
	Iteration 82Q: 3 clusters Score -450270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -450273.437500 Penalty: 4056.883301
	Iteration 83Q: 3 clusters Score -450273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -450275.312500 Penalty: 4056.883301
	Iteration 84Q: 3 clusters Score -450275.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -450276.125000 Penalty: 4056.883301
	Iteration 85Q: 3 clusters Score -450276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -450277.562500 Penalty: 4056.883301
	Iteration 86Q: 3 clusters Score -450277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -450278.031250 Penalty: 4056.883301
	Iteration 87Q: 3 clusters Score -450278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -450278.468750 Penalty: 4056.883301
	Iteration 88Q: 3 clusters Score -450278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -450278.468750 Penalty: 4056.883301
	Iteration 89F: 3 clusters Score -450278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Entering Unmasked Estep 
Score: -6806332.000000 Penalty: 2691.874756
	Iteration 0F: 2 clusters Score -6806332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -6771530.000000 Penalty: 5383.749512
	Iteration 0F: 3 clusters Score -6771530 nChanged 23958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6785124.500000 Penalty: 5383.749512
	Iteration 1F: 3 clusters Score -6785124 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -6785636.000000 Penalty: 5383.749512
	Iteration 2Q: 3 clusters Score -6785636 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6786167.000000 Penalty: 5383.749512
	Iteration 3Q: 3 clusters Score -6786167 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6786759.500000 Penalty: 5383.749512
	Iteration 4Q: 3 clusters Score -6786760 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -6787475.000000 Penalty: 5383.749512
	Iteration 5Q: 3 clusters Score -6787475 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -6788365.500000 Penalty: 5383.749512
	Iteration 6Q: 3 clusters Score -6788366 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -6789638.000000 Penalty: 5383.749512
	Iteration 7Q: 3 clusters Score -6789638 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -6791244.000000 Penalty: 5383.749512
	Iteration 8F: 3 clusters Score -6791244 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -6793176.500000 Penalty: 5383.749512
	Iteration 9F: 3 clusters Score -6793176 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -6795245.500000 Penalty: 5383.749512
	Iteration 10F: 3 clusters Score -6795246 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -6797170.000000 Penalty: 5383.749512
	Iteration 11F: 3 clusters Score -6797170 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6798650.500000 Penalty: 5383.749512
	Iteration 12Q: 3 clusters Score -6798650 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6799730.500000 Penalty: 5383.749512
	Iteration 13Q: 3 clusters Score -6799730 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6800507.000000 Penalty: 5383.749512
	Iteration 14Q: 3 clusters Score -6800507 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6801148.500000 Penalty: 5383.749512
	Iteration 15Q: 3 clusters Score -6801148 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6801719.500000 Penalty: 5383.749512
	Iteration 16Q: 3 clusters Score -6801720 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -6802261.000000 Penalty: 5383.749512
	Iteration 17Q: 3 clusters Score -6802261 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6802769.000000 Penalty: 5383.749512
	Iteration 18Q: 3 clusters Score -6802769 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6803146.500000 Penalty: 5383.749512
	Iteration 19Q: 3 clusters Score -6803146 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6803426.000000 Penalty: 5383.749512
	Iteration 20F: 3 clusters Score -6803426 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6803562.500000 Penalty: 5383.749512
	Iteration 21Q: 3 clusters Score -6803562 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6803676.500000 Penalty: 5383.749512
	Iteration 22Q: 3 clusters Score -6803676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6803768.500000 Penalty: 5383.749512
	Iteration 23Q: 3 clusters Score -6803768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6803826.500000 Penalty: 5383.749512
	Iteration 24Q: 3 clusters Score -6803826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -6803883.500000 Penalty: 5383.749512
	Iteration 25Q: 3 clusters Score -6803884 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6803916.000000 Penalty: 5383.749512
	Iteration 26Q: 3 clusters Score -6803916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -6803938.000000 Penalty: 5383.749512
	Iteration 27Q: 3 clusters Score -6803938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6803946.000000 Penalty: 5383.749512
	Iteration 28Q: 3 clusters Score -6803946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6803980.500000 Penalty: 5383.749512
	Iteration 29Q: 3 clusters Score -6803980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6804006.500000 Penalty: 5383.749512
	Iteration 30Q: 3 clusters Score -6804006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -6804030.000000 Penalty: 5383.749512
	Iteration 31Q: 3 clusters Score -6804030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -6804040.000000 Penalty: 5383.749512
	Iteration 32Q: 3 clusters Score -6804040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -6804061.000000 Penalty: 5383.749512
	Iteration 33Q: 3 clusters Score -6804061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6804101.000000 Penalty: 5383.749512
	Iteration 34Q: 3 clusters Score -6804101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6804122.000000 Penalty: 5383.749512
	Iteration 35Q: 3 clusters Score -6804122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -6804140.000000 Penalty: 5383.749512
	Iteration 36Q: 3 clusters Score -6804140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6804133.000000 Penalty: 5383.749512
	Iteration 37Q: 3 clusters Score -6804133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6804150.000000 Penalty: 5383.749512
	Iteration 38Q: 3 clusters Score -6804150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6804163.500000 Penalty: 5383.749512
	Iteration 39Q: 3 clusters Score -6804164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -6804169.000000 Penalty: 5383.749512
	Iteration 40F: 3 clusters Score -6804169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6804188.000000 Penalty: 5383.749512
	Iteration 41Q: 3 clusters Score -6804188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -6804199.000000 Penalty: 5383.749512
	Iteration 42Q: 3 clusters Score -6804199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6804196.500000 Penalty: 5383.749512
	Iteration 43Q: 3 clusters Score -6804196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6804192.000000 Penalty: 5383.749512
	Iteration 44Q: 3 clusters Score -6804192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -6804204.500000 Penalty: 5383.749512
	Iteration 45Q: 3 clusters Score -6804204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -6804207.500000 Penalty: 5383.749512
	Iteration 46Q: 3 clusters Score -6804208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6804204.000000 Penalty: 5383.749512
	Iteration 47Q: 3 clusters Score -6804204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -6804203.000000 Penalty: 5383.749512
	Iteration 48Q: 3 clusters Score -6804203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6804204.500000 Penalty: 5383.749512
	Iteration 49Q: 3 clusters Score -6804204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6804212.000000 Penalty: 5383.749512
	Iteration 50Q: 3 clusters Score -6804212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6804207.000000 Penalty: 5383.749512
	Iteration 51Q: 3 clusters Score -6804207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6804222.000000 Penalty: 5383.749512
	Iteration 52Q: 3 clusters Score -6804222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6804225.000000 Penalty: 5383.749512
	Iteration 53Q: 3 clusters Score -6804225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6804226.000000 Penalty: 5383.749512
	Iteration 54Q: 3 clusters Score -6804226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6804219.500000 Penalty: 5383.749512
	Iteration 55Q: 3 clusters Score -6804220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -6804229.000000 Penalty: 5383.749512
	Iteration 56Q: 3 clusters Score -6804229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6804225.000000 Penalty: 5383.749512
	Iteration 57Q: 3 clusters Score -6804225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -6804230.000000 Penalty: 5383.749512
	Iteration 58Q: 3 clusters Score -6804230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6804231.500000 Penalty: 5383.749512
	Iteration 59Q: 3 clusters Score -6804232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6804235.500000 Penalty: 5383.749512
	Iteration 60F: 3 clusters Score -6804236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6804243.000000 Penalty: 5383.749512
	Iteration 61Q: 3 clusters Score -6804243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6804239.500000 Penalty: 5383.749512
	Iteration 62Q: 3 clusters Score -6804240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -6804232.500000 Penalty: 5383.749512
	Iteration 63Q: 3 clusters Score -6804232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6804226.000000 Penalty: 5383.749512
	Iteration 64Q: 3 clusters Score -6804226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -6804231.000000 Penalty: 5383.749512
	Iteration 65Q: 3 clusters Score -6804231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6804227.000000 Penalty: 5383.749512
	Iteration 66Q: 3 clusters Score -6804227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6804224.500000 Penalty: 5383.749512
	Iteration 67Q: 3 clusters Score -6804224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -6804240.000000 Penalty: 5383.749512
	Iteration 68Q: 3 clusters Score -6804240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6804236.000000 Penalty: 5383.749512
	Iteration 69Q: 3 clusters Score -6804236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6804238.500000 Penalty: 5383.749512
	Iteration 70Q: 3 clusters Score -6804238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6804234.500000 Penalty: 5383.749512
	Iteration 71Q: 3 clusters Score -6804234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6804241.500000 Penalty: 5383.749512
	Iteration 72Q: 3 clusters Score -6804242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6804247.000000 Penalty: 5383.749512
	Iteration 73Q: 3 clusters Score -6804247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6804241.500000 Penalty: 5383.749512
	Iteration 74Q: 3 clusters Score -6804242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -6804245.000000 Penalty: 5383.749512
	Iteration 75Q: 3 clusters Score -6804245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6804247.000000 Penalty: 5383.749512
	Iteration 76Q: 3 clusters Score -6804247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6804246.500000 Penalty: 5383.749512
	Iteration 77Q: 3 clusters Score -6804246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -6804246.000000 Penalty: 5383.749512
	Iteration 78Q: 3 clusters Score -6804246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6804252.500000 Penalty: 5383.749512
	Iteration 79Q: 3 clusters Score -6804252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6804252.500000 Penalty: 5383.749512
	Iteration 80F: 3 clusters Score -6804252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6804252.000000 Penalty: 5383.749512
	Iteration 81Q: 3 clusters Score -6804252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -6804254.000000 Penalty: 5383.749512
	Iteration 82Q: 3 clusters Score -6804254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -6804255.000000 Penalty: 5383.749512
	Iteration 83Q: 3 clusters Score -6804255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -6804245.000000 Penalty: 5383.749512
	Iteration 84Q: 3 clusters Score -6804245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6804244.000000 Penalty: 5383.749512
	Iteration 85Q: 3 clusters Score -6804244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6804244.000000 Penalty: 5383.749512
	Iteration 86F: 3 clusters Score -6804244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Entering Unmasked Estep 
Score: -2086762.625000 Penalty: 2410.094238
	Iteration 0F: 2 clusters Score -2086763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2074888.750000 Penalty: 4820.188477
	Iteration 0F: 3 clusters Score -2074889 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2078824.125000 Penalty: 4820.188477
	Iteration 1F: 3 clusters Score -2078824 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2079266.875000 Penalty: 4820.188477
	Iteration 2F: 3 clusters Score -2079267 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2079666.375000 Penalty: 4820.188477
	Iteration 3F: 3 clusters Score -2079666 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2080100.625000 Penalty: 4820.188477
	Iteration 4Q: 3 clusters Score -2080101 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2080634.250000 Penalty: 4820.188477
	Iteration 5Q: 3 clusters Score -2080634 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2081278.500000 Penalty: 4820.188477
	Iteration 6F: 3 clusters Score -2081278 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2081978.875000 Penalty: 4820.188477
	Iteration 7F: 3 clusters Score -2081979 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2082609.500000 Penalty: 4820.188477
	Iteration 8F: 3 clusters Score -2082610 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2083051.500000 Penalty: 4820.188477
	Iteration 9Q: 3 clusters Score -2083052 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2083377.250000 Penalty: 4820.188477
	Iteration 10Q: 3 clusters Score -2083377 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2083675.625000 Penalty: 4820.188477
	Iteration 11Q: 3 clusters Score -2083676 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2083963.750000 Penalty: 4820.188477
	Iteration 12Q: 3 clusters Score -2083964 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2084200.625000 Penalty: 4820.188477
	Iteration 13Q: 3 clusters Score -2084201 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2084475.625000 Penalty: 4820.188477
	Iteration 14Q: 3 clusters Score -2084476 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2084783.500000 Penalty: 4820.188477
	Iteration 15Q: 3 clusters Score -2084784 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2085123.750000 Penalty: 4820.188477
	Iteration 16Q: 3 clusters Score -2085124 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2085404.625000 Penalty: 4820.188477
	Iteration 17Q: 3 clusters Score -2085405 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2085652.000000 Penalty: 4820.188477
	Iteration 18Q: 3 clusters Score -2085652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2085842.125000 Penalty: 4820.188477
	Iteration 19Q: 3 clusters Score -2085842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2086020.625000 Penalty: 4820.188477
	Iteration 20F: 3 clusters Score -2086021 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2086120.500000 Penalty: 4820.188477
	Iteration 21Q: 3 clusters Score -2086120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2086189.875000 Penalty: 4820.188477
	Iteration 22Q: 3 clusters Score -2086190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2086233.000000 Penalty: 4820.188477
	Iteration 23Q: 3 clusters Score -2086233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2086276.500000 Penalty: 4820.188477
	Iteration 24Q: 3 clusters Score -2086276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2086293.875000 Penalty: 4820.188477
	Iteration 25Q: 3 clusters Score -2086294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2086304.875000 Penalty: 4820.188477
	Iteration 26Q: 3 clusters Score -2086305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2086318.250000 Penalty: 4820.188477
	Iteration 27Q: 3 clusters Score -2086318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2086325.250000 Penalty: 4820.188477
	Iteration 28Q: 3 clusters Score -2086325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2086331.500000 Penalty: 4820.188477
	Iteration 29Q: 3 clusters Score -2086332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2086335.750000 Penalty: 4820.188477
	Iteration 30Q: 3 clusters Score -2086336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2086339.250000 Penalty: 4820.188477
	Iteration 31Q: 3 clusters Score -2086339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2086339.750000 Penalty: 4820.188477
	Iteration 32Q: 3 clusters Score -2086340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2086339.750000 Penalty: 4820.188477
	Iteration 33Q: 3 clusters Score -2086340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2086343.250000 Penalty: 4820.188477
	Iteration 34Q: 3 clusters Score -2086343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2086344.875000 Penalty: 4820.188477
	Iteration 35Q: 3 clusters Score -2086345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2086344.875000 Penalty: 4820.188477
	Iteration 36F: 3 clusters Score -2086345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -922982.375000 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -922982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -916339.312500 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -916339.3 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -918487.687500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -918487.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -919103.312500 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -919103.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -919665.375000 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -919665.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -920365.750000 Penalty: 4486.375488
	Iteration 4F: 3 clusters Score -920365.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -921062.625000 Penalty: 4486.375488
	Iteration 5F: 3 clusters Score -921062.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -921476.875000 Penalty: 4486.375488
	Iteration 6F: 3 clusters Score -921476.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -921734.062500 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -921734.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -921910.687500 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -921910.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -922042.312500 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -922042.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -922144.000000 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -922144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -922244.312500 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -922244.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -922320.812500 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -922320.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -922403.750000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -922403.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -922473.000000 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -922473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -922514.562500 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -922514.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -922536.250000 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -922536.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -922549.812500 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -922549.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -922561.437500 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -922561.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -922574.500000 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -922574.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -922582.062500 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -922582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -922589.062500 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -922589.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -922595.062500 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -922595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -922600.500000 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -922600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -922605.937500 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -922605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -922605.625000 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -922605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -922606.937500 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -922606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -922606.437500 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -922606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -922608.062500 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -922608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -922608.500000 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -922608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -922610.875000 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -922610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -922613.250000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -922613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -922613.562500 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -922613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -922613.250000 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -922613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -922612.437500 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -922612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -922613.562500 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -922613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -922615.937500 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -922615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -922618.625000 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -922618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -922621.062500 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -922621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -922622.625000 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -922622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -922623.375000 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -922623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -922629.500000 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -922629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -922634.812500 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -922634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -922641.562500 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -922641.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -922645.875000 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -922645.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -922650.375000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -922650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -922652.375000 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -922652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -922651.812500 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -922651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -922651.500000 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -922651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -922655.562500 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -922655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -922656.437500 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -922656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -922659.812500 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -922659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -922662.000000 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -922662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -922665.812500 Penalty: 4486.375488
	Iteration 53Q: 3 clusters Score -922665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -922669.125000 Penalty: 4486.375488
	Iteration 54Q: 3 clusters Score -922669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -922674.562500 Penalty: 4486.375488
	Iteration 55Q: 3 clusters Score -922674.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -922679.000000 Penalty: 4486.375488
	Iteration 56Q: 3 clusters Score -922679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -922679.250000 Penalty: 4486.375488
	Iteration 57Q: 3 clusters Score -922679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -922677.812500 Penalty: 4486.375488
	Iteration 58Q: 3 clusters Score -922677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -922677.937500 Penalty: 4486.375488
	Iteration 59Q: 3 clusters Score -922677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -922679.750000 Penalty: 4486.375488
	Iteration 60F: 3 clusters Score -922679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -922683.500000 Penalty: 4486.375488
	Iteration 61Q: 3 clusters Score -922683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -922687.375000 Penalty: 4486.375488
	Iteration 62Q: 3 clusters Score -922687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -922688.812500 Penalty: 4486.375488
	Iteration 63Q: 3 clusters Score -922688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -922692.750000 Penalty: 4486.375488
	Iteration 64Q: 3 clusters Score -922692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -922696.375000 Penalty: 4486.375488
	Iteration 65Q: 3 clusters Score -922696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -922701.750000 Penalty: 4486.375488
	Iteration 66Q: 3 clusters Score -922701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -922702.312500 Penalty: 4486.375488
	Iteration 67Q: 3 clusters Score -922702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -922705.375000 Penalty: 4486.375488
	Iteration 68Q: 3 clusters Score -922705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -922705.562500 Penalty: 4486.375488
	Iteration 69Q: 3 clusters Score -922705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -922705.562500 Penalty: 4486.375488
	Iteration 70F: 3 clusters Score -922705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (343906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343906 members 
Entering Unmasked Estep 
Score: -44557996.000000 Penalty: 3161.534668
	Iteration 0F: 2 clusters Score -4.4558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -44353088.000000 Penalty: 6323.069336
	Iteration 0F: 3 clusters Score -4.435309e+07 nChanged 166640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -44452004.000000 Penalty: 6323.069336
	Iteration 1F: 3 clusters Score -4.4452e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -44454408.000000 Penalty: 6323.069336
	Iteration 2Q: 3 clusters Score -4.445441e+07 nChanged 14124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208926 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -44458568.000000 Penalty: 6323.069336
	Iteration 3Q: 3 clusters Score -4.445857e+07 nChanged 19540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227684 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -44466224.000000 Penalty: 6323.069336
	Iteration 4F: 3 clusters Score -4.446622e+07 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252323 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -44479228.000000 Penalty: 6323.069336
	Iteration 5F: 3 clusters Score -4.447923e+07 nChanged 28204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280337 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -44498868.000000 Penalty: 6323.069336
	Iteration 6F: 3 clusters Score -4.449887e+07 nChanged 25871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306116 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -44517508.000000 Penalty: 6323.069336
	Iteration 7F: 3 clusters Score -4.451751e+07 nChanged 17616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323682 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -44532592.000000 Penalty: 6323.069336
	Iteration 8F: 3 clusters Score -4.453259e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333602 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -44543704.000000 Penalty: 6323.069336
	Iteration 9Q: 3 clusters Score -4.45437e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338761 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -44549080.000000 Penalty: 6323.069336
	Iteration 10Q: 3 clusters Score -4.454908e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341254 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -44551912.000000 Penalty: 6323.069336
	Iteration 11Q: 3 clusters Score -4.455191e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342353 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -44553336.000000 Penalty: 6323.069336
	Iteration 12Q: 3 clusters Score -4.455334e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342825 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -44553812.000000 Penalty: 6323.069336
	Iteration 13Q: 3 clusters Score -4.455381e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343076 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -44554136.000000 Penalty: 6323.069336
	Iteration 14Q: 3 clusters Score -4.455414e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -44554308.000000 Penalty: 6323.069336
	Iteration 15Q: 3 clusters Score -4.455431e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -44554424.000000 Penalty: 6323.069336
	Iteration 16Q: 3 clusters Score -4.455442e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343322 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44554556.000000 Penalty: 6323.069336
	Iteration 17Q: 3 clusters Score -4.455456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44554596.000000 Penalty: 6323.069336
	Iteration 18Q: 3 clusters Score -4.45546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343387 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44554724.000000 Penalty: 6323.069336
	Iteration 19Q: 3 clusters Score -4.455472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343402 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44554800.000000 Penalty: 6323.069336
	Iteration 20F: 3 clusters Score -4.45548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343413 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44554776.000000 Penalty: 6323.069336
	Iteration 21Q: 3 clusters Score -4.455478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343421 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -44554828.000000 Penalty: 6323.069336
	Iteration 22Q: 3 clusters Score -4.455483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44554812.000000 Penalty: 6323.069336
	Iteration 23Q: 3 clusters Score -4.455481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -44554864.000000 Penalty: 6323.069336
	Iteration 24Q: 3 clusters Score -4.455486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -44554880.000000 Penalty: 6323.069336
	Iteration 25Q: 3 clusters Score -4.455488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343455 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44554896.000000 Penalty: 6323.069336
	Iteration 26Q: 3 clusters Score -4.45549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -44554900.000000 Penalty: 6323.069336
	Iteration 27Q: 3 clusters Score -4.45549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343466 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44554912.000000 Penalty: 6323.069336
	Iteration 28Q: 3 clusters Score -4.455491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44554900.000000 Penalty: 6323.069336
	Iteration 29Q: 3 clusters Score -4.45549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343471 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44554912.000000 Penalty: 6323.069336
	Iteration 30Q: 3 clusters Score -4.455491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343473 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44554912.000000 Penalty: 6323.069336
	Iteration 31Q: 3 clusters Score -4.455491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343478 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44554912.000000 Penalty: 6323.069336
	Iteration 32Q: 3 clusters Score -4.455491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44554932.000000 Penalty: 6323.069336
	Iteration 33Q: 3 clusters Score -4.455493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44554936.000000 Penalty: 6323.069336
	Iteration 34Q: 3 clusters Score -4.455494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343487 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44554916.000000 Penalty: 6323.069336
	Iteration 35Q: 3 clusters Score -4.455492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44554920.000000 Penalty: 6323.069336
	Iteration 36Q: 3 clusters Score -4.455492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44554920.000000 Penalty: 6323.069336
	Iteration 37F: 3 clusters Score -4.455492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Entering Unmasked Estep 
Score: -5635062.500000 Penalty: 2653.119629
	Iteration 0F: 2 clusters Score -5635062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5605054.500000 Penalty: 5306.239258
	Iteration 0F: 3 clusters Score -5605054 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5616244.500000 Penalty: 5306.239258
	Iteration 1F: 3 clusters Score -5616244 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5616763.500000 Penalty: 5306.239258
	Iteration 2Q: 3 clusters Score -5616764 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5617219.500000 Penalty: 5306.239258
	Iteration 3Q: 3 clusters Score -5617220 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5617805.000000 Penalty: 5306.239258
	Iteration 4Q: 3 clusters Score -5617805 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5618530.000000 Penalty: 5306.239258
	Iteration 5Q: 3 clusters Score -5618530 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5619520.500000 Penalty: 5306.239258
	Iteration 6Q: 3 clusters Score -5619520 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5620889.500000 Penalty: 5306.239258
	Iteration 7F: 3 clusters Score -5620890 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -5622830.500000 Penalty: 5306.239258
	Iteration 8F: 3 clusters Score -5622830 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -5625224.000000 Penalty: 5306.239258
	Iteration 9F: 3 clusters Score -5625224 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5627962.000000 Penalty: 5306.239258
	Iteration 10F: 3 clusters Score -5627962 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5630378.500000 Penalty: 5306.239258
	Iteration 11F: 3 clusters Score -5630378 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5632067.000000 Penalty: 5306.239258
	Iteration 12Q: 3 clusters Score -5632067 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5632789.500000 Penalty: 5306.239258
	Iteration 13Q: 3 clusters Score -5632790 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5633072.000000 Penalty: 5306.239258
	Iteration 14Q: 3 clusters Score -5633072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5633182.000000 Penalty: 5306.239258
	Iteration 15Q: 3 clusters Score -5633182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5633241.000000 Penalty: 5306.239258
	Iteration 16Q: 3 clusters Score -5633241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5633265.000000 Penalty: 5306.239258
	Iteration 17Q: 3 clusters Score -5633265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5633283.000000 Penalty: 5306.239258
	Iteration 18Q: 3 clusters Score -5633283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5633298.000000 Penalty: 5306.239258
	Iteration 19Q: 3 clusters Score -5633298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5633311.000000 Penalty: 5306.239258
	Iteration 20F: 3 clusters Score -5633311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5633314.000000 Penalty: 5306.239258
	Iteration 21Q: 3 clusters Score -5633314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5633320.500000 Penalty: 5306.239258
	Iteration 22Q: 3 clusters Score -5633320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5633317.500000 Penalty: 5306.239258
	Iteration 23Q: 3 clusters Score -5633318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5633330.000000 Penalty: 5306.239258
	Iteration 24Q: 3 clusters Score -5633330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5633337.500000 Penalty: 5306.239258
	Iteration 25Q: 3 clusters Score -5633338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5633338.500000 Penalty: 5306.239258
	Iteration 26Q: 3 clusters Score -5633338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5633338.500000 Penalty: 5306.239258
	Iteration 27Q: 3 clusters Score -5633338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5633342.000000 Penalty: 5306.239258
	Iteration 28Q: 3 clusters Score -5633342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5633340.000000 Penalty: 5306.239258
	Iteration 29Q: 3 clusters Score -5633340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5633344.000000 Penalty: 5306.239258
	Iteration 30Q: 3 clusters Score -5633344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5633341.500000 Penalty: 5306.239258
	Iteration 31Q: 3 clusters Score -5633342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5633344.000000 Penalty: 5306.239258
	Iteration 32Q: 3 clusters Score -5633344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5633340.000000 Penalty: 5306.239258
	Iteration 33Q: 3 clusters Score -5633340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5633340.000000 Penalty: 5306.239258
	Iteration 34F: 3 clusters Score -5633340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -215381.437500 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -215381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212949.843750 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -212949.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -213380.078125 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -213380.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213490.484375 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -213490.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213539.953125 Penalty: 3706.642334
	Iteration 3Q: 3 clusters Score -213540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -213564.765625 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -213564.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -213585.500000 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -213585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -213596.234375 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -213596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -213602.734375 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -213602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213612.375000 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -213612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213621.906250 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -213621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -213629.625000 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -213629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213636.843750 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -213636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213645.390625 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -213645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213661.000000 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -213661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213673.531250 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -213673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213685.578125 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -213685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213692.656250 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -213692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213698.281250 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -213698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -213701.640625 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -213701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213703.671875 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -213703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213708.625000 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -213708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213711.609375 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -213711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213711.609375 Penalty: 3706.642334
	Iteration 22F: 3 clusters Score -213711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Entering Unmasked Estep 
Score: -1594478.125000 Penalty: 2351.093262
	Iteration 0F: 2 clusters Score -1594478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1584919.875000 Penalty: 4702.186523
	Iteration 0F: 3 clusters Score -1584920 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1587961.500000 Penalty: 4702.186523
	Iteration 1F: 3 clusters Score -1587962 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1588533.125000 Penalty: 4702.186523
	Iteration 2F: 3 clusters Score -1588533 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1589181.250000 Penalty: 4702.186523
	Iteration 3F: 3 clusters Score -1589181 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1589841.875000 Penalty: 4702.186523
	Iteration 4F: 3 clusters Score -1589842 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1590508.625000 Penalty: 4702.186523
	Iteration 5F: 3 clusters Score -1590509 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1591072.125000 Penalty: 4702.186523
	Iteration 6F: 3 clusters Score -1591072 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1591498.875000 Penalty: 4702.186523
	Iteration 7Q: 3 clusters Score -1591499 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1591858.125000 Penalty: 4702.186523
	Iteration 8Q: 3 clusters Score -1591858 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1592104.375000 Penalty: 4702.186523
	Iteration 9Q: 3 clusters Score -1592104 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1592297.500000 Penalty: 4702.186523
	Iteration 10Q: 3 clusters Score -1592298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1592422.000000 Penalty: 4702.186523
	Iteration 11Q: 3 clusters Score -1592422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1592508.875000 Penalty: 4702.186523
	Iteration 12Q: 3 clusters Score -1592509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1592583.875000 Penalty: 4702.186523
	Iteration 13Q: 3 clusters Score -1592584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1592638.875000 Penalty: 4702.186523
	Iteration 14Q: 3 clusters Score -1592639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1592677.875000 Penalty: 4702.186523
	Iteration 15Q: 3 clusters Score -1592678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1592705.125000 Penalty: 4702.186523
	Iteration 16Q: 3 clusters Score -1592705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1592726.875000 Penalty: 4702.186523
	Iteration 17Q: 3 clusters Score -1592727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1592747.500000 Penalty: 4702.186523
	Iteration 18Q: 3 clusters Score -1592748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1592765.000000 Penalty: 4702.186523
	Iteration 19Q: 3 clusters Score -1592765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1592772.750000 Penalty: 4702.186523
	Iteration 20F: 3 clusters Score -1592773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1592785.500000 Penalty: 4702.186523
	Iteration 21Q: 3 clusters Score -1592786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1592788.375000 Penalty: 4702.186523
	Iteration 22Q: 3 clusters Score -1592788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1592794.375000 Penalty: 4702.186523
	Iteration 23Q: 3 clusters Score -1592794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1592803.500000 Penalty: 4702.186523
	Iteration 24Q: 3 clusters Score -1592804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1592809.125000 Penalty: 4702.186523
	Iteration 25Q: 3 clusters Score -1592809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1592814.000000 Penalty: 4702.186523
	Iteration 26Q: 3 clusters Score -1592814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1592814.625000 Penalty: 4702.186523
	Iteration 27Q: 3 clusters Score -1592815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1592817.250000 Penalty: 4702.186523
	Iteration 28Q: 3 clusters Score -1592817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1592819.250000 Penalty: 4702.186523
	Iteration 29Q: 3 clusters Score -1592819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1592822.500000 Penalty: 4702.186523
	Iteration 30Q: 3 clusters Score -1592822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1592825.000000 Penalty: 4702.186523
	Iteration 31Q: 3 clusters Score -1592825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1592825.750000 Penalty: 4702.186523
	Iteration 32Q: 3 clusters Score -1592826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1592826.500000 Penalty: 4702.186523
	Iteration 33Q: 3 clusters Score -1592826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1592826.500000 Penalty: 4702.186523
	Iteration 34Q: 3 clusters Score -1592826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1592826.625000 Penalty: 4702.186523
	Iteration 35Q: 3 clusters Score -1592827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1592828.500000 Penalty: 4702.186523
	Iteration 36Q: 3 clusters Score -1592828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1592827.875000 Penalty: 4702.186523
	Iteration 37Q: 3 clusters Score -1592828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1592828.375000 Penalty: 4702.186523
	Iteration 38Q: 3 clusters Score -1592828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1592828.125000 Penalty: 4702.186523
	Iteration 39Q: 3 clusters Score -1592828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1592827.375000 Penalty: 4702.186523
	Iteration 40F: 3 clusters Score -1592827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -81677.648438 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -81677.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80046.906250 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -80046.91 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80598.882812 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -80598.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80861.953125 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -80861.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81197.375000 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -81197.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81467.375000 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -81467.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -81684.156250 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -81684.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -81843.882812 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -81843.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -82080.382812 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -82080.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -82129.078125 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -82129.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -82147.835938 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -82147.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -82166.531250 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -82166.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -82166.531250 Penalty: 3276.898682
	Iteration 11F: 3 clusters Score -82166.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56581 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343906 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 126 members 
Entering Unmasked Estep 
Score: -104944056.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104945344.000000 to -104944056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -1889938.625000 Penalty: 2373.300781
	Iteration 0F: 2 clusters Score -1889939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1879551.875000 Penalty: 4746.601562
	Iteration 0F: 3 clusters Score -1879552 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1882854.875000 Penalty: 4746.601562
	Iteration 1F: 3 clusters Score -1882855 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1883205.625000 Penalty: 4746.601562
	Iteration 2F: 3 clusters Score -1883206 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1883477.500000 Penalty: 4746.601562
	Iteration 3Q: 3 clusters Score -1883478 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1883733.625000 Penalty: 4746.601562
	Iteration 4Q: 3 clusters Score -1883734 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1883998.000000 Penalty: 4746.601562
	Iteration 5Q: 3 clusters Score -1883998 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1884316.625000 Penalty: 4746.601562
	Iteration 6Q: 3 clusters Score -1884317 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1884711.625000 Penalty: 4746.601562
	Iteration 7Q: 3 clusters Score -1884712 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1885149.125000 Penalty: 4746.601562
	Iteration 8Q: 3 clusters Score -1885149 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1885578.750000 Penalty: 4746.601562
	Iteration 9Q: 3 clusters Score -1885579 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1885998.500000 Penalty: 4746.601562
	Iteration 10Q: 3 clusters Score -1885998 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1886349.250000 Penalty: 4746.601562
	Iteration 11Q: 3 clusters Score -1886349 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1886644.125000 Penalty: 4746.601562
	Iteration 12Q: 3 clusters Score -1886644 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1886916.500000 Penalty: 4746.601562
	Iteration 13Q: 3 clusters Score -1886916 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1887122.875000 Penalty: 4746.601562
	Iteration 14Q: 3 clusters Score -1887123 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1887273.125000 Penalty: 4746.601562
	Iteration 15Q: 3 clusters Score -1887273 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1887403.875000 Penalty: 4746.601562
	Iteration 16Q: 3 clusters Score -1887404 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1887503.375000 Penalty: 4746.601562
	Iteration 17Q: 3 clusters Score -1887503 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1887574.625000 Penalty: 4746.601562
	Iteration 18Q: 3 clusters Score -1887575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1887622.125000 Penalty: 4746.601562
	Iteration 19Q: 3 clusters Score -1887622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1887669.875000 Penalty: 4746.601562
	Iteration 20F: 3 clusters Score -1887670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1887707.000000 Penalty: 4746.601562
	Iteration 21Q: 3 clusters Score -1887707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1887736.625000 Penalty: 4746.601562
	Iteration 22Q: 3 clusters Score -1887737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1887765.000000 Penalty: 4746.601562
	Iteration 23Q: 3 clusters Score -1887765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1887786.375000 Penalty: 4746.601562
	Iteration 24Q: 3 clusters Score -1887786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1887806.250000 Penalty: 4746.601562
	Iteration 25Q: 3 clusters Score -1887806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1887826.500000 Penalty: 4746.601562
	Iteration 26Q: 3 clusters Score -1887826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1887837.750000 Penalty: 4746.601562
	Iteration 27Q: 3 clusters Score -1887838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1887847.250000 Penalty: 4746.601562
	Iteration 28Q: 3 clusters Score -1887847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1887856.750000 Penalty: 4746.601562
	Iteration 29Q: 3 clusters Score -1887857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1887869.750000 Penalty: 4746.601562
	Iteration 30Q: 3 clusters Score -1887870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1887877.375000 Penalty: 4746.601562
	Iteration 31Q: 3 clusters Score -1887877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1887880.750000 Penalty: 4746.601562
	Iteration 32Q: 3 clusters Score -1887881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1887884.875000 Penalty: 4746.601562
	Iteration 33Q: 3 clusters Score -1887885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1887885.625000 Penalty: 4746.601562
	Iteration 34Q: 3 clusters Score -1887886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1887891.125000 Penalty: 4746.601562
	Iteration 35Q: 3 clusters Score -1887891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1887896.000000 Penalty: 4746.601562
	Iteration 36Q: 3 clusters Score -1887896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1887906.125000 Penalty: 4746.601562
	Iteration 37Q: 3 clusters Score -1887906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1887907.500000 Penalty: 4746.601562
	Iteration 38Q: 3 clusters Score -1887908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1887910.125000 Penalty: 4746.601562
	Iteration 39Q: 3 clusters Score -1887910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1887917.250000 Penalty: 4746.601562
	Iteration 40F: 3 clusters Score -1887917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1887918.250000 Penalty: 4746.601562
	Iteration 41Q: 3 clusters Score -1887918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1887920.375000 Penalty: 4746.601562
	Iteration 42Q: 3 clusters Score -1887920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1887920.250000 Penalty: 4746.601562
	Iteration 43Q: 3 clusters Score -1887920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1887920.875000 Penalty: 4746.601562
	Iteration 44Q: 3 clusters Score -1887921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1887920.875000 Penalty: 4746.601562
	Iteration 45Q: 3 clusters Score -1887921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1887924.375000 Penalty: 4746.601562
	Iteration 46Q: 3 clusters Score -1887924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1887924.375000 Penalty: 4746.601562
	Iteration 47F: 3 clusters Score -1887924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -355013.218750 Penalty: 1968.822998
	Iteration 0F: 2 clusters Score -355013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -351853.062500 Penalty: 3937.645996
	Iteration 0F: 3 clusters Score -351853.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352433.187500 Penalty: 3937.645996
	Iteration 1F: 3 clusters Score -352433.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -352590.812500 Penalty: 3937.645996
	Iteration 2F: 3 clusters Score -352590.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -352663.656250 Penalty: 3937.645996
	Iteration 3Q: 3 clusters Score -352663.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -352708.687500 Penalty: 3937.645996
	Iteration 4Q: 3 clusters Score -352708.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352738.281250 Penalty: 3937.645996
	Iteration 5Q: 3 clusters Score -352738.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -352755.750000 Penalty: 3937.645996
	Iteration 6Q: 3 clusters Score -352755.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352771.000000 Penalty: 3937.645996
	Iteration 7Q: 3 clusters Score -352771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -352790.500000 Penalty: 3937.645996
	Iteration 8Q: 3 clusters Score -352790.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -352807.312500 Penalty: 3937.645996
	Iteration 9Q: 3 clusters Score -352807.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -352819.781250 Penalty: 3937.645996
	Iteration 10Q: 3 clusters Score -352819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -352827.281250 Penalty: 3937.645996
	Iteration 11Q: 3 clusters Score -352827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -352832.031250 Penalty: 3937.645996
	Iteration 12Q: 3 clusters Score -352832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -352834.343750 Penalty: 3937.645996
	Iteration 13Q: 3 clusters Score -352834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352836.750000 Penalty: 3937.645996
	Iteration 14Q: 3 clusters Score -352836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -352837.437500 Penalty: 3937.645996
	Iteration 15Q: 3 clusters Score -352837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -352839.312500 Penalty: 3937.645996
	Iteration 16Q: 3 clusters Score -352839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -352839.468750 Penalty: 3937.645996
	Iteration 17Q: 3 clusters Score -352839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352840.593750 Penalty: 3937.645996
	Iteration 18Q: 3 clusters Score -352840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352841.093750 Penalty: 3937.645996
	Iteration 19Q: 3 clusters Score -352841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352842.687500 Penalty: 3937.645996
	Iteration 20F: 3 clusters Score -352842.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Entering Unmasked Estep 
Score: -1183648.250000 Penalty: 2298.427979
	Iteration 0F: 2 clusters Score -1183648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1175604.375000 Penalty: 4596.855957
	Iteration 0F: 3 clusters Score -1175604 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1178073.375000 Penalty: 4596.855957
	Iteration 1F: 3 clusters Score -1178073 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1178536.875000 Penalty: 4596.855957
	Iteration 2F: 3 clusters Score -1178537 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1178876.750000 Penalty: 4596.855957
	Iteration 3F: 3 clusters Score -1178877 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1179134.750000 Penalty: 4596.855957
	Iteration 4Q: 3 clusters Score -1179135 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1179385.375000 Penalty: 4596.855957
	Iteration 5Q: 3 clusters Score -1179385 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1179682.250000 Penalty: 4596.855957
	Iteration 6Q: 3 clusters Score -1179682 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1179957.250000 Penalty: 4596.855957
	Iteration 7Q: 3 clusters Score -1179957 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1180195.500000 Penalty: 4596.855957
	Iteration 8Q: 3 clusters Score -1180196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1180411.750000 Penalty: 4596.855957
	Iteration 9Q: 3 clusters Score -1180412 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1180640.625000 Penalty: 4596.855957
	Iteration 10Q: 3 clusters Score -1180641 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1180847.000000 Penalty: 4596.855957
	Iteration 11Q: 3 clusters Score -1180847 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1180995.875000 Penalty: 4596.855957
	Iteration 12Q: 3 clusters Score -1180996 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1181104.500000 Penalty: 4596.855957
	Iteration 13Q: 3 clusters Score -1181104 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1181207.000000 Penalty: 4596.855957
	Iteration 14Q: 3 clusters Score -1181207 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1181277.125000 Penalty: 4596.855957
	Iteration 15Q: 3 clusters Score -1181277 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1181348.875000 Penalty: 4596.855957
	Iteration 16Q: 3 clusters Score -1181349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1181413.125000 Penalty: 4596.855957
	Iteration 17Q: 3 clusters Score -1181413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1181452.500000 Penalty: 4596.855957
	Iteration 18Q: 3 clusters Score -1181452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1181499.375000 Penalty: 4596.855957
	Iteration 19Q: 3 clusters Score -1181499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1181541.375000 Penalty: 4596.855957
	Iteration 20F: 3 clusters Score -1181541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1181572.625000 Penalty: 4596.855957
	Iteration 21Q: 3 clusters Score -1181573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1181619.375000 Penalty: 4596.855957
	Iteration 22Q: 3 clusters Score -1181619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1181665.750000 Penalty: 4596.855957
	Iteration 23Q: 3 clusters Score -1181666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1181709.375000 Penalty: 4596.855957
	Iteration 24Q: 3 clusters Score -1181709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1181748.625000 Penalty: 4596.855957
	Iteration 25Q: 3 clusters Score -1181749 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1181774.875000 Penalty: 4596.855957
	Iteration 26Q: 3 clusters Score -1181775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1181796.000000 Penalty: 4596.855957
	Iteration 27Q: 3 clusters Score -1181796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1181818.500000 Penalty: 4596.855957
	Iteration 28Q: 3 clusters Score -1181818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1181842.625000 Penalty: 4596.855957
	Iteration 29Q: 3 clusters Score -1181843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1181863.250000 Penalty: 4596.855957
	Iteration 30Q: 3 clusters Score -1181863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1181882.375000 Penalty: 4596.855957
	Iteration 31Q: 3 clusters Score -1181882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1181901.750000 Penalty: 4596.855957
	Iteration 32Q: 3 clusters Score -1181902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1181917.000000 Penalty: 4596.855957
	Iteration 33Q: 3 clusters Score -1181917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1181936.125000 Penalty: 4596.855957
	Iteration 34Q: 3 clusters Score -1181936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1181952.875000 Penalty: 4596.855957
	Iteration 35Q: 3 clusters Score -1181953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1181970.750000 Penalty: 4596.855957
	Iteration 36Q: 3 clusters Score -1181971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1181981.375000 Penalty: 4596.855957
	Iteration 37Q: 3 clusters Score -1181981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1181995.375000 Penalty: 4596.855957
	Iteration 38Q: 3 clusters Score -1181995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1182007.875000 Penalty: 4596.855957
	Iteration 39Q: 3 clusters Score -1182008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1182017.625000 Penalty: 4596.855957
	Iteration 40F: 3 clusters Score -1182018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1182024.000000 Penalty: 4596.855957
	Iteration 41Q: 3 clusters Score -1182024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1182029.625000 Penalty: 4596.855957
	Iteration 42Q: 3 clusters Score -1182030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1182042.000000 Penalty: 4596.855957
	Iteration 43Q: 3 clusters Score -1182042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1182047.250000 Penalty: 4596.855957
	Iteration 44Q: 3 clusters Score -1182047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1182053.750000 Penalty: 4596.855957
	Iteration 45Q: 3 clusters Score -1182054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1182056.750000 Penalty: 4596.855957
	Iteration 46Q: 3 clusters Score -1182057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1182057.000000 Penalty: 4596.855957
	Iteration 47Q: 3 clusters Score -1182057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1182057.000000 Penalty: 4596.855957
	Iteration 48F: 3 clusters Score -1182057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Entering Unmasked Estep 
Score: -4600553.000000 Penalty: 2597.134766
	Iteration 0F: 2 clusters Score -4600553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4576413.000000 Penalty: 5194.269531
	Iteration 0F: 3 clusters Score -4576413 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4585106.000000 Penalty: 5194.269531
	Iteration 1F: 3 clusters Score -4585106 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4585620.500000 Penalty: 5194.269531
	Iteration 2Q: 3 clusters Score -4585620 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4586089.000000 Penalty: 5194.269531
	Iteration 3Q: 3 clusters Score -4586089 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4586588.500000 Penalty: 5194.269531
	Iteration 4Q: 3 clusters Score -4586588 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4587143.500000 Penalty: 5194.269531
	Iteration 5Q: 3 clusters Score -4587144 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4587836.500000 Penalty: 5194.269531
	Iteration 6Q: 3 clusters Score -4587836 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4588848.000000 Penalty: 5194.269531
	Iteration 7F: 3 clusters Score -4588848 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4590161.000000 Penalty: 5194.269531
	Iteration 8F: 3 clusters Score -4590161 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4591810.000000 Penalty: 5194.269531
	Iteration 9F: 3 clusters Score -4591810 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4593577.000000 Penalty: 5194.269531
	Iteration 10F: 3 clusters Score -4593577 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4595183.000000 Penalty: 5194.269531
	Iteration 11F: 3 clusters Score -4595183 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4596443.000000 Penalty: 5194.269531
	Iteration 12Q: 3 clusters Score -4596443 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4597290.000000 Penalty: 5194.269531
	Iteration 13Q: 3 clusters Score -4597290 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4597721.000000 Penalty: 5194.269531
	Iteration 14Q: 3 clusters Score -4597721 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4597967.000000 Penalty: 5194.269531
	Iteration 15Q: 3 clusters Score -4597967 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4598119.500000 Penalty: 5194.269531
	Iteration 16Q: 3 clusters Score -4598120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4598195.500000 Penalty: 5194.269531
	Iteration 17Q: 3 clusters Score -4598196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4598250.500000 Penalty: 5194.269531
	Iteration 18Q: 3 clusters Score -4598250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4598278.500000 Penalty: 5194.269531
	Iteration 19Q: 3 clusters Score -4598278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4598312.500000 Penalty: 5194.269531
	Iteration 20F: 3 clusters Score -4598312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4598327.500000 Penalty: 5194.269531
	Iteration 21Q: 3 clusters Score -4598328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4598340.000000 Penalty: 5194.269531
	Iteration 22Q: 3 clusters Score -4598340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4598361.500000 Penalty: 5194.269531
	Iteration 23Q: 3 clusters Score -4598362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4598371.500000 Penalty: 5194.269531
	Iteration 24Q: 3 clusters Score -4598372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4598369.500000 Penalty: 5194.269531
	Iteration 25Q: 3 clusters Score -4598370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4598370.500000 Penalty: 5194.269531
	Iteration 26Q: 3 clusters Score -4598370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4598372.000000 Penalty: 5194.269531
	Iteration 27Q: 3 clusters Score -4598372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4598374.000000 Penalty: 5194.269531
	Iteration 28Q: 3 clusters Score -4598374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4598377.500000 Penalty: 5194.269531
	Iteration 29Q: 3 clusters Score -4598378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4598382.500000 Penalty: 5194.269531
	Iteration 30Q: 3 clusters Score -4598382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4598381.500000 Penalty: 5194.269531
	Iteration 31Q: 3 clusters Score -4598382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4598381.000000 Penalty: 5194.269531
	Iteration 32Q: 3 clusters Score -4598381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4598381.000000 Penalty: 5194.269531
	Iteration 33F: 3 clusters Score -4598381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -326633.687500 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -326633.7 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 1311 members 
Entering Unmasked Estep 
Score: -323625.375000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -323625.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324268.937500 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -324268.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -324392.625000 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -324392.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324457.812500 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -324457.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324514.562500 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -324514.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324556.468750 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -324556.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -324591.343750 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -324591.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -324618.000000 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -324618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324636.812500 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -324636.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324658.437500 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -324658.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324672.312500 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -324672.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -324687.531250 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -324687.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324701.843750 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -324701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -324710.187500 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -324710.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -324720.156250 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -324720.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -324727.125000 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -324727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -324736.593750 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -324736.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -324745.312500 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -324745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -324751.031250 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -324751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -324752.937500 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -324752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -324755.250000 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -324755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -324756.312500 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -324756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -324756.875000 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -324756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324757.656250 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -324757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324757.656250 Penalty: 3899.989502
	Iteration 24F: 3 clusters Score -324757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -492514.781250 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -492514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -488664.968750 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -488665 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -489581.343750 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -489581.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -489804.906250 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -489804.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -489979.937500 Penalty: 4108.863770
	Iteration 3F: 3 clusters Score -489979.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -490126.156250 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -490126.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -490243.875000 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -490243.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -490337.843750 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -490337.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -490428.968750 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -490429 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -490524.125000 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -490524.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -490601.343750 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -490601.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -490666.750000 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -490666.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -490712.625000 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -490712.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -490749.375000 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -490749.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -490787.312500 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -490787.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -490816.437500 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -490816.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -490841.250000 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -490841.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -490859.406250 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -490859.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -490875.406250 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -490875.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -490897.906250 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -490897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -490913.750000 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -490913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -490923.937500 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -490923.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -490944.531250 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -490944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -490959.218750 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -490959.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -490972.156250 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -490972.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -490982.218750 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -490982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -490989.156250 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -490989.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -490994.062500 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -490994.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -491002.656250 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -491002.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -491012.375000 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -491012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -491016.968750 Penalty: 4108.863770
	Iteration 29Q: 3 clusters Score -491017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -491020.468750 Penalty: 4108.863770
	Iteration 30Q: 3 clusters Score -491020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -491023.312500 Penalty: 4108.863770
	Iteration 31Q: 3 clusters Score -491023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -491025.750000 Penalty: 4108.863770
	Iteration 32Q: 3 clusters Score -491025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -491026.718750 Penalty: 4108.863770
	Iteration 33Q: 3 clusters Score -491026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -491027.187500 Penalty: 4108.863770
	Iteration 34Q: 3 clusters Score -491027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -491027.875000 Penalty: 4108.863770
	Iteration 35Q: 3 clusters Score -491027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -491029.375000 Penalty: 4108.863770
	Iteration 36Q: 3 clusters Score -491029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -491030.437500 Penalty: 4108.863770
	Iteration 37Q: 3 clusters Score -491030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -491034.843750 Penalty: 4108.863770
	Iteration 38Q: 3 clusters Score -491034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -491036.250000 Penalty: 4108.863770
	Iteration 39Q: 3 clusters Score -491036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -491036.625000 Penalty: 4108.863770
	Iteration 40F: 3 clusters Score -491036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -491039.312500 Penalty: 4108.863770
	Iteration 41Q: 3 clusters Score -491039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -491040.375000 Penalty: 4108.863770
	Iteration 42Q: 3 clusters Score -491040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -491042.156250 Penalty: 4108.863770
	Iteration 43Q: 3 clusters Score -491042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -491042.812500 Penalty: 4108.863770
	Iteration 44Q: 3 clusters Score -491042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -491046.812500 Penalty: 4108.863770
	Iteration 45Q: 3 clusters Score -491046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -491047.968750 Penalty: 4108.863770
	Iteration 46Q: 3 clusters Score -491048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -491049.562500 Penalty: 4108.863770
	Iteration 47Q: 3 clusters Score -491049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -491050.281250 Penalty: 4108.863770
	Iteration 48Q: 3 clusters Score -491050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -491053.187500 Penalty: 4108.863770
	Iteration 49Q: 3 clusters Score -491053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -491060.125000 Penalty: 4108.863770
	Iteration 50Q: 3 clusters Score -491060.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -491062.968750 Penalty: 4108.863770
	Iteration 51Q: 3 clusters Score -491063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -491066.093750 Penalty: 4108.863770
	Iteration 52Q: 3 clusters Score -491066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -491069.562500 Penalty: 4108.863770
	Iteration 53Q: 3 clusters Score -491069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -491072.000000 Penalty: 4108.863770
	Iteration 54Q: 3 clusters Score -491072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -491075.312500 Penalty: 4108.863770
	Iteration 55Q: 3 clusters Score -491075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -491080.656250 Penalty: 4108.863770
	Iteration 56Q: 3 clusters Score -491080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -491083.593750 Penalty: 4108.863770
	Iteration 57Q: 3 clusters Score -491083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -491085.562500 Penalty: 4108.863770
	Iteration 58Q: 3 clusters Score -491085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -491089.593750 Penalty: 4108.863770
	Iteration 59Q: 3 clusters Score -491089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -491092.625000 Penalty: 4108.863770
	Iteration 60F: 3 clusters Score -491092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -491095.750000 Penalty: 4108.863770
	Iteration 61Q: 3 clusters Score -491095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -491100.031250 Penalty: 4108.863770
	Iteration 62Q: 3 clusters Score -491100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -491102.812500 Penalty: 4108.863770
	Iteration 63Q: 3 clusters Score -491102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -491103.875000 Penalty: 4108.863770
	Iteration 64Q: 3 clusters Score -491103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -491105.125000 Penalty: 4108.863770
	Iteration 65Q: 3 clusters Score -491105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -491106.218750 Penalty: 4108.863770
	Iteration 66Q: 3 clusters Score -491106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -491107.156250 Penalty: 4108.863770
	Iteration 67Q: 3 clusters Score -491107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -491107.156250 Penalty: 4108.863770
	Iteration 68F: 3 clusters Score -491107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -46886.718750 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -46886.72 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 239 members 
Entering Unmasked Estep 
Score: -45540.937500 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45540.94 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45897.925781 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -45897.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46048.050781 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46048.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46152.156250 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46152.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46306.671875 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -46306.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46491.035156 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -46491.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46533.082031 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46533.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46561.847656 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46561.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46572.164062 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46572.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46579.105469 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46579.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46590.925781 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46590.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46610.066406 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46610.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46614.382812 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46614.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46617.054688 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -46617.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46617.054688 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -46617.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56581 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343906 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945368.000000 Penalty: 108252.726562
Iteration 239Q: 33 clusters Score -1.049454e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53801 members 
Mstep: Class 10 contains 56575 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40626 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343912 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945360.000000 Penalty: 108252.726562
Iteration 240F: 33 clusters Score -1.049454e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53802 members 
Mstep: Class 10 contains 56571 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40624 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51760 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343916 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945416.000000 Penalty: 108252.726562
Iteration 241Q: 33 clusters Score -1.049454e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56569 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40622 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343920 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945400.000000 Penalty: 108252.726562
Iteration 242Q: 33 clusters Score -1.049454e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56569 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343921 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945408.000000 Penalty: 108252.726562
Iteration 243Q: 33 clusters Score -1.049454e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56566 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343926 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945440.000000 Penalty: 108252.726562
Iteration 244Q: 33 clusters Score -1.049454e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51755 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343930 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945416.000000 Penalty: 108252.726562
Iteration 245Q: 33 clusters Score -1.049454e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945416.000000 Penalty: 108252.726562
Iteration 246Q: 33 clusters Score -1.049454e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56565 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343931 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945432.000000 Penalty: 108252.726562
Iteration 247Q: 33 clusters Score -1.049454e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945432.000000 Penalty: 108252.726562
Iteration 248Q: 33 clusters Score -1.049454e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104945432.000000 Penalty: 108252.726562
Iteration 249F: 33 clusters Score -1.049454e+08 nChanged 0
Entering ConstructFrom: 
Score: -104945432.000000 Penalty: 108252.726562
Entering ConstructFrom: 
Trying to split cluster 1 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -166745.906250 Penalty: 1850.344238
	Iteration 0F: 2 clusters Score -166745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -164569.015625 Penalty: 3700.688477
	Iteration 0F: 3 clusters Score -164569 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165840.265625 Penalty: 3700.688477
	Iteration 1F: 3 clusters Score -165840.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -166342.515625 Penalty: 3700.688477
	Iteration 2F: 3 clusters Score -166342.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -166570.812500 Penalty: 3700.688477
	Iteration 3F: 3 clusters Score -166570.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -166700.484375 Penalty: 3700.688477
	Iteration 4Q: 3 clusters Score -166700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -166768.609375 Penalty: 3700.688477
	Iteration 5Q: 3 clusters Score -166768.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -166825.109375 Penalty: 3700.688477
	Iteration 6Q: 3 clusters Score -166825.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -166846.828125 Penalty: 3700.688477
	Iteration 7Q: 3 clusters Score -166846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -166860.484375 Penalty: 3700.688477
	Iteration 8Q: 3 clusters Score -166860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -166870.234375 Penalty: 3700.688477
	Iteration 9Q: 3 clusters Score -166870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -166873.718750 Penalty: 3700.688477
	Iteration 10Q: 3 clusters Score -166873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166874.859375 Penalty: 3700.688477
	Iteration 11Q: 3 clusters Score -166874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166876.265625 Penalty: 3700.688477
	Iteration 12Q: 3 clusters Score -166876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166876.265625 Penalty: 3700.688477
	Iteration 13F: 3 clusters Score -166876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 1451 members 
Entering Unmasked Estep 
Score: -104943976.000000 Penalty: 111635.625000
Splitting cluster 1 changes total score from -104945432.000000 to -104943976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -1805366.750000 Penalty: 2376.260986
	Iteration 0F: 2 clusters Score -1805367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1794890.000000 Penalty: 4752.521973
	Iteration 0F: 3 clusters Score -1794890 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1798511.625000 Penalty: 4752.521973
	Iteration 1F: 3 clusters Score -1798512 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1799083.250000 Penalty: 4752.521973
	Iteration 2F: 3 clusters Score -1799083 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1799470.000000 Penalty: 4752.521973
	Iteration 3F: 3 clusters Score -1799470 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1799749.875000 Penalty: 4752.521973
	Iteration 4Q: 3 clusters Score -1799750 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1800000.750000 Penalty: 4752.521973
	Iteration 5Q: 3 clusters Score -1800001 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1800236.125000 Penalty: 4752.521973
	Iteration 6Q: 3 clusters Score -1800236 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1800505.500000 Penalty: 4752.521973
	Iteration 7Q: 3 clusters Score -1800506 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1800840.125000 Penalty: 4752.521973
	Iteration 8Q: 3 clusters Score -1800840 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1801289.000000 Penalty: 4752.521973
	Iteration 9Q: 3 clusters Score -1801289 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1801842.875000 Penalty: 4752.521973
	Iteration 10Q: 3 clusters Score -1801843 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1802381.375000 Penalty: 4752.521973
	Iteration 11Q: 3 clusters Score -1802381 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1802879.875000 Penalty: 4752.521973
	Iteration 12Q: 3 clusters Score -1802880 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1803231.500000 Penalty: 4752.521973
	Iteration 13Q: 3 clusters Score -1803232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1803540.625000 Penalty: 4752.521973
	Iteration 14Q: 3 clusters Score -1803541 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1803805.875000 Penalty: 4752.521973
	Iteration 15Q: 3 clusters Score -1803806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1803980.000000 Penalty: 4752.521973
	Iteration 16Q: 3 clusters Score -1803980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1804101.500000 Penalty: 4752.521973
	Iteration 17Q: 3 clusters Score -1804102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1804215.750000 Penalty: 4752.521973
	Iteration 18Q: 3 clusters Score -1804216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1804325.625000 Penalty: 4752.521973
	Iteration 19Q: 3 clusters Score -1804326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1804437.625000 Penalty: 4752.521973
	Iteration 20F: 3 clusters Score -1804438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1804536.000000 Penalty: 4752.521973
	Iteration 21Q: 3 clusters Score -1804536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1804616.250000 Penalty: 4752.521973
	Iteration 22Q: 3 clusters Score -1804616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1804685.750000 Penalty: 4752.521973
	Iteration 23Q: 3 clusters Score -1804686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1804721.375000 Penalty: 4752.521973
	Iteration 24Q: 3 clusters Score -1804721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1804742.625000 Penalty: 4752.521973
	Iteration 25Q: 3 clusters Score -1804743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1804751.875000 Penalty: 4752.521973
	Iteration 26Q: 3 clusters Score -1804752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1804755.750000 Penalty: 4752.521973
	Iteration 27Q: 3 clusters Score -1804756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1804765.000000 Penalty: 4752.521973
	Iteration 28Q: 3 clusters Score -1804765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1804765.875000 Penalty: 4752.521973
	Iteration 29Q: 3 clusters Score -1804766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1804769.625000 Penalty: 4752.521973
	Iteration 30Q: 3 clusters Score -1804770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1804773.625000 Penalty: 4752.521973
	Iteration 31Q: 3 clusters Score -1804774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1804774.125000 Penalty: 4752.521973
	Iteration 32Q: 3 clusters Score -1804774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1804776.125000 Penalty: 4752.521973
	Iteration 33Q: 3 clusters Score -1804776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1804776.125000 Penalty: 4752.521973
	Iteration 34F: 3 clusters Score -1804776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -100295.039062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -100295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98456.187500 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -98456.19 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98814.718750 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -98814.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98996.328125 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -98996.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99137.929688 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -99137.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99268.601562 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -99268.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99397.679688 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -99397.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99590.750000 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -99590.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99862.750000 Penalty: 3383.269287
	Iteration 7F: 3 clusters Score -99862.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100178.484375 Penalty: 3383.269287
	Iteration 8F: 3 clusters Score -100178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100290.179688 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -100290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100334.296875 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -100334.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100401.468750 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -100401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100480.664062 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -100480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100550.257812 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -100550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100567.156250 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -100567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100567.992188 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -100568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100568.835938 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -100568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100568.835938 Penalty: 3383.269287
	Iteration 17F: 3 clusters Score -100568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 606 members 
Entering Unmasked Estep 
Score: -104943960.000000 Penalty: 111635.625000
Splitting cluster 3 changes total score from -104945432.000000 to -104943960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Entering Unmasked Estep 
Score: -2450474.250000 Penalty: 2437.011719
	Iteration 0F: 2 clusters Score -2450474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 4874.023438
	Iteration 0F: 3 clusters Score -2437272 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2441586.500000 Penalty: 4874.023438
	Iteration 1F: 3 clusters Score -2441586 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2441958.000000 Penalty: 4874.023438
	Iteration 2F: 3 clusters Score -2441958 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2442258.750000 Penalty: 4874.023438
	Iteration 3Q: 3 clusters Score -2442259 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2442498.000000 Penalty: 4874.023438
	Iteration 4Q: 3 clusters Score -2442498 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2442710.250000 Penalty: 4874.023438
	Iteration 5Q: 3 clusters Score -2442710 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2442888.500000 Penalty: 4874.023438
	Iteration 6Q: 3 clusters Score -2442888 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2443039.750000 Penalty: 4874.023438
	Iteration 7Q: 3 clusters Score -2443040 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2443205.000000 Penalty: 4874.023438
	Iteration 8Q: 3 clusters Score -2443205 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2443375.250000 Penalty: 4874.023438
	Iteration 9Q: 3 clusters Score -2443375 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2443580.750000 Penalty: 4874.023438
	Iteration 10Q: 3 clusters Score -2443581 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2443852.750000 Penalty: 4874.023438
	Iteration 11Q: 3 clusters Score -2443853 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2444157.000000 Penalty: 4874.023438
	Iteration 12Q: 3 clusters Score -2444157 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2444521.250000 Penalty: 4874.023438
	Iteration 13Q: 3 clusters Score -2444521 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2444913.250000 Penalty: 4874.023438
	Iteration 14Q: 3 clusters Score -2444913 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2445346.500000 Penalty: 4874.023438
	Iteration 15Q: 3 clusters Score -2445346 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2445921.000000 Penalty: 4874.023438
	Iteration 16Q: 3 clusters Score -2445921 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2446533.000000 Penalty: 4874.023438
	Iteration 17Q: 3 clusters Score -2446533 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2447054.500000 Penalty: 4874.023438
	Iteration 18Q: 3 clusters Score -2447054 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2447456.500000 Penalty: 4874.023438
	Iteration 19Q: 3 clusters Score -2447456 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2447747.500000 Penalty: 4874.023438
	Iteration 20F: 3 clusters Score -2447748 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2447959.000000 Penalty: 4874.023438
	Iteration 21Q: 3 clusters Score -2447959 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2448101.500000 Penalty: 4874.023438
	Iteration 22Q: 3 clusters Score -2448102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2448188.000000 Penalty: 4874.023438
	Iteration 23Q: 3 clusters Score -2448188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2448257.750000 Penalty: 4874.023438
	Iteration 24Q: 3 clusters Score -2448258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2448292.000000 Penalty: 4874.023438
	Iteration 25Q: 3 clusters Score -2448292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2448314.000000 Penalty: 4874.023438
	Iteration 26Q: 3 clusters Score -2448314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2448342.250000 Penalty: 4874.023438
	Iteration 27Q: 3 clusters Score -2448342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2448363.250000 Penalty: 4874.023438
	Iteration 28Q: 3 clusters Score -2448363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2448372.250000 Penalty: 4874.023438
	Iteration 29Q: 3 clusters Score -2448372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2448377.000000 Penalty: 4874.023438
	Iteration 30Q: 3 clusters Score -2448377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2448384.000000 Penalty: 4874.023438
	Iteration 31Q: 3 clusters Score -2448384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2448393.750000 Penalty: 4874.023438
	Iteration 32Q: 3 clusters Score -2448394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2448398.500000 Penalty: 4874.023438
	Iteration 33Q: 3 clusters Score -2448398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2448400.500000 Penalty: 4874.023438
	Iteration 34Q: 3 clusters Score -2448400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2448400.500000 Penalty: 4874.023438
	Iteration 35F: 3 clusters Score -2448400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59619.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -59619.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58214.363281 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -58214.36 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58779.644531 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -58779.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59158.277344 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -59158.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59295.878906 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -59295.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59444.328125 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -59444.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59539.078125 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -59539.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59644.578125 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -59644.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59774.660156 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -59774.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59830.843750 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -59830.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59913.660156 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -59913.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59980.378906 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -59980.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59990.386719 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -59990.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60004.589844 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -60004.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60004.589844 Penalty: 3133.313721
	Iteration 13F: 3 clusters Score -60004.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 211 members 
Entering Unmasked Estep 
Score: -104943952.000000 Penalty: 111635.625000
Splitting cluster 5 changes total score from -104945432.000000 to -104943952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (33584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Entering Unmasked Estep 
Score: -4284319.500000 Penalty: 2584.607666
	Iteration 0F: 2 clusters Score -4284320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4261261.000000 Penalty: 5169.215332
	Iteration 0F: 3 clusters Score -4261261 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4269664.000000 Penalty: 5169.215332
	Iteration 1F: 3 clusters Score -4269664 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4270233.000000 Penalty: 5169.215332
	Iteration 2Q: 3 clusters Score -4270233 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4270888.000000 Penalty: 5169.215332
	Iteration 3Q: 3 clusters Score -4270888 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4271713.500000 Penalty: 5169.215332
	Iteration 4Q: 3 clusters Score -4271714 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4272826.000000 Penalty: 5169.215332
	Iteration 5F: 3 clusters Score -4272826 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4274426.000000 Penalty: 5169.215332
	Iteration 6F: 3 clusters Score -4274426 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4276494.000000 Penalty: 5169.215332
	Iteration 7F: 3 clusters Score -4276494 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4278638.500000 Penalty: 5169.215332
	Iteration 8F: 3 clusters Score -4278638 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4280405.500000 Penalty: 5169.215332
	Iteration 9F: 3 clusters Score -4280406 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4281351.500000 Penalty: 5169.215332
	Iteration 10Q: 3 clusters Score -4281352 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4281778.000000 Penalty: 5169.215332
	Iteration 11Q: 3 clusters Score -4281778 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4282016.500000 Penalty: 5169.215332
	Iteration 12Q: 3 clusters Score -4282016 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4282170.000000 Penalty: 5169.215332
	Iteration 13Q: 3 clusters Score -4282170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4282281.000000 Penalty: 5169.215332
	Iteration 14Q: 3 clusters Score -4282281 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4282363.000000 Penalty: 5169.215332
	Iteration 15Q: 3 clusters Score -4282363 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4282442.000000 Penalty: 5169.215332
	Iteration 16Q: 3 clusters Score -4282442 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4282504.500000 Penalty: 5169.215332
	Iteration 17Q: 3 clusters Score -4282504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4282547.000000 Penalty: 5169.215332
	Iteration 18Q: 3 clusters Score -4282547 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4282591.000000 Penalty: 5169.215332
	Iteration 19Q: 3 clusters Score -4282591 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4282640.000000 Penalty: 5169.215332
	Iteration 20F: 3 clusters Score -4282640 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4282670.000000 Penalty: 5169.215332
	Iteration 21Q: 3 clusters Score -4282670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4282683.500000 Penalty: 5169.215332
	Iteration 22Q: 3 clusters Score -4282684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4282702.000000 Penalty: 5169.215332
	Iteration 23Q: 3 clusters Score -4282702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4282714.000000 Penalty: 5169.215332
	Iteration 24Q: 3 clusters Score -4282714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4282743.500000 Penalty: 5169.215332
	Iteration 25Q: 3 clusters Score -4282744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4282755.000000 Penalty: 5169.215332
	Iteration 26Q: 3 clusters Score -4282755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4282781.000000 Penalty: 5169.215332
	Iteration 27Q: 3 clusters Score -4282781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4282789.000000 Penalty: 5169.215332
	Iteration 28Q: 3 clusters Score -4282789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4282810.500000 Penalty: 5169.215332
	Iteration 29Q: 3 clusters Score -4282810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4282817.000000 Penalty: 5169.215332
	Iteration 30Q: 3 clusters Score -4282817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4282847.500000 Penalty: 5169.215332
	Iteration 31Q: 3 clusters Score -4282848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4282854.000000 Penalty: 5169.215332
	Iteration 32Q: 3 clusters Score -4282854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4282854.000000 Penalty: 5169.215332
	Iteration 33Q: 3 clusters Score -4282854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4282856.500000 Penalty: 5169.215332
	Iteration 34Q: 3 clusters Score -4282856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4282871.000000 Penalty: 5169.215332
	Iteration 35Q: 3 clusters Score -4282871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4282890.000000 Penalty: 5169.215332
	Iteration 36Q: 3 clusters Score -4282890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4282891.000000 Penalty: 5169.215332
	Iteration 37Q: 3 clusters Score -4282891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4282901.500000 Penalty: 5169.215332
	Iteration 38Q: 3 clusters Score -4282902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4282914.500000 Penalty: 5169.215332
	Iteration 39Q: 3 clusters Score -4282914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4282923.000000 Penalty: 5169.215332
	Iteration 40F: 3 clusters Score -4282923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4282938.000000 Penalty: 5169.215332
	Iteration 41Q: 3 clusters Score -4282938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4282944.500000 Penalty: 5169.215332
	Iteration 42Q: 3 clusters Score -4282944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4282961.000000 Penalty: 5169.215332
	Iteration 43Q: 3 clusters Score -4282961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4282970.500000 Penalty: 5169.215332
	Iteration 44Q: 3 clusters Score -4282970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4282985.000000 Penalty: 5169.215332
	Iteration 45Q: 3 clusters Score -4282985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4283003.500000 Penalty: 5169.215332
	Iteration 46Q: 3 clusters Score -4283004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4283010.000000 Penalty: 5169.215332
	Iteration 47Q: 3 clusters Score -4283010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4283017.000000 Penalty: 5169.215332
	Iteration 48Q: 3 clusters Score -4283017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4283016.500000 Penalty: 5169.215332
	Iteration 49Q: 3 clusters Score -4283016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4283019.000000 Penalty: 5169.215332
	Iteration 50Q: 3 clusters Score -4283019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4283028.000000 Penalty: 5169.215332
	Iteration 51Q: 3 clusters Score -4283028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4283034.000000 Penalty: 5169.215332
	Iteration 52Q: 3 clusters Score -4283034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4283031.000000 Penalty: 5169.215332
	Iteration 53Q: 3 clusters Score -4283031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -4283044.000000 Penalty: 5169.215332
	Iteration 54Q: 3 clusters Score -4283044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4283042.000000 Penalty: 5169.215332
	Iteration 55Q: 3 clusters Score -4283042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4283044.500000 Penalty: 5169.215332
	Iteration 56Q: 3 clusters Score -4283044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4283057.000000 Penalty: 5169.215332
	Iteration 57Q: 3 clusters Score -4283057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4283065.500000 Penalty: 5169.215332
	Iteration 58Q: 3 clusters Score -4283066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4283063.500000 Penalty: 5169.215332
	Iteration 59Q: 3 clusters Score -4283064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4283072.000000 Penalty: 5169.215332
	Iteration 60F: 3 clusters Score -4283072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4283074.500000 Penalty: 5169.215332
	Iteration 61Q: 3 clusters Score -4283074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4283081.000000 Penalty: 5169.215332
	Iteration 62Q: 3 clusters Score -4283081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4283073.500000 Penalty: 5169.215332
	Iteration 63Q: 3 clusters Score -4283074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4283072.000000 Penalty: 5169.215332
	Iteration 64Q: 3 clusters Score -4283072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4283072.500000 Penalty: 5169.215332
	Iteration 65Q: 3 clusters Score -4283072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4283086.000000 Penalty: 5169.215332
	Iteration 66Q: 3 clusters Score -4283086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4283090.500000 Penalty: 5169.215332
	Iteration 67Q: 3 clusters Score -4283090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4283084.000000 Penalty: 5169.215332
	Iteration 68Q: 3 clusters Score -4283084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4283084.500000 Penalty: 5169.215332
	Iteration 69Q: 3 clusters Score -4283084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4283085.000000 Penalty: 5169.215332
	Iteration 70Q: 3 clusters Score -4283085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -4283092.000000 Penalty: 5169.215332
	Iteration 71Q: 3 clusters Score -4283092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4283096.500000 Penalty: 5169.215332
	Iteration 72Q: 3 clusters Score -4283096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4283092.000000 Penalty: 5169.215332
	Iteration 73Q: 3 clusters Score -4283092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4283091.000000 Penalty: 5169.215332
	Iteration 74Q: 3 clusters Score -4283091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4283093.000000 Penalty: 5169.215332
	Iteration 75Q: 3 clusters Score -4283093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4283092.500000 Penalty: 5169.215332
	Iteration 76Q: 3 clusters Score -4283092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4283097.500000 Penalty: 5169.215332
	Iteration 77Q: 3 clusters Score -4283098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4283102.000000 Penalty: 5169.215332
	Iteration 78Q: 3 clusters Score -4283102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4283098.000000 Penalty: 5169.215332
	Iteration 79Q: 3 clusters Score -4283098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4283095.500000 Penalty: 5169.215332
	Iteration 80F: 3 clusters Score -4283096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4283092.500000 Penalty: 5169.215332
	Iteration 81Q: 3 clusters Score -4283092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4283095.000000 Penalty: 5169.215332
	Iteration 82Q: 3 clusters Score -4283095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4283094.500000 Penalty: 5169.215332
	Iteration 83Q: 3 clusters Score -4283094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4283090.000000 Penalty: 5169.215332
	Iteration 84Q: 3 clusters Score -4283090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4283093.000000 Penalty: 5169.215332
	Iteration 85Q: 3 clusters Score -4283093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4283093.000000 Penalty: 5169.215332
	Iteration 86Q: 3 clusters Score -4283093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4283089.000000 Penalty: 5169.215332
	Iteration 87Q: 3 clusters Score -4283089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4283088.500000 Penalty: 5169.215332
	Iteration 88Q: 3 clusters Score -4283088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4283087.500000 Penalty: 5169.215332
	Iteration 89Q: 3 clusters Score -4283088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4283082.000000 Penalty: 5169.215332
	Iteration 90Q: 3 clusters Score -4283082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4283086.000000 Penalty: 5169.215332
	Iteration 91Q: 3 clusters Score -4283086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4283085.500000 Penalty: 5169.215332
	Iteration 92Q: 3 clusters Score -4283086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4283085.500000 Penalty: 5169.215332
	Iteration 93F: 3 clusters Score -4283086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1748478.500000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1748478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1738279.875000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1738280 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1741582.750000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1741583 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1741972.375000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1741972 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1742325.250000 Penalty: 4729.912109
	Iteration 3F: 3 clusters Score -1742325 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1742683.875000 Penalty: 4729.912109
	Iteration 4Q: 3 clusters Score -1742684 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1743053.375000 Penalty: 4729.912109
	Iteration 5Q: 3 clusters Score -1743053 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1743405.500000 Penalty: 4729.912109
	Iteration 6Q: 3 clusters Score -1743406 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1743761.375000 Penalty: 4729.912109
	Iteration 7Q: 3 clusters Score -1743761 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1744135.125000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1744135 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1744503.875000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1744504 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1744830.750000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1744831 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1745117.500000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1745118 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1745398.875000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1745399 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1745693.000000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1745693 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1745964.000000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1745964 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1746218.750000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1746219 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1746489.875000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1746490 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1746747.000000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1746747 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1746958.875000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1746959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1747105.000000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1747105 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1747218.750000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1747219 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1747278.125000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1747278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1747331.750000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1747332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1747347.500000 Penalty: 4729.912109
	Iteration 23Q: 3 clusters Score -1747348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1747357.375000 Penalty: 4729.912109
	Iteration 24Q: 3 clusters Score -1747357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1747364.000000 Penalty: 4729.912109
	Iteration 25Q: 3 clusters Score -1747364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1747376.000000 Penalty: 4729.912109
	Iteration 26Q: 3 clusters Score -1747376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1747367.375000 Penalty: 4729.912109
	Iteration 27Q: 3 clusters Score -1747367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1747377.375000 Penalty: 4729.912109
	Iteration 28Q: 3 clusters Score -1747377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1747376.875000 Penalty: 4729.912109
	Iteration 29Q: 3 clusters Score -1747377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1747374.250000 Penalty: 4729.912109
	Iteration 30Q: 3 clusters Score -1747374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1747377.875000 Penalty: 4729.912109
	Iteration 31Q: 3 clusters Score -1747378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1747376.375000 Penalty: 4729.912109
	Iteration 32Q: 3 clusters Score -1747376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1747376.125000 Penalty: 4729.912109
	Iteration 33Q: 3 clusters Score -1747376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1747379.500000 Penalty: 4729.912109
	Iteration 34Q: 3 clusters Score -1747380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1747379.000000 Penalty: 4729.912109
	Iteration 35Q: 3 clusters Score -1747379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1747381.000000 Penalty: 4729.912109
	Iteration 36Q: 3 clusters Score -1747381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1747381.000000 Penalty: 4729.912109
	Iteration 37F: 3 clusters Score -1747381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1141183.250000 Penalty: 2267.708740
	Iteration 0F: 2 clusters Score -1141183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1133937.375000 Penalty: 4535.417480
	Iteration 0F: 3 clusters Score -1133937 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1135967.875000 Penalty: 4535.417480
	Iteration 1F: 3 clusters Score -1135968 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1136400.625000 Penalty: 4535.417480
	Iteration 2F: 3 clusters Score -1136401 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1136863.750000 Penalty: 4535.417480
	Iteration 3F: 3 clusters Score -1136864 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1137397.250000 Penalty: 4535.417480
	Iteration 4F: 3 clusters Score -1137397 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1137957.125000 Penalty: 4535.417480
	Iteration 5F: 3 clusters Score -1137957 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1138391.125000 Penalty: 4535.417480
	Iteration 6F: 3 clusters Score -1138391 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1138690.625000 Penalty: 4535.417480
	Iteration 7F: 3 clusters Score -1138691 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1138888.625000 Penalty: 4535.417480
	Iteration 8Q: 3 clusters Score -1138889 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1139009.250000 Penalty: 4535.417480
	Iteration 9Q: 3 clusters Score -1139009 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1139102.750000 Penalty: 4535.417480
	Iteration 10Q: 3 clusters Score -1139103 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1139173.125000 Penalty: 4535.417480
	Iteration 11Q: 3 clusters Score -1139173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1139221.500000 Penalty: 4535.417480
	Iteration 12Q: 3 clusters Score -1139222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1139265.375000 Penalty: 4535.417480
	Iteration 13Q: 3 clusters Score -1139265 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1139298.375000 Penalty: 4535.417480
	Iteration 14Q: 3 clusters Score -1139298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1139319.500000 Penalty: 4535.417480
	Iteration 15Q: 3 clusters Score -1139320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1139338.750000 Penalty: 4535.417480
	Iteration 16Q: 3 clusters Score -1139339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1139360.625000 Penalty: 4535.417480
	Iteration 17Q: 3 clusters Score -1139361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1139377.125000 Penalty: 4535.417480
	Iteration 18Q: 3 clusters Score -1139377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1139397.250000 Penalty: 4535.417480
	Iteration 19Q: 3 clusters Score -1139397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1139414.750000 Penalty: 4535.417480
	Iteration 20F: 3 clusters Score -1139415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1139429.250000 Penalty: 4535.417480
	Iteration 21Q: 3 clusters Score -1139429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1139446.125000 Penalty: 4535.417480
	Iteration 22Q: 3 clusters Score -1139446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1139457.125000 Penalty: 4535.417480
	Iteration 23Q: 3 clusters Score -1139457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1139474.250000 Penalty: 4535.417480
	Iteration 24Q: 3 clusters Score -1139474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1139486.875000 Penalty: 4535.417480
	Iteration 25Q: 3 clusters Score -1139487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1139500.875000 Penalty: 4535.417480
	Iteration 26Q: 3 clusters Score -1139501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1139512.625000 Penalty: 4535.417480
	Iteration 27Q: 3 clusters Score -1139513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1139524.875000 Penalty: 4535.417480
	Iteration 28Q: 3 clusters Score -1139525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1139535.750000 Penalty: 4535.417480
	Iteration 29Q: 3 clusters Score -1139536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1139544.875000 Penalty: 4535.417480
	Iteration 30Q: 3 clusters Score -1139545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1139553.625000 Penalty: 4535.417480
	Iteration 31Q: 3 clusters Score -1139554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1139565.125000 Penalty: 4535.417480
	Iteration 32Q: 3 clusters Score -1139565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1139570.500000 Penalty: 4535.417480
	Iteration 33Q: 3 clusters Score -1139570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1139581.375000 Penalty: 4535.417480
	Iteration 34Q: 3 clusters Score -1139581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1139589.750000 Penalty: 4535.417480
	Iteration 35Q: 3 clusters Score -1139590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1139595.750000 Penalty: 4535.417480
	Iteration 36Q: 3 clusters Score -1139596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1139604.750000 Penalty: 4535.417480
	Iteration 37Q: 3 clusters Score -1139605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1139611.625000 Penalty: 4535.417480
	Iteration 38Q: 3 clusters Score -1139612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1139614.125000 Penalty: 4535.417480
	Iteration 39Q: 3 clusters Score -1139614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1139618.750000 Penalty: 4535.417480
	Iteration 40F: 3 clusters Score -1139619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1139622.875000 Penalty: 4535.417480
	Iteration 41Q: 3 clusters Score -1139623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1139625.625000 Penalty: 4535.417480
	Iteration 42Q: 3 clusters Score -1139626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1139624.250000 Penalty: 4535.417480
	Iteration 43Q: 3 clusters Score -1139624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1139627.875000 Penalty: 4535.417480
	Iteration 44Q: 3 clusters Score -1139628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1139632.625000 Penalty: 4535.417480
	Iteration 45Q: 3 clusters Score -1139633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1139635.375000 Penalty: 4535.417480
	Iteration 46Q: 3 clusters Score -1139635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1139638.625000 Penalty: 4535.417480
	Iteration 47Q: 3 clusters Score -1139639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1139638.625000 Penalty: 4535.417480
	Iteration 48Q: 3 clusters Score -1139639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1139643.125000 Penalty: 4535.417480
	Iteration 49Q: 3 clusters Score -1139643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1139643.625000 Penalty: 4535.417480
	Iteration 50Q: 3 clusters Score -1139644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1139646.125000 Penalty: 4535.417480
	Iteration 51Q: 3 clusters Score -1139646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1139648.000000 Penalty: 4535.417480
	Iteration 52Q: 3 clusters Score -1139648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1139652.750000 Penalty: 4535.417480
	Iteration 53Q: 3 clusters Score -1139653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1139653.000000 Penalty: 4535.417480
	Iteration 54Q: 3 clusters Score -1139653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1139654.125000 Penalty: 4535.417480
	Iteration 55Q: 3 clusters Score -1139654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1139657.750000 Penalty: 4535.417480
	Iteration 56Q: 3 clusters Score -1139658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1139659.875000 Penalty: 4535.417480
	Iteration 57Q: 3 clusters Score -1139660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1139663.625000 Penalty: 4535.417480
	Iteration 58Q: 3 clusters Score -1139664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1139664.500000 Penalty: 4535.417480
	Iteration 59Q: 3 clusters Score -1139664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1139671.125000 Penalty: 4535.417480
	Iteration 60F: 3 clusters Score -1139671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1139668.500000 Penalty: 4535.417480
	Iteration 61Q: 3 clusters Score -1139668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1139670.625000 Penalty: 4535.417480
	Iteration 62Q: 3 clusters Score -1139671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1139671.875000 Penalty: 4535.417480
	Iteration 63Q: 3 clusters Score -1139672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1139671.625000 Penalty: 4535.417480
	Iteration 64Q: 3 clusters Score -1139672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1139671.625000 Penalty: 4535.417480
	Iteration 65F: 3 clusters Score -1139672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Entering Unmasked Estep 
Score: -6413464.000000 Penalty: 2701.484863
	Iteration 0F: 2 clusters Score -6413464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -6377325.500000 Penalty: 5402.969727
	Iteration 0F: 3 clusters Score -6377326 nChanged 24894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6391504.500000 Penalty: 5402.969727
	Iteration 1F: 3 clusters Score -6391504 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -6392643.500000 Penalty: 5402.969727
	Iteration 2F: 3 clusters Score -6392644 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6393921.500000 Penalty: 5402.969727
	Iteration 3F: 3 clusters Score -6393922 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -6395314.000000 Penalty: 5402.969727
	Iteration 4F: 3 clusters Score -6395314 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -6396734.500000 Penalty: 5402.969727
	Iteration 5F: 3 clusters Score -6396734 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6397981.000000 Penalty: 5402.969727
	Iteration 6F: 3 clusters Score -6397981 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -6399225.500000 Penalty: 5402.969727
	Iteration 7Q: 3 clusters Score -6399226 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6400392.500000 Penalty: 5402.969727
	Iteration 8Q: 3 clusters Score -6400392 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -6401485.000000 Penalty: 5402.969727
	Iteration 9Q: 3 clusters Score -6401485 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -6402549.000000 Penalty: 5402.969727
	Iteration 10Q: 3 clusters Score -6402549 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -6403312.000000 Penalty: 5402.969727
	Iteration 11Q: 3 clusters Score -6403312 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6403861.000000 Penalty: 5402.969727
	Iteration 12Q: 3 clusters Score -6403861 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -6404232.500000 Penalty: 5402.969727
	Iteration 13Q: 3 clusters Score -6404232 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6404508.500000 Penalty: 5402.969727
	Iteration 14Q: 3 clusters Score -6404508 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6404696.000000 Penalty: 5402.969727
	Iteration 15Q: 3 clusters Score -6404696 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -6404830.000000 Penalty: 5402.969727
	Iteration 16Q: 3 clusters Score -6404830 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6405006.000000 Penalty: 5402.969727
	Iteration 17Q: 3 clusters Score -6405006 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6405169.000000 Penalty: 5402.969727
	Iteration 18Q: 3 clusters Score -6405169 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -6405329.000000 Penalty: 5402.969727
	Iteration 19Q: 3 clusters Score -6405329 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -6405499.000000 Penalty: 5402.969727
	Iteration 20F: 3 clusters Score -6405499 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -6405763.500000 Penalty: 5402.969727
	Iteration 21Q: 3 clusters Score -6405764 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -6406001.500000 Penalty: 5402.969727
	Iteration 22Q: 3 clusters Score -6406002 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -6406284.500000 Penalty: 5402.969727
	Iteration 23Q: 3 clusters Score -6406284 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -6406582.000000 Penalty: 5402.969727
	Iteration 24Q: 3 clusters Score -6406582 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -6406919.000000 Penalty: 5402.969727
	Iteration 25Q: 3 clusters Score -6406919 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6407276.500000 Penalty: 5402.969727
	Iteration 26Q: 3 clusters Score -6407276 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -6407627.500000 Penalty: 5402.969727
	Iteration 27Q: 3 clusters Score -6407628 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6407959.500000 Penalty: 5402.969727
	Iteration 28Q: 3 clusters Score -6407960 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6408259.500000 Penalty: 5402.969727
	Iteration 29Q: 3 clusters Score -6408260 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -6408635.000000 Penalty: 5402.969727
	Iteration 30Q: 3 clusters Score -6408635 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6408975.500000 Penalty: 5402.969727
	Iteration 31Q: 3 clusters Score -6408976 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -6409245.500000 Penalty: 5402.969727
	Iteration 32Q: 3 clusters Score -6409246 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6409532.000000 Penalty: 5402.969727
	Iteration 33Q: 3 clusters Score -6409532 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6409796.500000 Penalty: 5402.969727
	Iteration 34Q: 3 clusters Score -6409796 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -6410060.000000 Penalty: 5402.969727
	Iteration 35Q: 3 clusters Score -6410060 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6410287.000000 Penalty: 5402.969727
	Iteration 36Q: 3 clusters Score -6410287 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -6410475.000000 Penalty: 5402.969727
	Iteration 37Q: 3 clusters Score -6410475 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6410624.500000 Penalty: 5402.969727
	Iteration 38Q: 3 clusters Score -6410624 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6410722.500000 Penalty: 5402.969727
	Iteration 39Q: 3 clusters Score -6410722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6410806.000000 Penalty: 5402.969727
	Iteration 40F: 3 clusters Score -6410806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6410872.500000 Penalty: 5402.969727
	Iteration 41Q: 3 clusters Score -6410872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6410941.000000 Penalty: 5402.969727
	Iteration 42Q: 3 clusters Score -6410941 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6410999.500000 Penalty: 5402.969727
	Iteration 43Q: 3 clusters Score -6411000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6411047.000000 Penalty: 5402.969727
	Iteration 44Q: 3 clusters Score -6411047 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6411088.500000 Penalty: 5402.969727
	Iteration 45Q: 3 clusters Score -6411088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -6411154.500000 Penalty: 5402.969727
	Iteration 46Q: 3 clusters Score -6411154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6411161.000000 Penalty: 5402.969727
	Iteration 47Q: 3 clusters Score -6411161 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -6411193.000000 Penalty: 5402.969727
	Iteration 48Q: 3 clusters Score -6411193 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6411194.000000 Penalty: 5402.969727
	Iteration 49Q: 3 clusters Score -6411194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6411219.000000 Penalty: 5402.969727
	Iteration 50Q: 3 clusters Score -6411219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6411240.500000 Penalty: 5402.969727
	Iteration 51Q: 3 clusters Score -6411240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6411249.000000 Penalty: 5402.969727
	Iteration 52Q: 3 clusters Score -6411249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6411263.000000 Penalty: 5402.969727
	Iteration 53Q: 3 clusters Score -6411263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6411262.500000 Penalty: 5402.969727
	Iteration 54Q: 3 clusters Score -6411262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -6411279.500000 Penalty: 5402.969727
	Iteration 55Q: 3 clusters Score -6411280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6411276.500000 Penalty: 5402.969727
	Iteration 56Q: 3 clusters Score -6411276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -6411272.500000 Penalty: 5402.969727
	Iteration 57Q: 3 clusters Score -6411272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -6411277.000000 Penalty: 5402.969727
	Iteration 58Q: 3 clusters Score -6411277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6411290.000000 Penalty: 5402.969727
	Iteration 59Q: 3 clusters Score -6411290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6411290.000000 Penalty: 5402.969727
	Iteration 60F: 3 clusters Score -6411290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6411300.500000 Penalty: 5402.969727
	Iteration 61Q: 3 clusters Score -6411300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6411292.000000 Penalty: 5402.969727
	Iteration 62Q: 3 clusters Score -6411292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6411307.000000 Penalty: 5402.969727
	Iteration 63Q: 3 clusters Score -6411307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6411306.000000 Penalty: 5402.969727
	Iteration 64Q: 3 clusters Score -6411306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -6411306.000000 Penalty: 5402.969727
	Iteration 65Q: 3 clusters Score -6411306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6411306.500000 Penalty: 5402.969727
	Iteration 66Q: 3 clusters Score -6411306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6411307.500000 Penalty: 5402.969727
	Iteration 67Q: 3 clusters Score -6411308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6411316.500000 Penalty: 5402.969727
	Iteration 68Q: 3 clusters Score -6411316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6411318.500000 Penalty: 5402.969727
	Iteration 69Q: 3 clusters Score -6411318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -6411321.500000 Penalty: 5402.969727
	Iteration 70Q: 3 clusters Score -6411322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -6411317.500000 Penalty: 5402.969727
	Iteration 71Q: 3 clusters Score -6411318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6411325.500000 Penalty: 5402.969727
	Iteration 72Q: 3 clusters Score -6411326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6411324.000000 Penalty: 5402.969727
	Iteration 73Q: 3 clusters Score -6411324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6411322.500000 Penalty: 5402.969727
	Iteration 74Q: 3 clusters Score -6411322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6411324.500000 Penalty: 5402.969727
	Iteration 75Q: 3 clusters Score -6411324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6411322.000000 Penalty: 5402.969727
	Iteration 76Q: 3 clusters Score -6411322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6411335.500000 Penalty: 5402.969727
	Iteration 77Q: 3 clusters Score -6411336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -6411346.500000 Penalty: 5402.969727
	Iteration 78Q: 3 clusters Score -6411346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6411354.500000 Penalty: 5402.969727
	Iteration 79Q: 3 clusters Score -6411354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -6411359.500000 Penalty: 5402.969727
	Iteration 80F: 3 clusters Score -6411360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6411354.500000 Penalty: 5402.969727
	Iteration 81Q: 3 clusters Score -6411354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6411366.000000 Penalty: 5402.969727
	Iteration 82Q: 3 clusters Score -6411366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -6411369.000000 Penalty: 5402.969727
	Iteration 83Q: 3 clusters Score -6411369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6411357.500000 Penalty: 5402.969727
	Iteration 84Q: 3 clusters Score -6411358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -6411355.000000 Penalty: 5402.969727
	Iteration 85Q: 3 clusters Score -6411355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -6411358.500000 Penalty: 5402.969727
	Iteration 86Q: 3 clusters Score -6411358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -6411367.000000 Penalty: 5402.969727
	Iteration 87Q: 3 clusters Score -6411367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6411376.000000 Penalty: 5402.969727
	Iteration 88Q: 3 clusters Score -6411376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6411376.000000 Penalty: 5402.969727
	Iteration 89Q: 3 clusters Score -6411376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6411383.500000 Penalty: 5402.969727
	Iteration 90Q: 3 clusters Score -6411384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6411381.000000 Penalty: 5402.969727
	Iteration 91Q: 3 clusters Score -6411381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6411380.500000 Penalty: 5402.969727
	Iteration 92Q: 3 clusters Score -6411380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6411375.500000 Penalty: 5402.969727
	Iteration 93Q: 3 clusters Score -6411376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6411372.000000 Penalty: 5402.969727
	Iteration 94Q: 3 clusters Score -6411372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -6411371.000000 Penalty: 5402.969727
	Iteration 95Q: 3 clusters Score -6411371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -6411369.500000 Penalty: 5402.969727
	Iteration 96Q: 3 clusters Score -6411370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -6411369.500000 Penalty: 5402.969727
	Iteration 97Q: 3 clusters Score -6411370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -6411371.500000 Penalty: 5402.969727
	Iteration 98Q: 3 clusters Score -6411372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6411370.000000 Penalty: 5402.969727
	Iteration 99Q: 3 clusters Score -6411370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -6411375.000000 Penalty: 5402.969727
	Iteration 100F: 3 clusters Score -6411375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6411377.000000 Penalty: 5402.969727
	Iteration 101Q: 3 clusters Score -6411377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -6411379.500000 Penalty: 5402.969727
	Iteration 102Q: 3 clusters Score -6411380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6411382.500000 Penalty: 5402.969727
	Iteration 103Q: 3 clusters Score -6411382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -6411392.000000 Penalty: 5402.969727
	Iteration 104Q: 3 clusters Score -6411392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -6411393.500000 Penalty: 5402.969727
	Iteration 105Q: 3 clusters Score -6411394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6411392.000000 Penalty: 5402.969727
	Iteration 106Q: 3 clusters Score -6411392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6411392.000000 Penalty: 5402.969727
	Iteration 107F: 3 clusters Score -6411392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Entering Unmasked Estep 
Score: -7412845.000000 Penalty: 2713.895752
	Iteration 0F: 2 clusters Score -7412845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7374753.500000 Penalty: 5427.791504
	Iteration 0F: 3 clusters Score -7374754 nChanged 26252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7389321.000000 Penalty: 5427.791504
	Iteration 1F: 3 clusters Score -7389321 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -7390115.500000 Penalty: 5427.791504
	Iteration 2Q: 3 clusters Score -7390116 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -7390998.000000 Penalty: 5427.791504
	Iteration 3Q: 3 clusters Score -7390998 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -7392010.500000 Penalty: 5427.791504
	Iteration 4Q: 3 clusters Score -7392010 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7393259.000000 Penalty: 5427.791504
	Iteration 5Q: 3 clusters Score -7393259 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -7394945.500000 Penalty: 5427.791504
	Iteration 6F: 3 clusters Score -7394946 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7397248.500000 Penalty: 5427.791504
	Iteration 7F: 3 clusters Score -7397248 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -7400323.000000 Penalty: 5427.791504
	Iteration 8F: 3 clusters Score -7400323 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -7403691.000000 Penalty: 5427.791504
	Iteration 9F: 3 clusters Score -7403691 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -7406602.000000 Penalty: 5427.791504
	Iteration 10F: 3 clusters Score -7406602 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -7408555.000000 Penalty: 5427.791504
	Iteration 11Q: 3 clusters Score -7408555 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -7409633.500000 Penalty: 5427.791504
	Iteration 12Q: 3 clusters Score -7409634 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -7410274.500000 Penalty: 5427.791504
	Iteration 13Q: 3 clusters Score -7410274 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -7410609.000000 Penalty: 5427.791504
	Iteration 14Q: 3 clusters Score -7410609 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -7410902.500000 Penalty: 5427.791504
	Iteration 15Q: 3 clusters Score -7410902 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -7411126.000000 Penalty: 5427.791504
	Iteration 16Q: 3 clusters Score -7411126 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7411346.000000 Penalty: 5427.791504
	Iteration 17Q: 3 clusters Score -7411346 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -7411417.000000 Penalty: 5427.791504
	Iteration 18Q: 3 clusters Score -7411417 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -7411507.000000 Penalty: 5427.791504
	Iteration 19Q: 3 clusters Score -7411507 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -7411583.000000 Penalty: 5427.791504
	Iteration 20F: 3 clusters Score -7411583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -7411631.500000 Penalty: 5427.791504
	Iteration 21Q: 3 clusters Score -7411632 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -7411674.500000 Penalty: 5427.791504
	Iteration 22Q: 3 clusters Score -7411674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -7411715.000000 Penalty: 5427.791504
	Iteration 23Q: 3 clusters Score -7411715 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -7411716.500000 Penalty: 5427.791504
	Iteration 24Q: 3 clusters Score -7411716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -7411734.000000 Penalty: 5427.791504
	Iteration 25Q: 3 clusters Score -7411734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -7411722.000000 Penalty: 5427.791504
	Iteration 26Q: 3 clusters Score -7411722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -7411740.500000 Penalty: 5427.791504
	Iteration 27Q: 3 clusters Score -7411740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -7411738.000000 Penalty: 5427.791504
	Iteration 28Q: 3 clusters Score -7411738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -7411736.000000 Penalty: 5427.791504
	Iteration 29Q: 3 clusters Score -7411736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -7411741.500000 Penalty: 5427.791504
	Iteration 30Q: 3 clusters Score -7411742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7411740.500000 Penalty: 5427.791504
	Iteration 31Q: 3 clusters Score -7411740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -7411743.000000 Penalty: 5427.791504
	Iteration 32Q: 3 clusters Score -7411743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -7411738.500000 Penalty: 5427.791504
	Iteration 33Q: 3 clusters Score -7411738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7411751.500000 Penalty: 5427.791504
	Iteration 34Q: 3 clusters Score -7411752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7411767.500000 Penalty: 5427.791504
	Iteration 35Q: 3 clusters Score -7411768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -7411769.000000 Penalty: 5427.791504
	Iteration 36Q: 3 clusters Score -7411769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -7411777.500000 Penalty: 5427.791504
	Iteration 37Q: 3 clusters Score -7411778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -7411790.000000 Penalty: 5427.791504
	Iteration 38Q: 3 clusters Score -7411790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -7411788.000000 Penalty: 5427.791504
	Iteration 39Q: 3 clusters Score -7411788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -7411776.000000 Penalty: 5427.791504
	Iteration 40F: 3 clusters Score -7411776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -7411779.000000 Penalty: 5427.791504
	Iteration 41Q: 3 clusters Score -7411779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -7411779.500000 Penalty: 5427.791504
	Iteration 42Q: 3 clusters Score -7411780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -7411782.500000 Penalty: 5427.791504
	Iteration 43Q: 3 clusters Score -7411782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7411778.500000 Penalty: 5427.791504
	Iteration 44Q: 3 clusters Score -7411778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -7411779.000000 Penalty: 5427.791504
	Iteration 45Q: 3 clusters Score -7411779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7411780.500000 Penalty: 5427.791504
	Iteration 46Q: 3 clusters Score -7411780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -7411772.500000 Penalty: 5427.791504
	Iteration 47Q: 3 clusters Score -7411772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -7411775.500000 Penalty: 5427.791504
	Iteration 48Q: 3 clusters Score -7411776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -7411774.000000 Penalty: 5427.791504
	Iteration 49Q: 3 clusters Score -7411774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -7411771.000000 Penalty: 5427.791504
	Iteration 50Q: 3 clusters Score -7411771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -7411772.500000 Penalty: 5427.791504
	Iteration 51Q: 3 clusters Score -7411772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -7411772.500000 Penalty: 5427.791504
	Iteration 52F: 3 clusters Score -7411772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -1645598.625000 Penalty: 2378.949219
	Iteration 0F: 2 clusters Score -1645599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1635081.625000 Penalty: 4757.898438
	Iteration 0F: 3 clusters Score -1635082 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1638715.000000 Penalty: 4757.898438
	Iteration 1F: 3 clusters Score -1638715 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1639433.500000 Penalty: 4757.898438
	Iteration 2F: 3 clusters Score -1639434 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1640062.625000 Penalty: 4757.898438
	Iteration 3F: 3 clusters Score -1640063 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1640578.000000 Penalty: 4757.898438
	Iteration 4F: 3 clusters Score -1640578 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1640980.000000 Penalty: 4757.898438
	Iteration 5F: 3 clusters Score -1640980 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1641287.125000 Penalty: 4757.898438
	Iteration 6Q: 3 clusters Score -1641287 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1641517.000000 Penalty: 4757.898438
	Iteration 7Q: 3 clusters Score -1641517 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1641680.125000 Penalty: 4757.898438
	Iteration 8Q: 3 clusters Score -1641680 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1641827.875000 Penalty: 4757.898438
	Iteration 9Q: 3 clusters Score -1641828 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1641969.875000 Penalty: 4757.898438
	Iteration 10Q: 3 clusters Score -1641970 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1642079.250000 Penalty: 4757.898438
	Iteration 11Q: 3 clusters Score -1642079 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1642184.750000 Penalty: 4757.898438
	Iteration 12Q: 3 clusters Score -1642185 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1642296.375000 Penalty: 4757.898438
	Iteration 13Q: 3 clusters Score -1642296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1642418.375000 Penalty: 4757.898438
	Iteration 14Q: 3 clusters Score -1642418 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1642537.125000 Penalty: 4757.898438
	Iteration 15Q: 3 clusters Score -1642537 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1642676.875000 Penalty: 4757.898438
	Iteration 16Q: 3 clusters Score -1642677 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1642843.625000 Penalty: 4757.898438
	Iteration 17Q: 3 clusters Score -1642844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1643030.250000 Penalty: 4757.898438
	Iteration 18Q: 3 clusters Score -1643030 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1643234.875000 Penalty: 4757.898438
	Iteration 19Q: 3 clusters Score -1643235 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1643463.375000 Penalty: 4757.898438
	Iteration 20F: 3 clusters Score -1643463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1643638.500000 Penalty: 4757.898438
	Iteration 21Q: 3 clusters Score -1643638 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1643787.125000 Penalty: 4757.898438
	Iteration 22Q: 3 clusters Score -1643787 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1643942.375000 Penalty: 4757.898438
	Iteration 23Q: 3 clusters Score -1643942 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1644083.500000 Penalty: 4757.898438
	Iteration 24Q: 3 clusters Score -1644084 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1644242.000000 Penalty: 4757.898438
	Iteration 25Q: 3 clusters Score -1644242 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1644381.750000 Penalty: 4757.898438
	Iteration 26Q: 3 clusters Score -1644382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1644531.000000 Penalty: 4757.898438
	Iteration 27Q: 3 clusters Score -1644531 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1644665.750000 Penalty: 4757.898438
	Iteration 28Q: 3 clusters Score -1644666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1644764.625000 Penalty: 4757.898438
	Iteration 29Q: 3 clusters Score -1644765 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1644846.000000 Penalty: 4757.898438
	Iteration 30Q: 3 clusters Score -1644846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1644910.250000 Penalty: 4757.898438
	Iteration 31Q: 3 clusters Score -1644910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1644960.250000 Penalty: 4757.898438
	Iteration 32Q: 3 clusters Score -1644960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1644986.625000 Penalty: 4757.898438
	Iteration 33Q: 3 clusters Score -1644987 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1645004.750000 Penalty: 4757.898438
	Iteration 34Q: 3 clusters Score -1645005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1645024.500000 Penalty: 4757.898438
	Iteration 35Q: 3 clusters Score -1645024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1645038.375000 Penalty: 4757.898438
	Iteration 36Q: 3 clusters Score -1645038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1645048.500000 Penalty: 4757.898438
	Iteration 37Q: 3 clusters Score -1645048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1645052.375000 Penalty: 4757.898438
	Iteration 38Q: 3 clusters Score -1645052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1645057.250000 Penalty: 4757.898438
	Iteration 39Q: 3 clusters Score -1645057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1645058.250000 Penalty: 4757.898438
	Iteration 40F: 3 clusters Score -1645058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1645063.625000 Penalty: 4757.898438
	Iteration 41Q: 3 clusters Score -1645064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1645061.250000 Penalty: 4757.898438
	Iteration 42Q: 3 clusters Score -1645061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1645058.250000 Penalty: 4757.898438
	Iteration 43Q: 3 clusters Score -1645058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1645063.500000 Penalty: 4757.898438
	Iteration 44Q: 3 clusters Score -1645064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1645066.500000 Penalty: 4757.898438
	Iteration 45Q: 3 clusters Score -1645066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1645068.250000 Penalty: 4757.898438
	Iteration 46Q: 3 clusters Score -1645068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1645068.750000 Penalty: 4757.898438
	Iteration 47Q: 3 clusters Score -1645069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1645067.500000 Penalty: 4757.898438
	Iteration 48Q: 3 clusters Score -1645068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1645070.625000 Penalty: 4757.898438
	Iteration 49Q: 3 clusters Score -1645071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1645073.375000 Penalty: 4757.898438
	Iteration 50Q: 3 clusters Score -1645073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1645070.000000 Penalty: 4757.898438
	Iteration 51Q: 3 clusters Score -1645070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1645071.750000 Penalty: 4757.898438
	Iteration 52Q: 3 clusters Score -1645072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1645072.000000 Penalty: 4757.898438
	Iteration 53Q: 3 clusters Score -1645072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1645070.500000 Penalty: 4757.898438
	Iteration 54Q: 3 clusters Score -1645070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1645071.625000 Penalty: 4757.898438
	Iteration 55Q: 3 clusters Score -1645072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1645074.500000 Penalty: 4757.898438
	Iteration 56Q: 3 clusters Score -1645074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1645072.250000 Penalty: 4757.898438
	Iteration 57Q: 3 clusters Score -1645072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1645073.875000 Penalty: 4757.898438
	Iteration 58Q: 3 clusters Score -1645074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1645072.250000 Penalty: 4757.898438
	Iteration 59Q: 3 clusters Score -1645072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1645074.000000 Penalty: 4757.898438
	Iteration 60F: 3 clusters Score -1645074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1645077.875000 Penalty: 4757.898438
	Iteration 61Q: 3 clusters Score -1645078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1645077.750000 Penalty: 4757.898438
	Iteration 62Q: 3 clusters Score -1645078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1645076.125000 Penalty: 4757.898438
	Iteration 63Q: 3 clusters Score -1645076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1645076.250000 Penalty: 4757.898438
	Iteration 64Q: 3 clusters Score -1645076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1645076.250000 Penalty: 4757.898438
	Iteration 65F: 3 clusters Score -1645076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -524911.437500 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -524911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -520839.812500 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -520839.8 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -521773.562500 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -521773.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -521987.906250 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -521987.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -522121.968750 Penalty: 4150.411133
	Iteration 3Q: 3 clusters Score -522122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -522238.750000 Penalty: 4150.411133
	Iteration 4Q: 3 clusters Score -522238.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -522360.125000 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -522360.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -522505.812500 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -522505.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -522667.062500 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -522667.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -522842.500000 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -522842.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -522995.718750 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -522995.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -523101.375000 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -523101.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -523186.031250 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -523186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -523250.593750 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -523250.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -523322.468750 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -523322.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -523366.312500 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -523366.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -523405.718750 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -523405.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -523444.281250 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -523444.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -523476.906250 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -523476.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -523500.718750 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -523500.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -523515.562500 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -523515.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -523527.593750 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -523527.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -523541.718750 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -523541.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -523555.062500 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -523555.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -523563.000000 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -523563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -523572.187500 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -523572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -523578.312500 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -523578.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -523582.656250 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -523582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -523584.562500 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -523584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -523586.062500 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -523586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -523589.125000 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -523589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -523592.125000 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -523592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -523597.093750 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -523597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -523599.250000 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -523599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -523602.062500 Penalty: 4150.411133
	Iteration 33Q: 3 clusters Score -523602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -523605.156250 Penalty: 4150.411133
	Iteration 34Q: 3 clusters Score -523605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -523606.062500 Penalty: 4150.411133
	Iteration 35Q: 3 clusters Score -523606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -523606.812500 Penalty: 4150.411133
	Iteration 36Q: 3 clusters Score -523606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -523607.375000 Penalty: 4150.411133
	Iteration 37Q: 3 clusters Score -523607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -523609.531250 Penalty: 4150.411133
	Iteration 38Q: 3 clusters Score -523609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -523614.281250 Penalty: 4150.411133
	Iteration 39Q: 3 clusters Score -523614.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -523619.468750 Penalty: 4150.411133
	Iteration 40F: 3 clusters Score -523619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -523622.031250 Penalty: 4150.411133
	Iteration 41Q: 3 clusters Score -523622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -523623.437500 Penalty: 4150.411133
	Iteration 42Q: 3 clusters Score -523623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -523624.656250 Penalty: 4150.411133
	Iteration 43Q: 3 clusters Score -523624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -523627.187500 Penalty: 4150.411133
	Iteration 44Q: 3 clusters Score -523627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -523629.187500 Penalty: 4150.411133
	Iteration 45Q: 3 clusters Score -523629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -523630.593750 Penalty: 4150.411133
	Iteration 46Q: 3 clusters Score -523630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -523632.656250 Penalty: 4150.411133
	Iteration 47Q: 3 clusters Score -523632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -523634.156250 Penalty: 4150.411133
	Iteration 48Q: 3 clusters Score -523634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -523636.250000 Penalty: 4150.411133
	Iteration 49Q: 3 clusters Score -523636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -523637.375000 Penalty: 4150.411133
	Iteration 50Q: 3 clusters Score -523637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -523637.156250 Penalty: 4150.411133
	Iteration 51Q: 3 clusters Score -523637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -523639.062500 Penalty: 4150.411133
	Iteration 52Q: 3 clusters Score -523639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -523639.906250 Penalty: 4150.411133
	Iteration 53Q: 3 clusters Score -523639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -523639.906250 Penalty: 4150.411133
	Iteration 54F: 3 clusters Score -523639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -741936.187500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -741936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -736440.812500 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -736440.8 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -738111.062500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -738111.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -738589.500000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -738589.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -738967.312500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -738967.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -739246.562500 Penalty: 4372.276367
	Iteration 4F: 3 clusters Score -739246.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -739462.000000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -739462 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -739627.500000 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -739627.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -739765.437500 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -739765.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -739865.625000 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -739865.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -739946.875000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -739946.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -740012.750000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -740012.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -740063.250000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -740063.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -740104.187500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -740104.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -740136.562500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -740136.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -740159.500000 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -740159.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -740180.000000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -740180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -740194.187500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -740194.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -740211.812500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -740211.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -740226.937500 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -740226.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -740243.312500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -740243.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -740254.125000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -740254.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -740260.875000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -740260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -740265.750000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -740265.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -740271.562500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -740271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -740272.437500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -740272.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -740276.500000 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -740276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -740284.875000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -740284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -740288.187500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -740288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -740290.437500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -740290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -740291.750000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -740291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -740290.625000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -740290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -740290.625000 Penalty: 4372.276367
	Iteration 31F: 3 clusters Score -740290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Entering Unmasked Estep 
Score: -5292146.000000 Penalty: 2631.786133
	Iteration 0F: 2 clusters Score -5292146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -5264635.500000 Penalty: 5263.572266
	Iteration 0F: 3 clusters Score -5264636 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5275030.000000 Penalty: 5263.572266
	Iteration 1F: 3 clusters Score -5275030 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5275754.500000 Penalty: 5263.572266
	Iteration 2Q: 3 clusters Score -5275754 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -5276678.000000 Penalty: 5263.572266
	Iteration 3F: 3 clusters Score -5276678 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5277940.500000 Penalty: 5263.572266
	Iteration 4F: 3 clusters Score -5277940 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5279756.000000 Penalty: 5263.572266
	Iteration 5F: 3 clusters Score -5279756 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5282148.000000 Penalty: 5263.572266
	Iteration 6F: 3 clusters Score -5282148 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5284712.000000 Penalty: 5263.572266
	Iteration 7F: 3 clusters Score -5284712 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5286919.000000 Penalty: 5263.572266
	Iteration 8F: 3 clusters Score -5286919 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5288288.000000 Penalty: 5263.572266
	Iteration 9Q: 3 clusters Score -5288288 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5289046.000000 Penalty: 5263.572266
	Iteration 10Q: 3 clusters Score -5289046 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5289446.000000 Penalty: 5263.572266
	Iteration 11Q: 3 clusters Score -5289446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5289646.000000 Penalty: 5263.572266
	Iteration 12Q: 3 clusters Score -5289646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5289737.000000 Penalty: 5263.572266
	Iteration 13Q: 3 clusters Score -5289737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5289800.500000 Penalty: 5263.572266
	Iteration 14Q: 3 clusters Score -5289800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5289854.500000 Penalty: 5263.572266
	Iteration 15Q: 3 clusters Score -5289854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5289880.000000 Penalty: 5263.572266
	Iteration 16Q: 3 clusters Score -5289880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5289902.500000 Penalty: 5263.572266
	Iteration 17Q: 3 clusters Score -5289902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5289907.500000 Penalty: 5263.572266
	Iteration 18Q: 3 clusters Score -5289908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5289915.000000 Penalty: 5263.572266
	Iteration 19Q: 3 clusters Score -5289915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5289930.000000 Penalty: 5263.572266
	Iteration 20F: 3 clusters Score -5289930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5289939.000000 Penalty: 5263.572266
	Iteration 21Q: 3 clusters Score -5289939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5289945.000000 Penalty: 5263.572266
	Iteration 22Q: 3 clusters Score -5289945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5289955.000000 Penalty: 5263.572266
	Iteration 23Q: 3 clusters Score -5289955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5289962.500000 Penalty: 5263.572266
	Iteration 24Q: 3 clusters Score -5289962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5289963.500000 Penalty: 5263.572266
	Iteration 25Q: 3 clusters Score -5289964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5289962.000000 Penalty: 5263.572266
	Iteration 26Q: 3 clusters Score -5289962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5289960.000000 Penalty: 5263.572266
	Iteration 27Q: 3 clusters Score -5289960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5289960.000000 Penalty: 5263.572266
	Iteration 28F: 3 clusters Score -5289960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -492919.156250 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -492919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -489056.187500 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -489056.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -489940.437500 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -489940.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -490110.750000 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -490110.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -490207.062500 Penalty: 4110.738770
	Iteration 3Q: 3 clusters Score -490207.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -490265.625000 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -490265.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -490307.812500 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -490307.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -490353.625000 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -490353.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -490380.468750 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -490380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -490404.906250 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -490404.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -490428.875000 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -490428.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -490448.468750 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -490448.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -490464.906250 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -490464.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -490477.656250 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -490477.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -490491.531250 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -490491.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -490502.250000 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -490502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -490506.937500 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -490506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490510.656250 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -490510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490514.906250 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -490514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -490519.906250 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -490519.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -490524.312500 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -490524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -490529.343750 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -490529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490530.218750 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -490530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490534.531250 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -490534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490536.812500 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -490536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -490539.750000 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -490539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490540.500000 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -490540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490542.375000 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -490542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490542.062500 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -490542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -490542.593750 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -490542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490543.500000 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -490543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490543.500000 Penalty: 4110.738770
	Iteration 30F: 3 clusters Score -490543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -1477149.250000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -1477149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1468468.625000 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -1468469 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1471096.875000 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -1471097 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1471426.375000 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -1471426 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1471640.375000 Penalty: 4644.121094
	Iteration 3Q: 3 clusters Score -1471640 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1471793.000000 Penalty: 4644.121094
	Iteration 4Q: 3 clusters Score -1471793 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1471931.875000 Penalty: 4644.121094
	Iteration 5Q: 3 clusters Score -1471932 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1472064.500000 Penalty: 4644.121094
	Iteration 6Q: 3 clusters Score -1472064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1472218.625000 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -1472219 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1472398.375000 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -1472398 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1472610.500000 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -1472610 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1472873.625000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -1472874 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1473164.250000 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -1473164 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1473445.625000 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -1473446 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1473735.625000 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -1473736 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1474003.625000 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -1474004 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1474277.500000 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -1474278 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1474539.750000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -1474540 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1474772.500000 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -1474772 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1474964.750000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -1474965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1475109.875000 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -1475110 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1475230.125000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -1475230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1475310.750000 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -1475311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1475356.000000 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -1475356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1475388.375000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -1475388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1475414.625000 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -1475415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1475429.000000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -1475429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1475443.250000 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -1475443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1475442.500000 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -1475442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1475445.250000 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -1475445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1475445.375000 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -1475445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1475445.250000 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -1475445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1475453.000000 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -1475453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1475453.000000 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -1475453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1475455.000000 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -1475455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1475454.500000 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -1475454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1475454.500000 Penalty: 4644.121094
	Iteration 35F: 3 clusters Score -1475454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -451159.875000 Penalty: 2028.441650
	Iteration 0F: 2 clusters Score -451159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -447576.062500 Penalty: 4056.883301
	Iteration 0F: 3 clusters Score -447576.1 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -448341.562500 Penalty: 4056.883301
	Iteration 1F: 3 clusters Score -448341.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -448522.656250 Penalty: 4056.883301
	Iteration 2F: 3 clusters Score -448522.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -448633.062500 Penalty: 4056.883301
	Iteration 3Q: 3 clusters Score -448633.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -448704.062500 Penalty: 4056.883301
	Iteration 4Q: 3 clusters Score -448704.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -448748.468750 Penalty: 4056.883301
	Iteration 5Q: 3 clusters Score -448748.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -448782.625000 Penalty: 4056.883301
	Iteration 6Q: 3 clusters Score -448782.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -448808.656250 Penalty: 4056.883301
	Iteration 7Q: 3 clusters Score -448808.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -448840.500000 Penalty: 4056.883301
	Iteration 8Q: 3 clusters Score -448840.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -448866.843750 Penalty: 4056.883301
	Iteration 9Q: 3 clusters Score -448866.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -448889.218750 Penalty: 4056.883301
	Iteration 10Q: 3 clusters Score -448889.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -448924.343750 Penalty: 4056.883301
	Iteration 11Q: 3 clusters Score -448924.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -448974.375000 Penalty: 4056.883301
	Iteration 12Q: 3 clusters Score -448974.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -449065.656250 Penalty: 4056.883301
	Iteration 13Q: 3 clusters Score -449065.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449197.656250 Penalty: 4056.883301
	Iteration 14Q: 3 clusters Score -449197.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -449305.968750 Penalty: 4056.883301
	Iteration 15Q: 3 clusters Score -449306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -449403.250000 Penalty: 4056.883301
	Iteration 16Q: 3 clusters Score -449403.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -449488.375000 Penalty: 4056.883301
	Iteration 17Q: 3 clusters Score -449488.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -449557.406250 Penalty: 4056.883301
	Iteration 18Q: 3 clusters Score -449557.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -449614.125000 Penalty: 4056.883301
	Iteration 19Q: 3 clusters Score -449614.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -449662.750000 Penalty: 4056.883301
	Iteration 20F: 3 clusters Score -449662.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -449704.406250 Penalty: 4056.883301
	Iteration 21Q: 3 clusters Score -449704.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -449733.906250 Penalty: 4056.883301
	Iteration 22Q: 3 clusters Score -449733.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -449767.906250 Penalty: 4056.883301
	Iteration 23Q: 3 clusters Score -449767.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -449801.156250 Penalty: 4056.883301
	Iteration 24Q: 3 clusters Score -449801.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -449835.156250 Penalty: 4056.883301
	Iteration 25Q: 3 clusters Score -449835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -449859.156250 Penalty: 4056.883301
	Iteration 26Q: 3 clusters Score -449859.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -449876.968750 Penalty: 4056.883301
	Iteration 27Q: 3 clusters Score -449877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -449891.281250 Penalty: 4056.883301
	Iteration 28Q: 3 clusters Score -449891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -449900.750000 Penalty: 4056.883301
	Iteration 29Q: 3 clusters Score -449900.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -449906.625000 Penalty: 4056.883301
	Iteration 30Q: 3 clusters Score -449906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -449913.906250 Penalty: 4056.883301
	Iteration 31Q: 3 clusters Score -449913.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -449921.031250 Penalty: 4056.883301
	Iteration 32Q: 3 clusters Score -449921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -449926.125000 Penalty: 4056.883301
	Iteration 33Q: 3 clusters Score -449926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -449931.750000 Penalty: 4056.883301
	Iteration 34Q: 3 clusters Score -449931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449936.937500 Penalty: 4056.883301
	Iteration 35Q: 3 clusters Score -449936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449941.156250 Penalty: 4056.883301
	Iteration 36Q: 3 clusters Score -449941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -449945.625000 Penalty: 4056.883301
	Iteration 37Q: 3 clusters Score -449945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -449951.687500 Penalty: 4056.883301
	Iteration 38Q: 3 clusters Score -449951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -449957.875000 Penalty: 4056.883301
	Iteration 39Q: 3 clusters Score -449957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -449965.031250 Penalty: 4056.883301
	Iteration 40F: 3 clusters Score -449965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449973.593750 Penalty: 4056.883301
	Iteration 41Q: 3 clusters Score -449973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -449980.281250 Penalty: 4056.883301
	Iteration 42Q: 3 clusters Score -449980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -449990.125000 Penalty: 4056.883301
	Iteration 43Q: 3 clusters Score -449990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -450001.406250 Penalty: 4056.883301
	Iteration 44Q: 3 clusters Score -450001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -450011.625000 Penalty: 4056.883301
	Iteration 45Q: 3 clusters Score -450011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -450023.281250 Penalty: 4056.883301
	Iteration 46Q: 3 clusters Score -450023.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -450035.000000 Penalty: 4056.883301
	Iteration 47Q: 3 clusters Score -450035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -450044.593750 Penalty: 4056.883301
	Iteration 48Q: 3 clusters Score -450044.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -450054.250000 Penalty: 4056.883301
	Iteration 49Q: 3 clusters Score -450054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -450066.281250 Penalty: 4056.883301
	Iteration 50Q: 3 clusters Score -450066.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -450077.593750 Penalty: 4056.883301
	Iteration 51Q: 3 clusters Score -450077.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -450086.093750 Penalty: 4056.883301
	Iteration 52Q: 3 clusters Score -450086.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -450094.156250 Penalty: 4056.883301
	Iteration 53Q: 3 clusters Score -450094.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -450101.625000 Penalty: 4056.883301
	Iteration 54Q: 3 clusters Score -450101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -450107.187500 Penalty: 4056.883301
	Iteration 55Q: 3 clusters Score -450107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -450111.343750 Penalty: 4056.883301
	Iteration 56Q: 3 clusters Score -450111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -450113.312500 Penalty: 4056.883301
	Iteration 57Q: 3 clusters Score -450113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -450115.656250 Penalty: 4056.883301
	Iteration 58Q: 3 clusters Score -450115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -450119.687500 Penalty: 4056.883301
	Iteration 59Q: 3 clusters Score -450119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -450121.718750 Penalty: 4056.883301
	Iteration 60F: 3 clusters Score -450121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -450124.562500 Penalty: 4056.883301
	Iteration 61Q: 3 clusters Score -450124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -450124.625000 Penalty: 4056.883301
	Iteration 62Q: 3 clusters Score -450124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -450126.218750 Penalty: 4056.883301
	Iteration 63Q: 3 clusters Score -450126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -450126.218750 Penalty: 4056.883301
	Iteration 64F: 3 clusters Score -450126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Entering Unmasked Estep 
Score: -6805678.500000 Penalty: 2691.850830
	Iteration 0F: 2 clusters Score -6805678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6770495.000000 Penalty: 5383.701660
	Iteration 0F: 3 clusters Score -6770495 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6783949.500000 Penalty: 5383.701660
	Iteration 1F: 3 clusters Score -6783950 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6784486.500000 Penalty: 5383.701660
	Iteration 2Q: 3 clusters Score -6784486 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6785088.000000 Penalty: 5383.701660
	Iteration 3Q: 3 clusters Score -6785088 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -6785878.500000 Penalty: 5383.701660
	Iteration 4Q: 3 clusters Score -6785878 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6786905.000000 Penalty: 5383.701660
	Iteration 5Q: 3 clusters Score -6786905 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -6788469.000000 Penalty: 5383.701660
	Iteration 6F: 3 clusters Score -6788469 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -6790536.000000 Penalty: 5383.701660
	Iteration 7F: 3 clusters Score -6790536 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -6793245.500000 Penalty: 5383.701660
	Iteration 8F: 3 clusters Score -6793246 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6796217.500000 Penalty: 5383.701660
	Iteration 9F: 3 clusters Score -6796218 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6798392.000000 Penalty: 5383.701660
	Iteration 10F: 3 clusters Score -6798392 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -6799568.500000 Penalty: 5383.701660
	Iteration 11Q: 3 clusters Score -6799568 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -6800186.500000 Penalty: 5383.701660
	Iteration 12Q: 3 clusters Score -6800186 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -6800584.000000 Penalty: 5383.701660
	Iteration 13Q: 3 clusters Score -6800584 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -6800878.000000 Penalty: 5383.701660
	Iteration 14Q: 3 clusters Score -6800878 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -6801105.000000 Penalty: 5383.701660
	Iteration 15Q: 3 clusters Score -6801105 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -6801303.500000 Penalty: 5383.701660
	Iteration 16Q: 3 clusters Score -6801304 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6801517.500000 Penalty: 5383.701660
	Iteration 17Q: 3 clusters Score -6801518 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6801668.500000 Penalty: 5383.701660
	Iteration 18Q: 3 clusters Score -6801668 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6801807.000000 Penalty: 5383.701660
	Iteration 19Q: 3 clusters Score -6801807 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6801953.000000 Penalty: 5383.701660
	Iteration 20F: 3 clusters Score -6801953 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6802086.500000 Penalty: 5383.701660
	Iteration 21Q: 3 clusters Score -6802086 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6802200.000000 Penalty: 5383.701660
	Iteration 22Q: 3 clusters Score -6802200 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6802314.500000 Penalty: 5383.701660
	Iteration 23Q: 3 clusters Score -6802314 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6802392.500000 Penalty: 5383.701660
	Iteration 24Q: 3 clusters Score -6802392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6802486.500000 Penalty: 5383.701660
	Iteration 25Q: 3 clusters Score -6802486 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6802522.000000 Penalty: 5383.701660
	Iteration 26Q: 3 clusters Score -6802522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6802562.500000 Penalty: 5383.701660
	Iteration 27Q: 3 clusters Score -6802562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6802659.000000 Penalty: 5383.701660
	Iteration 28Q: 3 clusters Score -6802659 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6802724.500000 Penalty: 5383.701660
	Iteration 29Q: 3 clusters Score -6802724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6802792.500000 Penalty: 5383.701660
	Iteration 30Q: 3 clusters Score -6802792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6802849.000000 Penalty: 5383.701660
	Iteration 31Q: 3 clusters Score -6802849 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6802900.000000 Penalty: 5383.701660
	Iteration 32Q: 3 clusters Score -6802900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6802976.500000 Penalty: 5383.701660
	Iteration 33Q: 3 clusters Score -6802976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6803002.500000 Penalty: 5383.701660
	Iteration 34Q: 3 clusters Score -6803002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6803048.000000 Penalty: 5383.701660
	Iteration 35Q: 3 clusters Score -6803048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6803090.000000 Penalty: 5383.701660
	Iteration 36Q: 3 clusters Score -6803090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6803142.000000 Penalty: 5383.701660
	Iteration 37Q: 3 clusters Score -6803142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6803157.000000 Penalty: 5383.701660
	Iteration 38Q: 3 clusters Score -6803157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6803174.500000 Penalty: 5383.701660
	Iteration 39Q: 3 clusters Score -6803174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6803183.000000 Penalty: 5383.701660
	Iteration 40F: 3 clusters Score -6803183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6803209.000000 Penalty: 5383.701660
	Iteration 41Q: 3 clusters Score -6803209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6803235.500000 Penalty: 5383.701660
	Iteration 42Q: 3 clusters Score -6803236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6803254.500000 Penalty: 5383.701660
	Iteration 43Q: 3 clusters Score -6803254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6803272.500000 Penalty: 5383.701660
	Iteration 44Q: 3 clusters Score -6803272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6803292.500000 Penalty: 5383.701660
	Iteration 45Q: 3 clusters Score -6803292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6803304.000000 Penalty: 5383.701660
	Iteration 46Q: 3 clusters Score -6803304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6803317.500000 Penalty: 5383.701660
	Iteration 47Q: 3 clusters Score -6803318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6803330.500000 Penalty: 5383.701660
	Iteration 48Q: 3 clusters Score -6803330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6803335.500000 Penalty: 5383.701660
	Iteration 49Q: 3 clusters Score -6803336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6803347.500000 Penalty: 5383.701660
	Iteration 50Q: 3 clusters Score -6803348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6803360.500000 Penalty: 5383.701660
	Iteration 51Q: 3 clusters Score -6803360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6803363.000000 Penalty: 5383.701660
	Iteration 52Q: 3 clusters Score -6803363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6803371.500000 Penalty: 5383.701660
	Iteration 53Q: 3 clusters Score -6803372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6803380.000000 Penalty: 5383.701660
	Iteration 54Q: 3 clusters Score -6803380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6803377.500000 Penalty: 5383.701660
	Iteration 55Q: 3 clusters Score -6803378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6803387.500000 Penalty: 5383.701660
	Iteration 56Q: 3 clusters Score -6803388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6803384.000000 Penalty: 5383.701660
	Iteration 57Q: 3 clusters Score -6803384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6803379.500000 Penalty: 5383.701660
	Iteration 58Q: 3 clusters Score -6803380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6803382.000000 Penalty: 5383.701660
	Iteration 59Q: 3 clusters Score -6803382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6803389.500000 Penalty: 5383.701660
	Iteration 60F: 3 clusters Score -6803390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6803400.500000 Penalty: 5383.701660
	Iteration 61Q: 3 clusters Score -6803400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6803412.000000 Penalty: 5383.701660
	Iteration 62Q: 3 clusters Score -6803412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6803413.500000 Penalty: 5383.701660
	Iteration 63Q: 3 clusters Score -6803414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6803416.500000 Penalty: 5383.701660
	Iteration 64Q: 3 clusters Score -6803416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6803419.500000 Penalty: 5383.701660
	Iteration 65Q: 3 clusters Score -6803420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6803424.500000 Penalty: 5383.701660
	Iteration 66Q: 3 clusters Score -6803424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6803421.000000 Penalty: 5383.701660
	Iteration 67Q: 3 clusters Score -6803421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6803420.000000 Penalty: 5383.701660
	Iteration 68Q: 3 clusters Score -6803420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6803420.000000 Penalty: 5383.701660
	Iteration 69Q: 3 clusters Score -6803420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6803419.500000 Penalty: 5383.701660
	Iteration 70Q: 3 clusters Score -6803420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6803419.500000 Penalty: 5383.701660
	Iteration 71F: 3 clusters Score -6803420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Entering Unmasked Estep 
Score: -2086762.625000 Penalty: 2410.094238
	Iteration 0F: 2 clusters Score -2086763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2074903.125000 Penalty: 4820.188477
	Iteration 0F: 3 clusters Score -2074903 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2078736.500000 Penalty: 4820.188477
	Iteration 1F: 3 clusters Score -2078736 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2079214.625000 Penalty: 4820.188477
	Iteration 2F: 3 clusters Score -2079215 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2079744.250000 Penalty: 4820.188477
	Iteration 3F: 3 clusters Score -2079744 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2080370.125000 Penalty: 4820.188477
	Iteration 4F: 3 clusters Score -2080370 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2081083.875000 Penalty: 4820.188477
	Iteration 5F: 3 clusters Score -2081084 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2081806.500000 Penalty: 4820.188477
	Iteration 6F: 3 clusters Score -2081806 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2082460.000000 Penalty: 4820.188477
	Iteration 7F: 3 clusters Score -2082460 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2082994.125000 Penalty: 4820.188477
	Iteration 8F: 3 clusters Score -2082994 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2083457.500000 Penalty: 4820.188477
	Iteration 9Q: 3 clusters Score -2083458 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2083888.000000 Penalty: 4820.188477
	Iteration 10Q: 3 clusters Score -2083888 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2084276.500000 Penalty: 4820.188477
	Iteration 11Q: 3 clusters Score -2084276 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2084695.000000 Penalty: 4820.188477
	Iteration 12Q: 3 clusters Score -2084695 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2085089.750000 Penalty: 4820.188477
	Iteration 13Q: 3 clusters Score -2085090 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2085388.625000 Penalty: 4820.188477
	Iteration 14Q: 3 clusters Score -2085389 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2085604.250000 Penalty: 4820.188477
	Iteration 15Q: 3 clusters Score -2085604 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2085774.875000 Penalty: 4820.188477
	Iteration 16Q: 3 clusters Score -2085775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2085906.500000 Penalty: 4820.188477
	Iteration 17Q: 3 clusters Score -2085906 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2086014.125000 Penalty: 4820.188477
	Iteration 18Q: 3 clusters Score -2086014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2086107.250000 Penalty: 4820.188477
	Iteration 19Q: 3 clusters Score -2086107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2086159.875000 Penalty: 4820.188477
	Iteration 20F: 3 clusters Score -2086160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2086216.500000 Penalty: 4820.188477
	Iteration 21Q: 3 clusters Score -2086216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2086254.750000 Penalty: 4820.188477
	Iteration 22Q: 3 clusters Score -2086255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2086287.500000 Penalty: 4820.188477
	Iteration 23Q: 3 clusters Score -2086288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2086307.000000 Penalty: 4820.188477
	Iteration 24Q: 3 clusters Score -2086307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2086312.375000 Penalty: 4820.188477
	Iteration 25Q: 3 clusters Score -2086312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2086316.125000 Penalty: 4820.188477
	Iteration 26Q: 3 clusters Score -2086316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2086329.250000 Penalty: 4820.188477
	Iteration 27Q: 3 clusters Score -2086329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2086330.250000 Penalty: 4820.188477
	Iteration 28Q: 3 clusters Score -2086330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2086335.500000 Penalty: 4820.188477
	Iteration 29Q: 3 clusters Score -2086336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2086339.875000 Penalty: 4820.188477
	Iteration 30Q: 3 clusters Score -2086340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2086340.125000 Penalty: 4820.188477
	Iteration 31Q: 3 clusters Score -2086340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2086342.625000 Penalty: 4820.188477
	Iteration 32Q: 3 clusters Score -2086343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2086339.125000 Penalty: 4820.188477
	Iteration 33Q: 3 clusters Score -2086339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2086339.125000 Penalty: 4820.188477
	Iteration 34Q: 3 clusters Score -2086339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2086346.125000 Penalty: 4820.188477
	Iteration 35Q: 3 clusters Score -2086346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2086345.375000 Penalty: 4820.188477
	Iteration 36Q: 3 clusters Score -2086345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2086345.000000 Penalty: 4820.188477
	Iteration 37Q: 3 clusters Score -2086345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2086345.000000 Penalty: 4820.188477
	Iteration 38F: 3 clusters Score -2086345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -922982.375000 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -922982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -916231.750000 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -916231.8 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -918401.687500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -918401.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -919120.187500 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -919120.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -919800.500000 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -919800.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -920330.750000 Penalty: 4486.375488
	Iteration 4F: 3 clusters Score -920330.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -920710.687500 Penalty: 4486.375488
	Iteration 5F: 3 clusters Score -920710.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -921023.437500 Penalty: 4486.375488
	Iteration 6F: 3 clusters Score -921023.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -921285.875000 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -921285.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -921492.500000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -921492.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -921661.250000 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -921661.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -921777.187500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -921777.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -921862.000000 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -921862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -921924.750000 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -921924.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -921968.125000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -921968.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -922008.562500 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -922008.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -922035.437500 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -922035.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -922065.437500 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -922065.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -922093.750000 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -922093.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -922119.750000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -922119.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -922152.187500 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -922152.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -922182.312500 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -922182.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -922224.500000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -922224.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -922265.125000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -922265.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -922281.812500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -922281.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -922304.562500 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -922304.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -922324.937500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -922324.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -922350.937500 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -922350.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -922366.875000 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -922366.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -922378.875000 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -922378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -922387.187500 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -922387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -922392.125000 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -922392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -922395.875000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -922395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -922394.500000 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -922394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -922396.312500 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -922396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -922396.375000 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -922396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -922396.312500 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -922396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -922395.000000 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -922395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -922395.000000 Penalty: 4486.375488
	Iteration 37F: 3 clusters Score -922395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (343932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343932 members 
Entering Unmasked Estep 
Score: -44561308.000000 Penalty: 3161.553467
	Iteration 0F: 2 clusters Score -4.456131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171982 members 
Mstep: Class 2 contains 171950 members 
Entering Unmasked Estep 
Score: -44356128.000000 Penalty: 6323.106934
	Iteration 0F: 3 clusters Score -4.435613e+07 nChanged 167083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172479 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -44454836.000000 Penalty: 6323.106934
	Iteration 1F: 3 clusters Score -4.445484e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 171235 members 
Entering Unmasked Estep 
Score: -44456032.000000 Penalty: 6323.106934
	Iteration 2Q: 3 clusters Score -4.445603e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173073 members 
Mstep: Class 2 contains 170859 members 
Entering Unmasked Estep 
Score: -44457480.000000 Penalty: 6323.106934
	Iteration 3Q: 3 clusters Score -4.445748e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173632 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -44458940.000000 Penalty: 6323.106934
	Iteration 4Q: 3 clusters Score -4.445894e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -44460764.000000 Penalty: 6323.106934
	Iteration 5Q: 3 clusters Score -4.446076e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -44462724.000000 Penalty: 6323.106934
	Iteration 6Q: 3 clusters Score -4.446272e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177765 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -44465628.000000 Penalty: 6323.106934
	Iteration 7Q: 3 clusters Score -4.446563e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180499 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -44470224.000000 Penalty: 6323.106934
	Iteration 8Q: 3 clusters Score -4.447022e+07 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -44478492.000000 Penalty: 6323.106934
	Iteration 9Q: 3 clusters Score -4.447849e+07 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188203 members 
Mstep: Class 2 contains 155729 members 
Entering Unmasked Estep 
Score: -44491340.000000 Penalty: 6323.106934
	Iteration 10F: 3 clusters Score -4.449134e+07 nChanged 21592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192083 members 
Mstep: Class 2 contains 151849 members 
Entering Unmasked Estep 
Score: -44506820.000000 Penalty: 6323.106934
	Iteration 11F: 3 clusters Score -4.450682e+07 nChanged 20585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194552 members 
Mstep: Class 2 contains 149380 members 
Entering Unmasked Estep 
Score: -44518948.000000 Penalty: 6323.106934
	Iteration 12F: 3 clusters Score -4.451895e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -44523032.000000 Penalty: 6323.106934
	Iteration 13Q: 3 clusters Score -4.452303e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197114 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -44524068.000000 Penalty: 6323.106934
	Iteration 14Q: 3 clusters Score -4.452407e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198333 members 
Mstep: Class 2 contains 145599 members 
Entering Unmasked Estep 
Score: -44524416.000000 Penalty: 6323.106934
	Iteration 15Q: 3 clusters Score -4.452442e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199545 members 
Mstep: Class 2 contains 144387 members 
Entering Unmasked Estep 
Score: -44524620.000000 Penalty: 6323.106934
	Iteration 16Q: 3 clusters Score -4.452462e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200799 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -44524804.000000 Penalty: 6323.106934
	Iteration 17Q: 3 clusters Score -4.45248e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202027 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -44524732.000000 Penalty: 6323.106934
	Iteration 18Q: 3 clusters Score -4.452473e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203228 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -44524764.000000 Penalty: 6323.106934
	Iteration 19Q: 3 clusters Score -4.452476e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204403 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -44524552.000000 Penalty: 6323.106934
	Iteration 20F: 3 clusters Score -4.452455e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205434 members 
Mstep: Class 2 contains 138498 members 
Entering Unmasked Estep 
Score: -44524664.000000 Penalty: 6323.106934
	Iteration 21Q: 3 clusters Score -4.452466e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206332 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -44524840.000000 Penalty: 6323.106934
	Iteration 22Q: 3 clusters Score -4.452484e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207260 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -44524844.000000 Penalty: 6323.106934
	Iteration 23Q: 3 clusters Score -4.452484e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208040 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -44524740.000000 Penalty: 6323.106934
	Iteration 24Q: 3 clusters Score -4.452474e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208716 members 
Mstep: Class 2 contains 135216 members 
Entering Unmasked Estep 
Score: -44524884.000000 Penalty: 6323.106934
	Iteration 25Q: 3 clusters Score -4.452488e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209329 members 
Mstep: Class 2 contains 134603 members 
Entering Unmasked Estep 
Score: -44524844.000000 Penalty: 6323.106934
	Iteration 26Q: 3 clusters Score -4.452484e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209848 members 
Mstep: Class 2 contains 134084 members 
Entering Unmasked Estep 
Score: -44524828.000000 Penalty: 6323.106934
	Iteration 27Q: 3 clusters Score -4.452483e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210287 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -44524580.000000 Penalty: 6323.106934
	Iteration 28Q: 3 clusters Score -4.452458e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210682 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -44524600.000000 Penalty: 6323.106934
	Iteration 29Q: 3 clusters Score -4.45246e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210905 members 
Mstep: Class 2 contains 133027 members 
Entering Unmasked Estep 
Score: -44524520.000000 Penalty: 6323.106934
	Iteration 30Q: 3 clusters Score -4.452452e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211039 members 
Mstep: Class 2 contains 132893 members 
Entering Unmasked Estep 
Score: -44524452.000000 Penalty: 6323.106934
	Iteration 31Q: 3 clusters Score -4.452445e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -44524300.000000 Penalty: 6323.106934
	Iteration 32Q: 3 clusters Score -4.45243e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210814 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -44524276.000000 Penalty: 6323.106934
	Iteration 33Q: 3 clusters Score -4.452428e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210530 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -44524328.000000 Penalty: 6323.106934
	Iteration 34Q: 3 clusters Score -4.452433e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210154 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -44524152.000000 Penalty: 6323.106934
	Iteration 35Q: 3 clusters Score -4.452415e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209707 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -44524028.000000 Penalty: 6323.106934
	Iteration 36Q: 3 clusters Score -4.452403e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209145 members 
Mstep: Class 2 contains 134787 members 
Entering Unmasked Estep 
Score: -44524084.000000 Penalty: 6323.106934
	Iteration 37Q: 3 clusters Score -4.452408e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Mstep: Class 2 contains 135419 members 
Entering Unmasked Estep 
Score: -44523908.000000 Penalty: 6323.106934
	Iteration 38Q: 3 clusters Score -4.452391e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 136163 members 
Entering Unmasked Estep 
Score: -44523844.000000 Penalty: 6323.106934
	Iteration 39Q: 3 clusters Score -4.452384e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206994 members 
Mstep: Class 2 contains 136938 members 
Entering Unmasked Estep 
Score: -44523836.000000 Penalty: 6323.106934
	Iteration 40F: 3 clusters Score -4.452384e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206204 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -44523776.000000 Penalty: 6323.106934
	Iteration 41Q: 3 clusters Score -4.452378e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205365 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -44523628.000000 Penalty: 6323.106934
	Iteration 42Q: 3 clusters Score -4.452363e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204484 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -44523484.000000 Penalty: 6323.106934
	Iteration 43Q: 3 clusters Score -4.452348e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203605 members 
Mstep: Class 2 contains 140327 members 
Entering Unmasked Estep 
Score: -44523552.000000 Penalty: 6323.106934
	Iteration 44Q: 3 clusters Score -4.452355e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202734 members 
Mstep: Class 2 contains 141198 members 
Entering Unmasked Estep 
Score: -44523488.000000 Penalty: 6323.106934
	Iteration 45Q: 3 clusters Score -4.452349e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201815 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -44523412.000000 Penalty: 6323.106934
	Iteration 46Q: 3 clusters Score -4.452341e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200862 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -44523372.000000 Penalty: 6323.106934
	Iteration 47Q: 3 clusters Score -4.452337e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199892 members 
Mstep: Class 2 contains 144040 members 
Entering Unmasked Estep 
Score: -44523192.000000 Penalty: 6323.106934
	Iteration 48Q: 3 clusters Score -4.452319e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198900 members 
Mstep: Class 2 contains 145032 members 
Entering Unmasked Estep 
Score: -44523200.000000 Penalty: 6323.106934
	Iteration 49Q: 3 clusters Score -4.45232e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 146088 members 
Entering Unmasked Estep 
Score: -44523324.000000 Penalty: 6323.106934
	Iteration 50Q: 3 clusters Score -4.452332e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196849 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -44523284.000000 Penalty: 6323.106934
	Iteration 51Q: 3 clusters Score -4.452328e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195883 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
Score: -44523388.000000 Penalty: 6323.106934
	Iteration 52Q: 3 clusters Score -4.452339e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -44523392.000000 Penalty: 6323.106934
	Iteration 53Q: 3 clusters Score -4.452339e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -44523456.000000 Penalty: 6323.106934
	Iteration 54Q: 3 clusters Score -4.452346e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192718 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -44523424.000000 Penalty: 6323.106934
	Iteration 55Q: 3 clusters Score -4.452342e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -44523488.000000 Penalty: 6323.106934
	Iteration 56Q: 3 clusters Score -4.452349e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190521 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -44523568.000000 Penalty: 6323.106934
	Iteration 57Q: 3 clusters Score -4.452357e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -44523536.000000 Penalty: 6323.106934
	Iteration 58Q: 3 clusters Score -4.452354e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -44523592.000000 Penalty: 6323.106934
	Iteration 59Q: 3 clusters Score -4.452359e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187219 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -44523760.000000 Penalty: 6323.106934
	Iteration 60F: 3 clusters Score -4.452376e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -44523840.000000 Penalty: 6323.106934
	Iteration 61Q: 3 clusters Score -4.452384e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185117 members 
Mstep: Class 2 contains 158815 members 
Entering Unmasked Estep 
Score: -44523888.000000 Penalty: 6323.106934
	Iteration 62Q: 3 clusters Score -4.452389e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184065 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -44524008.000000 Penalty: 6323.106934
	Iteration 63Q: 3 clusters Score -4.452401e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -44524048.000000 Penalty: 6323.106934
	Iteration 64Q: 3 clusters Score -4.452405e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182182 members 
Mstep: Class 2 contains 161750 members 
Entering Unmasked Estep 
Score: -44523956.000000 Penalty: 6323.106934
	Iteration 65Q: 3 clusters Score -4.452396e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 162650 members 
Entering Unmasked Estep 
Score: -44523964.000000 Penalty: 6323.106934
	Iteration 66Q: 3 clusters Score -4.452396e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -44524052.000000 Penalty: 6323.106934
	Iteration 67Q: 3 clusters Score -4.452405e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -44524092.000000 Penalty: 6323.106934
	Iteration 68Q: 3 clusters Score -4.452409e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -44524100.000000 Penalty: 6323.106934
	Iteration 69Q: 3 clusters Score -4.45241e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
Score: -44524088.000000 Penalty: 6323.106934
	Iteration 70Q: 3 clusters Score -4.452409e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177405 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -44524156.000000 Penalty: 6323.106934
	Iteration 71Q: 3 clusters Score -4.452416e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -44524344.000000 Penalty: 6323.106934
	Iteration 72Q: 3 clusters Score -4.452434e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Mstep: Class 2 contains 168135 members 
Entering Unmasked Estep 
Score: -44524412.000000 Penalty: 6323.106934
	Iteration 73Q: 3 clusters Score -4.452441e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -44524488.000000 Penalty: 6323.106934
	Iteration 74Q: 3 clusters Score -4.452449e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -44524536.000000 Penalty: 6323.106934
	Iteration 75Q: 3 clusters Score -4.452454e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172931 members 
Mstep: Class 2 contains 171001 members 
Entering Unmasked Estep 
Score: -44524652.000000 Penalty: 6323.106934
	Iteration 76Q: 3 clusters Score -4.452465e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 172181 members 
Entering Unmasked Estep 
Score: -44524848.000000 Penalty: 6323.106934
	Iteration 77Q: 3 clusters Score -4.452485e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -44524852.000000 Penalty: 6323.106934
	Iteration 78Q: 3 clusters Score -4.452485e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -44524848.000000 Penalty: 6323.106934
	Iteration 79Q: 3 clusters Score -4.452485e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 176346 members 
Entering Unmasked Estep 
Score: -44524936.000000 Penalty: 6323.106934
	Iteration 80F: 3 clusters Score -4.452494e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -44525080.000000 Penalty: 6323.106934
	Iteration 81Q: 3 clusters Score -4.452508e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -44525232.000000 Penalty: 6323.106934
	Iteration 82Q: 3 clusters Score -4.452523e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161787 members 
Mstep: Class 2 contains 182145 members 
Entering Unmasked Estep 
Score: -44525384.000000 Penalty: 6323.106934
	Iteration 83Q: 3 clusters Score -4.452538e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -44525488.000000 Penalty: 6323.106934
	Iteration 84Q: 3 clusters Score -4.452549e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 188051 members 
Entering Unmasked Estep 
Score: -44525724.000000 Penalty: 6323.106934
	Iteration 85Q: 3 clusters Score -4.452572e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -44525904.000000 Penalty: 6323.106934
	Iteration 86Q: 3 clusters Score -4.45259e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 196304 members 
Entering Unmasked Estep 
Score: -44526208.000000 Penalty: 6323.106934
	Iteration 87Q: 3 clusters Score -4.452621e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 201294 members 
Entering Unmasked Estep 
Score: -44526584.000000 Penalty: 6323.106934
	Iteration 88Q: 3 clusters Score -4.452658e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 206939 members 
Entering Unmasked Estep 
Score: -44526972.000000 Penalty: 6323.106934
	Iteration 89Q: 3 clusters Score -4.452697e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 213391 members 
Entering Unmasked Estep 
Score: -44527276.000000 Penalty: 6323.106934
	Iteration 90Q: 3 clusters Score -4.452728e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 220360 members 
Entering Unmasked Estep 
Score: -44527400.000000 Penalty: 6323.106934
	Iteration 91Q: 3 clusters Score -4.45274e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -44527424.000000 Penalty: 6323.106934
	Iteration 92Q: 3 clusters Score -4.452742e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 235222 members 
Entering Unmasked Estep 
Score: -44527980.000000 Penalty: 6323.106934
	Iteration 93Q: 3 clusters Score -4.452798e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 242444 members 
Entering Unmasked Estep 
Score: -44528116.000000 Penalty: 6323.106934
	Iteration 94Q: 3 clusters Score -4.452812e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 249357 members 
Entering Unmasked Estep 
Score: -44528700.000000 Penalty: 6323.106934
	Iteration 95Q: 3 clusters Score -4.45287e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 255650 members 
Entering Unmasked Estep 
Score: -44529376.000000 Penalty: 6323.106934
	Iteration 96Q: 3 clusters Score -4.452938e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 261386 members 
Entering Unmasked Estep 
Score: -44529776.000000 Penalty: 6323.106934
	Iteration 97Q: 3 clusters Score -4.452978e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 266292 members 
Entering Unmasked Estep 
Score: -44529884.000000 Penalty: 6323.106934
	Iteration 98Q: 3 clusters Score -4.452988e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 270399 members 
Entering Unmasked Estep 
Score: -44530052.000000 Penalty: 6323.106934
	Iteration 99Q: 3 clusters Score -4.453005e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 273898 members 
Entering Unmasked Estep 
Score: -44531172.000000 Penalty: 6323.106934
	Iteration 100F: 3 clusters Score -4.453117e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 277787 members 
Entering Unmasked Estep 
Score: -44531616.000000 Penalty: 6323.106934
	Iteration 101Q: 3 clusters Score -4.453162e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 281296 members 
Entering Unmasked Estep 
Score: -44531912.000000 Penalty: 6323.106934
	Iteration 102Q: 3 clusters Score -4.453191e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 284293 members 
Entering Unmasked Estep 
Score: -44532164.000000 Penalty: 6323.106934
	Iteration 103Q: 3 clusters Score -4.453216e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 286937 members 
Entering Unmasked Estep 
Score: -44532280.000000 Penalty: 6323.106934
	Iteration 104Q: 3 clusters Score -4.453228e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 289354 members 
Entering Unmasked Estep 
Score: -44532400.000000 Penalty: 6323.106934
	Iteration 105Q: 3 clusters Score -4.45324e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 291505 members 
Entering Unmasked Estep 
Score: -44532608.000000 Penalty: 6323.106934
	Iteration 106Q: 3 clusters Score -4.453261e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 293438 members 
Entering Unmasked Estep 
Score: -44533060.000000 Penalty: 6323.106934
	Iteration 107Q: 3 clusters Score -4.453306e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 295271 members 
Entering Unmasked Estep 
Score: -44533088.000000 Penalty: 6323.106934
	Iteration 108Q: 3 clusters Score -4.453309e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 297116 members 
Entering Unmasked Estep 
Score: -44533332.000000 Penalty: 6323.106934
	Iteration 109Q: 3 clusters Score -4.453333e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 298895 members 
Entering Unmasked Estep 
Score: -44533200.000000 Penalty: 6323.106934
	Iteration 110Q: 3 clusters Score -4.45332e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 300691 members 
Entering Unmasked Estep 
Score: -44533260.000000 Penalty: 6323.106934
	Iteration 111Q: 3 clusters Score -4.453326e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 302415 members 
Entering Unmasked Estep 
Score: -44533512.000000 Penalty: 6323.106934
	Iteration 112Q: 3 clusters Score -4.453351e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 304101 members 
Entering Unmasked Estep 
Score: -44533676.000000 Penalty: 6323.106934
	Iteration 113Q: 3 clusters Score -4.453368e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 305729 members 
Entering Unmasked Estep 
Score: -44533952.000000 Penalty: 6323.106934
	Iteration 114Q: 3 clusters Score -4.453395e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 307275 members 
Entering Unmasked Estep 
Score: -44534200.000000 Penalty: 6323.106934
	Iteration 115Q: 3 clusters Score -4.45342e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 308867 members 
Entering Unmasked Estep 
Score: -44534536.000000 Penalty: 6323.106934
	Iteration 116Q: 3 clusters Score -4.453454e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 310471 members 
Entering Unmasked Estep 
Score: -44534936.000000 Penalty: 6323.106934
	Iteration 117Q: 3 clusters Score -4.453494e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 312019 members 
Entering Unmasked Estep 
Score: -44535328.000000 Penalty: 6323.106934
	Iteration 118Q: 3 clusters Score -4.453533e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 313537 members 
Entering Unmasked Estep 
Score: -44535644.000000 Penalty: 6323.106934
	Iteration 119Q: 3 clusters Score -4.453564e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 315021 members 
Entering Unmasked Estep 
Score: -44536148.000000 Penalty: 6323.106934
	Iteration 120F: 3 clusters Score -4.453615e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 316590 members 
Entering Unmasked Estep 
Score: -44536816.000000 Penalty: 6323.106934
	Iteration 121Q: 3 clusters Score -4.453682e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 318103 members 
Entering Unmasked Estep 
Score: -44537536.000000 Penalty: 6323.106934
	Iteration 122Q: 3 clusters Score -4.453754e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 319546 members 
Entering Unmasked Estep 
Score: -44538404.000000 Penalty: 6323.106934
	Iteration 123Q: 3 clusters Score -4.45384e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 320947 members 
Entering Unmasked Estep 
Score: -44539100.000000 Penalty: 6323.106934
	Iteration 124Q: 3 clusters Score -4.45391e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 322376 members 
Entering Unmasked Estep 
Score: -44539768.000000 Penalty: 6323.106934
	Iteration 125Q: 3 clusters Score -4.453977e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 323769 members 
Entering Unmasked Estep 
Score: -44540640.000000 Penalty: 6323.106934
	Iteration 126Q: 3 clusters Score -4.454064e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 325153 members 
Entering Unmasked Estep 
Score: -44541332.000000 Penalty: 6323.106934
	Iteration 127Q: 3 clusters Score -4.454133e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 326552 members 
Entering Unmasked Estep 
Score: -44542220.000000 Penalty: 6323.106934
	Iteration 128Q: 3 clusters Score -4.454222e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 327875 members 
Entering Unmasked Estep 
Score: -44543252.000000 Penalty: 6323.106934
	Iteration 129Q: 3 clusters Score -4.454325e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 329181 members 
Entering Unmasked Estep 
Score: -44544200.000000 Penalty: 6323.106934
	Iteration 130Q: 3 clusters Score -4.45442e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 330504 members 
Entering Unmasked Estep 
Score: -44545312.000000 Penalty: 6323.106934
	Iteration 131Q: 3 clusters Score -4.454531e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 331799 members 
Entering Unmasked Estep 
Score: -44546708.000000 Penalty: 6323.106934
	Iteration 132Q: 3 clusters Score -4.454671e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 333073 members 
Entering Unmasked Estep 
Score: -44548112.000000 Penalty: 6323.106934
	Iteration 133Q: 3 clusters Score -4.454811e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 334275 members 
Entering Unmasked Estep 
Score: -44549532.000000 Penalty: 6323.106934
	Iteration 134Q: 3 clusters Score -4.454953e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 335385 members 
Entering Unmasked Estep 
Score: -44550528.000000 Penalty: 6323.106934
	Iteration 135Q: 3 clusters Score -4.455053e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 336387 members 
Entering Unmasked Estep 
Score: -44551424.000000 Penalty: 6323.106934
	Iteration 136Q: 3 clusters Score -4.455142e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 337275 members 
Entering Unmasked Estep 
Score: -44552096.000000 Penalty: 6323.106934
	Iteration 137Q: 3 clusters Score -4.45521e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 338098 members 
Entering Unmasked Estep 
Score: -44552948.000000 Penalty: 6323.106934
	Iteration 138Q: 3 clusters Score -4.455295e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 338839 members 
Entering Unmasked Estep 
Score: -44553544.000000 Penalty: 6323.106934
	Iteration 139Q: 3 clusters Score -4.455354e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 339526 members 
Entering Unmasked Estep 
Score: -44554144.000000 Penalty: 6323.106934
	Iteration 140F: 3 clusters Score -4.455414e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 340112 members 
Entering Unmasked Estep 
Score: -44554780.000000 Penalty: 6323.106934
	Iteration 141Q: 3 clusters Score -4.455478e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 340630 members 
Entering Unmasked Estep 
Score: -44555236.000000 Penalty: 6323.106934
	Iteration 142Q: 3 clusters Score -4.455524e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 341035 members 
Entering Unmasked Estep 
Score: -44555776.000000 Penalty: 6323.106934
	Iteration 143Q: 3 clusters Score -4.455578e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 341344 members 
Entering Unmasked Estep 
Score: -44556148.000000 Penalty: 6323.106934
	Iteration 144Q: 3 clusters Score -4.455615e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 341589 members 
Entering Unmasked Estep 
Score: -44556476.000000 Penalty: 6323.106934
	Iteration 145Q: 3 clusters Score -4.455648e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 341811 members 
Entering Unmasked Estep 
Score: -44556784.000000 Penalty: 6323.106934
	Iteration 146Q: 3 clusters Score -4.455678e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 341990 members 
Entering Unmasked Estep 
Score: -44556916.000000 Penalty: 6323.106934
	Iteration 147Q: 3 clusters Score -4.455692e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 342144 members 
Entering Unmasked Estep 
Score: -44557036.000000 Penalty: 6323.106934
	Iteration 148Q: 3 clusters Score -4.455704e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 342269 members 
Entering Unmasked Estep 
Score: -44557056.000000 Penalty: 6323.106934
	Iteration 149Q: 3 clusters Score -4.455706e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 342355 members 
Entering Unmasked Estep 
Score: -44557200.000000 Penalty: 6323.106934
	Iteration 150Q: 3 clusters Score -4.45572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 342436 members 
Entering Unmasked Estep 
Score: -44557296.000000 Penalty: 6323.106934
	Iteration 151Q: 3 clusters Score -4.45573e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 342507 members 
Entering Unmasked Estep 
Score: -44557364.000000 Penalty: 6323.106934
	Iteration 152Q: 3 clusters Score -4.455736e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 342558 members 
Entering Unmasked Estep 
Score: -44557424.000000 Penalty: 6323.106934
	Iteration 153Q: 3 clusters Score -4.455742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 342601 members 
Entering Unmasked Estep 
Score: -44557440.000000 Penalty: 6323.106934
	Iteration 154Q: 3 clusters Score -4.455744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 342637 members 
Entering Unmasked Estep 
Score: -44557484.000000 Penalty: 6323.106934
	Iteration 155Q: 3 clusters Score -4.455748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 342664 members 
Entering Unmasked Estep 
Score: -44557520.000000 Penalty: 6323.106934
	Iteration 156Q: 3 clusters Score -4.455752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 342691 members 
Entering Unmasked Estep 
Score: -44557584.000000 Penalty: 6323.106934
	Iteration 157Q: 3 clusters Score -4.455758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 342725 members 
Entering Unmasked Estep 
Score: -44557604.000000 Penalty: 6323.106934
	Iteration 158Q: 3 clusters Score -4.45576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 342740 members 
Entering Unmasked Estep 
Score: -44557592.000000 Penalty: 6323.106934
	Iteration 159Q: 3 clusters Score -4.455759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 342759 members 
Entering Unmasked Estep 
Score: -44557660.000000 Penalty: 6323.106934
	Iteration 160F: 3 clusters Score -4.455766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 342782 members 
Entering Unmasked Estep 
Score: -44557728.000000 Penalty: 6323.106934
	Iteration 161Q: 3 clusters Score -4.455773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 342795 members 
Entering Unmasked Estep 
Score: -44557732.000000 Penalty: 6323.106934
	Iteration 162Q: 3 clusters Score -4.455773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 342804 members 
Entering Unmasked Estep 
Score: -44557728.000000 Penalty: 6323.106934
	Iteration 163Q: 3 clusters Score -4.455773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 342808 members 
Entering Unmasked Estep 
Score: -44557752.000000 Penalty: 6323.106934
	Iteration 164Q: 3 clusters Score -4.455775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 342811 members 
Entering Unmasked Estep 
Score: -44557740.000000 Penalty: 6323.106934
	Iteration 165Q: 3 clusters Score -4.455774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 342809 members 
Entering Unmasked Estep 
Score: -44557744.000000 Penalty: 6323.106934
	Iteration 166Q: 3 clusters Score -4.455774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 342810 members 
Entering Unmasked Estep 
Score: -44557752.000000 Penalty: 6323.106934
	Iteration 167Q: 3 clusters Score -4.455775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 342811 members 
Entering Unmasked Estep 
Score: -44557756.000000 Penalty: 6323.106934
	Iteration 168Q: 3 clusters Score -4.455776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 342812 members 
Entering Unmasked Estep 
Score: -44557756.000000 Penalty: 6323.106934
	Iteration 169Q: 3 clusters Score -4.455776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 342812 members 
Entering Unmasked Estep 
Score: -44557756.000000 Penalty: 6323.106934
	Iteration 170F: 3 clusters Score -4.455776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Entering Unmasked Estep 
Score: -5635062.500000 Penalty: 2653.119629
	Iteration 0F: 2 clusters Score -5635062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5605197.500000 Penalty: 5306.239258
	Iteration 0F: 3 clusters Score -5605198 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5616191.500000 Penalty: 5306.239258
	Iteration 1F: 3 clusters Score -5616192 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5616587.000000 Penalty: 5306.239258
	Iteration 2Q: 3 clusters Score -5616587 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5617006.000000 Penalty: 5306.239258
	Iteration 3Q: 3 clusters Score -5617006 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -5617390.500000 Penalty: 5306.239258
	Iteration 4Q: 3 clusters Score -5617390 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5617808.000000 Penalty: 5306.239258
	Iteration 5Q: 3 clusters Score -5617808 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5618422.000000 Penalty: 5306.239258
	Iteration 6Q: 3 clusters Score -5618422 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5619451.000000 Penalty: 5306.239258
	Iteration 7Q: 3 clusters Score -5619451 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5621081.000000 Penalty: 5306.239258
	Iteration 8F: 3 clusters Score -5621081 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5623709.000000 Penalty: 5306.239258
	Iteration 9F: 3 clusters Score -5623709 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5626834.000000 Penalty: 5306.239258
	Iteration 10F: 3 clusters Score -5626834 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5629529.000000 Penalty: 5306.239258
	Iteration 11F: 3 clusters Score -5629529 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5631366.500000 Penalty: 5306.239258
	Iteration 12Q: 3 clusters Score -5631366 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5632278.000000 Penalty: 5306.239258
	Iteration 13Q: 3 clusters Score -5632278 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5632741.500000 Penalty: 5306.239258
	Iteration 14Q: 3 clusters Score -5632742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5632960.000000 Penalty: 5306.239258
	Iteration 15Q: 3 clusters Score -5632960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5633073.500000 Penalty: 5306.239258
	Iteration 16Q: 3 clusters Score -5633074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5633136.000000 Penalty: 5306.239258
	Iteration 17Q: 3 clusters Score -5633136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5633156.500000 Penalty: 5306.239258
	Iteration 18Q: 3 clusters Score -5633156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5633180.000000 Penalty: 5306.239258
	Iteration 19Q: 3 clusters Score -5633180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5633199.000000 Penalty: 5306.239258
	Iteration 20F: 3 clusters Score -5633199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5633221.000000 Penalty: 5306.239258
	Iteration 21Q: 3 clusters Score -5633221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5633227.000000 Penalty: 5306.239258
	Iteration 22Q: 3 clusters Score -5633227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5633231.000000 Penalty: 5306.239258
	Iteration 23Q: 3 clusters Score -5633231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5633240.500000 Penalty: 5306.239258
	Iteration 24Q: 3 clusters Score -5633240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5633232.000000 Penalty: 5306.239258
	Iteration 25Q: 3 clusters Score -5633232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5633237.000000 Penalty: 5306.239258
	Iteration 26Q: 3 clusters Score -5633237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5633237.000000 Penalty: 5306.239258
	Iteration 27Q: 3 clusters Score -5633237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5633237.500000 Penalty: 5306.239258
	Iteration 28Q: 3 clusters Score -5633238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5633238.000000 Penalty: 5306.239258
	Iteration 29Q: 3 clusters Score -5633238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5633240.500000 Penalty: 5306.239258
	Iteration 30Q: 3 clusters Score -5633240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5633240.500000 Penalty: 5306.239258
	Iteration 31F: 3 clusters Score -5633240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -215381.437500 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -215381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212920.781250 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -212920.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213295.375000 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -213295.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -213414.968750 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -213415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213481.406250 Penalty: 3706.642334
	Iteration 3Q: 3 clusters Score -213481.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213529.406250 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -213529.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213571.156250 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -213571.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213602.562500 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -213602.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213620.875000 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -213620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213633.734375 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -213633.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213648.546875 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -213648.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -213662.859375 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -213662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213678.796875 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -213678.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213692.328125 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -213692.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213705.390625 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -213705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213715.562500 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -213715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213720.765625 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -213720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213726.625000 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -213726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213732.765625 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -213732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213743.468750 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -213743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213749.375000 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -213749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213755.468750 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -213755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213759.203125 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -213759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213760.843750 Penalty: 3706.642334
	Iteration 22Q: 3 clusters Score -213760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213761.671875 Penalty: 3706.642334
	Iteration 23Q: 3 clusters Score -213761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213762.156250 Penalty: 3706.642334
	Iteration 24Q: 3 clusters Score -213762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213762.156250 Penalty: 3706.642334
	Iteration 25F: 3 clusters Score -213762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Entering Unmasked Estep 
Score: -1594478.125000 Penalty: 2351.093262
	Iteration 0F: 2 clusters Score -1594478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1584859.000000 Penalty: 4702.186523
	Iteration 0F: 3 clusters Score -1584859 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1587882.875000 Penalty: 4702.186523
	Iteration 1F: 3 clusters Score -1587883 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1588331.375000 Penalty: 4702.186523
	Iteration 2F: 3 clusters Score -1588331 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1588730.500000 Penalty: 4702.186523
	Iteration 3F: 3 clusters Score -1588730 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1589085.750000 Penalty: 4702.186523
	Iteration 4Q: 3 clusters Score -1589086 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1589461.125000 Penalty: 4702.186523
	Iteration 5Q: 3 clusters Score -1589461 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1589870.250000 Penalty: 4702.186523
	Iteration 6Q: 3 clusters Score -1589870 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1590300.250000 Penalty: 4702.186523
	Iteration 7Q: 3 clusters Score -1590300 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1590697.250000 Penalty: 4702.186523
	Iteration 8Q: 3 clusters Score -1590697 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1591020.375000 Penalty: 4702.186523
	Iteration 9Q: 3 clusters Score -1591020 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1591300.625000 Penalty: 4702.186523
	Iteration 10Q: 3 clusters Score -1591301 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1591512.250000 Penalty: 4702.186523
	Iteration 11Q: 3 clusters Score -1591512 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1591656.250000 Penalty: 4702.186523
	Iteration 12Q: 3 clusters Score -1591656 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1591782.375000 Penalty: 4702.186523
	Iteration 13Q: 3 clusters Score -1591782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1591864.750000 Penalty: 4702.186523
	Iteration 14Q: 3 clusters Score -1591865 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1591929.625000 Penalty: 4702.186523
	Iteration 15Q: 3 clusters Score -1591930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1591975.125000 Penalty: 4702.186523
	Iteration 16Q: 3 clusters Score -1591975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1592010.250000 Penalty: 4702.186523
	Iteration 17Q: 3 clusters Score -1592010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1592047.500000 Penalty: 4702.186523
	Iteration 18Q: 3 clusters Score -1592048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1592086.875000 Penalty: 4702.186523
	Iteration 19Q: 3 clusters Score -1592087 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1592118.125000 Penalty: 4702.186523
	Iteration 20F: 3 clusters Score -1592118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1592137.375000 Penalty: 4702.186523
	Iteration 21Q: 3 clusters Score -1592137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1592160.625000 Penalty: 4702.186523
	Iteration 22Q: 3 clusters Score -1592161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1592183.375000 Penalty: 4702.186523
	Iteration 23Q: 3 clusters Score -1592183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1592201.375000 Penalty: 4702.186523
	Iteration 24Q: 3 clusters Score -1592201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1592218.250000 Penalty: 4702.186523
	Iteration 25Q: 3 clusters Score -1592218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1592226.375000 Penalty: 4702.186523
	Iteration 26Q: 3 clusters Score -1592226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1592240.000000 Penalty: 4702.186523
	Iteration 27Q: 3 clusters Score -1592240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1592255.875000 Penalty: 4702.186523
	Iteration 28Q: 3 clusters Score -1592256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1592258.500000 Penalty: 4702.186523
	Iteration 29Q: 3 clusters Score -1592258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1592271.125000 Penalty: 4702.186523
	Iteration 30Q: 3 clusters Score -1592271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1592276.000000 Penalty: 4702.186523
	Iteration 31Q: 3 clusters Score -1592276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1592291.500000 Penalty: 4702.186523
	Iteration 32Q: 3 clusters Score -1592292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1592300.875000 Penalty: 4702.186523
	Iteration 33Q: 3 clusters Score -1592301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1592311.125000 Penalty: 4702.186523
	Iteration 34Q: 3 clusters Score -1592311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1592320.500000 Penalty: 4702.186523
	Iteration 35Q: 3 clusters Score -1592320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1592332.625000 Penalty: 4702.186523
	Iteration 36Q: 3 clusters Score -1592333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1592337.125000 Penalty: 4702.186523
	Iteration 37Q: 3 clusters Score -1592337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1592356.125000 Penalty: 4702.186523
	Iteration 38Q: 3 clusters Score -1592356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1592364.625000 Penalty: 4702.186523
	Iteration 39Q: 3 clusters Score -1592365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1592369.125000 Penalty: 4702.186523
	Iteration 40F: 3 clusters Score -1592369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1592377.250000 Penalty: 4702.186523
	Iteration 41Q: 3 clusters Score -1592377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1592389.375000 Penalty: 4702.186523
	Iteration 42Q: 3 clusters Score -1592389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1592402.500000 Penalty: 4702.186523
	Iteration 43Q: 3 clusters Score -1592402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1592409.000000 Penalty: 4702.186523
	Iteration 44Q: 3 clusters Score -1592409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1592413.875000 Penalty: 4702.186523
	Iteration 45Q: 3 clusters Score -1592414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1592419.125000 Penalty: 4702.186523
	Iteration 46Q: 3 clusters Score -1592419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1592428.625000 Penalty: 4702.186523
	Iteration 47Q: 3 clusters Score -1592429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1592435.875000 Penalty: 4702.186523
	Iteration 48Q: 3 clusters Score -1592436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1592443.250000 Penalty: 4702.186523
	Iteration 49Q: 3 clusters Score -1592443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1592449.375000 Penalty: 4702.186523
	Iteration 50Q: 3 clusters Score -1592449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1592456.625000 Penalty: 4702.186523
	Iteration 51Q: 3 clusters Score -1592457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1592461.875000 Penalty: 4702.186523
	Iteration 52Q: 3 clusters Score -1592462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1592469.625000 Penalty: 4702.186523
	Iteration 53Q: 3 clusters Score -1592470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1592480.125000 Penalty: 4702.186523
	Iteration 54Q: 3 clusters Score -1592480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1592483.250000 Penalty: 4702.186523
	Iteration 55Q: 3 clusters Score -1592483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1592484.625000 Penalty: 4702.186523
	Iteration 56Q: 3 clusters Score -1592485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1592488.125000 Penalty: 4702.186523
	Iteration 57Q: 3 clusters Score -1592488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1592495.125000 Penalty: 4702.186523
	Iteration 58Q: 3 clusters Score -1592495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1592492.750000 Penalty: 4702.186523
	Iteration 59Q: 3 clusters Score -1592493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1592497.750000 Penalty: 4702.186523
	Iteration 60F: 3 clusters Score -1592498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1592501.375000 Penalty: 4702.186523
	Iteration 61Q: 3 clusters Score -1592501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1592506.250000 Penalty: 4702.186523
	Iteration 62Q: 3 clusters Score -1592506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1592509.750000 Penalty: 4702.186523
	Iteration 63Q: 3 clusters Score -1592510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1592511.250000 Penalty: 4702.186523
	Iteration 64Q: 3 clusters Score -1592511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1592518.625000 Penalty: 4702.186523
	Iteration 65Q: 3 clusters Score -1592519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1592516.500000 Penalty: 4702.186523
	Iteration 66Q: 3 clusters Score -1592516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1592522.500000 Penalty: 4702.186523
	Iteration 67Q: 3 clusters Score -1592522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1592526.875000 Penalty: 4702.186523
	Iteration 68Q: 3 clusters Score -1592527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1592533.250000 Penalty: 4702.186523
	Iteration 69Q: 3 clusters Score -1592533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1592532.875000 Penalty: 4702.186523
	Iteration 70Q: 3 clusters Score -1592533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1592537.000000 Penalty: 4702.186523
	Iteration 71Q: 3 clusters Score -1592537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1592535.250000 Penalty: 4702.186523
	Iteration 72Q: 3 clusters Score -1592535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1592537.500000 Penalty: 4702.186523
	Iteration 73Q: 3 clusters Score -1592538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1592538.750000 Penalty: 4702.186523
	Iteration 74Q: 3 clusters Score -1592539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1592535.000000 Penalty: 4702.186523
	Iteration 75Q: 3 clusters Score -1592535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1592537.750000 Penalty: 4702.186523
	Iteration 76Q: 3 clusters Score -1592538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1592534.375000 Penalty: 4702.186523
	Iteration 77Q: 3 clusters Score -1592534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1592540.500000 Penalty: 4702.186523
	Iteration 78Q: 3 clusters Score -1592540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1592543.750000 Penalty: 4702.186523
	Iteration 79Q: 3 clusters Score -1592544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1592545.875000 Penalty: 4702.186523
	Iteration 80F: 3 clusters Score -1592546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1592545.375000 Penalty: 4702.186523
	Iteration 81Q: 3 clusters Score -1592545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1592546.375000 Penalty: 4702.186523
	Iteration 82Q: 3 clusters Score -1592546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1592543.500000 Penalty: 4702.186523
	Iteration 83Q: 3 clusters Score -1592544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1592546.500000 Penalty: 4702.186523
	Iteration 84Q: 3 clusters Score -1592546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1592547.750000 Penalty: 4702.186523
	Iteration 85Q: 3 clusters Score -1592548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1592546.500000 Penalty: 4702.186523
	Iteration 86Q: 3 clusters Score -1592546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1592549.125000 Penalty: 4702.186523
	Iteration 87Q: 3 clusters Score -1592549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1592551.500000 Penalty: 4702.186523
	Iteration 88Q: 3 clusters Score -1592552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1592549.500000 Penalty: 4702.186523
	Iteration 89Q: 3 clusters Score -1592550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1592551.875000 Penalty: 4702.186523
	Iteration 90Q: 3 clusters Score -1592552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1592552.750000 Penalty: 4702.186523
	Iteration 91Q: 3 clusters Score -1592553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1592551.625000 Penalty: 4702.186523
	Iteration 92Q: 3 clusters Score -1592552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1592551.250000 Penalty: 4702.186523
	Iteration 93Q: 3 clusters Score -1592551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1592549.625000 Penalty: 4702.186523
	Iteration 94Q: 3 clusters Score -1592550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1592551.375000 Penalty: 4702.186523
	Iteration 95Q: 3 clusters Score -1592551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1592552.250000 Penalty: 4702.186523
	Iteration 96Q: 3 clusters Score -1592552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1592552.500000 Penalty: 4702.186523
	Iteration 97Q: 3 clusters Score -1592552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1592553.750000 Penalty: 4702.186523
	Iteration 98Q: 3 clusters Score -1592554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1592553.875000 Penalty: 4702.186523
	Iteration 99Q: 3 clusters Score -1592554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1592552.125000 Penalty: 4702.186523
	Iteration 100F: 3 clusters Score -1592552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1592551.375000 Penalty: 4702.186523
	Iteration 101Q: 3 clusters Score -1592551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1592549.125000 Penalty: 4702.186523
	Iteration 102Q: 3 clusters Score -1592549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1592549.125000 Penalty: 4702.186523
	Iteration 103F: 3 clusters Score -1592549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -81677.648438 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -81677.65 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 360 members 
Entering Unmasked Estep 
Score: -80187.851562 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -80187.85 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81283.382812 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -81283.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -81831.585938 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -81831.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82142.343750 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -82142.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82478.945312 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -82478.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82561.765625 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -82561.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82579.273438 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -82579.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82610.593750 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -82610.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -82652.476562 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -82652.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82681.250000 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -82681.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82691.046875 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -82691.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82709.843750 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -82709.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82709.843750 Penalty: 3276.898682
	Iteration 12F: 3 clusters Score -82709.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 33584 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 53803 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 40621 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 51753 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 343932 members 
Mstep: Class 22 contains 44270 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 13098 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 3960 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 599 members 
Entering Unmasked Estep 
Score: -104944736.000000 Penalty: 111635.625000
Splitting cluster 25 changes total score from -104945432.000000 to -104944736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -1889938.625000 Penalty: 2373.300781
	Iteration 0F: 2 clusters Score -1889939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1879506.250000 Penalty: 4746.601562
	Iteration 0F: 3 clusters Score -1879506 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1882771.375000 Penalty: 4746.601562
	Iteration 1F: 3 clusters Score -1882771 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1883164.375000 Penalty: 4746.601562
	Iteration 2F: 3 clusters Score -1883164 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1883484.750000 Penalty: 4746.601562
	Iteration 3F: 3 clusters Score -1883485 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1883773.000000 Penalty: 4746.601562
	Iteration 4Q: 3 clusters Score -1883773 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1884053.875000 Penalty: 4746.601562
	Iteration 5Q: 3 clusters Score -1884054 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1884350.125000 Penalty: 4746.601562
	Iteration 6Q: 3 clusters Score -1884350 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1884643.500000 Penalty: 4746.601562
	Iteration 7Q: 3 clusters Score -1884644 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1884959.375000 Penalty: 4746.601562
	Iteration 8Q: 3 clusters Score -1884959 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1885311.750000 Penalty: 4746.601562
	Iteration 9Q: 3 clusters Score -1885312 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1885683.875000 Penalty: 4746.601562
	Iteration 10Q: 3 clusters Score -1885684 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1886045.375000 Penalty: 4746.601562
	Iteration 11Q: 3 clusters Score -1886045 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1886330.500000 Penalty: 4746.601562
	Iteration 12Q: 3 clusters Score -1886330 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1886521.250000 Penalty: 4746.601562
	Iteration 13Q: 3 clusters Score -1886521 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1886651.500000 Penalty: 4746.601562
	Iteration 14Q: 3 clusters Score -1886652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1886735.000000 Penalty: 4746.601562
	Iteration 15Q: 3 clusters Score -1886735 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1886801.000000 Penalty: 4746.601562
	Iteration 16Q: 3 clusters Score -1886801 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1886861.375000 Penalty: 4746.601562
	Iteration 17Q: 3 clusters Score -1886861 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1886902.625000 Penalty: 4746.601562
	Iteration 18Q: 3 clusters Score -1886903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1886942.750000 Penalty: 4746.601562
	Iteration 19Q: 3 clusters Score -1886943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1886971.125000 Penalty: 4746.601562
	Iteration 20F: 3 clusters Score -1886971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1886994.375000 Penalty: 4746.601562
	Iteration 21Q: 3 clusters Score -1886994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1887022.375000 Penalty: 4746.601562
	Iteration 22Q: 3 clusters Score -1887022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1887050.000000 Penalty: 4746.601562
	Iteration 23Q: 3 clusters Score -1887050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1887088.000000 Penalty: 4746.601562
	Iteration 24Q: 3 clusters Score -1887088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1887115.125000 Penalty: 4746.601562
	Iteration 25Q: 3 clusters Score -1887115 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1887142.875000 Penalty: 4746.601562
	Iteration 26Q: 3 clusters Score -1887143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1887174.500000 Penalty: 4746.601562
	Iteration 27Q: 3 clusters Score -1887174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1887209.125000 Penalty: 4746.601562
	Iteration 28Q: 3 clusters Score -1887209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1887236.250000 Penalty: 4746.601562
	Iteration 29Q: 3 clusters Score -1887236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1887270.250000 Penalty: 4746.601562
	Iteration 30Q: 3 clusters Score -1887270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1887300.000000 Penalty: 4746.601562
	Iteration 31Q: 3 clusters Score -1887300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1887330.000000 Penalty: 4746.601562
	Iteration 32Q: 3 clusters Score -1887330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1887360.000000 Penalty: 4746.601562
	Iteration 33Q: 3 clusters Score -1887360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1887382.000000 Penalty: 4746.601562
	Iteration 34Q: 3 clusters Score -1887382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1887401.500000 Penalty: 4746.601562
	Iteration 35Q: 3 clusters Score -1887402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1887412.375000 Penalty: 4746.601562
	Iteration 36Q: 3 clusters Score -1887412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1887424.375000 Penalty: 4746.601562
	Iteration 37Q: 3 clusters Score -1887424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1887436.250000 Penalty: 4746.601562
	Iteration 38Q: 3 clusters Score -1887436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1887451.625000 Penalty: 4746.601562
	Iteration 39Q: 3 clusters Score -1887452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1887464.250000 Penalty: 4746.601562
	Iteration 40F: 3 clusters Score -1887464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1887475.000000 Penalty: 4746.601562
	Iteration 41Q: 3 clusters Score -1887475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1887491.250000 Penalty: 4746.601562
	Iteration 42Q: 3 clusters Score -1887491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1887503.250000 Penalty: 4746.601562
	Iteration 43Q: 3 clusters Score -1887503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1887518.500000 Penalty: 4746.601562
	Iteration 44Q: 3 clusters Score -1887518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1887527.500000 Penalty: 4746.601562
	Iteration 45Q: 3 clusters Score -1887528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1887536.875000 Penalty: 4746.601562
	Iteration 46Q: 3 clusters Score -1887537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1887553.500000 Penalty: 4746.601562
	Iteration 47Q: 3 clusters Score -1887554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1887562.500000 Penalty: 4746.601562
	Iteration 48Q: 3 clusters Score -1887562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1887578.125000 Penalty: 4746.601562
	Iteration 49Q: 3 clusters Score -1887578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1887593.000000 Penalty: 4746.601562
	Iteration 50Q: 3 clusters Score -1887593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1887606.375000 Penalty: 4746.601562
	Iteration 51Q: 3 clusters Score -1887606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1887618.000000 Penalty: 4746.601562
	Iteration 52Q: 3 clusters Score -1887618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1887630.375000 Penalty: 4746.601562
	Iteration 53Q: 3 clusters Score -1887630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1887638.250000 Penalty: 4746.601562
	Iteration 54Q: 3 clusters Score -1887638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1887643.375000 Penalty: 4746.601562
	Iteration 55Q: 3 clusters Score -1887643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1887645.000000 Penalty: 4746.601562
	Iteration 56Q: 3 clusters Score -1887645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1887653.875000 Penalty: 4746.601562
	Iteration 57Q: 3 clusters Score -1887654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1887657.125000 Penalty: 4746.601562
	Iteration 58Q: 3 clusters Score -1887657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1887660.000000 Penalty: 4746.601562
	Iteration 59Q: 3 clusters Score -1887660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1887666.250000 Penalty: 4746.601562
	Iteration 60F: 3 clusters Score -1887666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1887675.000000 Penalty: 4746.601562
	Iteration 61Q: 3 clusters Score -1887675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1887680.625000 Penalty: 4746.601562
	Iteration 62Q: 3 clusters Score -1887681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1887680.750000 Penalty: 4746.601562
	Iteration 63Q: 3 clusters Score -1887681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1887684.375000 Penalty: 4746.601562
	Iteration 64Q: 3 clusters Score -1887684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1887681.500000 Penalty: 4746.601562
	Iteration 65Q: 3 clusters Score -1887682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1887681.125000 Penalty: 4746.601562
	Iteration 66Q: 3 clusters Score -1887681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1887684.875000 Penalty: 4746.601562
	Iteration 67Q: 3 clusters Score -1887685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1887683.750000 Penalty: 4746.601562
	Iteration 68Q: 3 clusters Score -1887684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1887688.500000 Penalty: 4746.601562
	Iteration 69Q: 3 clusters Score -1887688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1887687.250000 Penalty: 4746.601562
	Iteration 70Q: 3 clusters Score -1887687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1887691.625000 Penalty: 4746.601562
	Iteration 71Q: 3 clusters Score -1887692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1887693.125000 Penalty: 4746.601562
	Iteration 72Q: 3 clusters Score -1887693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1887697.875000 Penalty: 4746.601562
	Iteration 73Q: 3 clusters Score -1887698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1887699.375000 Penalty: 4746.601562
	Iteration 74Q: 3 clusters Score -1887699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1887701.250000 Penalty: 4746.601562
	Iteration 75Q: 3 clusters Score -1887701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1887701.750000 Penalty: 4746.601562
	Iteration 76Q: 3 clusters Score -1887702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1887703.375000 Penalty: 4746.601562
	Iteration 77Q: 3 clusters Score -1887703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1887705.875000 Penalty: 4746.601562
	Iteration 78Q: 3 clusters Score -1887706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1887717.625000 Penalty: 4746.601562
	Iteration 79Q: 3 clusters Score -1887718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1887720.000000 Penalty: 4746.601562
	Iteration 80F: 3 clusters Score -1887720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1887724.125000 Penalty: 4746.601562
	Iteration 81Q: 3 clusters Score -1887724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1887724.875000 Penalty: 4746.601562
	Iteration 82Q: 3 clusters Score -1887725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1887727.750000 Penalty: 4746.601562
	Iteration 83Q: 3 clusters Score -1887728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1887734.875000 Penalty: 4746.601562
	Iteration 84Q: 3 clusters Score -1887735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1887735.250000 Penalty: 4746.601562
	Iteration 85Q: 3 clusters Score -1887735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1887736.500000 Penalty: 4746.601562
	Iteration 86Q: 3 clusters Score -1887736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1887742.500000 Penalty: 4746.601562
	Iteration 87Q: 3 clusters Score -1887742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1887744.875000 Penalty: 4746.601562
	Iteration 88Q: 3 clusters Score -1887745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1887746.250000 Penalty: 4746.601562
	Iteration 89Q: 3 clusters Score -1887746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1887746.500000 Penalty: 4746.601562
	Iteration 90Q: 3 clusters Score -1887746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1887748.625000 Penalty: 4746.601562
	Iteration 91Q: 3 clusters Score -1887749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1887750.000000 Penalty: 4746.601562
	Iteration 92Q: 3 clusters Score -1887750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1887746.875000 Penalty: 4746.601562
	Iteration 93Q: 3 clusters Score -1887747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1887752.875000 Penalty: 4746.601562
	Iteration 94Q: 3 clusters Score -1887753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1887757.375000 Penalty: 4746.601562
	Iteration 95Q: 3 clusters Score -1887757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1887758.500000 Penalty: 4746.601562
	Iteration 96Q: 3 clusters Score -1887758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1887759.250000 Penalty: 4746.601562
	Iteration 97Q: 3 clusters Score -1887759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1887757.500000 Penalty: 4746.601562
	Iteration 98Q: 3 clusters Score -1887758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1887763.000000 Penalty: 4746.601562
	Iteration 99Q: 3 clusters Score -1887763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1887761.875000 Penalty: 4746.601562
	Iteration 100F: 3 clusters Score -1887762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1887767.000000 Penalty: 4746.601562
	Iteration 101Q: 3 clusters Score -1887767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1887771.375000 Penalty: 4746.601562
	Iteration 102Q: 3 clusters Score -1887771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1887774.500000 Penalty: 4746.601562
	Iteration 103Q: 3 clusters Score -1887774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1887775.750000 Penalty: 4746.601562
	Iteration 104Q: 3 clusters Score -1887776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1887784.500000 Penalty: 4746.601562
	Iteration 105Q: 3 clusters Score -1887784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1887787.125000 Penalty: 4746.601562
	Iteration 106Q: 3 clusters Score -1887787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1887791.500000 Penalty: 4746.601562
	Iteration 107Q: 3 clusters Score -1887792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1887790.875000 Penalty: 4746.601562
	Iteration 108Q: 3 clusters Score -1887791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1887796.250000 Penalty: 4746.601562
	Iteration 109Q: 3 clusters Score -1887796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1887801.625000 Penalty: 4746.601562
	Iteration 110Q: 3 clusters Score -1887802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1887806.875000 Penalty: 4746.601562
	Iteration 111Q: 3 clusters Score -1887807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1887805.875000 Penalty: 4746.601562
	Iteration 112Q: 3 clusters Score -1887806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1887807.625000 Penalty: 4746.601562
	Iteration 113Q: 3 clusters Score -1887808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1887809.875000 Penalty: 4746.601562
	Iteration 114Q: 3 clusters Score -1887810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1887811.375000 Penalty: 4746.601562
	Iteration 115Q: 3 clusters Score -1887811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1887810.250000 Penalty: 4746.601562
	Iteration 116Q: 3 clusters Score -1887810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1887810.250000 Penalty: 4746.601562
	Iteration 117F: 3 clusters Score -1887810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -355013.218750 Penalty: 1968.822998
	Iteration 0F: 2 clusters Score -355013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -351851.687500 Penalty: 3937.645996
	Iteration 0F: 3 clusters Score -351851.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -352425.593750 Penalty: 3937.645996
	Iteration 1F: 3 clusters Score -352425.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -352564.437500 Penalty: 3937.645996
	Iteration 2F: 3 clusters Score -352564.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -352648.562500 Penalty: 3937.645996
	Iteration 3Q: 3 clusters Score -352648.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -352720.250000 Penalty: 3937.645996
	Iteration 4Q: 3 clusters Score -352720.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -352764.468750 Penalty: 3937.645996
	Iteration 5Q: 3 clusters Score -352764.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -352798.750000 Penalty: 3937.645996
	Iteration 6Q: 3 clusters Score -352798.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -352826.031250 Penalty: 3937.645996
	Iteration 7Q: 3 clusters Score -352826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -352847.656250 Penalty: 3937.645996
	Iteration 8Q: 3 clusters Score -352847.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -352862.656250 Penalty: 3937.645996
	Iteration 9Q: 3 clusters Score -352862.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -352877.625000 Penalty: 3937.645996
	Iteration 10Q: 3 clusters Score -352877.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -352891.187500 Penalty: 3937.645996
	Iteration 11Q: 3 clusters Score -352891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352901.437500 Penalty: 3937.645996
	Iteration 12Q: 3 clusters Score -352901.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -352910.125000 Penalty: 3937.645996
	Iteration 13Q: 3 clusters Score -352910.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352919.312500 Penalty: 3937.645996
	Iteration 14Q: 3 clusters Score -352919.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352925.468750 Penalty: 3937.645996
	Iteration 15Q: 3 clusters Score -352925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -352928.625000 Penalty: 3937.645996
	Iteration 16Q: 3 clusters Score -352928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -352932.562500 Penalty: 3937.645996
	Iteration 17Q: 3 clusters Score -352932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -352936.312500 Penalty: 3937.645996
	Iteration 18Q: 3 clusters Score -352936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -352941.562500 Penalty: 3937.645996
	Iteration 19Q: 3 clusters Score -352941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -352949.968750 Penalty: 3937.645996
	Iteration 20F: 3 clusters Score -352950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -352954.687500 Penalty: 3937.645996
	Iteration 21Q: 3 clusters Score -352954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -352958.187500 Penalty: 3937.645996
	Iteration 22Q: 3 clusters Score -352958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -352961.093750 Penalty: 3937.645996
	Iteration 23Q: 3 clusters Score -352961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -352966.093750 Penalty: 3937.645996
	Iteration 24Q: 3 clusters Score -352966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -352970.875000 Penalty: 3937.645996
	Iteration 25Q: 3 clusters Score -352970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -352975.906250 Penalty: 3937.645996
	Iteration 26Q: 3 clusters Score -352975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -352981.468750 Penalty: 3937.645996
	Iteration 27Q: 3 clusters Score -352981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -352987.375000 Penalty: 3937.645996
	Iteration 28Q: 3 clusters Score -352987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -352996.750000 Penalty: 3937.645996
	Iteration 29Q: 3 clusters Score -352996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -353006.687500 Penalty: 3937.645996
	Iteration 30Q: 3 clusters Score -353006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -353013.687500 Penalty: 3937.645996
	Iteration 31Q: 3 clusters Score -353013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -353017.968750 Penalty: 3937.645996
	Iteration 32Q: 3 clusters Score -353018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -353019.656250 Penalty: 3937.645996
	Iteration 33Q: 3 clusters Score -353019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -353022.000000 Penalty: 3937.645996
	Iteration 34Q: 3 clusters Score -353022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -353025.562500 Penalty: 3937.645996
	Iteration 35Q: 3 clusters Score -353025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -353028.437500 Penalty: 3937.645996
	Iteration 36Q: 3 clusters Score -353028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -353031.218750 Penalty: 3937.645996
	Iteration 37Q: 3 clusters Score -353031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -353034.656250 Penalty: 3937.645996
	Iteration 38Q: 3 clusters Score -353034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -353038.562500 Penalty: 3937.645996
	Iteration 39Q: 3 clusters Score -353038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -353039.625000 Penalty: 3937.645996
	Iteration 40F: 3 clusters Score -353039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -353042.343750 Penalty: 3937.645996
	Iteration 41Q: 3 clusters Score -353042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -353046.937500 Penalty: 3937.645996
	Iteration 42Q: 3 clusters Score -353046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -353051.437500 Penalty: 3937.645996
	Iteration 43Q: 3 clusters Score -353051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -353053.187500 Penalty: 3937.645996
	Iteration 44Q: 3 clusters Score -353053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353054.312500 Penalty: 3937.645996
	Iteration 45Q: 3 clusters Score -353054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353055.781250 Penalty: 3937.645996
	Iteration 46Q: 3 clusters Score -353055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353057.375000 Penalty: 3937.645996
	Iteration 47Q: 3 clusters Score -353057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353058.562500 Penalty: 3937.645996
	Iteration 48Q: 3 clusters Score -353058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -353059.343750 Penalty: 3937.645996
	Iteration 49Q: 3 clusters Score -353059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -353061.625000 Penalty: 3937.645996
	Iteration 50Q: 3 clusters Score -353061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -353062.031250 Penalty: 3937.645996
	Iteration 51Q: 3 clusters Score -353062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -353063.187500 Penalty: 3937.645996
	Iteration 52Q: 3 clusters Score -353063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -353064.406250 Penalty: 3937.645996
	Iteration 53Q: 3 clusters Score -353064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -353064.156250 Penalty: 3937.645996
	Iteration 54Q: 3 clusters Score -353064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -353064.156250 Penalty: 3937.645996
	Iteration 55F: 3 clusters Score -353064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Entering Unmasked Estep 
Score: -1183648.250000 Penalty: 2298.427979
	Iteration 0F: 2 clusters Score -1183648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1175628.500000 Penalty: 4596.855957
	Iteration 0F: 3 clusters Score -1175628 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1178041.375000 Penalty: 4596.855957
	Iteration 1F: 3 clusters Score -1178041 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1178417.250000 Penalty: 4596.855957
	Iteration 2F: 3 clusters Score -1178417 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1178740.500000 Penalty: 4596.855957
	Iteration 3F: 3 clusters Score -1178740 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1179074.375000 Penalty: 4596.855957
	Iteration 4F: 3 clusters Score -1179074 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1179410.500000 Penalty: 4596.855957
	Iteration 5F: 3 clusters Score -1179410 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1179769.750000 Penalty: 4596.855957
	Iteration 6F: 3 clusters Score -1179770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1180113.625000 Penalty: 4596.855957
	Iteration 7Q: 3 clusters Score -1180114 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1180412.000000 Penalty: 4596.855957
	Iteration 8Q: 3 clusters Score -1180412 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1180653.875000 Penalty: 4596.855957
	Iteration 9Q: 3 clusters Score -1180654 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1180858.125000 Penalty: 4596.855957
	Iteration 10Q: 3 clusters Score -1180858 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1181018.375000 Penalty: 4596.855957
	Iteration 11Q: 3 clusters Score -1181018 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1181146.000000 Penalty: 4596.855957
	Iteration 12Q: 3 clusters Score -1181146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1181231.625000 Penalty: 4596.855957
	Iteration 13Q: 3 clusters Score -1181232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1181281.125000 Penalty: 4596.855957
	Iteration 14Q: 3 clusters Score -1181281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1181322.250000 Penalty: 4596.855957
	Iteration 15Q: 3 clusters Score -1181322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1181359.000000 Penalty: 4596.855957
	Iteration 16Q: 3 clusters Score -1181359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1181389.125000 Penalty: 4596.855957
	Iteration 17Q: 3 clusters Score -1181389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1181421.000000 Penalty: 4596.855957
	Iteration 18Q: 3 clusters Score -1181421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1181453.750000 Penalty: 4596.855957
	Iteration 19Q: 3 clusters Score -1181454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1181481.750000 Penalty: 4596.855957
	Iteration 20F: 3 clusters Score -1181482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1181506.500000 Penalty: 4596.855957
	Iteration 21Q: 3 clusters Score -1181506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1181518.500000 Penalty: 4596.855957
	Iteration 22Q: 3 clusters Score -1181518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1181528.125000 Penalty: 4596.855957
	Iteration 23Q: 3 clusters Score -1181528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1181542.750000 Penalty: 4596.855957
	Iteration 24Q: 3 clusters Score -1181543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1181553.625000 Penalty: 4596.855957
	Iteration 25Q: 3 clusters Score -1181554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1181560.500000 Penalty: 4596.855957
	Iteration 26Q: 3 clusters Score -1181560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1181567.375000 Penalty: 4596.855957
	Iteration 27Q: 3 clusters Score -1181567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1181570.250000 Penalty: 4596.855957
	Iteration 28Q: 3 clusters Score -1181570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1181579.750000 Penalty: 4596.855957
	Iteration 29Q: 3 clusters Score -1181580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1181596.875000 Penalty: 4596.855957
	Iteration 30Q: 3 clusters Score -1181597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1181616.875000 Penalty: 4596.855957
	Iteration 31Q: 3 clusters Score -1181617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1181632.625000 Penalty: 4596.855957
	Iteration 32Q: 3 clusters Score -1181633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1181648.500000 Penalty: 4596.855957
	Iteration 33Q: 3 clusters Score -1181648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1181670.625000 Penalty: 4596.855957
	Iteration 34Q: 3 clusters Score -1181671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1181692.125000 Penalty: 4596.855957
	Iteration 35Q: 3 clusters Score -1181692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1181717.375000 Penalty: 4596.855957
	Iteration 36Q: 3 clusters Score -1181717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1181742.625000 Penalty: 4596.855957
	Iteration 37Q: 3 clusters Score -1181743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1181766.125000 Penalty: 4596.855957
	Iteration 38Q: 3 clusters Score -1181766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1181802.875000 Penalty: 4596.855957
	Iteration 39Q: 3 clusters Score -1181803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1181841.750000 Penalty: 4596.855957
	Iteration 40F: 3 clusters Score -1181842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1181882.125000 Penalty: 4596.855957
	Iteration 41Q: 3 clusters Score -1181882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1181930.000000 Penalty: 4596.855957
	Iteration 42Q: 3 clusters Score -1181930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1181964.375000 Penalty: 4596.855957
	Iteration 43Q: 3 clusters Score -1181964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1181993.875000 Penalty: 4596.855957
	Iteration 44Q: 3 clusters Score -1181994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1182024.125000 Penalty: 4596.855957
	Iteration 45Q: 3 clusters Score -1182024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1182041.375000 Penalty: 4596.855957
	Iteration 46Q: 3 clusters Score -1182041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1182053.625000 Penalty: 4596.855957
	Iteration 47Q: 3 clusters Score -1182054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1182062.625000 Penalty: 4596.855957
	Iteration 48Q: 3 clusters Score -1182063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1182069.500000 Penalty: 4596.855957
	Iteration 49Q: 3 clusters Score -1182070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1182072.000000 Penalty: 4596.855957
	Iteration 50Q: 3 clusters Score -1182072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1182078.625000 Penalty: 4596.855957
	Iteration 51Q: 3 clusters Score -1182079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1182079.250000 Penalty: 4596.855957
	Iteration 52Q: 3 clusters Score -1182079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1182076.375000 Penalty: 4596.855957
	Iteration 53Q: 3 clusters Score -1182076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1182077.000000 Penalty: 4596.855957
	Iteration 54Q: 3 clusters Score -1182077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1182079.375000 Penalty: 4596.855957
	Iteration 55Q: 3 clusters Score -1182079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1182078.625000 Penalty: 4596.855957
	Iteration 56Q: 3 clusters Score -1182079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1182079.125000 Penalty: 4596.855957
	Iteration 57Q: 3 clusters Score -1182079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1182078.625000 Penalty: 4596.855957
	Iteration 58Q: 3 clusters Score -1182079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1182077.750000 Penalty: 4596.855957
	Iteration 59Q: 3 clusters Score -1182078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1182079.625000 Penalty: 4596.855957
	Iteration 60F: 3 clusters Score -1182080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1182081.000000 Penalty: 4596.855957
	Iteration 61Q: 3 clusters Score -1182081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1182083.625000 Penalty: 4596.855957
	Iteration 62Q: 3 clusters Score -1182084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1182083.125000 Penalty: 4596.855957
	Iteration 63Q: 3 clusters Score -1182083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1182083.125000 Penalty: 4596.855957
	Iteration 64F: 3 clusters Score -1182083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Entering Unmasked Estep 
Score: -4600553.000000 Penalty: 2597.134766
	Iteration 0F: 2 clusters Score -4600553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4576366.500000 Penalty: 5194.269531
	Iteration 0F: 3 clusters Score -4576366 nChanged 16007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4585236.500000 Penalty: 5194.269531
	Iteration 1F: 3 clusters Score -4585236 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4585846.500000 Penalty: 5194.269531
	Iteration 2Q: 3 clusters Score -4585846 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4586513.000000 Penalty: 5194.269531
	Iteration 3Q: 3 clusters Score -4586513 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4587292.000000 Penalty: 5194.269531
	Iteration 4F: 3 clusters Score -4587292 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4588133.000000 Penalty: 5194.269531
	Iteration 5F: 3 clusters Score -4588133 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4589220.500000 Penalty: 5194.269531
	Iteration 6F: 3 clusters Score -4589220 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4590385.500000 Penalty: 5194.269531
	Iteration 7F: 3 clusters Score -4590386 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4591599.000000 Penalty: 5194.269531
	Iteration 8F: 3 clusters Score -4591599 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4593014.500000 Penalty: 5194.269531
	Iteration 9Q: 3 clusters Score -4593014 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4594523.500000 Penalty: 5194.269531
	Iteration 10Q: 3 clusters Score -4594524 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4595795.500000 Penalty: 5194.269531
	Iteration 11Q: 3 clusters Score -4595796 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4596489.500000 Penalty: 5194.269531
	Iteration 12Q: 3 clusters Score -4596490 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4596792.500000 Penalty: 5194.269531
	Iteration 13Q: 3 clusters Score -4596792 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4596987.500000 Penalty: 5194.269531
	Iteration 14Q: 3 clusters Score -4596988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4597106.500000 Penalty: 5194.269531
	Iteration 15Q: 3 clusters Score -4597106 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4597181.000000 Penalty: 5194.269531
	Iteration 16Q: 3 clusters Score -4597181 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4597244.500000 Penalty: 5194.269531
	Iteration 17Q: 3 clusters Score -4597244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4597315.000000 Penalty: 5194.269531
	Iteration 18Q: 3 clusters Score -4597315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4597380.500000 Penalty: 5194.269531
	Iteration 19Q: 3 clusters Score -4597380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4597440.000000 Penalty: 5194.269531
	Iteration 20F: 3 clusters Score -4597440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4597472.000000 Penalty: 5194.269531
	Iteration 21Q: 3 clusters Score -4597472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4597520.000000 Penalty: 5194.269531
	Iteration 22Q: 3 clusters Score -4597520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4597537.500000 Penalty: 5194.269531
	Iteration 23Q: 3 clusters Score -4597538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4597570.500000 Penalty: 5194.269531
	Iteration 24Q: 3 clusters Score -4597570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4597598.000000 Penalty: 5194.269531
	Iteration 25Q: 3 clusters Score -4597598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4597610.000000 Penalty: 5194.269531
	Iteration 26Q: 3 clusters Score -4597610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4597626.000000 Penalty: 5194.269531
	Iteration 27Q: 3 clusters Score -4597626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4597637.000000 Penalty: 5194.269531
	Iteration 28Q: 3 clusters Score -4597637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4597664.500000 Penalty: 5194.269531
	Iteration 29Q: 3 clusters Score -4597664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4597690.500000 Penalty: 5194.269531
	Iteration 30Q: 3 clusters Score -4597690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4597720.500000 Penalty: 5194.269531
	Iteration 31Q: 3 clusters Score -4597720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4597744.000000 Penalty: 5194.269531
	Iteration 32Q: 3 clusters Score -4597744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4597779.000000 Penalty: 5194.269531
	Iteration 33Q: 3 clusters Score -4597779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4597802.000000 Penalty: 5194.269531
	Iteration 34Q: 3 clusters Score -4597802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4597829.000000 Penalty: 5194.269531
	Iteration 35Q: 3 clusters Score -4597829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4597843.500000 Penalty: 5194.269531
	Iteration 36Q: 3 clusters Score -4597844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4597871.000000 Penalty: 5194.269531
	Iteration 37Q: 3 clusters Score -4597871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4597878.500000 Penalty: 5194.269531
	Iteration 38Q: 3 clusters Score -4597878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4597900.500000 Penalty: 5194.269531
	Iteration 39Q: 3 clusters Score -4597900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4597928.500000 Penalty: 5194.269531
	Iteration 40F: 3 clusters Score -4597928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4597943.500000 Penalty: 5194.269531
	Iteration 41Q: 3 clusters Score -4597944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4597962.000000 Penalty: 5194.269531
	Iteration 42Q: 3 clusters Score -4597962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4597974.500000 Penalty: 5194.269531
	Iteration 43Q: 3 clusters Score -4597974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4597983.000000 Penalty: 5194.269531
	Iteration 44Q: 3 clusters Score -4597983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4597994.500000 Penalty: 5194.269531
	Iteration 45Q: 3 clusters Score -4597994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4598002.500000 Penalty: 5194.269531
	Iteration 46Q: 3 clusters Score -4598002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4598009.000000 Penalty: 5194.269531
	Iteration 47Q: 3 clusters Score -4598009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4598014.500000 Penalty: 5194.269531
	Iteration 48Q: 3 clusters Score -4598014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4598023.500000 Penalty: 5194.269531
	Iteration 49Q: 3 clusters Score -4598024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4598027.000000 Penalty: 5194.269531
	Iteration 50Q: 3 clusters Score -4598027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4598039.000000 Penalty: 5194.269531
	Iteration 51Q: 3 clusters Score -4598039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4598034.000000 Penalty: 5194.269531
	Iteration 52Q: 3 clusters Score -4598034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4598044.500000 Penalty: 5194.269531
	Iteration 53Q: 3 clusters Score -4598044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4598045.500000 Penalty: 5194.269531
	Iteration 54Q: 3 clusters Score -4598046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4598051.000000 Penalty: 5194.269531
	Iteration 55Q: 3 clusters Score -4598051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4598059.500000 Penalty: 5194.269531
	Iteration 56Q: 3 clusters Score -4598060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4598057.500000 Penalty: 5194.269531
	Iteration 57Q: 3 clusters Score -4598058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4598058.500000 Penalty: 5194.269531
	Iteration 58Q: 3 clusters Score -4598058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4598060.000000 Penalty: 5194.269531
	Iteration 59Q: 3 clusters Score -4598060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4598069.000000 Penalty: 5194.269531
	Iteration 60F: 3 clusters Score -4598069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4598078.000000 Penalty: 5194.269531
	Iteration 61Q: 3 clusters Score -4598078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4598077.000000 Penalty: 5194.269531
	Iteration 62Q: 3 clusters Score -4598077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4598089.000000 Penalty: 5194.269531
	Iteration 63Q: 3 clusters Score -4598089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4598089.500000 Penalty: 5194.269531
	Iteration 64Q: 3 clusters Score -4598090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4598092.000000 Penalty: 5194.269531
	Iteration 65Q: 3 clusters Score -4598092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4598095.500000 Penalty: 5194.269531
	Iteration 66Q: 3 clusters Score -4598096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4598094.500000 Penalty: 5194.269531
	Iteration 67Q: 3 clusters Score -4598094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4598099.500000 Penalty: 5194.269531
	Iteration 68Q: 3 clusters Score -4598100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4598091.000000 Penalty: 5194.269531
	Iteration 69Q: 3 clusters Score -4598091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4598096.500000 Penalty: 5194.269531
	Iteration 70Q: 3 clusters Score -4598096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4598106.000000 Penalty: 5194.269531
	Iteration 71Q: 3 clusters Score -4598106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4598112.500000 Penalty: 5194.269531
	Iteration 72Q: 3 clusters Score -4598112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4598117.000000 Penalty: 5194.269531
	Iteration 73Q: 3 clusters Score -4598117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4598119.000000 Penalty: 5194.269531
	Iteration 74Q: 3 clusters Score -4598119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4598123.000000 Penalty: 5194.269531
	Iteration 75Q: 3 clusters Score -4598123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4598127.000000 Penalty: 5194.269531
	Iteration 76Q: 3 clusters Score -4598127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4598125.500000 Penalty: 5194.269531
	Iteration 77Q: 3 clusters Score -4598126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4598131.000000 Penalty: 5194.269531
	Iteration 78Q: 3 clusters Score -4598131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4598133.000000 Penalty: 5194.269531
	Iteration 79Q: 3 clusters Score -4598133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4598129.000000 Penalty: 5194.269531
	Iteration 80F: 3 clusters Score -4598129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4598132.500000 Penalty: 5194.269531
	Iteration 81Q: 3 clusters Score -4598132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4598130.500000 Penalty: 5194.269531
	Iteration 82Q: 3 clusters Score -4598130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4598132.000000 Penalty: 5194.269531
	Iteration 83Q: 3 clusters Score -4598132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4598127.000000 Penalty: 5194.269531
	Iteration 84Q: 3 clusters Score -4598127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4598131.500000 Penalty: 5194.269531
	Iteration 85Q: 3 clusters Score -4598132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4598139.000000 Penalty: 5194.269531
	Iteration 86Q: 3 clusters Score -4598139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4598139.000000 Penalty: 5194.269531
	Iteration 87Q: 3 clusters Score -4598139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4598138.500000 Penalty: 5194.269531
	Iteration 88Q: 3 clusters Score -4598138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4598145.000000 Penalty: 5194.269531
	Iteration 89Q: 3 clusters Score -4598145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4598137.500000 Penalty: 5194.269531
	Iteration 90Q: 3 clusters Score -4598138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4598145.500000 Penalty: 5194.269531
	Iteration 91Q: 3 clusters Score -4598146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4598146.500000 Penalty: 5194.269531
	Iteration 92Q: 3 clusters Score -4598146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4598145.500000 Penalty: 5194.269531
	Iteration 93Q: 3 clusters Score -4598146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4598146.500000 Penalty: 5194.269531
	Iteration 94Q: 3 clusters Score -4598146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4598145.500000 Penalty: 5194.269531
	Iteration 95Q: 3 clusters Score -4598146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4598145.000000 Penalty: 5194.269531
	Iteration 96Q: 3 clusters Score -4598145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4598153.000000 Penalty: 5194.269531
	Iteration 97Q: 3 clusters Score -4598153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4598145.500000 Penalty: 5194.269531
	Iteration 98Q: 3 clusters Score -4598146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4598147.500000 Penalty: 5194.269531
	Iteration 99Q: 3 clusters Score -4598148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4598149.500000 Penalty: 5194.269531
	Iteration 100F: 3 clusters Score -4598150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -326633.687500 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -326633.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323611.250000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -323611.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -324210.093750 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -324210.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -324335.593750 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -324335.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -324398.937500 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -324398.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324438.593750 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -324438.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -324463.156250 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -324463.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -324481.250000 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -324481.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -324497.531250 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -324497.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -324508.781250 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -324508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -324518.500000 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -324518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -324523.718750 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -324523.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -324529.250000 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -324529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -324533.312500 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -324533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -324536.625000 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -324536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324541.656250 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -324541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -324552.156250 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -324552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -324556.875000 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -324556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -324562.312500 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -324562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324569.531250 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -324569.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -324580.593750 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -324580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -324585.718750 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -324585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -324590.406250 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -324590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -324594.656250 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -324594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -324599.437500 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -324599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -324607.968750 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -324608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -324616.468750 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -324616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324622.000000 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -324622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -324623.906250 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -324623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324626.312500 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -324626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -324627.125000 Penalty: 3899.989502
	Iteration 29Q: 3 clusters Score -324627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -324627.000000 Penalty: 3899.989502
	Iteration 30Q: 3 clusters Score -324627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324627.687500 Penalty: 3899.989502
	Iteration 31Q: 3 clusters Score -324627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324627.687500 Penalty: 3899.989502
	Iteration 32F: 3 clusters Score -324627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -492514.781250 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -492514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -488671.906250 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -488671.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -489567.281250 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -489567.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -489838.031250 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -489838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -490000.718750 Penalty: 4108.863770
	Iteration 3F: 3 clusters Score -490000.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -490145.218750 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -490145.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -490277.312500 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -490277.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -490392.843750 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -490392.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -490508.843750 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -490508.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -490607.687500 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -490607.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -490691.562500 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -490691.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -490775.531250 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -490775.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -490860.781250 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -490860.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -490929.937500 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -490929.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -490980.718750 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -490980.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -491014.937500 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -491014.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -491038.000000 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -491038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -491058.531250 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -491058.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -491080.343750 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -491080.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -491098.968750 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -491099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -491107.531250 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -491107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -491114.281250 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -491114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -491115.968750 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -491116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -491117.656250 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -491117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -491119.312500 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -491119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -491118.968750 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -491119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -491118.968750 Penalty: 4108.863770
	Iteration 25F: 3 clusters Score -491119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -46886.718750 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -46886.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45459.628906 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45459.63 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45772.878906 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -45772.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45944.375000 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -45944.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46017.285156 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46017.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46077.796875 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46197.484375 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46197.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46265.011719 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46265.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46294.292969 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46294.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46322.015625 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46322.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46327.972656 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46327.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46327.972656 Penalty: 3040.009033
	Iteration 10F: 3 clusters Score -46327.97 nChanged 0
--- Evaluating fit on full set of 2518890 points ---
Entering Unmasked Estep 
Score: -314584288.000000 Penalty: 116971.320312
25->33 Clusters: Score -314584288.000000, best is -315005824.000000

Main iterations: 0 (time per=infms)
Total iterations: 72733 (time per=416.405187ms)
Iterations metric 2: 3848881569792.000000 (time per=7.868883ns)
Iterations metric 3: 115463333871616.000000 (time per=262.303170ps)

That took 30286.398438 seconds.
